diff --git a/.github/workflows/test_nightly.yml b/.github/workflows/test_nightly.yml new file mode 100644 index 00000000..3e55ac71 --- /dev/null +++ b/.github/workflows/test_nightly.yml @@ -0,0 +1,148 @@ +name: Nosetests and Valgrind + +# To run this workflow on other branches than devel, uncomment line 4 and comment line 5-7. +#on: [push] +on: + schedule: + - cron: '0 20 * * *' # Daily at UTC 20:00 + +jobs: + iftest: + runs-on: [self-hosted] + outputs: + should_run: ${{ steps.store_output.outputs.SHOULD_RUN }} + steps: + - name: Store output + id: store_output + env: + SHA_LAST_SUCCESS: ${{ secrets.SHA_LAST_SUCCESS }} + run: | + if [ "$SHA_LAST_SUCCESS" == "${{ github.sha }}" ]; then + echo "::set-output name=SHOULD_RUN::0" + else + echo "::set-output name=SHOULD_RUN::1" + fi + + conclude: + runs-on: [self-hosted] + needs: [nose_tests_lvl3, valgrind-wide-and-shallow, valgrind-narrow-and-deep] + steps: + - name: Store current SHA as secret + uses: hmanzur/actions-set-secret@v2.0.0 + with: + name: 'SHA_LAST_SUCCESS' + value: ${{ github.sha }} + repository: lesgourg/class + token: ${{ secrets.REPO_ACCESS_TOKEN }} + + nose_tests_lvl3: + runs-on: [self-hosted] + needs: iftest + if: needs.iftest.outputs.should_run > 0 + steps: + - name: Checkout 🛎 + uses: actions/checkout@v2 + with: + path: main_class + - name: Create or update virtual Python environment + run: | + rm -f venv/bin/python + virtualenv venv + source venv/bin/activate + pip install --upgrade pip + pip install numpy scipy pandas matplotlib cython nose parameterized + - name: make + run: cd main_class && make -j + - name: Testing 🤖 + run: | + source venv/bin/activate + cd main_class/python + OMP_NUM_THREADS=32 COMPARE_OUTPUT_GAUGE=1 TEST_LEVEL=3 nosetests -v -a test_scenario test_class.py --nologcapture --nocapture + - name: Upload plots 📤 + if: success() || failure() + uses: actions/upload-artifact@v2 + with: + name: ComparePlots + path: main_class/python/faulty_figs + + valgrind-wide-and-shallow: + runs-on: [self-hosted] + needs: iftest + if: needs.iftest.outputs.should_run > 0 + timeout-minutes: 1440 + steps: + - name: Checkout 🛎 + uses: actions/checkout@v2 + with: + path: main_class + - name: Create or update virtual Python environment + run: | + rm -f venv/bin/python + virtualenv venv + source venv/bin/activate + pip install --upgrade pip + pip install numpy scipy pandas matplotlib cython nose parameterized + - name: make + run: cd main_class && make OMPFLAG="" -j + - name: Generate input files + run: | + source venv/bin/activate + cd main_class/python + TEST_LEVEL=3 CLASS_VERBOSE=1 nosetests -a dump_ini_files test_class.py + - name: Valgrind 🤖 + run: | + cd main_class/python/faulty_figs + rm -rf output && mkdir output + rm -rf valgrind_output && mkdir valgrind_output + cp ../../class . + find . -name "*.ini" -type f -print0 | xargs -0 -I {} -n 1 -P 32 bash -c ': \ + && printf "\nk_step_sub = 10.0\nk_step_super = 0.4\nk_per_decade_for_pk = 2\nk_per_decade_for_bao = 5\n" >> {}' + find . -name "*.ini" -type f -print0 | xargs -0 -I {} -n 1 -P 32 bash -c ': \ + && (valgrind --track-origins=yes --show-leak-kinds=all --leak-check=full --error-exitcode=3 ./class {} &> {}.out && echo {} "...ok") \ + || (echo {} "...fail" && cp {}* valgrind_output && exit 3)' + - name: Upload errors 📤 + if: success() || failure() + uses: actions/upload-artifact@v2 + with: + name: ValgrindOutputWideShallow + path: main_class/python/faulty_figs/valgrind_output + + valgrind-narrow-and-deep: + runs-on: [self-hosted] + needs: iftest + if: needs.iftest.outputs.should_run > 0 + timeout-minutes: 1440 + steps: + - name: Checkout 🛎 + uses: actions/checkout@v2 + with: + path: main_class + - name: Create or update virtual Python environment + run: | + rm -f venv/bin/python + virtualenv venv + source venv/bin/activate + pip install --upgrade pip + pip install numpy scipy pandas matplotlib cython nose parameterized + - name: make + run: cd main_class && make OMPFLAG="" -j + - name: Generate input files + run: | + source venv/bin/activate + cd main_class/python + TEST_LEVEL=1 CLASS_VERBOSE=1 nosetests -a dump_ini_files test_class.py + - name: Valgrind 🤖 + run: | + cd main_class/python/faulty_figs + rm -rf output && mkdir output + rm -rf valgrind_output && mkdir valgrind_output + cp ../../class . + find . -name "*.ini" -type f -print0 | xargs -0 -I {} -n 1 -P 32 bash -c ': \ + && (valgrind --track-origins=yes --show-leak-kinds=all --leak-check=full --error-exitcode=3 ./class {} &> {}.out && echo {} "...ok") \ + || (echo {} "...fail" && cp {}* valgrind_output && exit 3)' + - name: Upload errors 📤 + if: success() || failure() + uses: actions/upload-artifact@v2 + with: + name: ValgrindOutputNarrowDeep + path: main_class/python/faulty_figs/valgrind_output diff --git a/.github/workflows/test_on_pull_request.yml b/.github/workflows/test_on_pull_request.yml new file mode 100644 index 00000000..3f8c6ed9 --- /dev/null +++ b/.github/workflows/test_on_pull_request.yml @@ -0,0 +1,45 @@ +name: Nosetests lvl2 + +on: [pull_request] + +jobs: + nose_tests_lvl2: + runs-on: [self-hosted] + + steps: + - name: Checkout 🛎 + uses: actions/checkout@v2 + with: + path: main_class + - name: Checkout reference 🛎 + uses: actions/checkout@v2 + with: + ref: devel + path: ref_class + - name: Create or update virtual Python environment + run: | + rm -f venv/bin/python + virtualenv venv + source venv/bin/activate + pip install --upgrade pip + pip install numpy scipy pandas matplotlib cython nose parameterized + - name: make classy + run: source venv/bin/activate && cd main_class && make -j + - name: make reference classy + run: | + source venv/bin/activate + cd ref_class + sed -i.bak "s/'classy'/'classyref'/g" python/setup.py + sed -i.bak 's/"classy"/"classyref"/g' python/setup.py + make -j + - name: Testing 🤖 + run: | + source venv/bin/activate + cd main_class/python + OMP_NUM_THREADS=16 COMPARE_OUTPUT_REF=1 TEST_LEVEL=2 nosetests -v -a test_scenario test_class.py --nologcapture --nocapture + - name: Upload plots 📤 + if: success() || failure() + uses: actions/upload-artifact@v2 + with: + name: BranchVsMasterPlots + path: main_class/python/faulty_figs diff --git a/.github/workflows/test_on_push.yml b/.github/workflows/test_on_push.yml new file mode 100644 index 00000000..1a88dbe3 --- /dev/null +++ b/.github/workflows/test_on_push.yml @@ -0,0 +1,40 @@ +name: Build and light test + +on: [push] + +jobs: + build: + runs-on: [self-hosted] + + steps: + - name: Checkout 🛎 + uses: actions/checkout@v2 + with: + path: main_class + - name: make + run: cd main_class && make -j class + - name: run class + run: cd main_class && ./class explanatory.ini + + nose_tests_lvl1: + runs-on: [self-hosted] + + steps: + - name: Checkout 🛎 + uses: actions/checkout@v2 + with: + path: main_class + - name: Create or update virtual Python environment + run: | + rm -f venv/bin/python + virtualenv venv + source venv/bin/activate + pip install --upgrade pip + pip install numpy scipy pandas matplotlib cython nose parameterized + - name: make classy + run: source venv/bin/activate && cd main_class && make -j + - name: Testing 🤖 + run: | + source venv/bin/activate + cd main_class/python + OMP_NUM_THREADS=16 TEST_LEVEL=1 nosetests -v -a test_scenario test_class.py --nologcapture --nocapture diff --git a/.gitignore b/.gitignore index 1e1a5020..c2151a8c 100644 --- a/.gitignore +++ b/.gitignore @@ -6,11 +6,20 @@ class *.prof libclass.a *out +*.gch python/classy.c python/*.pyc python/build/i ini_files .vscode/ +python/classy.cpp *.pyc python/build/ +*.dSYM RealSpaceInterface/cache/ +.DS_Store +doc/manual/html +doc/manual/latex +*.gch +python/dist/ +python/classy.egg-info/ diff --git a/CLASS_rename.py b/CLASS_rename.py new file mode 100644 index 00000000..348b611b --- /dev/null +++ b/CLASS_rename.py @@ -0,0 +1,429 @@ +# Script to change the names of CLASS modules (by Nils Schöneberg & Julien Lesgourgues) +# +# Can be used to: +# - rename module files, module prefixes, module structures, module structure acronyms +# - undo renaming +# - clean the generated log and backup files +# +# usage: CLASS_rename.py [-h] --method {rename,undo,clean} [-v | -q] +# +# optional arguments: +# -h, --help show this help message and exit +# --method {rename,undo,clean} rename / undo renaming / clean +# -v, --verbose Increase the verbosity of the program for more detailed output +# -q, --quiet Make the program entirely quiet, setting the verbosity to 0. +# Also disables the user confirmation, so use it carefully +# +# The actual renaming to be performed has to be set beforehand in the section below. +# Currently this is set for the transformation +# of CLASS v2.10.8 into CLASS v3.0.0 and backwards. + +### EDIT ONLY BELOW ### +### EDIT ONLY BELOW ### + +module_filename = ["thermodynamics","perturbations","nonlinear","transfer","spectra"] +module_prefix = ["thermodynamics","perturb","nonlinear","transfer","spectra"] +structure_longname = ["thermo","perturbs","nonlinear","transfers","spectra"] +structure_shortname = ["th","pt","nl","tr","sp"] + +newmodule_filename = ["thermodynamics","perturbations","fourier","transfer","harmonic"] +newmodule_prefix = ["thermodynamics","perturbations","fourier","transfer","harmonic"] +newstructure_longname = ["thermodynamics","perturbations","fourier","transfer","harmonic"] +newstructure_shortname= ["th","pt","fo","tr","hr"] + +# Potential problem: structure short names are just two +# letters. Combinations of the same two letters may +# appear casually. Thus in some sub-cases we first +# check for exceptions. + +# to identify these exception, for each short name (e.g. 'nl'), run: +# +# > grep "nl\." */*.c */*.h */*.py */*.pyx */*.pxd */*.ipynb */*.ini *.ini +# +# > grep "\&nl" */*.c */*.h */*.py */*.pyx */*.pxd */*.ipynb */*.ini *.ini +# +# and check whether some of the lines feature an nl that has nothing +# to do with the stucture short name. If yes, write the exception in +# the dictionary below. + +exceptions = {"th":[], + "pt":[], + "nl":["nl_corr","R_nl"], + "tr":[], + "sp":["osp.","resp"]} + +prefix_exceptions = {"thermodynamics":[], + "perturbations":[], + "nonlinear":["nonlinear_method","nonlinear_scale","nonlinear_min_k_max"], + "transfer":[], + "spectra":[]} + +src_folder = "source" +incl_folder = "include" +test_folder = "test" + +### EDIT ONLY ABOVE ### +### EDIT ONLY ABOVE ### + + + + +import os +import argparse + +# parse the arguments of the command line +parser = argparse.ArgumentParser(description='Change the names of CLASS modules') +parser.add_argument("--method",choices=["rename","undo","clean"], required=True,help="Do you want to rename / undo renaming / clean the generated log and backup files? Type 'rename','undo', or 'clean'") +# default verbosity is 1, can be increased with -v or decreased with -q +group = parser.add_mutually_exclusive_group() +group.add_argument("-v", "--verbose", action="count",default=1,help="Increase the verbosity of the program for more detailed output") +group.add_argument("-q", "--quiet", action="store_true",help="Make the program entirely quiet, setting the verbosity to 0. This also disables the confirmation required by the user, so use it carefully") +parse_dict = parser.parse_args() + +if parse_dict.quiet: + parse_dict.verbose = 0 + +# Inform the user about the starting of the actual routine +if parse_dict.verbose>0: + print("START RENAMING ROUTINE v.0.3 (credits Nils Schöneberg & Julien Lesgourgues)") + print("CHECKING ALL FILES IN DIRECTORY : "+os.path.abspath(".")) + +# Find the list of all the directories that we will parse and in which we will do changes in some files +# +# Get the list of all folders and subfolders in the local folder +# After this step, each element x is such that x[0] contains a folder name 'folder/subfolder/.../' +folder_list = [x for x in os.walk(".")] +# remove .git, doc, build folders +folder_list = [x for x in folder_list if not (".git" in x[0])] +#folder_list = [x for x in folder_list if not ("doc" in x[0])] +folder_list = [x for x in folder_list if not ("doc/manual" in x[0])] +folder_list = [x for x in folder_list if not ("doc/input/latex" in x[0])] +folder_list = [x for x in folder_list if not ("build" in x[0])] +# remove the folder of the RealSpaceInterface containing cached data +folder_list = [x for x in folder_list if not ("RealSpaceInterface/static" in x[0])] +# keep only the list of all folders, not the files they contain +folder_list = [x[0] for x in folder_list] + +if parse_dict.verbose > 0: + # show the list of 'folder/subfolder/.../' + print("FOLDER LIST : "+" ".join(folder_list)) + + # let the user confirm or abort + read = input("Continue? (y/n)") + if not read.startswith("y"): + quit() + +############### +# 'undo' mode # +############### + +if parse_dict.method == "undo": + + # For each changed module/file name, go back to old file names (e.g. 'fourier.c' -> 'nonlinear.c') such that they can be overwritten by the corresponding .old files + for i in range(len(module_filename)): + xf = module_filename[i] + yf = newmodule_filename[i] + os.rename(os.path.join(src_folder,yf+".c"),os.path.join(src_folder,xf+".c")) + os.rename(os.path.join(incl_folder,yf+".h"),os.path.join(incl_folder,xf+".h")) + os.rename(os.path.join(test_folder,"test_"+yf+".c"),os.path.join(test_folder,"test_"+xf+".c")) + if parse_dict.verbose > 0: + print("REVERTED TO MODULE NAME "+xf) + + # find all folders containing .old and/or .unchanged files + for fldername in folder_list: + # First, get name of all files and subfolders in this folder + filelist_all = os.listdir(fldername) + filelist = [] + for fname in filelist_all: + tmp_name = os.path.join(fldername, fname) + # remove subfolder names, keep only file names + if os.path.isdir(tmp_name): + continue + if tmp_name.endswith(".old"): + filelist.append(fname) + elif tmp_name.endswith(".unchanged"): + filelist.append(fname) + + if parse_dict.verbose > 2: + print (fldername, filelist) + + for filename in filelist: + # remove the log files *.unchanged + # (this can be done safely, as all relevant information is in the .old files) + if(".unchanged" in filename): + os.remove(os.path.join(fldername,filename)) + + # remove the .old extensions, thus overwriting the changed files with the old files + if(".old" in filename): + os.rename(os.path.join(fldername,filename),os.path.join(fldername,filename.replace(".old",""))) + if parse_dict.verbose > 1: + print ("mv "+os.path.join(fldername,filename)+" "+os.path.join(fldername,filename.replace(".old",""))+"!") + + if parse_dict.verbose > 0: + print ("IN "+fname+", DELETED .unchanged AND RESTORED ORIGINAL FROM .old FILES") + + +################ +# 'clean' mode # +################ + +elif parse_dict.method == "clean": + + # find all folders containing .old and/or .unchanged files + for fldername in folder_list: + # First, get name of all files and subfolders in this folder + filelist_all = os.listdir(fldername) + filelist = [] + for fname in filelist_all: + tmp_name = os.path.join(fldername, fname) + # remove subfolder names, keep only file names + if os.path.isdir(tmp_name): + continue + if tmp_name.endswith(".old"): + filelist.append(fname) + elif tmp_name.endswith(".unchanged"): + filelist.append(fname) + + if parse_dict.verbose > 2: + print (fldername,filelist) + + for filename in filelist: + # just remove any .unchanged or .old files + if(".unchanged" in filename or ".old" in filename): + os.remove(os.path.join(fldername,filename)) + + if parse_dict.verbose > 0: + print ("IN "+fname+", DELETED .unchanged AND .old FILES") + + try: + # remove log files Makefile.old and possibly autostep.py + os.remove("Makefile.old") + if parse_dict.verbose > 0: + print ("REMOVED Makefile.old") + os.remove(os.path.join("python","autosetup.py")) + if parse_dict.verbose > 0: + print ("REMOVED python/autosetup.py") + except: + pass + +################# +# 'rename' mode # +################# + +elif parse_dict.method == "rename": + + # Some operations only have to be done for the first iteration over all files + # One example of this is the generation of the backup .old files + # Thus, we keep track if this is our first iteration + first_loop = True + + # loop over each module to be renamed/modified + for i in range(len(module_filename)): + + xf = module_filename[i] + xp = module_prefix[i] + xsl = structure_longname[i] + xss = structure_shortname[i] + + yf = newmodule_filename[i] + yp = newmodule_prefix[i] + ysl = newstructure_longname[i] + yss = newstructure_shortname[i] + + if parse_dict.verbose > 0: + print("BEGIN RENAMING {} -> {}".format(xsl,ysl)) + + # Parse and possibly do changes in each file of the folder fldername + for fldername in folder_list: + + # Establish the list of file to be parsed and possibly modified in this folder + + # First, get name of all files and subfolders in this folder + filelist_all = os.listdir(fldername) + filelist = [] + for fname in filelist_all: + tmp_name = os.path.join(fldername, fname) + # remove subfolder names, keep only file names + if os.path.isdir(tmp_name): + continue + # ignore the automatically generated python setup file + if "autosetup.py" in tmp_name: + continue + # take into account other files with extension .c, .py, .pyx, .pxd, .ipynb, .h, .ini + # but not the .py of the local (root) folder (and thus e.g. not this script!) + if tmp_name.endswith(".c"): + filelist.append(fname) + elif tmp_name.endswith(".py"): + if fldername != '.': + filelist.append(fname) + elif tmp_name.endswith(".pyx"): + filelist.append(fname) + elif tmp_name.endswith(".pxd"): + filelist.append(fname) + elif tmp_name.endswith(".ipynb"): + filelist.append(fname) + elif tmp_name.endswith(".h"): + filelist.append(fname) + elif tmp_name.endswith(".ini"): + filelist.append(fname) + elif tmp_name.endswith(".md"): + filelist.append(fname) + + # show the list of file to be parsed and possibly modified in this folder + if parse_dict.verbose > 1: + print("WILL MODIFY ALL FILES IN FOLDER '{}': [".format(fldername)+",".join(filelist)+"]") + + # iterate over all files in the current folder + for filename in filelist: + # open input file (with old names) + with open(os.path.join(fldername,filename),"r") as inf: + # open temporary output file (where we will subsititue the new names) + with open(os.path.join(fldername,filename+".tmp"),"w") as outf: + # open a log file with extension .unchanged where we will store lines that were not changed but should have, potentially (for visual inspection) + with open(os.path.join(fldername,filename+".unchanged"),"a") as unchf: + # iterate over each line in the input file + line = inf.readline() + while line: + + # I. Treat lines where the full structure name appears, e.g. 'nonlinear' + if "struct "+xsl in line: + if "struct "+xsl+" "+xss in line: + # replace each structure declaration (e.g. 'struct nonlinear nl' -> 'struct fourier fo') + # we isolate this case because it is very useful to catch many occurences of the structure short name (e.g. 'nl') already here + line = line.replace("struct "+xsl+" "+xss,"struct "+ysl+" "+yss) + else: + # replace other occurences (e.g. 'struct nonlinear' -> 'struct fourier') + # Special care is needed here! Check that the next character is not a letter + # Thus we only allow for a small selection of relevant possibilities + for char in ['\t','\n',' ','*','`',';',':']: + line = line.replace("struct "+xsl+char,"struct "+ysl+char) + if "cdef "+xsl in line: + if "cdef "+xsl+" "+xss in line: + # replace each structure declaration (e.g. 'cdef nonlinear nl' -> 'cdef fourier fo') + # we isolate this case because it is very useful to catch many occurences of the structure short name (e.g. 'nl') already here + line = line.replace("cdef "+xsl+" "+xss,"cdef "+ysl+" "+yss) + else: + # replace other occurences (e.g. 'cdef nonlinear' -> 'cdef fourier') + line = line.replace("cdef "+xsl,"cdef "+ysl) + if xsl+" structure" in line: + line = line.replace(xsl+" structure",ysl+" structure") + + # II. Treat lines where the module (= file) name appears + if xf.upper() in line: + # replace capitalized module name (e.g. '__NONLINEAR__' -> '__FOURIER__') + line = line.replace(xf.upper(),yf.upper()) + if xf+".c" in line: + # replace full filename in the comments (e.g. 'nonlinear.c' --> 'fourier.c') + line = line.replace(xf+".c",yf+".c") + if xf+".h" in line: + # replace full filename in the comments (e.g. 'nonlinear.h' --> 'fourier.h') + line = line.replace(xf+".h",yf+".h") + if xf+" module" in line: + # replace full filename in the comments (e.g. 'nonlinear module' --> 'fourier module') + line = line.replace(xf+" module",yf+" module") + if "\""+xf+"\"" in line: + # replace full filename in quotation marks (e.g. '"nonlinear"' --> '"fourier"') + line = line.replace("\""+xf+"\"","\""+yf+"\"") + + + # III. Treat lines where the prefix appears + if xp+"_" in line: + # replace all prefix names (e.g. 'nonlinear' -> 'fourier') + # For all prefix exceptions, substitute the problematic string with 'xx' + for i,x in enumerate(prefix_exceptions[xp]): + if x in line: + line = line.replace(x,prefix_exceptions[xp][i].replace(xp,'xx')) + # Now replace all the corresponding names where the prefix appears + line = line.replace(xp+"_",yp+"_") + # Finally, re-substitute the original exception string instead of the 'xx' + for i,x in enumerate(prefix_exceptions[xp]): + if x.replace(xp,'xx') in line: + line = line.replace(x.replace(xp,'xx'),prefix_exceptions[xp][i]) + + # IV. Treat line where short structure name appears, e.g. 'nl' + if xss in line: + + # replace pointers towards structure (e.g. 'pnl' -> 'pfo') + if "p"+xss in line: + line = line.replace("p"+xss,"p"+yss) + + # replace structure addresses (e.g. '&nl' -> '&fo') and structure short names before dots (e.g. 'nl.error_message' -> 'fo.error_message') + if "&"+xss in line or xss+"." in line: + # For all exceptions, substitute the problematic string with 'xx' + for i,x in enumerate(exceptions[xss]): + if x in line: + line = line.replace(x,exceptions[xss][i].replace(xss,'xx')) + # Now replace all structure short names before dots and addresses + line = line.replace("&"+xss,"&"+yss) + line = line.replace(xss+".",yss+".") + # Finally, re-substitute the original exception string instead of the 'xx' + for i,x in enumerate(exceptions[xss]): + if x.replace(xss,'xx') in line: + line = line.replace(x.replace(xss,'xx'),exceptions[xss][i]) + + # replace structures as fields of bigger structures in python (e.g. 'self.nl' -> 'self.fo') + if "self."+xss in line: + line = line.replace("self."+xss,"self."+yss) + + # if the line did contain the short name in another circumstances, print it in the log file .unchanged + if xss in line: + # Mark the occurence of the short name by arrows (e.g. 'only' -> 'o-->nl<--y') + unchf.write(line.replace(xss,"-->"+xss+"<--")) + + # write the line (changed or not) in the temporary output file + outf.write(line) + line = inf.readline() + + # keep the input file but add to it an extension .old (so we keep it as a backup, if something goes wrong) e.g. nonlinear.c -> nonlinear.c.old + # This is done only in the first loop over modules. + if first_loop == True: + os.rename(os.path.join(fldername,filename),os.path.join(fldername,filename+".old")) + # give to the temporary output file name its final extension (e.g. 'nonlinear.c.tmp' -> 'nonlinear.c') + os.rename(os.path.join(fldername,filename+".tmp"),os.path.join(fldername,filename)) + + if parse_dict.verbose > 1: + print("SUCCESS IN FOLDER {}".format(fldername)) + + # work on the Makefile + if parse_dict.verbose>1: + print("MODIFY MAKEFILE") + with open("Makefile","r") as inf: + # implement the changes in Makefile.tmp + with open("Makefile.tmp","w") as outf: + line = inf.readline() + while line: + # replace long names (e.g. 'nonlinear' -> 'fourier') + if xf in line: + line = line.replace(xf,yf) + # replace long names when capitalized + if xf.upper() in line: + line = line.replace(xf.upper(),yf.upper()) + outf.write(line) + line = inf.readline() + # keep old version with additional .old extension + if first_loop == True: + os.rename("Makefile","Makefile.old") + # rename Makefile.tmp -> Makefile + os.rename("Makefile.tmp","Makefile") + if parse_dict.verbose>1: + print("SUCCESS IN MODIFYING MAKEFILE") + + # change actual file names (e.g. 'nonlinear.c' -> 'fourier.c') + if parse_dict.verbose>1: + print("RENAME MODULE "+yf) + os.rename(os.path.join(src_folder,xf+".c"),os.path.join(src_folder,yf+".c")) + os.rename(os.path.join(incl_folder,xf+".h"),os.path.join(incl_folder,yf+".h")) + os.rename(os.path.join(test_folder,"test_"+xf+".c"),os.path.join(test_folder,"test_"+yf+".c")) + if parse_dict.verbose>1: + print("SUCCESS IN RENAMING MODULE "+yf) + + + if parse_dict.verbose > 0: + print("SUCCESS FOR RENAMING {} -> {}".format(xf,yf)) + + # done for this particular module + first_loop = False + +# end of loop over modulea +if parse_dict.verbose>0: + print("SUCCESS!") diff --git a/CPU b/CPU deleted file mode 100755 index d12c8e54..00000000 --- a/CPU +++ /dev/null @@ -1,427 +0,0 @@ -################################################################### -# -# CPU, a CLASS Plotting Utility -# v1.3 -# Benjamin Audren, 07.11.2011 -# -# This is a small python program aimed to gain time when comparing two -# spectra, i.e. from CAMB and CLASS, or a non-linear spectrum to a -# linear one. It is designed to be used in a command line fashion, not -# being restricted to your CLASS directory, though it recognized mainly -# CLASS output format. Far from perfect, or complete, it could use any -# suggestion for enhancing it, just to avoid losing time on useless -# matters for others. Be warned that, when comparing with other -# format, the following is assumed: there are no empty line (especially -# at the end of file). Gnuplot comment lines (starting with a # are -# allowed). This issue will cause a non-very descriptive error in CPU, -# any suggestion for testing it is welcome. Example of use: To -# superimpose two different spectra and see their global shape : python -# CPU output/lcdm_z2_pk.dat output/lncdm_z2_pk.dat To precisely compare -# the non-linear contribution of one-loop w.r.t. to TRG method: python -# CPU -i output/lcdm_1l_z1_pk.dat output/lcdm_1l_z1_pk_nl_density.dat -# output/lcdm_trg_pk_nl_density.dat The documentation available with -# --help should cover any question. -################################################################### - -from scipy import * -from scipy import interpolate -import numpy as np -import os,sys,string,io,subprocess -import argparse - -# parser for input arguments - -parser = argparse.ArgumentParser(description='CPU, a CLASS Plotting Utility, specify wether you want to superimpose, divide or interpolate different files, and behold!', - epilog='''A standard usage would be, for instance : - python CPU output/test_1l_pk.dat output/test_1l_pk_nl_density.dat -i 0 - python CPU output/wmap_cl.dat output/planck_cl.dat''', -formatter_class=argparse.RawDescriptionHelpFormatter) -parser.add_argument('files', metavar='Files', - type=str, nargs='*', - help='the relative path of the desired file to plot\nfrom the root directory of CLASS') -parser.add_argument('-d, --divide', - dest='merging',action='store_const',const='blend_against',default='blend_together', - help='divide the spectra from different files. The k-values must be strictly identical (default: plot every graph on the same plot)') -parser.add_argument('-i, --interpolate',metavar='index', - nargs='?',dest='interp',const=True,default=False, - help='interpolate the spectra on each set of k-values if different. Use to compare two (or more) graphs with different k-values. If nothing more is specified, it will plot both index in gnuplot. Otherwise, just add -i 0 to plot only the first one.') -parser.add_argument('-t', metavar='pk, cl_lin,etc...', - help='specify the file type (whether pk or cl (if not specified, cl==cl_lin, other choices are cl_log and cl_ll for log linear), only needed if your file name does not already contain one of these keywords...') -parser.add_argument('-colnum',metavar='2, 3, ...', - help='specify the column you want to plot. By default, column is 2: you are plotting TT spectrum') -parser.add_argument('-x, --x11',metavar='gnuplot terminal', - dest='term',action='store_const',const='x11',default='aqua', - help='if your version of gnuplot does not support the aqua terminal, it will pick instead the x11 one, for crappier displays') -parser.add_argument('-p, --print', - dest='printfile',action='store_true',default=False, - help='print the graph directly in a .png file') -parser.add_argument('-r, --repeat', - dest='repeat',action='store_true',default=False, - help='repeat the step for all redshifts with same base name, whatever the desired action') -parser.add_argument('-c, --cleaning',metavar='path', - nargs='?',dest='cleaning',const=True,default=False, - help='remove all .plt files in the current directory (if none specified) : keep your folders clean !') - -# Remove all .plt, interp and divided files generated in output/ -# By default, will clean current directory. - -def clean(path): - pattern1,pattern2,pattern3='.plt','_interp.dat','_divided.dat' - path+="/" - print 'Cleaning {0} directory from .plt files ...'.format(path) - i=0 - for each in os.listdir(path): - if ( (each.rfind(pattern1)!=-1) or (each.rfind(pattern2)!=-1) or (each.rfind(pattern3)!=-1) ): - name= "{0}{1}".format(path,each) - print ' deleting {0}'.format(name) - if os.remove(name)!= None: - break - i+=1 - if i==0: - print ' ==> Already as clean as possible' - else: - print ' ==> Done' - -# Errors ########################### -def error_format(): - print " Hum... have you really provided a .dat file ?" - print " We apologise for the inconvenience, but CPU is exiting now" - exit() - -def error_type(): - print " Spectrum type unrecognized or unsupported yet, sorry!" - print " Please try the -t command in addition to your previous call" - print " We apologise for the inconvenience" - exit() - -def error_number_of_files(): - print " You specified a wrong number of files for the operation you demanded, maybe you do not want to divide only one file, for instance ?" - print " We apologise for the inconvenience" - exit() -#################################### - -# Subfunction called to write on the gnuplot script file the proper file names. - -def printstring(names): - print_file=names[0].rstrip(".dat") - print_file+=".ps" - print_string="set terminal po enhanced color\nset output '{0}'\nreplot".format(print_file) - print '{0} has been generated'.format(print_file) - return print_string - -# Subfunction called to write the most of the gnuplot script file according to options. - -def headers_plot_file(spectrum_type,names,plot_line,term): - tmp=open(names[0],"r") - - # printing option - if ((args.printfile is True) and (plot_line is not False)): - print_string=printstring(names) - else: - print_string="" - - # for interpolation: index choice option - if plot_line is True: - if args.interp is not True: - if args.interp is not False: - index_string=" index {0} ".format(args.interp) - else: - index_string=" " - else: - index_string=" " - - # if args colnum not specified, put it to 2, - if args.colnum is None: - args.colnum=2 - - - if spectrum_type=='cl_lin': - if plot_line is True: - plot_string="plot " - for name in names: - plot_string+="'{0}'".format(name)+"{0}u 1:{1} w l,".format(index_string,args.colnum) - plot_string=plot_string.rstrip(",") - plot_string+="\n" - else: - plot_string='' - return "set terminal {0} enhanced\n".format(term)+"set xlabel 'l'\nset ylabel 'l(l+1)C_l / 2{/Symbol p}'\nset xr [2:]\nset format y '%.0t*10^{%T}'\nset key right\nset title 'CLASS output'\n"+plot_string+print_string - elif spectrum_type=='cl_log': - for line in tmp: - if line.rfind('multipoles')!=-1: - lmax= line.split(None)[-1] - break - if plot_line is True: - plot_string="plot " - for name in names: - plot_string+="'{0}'".format(name)+"{0}u 1:{1} w l,".format(index_string,args.colnum) - plot_string=plot_string.rstrip(",") - plot_string+="\n" - else: - plot_string='' - return "set terminal {0} enhanced\n".format(term)+"set logscale x\nset xr [2:{0}]\n".format(lmax)+"set xlabel 'l'\nset format y '%.0t*10^{%T}'\n"+"set ylabel 'l(l+1)C_l / 2{/Symbol p}'\nset key left\nset title 'CLASS output'\n"+plot_string+print_string - elif spectrum_type=='cl_ll': - for line in tmp: - if line.rfind('multipoles')!=-1: - lmax= line.split()[-1] - break - if plot_line is True: - plot_string="plot " - for name in names: - plot_string+="'{0}'".format(name)+"{0}u (sqrt($1)):{1} w l,".format(index_string,args.colnum) - plot_string=plot_string.rstrip(",") - plot_string=plot_string+"\n" - else: - plot_string='' - return "set terminal {0} enhanced\n".format(term)+"set xlabel 'l'\nset ylabel 'l(l+1)C_l / 2{/Symbol p}'\nset key right\nset title 'CLASS output'\nset xtics ('2' (2),'100' (100), '500' (500), '1000' (1000), '1500' (1500), '2000' (2000),'2500' (2500))"+"\nset format y '%.0t*10^{%T}'\n"+"set xr [2:{0}]\n".format(lmax)+plot_string+print_string - elif spectrum_type=='pk': - if plot_line is True: - plot_string="plot " - for name in names: - plot_string+="'{0}'".format(name)+"{0}w l,".format(index_string) - plot_string=plot_string.rstrip(",") - plot_string+="\n" - else: - plot_string="" - for line in tmp: - if line.rfind('redshift')!=-1: - z= line.split("=")[1] - z= z.rstrip("\n") - break - else: - z= 'I have no idea' - return "set terminal {0} enhanced\n".format(term)+"set logscale\nset xlabel 'k (h/Mpc)'\nset ylabel 'P_k (Mpc/h)^3'\nset key right\nset title 'Power spectrum at z={0}'\n".format(z)+plot_string+print_string - else: - return None - tmp.close() - -# Print all asked files one next to the other (default operation if files with different k values) -def blend_together(names,spectrum_type,term): - gnuplot_file=names[0].replace(".dat",".plt") - if gnuplot_file==names[0]: - error_format() - print ' creating {0}'.format(gnuplot_file) - plotfile = open(gnuplot_file, "w") - plotfile.write(headers_plot_file(spectrum_type, names,True,term)) - plotfile.close() - _plot(gnuplot_file) - -# Print all asked files with respect to the same k (or anything) values, all y-data being divided by the y data of the first file. -# Only valid if the k values are exactly the same (values and number of values). -def blend_against(names,spectrum_type,term): - gnuplot_file=names[0].replace(".dat",".plt") - data_file=names[0].replace(".dat","_divided.dat") - if gnuplot_file==names[0]: - error_format() - print ' creating {0} and {1}'.format(gnuplot_file,data_file) - string=['' for rows in range(10000)] - imax=0 - datafile=open(data_file,"w") - for name in names: - i=0 - tmp=open(name,"r") - for line in tmp: - if ((line.find('#')==-1) and (line.rfind('000000')==-1)): - string[i]=string[i]+line.rstrip("\n")+"\t" - if i>imax: - imax=i - i+=1 - tmp.close() - for i in range(imax): - datafile.write(string[i]+"\n") - plotfile = open(gnuplot_file,"w") - plotfile.write(headers_plot_file(spectrum_type,names,False,term)) - plot_string='unset logscale\nplot ' - x_base=1 - field_base=2 - field=2 - size=len(names) - for i in range(size): - field+=2 - plot_string+="'{0}' u {1}:(${2}/${3}) w l,".format(data_file,x_base,field,field_base) - plot_string=plot_string.rstrip(',') - plot_string+="\n" - plotfile.write(plot_string) - plotfile.close() - datafile.close() - _plot(gnuplot_file) - -# If k values are different, an interpolation is done and outputs a data file. For a two files case: -# File 1 contains ( k1 | P1(k1) ), File 2 ( k2 | P2(k2) ). The data file created will contain: -# k1 | P1(k1) | P2(k1)_interp -#(blank space for gnuplot using index 0, etc) -# k2 | P1(k2)_interp | P2(k2) -def blend_against_interp(names,spectrum_type,term): - gnuplot_file=names[0].replace(".dat",".plt") - data_file=names[0].replace(".dat","_interp.dat") - if gnuplot_file==names[0]: - error_format() - print ' creating {0} and {1}'.format(gnuplot_file,data_file) - plotfile = open(gnuplot_file,"w") - l=0 - jmax=[0 for col in range(10)] - lmax=0 - kmax=10000000 - kmin=0 - spam = np.array([[[0 for col in range(10)] for row in range(10000)] for depth in range(2)],dtype=float) - for name in names: - currentfile = open(name,"r") - print ' reading {0}..'.format(name) - j=0 - for line in currentfile: - if (line.find('#')==-1): - line=line.split() - spam[0,j,l]=float(line[0]) - spam[1,j,l]=float(line[1]) - j+=1 - jmax[l]=j - if spam[0,jmax[l]-1,l]<=kmax: - kmax=spam[0,jmax[l]-1,l] - if spam[0,0,l]>=kmin: - kmin=spam[0,0,l] - l+=1 - currentfile.close() - lmax=l - lower_bound=[0 for col in range(10)] - upper_bound=[0 for col in range(10)] - #determining the upper and lower bound for each file, to only do interpolation - for l in range (lmax): - for j in range (jmax[l]): - if ((spam[0,j,l]=kmin)): - lower_bound[l]=j+1 - if (spam[0,j,l]<=kmax): - upper_bound[l]=j - print ' -> done' - - #creating the new data file - curves=[np.array for row in range(lmax)] - interpolated=[np.array for row in range(lmax)] - for l in range (lmax): - x=spam[0,lower_bound[l]:upper_bound[l],l] - y=spam[1,lower_bound[l]:upper_bound[l],l] - curves[l]=interpolate.splrep(x,y) - - datafile = open(data_file,"w") - for l in range (lmax): - for ll in range(lmax): - if ll==l: - interpolated[ll]=spam[1,lower_bound[l]:upper_bound[l],l] - else: - x2=spam[0,lower_bound[l]:upper_bound[l],l] - interpolated[ll]=interpolate.splev(x2,curves[ll],der=0) - for j in range(upper_bound[l]-lower_bound[l]-2): - data_string='' - for ll in range(lmax): - data_string=data_string+str((interpolated[ll])[j+1])+"\t" - datafile.write(str(spam[0,j+lower_bound[l]+1,l])+"\t"+data_string+"\n") - datafile.write("\n\n") - datafile.close() - - # if index chosen - if args.interp is not True: - index_string_interp=" index {0}".format(args.interp) - else: - index_string_interp="" - plotfile = open(gnuplot_file,"w") - plotfile.write(headers_plot_file(spectrum_type,names,False,term)) - plotfile.write("unset logscale \n") - if args.t in ['cl_log', 'pk']: - plotfile.write("set logscale x\n") - plotfile.write("set xr [{0}:{1}]\n".format(kmin,kmax)) - #plotfile.write("set yr [-0.001:0.005]\n") - plot_string="plot " - for l in range(lmax-1): - plot_string+="'{0}' {1} u 1:(${2}/$2-1) w l,".format(data_file,index_string_interp,l+3) - plot_string=plot_string.rstrip(",") - plot_string=plot_string+"\n" - plotfile.write(plot_string) - - if (args.printfile is True): - plotfile.write(printstring(names)) - - plotfile.close() - _plot(gnuplot_file) - -# Launch session of gnuplot with generated gnuplot script file -def _plot(gnuplot_file): - os.system("gnuplot -persist '{0}'".format(gnuplot_file)) - - -####################################################### -################## MAIN PART ########################## -####################################################### - -print '~~~ CPU, a CLASS Plotting Utility ~~~' -args = parser.parse_args() - -# check if the user want to clean its directory first -if args.cleaning is not False: - if args.cleaning is not True: - clean(args.cleaning) - else: - clean(os.getcwd()) - exit() - -# if there are no argument in the input, print usage -if len(args.files)==0: - parser.print_usage() - exit() - -# if the first file name contains cl or pk, infer the type of desired spectrum -if ((args.files[0].rfind('cl')!=-1) and (args.t is None)): - spectrum_type='cl_lin' - args.t = 'cl_lin' -elif args.files[0].rfind('pk')!=-1: - spectrum_type='pk' - args.t = 'pk' -elif args.t is not None: - spectrum_type=args.t -else: - error_type() - -# repeater -temp_path=args.files[0].split("/") -if len(temp_path)> 1: - path=temp_path[-2] -else: - path=os.getcwd() -list_file=['' for i in range(len(args.files)*10)] -if (temp_path[-1].rfind("z")!=-1 and args.repeat is True): - root_name=temp_path[-1].split("z")[-2] - for any in range (0,len(args.files)): - extension_name=args.files[any].split("/")[-1].split("_")[-1] - i=0 - for each in os.listdir(path): - if (("z" in each) and (each.split("z")[-2]==root_name) and (each.split("_")[-1]==extension_name)): - if len(temp_path)>1: - list_file[any+len(args.files)*i]=temp_path[-2]+"/"+each - else: - list_file[any+len(args.files)*i]=each - i+=1 - if args.repeat is True: - repeat_len=i-1 - else: - repeat_len=0 -else: - for any in range(0,len(args.files)): - list_file[any]=args.files[any] - repeat_len=0 - - -# actual computation -for i in range(0,repeat_len+1): - local_files=['' for k in range(len(args.files))] - for j in range(0,len(args.files)): - local_files[j]=list_file[j+len(args.files)*i] - if args.interp is False: - if args.merging=='blend_together': - blend_together(local_files,spectrum_type,args.term) - else: - if len(local_files)<2: - error_number_of_files() - else: - blend_against(local_files,spectrum_type,args.term) - else: - print '**interpolating (please wait)' - blend_against_interp(local_files,spectrum_type,args.term) - -exit() diff --git a/Makefile b/Makefile old mode 100755 new mode 100644 index b27e9926..67a3f04f --- a/Makefile +++ b/Makefile @@ -1,5 +1,6 @@ #Some Makefile for CLASS. #Julien Lesgourgues, 28.11.2011 +#Nils Schöneberg, Matteo Lucca, 27.02.2019 MDIR := $(shell pwd) WRKDIR = $(MDIR)/build @@ -10,6 +11,7 @@ WRKDIR = $(MDIR)/build vpath %.c source:tools:main:test vpath %.o build +vpath %.opp build vpath .base build ######################################################## @@ -20,6 +22,7 @@ vpath .base build CC = gcc #CC = icc #CC = pgcc +CPP = g++ --std=c++11 -fpermissive -Wno-write-strings # your tool for creating static libraries: AR = ar rv @@ -28,17 +31,16 @@ AR = ar rv # In order to use Python 3, you can manually # substitute python3 to python in the line below, or you can simply # add a compilation option on the terminal command line: -# "PYTHON=python3 make all" (THanks to Marius Millea for pyhton3 -# compatibility) +# "PYTHON=python3 make all" (Thanks to Marius Millea for python3 compatibility) PYTHON ?= python # your optimization flag -OPTFLAG = -O4 -ffast-math #-march=native +OPTFLAG = -O3 #OPTFLAG = -Ofast -ffast-math #-march=native #OPTFLAG = -fast # your openmp flag (comment for compiling without openmp) -OMPFLAG = -fopenmp +OMPFLAG = -pthread #-fopenmp #OMPFLAG = -mp -mp=nonuma -mp=allcores -g #OMPFLAG = -openmp @@ -47,37 +49,70 @@ CCFLAG = -g -fPIC LDFLAG = -g -fPIC # leave blank to compile without HyRec, or put path to HyRec directory -# (with no slash at the end: e.g. hyrec or ../hyrec) -HYREC = hyrec +# (with no slash at the end: e.g. "external/RecfastCLASS") +HYREC = external/HyRec2020 +RECFAST = external/RecfastCLASS +HEATING = external/heating + +# path to hi_class external modules (with no slash at the end). +# do not leave blank otherwise the code does not compile +HI_CLASS_PATH = gravity_smg ######################################################## ###### IN PRINCIPLE THE REST SHOULD BE LEFT UNCHANGED ## ######################################################## # pass current working directory to the code -CCFLAG += -D__CLASSDIR__='"$(MDIR)"' +CLASSDIR ?= $(MDIR) +CCFLAG += -D__CLASSDIR__='"$(CLASSDIR)"' # where to find include files *.h INCLUDES = -I../include +HEADERFILES = $(wildcard ./include/*.h) # automatically add external programs if needed. First, initialize to blank. EXTERNAL = -# eventually update flags for including HyRec +vpath %.c $(RECFAST) +#CCFLAG += -DRECFAST +INCLUDES += -I../$(RECFAST) +EXTERNAL += wrap_recfast.o +HEADERFILES += $(wildcard ./$(RECFAST)/*.h) + +vpath %.c $(HEATING) +#CCFLAG += -DHEATING +INCLUDES += -I../$(HEATING) +EXTERNAL += injection.o noninjection.o +HEADERFILES += $(wildcard ./$(HEATING)/*.h) + +# update flags for including HyRec ifneq ($(HYREC),) vpath %.c $(HYREC) CCFLAG += -DHYREC #LDFLAGS += -DHYREC -INCLUDES += -I../hyrec -EXTERNAL += hyrectools.o helium.o hydrogen.o history.o +INCLUDES += -I../$(HYREC) +EXTERNAL += hyrectools.o helium.o hydrogen.o history.o wrap_hyrec.o energy_injection.o +HEADERFILES += $(wildcard ./$(HYREC)/*.h) endif -%.o: %.c .base +# eventually update flags for including gravity_smg +ifneq ($(HI_CLASS_PATH),) +vpath %.c $(HI_CLASS_PATH) +CCFLAG += -DHI_CLASS_PATH +#LDFLAGS += -DHI_CLASS_PATH +INCLUDES += -I../gravity_smg/include +EXTERNAL += input_smg.o background_smg.o perturbations_smg.o fourier_smg.o gravity_functions_smg.o gravity_models_smg.o +endif + +%.o: %.c .base $(HEADERFILES) cd $(WRKDIR);$(CC) $(OPTFLAG) $(OMPFLAG) $(CCFLAG) $(INCLUDES) -c ../$< -o $*.o -TOOLS = growTable.o dei_rkck.o sparse.o evolver_rkck.o evolver_ndf15.o arrays.o parser.o quadrature.o hyperspherical.o common.o rootfinder.o +%.opp: %.c .base $(HEADERFILES) + cd $(WRKDIR);$(CPP) $(OPTFLAG) $(OMPFLAG) $(CCFLAG) $(INCLUDES) -c ../$< -o $*.opp + +TOOLS = growTable.o dei_rkck.o sparse.o evolver_rkck.o evolver_ndf15.o arrays.opp parser.o quadrature.o hyperspherical.opp common.o rootfinder.o trigonometric_integrals.o -SOURCE = input.o background.o thermodynamics.o perturbations.o primordial.o nonlinear.o transfer.o spectra.o lensing.o +SOURCE = input.o background.o thermodynamics.o perturbations.opp primordial.opp fourier.o transfer.opp harmonic.opp lensing.opp distortions.o INPUT = input.o @@ -93,12 +128,14 @@ TRANSFER = transfer.o PRIMORDIAL = primordial.o -SPECTRA = spectra.o +HARMONIC = harmonic.o -NONLINEAR = nonlinear.o +FOURIER = fourier.o LENSING = lensing.o +DISTORTIONS = distortions.o + OUTPUT = output.o CLASS = class.o @@ -107,11 +144,11 @@ TEST_LOOPS = test_loops.o TEST_LOOPS_OMP = test_loops_omp.o -TEST_DEGENERACY = test_degeneracy.o +TEST_HARMONIC = test_harmonic.o TEST_TRANSFER = test_transfer.o -TEST_NONLINEAR = test_nonlinear.o +TEST_FOURIER = test_fourier.o TEST_PERTURBATIONS = test_perturbations.o @@ -119,15 +156,11 @@ TEST_THERMODYNAMICS = test_thermodynamics.o TEST_BACKGROUND = test_background.o -TEST_SIGMA = test_sigma.o - TEST_HYPERSPHERICAL = test_hyperspherical.o -TEST_STEPHANE = test_stephane.o - C_TOOLS = $(addprefix tools/, $(addsuffix .c,$(basename $(TOOLS)))) C_SOURCE = $(addprefix source/, $(addsuffix .c,$(basename $(SOURCE) $(OUTPUT)))) -C_TEST = $(addprefix test/, $(addsuffix .c,$(basename $(TEST_DEGENERACY) $(TEST_LOOPS) $(TEST_TRANSFER) $(TEST_NONLINEAR) $(TEST_PERTURBATIONS) $(TEST_THERMODYNAMICS)))) +C_TEST = $(addprefix test/, $(addsuffix .c,$(basename $(TEST_DEGENERACY) $(TEST_LOOPS) $(TEST_TRANSFER) $(TEST_FOURIER) $(TEST_PERTURBATIONS) $(TEST_THERMODYNAMICS)))) C_MAIN = $(addprefix main/, $(addsuffix .c,$(basename $(CLASS)))) C_ALL = $(C_MAIN) $(C_TOOLS) $(C_SOURCE) H_ALL = $(addprefix include/, common.h svnversion.h $(addsuffix .h, $(basename $(notdir $(C_ALL))))) @@ -142,53 +175,40 @@ libclass.a: $(TOOLS) $(SOURCE) $(EXTERNAL) $(AR) $@ $(addprefix build/, $(TOOLS) $(SOURCE) $(EXTERNAL)) class: $(TOOLS) $(SOURCE) $(EXTERNAL) $(OUTPUT) $(CLASS) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o class $(addprefix build/,$(notdir $^)) -lm - -test_sigma: $(TOOLS) $(SOURCE) $(EXTERNAL) $(OUTPUT) $(TEST_SIGMA) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o test_sigma $(addprefix build/,$(notdir $^)) -lm + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o class $(addprefix build/,$(notdir $^)) -lm test_loops: $(TOOLS) $(SOURCE) $(EXTERNAL) $(OUTPUT) $(TEST_LOOPS) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm test_loops_omp: $(TOOLS) $(SOURCE) $(EXTERNAL) $(OUTPUT) $(TEST_LOOPS_OMP) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm -test_stephane: $(TOOLS) $(SOURCE) $(EXTERNAL) $(OUTPUT) $(TEST_STEPHANE) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm - -test_degeneracy: $(TOOLS) $(SOURCE) $(EXTERNAL) $(OUTPUT) $(TEST_DEGENERACY) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm +test_harmonic: $(TOOLS) $(SOURCE) $(EXTERNAL) $(TEST_HARMONIC) + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm test_transfer: $(TOOLS) $(SOURCE) $(EXTERNAL) $(TEST_TRANSFER) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm -test_nonlinear: $(TOOLS) $(SOURCE) $(EXTERNAL) $(TEST_NONLINEAR) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm +test_fourier: $(TOOLS) $(SOURCE) $(EXTERNAL) $(TEST_FOURIER) + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm test_perturbations: $(TOOLS) $(SOURCE) $(EXTERNAL) $(TEST_PERTURBATIONS) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm test_thermodynamics: $(TOOLS) $(SOURCE) $(EXTERNAL) $(TEST_THERMODYNAMICS) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm test_background: $(TOOLS) $(SOURCE) $(EXTERNAL) $(TEST_BACKGROUND) - $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm + $(CPP) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o $@ $(addprefix build/,$(notdir $^)) -lm test_hyperspherical: $(TOOLS) $(TEST_HYPERSPHERICAL) $(CC) $(OPTFLAG) $(OMPFLAG) $(LDFLAG) -o test_hyperspherical $(addprefix build/,$(notdir $^)) -lm - tar: $(C_ALL) $(C_TEST) $(H_ALL) $(PRE_ALL) $(INI_ALL) $(MISC_FILES) $(HYREC) $(PYTHON_FILES) tar czvf class.tar.gz $(C_ALL) $(H_ALL) $(PRE_ALL) $(INI_ALL) $(MISC_FILES) $(HYREC) $(PYTHON_FILES) classy: libclass.a python/classy.pyx python/cclassy.pxd -ifdef OMPFLAG - cp python/setup.py python/autosetup.py -else - grep -v "lgomp" python/setup.py > python/autosetup.py -endif - cd python; export CC=$(CC); $(PYTHON) autosetup.py install || $(PYTHON) autosetup.py install --user - rm python/autosetup.py + cd python; export CC=$(CC); $(PYTHON) setup.py install || $(PYTHON) setup.py install --user clean: .base rm -rf $(WRKDIR); diff --git a/README.md b/README.md index 0307968e..c3efae43 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,11 @@ CLASS: Cosmic Linear Anisotropy Solving System {#mainpage} ============================================== -Authors: Julien Lesgourgues and Thomas Tram +Authors: Julien Lesgourgues, Thomas Tram, Nils Schoeneberg with several major inputs from other people, especially Benjamin Audren, Simon Prunet, Jesus Torrado, Miguel Zumalacarregui, Francesco -Montanari, etc. +Montanari, Deanna Hooper, Samuel Brieden, Daniel Meinert, Matteo Lucca, etc. For download and information, see http://class-code.net @@ -44,7 +44,9 @@ explaining the use of all possible input parameters. We recommend to read it, to keep it unchanged (for future reference), and to create for your own purposes some shorter input files, containing only the input lines which are useful for you. Input files must have a *.ini -extension. +extension. We provide an example of an input file containing a +selection of the most used parameters, default.ini, that you may use as a +starting point. If you want to play with the precision/speed of the code, you can use one of the provided precision files (e.g. cl_permille.pre) or modify diff --git a/REFCLASS.pre b/REFCLASS.pre deleted file mode 100644 index 4bb7c482..00000000 --- a/REFCLASS.pre +++ /dev/null @@ -1,108 +0,0 @@ -# this precision file obtained as follows: -# - computing adiabatic scalar unlensed ClT only (ndf15 integrator with AMD) -# - for each precision parameter varied individually, Deltachi2(Planck) between high-precision limit and selected value = 1.e-3 - -a_ini_over_a_today_default = 1.e-14 -back_integration_stepsize = 7.e-3 -tol_background_integration = 1.e-2 - -recfast_z_initial=1.e4 - -recfast_Nz0=100000 -tol_thermo_integration=1.e-5 - -recfast_Heswitch=6 -recfast_fudge_He=0.86 - -recfast_Hswitch = 1 #_TRUE_ -recfast_fudge_H = 1.14 -recfast_delta_fudge_H = -0.035 -recfast_AGauss1 = -0.14 -recfast_AGauss2 = 0.05 -recfast_zGauss1 = 7.28 -recfast_zGauss2 = 6.75 -recfast_wGauss1 = 0.18 -recfast_wGauss2 = 0.33 - -recfast_z_He_1 = 8000. -recfast_delta_z_He_1 = 50. -recfast_z_He_2 = 5000. -recfast_delta_z_He_2 = 100. -recfast_z_He_3 = 3500. -recfast_delta_z_He_3 = 50. -recfast_x_He0_trigger = 0.995 -recfast_x_He0_trigger2 = 0.995 -recfast_x_He0_trigger_delta = 0.01 -recfast_x_H0_trigger = 0.995 -recfast_x_H0_trigger2 = 0.995 -recfast_x_H0_trigger_delta = 0.01 - -recfast_H_frac=1.e-3 - -reionization_z_start_max = 50. -reionization_sampling=1.e-2 -reionization_optical_depth_tol=1.e-2 -reionization_exponent=1.5 - -reionization_width=0.5 - -reionization_start_factor=8. -helium_fullreio_redshift=3.5 -helium_fullreio_width=0.5 - -thermo_rate_smoothing_radius=50 - -gauge=1 #synchronous - -k_scalar_min_eta0=0.002 -k_scalar_max_eta0_over_l_max=3. -k_scalar_step_sub=0.015 -k_scalar_step_super=0.0001 # was 0.0005 -k_scalar_step_transition=0.2 # was 0.2 - -#start_small_k_at_eta_g_over_eta_h = 0.006 -#start_large_k_at_eta_g_over_eta_k = 1.e-5 -#tight_coupling_trigger_eta_g_over_eta_h=0.008 -#tight_coupling_trigger_eta_g_over_eta_k=0.05 -#start_sources_at_eta_g_over_eta_h = 0.01 -start_small_k_at_eta_g_over_eta_h = 0.0004 -start_large_k_at_eta_h_over_eta_k = 0.15 -tight_coupling_trigger_eta_g_over_eta_h=0.005 -tight_coupling_trigger_eta_g_over_eta_k=0.008 -start_sources_at_eta_g_over_eta_h = 0.006 -tight_coupling_approximation=5 #(int)second_order_CRS; - -l_max_g=25 -l_max_pol_g=25 -l_max_nur=35 -l_max_ncdm1=28 - -tol_eta_approx=1.e-5 -tol_perturb_integration=1.e-6 -perturb_sampling_stepsize=0.01 - -free_streaming_approximation = 2 -free_streaming_trigger_eta_h_over_eta_k = 120. -free_streaming_trigger_Omega_r = 0.07 - -l_logstep=1.026 -l_linstep=25 - -bessel_x_step=0.005 -bessel_j_cut=5.e-10 # WATCH IT! -bessel_delta_x_min =1.e-4 -bessel_file_name=bessel_large.dat - -k_per_decade_primordial = 10. - -k_step_trans_scalars=0.002 - -transfer_cut=1 #0=none,1=osc,2=cl #segfault with zero, watch it! -transfer_cut_threshold_osc=0.005 # with 0.005, more smooth than when smaller for l>2000 WATCH IT -transfer_cut_threshold_cl=1.e-8 # not robust if tilted or if one Delta_l(k) oscillation tangents zero - -evolver=0 - -l_switch_limber = 40. -num_mu_minus_lmax = 1000. -delta_l_max = 1000. \ No newline at end of file diff --git a/REFCLASS_tClpCl.pre b/REFCLASS_tClpCl.pre deleted file mode 100644 index dde3b6ab..00000000 --- a/REFCLASS_tClpCl.pre +++ /dev/null @@ -1,108 +0,0 @@ -# this precision file obtained as follows: -# - computing adiabatic scalar unlensed ClT only (ndf15 integrator with AMD) -# - for each precision parameter varied individually, Deltachi2(Planck) between high-precision limit and selected value = 1.e-3 - -a_ini_over_a_today_default = 1.e-14 -back_integration_stepsize = 7.e-3 -tol_background_integration = 1.e-2 - -recfast_z_initial=1.e4 - -recfast_Nz0=100000 -tol_thermo_integration=1.e-5 - -recfast_Heswitch=6 -recfast_fudge_He=0.86 - -recfast_Hswitch = 1 #_TRUE_ -recfast_fudge_H = 1.14 -recfast_delta_fudge_H = -0.035 -recfast_AGauss1 = -0.14 -recfast_AGauss2 = 0.05 -recfast_zGauss1 = 7.28 -recfast_zGauss2 = 6.75 -recfast_wGauss1 = 0.18 -recfast_wGauss2 = 0.33 - -recfast_z_He_1 = 8000. -recfast_delta_z_He_1 = 50. -recfast_z_He_2 = 5000. -recfast_delta_z_He_2 = 100. -recfast_z_He_3 = 3500. -recfast_delta_z_He_3 = 50. -recfast_x_He0_trigger = 0.995 -recfast_x_He0_trigger2 = 0.995 -recfast_x_He0_trigger_delta = 0.01 -recfast_x_H0_trigger = 0.995 -recfast_x_H0_trigger2 = 0.995 -recfast_x_H0_trigger_delta = 0.01 - -recfast_H_frac=1.e-3 - -reionization_z_start_max = 50. -reionization_sampling=1.e-2 -reionization_optical_depth_tol=1.e-2 -reionization_exponent=1.5 - -reionization_width=0.5 - -reionization_start_factor=8. -helium_fullreio_redshift=3.5 -helium_fullreio_width=0.5 - -thermo_rate_smoothing_radius=50 - -gauge=1 #synchronous - -k_scalar_min_eta0=0.003 -k_scalar_max_eta0_over_l_max=3. -k_scalar_step_sub=0.01 -k_scalar_step_super=0.0005 -k_scalar_step_transition=0.2 - -#start_small_k_at_eta_g_over_eta_h = 0.006 -#start_large_k_at_eta_g_over_eta_k = 1.e-5 -#tight_coupling_trigger_eta_g_over_eta_h=0.008 -#tight_coupling_trigger_eta_g_over_eta_k=0.05 -#start_sources_at_eta_g_over_eta_h = 0.01 -start_small_k_at_eta_g_over_eta_h = 0.0004 -start_large_k_at_eta_h_over_eta_k = 0.15 -tight_coupling_trigger_eta_g_over_eta_h=0.005 -tight_coupling_trigger_eta_g_over_eta_k=0.008 -start_sources_at_eta_g_over_eta_h = 0.006 -tight_coupling_approximation=5 #(int)second_order_CRS; - -l_max_g=25 -l_max_pol_g=25 -l_max_nur=35 -l_max_ncdm1=28 - -tol_eta_approx=1.e-5 -tol_perturb_integration=1.e-6 -perturb_sampling_stepsize=0.01 - -free_streaming_approximation = 2 -free_streaming_trigger_eta_h_over_eta_k = 120. -free_streaming_trigger_Omega_r = 0.07 - -l_logstep=1.026 -l_linstep=25 - -bessel_x_step=0.01 -bessel_j_cut=5.e-10 # WATCH IT! -bessel_delta_x_min =1.e-4 -bessel_file_name=bessel_large.dat - -k_per_decade_primordial = 10. - -k_step_trans_scalars=0.04 # 0.04 to smooth oscillations at l<200, but 0.2 reasonnable; smaller -> job killed on superb - -transfer_cut=2 #0=none,1=osc,2=cl #segfault with zero, watch it! -transfer_cut_threshold_osc=0.005 # with 0.005, more smooth than when smaller for l>2000 WATCH IT -transfer_cut_threshold_cl=1.e-8 - -evolver=0 - -l_switch_limber = 10. -num_mu_minus_lmax = 1000. -delta_l_max = 2000. \ No newline at end of file diff --git a/RealSpaceInterface/__pycache__/config.cpython-36.pyc b/RealSpaceInterface/__pycache__/config.cpython-36.pyc deleted file mode 100644 index 69bdfa6e..00000000 Binary files a/RealSpaceInterface/__pycache__/config.cpython-36.pyc and /dev/null differ diff --git a/base_2015_plikHM_TT_lowTEB_lensing.ini b/base_2015_plikHM_TT_lowTEB_lensing.ini index 3fecd492..f14d4ada 100644 --- a/base_2015_plikHM_TT_lowTEB_lensing.ini +++ b/base_2015_plikHM_TT_lowTEB_lensing.ini @@ -13,10 +13,11 @@ H0 = 67.86682 omega_b = 0.02227716 -N_ur = 2.03066666667 +N_ur = 2.046 omega_cdm = 0.1184293 N_ncdm = 1 -omega_ncdm = 0.0006451439 +m_ncdm = 0.06 +T_ncdm = 0.7137658555036082 # (4/11)^(1/3) #-------------------------------- #----> thermodynamics parameters: @@ -45,7 +46,7 @@ non linear = halofit output = tCl,pCl,lCl,mPk lensing = yes -root = output/base_2015_plikHM_TT_lowTEB_lensing_ +root = output/base_2015_plikHM_TT_lowTEB_lensing write warnings = yes write parameters = yes @@ -56,7 +57,7 @@ thermodynamics_verbose = 1 perturbations_verbose = 1 transfer_verbose = 1 primordial_verbose = 1 -spectra_verbose = 1 -nonlinear_verbose = 1 +harmonic_verbose = 1 +fourier_verbose = 1 lensing_verbose = 1 output_verbose = 1 \ No newline at end of file diff --git a/base_2018_plikHM_TTTEEE_lowl_lowE_lensing.ini b/base_2018_plikHM_TTTEEE_lowl_lowE_lensing.ini index 91071229..3b6808a0 100644 --- a/base_2018_plikHM_TTTEEE_lowl_lowE_lensing.ini +++ b/base_2018_plikHM_TTTEEE_lowl_lowE_lensing.ini @@ -13,10 +13,11 @@ H0 = 67.32117 omega_b = 0.02238280 -N_ur = 2.03066666667 +N_ur = 2.046 omega_cdm = 0.1201075 N_ncdm = 1 -omega_ncdm = 0.0006451439 +m_ncdm = 0.06 +T_ncdm = 0.7137658555036082 # (4/11)^(1/3) #-------------------------------- #----> thermodynamics parameters: @@ -45,7 +46,7 @@ non linear = halofit output = tCl,pCl,lCl,mPk lensing = yes -root = output/base_2018_plikHM_TTTEEE_lowl_lowE_lensing_ +root = output/base_2018_plikHM_TTTEEE_lowl_lowE_lensing write warnings = yes write parameters = yes @@ -56,7 +57,7 @@ thermodynamics_verbose = 1 perturbations_verbose = 1 transfer_verbose = 1 primordial_verbose = 1 -spectra_verbose = 1 -nonlinear_verbose = 1 +harmonic_verbose = 1 +fourier_verbose = 1 lensing_verbose = 1 output_verbose = 1 \ No newline at end of file diff --git a/cl_ref.pre b/cl_ref.pre index 376e5bbb..ccb86d11 100644 --- a/cl_ref.pre +++ b/cl_ref.pre @@ -27,8 +27,14 @@ l_max_pol_g=25 l_max_ur=50 l_max_ncdm=50 -tol_perturb_integration=1.e-6 -perturb_sampling_stepsize=0.01 +#Maximum multipoles in the tensor hierarchy +#This requires hierarchy = tam in the .ini file, otherwise the precision is too stiff for the optimal hierarchy. +l_max_g_ten=50 +l_max_pol_g_ten=25 +l_max_ur_ten=50 + +tol_perturbations_integration=1.e-6 +perturbations_sampling_stepsize=0.01 radiation_streaming_approximation = 2 radiation_streaming_trigger_tau_over_tau_k = 240. diff --git a/cpp/ClassEngine.cc b/cpp/ClassEngine.cc index 82fcd31b..7e077cd2 100644 --- a/cpp/ClassEngine.cc +++ b/cpp/ClassEngine.cc @@ -30,7 +30,7 @@ template std::string str(const T &x){ std::ostringstream os; os << x; return os.str(); -}; +} //specilization template<> std::string str (const float &x){ std::ostringstream os; @@ -65,13 +65,13 @@ template string str(const unsigned long long &x); //--------------- // Constructors -- //---------------- -ClassEngine::ClassEngine(const ClassParams& pars): cl(0),dofree(true){ +ClassEngine::ClassEngine(const ClassParams& pars, bool verbose): cl(0),dofree(true){ //prepare fp structure size_t n=pars.size(); // - parser_init(&fc,n,"pipo",_errmsg); - + parser_init(&fc,n,(char*)"pipo",_errmsg); + //config for (size_t i=0;i> _lmax; } } - cout << __FILE__ << " : using lmax=" << _lmax <0); + if( verbose ) cout << __FILE__ << " : using lmax=" << _lmax <0); // this collides with transfer function calculations //input - if (input_init(&fc,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,_errmsg) == _FAILURE_) + if (input_read_from_file(&fc,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&sd,&op,_errmsg) == _FAILURE_) throw invalid_argument(_errmsg); //proetction parametres mal defini @@ -99,16 +99,18 @@ ClassEngine::ClassEngine(const ClassParams& pars): cl(0),dofree(true){ //calcul class computeCls(); - + //cout <<"creating " << sp.ct_size << " arrays" <> _lmax; } } - cout << __FILE__ << " : using lmax=" << _lmax <%s\n",errmsg); + + if (input_read_from_file(pfc,ppr,pba,pth,ppt,ptr,ppm,psp,pnl,ple,psd,pop,errmsg) == _FAILURE_) { + printf("\n\nError running input_read_from_file \n=>%s\n",errmsg); dofree=false; return _FAILURE_; } @@ -304,6 +310,19 @@ int ClassEngine::class_main( return _FAILURE_; } + if (distortions_init(ppr,pba,pth,ppt,ppm,psd) == _FAILURE_) { + printf("\n\nError in distortions_init \n=>%s\n",psd->error_message); + lensing_free(&le); + spectra_free(&sp); + transfer_free(&tr); + nonlinear_free(&nl); + primordial_free(&pm); + perturb_free(&pt); + thermodynamics_free(&th); + background_free(&ba); + dofree=false; + return _FAILURE_; + } dofree=true; return _SUCCESS_; @@ -317,7 +336,7 @@ int ClassEngine::computeCls(){ //printFC(); #endif - int status=this->class_main(&fc,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,_errmsg); + int status=this->class_main(&fc,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&sd,&op,_errmsg); #ifdef DBUG cout <<"status=" << status << endl; #endif @@ -327,28 +346,33 @@ int ClassEngine::computeCls(){ int ClassEngine::freeStructs(){ - - + + + if (distortions_free(&sd) == _FAILURE_) { + printf("\n\nError in distortions_free \n=>%s\n",sd.error_message); + return _FAILURE_; + } + if (lensing_free(&le) == _FAILURE_) { printf("\n\nError in spectra_free \n=>%s\n",le.error_message); return _FAILURE_; } - + if (nonlinear_free(&nl) == _FAILURE_) { printf("\n\nError in nonlinear_free \n=>%s\n",nl.error_message); return _FAILURE_; } - + if (spectra_free(&sp) == _FAILURE_) { printf("\n\nError in spectra_free \n=>%s\n",sp.error_message); return _FAILURE_; } - + if (primordial_free(&pm) == _FAILURE_) { printf("\n\nError in primordial_free \n=>%s\n",pm.error_message); return _FAILURE_; } - + if (transfer_free(&tr) == _FAILURE_) { printf("\n\nError in transfer_free \n=>%s\n",tr.error_message); return _FAILURE_; @@ -372,13 +396,103 @@ ClassEngine::freeStructs(){ return _SUCCESS_; } +void ClassEngine::call_perturb_sources_at_tau( + int index_md, + int index_ic, + int index_tp, + double tau, + double * psource + ) { + if( perturb_sources_at_tau( &pt, index_md, index_ic, index_tp, tau, psource ) == _FAILURE_){ + cerr << ">>>fail getting Tk type=" << (int)index_tp <& k, + std::vector& d_cdm, + std::vector& d_b, + std::vector& d_ncdm, + std::vector& d_tot, + std::vector& t_cdm, + std::vector& t_b, + std::vector& t_ncdm, + std::vector& t_tot ) +{ + + if (!dofree) throw out_of_range("no Tk available because CLASS failed"); + + double tau; + int index; + //transform redshift in conformal time + background_tau_of_z(&ba,z,&tau); + + if(log(tau) < pt.ln_tau[0]){ + cerr << "Asking sources at a z bigger than z_max_pk, something probably went wrong\n"; + throw out_of_range(pt.error_message); + } + + double *pvecback=new double[ba.bg_size]; + background_at_tau(&ba,tau,long_info,inter_normal, &index, pvecback); + double fHa = pvecback[ba.index_bg_f] * (pvecback[ba.index_bg_a]*pvecback[ba.index_bg_H]); + delete[] pvecback; + + // copy transfer func data to temporary + const size_t index_md = pt.index_md_scalars; + d_cdm.assign( pt.k_size[index_md], 0.0 ); + d_b.assign( pt.k_size[index_md], 0.0 ); + d_ncdm.assign( pt.k_size[index_md], 0.0 ); + d_tot.assign( pt.k_size[index_md], 0.0 ); + t_cdm.assign( pt.k_size[index_md], 0.0 ); + t_b.assign( pt.k_size[index_md], 0.0 ); + t_ncdm.assign( pt.k_size[index_md], 0.0 ); + t_tot.assign( pt.k_size[index_md], 0.0 ); + + if( pt.ic_size[index_md] > 1 ){ + cerr << ">>>have more than 1 ICs, will use first and ignore others" << endl; + } + + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_delta_cdm, tau, &d_cdm[0]); + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_delta_b, tau, &d_b[0]); + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_delta_ncdm1, tau, &d_ncdm[0]); + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_delta_tot, tau, &d_tot[0]); + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_theta_b, tau, &t_b[0]); + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_theta_ncdm1, tau, &t_ncdm[0]); + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_theta_tot, tau, &d_tot[0]); + + // + std::vector h_prime(pt.k_size[index_md],0.0), eta_prime(pt.k_size[index_md],0.0); + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_eta_prime, tau, &eta_prime[0]); + call_perturb_sources_at_tau(index_md, 0, pt.index_tp_h_prime, tau, &h_prime[0]); + + // gauge trafo velocities, store k-vector + for (int index_k=0; index_k(l),cl) == _FAILURE_){ - cerr << ">>>fail getting Cl type=" << (int)t << " @l=" << l <>>fail getting Cl type=" << (int)t << " @l=" << l <& lvec, //input - std::vector& cltt, - std::vector& clte, - std::vector& clee, +void +ClassEngine::getCls(const std::vector& lvec, //input + std::vector& cltt, + std::vector& clte, + std::vector& clee, std::vector& clbb) { cltt.resize(lvec.size()); clte.resize(lvec.size()); clee.resize(lvec.size()); clbb.resize(lvec.size()); - + for (size_t i=0;i& lvec, //input } } - -bool -ClassEngine::getLensing(const std::vector& lvec, //input - std::vector& clpp , - std::vector& cltp , + +bool +ClassEngine::getLensing(const std::vector& lvec, //input + std::vector& clpp , + std::vector& cltp , std::vector& clep ){ - + clpp.resize(lvec.size()); cltp.resize(lvec.size()); clep.resize(lvec.size()); - + for (size_t i=0;ilong_info,pba->inter_normal,&last_index,pvecback); spectra_sigma(&ba,&pm,&sp,8./ba.h,z,&sigma8); @@ -521,7 +635,8 @@ double ClassEngine::get_Az(double z) double Dv = get_Dv(z); // A(z)=100DV(z)sqrt(~mh2)/cz double omega_bidon = 0.12 ; - double Az = 100.*Dv*sqrt(omega_bidon)/(3.e8*z); // is there speed of light somewhere ? + double Az = 100.*Dv*sqrt(omega_bidon)/(3.e8*z); // is there speed of light somewhere ? + return Az; } // -------------------------- @@ -533,12 +648,11 @@ double ClassEngine::get_Dv(double z) //transform redshift in conformal time background_tau_of_z(&ba,z,&tau); - //pvecback must be allocated + //pvecback must be allocated pvecback=(double *)malloc(ba.bg_size*sizeof(double)); //call to fill pvecback - background_at_tau(&ba,tau,ba.long_info,ba.inter_normal, &index, pvecback); - + background_at_tau(&ba,tau,long_info,inter_normal, &index, pvecback); double H_z=pvecback[ba.index_bg_H]; double D_ang=pvecback[ba.index_bg_ang_distance]; @@ -564,11 +678,11 @@ double ClassEngine::get_Fz(double z) //transform redshift in conformal time background_tau_of_z(&ba,z,&tau); - //pvecback must be allocated + //pvecback must be allocated pvecback=(double *)malloc(ba.bg_size*sizeof(double)); //call to fill pvecback - background_at_tau(&ba,tau,ba.long_info,ba.inter_normal, &index, pvecback); + background_at_tau(&ba,tau,long_info,inter_normal, &index, pvecback); double H_z=pvecback[ba.index_bg_H]; @@ -577,7 +691,7 @@ double ClassEngine::get_Fz(double z) cout << "H_z= "<< H_z < -#include +#include +#include #include using namespace std; @@ -11,14 +11,12 @@ using namespace std; // example run: one can specify as a second argument a preicison file int main(int argc,char** argv){ - - //jusqu'a ou en l + const int l_max_scalars=1200; //CLASS config ClassParams pars; - - //pars.add("H0",70.3); + pars.add("100*theta_s",1.04); pars.add("omega_b",0.0220); pars.add("omega_cdm",0.1116); @@ -33,26 +31,40 @@ int main(int argc,char** argv){ pars.add("l_max_scalars",l_max_scalars); pars.add("lensing",true); //note boolean + pars.add("background_verbose",1); + pars.add("thermodynamics_verbose",1); + pars.add("perturbations_verbose",1); + pars.add("transfer_verbose",1); + pars.add("primordial_verbose",1); + pars.add("spectra_verbose",1); + pars.add("nonlinear_verbose",1); + pars.add("lensing_verbose",1); - ClassEngine* KKK(0); + ClassEngine* tKlass(0); try{ //le calculateur de spectres if (argc==2){ string pre=string(argv[1]); - KKK=new ClassEngine(pars,pre); + tKlass=new ClassEngine(pars,pre); } else{ - KKK=new ClassEngine(pars); + tKlass=new ClassEngine(pars); } - - cout.precision( 16 ); - KKK->writeCls(cout); + + //cout.precision( 16 ); + //tKlass->writeCls(cout); + + ofstream outfile; + const char* outfile_name = "testKlass_Cl_lensed.dat"; + outfile.open(outfile_name, ios::out | ios::trunc ); + tKlass->writeCls(outfile); + cout << "Cl's written in file " << outfile_name << endl; } catch (std::exception &e){ - cout << "GIOSH" << e.what() << endl; + cout << "GOSH" << e.what() << endl; } - delete KKK; + delete tKlass; } diff --git a/default.ini b/default.ini new file mode 100644 index 00000000..4ee76f81 --- /dev/null +++ b/default.ini @@ -0,0 +1,199 @@ +# *~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~* +# * CLASS input parameter file * +# *~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~* + +# This example of input file, intended for CLASS beginners, lists only +# the most common input parameters with small comments. Only lines +# containing an equal sign not preceded by a sharp sign "#" are considered by +# the code, any other line is considered as a comment. +# +# The normal syntax is: parameter = value(s) + + +# ------------------------- +# ----> General parameters: +# ------------------------- + +# REQUESTED OUTPUT FROM CLASS (Important!) +# - 'tCl' for temperature Cls, +# - 'pCl' for polarization (TE,BB,EE) Cls, +# - 'lCl' for CMB lensing POTENTIAL Cl (Cl^psi-psi, required for lensed Cls), +# - 'nCl' (or 'dCl') for density number count Cls, +# - 'sCl' for galaxy lensing potential Cls (Cl^phi-phi), +# - 'mPk' for total matter power spectrum P(k), +# - 'dTk' for density transfer functions, +# - 'vTk' for velocity transfer functions, +# - 'Sd' for spectral distortions +# --> deflection d: Cl^dd = l(l+1) C_l^phi-phi +# --> convergence kappa and shear gamma: the share the same harmonic +# power spectrum: Cl^gamma-gamma = 1/4 * [(l+2)!/(l-2)!] C_l^phi-phi +output = tCl,pCl,lCl,mPk +#output = tCl,pCl,lCl +#output = mPk,mTk +#output = Sd + +lensing = yes # Should the Cls from above be lensed for CMB? +lcmb_rescale = 1 # Amplitude rescale of lensing only +lcmb_tilt = 0 # CMB l tilt of lensing +lcmb_pivot = 0.1 # CMB l pivot of lensing + +non_linear = # Select 'halofit' or 'HMCode' or leave blank + +ic = ad # Select initial conditions +#(ad,bi,cdi,nid,nvi) -> (adiabatic,baryon,cdm,neutrino density,neutrino velocity) +modes = s # Modes of the perturbations +# (s,v,t) -> (scalar,vector,tensor) + +#number_count_contributions = # nCl contributions +#(density,lensing,rsd,gr) -> (density, lensing, rsd+doppler, all others) +#selection=gaussian # nCl window function type +#selection_mean=1.0,1.25,2.0,3.5 # Mean redshifts of nCl window functions +#selection_width = 0.1 # Widths of nCl window functions +#selection_bias = # Biases of nCl window functions +#selection_magnification_bias = # Biases of lensing of nCl +#non_diagonal=3 # Number of non-diagonal terms + +l_max_scalars = 2500 # lmax of CMB for scalar mode +#l_max_tensors = 500 # lmax of CMB for tensor mode +#l_max_lss = 300 # lmax of nCl + +P_k_max_h/Mpc = 1. # Maximum k for P(k) in 1/Mpc +#P_k_max_1/Mpc = 0.7 # Maximum k for P(k) in h/Mpc +z_pk = 0 # Redshifts of P(k,z) + +# ---------------------------- +# ----> Cosmological parameters: +# ---------------------------- + +h = 0.67810 # Dimensionless reduced Hubble parameter (H_0 / (100km/s/Mpc)) +#H0 = 67.810 # Hubble parameter in km/s/Mpc +#100*theta_s = 1.041783 # Angular size of the sound horizon, exactly 100(ds_dec/da_dec) + # with decoupling time given by maximum of visibility function + # (different from theta_MC of CosmoMC and + # slightly different from theta_* of CAMB) +T_cmb = 2.7255 # CMB temperature + +omega_b = 0.02238280 # Reduced baryon density (Omega*h^2) +#Omega_b = # Baryon density +omega_cdm = 0.1201075 # Reduced cold dark matter density (Omega*h^2) +#Omega_cdm = # CDM density +omega_dcdmdr = 0.0 # Reduced decaying dark matter density (Omega*h^2) +#Omega_dcdmdr = # DCDM density +#Gamma_dcdm = 0.0 # Decay constant of DCDM in km/s/Mpc +Omega_k = 0. # Curvature density +Omega_fld = 0 # Dark Energy as Fluid density +Omega_scf = 0 # Dark Energy as Scalar field density + +# Usually Omega_Lambda will be matched by the budget equation sum Omega_i = 1, no need to set it manually +#Omega_Lambda = 0.7 # Cosmological constant density + + +# If you have respectively 0,1,2, or 3 MASSIVE neutrinos and the default T_ncdm of 0.71611, +# designed to give M_tot/omega_nu of 93.14 eV, and if you want N_eff equal to 3.044, +# then you should pass for N_ur 3.044,2.0308,1.0176, or 0.00441 +N_ur = 3.044 # Effective number of MASSLESS neutrino species +#Omega_ur = # Reduced MASSLESS neutrino density (Omega*h^2) +#omega_ur = # MASSLESS neutrino density + +N_ncdm = # Massive neutrino species +#m_ncdm = 0.06 # Mass of the massive neutrinos +#omega_ncdm = 0.0006451439 # Reduced massive neutrino density (Omega*h^2) +#Omega_ncdm = # Massive neutrino density +#deg_ncdm = # Degeneracy of massive neutrinos + + +### For Omega_fld != 0 +# Chevalier-Linder-Polarski => CLP +# Early Dark Energy => EDE +#fluid_equation_of_state = CLP + +#CLP case +#w0_fld = -0.9 +#wa_fld = 0. +#cs2_fld = 1 +#EDE case +#w0_fld = -0.9 +#Omega_EDE = 0. +#cs2_fld = 1 + +# ---------------------------- +# ----> Thermodynamics/Heating parameters: +# ---------------------------- + +# Infer YHe from BBN. Alternatively provide your own number here +YHe = BBN +# Recombination code : 'RECFAST' or 'HyRec' +recombination = HyRec + +z_reio = 7.6711 # Redshift of reionization +#tau_reio = 0.05430842 # Optical depth of reionization + +reio_parametrization = reio_camb +reionization_exponent = 1.5 +reionization_width = 0.5 +helium_fullreio_redshift = 3.5 +helium_fullreio_width = 0.5 + +### Energy injections +DM_annihilation_cross_section = 0.# Dark Matter annihilation cross section in [cm^3/s] +DM_annihilation_mass = 0. # Dark Matter mass in [GeV] +DM_decay_fraction = 0. # Dark Matter decay fraction +DM_decay_Gamma = 0. # Dark Matter decay width + +f_eff_type = on_the_spot # Injection efficiency +chi_type = CK_2004 # Deposition function + +# ---------------------------- +# ----> Primordial parameters: +# ---------------------------- + +P_k_ini type = analytic_Pk # Select primordial spectrum +#('analytic_Pk','inflation_V','inflation_H','inflation_V_end','two scales','external_Pk') +k_pivot = 0.05 # Pivot scale for A_s,n_s +A_s = 2.100549e-09 # Amplitude of prim spectrum +#ln10^{10}A_s = 3.0980 # ln Amplitude of prim spectrum +# sigma8 = 0.848365 # Final density averaged over 8 Mpc +n_s = 0.9660499 # Spectrum tilt +alpha_s = 0. # Spectrum running of tilt +#r = 1. # If tensors are activated +# See explanatory.ini for more information about all the different primordial spectra + +# --------------------------- +# ----> Spectral distortions: +# --------------------------- + +sd_branching_approx = exact # Appriximation for the calculation of the branching ratios +sd_PCA_size = 2 # Number of multipoles in PCA expansion +sd_detector_name = PIXIE # Name of the detector +#sd_detector_nu_min = 30. # Detector specifics +#sd_detector_nu_max = 1000. +#sd_detector_nu_delta = 15. +#sd_detector_bin_number = 65 # Alternative to 'sd_detector_nu_delta' +#sd_detector_delta_Ic = 5.e-26 + +#include_SZ_effect = no + +# ---------------------------------- +# ----> Output parameters: +# ---------------------------------- + +#root = output/default # Root name of output files +overwrite_root = no # Overwrite the output files? +write_background = no # Write background parameter table +write_thermodynamics = no # Write thermodynamics parameter table +#k_output_values = 1e-3,1e-2 # Write perturbations parameter table (at given k) +write_primordial = no # Write primordial parameter table +write_parameters = yeap # Write used/unused parameter files +write_warnings = yes # Warn about forgotten/wrong inputs + +#Verbosity +input_verbose = 1 +background_verbose = 1 +thermodynamics_verbose = 1 +perturbations_verbose = 1 +transfer_verbose = 1 +primordial_verbose = 1 +harmonic_verbose = 1 +fourier_verbose = 1 +lensing_verbose = 1 +output_verbose = 1 diff --git a/doc/README b/doc/README index 4cdfd786..71313830 100644 --- a/doc/README +++ b/doc/README @@ -6,10 +6,8 @@ CLASS automatic documentation folders doc/manual/CLASS_MANUAL.pdf -* or you can open the html version (actually nicer) with your browser: just open the file - - doc/manual/html/index.html - * the files in doc/input/ are auxiliary files for generating it * if you wish to update this manual yourself using doxygen, look at instructions in section 6 of CLASS_MANUAL.pdf + +* there is also an html version that you can access from the CLASS webpages. The html version used to be distributed together with CLASS, but we removed it because the html directory was too big. If you do wish to get the html source files on your own computer, you just need to recompile the manual with "cd doc/input/; ./make1.sh" (assuming that you have doxygen installed). \ No newline at end of file diff --git a/doc/input/chap2.md b/doc/input/chap2.md index 244374bc..887b3f29 100644 --- a/doc/input/chap2.md +++ b/doc/input/chap2.md @@ -7,13 +7,9 @@ Author: Julien Lesgourgues * __For what the code can actually compute__: all possible input parameters, all coded cosmological models, all functionalities, all observables, etc.: read the file `explanatory.ini` in the main `CLASS` directory: it is THE reference file where we keep track of all possible input and the definition of all input parameters. For that reason we recommend to leave it always unchanged and to work with copies of it, or with short input files written from scratch. -* __For the structure, style, and concrete aspects of the code__: this documentation, especially the `CLASS overview` chapter (the extensive automatically-generated part of this documentation is more for advanced users); plus the slides of our `CLASS` lectures, for instance those from Tokyo 2014 available at +* __For the structure, style, and concrete aspects of the code__: this documentation, especially the `CLASS overview` chapter (the extensive automatically-generated part of this documentation is more for advanced users); plus the slides of our `CLASS` lectures, for instance those from New York 2019 available at - `http://lesgourg.github.io/class-tour-Tokyo.html` - - or the more recent and concise summary from the Narbonne 2016 lecture available at - - `http://lesgourg.github.io/class-tour/Narbonne.pdf` + `https://lesgourg.github.io/class-tour-NewYork.html` An updated overview of available `CLASS` lecture slides is always available at @@ -22,11 +18,9 @@ Author: Julien Lesgourgues in the section `Courses on numerical tools`. -* __For the python wrapper of `CLASS`__: at the moment, the best are the last slides (pages 75-96) of the Narbonne 2016 lectures - - `http://lesgourg.github.io/class-tour/Narbonne.pdf` +* __For the python wrapper of `CLASS`__: at the moment, the best are the "Usage I" and "Usage II" slides of the New York 2019 course, - Later we will expand the wrapper documentation with a dedicated chapter here. + `https://lesgourg.github.io/class-tour-NewYork.html` * __For the physics and equations used in the code__: mainly, the following papers: - *Cosmological perturbation theory in the synchronous and conformal Newtonian gauges* @@ -89,7 +83,23 @@ Author: Julien Lesgourgues JCAP __1311__, 044 (2013) - plus also some latex notes on specific sectors: + - *The synergy between CMB spectral distortions and anisotropies* + + M. Lucca, N. Schöneberg, D. C. Hooper, J. Lesgourgues, J. Chluba. + + http://arxiv.org/abs/1910.04619 [astro-ph.CO] + + JCAP 02 (2020) 026 + + - *Optimal Boltzmann hierarchies with nonvanishing spatial curvature* + + C. Pitrou, T. S. Pereira, J. Lesgourgues, + + http://arxiv.org/abs/2005.12119 [astro-ph.CO] + + Phys.Rev.D 102 (2020) 2, 023511 + + Plus also some latex notes on specific sectors: - *Equations for perturbed recombination* @@ -105,4 +115,24 @@ Author: Julien Lesgourgues T. Tram. - http://lesgourg.github.io/class_public/PPF_formalism.pdf \ No newline at end of file + http://lesgourg.github.io/class_public/PPF_formalism.pdf + + Interactions between idm and idr are modelled by the ETHOS formalism of Cyr-Racine et al. [1512.05344]. This was introduced in Class v2.9 with a parametrisation described in + + - *Constraining Dark Matter-Dark Radiation interactions with CMB, BAO, and Lyman-alpha* + + M. Archidiacono, D. C. Hooper, R. Murgia, S. Bohr, J. Lesgourgues, M. Viel + + http://arxiv.org/abs/1907.01496 [astro-ph.CO] + + JCAP 10 (2019) 055 + + In Class v3.2, this sector has been generalised to multi-interacting dark matter with three interaction channels (dark radiation, baryons, photons) and a parametrisation described in + + - *Cosmological constraints on multi-interacting dark matter* + + N. Becker, D. C. Hooper,F. Kahlhoefer, J. Lesgourgues, N. Schöneberg + + http://arxiv.org/abs/2010.04074 [astro-ph.CO] + + JCAP 02 (2021) 019 diff --git a/doc/input/chap3.md b/doc/input/chap3.md index 1e79b6b5..884b25a1 100644 --- a/doc/input/chap3.md +++ b/doc/input/chap3.md @@ -10,9 +10,9 @@ Author: Julien Lesgourgues After downloading `CLASS`, one can see the following files in the root directory contains: -- some example of input files, the most important being `explanatory.ini`. a reference input file containing all possible flags, options and physical input parameters. While this documentation explains the structure and use of the code, `explanatory.ini` can be seen as the _physical_ documentation of `CLASS`. The other input file are alternative parameter input files (ending with `.ini`) and precision input files (ending with `.pre`) +- some example of input files, the most important being `explanatory.ini`. a reference input file containing all possible flags, options and physical input parameters. While this documentation explains the structure and use of the code, `explanatory.ini` can be seen as the _physical_ documentation of `CLASS`. We also provide a few other input files ending with `.ini` (a concise input file `default.ini` with the most used parameters, and two files corresponding to the best-fit baseline models of respectively Planck 2015 and 2018), and a few precision input files (ending with `.pre`) -- the `Makefile`, with which you can compile the code by typing `make clean; make;` this will create the executable `class` and some binary files in the directory `build/`. The `Makefile` contains other compilation options that you can view inside the file. +- the `Makefile`, with which you can compile the code by typing `make clean; make -j;` this will create the executable `class` and some binary files in the directory `build/`. The `Makefile` contains other compilation options that you can view inside the file. - `CPU.py` is a python script designed for plotting the `CLASS` output; for documentation type `python CPU.py --help` @@ -22,7 +22,7 @@ After downloading `CLASS`, one can see the following files in the root directory Other files are split between the following directories: -- `source/` contains the C files for each `CLASS` module, i.e. each +- `source/` contains the C files for each main `CLASS` module, i.e. each block containing some part of the physical equations and logic of the Boltzmann code. @@ -47,12 +47,21 @@ it can be interfaced with other codes, etc. - `doc/` contains the automatic documentation (manual and input files required to build it) -- `external_Pk/` contains examples of external codes that can be used to generate the primordial spectrum and be interfaced with `CLASS`, when one of the many options already built inside the code are not sufficient. +- `external/` contains auxiliary or external algorithms used by `CLASS`, in particular: -- `bbn/` contains interpolation tables produced by BBN codes, in order to predict e.g. \f$ Y_\mathrm{He}(\omega_b, \Delta N_\mathrm{eff})\f$. +- `external/hyrec/` contains the recombination code HyRec (Lee and Ali-Haimoud 2020) that solves the recombinaiton equations by default. -- `hyrec/` contains the recombination code HyRec of Yacine Ali-Haimoud and Chris Hirata, that can be used as an alternative to the built-in Recfast (using the input parameter `recombination = <...>`). +- `external/RecfastCLASS/` contains an modified version of the recombinaiton code RECFAST v1.5. It can be used as an alternative to solve the recombinaiton equations (with `recombination=recfast'). +- `external/heating/` contains additional peices of code and interpolation tables for the calculation of energy injection (relevant for CMB anisotropies and spectral distorsions). + +- `external/distortions/` contains interpolation tables relevant for the calculation of CMB spectral distortions with J.Chluba's Green function method. + +- `external/bbn/` contains interpolation tables produced by BBN codes, in order to predict e.g. \f$ Y_\mathrm{He}(\omega_b, \Delta N_\mathrm{eff})\f$. + +- `external/external_Pk/` contains examples of external codes that can be used to generate the primordial spectrum and be interfaced with `CLASS`, when one of the many options already built inside the code are not sufficient. + +- `external/RealSpaceInterface` contains a software that uses `CLASS` to plot the eockution of linear perturabtions in reals space, with a graphical interface (credits M. Beutelspacher and G. Samaras). ## The ten-module backbone ## @@ -70,16 +79,17 @@ The purpose of `class` consists in computing some background quantities, thermod 5. compute the primordial spectra. -6. eventually, compute non-linear corrections at small redshift/large wavenumber. +6. compute the linear and non-linear 2-point statistics in Fourier space (i.e. the power spectra \f$P(k)\f$). -7. compute transfer functions in harmonic space \f$\Delta_l(k)\f$ (unless one needs only Fourier spectra \f$P(k)\f$'s and no harmonic spectra \f$C_l\f$'s). +7. compute the transfer functions in harmonic space \f$\Delta_l(k)\f$. -8. compute the observable power spectra \f$C_l\f$'s (by convolving the primordial spectra and the harmonic transfer functions) and/or \f$P(k)\f$'s (by multiplying the primordial spectra and the appropriate source functions \f$S(k,\tau)\f$). +8. compute the linear and non-linear 2-point statistics in harmonic space (harmonic power spectra \f$C_l\f$'s). -9. eventually, compute the lensed CMB spectra (using second-order perturbation theory) +9. compute the lensed CMB spectra (using second-order perturbation theory). -10. write results in files (when `CLASS` is used interactively. The python wrapper does not go through this step, after 1.-9. it just keeps the output stored internally). +10. compute the CMB spectral distortions. +(11. The results can optionally be written in files when `CLASS` is used interactively. The python wrapper does not go through this step.) ### Ten structures ### @@ -87,21 +97,23 @@ In `class`, each of these steps is associated with a structure: 1. `struct precision` for input precision parameters (input physical parameters are dispatched among the other structures listed below) 2. `struct background` for cosmological background, -3. `struct thermo` for thermodynamics, -4. `struct perturbs` for source functions, +3. `struct thermodynamics` for thermodynamics, +4. `struct perturbations` for source functions, 5. `struct primordial` for primordial spectra, -6. `struct nonlinear` for nonlinear corrections, -7. `struct transfers` for transfer functions, -8. `struct spectra` for observable spectra, +6. `struct fourier` for Fourier spectra, +7. `struct transfer` for transfer functions, +8. `struct harmonic` for harmonic spectra, 9. `struct lensing` for lensed CMB spectra, -10. `struct output` for auxiliary variable describing the output format. +10. `struct distortions` for CMB spectral distortions, + +(11. `struct output` for auxiliary variable describing the output format.) A given structure contains "everything concerning one step that the -subsequent steps need to know" (for instance, `struct perturbs` contains everything about source +subsequent steps need to know" (for instance, `struct perturbations` contains everything about source functions that the transfer module needs to know). In particular, each structure contains one array of tabulated values (for `struct background`, background -quantities as a function of time, for `struct thermo`, thermodynamical quantities as a -function of redshift, for `struct perturbs`, sources \f$S(k, \tau)\f$, etc.). It +quantities as a function of time, for `struct thermodynamics`, thermodynamical quantities as a +function of redshift, for `struct perturbations`, sources \f$S(k, \tau)\f$, etc.). It also contains information about the size of this array and the value of the index of each physical quantity, so that the table can be easily read and interpolated. Finally, it contains any derived @@ -123,12 +135,13 @@ Each structure is defined and filled in one of the following modules 3. `thermodynamics.c` 4. `perturbations.c ` 5. `primordial.c` -6. `nonlinear.c` +6. `fourier.c` 7. `transfer.c` -8. `spectra.c` +8. `harmonic.c` 9. `lensing.c` -10. `output.c` +10. `distortions.c` +(11. `output.c`) Each of these modules contains at least three functions: @@ -138,7 +151,7 @@ Each of these modules contains at least three functions: - `module_something_at_somevalue` -where _module_ is one of `input, background, thermodynamics, perturb, primordial, nonlinear, transfer, spectra, lensing, output`. +where _module_ is one of `input, background, thermodynamics, perturb, primordial, nonlinear, transfer, spectra, lensing, distortions, output`. The first function allocates and fills each structure. This can be @@ -183,58 +196,64 @@ following lines struct background ba; - struct thermo th; + struct thermodynamics th; - struct perturbs pt; + struct perturbations pt; struct primordial pm; - struct nonlinear nl; + struct fourier fo; - struct transfers tr; + struct transfer tr; - struct spectra sp; + struct harmonic hr; struct lensing le; + struct distortions sd; + struct output op; - input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,errmsg); + input_init(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op,errmsg); background_init(&pr,&ba); thermodynamics_init(&pr,&ba,&th); - perturb_init(&pr,&ba,&th,&pt); + perturbations_init(&pr,&ba,&th,&pt); primordial_init(&pr,&pt,&pm); - nonlinear_init(&pr,&ba,&th,&pt,&pm,&nl); + fourier_init(&pr,&ba,&th,&pt,&pm,&fo); - transfer_init(&pr,&ba,&th,&pt,&nl,&tr); + transfer_init(&pr,&ba,&th,&pt,&fo,&tr); - spectra_init(&pr,&ba,&pt,&pm,&nl,&tr,&sp); + harmonic_init(&pr,&ba,&pt,&pm,&fo,&tr,&hr); - lensing_init(&pr,&pt,&sp,&nl,&le); + lensing_init(&pr,&pt,&hr,&fo,&le); - output_init(&ba,&th,&pt,&pm,&tr,&sp,&nl,&le,&op) + distortions_init(&pr,&ba,&th,&pt,&pm,&sd); + + output_init(&ba,&th,&pt,&pm,&tr,&hr,&fo,&le,&op) /****** done ******/ + distortions_free(&sd); + lensing_free(&le); - spectra_free(&sp); + harmonic_free(&hr); transfer_free(&tr); - nonlinear_free(&nl); + fourier_free(&fo); primordial_free(&pm); - perturb_free(&pt); + perturbations_free(&pt); thermodynamics_free(&th); @@ -245,7 +264,7 @@ We can come back on the role of each argument. The arguments above are all point `input_init_from_arguments` needs all structures, because it will set the precision parameters inside the `precision` structure, and the physical parameters in some fields of the respective other structures. For instance, an input parameter relevant for the primordial spectrum calculation (like the tilt \f$n_s\f$) will be stored in the `primordial` structure. Hence, in ` input_init_from_arguments`, all structures can be seen as output arguments. -Other `module_init()` functions typically need all previous structures, which contain the result of the previous modules, plus its own structures, which contain some relevant input parameters before the function is called, as well as all the result form the module when the function has been executed. Hence all passed structures can be seen as input argument, excepted the last one which is both input and output. An example is `perturb_init(&pr,&ba,&th,&pt)`. +Other `module_init()` functions typically need all previous structures, which contain the result of the previous modules, plus its own structures, which contain some relevant input parameters before the function is called, as well as all the result form the module when the function has been executed. Hence all passed structures can be seen as input argument, excepted the last one which is both input and output. An example is `perturbations_init(&pr,&ba,&th,&pt)`. Each function `module_init()` does not need __all__ previous structures, it happens that a module does not depend on a __all__ previous one. For instance, the primordial module does not need information on the background and thermodynamics evolution in order to compute the primordial spectra, so the dependency is reduced: `primordial_init(&pr,&pt,&pm)`. diff --git a/doc/input/doxyconf b/doc/input/doxyconf index 9758e0aa..1ad9b48e 100644 --- a/doc/input/doxyconf +++ b/doc/input/doxyconf @@ -1,4 +1,4 @@ -# Doxyfile 1.8.9.1 +# Doxyfile 1.9.1 # This file describes the settings to be used by the documentation system # doxygen (www.doxygen.org) for a project. @@ -17,11 +17,11 @@ # Project related configuration options #--------------------------------------------------------------------------- -# This tag specifies the encoding used for all characters in the config file -# that follow. The default is UTF-8 which is also the encoding used for all text -# before the first occurrence of this tag. Doxygen uses libiconv (or the iconv -# built into libc) for the transcoding. See http://www.gnu.org/software/libiconv -# for the list of possible encodings. +# This tag specifies the encoding used for all characters in the configuration +# file that follow. The default is UTF-8 which is also the encoding used for all +# text before the first occurrence of this tag. Doxygen uses libiconv (or the +# iconv built into libc) for the transcoding. See +# https://www.gnu.org/software/libiconv/ for the list of possible encodings. # The default value is: UTF-8. DOXYFILE_ENCODING = UTF-8 @@ -93,6 +93,14 @@ ALLOW_UNICODE_NAMES = YES OUTPUT_LANGUAGE = English +# The OUTPUT_TEXT_DIRECTION tag is used to specify the direction in which all +# documentation generated by doxygen is written. Doxygen will use this +# information to generate all generated output in the proper direction. +# Possible values are: None, LTR, RTL and Context. +# The default value is: None. + +OUTPUT_TEXT_DIRECTION = None + # If the BRIEF_MEMBER_DESC tag is set to YES, doxygen will include brief member # descriptions after the members that are listed in the file and class # documentation (similar to Javadoc). Set to NO to disable this. @@ -152,7 +160,7 @@ FULL_PATH_NAMES = NO # will be relative from the directory where doxygen is started. # This tag requires that the tag FULL_PATH_NAMES is set to YES. -STRIP_FROM_PATH = +STRIP_FROM_PATH = # The STRIP_FROM_INC_PATH tag can be used to strip a user-defined part of the # path mentioned in the documentation of a class, which tells the reader which @@ -179,6 +187,16 @@ SHORT_NAMES = NO JAVADOC_AUTOBRIEF = NO +# If the JAVADOC_BANNER tag is set to YES then doxygen will interpret a line +# such as +# /*************** +# as being the beginning of a Javadoc-style comment "banner". If set to NO, the +# Javadoc-style will behave just like regular comments and it will not be +# interpreted by doxygen. +# The default value is: NO. + +JAVADOC_BANNER = NO + # If the QT_AUTOBRIEF tag is set to YES then doxygen will interpret the first # line (until the first dot) of a Qt-style comment as the brief description. If # set to NO, the Qt-style will behave just like regular Qt-style comments (thus @@ -199,6 +217,14 @@ QT_AUTOBRIEF = NO MULTILINE_CPP_IS_BRIEF = NO +# By default Python docstrings are displayed as preformatted text and doxygen's +# special commands cannot be used. By setting PYTHON_DOCSTRING to NO the +# doxygen's special commands can be used and the contents of the docstring +# documentation blocks is shown as doxygen documentation. +# The default value is: YES. + +PYTHON_DOCSTRING = YES + # If the INHERIT_DOCS tag is set to YES then an undocumented member inherits the # documentation from any documented member that it re-implements. # The default value is: YES. @@ -226,16 +252,15 @@ TAB_SIZE = 4 # will allow you to put the command \sideeffect (or @sideeffect) in the # documentation, which will result in a user-defined paragraph with heading # "Side Effects:". You can put \n's in the value part of an alias to insert -# newlines. +# newlines (in the resulting output). You can put ^^ in the value part of an +# alias to insert a newline as if a physical newline was in the original file. +# When you need a literal { or } or , in the value part of an alias you have to +# escape them by means of a backslash (\), this can lead to conflicts with the +# commands \{ and \} for these it is advised to use the version @{ and @} or use +# a double escape (\\{ and \\}) ALIASES = -# This tag can be used to specify a number of word-keyword mappings (TCL only). -# A mapping has the form "name=value". For example adding "class=itcl::class" -# will allow you to use the command class in the itcl::class meaning. - -TCL_SUBST = - # Set the OPTIMIZE_OUTPUT_FOR_C tag to YES if your project consists of C sources # only. Doxygen will then generate output that is more tailored for C. For # instance, some of the names that are used will be different. The list of all @@ -264,28 +289,40 @@ OPTIMIZE_FOR_FORTRAN = NO OPTIMIZE_OUTPUT_VHDL = NO +# Set the OPTIMIZE_OUTPUT_SLICE tag to YES if your project consists of Slice +# sources only. Doxygen will then generate output that is more tailored for that +# language. For instance, namespaces will be presented as modules, types will be +# separated into more groups, etc. +# The default value is: NO. + +OPTIMIZE_OUTPUT_SLICE = NO + # Doxygen selects the parser to use depending on the extension of the files it # parses. With this tag you can assign which parser to use for a given # extension. Doxygen has a built-in mapping, but you can override or extend it # using this tag. The format is ext=language, where ext is a file extension, and -# language is one of the parsers supported by doxygen: IDL, Java, Javascript, -# C#, C, C++, D, PHP, Objective-C, Python, Fortran (fixed format Fortran: -# FortranFixed, free formatted Fortran: FortranFree, unknown formatted Fortran: -# Fortran. In the later case the parser tries to guess whether the code is fixed -# or free formatted code, this is the default for Fortran type files), VHDL. For -# instance to make doxygen treat .inc files as Fortran files (default is PHP), -# and .f files as C (default is Fortran), use: inc=Fortran f=C. +# language is one of the parsers supported by doxygen: IDL, Java, JavaScript, +# Csharp (C#), C, C++, D, PHP, md (Markdown), Objective-C, Python, Slice, VHDL, +# Fortran (fixed format Fortran: FortranFixed, free formatted Fortran: +# FortranFree, unknown formatted Fortran: Fortran. In the later case the parser +# tries to guess whether the code is fixed or free formatted code, this is the +# default for Fortran type files). For instance to make doxygen treat .inc files +# as Fortran files (default is PHP), and .f files as C (default is Fortran), +# use: inc=Fortran f=C. # # Note: For files without extension you can use no_extension as a placeholder. # # Note that for custom extensions you also need to set FILE_PATTERNS otherwise -# the files are not read by doxygen. +# the files are not read by doxygen. When specifying no_extension you should add +# * to the FILE_PATTERNS. +# +# Note see also the list of default file extension mappings. EXTENSION_MAPPING = # If the MARKDOWN_SUPPORT tag is enabled then doxygen pre-processes all comments # according to the Markdown format, which allows for more readable -# documentation. See http://daringfireball.net/projects/markdown/ for details. +# documentation. See https://daringfireball.net/projects/markdown/ for details. # The output of markdown processing is further processed by doxygen, so you can # mix doxygen, HTML, and XML commands with Markdown formatting. Disable only in # case of backward compatibilities issues. @@ -293,6 +330,15 @@ EXTENSION_MAPPING = MARKDOWN_SUPPORT = YES +# When the TOC_INCLUDE_HEADINGS tag is set to a non-zero value, all headings up +# to that level are automatically included in the table of contents, even if +# they do not have an id attribute. +# Note: This feature currently applies only to Markdown headings. +# Minimum value: 0, maximum value: 99, default value: 5. +# This tag requires that the tag MARKDOWN_SUPPORT is set to YES. + +TOC_INCLUDE_HEADINGS = 5 + # When enabled doxygen tries to link words that correspond to documented # classes, or namespaces to their corresponding documentation. Such a link can # be prevented in individual cases by putting a % sign in front of the word or @@ -318,7 +364,7 @@ BUILTIN_STL_SUPPORT = YES CPP_CLI_SUPPORT = NO # Set the SIP_SUPPORT tag to YES if your project consists of sip (see: -# http://www.riverbankcomputing.co.uk/software/sip/intro) sources only. Doxygen +# https://www.riverbankcomputing.com/software/sip/intro) sources only. Doxygen # will parse them like normal C++ but will assume all classes use public instead # of private inheritance when no explicit protection keyword is present. # The default value is: NO. @@ -343,6 +389,13 @@ IDL_PROPERTY_SUPPORT = YES DISTRIBUTE_GROUP_DOC = NO +# If one adds a struct or class to a group and this option is enabled, then also +# any nested class or struct is added to the same group. By default this option +# is disabled and one has to add nested compounds explicitly via \ingroup. +# The default value is: NO. + +GROUP_NESTED_COMPOUNDS = NO + # Set the SUBGROUPING tag to YES to allow class member groups of the same type # (for instance a group of public functions) to be put as a subgroup of that # type (e.g. under the Public Functions section). Set it to NO to prevent @@ -397,6 +450,19 @@ TYPEDEF_HIDES_STRUCT = YES LOOKUP_CACHE_SIZE = 0 +# The NUM_PROC_THREADS specifies the number threads doxygen is allowed to use +# during processing. When set to 0 doxygen will based this on the number of +# cores available in the system. You can set it explicitly to a value larger +# than 0 to get more control over the balance between CPU load and processing +# speed. At this moment only the input processing can be done using multiple +# threads. Since this is still an experimental feature the default is set to 1, +# which efficively disables parallel processing. Please report any issues you +# encounter. Generating dot graphs in parallel is controlled by the +# DOT_NUM_THREADS setting. +# Minimum value: 0, maximum value: 32, default value: 1. + +NUM_PROC_THREADS = 1 + #--------------------------------------------------------------------------- # Build related configuration options #--------------------------------------------------------------------------- @@ -417,6 +483,12 @@ EXTRACT_ALL = NO EXTRACT_PRIVATE = NO +# If the EXTRACT_PRIV_VIRTUAL tag is set to YES, documented private virtual +# methods of a class will be included in the documentation. +# The default value is: NO. + +EXTRACT_PRIV_VIRTUAL = NO + # If the EXTRACT_PACKAGE tag is set to YES, all members with package or internal # scope will be included in the documentation. # The default value is: NO. @@ -454,6 +526,13 @@ EXTRACT_LOCAL_METHODS = NO EXTRACT_ANON_NSPACES = NO +# If this flag is set to YES, the name of an unnamed parameter in a declaration +# will be determined by the corresponding definition. By default unnamed +# parameters remain unnamed in the output. +# The default value is: YES. + +RESOLVE_UNNAMED_PARAMS = YES + # If the HIDE_UNDOC_MEMBERS tag is set to YES, doxygen will hide all # undocumented members inside documented classes or files. If set to NO these # members will be included in the various overviews, but no documentation @@ -471,8 +550,8 @@ HIDE_UNDOC_MEMBERS = YES HIDE_UNDOC_CLASSES = YES # If the HIDE_FRIEND_COMPOUNDS tag is set to YES, doxygen will hide all friend -# (class|struct|union) declarations. If set to NO, these declarations will be -# included in the documentation. +# declarations. If set to NO, these declarations will be included in the +# documentation. # The default value is: NO. HIDE_FRIEND_COMPOUNDS = NO @@ -491,11 +570,18 @@ HIDE_IN_BODY_DOCS = NO INTERNAL_DOCS = NO -# If the CASE_SENSE_NAMES tag is set to NO then doxygen will only generate file -# names in lower-case letters. If set to YES, upper-case letters are also -# allowed. This is useful if you have classes or files whose names only differ -# in case and if your file system supports case sensitive file names. Windows -# and Mac users are advised to set this option to NO. +# With the correct setting of option CASE_SENSE_NAMES doxygen will better be +# able to match the capabilities of the underlying filesystem. In case the +# filesystem is case sensitive (i.e. it supports files in the same directory +# whose names only differ in casing), the option must be set to YES to properly +# deal with such files in case they appear in the input. For filesystems that +# are not case sensitive the option should be be set to NO to properly deal with +# output files written for symbols that only differ in casing, such as for two +# classes, one named CLASS and the other named Class, and to also support +# references to files without having to specify the exact matching casing. On +# Windows (including Cygwin) and MacOS, users should typically set this option +# to NO, whereas on Linux or other Unix flavors it should typically be set to +# YES. # The default value is: system dependent. CASE_SENSE_NAMES = YES @@ -682,7 +768,7 @@ LAYOUT_FILE = # The CITE_BIB_FILES tag can be used to specify one or more bib files containing # the reference definitions. This must be a list of .bib files. The .bib # extension is automatically appended if omitted. This requires the bibtex tool -# to be installed. See also http://en.wikipedia.org/wiki/BibTeX for more info. +# to be installed. See also https://en.wikipedia.org/wiki/BibTeX for more info. # For LaTeX the style of the bibliography can be controlled using # LATEX_BIB_STYLE. To use this feature you need bibtex and perl available in the # search path. See also \cite for info how to create references. @@ -727,11 +813,21 @@ WARN_IF_DOC_ERROR = YES # This WARN_NO_PARAMDOC option can be enabled to get warnings for functions that # are documented, but have no documentation for their parameters or return # value. If set to NO, doxygen will only warn about wrong or incomplete -# parameter documentation, but not about the absence of documentation. +# parameter documentation, but not about the absence of documentation. If +# EXTRACT_ALL is set to YES then this flag will automatically be disabled. # The default value is: NO. WARN_NO_PARAMDOC = YES +# If the WARN_AS_ERROR tag is set to YES then doxygen will immediately stop when +# a warning is encountered. If the WARN_AS_ERROR tag is set to FAIL_ON_WARNINGS +# then doxygen will continue running as if WARN_AS_ERROR tag is set to NO, but +# at the end of the doxygen process doxygen will return with a non-zero status. +# Possible values are: NO, YES and FAIL_ON_WARNINGS. +# The default value is: NO. + +WARN_AS_ERROR = NO + # The WARN_FORMAT tag determines the format of the warning messages that doxygen # can produce. The string should contain the $file, $line, and $text tags, which # will be replaced by the file and line number from which the warning originated @@ -755,28 +851,46 @@ WARN_LOGFILE = # The INPUT tag is used to specify the files and/or directories that contain # documented source files. You may enter file names like myfile.cpp or # directories like /usr/src/myproject. Separate the files or directories with -# spaces. +# spaces. See also FILE_PATTERNS and EXTENSION_MAPPING # Note: If this tag is empty the current directory is searched. -INPUT = ../../README.md ../input/chap2.md ../input/chap3.md ../../include ../../source ../../main ../../external_Pk ../input/mod.md +INPUT = ../../README.md \ + ../input/chap2.md \ + ../input/chap3.md \ + ../../include \ + ../../source \ + ../../main \ + ../../external/external_Pk \ + ../../external/RecfastCLASS \ + ../../external/heating \ + ../input/mod.md # This tag can be used to specify the character encoding of the source files # that doxygen parses. Internally doxygen uses the UTF-8 encoding. Doxygen uses # libiconv (or the iconv built into libc) for the transcoding. See the libiconv -# documentation (see: http://www.gnu.org/software/libiconv) for the list of -# possible encodings. +# documentation (see: +# https://www.gnu.org/software/libiconv/) for the list of possible encodings. # The default value is: UTF-8. INPUT_ENCODING = UTF-8 # If the value of the INPUT tag contains directories, you can use the # FILE_PATTERNS tag to specify one or more wildcard patterns (like *.cpp and -# *.h) to filter out the source-files in the directories. If left blank the -# following patterns are tested:*.c, *.cc, *.cxx, *.cpp, *.c++, *.java, *.ii, -# *.ixx, *.ipp, *.i++, *.inl, *.idl, *.ddl, *.odl, *.h, *.hh, *.hxx, *.hpp, -# *.h++, *.cs, *.d, *.php, *.php4, *.php5, *.phtml, *.inc, *.m, *.markdown, -# *.md, *.mm, *.dox, *.py, *.f90, *.f, *.for, *.tcl, *.vhd, *.vhdl, *.ucf, -# *.qsf, *.as and *.js. +# *.h) to filter out the source-files in the directories. +# +# Note that for custom extensions or not directly supported extensions you also +# need to set EXTENSION_MAPPING for the extension otherwise the files are not +# read by doxygen. +# +# Note the list of default checked file patterns might differ from the list of +# default file extension mappings. +# +# If left blank the following patterns are tested:*.c, *.cc, *.cxx, *.cpp, +# *.c++, *.java, *.ii, *.ixx, *.ipp, *.i++, *.inl, *.idl, *.ddl, *.odl, *.h, +# *.hh, *.hxx, *.hpp, *.h++, *.cs, *.d, *.php, *.php4, *.php5, *.phtml, *.inc, +# *.m, *.markdown, *.md, *.mm, *.dox (to be provided as doxygen C comment), +# *.py, *.pyw, *.f90, *.f95, *.f03, *.f08, *.f18, *.f, *.for, *.vhd, *.vhdl, +# *.ucf, *.qsf and *.ice. FILE_PATTERNS = @@ -820,7 +934,7 @@ EXCLUDE_PATTERNS = # Note that the wildcards are matched against the file with absolute path, so to # exclude all test directories use the pattern */test/* -EXCLUDE_SYMBOLS = +EXCLUDE_SYMBOLS = __ALLOCATE_PRECISION_PARAMETER__ # The EXAMPLE_PATH tag can be used to specify one or more files or directories # that contain example code fragments that are included (see the \include @@ -862,6 +976,10 @@ IMAGE_PATH = # Note that the filter must not add or remove lines; it is applied before the # code is scanned, but not when the output code is generated. If lines are added # or removed, the anchors will not be placed correctly. +# +# Note that for custom extensions or not directly supported extensions you also +# need to set EXTENSION_MAPPING for the extension otherwise the files are not +# properly processed by doxygen. INPUT_FILTER = @@ -871,6 +989,10 @@ INPUT_FILTER = # (like *.cpp=my_cpp_filter). See INPUT_FILTER for further information on how # filters are used. If the FILTER_PATTERNS tag is empty or if none of the # patterns match the file name, INPUT_FILTER is applied. +# +# Note that for custom extensions or not directly supported extensions you also +# need to set EXTENSION_MAPPING for the extension otherwise the files are not +# properly processed by doxygen. FILTER_PATTERNS = @@ -923,7 +1045,7 @@ INLINE_SOURCES = NO STRIP_CODE_COMMENTS = YES # If the REFERENCED_BY_RELATION tag is set to YES then for each documented -# function all documented functions referencing it will be listed. +# entity all documented functions referencing it will be listed. # The default value is: NO. REFERENCED_BY_RELATION = NO @@ -955,12 +1077,12 @@ SOURCE_TOOLTIPS = YES # If the USE_HTAGS tag is set to YES then the references to source code will # point to the HTML generated by the htags(1) tool instead of doxygen built-in # source browser. The htags tool is part of GNU's global source tagging system -# (see http://www.gnu.org/software/global/global.html). You will need version +# (see https://www.gnu.org/software/global/global.html). You will need version # 4.8.6 or higher. # # To use it do the following: # - Install the latest version of global -# - Enable SOURCE_BROWSER and USE_HTAGS in the config file +# - Enable SOURCE_BROWSER and USE_HTAGS in the configuration file # - Make sure the INPUT points to the root of the source tree # - Run doxygen as normal # @@ -993,13 +1115,6 @@ VERBATIM_HEADERS = YES ALPHABETICAL_INDEX = NO -# The COLS_IN_ALPHA_INDEX tag can be used to specify the number of columns in -# which the alphabetical index list will be split. -# Minimum value: 1, maximum value: 20, default value: 5. -# This tag requires that the tag ALPHABETICAL_INDEX is set to YES. - -COLS_IN_ALPHA_INDEX = 5 - # In case all classes in a project start with a common prefix, all classes will # be put under the same header in the alphabetical index. The IGNORE_PREFIX tag # can be used to specify a prefix (or a list of prefixes) that should be ignored @@ -1100,7 +1215,7 @@ HTML_EXTRA_FILES = # The HTML_COLORSTYLE_HUE tag controls the color of the HTML output. Doxygen # will adjust the colors in the style sheet and background images according to # this color. Hue is specified as an angle on a colorwheel, see -# http://en.wikipedia.org/wiki/Hue for more information. For instance the value +# https://en.wikipedia.org/wiki/Hue for more information. For instance the value # 0 represents red, 60 is yellow, 120 is green, 180 is cyan, 240 is blue, 300 # purple, and 360 is red again. # Minimum value: 0, maximum value: 359, default value: 220. @@ -1129,12 +1244,24 @@ HTML_COLORSTYLE_GAMMA = 80 # If the HTML_TIMESTAMP tag is set to YES then the footer of each generated HTML # page will contain the date and time when the page was generated. Setting this -# to NO can help when comparing the output of multiple runs. -# The default value is: YES. +# to YES can help to show when doxygen was last run and thus if the +# documentation is up to date. +# The default value is: NO. # This tag requires that the tag GENERATE_HTML is set to YES. HTML_TIMESTAMP = YES +# If the HTML_DYNAMIC_MENUS tag is set to YES then the generated HTML +# documentation will contain a main index with vertical navigation menus that +# are dynamically created via JavaScript. If disabled, the navigation index will +# consists of multiple levels of tabs that are statically embedded in every HTML +# page. Disable this option to support browsers that do not have JavaScript, +# like the Qt help browser. +# The default value is: YES. +# This tag requires that the tag GENERATE_HTML is set to YES. + +HTML_DYNAMIC_MENUS = YES + # If the HTML_DYNAMIC_SECTIONS tag is set to YES then the generated HTML # documentation will contain sections that can be hidden and shown after the # page has loaded. @@ -1158,13 +1285,14 @@ HTML_INDEX_NUM_ENTRIES = 100 # If the GENERATE_DOCSET tag is set to YES, additional index files will be # generated that can be used as input for Apple's Xcode 3 integrated development -# environment (see: http://developer.apple.com/tools/xcode/), introduced with -# OSX 10.5 (Leopard). To create a documentation set, doxygen will generate a -# Makefile in the HTML output directory. Running make will produce the docset in -# that directory and running make install will install the docset in +# environment (see: +# https://developer.apple.com/xcode/), introduced with OSX 10.5 (Leopard). To +# create a documentation set, doxygen will generate a Makefile in the HTML +# output directory. Running make will produce the docset in that directory and +# running make install will install the docset in # ~/Library/Developer/Shared/Documentation/DocSets so that Xcode will find it at -# startup. See http://developer.apple.com/tools/creatingdocsetswithdoxygen.html -# for more information. +# startup. See https://developer.apple.com/library/archive/featuredarticles/Doxy +# genXcode/_index.html for more information. # The default value is: NO. # This tag requires that the tag GENERATE_HTML is set to YES. @@ -1203,8 +1331,8 @@ DOCSET_PUBLISHER_NAME = Publisher # If the GENERATE_HTMLHELP tag is set to YES then doxygen generates three # additional HTML index files: index.hhp, index.hhc, and index.hhk. The # index.hhp is a project file that can be read by Microsoft's HTML Help Workshop -# (see: http://www.microsoft.com/en-us/download/details.aspx?id=21138) on -# Windows. +# (see: +# https://www.microsoft.com/en-us/download/details.aspx?id=21138) on Windows. # # The HTML Help Workshop contains a compiler that can convert all HTML output # generated by doxygen into a single compiled HTML file (.chm). Compiled HTML @@ -1234,7 +1362,7 @@ CHM_FILE = HHC_LOCATION = # The GENERATE_CHI flag controls if a separate .chi index file is generated -# (YES) or that it should be included in the master .chm file (NO). +# (YES) or that it should be included in the main .chm file (NO). # The default value is: NO. # This tag requires that the tag GENERATE_HTMLHELP is set to YES. @@ -1279,7 +1407,8 @@ QCH_FILE = # The QHP_NAMESPACE tag specifies the namespace to use when generating Qt Help # Project output. For more information please see Qt Help Project / Namespace -# (see: http://qt-project.org/doc/qt-4.8/qthelpproject.html#namespace). +# (see: +# https://doc.qt.io/archives/qt-4.8/qthelpproject.html#namespace). # The default value is: org.doxygen.Project. # This tag requires that the tag GENERATE_QHP is set to YES. @@ -1287,8 +1416,8 @@ QHP_NAMESPACE = org.doxygen.Project # The QHP_VIRTUAL_FOLDER tag specifies the namespace to use when generating Qt # Help Project output. For more information please see Qt Help Project / Virtual -# Folders (see: http://qt-project.org/doc/qt-4.8/qthelpproject.html#virtual- -# folders). +# Folders (see: +# https://doc.qt.io/archives/qt-4.8/qthelpproject.html#virtual-folders). # The default value is: doc. # This tag requires that the tag GENERATE_QHP is set to YES. @@ -1296,30 +1425,30 @@ QHP_VIRTUAL_FOLDER = doc # If the QHP_CUST_FILTER_NAME tag is set, it specifies the name of a custom # filter to add. For more information please see Qt Help Project / Custom -# Filters (see: http://qt-project.org/doc/qt-4.8/qthelpproject.html#custom- -# filters). +# Filters (see: +# https://doc.qt.io/archives/qt-4.8/qthelpproject.html#custom-filters). # This tag requires that the tag GENERATE_QHP is set to YES. QHP_CUST_FILTER_NAME = # The QHP_CUST_FILTER_ATTRS tag specifies the list of the attributes of the # custom filter to add. For more information please see Qt Help Project / Custom -# Filters (see: http://qt-project.org/doc/qt-4.8/qthelpproject.html#custom- -# filters). +# Filters (see: +# https://doc.qt.io/archives/qt-4.8/qthelpproject.html#custom-filters). # This tag requires that the tag GENERATE_QHP is set to YES. QHP_CUST_FILTER_ATTRS = # The QHP_SECT_FILTER_ATTRS tag specifies the list of the attributes this # project's filter section matches. Qt Help Project / Filter Attributes (see: -# http://qt-project.org/doc/qt-4.8/qthelpproject.html#filter-attributes). +# https://doc.qt.io/archives/qt-4.8/qthelpproject.html#filter-attributes). # This tag requires that the tag GENERATE_QHP is set to YES. QHP_SECT_FILTER_ATTRS = -# The QHG_LOCATION tag can be used to specify the location of Qt's -# qhelpgenerator. If non-empty doxygen will try to run qhelpgenerator on the -# generated .qhp file. +# The QHG_LOCATION tag can be used to specify the location (absolute path +# including file name) of Qt's qhelpgenerator. If non-empty doxygen will try to +# run qhelpgenerator on the generated .qhp file. # This tag requires that the tag GENERATE_QHP is set to YES. QHG_LOCATION = @@ -1396,6 +1525,17 @@ TREEVIEW_WIDTH = 250 EXT_LINKS_IN_WINDOW = NO +# If the HTML_FORMULA_FORMAT option is set to svg, doxygen will use the pdf2svg +# tool (see https://github.com/dawbarton/pdf2svg) or inkscape (see +# https://inkscape.org) to generate formulas as SVG images instead of PNGs for +# the HTML output. These images will generally look nicer at scaled resolutions. +# Possible values are: png (the default) and svg (looks nicer but requires the +# pdf2svg or inkscape tool). +# The default value is: png. +# This tag requires that the tag GENERATE_HTML is set to YES. + +HTML_FORMULA_FORMAT = png + # Use this tag to change the font size of LaTeX formulas included as images in # the HTML documentation. When you change the font size after a successful # doxygen run you need to manually remove any form_*.png images from the HTML @@ -1405,7 +1545,7 @@ EXT_LINKS_IN_WINDOW = NO FORMULA_FONTSIZE = 10 -# Use the FORMULA_TRANPARENT tag to determine whether or not the images +# Use the FORMULA_TRANSPARENT tag to determine whether or not the images # generated for formulas are transparent PNGs. Transparent PNGs are not # supported properly for IE 6.0, but are supported on all modern browsers. # @@ -1416,8 +1556,14 @@ FORMULA_FONTSIZE = 10 FORMULA_TRANSPARENT = YES +# The FORMULA_MACROFILE can contain LaTeX \newcommand and \renewcommand commands +# to create new LaTeX commands to be used in formulas as building blocks. See +# the section "Including formulas" for details. + +FORMULA_MACROFILE = + # Enable the USE_MATHJAX option to render LaTeX formulas using MathJax (see -# http://www.mathjax.org) which uses client side Javascript for the rendering +# https://www.mathjax.org) which uses client side JavaScript for the rendering # instead of using pre-rendered bitmaps. Use this if you do not have LaTeX # installed or if you want to formulas look prettier in the HTML output. When # enabled you may also need to install MathJax separately and configure the path @@ -1429,7 +1575,7 @@ USE_MATHJAX = NO # When MathJax is enabled you can set the default output format to be used for # the MathJax output. See the MathJax site (see: -# http://docs.mathjax.org/en/latest/output.html) for more details. +# http://docs.mathjax.org/en/v2.7-latest/output.html) for more details. # Possible values are: HTML-CSS (which is slower, but has the best # compatibility), NativeMML (i.e. MathML) and SVG. # The default value is: HTML-CSS. @@ -1444,8 +1590,8 @@ MATHJAX_FORMAT = HTML-CSS # MATHJAX_RELPATH should be ../mathjax. The default value points to the MathJax # Content Delivery Network so you can quickly see the result without installing # MathJax. However, it is strongly recommended to install a local copy of -# MathJax from http://www.mathjax.org before deployment. -# The default value is: http://cdn.mathjax.org/mathjax/latest. +# MathJax from https://www.mathjax.org before deployment. +# The default value is: https://cdn.jsdelivr.net/npm/mathjax@2. # This tag requires that the tag USE_MATHJAX is set to YES. MATHJAX_RELPATH = http://cdn.mathjax.org/mathjax/latest @@ -1459,7 +1605,8 @@ MATHJAX_EXTENSIONS = # The MATHJAX_CODEFILE tag can be used to specify a file with javascript pieces # of code that will be used on startup of the MathJax code. See the MathJax site -# (see: http://docs.mathjax.org/en/latest/output.html) for more details. For an +# (see: +# http://docs.mathjax.org/en/v2.7-latest/output.html) for more details. For an # example see the documentation. # This tag requires that the tag USE_MATHJAX is set to YES. @@ -1487,7 +1634,7 @@ MATHJAX_CODEFILE = SEARCHENGINE = YES # When the SERVER_BASED_SEARCH tag is enabled the search engine will be -# implemented using a web server instead of a web client using Javascript. There +# implemented using a web server instead of a web client using JavaScript. There # are two flavors of web server based searching depending on the EXTERNAL_SEARCH # setting. When disabled, doxygen will generate a PHP script for searching and # an index file used by the script. When EXTERNAL_SEARCH is enabled the indexing @@ -1506,7 +1653,8 @@ SERVER_BASED_SEARCH = NO # # Doxygen ships with an example indexer (doxyindexer) and search engine # (doxysearch.cgi) which are based on the open source search engine library -# Xapian (see: http://xapian.org/). +# Xapian (see: +# https://xapian.org/). # # See the section "External Indexing and Searching" for details. # The default value is: NO. @@ -1519,8 +1667,9 @@ EXTERNAL_SEARCH = NO # # Doxygen ships with an example indexer (doxyindexer) and search engine # (doxysearch.cgi) which are based on the open source search engine library -# Xapian (see: http://xapian.org/). See the section "External Indexing and -# Searching" for details. +# Xapian (see: +# https://xapian.org/). See the section "External Indexing and Searching" for +# details. # This tag requires that the tag SEARCHENGINE is set to YES. SEARCHENGINE_URL = @@ -1571,21 +1720,35 @@ LATEX_OUTPUT = latex # The LATEX_CMD_NAME tag can be used to specify the LaTeX command name to be # invoked. # -# Note that when enabling USE_PDFLATEX this option is only used for generating -# bitmaps for formulas in the HTML output, but not in the Makefile that is -# written to the output directory. -# The default file is: latex. +# Note that when not enabling USE_PDFLATEX the default is latex when enabling +# USE_PDFLATEX the default is pdflatex and when in the later case latex is +# chosen this is overwritten by pdflatex. For specific output languages the +# default can have been set differently, this depends on the implementation of +# the output language. # This tag requires that the tag GENERATE_LATEX is set to YES. LATEX_CMD_NAME = latex # The MAKEINDEX_CMD_NAME tag can be used to specify the command name to generate # index for LaTeX. +# Note: This tag is used in the Makefile / make.bat. +# See also: LATEX_MAKEINDEX_CMD for the part in the generated output file +# (.tex). # The default file is: makeindex. # This tag requires that the tag GENERATE_LATEX is set to YES. MAKEINDEX_CMD_NAME = makeindex +# The LATEX_MAKEINDEX_CMD tag can be used to specify the command name to +# generate index for LaTeX. In case there is no backslash (\) as first character +# it will be automatically added in the LaTeX code. +# Note: This tag is used in the generated output file (.tex). +# See also: MAKEINDEX_CMD_NAME for the part in the Makefile / make.bat. +# The default value is: makeindex. +# This tag requires that the tag GENERATE_LATEX is set to YES. + +LATEX_MAKEINDEX_CMD = makeindex + # If the COMPACT_LATEX tag is set to YES, doxygen generates more compact LaTeX # documents. This may be useful for small projects and may help to save some # trees in general. @@ -1604,9 +1767,12 @@ COMPACT_LATEX = NO PAPER_TYPE = a4 # The EXTRA_PACKAGES tag can be used to specify one or more LaTeX package names -# that should be included in the LaTeX output. To get the times font for -# instance you can specify -# EXTRA_PACKAGES=times +# that should be included in the LaTeX output. The package can be specified just +# by its name or with the correct syntax as to be used with the LaTeX +# \usepackage command. To get the times font for instance you can specify : +# EXTRA_PACKAGES=times or EXTRA_PACKAGES={times} +# To use the option intlimits with the amsmath package you can specify: +# EXTRA_PACKAGES=[intlimits]{amsmath} # If left blank no extra packages will be included. # This tag requires that the tag GENERATE_LATEX is set to YES. @@ -1667,9 +1833,11 @@ LATEX_EXTRA_FILES = PDF_HYPERLINKS = YES -# If the USE_PDFLATEX tag is set to YES, doxygen will use pdflatex to generate -# the PDF file directly from the LaTeX files. Set this option to YES, to get a -# higher quality PDF documentation. +# If the USE_PDFLATEX tag is set to YES, doxygen will use the engine as +# specified with LATEX_CMD_NAME to generate the PDF file directly from the LaTeX +# files. Set this option to YES, to get a higher quality PDF documentation. +# +# See also section LATEX_CMD_NAME for selecting the engine. # The default value is: YES. # This tag requires that the tag GENERATE_LATEX is set to YES. @@ -1703,12 +1871,28 @@ LATEX_SOURCE_CODE = NO # The LATEX_BIB_STYLE tag can be used to specify the style to use for the # bibliography, e.g. plainnat, or ieeetr. See -# http://en.wikipedia.org/wiki/BibTeX and \cite for more info. +# https://en.wikipedia.org/wiki/BibTeX and \cite for more info. # The default value is: plain. # This tag requires that the tag GENERATE_LATEX is set to YES. LATEX_BIB_STYLE = plain +# If the LATEX_TIMESTAMP tag is set to YES then the footer of each generated +# page will contain the date and time when the page was generated. Setting this +# to NO can help when comparing the output of multiple runs. +# The default value is: NO. +# This tag requires that the tag GENERATE_LATEX is set to YES. + +LATEX_TIMESTAMP = NO + +# The LATEX_EMOJI_DIRECTORY tag is used to specify the (relative or absolute) +# path from which the emoji images will be read. If a relative path is entered, +# it will be relative to the LATEX_OUTPUT directory. If left blank the +# LATEX_OUTPUT directory will be used. +# This tag requires that the tag GENERATE_LATEX is set to YES. + +LATEX_EMOJI_DIRECTORY = + #--------------------------------------------------------------------------- # Configuration options related to the RTF output #--------------------------------------------------------------------------- @@ -1748,9 +1932,9 @@ COMPACT_RTF = NO RTF_HYPERLINKS = NO -# Load stylesheet definitions from file. Syntax is similar to doxygen's config -# file, i.e. a series of assignments. You only have to provide replacements, -# missing definitions are set to their default value. +# Load stylesheet definitions from file. Syntax is similar to doxygen's +# configuration file, i.e. a series of assignments. You only have to provide +# replacements, missing definitions are set to their default value. # # See also section "Doxygen usage" for information on how to generate the # default style sheet that doxygen normally uses. @@ -1759,8 +1943,8 @@ RTF_HYPERLINKS = NO RTF_STYLESHEET_FILE = # Set optional variables used in the generation of an RTF document. Syntax is -# similar to doxygen's config file. A template extensions file can be generated -# using doxygen -e rtf extensionFile. +# similar to doxygen's configuration file. A template extensions file can be +# generated using doxygen -e rtf extensionFile. # This tag requires that the tag GENERATE_RTF is set to YES. RTF_EXTENSIONS_FILE = @@ -1846,6 +2030,13 @@ XML_OUTPUT = xml XML_PROGRAMLISTING = YES +# If the XML_NS_MEMB_FILE_SCOPE tag is set to YES, doxygen will include +# namespace members in file scope as well, matching the HTML output. +# The default value is: NO. +# This tag requires that the tag GENERATE_XML is set to YES. + +XML_NS_MEMB_FILE_SCOPE = NO + #--------------------------------------------------------------------------- # Configuration options related to the DOCBOOK output #--------------------------------------------------------------------------- @@ -1878,9 +2069,9 @@ DOCBOOK_PROGRAMLISTING = NO #--------------------------------------------------------------------------- # If the GENERATE_AUTOGEN_DEF tag is set to YES, doxygen will generate an -# AutoGen Definitions (see http://autogen.sf.net) file that captures the -# structure of the code including all documentation. Note that this feature is -# still experimental and incomplete at the moment. +# AutoGen Definitions (see http://autogen.sourceforge.net/) file that captures +# the structure of the code including all documentation. Note that this feature +# is still experimental and incomplete at the moment. # The default value is: NO. GENERATE_AUTOGEN_DEF = NO @@ -1989,7 +2180,9 @@ PREDEFINED = HYREC # definition found in the source code. # This tag requires that the tag ENABLE_PREPROCESSING is set to YES. -EXPAND_AS_DEFINED = +EXPAND_AS_DEFINED = class_precision_parameter \ + class_string_parameter \ + class_type_parameter # If the SKIP_FUNCTION_MACROS tag is set to YES then doxygen's preprocessor will # remove all references to function-like macros that are alone on a line, have @@ -2047,12 +2240,6 @@ EXTERNAL_GROUPS = YES EXTERNAL_PAGES = YES -# The PERL_PATH should be the absolute path and name of the perl script -# interpreter (i.e. the result of 'which perl'). -# The default file (with absolute path) is: /usr/bin/perl. - -PERL_PATH = /usr/bin/perl - #--------------------------------------------------------------------------- # Configuration options related to the dot tool #--------------------------------------------------------------------------- @@ -2066,15 +2253,6 @@ PERL_PATH = /usr/bin/perl CLASS_DIAGRAMS = YES -# You can define message sequence charts within doxygen comments using the \msc -# command. Doxygen will then run the mscgen tool (see: -# http://www.mcternan.me.uk/mscgen/)) to produce the chart and insert it in the -# documentation. The MSCGEN_PATH tag allows you to specify the directory where -# the mscgen tool resides. If left empty the tool is assumed to be found in the -# default search path. - -MSCGEN_PATH = - # You can include diagrams made with dia in doxygen documentation. Doxygen will # then run dia to produce the diagram and insert it in the documentation. The # DIA_PATH tag allows you to specify the directory where the dia binary resides. @@ -2172,10 +2350,32 @@ UML_LOOK = YES # but if the number exceeds 15, the total amount of fields shown is limited to # 10. # Minimum value: 0, maximum value: 100, default value: 10. -# This tag requires that the tag HAVE_DOT is set to YES. +# This tag requires that the tag UML_LOOK is set to YES. UML_LIMIT_NUM_FIELDS = 10 +# If the DOT_UML_DETAILS tag is set to NO, doxygen will show attributes and +# methods without types and arguments in the UML graphs. If the DOT_UML_DETAILS +# tag is set to YES, doxygen will add type and arguments for attributes and +# methods in the UML graphs. If the DOT_UML_DETAILS tag is set to NONE, doxygen +# will not generate fields with class member information in the UML graphs. The +# class diagrams will look similar to the default class diagrams but using UML +# notation for the relationships. +# Possible values are: NO, YES and NONE. +# The default value is: NO. +# This tag requires that the tag UML_LOOK is set to YES. + +DOT_UML_DETAILS = NO + +# The DOT_WRAP_THRESHOLD tag can be used to set the maximum number of characters +# to display on a single line. If the actual line length exceeds this threshold +# significantly it will wrapped across multiple lines. Some heuristics are apply +# to avoid ugly line breaks. +# Minimum value: 0, maximum value: 1000, default value: 17. +# This tag requires that the tag HAVE_DOT is set to YES. + +DOT_WRAP_THRESHOLD = 17 + # If the TEMPLATE_RELATIONS tag is set to YES then the inheritance and # collaboration graphs will show the relations between templates and their # instances. @@ -2207,7 +2407,8 @@ INCLUDED_BY_GRAPH = YES # # Note that enabling this option will significantly increase the time of a run. # So in most cases it will be better to enable call graphs for selected -# functions only using the \callgraph command. +# functions only using the \callgraph command. Disabling a call graph can be +# accomplished by means of the command \hidecallgraph. # The default value is: NO. # This tag requires that the tag HAVE_DOT is set to YES. @@ -2218,7 +2419,8 @@ CALL_GRAPH = YES # # Note that enabling this option will significantly increase the time of a run. # So in most cases it will be better to enable caller graphs for selected -# functions only using the \callergraph command. +# functions only using the \callergraph command. Disabling a caller graph can be +# accomplished by means of the command \hidecallergraph. # The default value is: NO. # This tag requires that the tag HAVE_DOT is set to YES. @@ -2241,11 +2443,15 @@ GRAPHICAL_HIERARCHY = YES DIRECTORY_GRAPH = YES # The DOT_IMAGE_FORMAT tag can be used to set the image format of the images -# generated by dot. +# generated by dot. For an explanation of the image formats see the section +# output formats in the documentation of the dot tool (Graphviz (see: +# http://www.graphviz.org/)). # Note: If you choose svg you need to set HTML_FILE_EXTENSION to xhtml in order # to make the SVG files visible in IE 9+ (other browsers do not have this # requirement). -# Possible values are: png, jpg, gif and svg. +# Possible values are: png, jpg, gif, svg, png:gd, png:gd:gd, png:cairo, +# png:cairo:gd, png:cairo:cairo, png:cairo:gdiplus, png:gdiplus and +# png:gdiplus:gdiplus. # The default value is: png. # This tag requires that the tag HAVE_DOT is set to YES. @@ -2296,6 +2502,11 @@ DIAFILE_DIRS = PLANTUML_JAR_PATH = +# When using plantuml, the PLANTUML_CFG_FILE tag can be used to specify a +# configuration file for plantuml. + +PLANTUML_CFG_FILE = + # When using plantuml, the specified paths are searched for files specified by # the !include statement in a plantuml block. @@ -2354,9 +2565,11 @@ DOT_MULTI_TARGETS = NO GENERATE_LEGEND = YES -# If the DOT_CLEANUP tag is set to YES, doxygen will remove the intermediate dot +# If the DOT_CLEANUP tag is set to YES, doxygen will remove the intermediate # files that are used to generate the various graphs. +# +# Note: This setting is not only used for dot files but also for msc and +# plantuml temporary files. # The default value is: YES. -# This tag requires that the tag HAVE_DOT is set to YES. 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-.2ex}% + {1.5ex \@plus .2ex}% + {\raggedright\normalfont\normalsize\bfseries}} +\newcommand\doxyparagraph{\@startsection{paragraph}{4}{\z@}% + {3.25ex \@plus1ex \@minus.2ex}% + {-1em}% + {\raggedright\normalfont\normalsize\bfseries}} +\newcommand\doxysubparagraph{\@startsection{subparagraph}{5}{\parindent}% + {3.25ex \@plus1ex \@minus .2ex}% + {-1em}% + {\raggedright\normalfont\normalsize\bfseries}} +\makeatother +% Define caption that is also suitable in a table +\makeatletter +\def\doxyfigcaption{% +\H@refstepcounter{figure}% +\@dblarg{\@caption{figure}}} +\makeatother diff --git a/doc/input/intro.md b/doc/input/intro.md index d140bcc6..b474f652 100644 --- a/doc/input/intro.md +++ b/doc/input/intro.md @@ -3,7 +3,7 @@ CLASS: Cosmic Linear Anisotropy Solving System Author: Julien Lesgourgues -_This manual is under construction; this is only a provisional version. The definitive version will be made available soon, as well as all the necessary documentation to generate new versions of the manual. Currently the introduction is outdated and the definitions for some specific variables in the header files are missing. There are also some unresolved formatting issues in the documentation for spectra.c and transfer.c, which will be corrected shortly._ +_This manual is under construction; this is only a provisional version. The definitive version will be made available soon, as well as all the necessary documentation to generate new versions of the manual. Currently the introduction is outdated and the definitions for some specific variables in the header files are missing. There are also some unresolved formatting issues in the documentation for harmonic.c and transfer.c, which will be corrected shortly._ Overall architecture of `class` ========================================== @@ -41,17 +41,17 @@ structure: 1. `struct background ` for cosmological background, -2. `struct thermo ` for thermodynamics, +2. `struct thermodynamics ` for thermodynamics, -3. `struct perturbs ` for source functions, +3. `struct perturbations ` for source functions, 4. `struct bessels ` for bessel functions, -5. `struct transfers ` for transfer functions, +5. `struct transfer ` for transfer functions, 6. `struct primordial ` for primordial spectra, -7. `struct spectra ` for output spectra. +7. `struct harmonic ` for output spectra. A given structure contains “everything concerning one step that the subsequent steps need to know” (for instance, everything about source @@ -81,7 +81,7 @@ Each structure is defined and filled in one of the following modules 6. `primordial.c ` -7. `spectra.c ` +7. `harmonic.c ` Each of these modules contains at least three functions: @@ -184,13 +184,13 @@ steps after `output\_init(...)`: primordial\_free() -input\_init(&ba,&th,&pt,&bs,&tr,&pm,&sp,&op) +input\_init(&ba,&th,&pt,&bs,&tr,&pm,&hr,&op) primordial\_init(&pt,&pr,&pm) -spectra\_init(&pt,&tr,&pm,&sp) +spectra\_init(&pt,&tr,&pm,&hr) -output\_init(&pt,&tr,&sp,&op) +output\_init(&pt,&tr,&hr,&op) ` diff --git a/doc/input/make1.sh b/doc/input/make1.sh old mode 100644 new mode 100755 index 334e3d72..e34812a2 --- a/doc/input/make1.sh +++ b/doc/input/make1.sh @@ -1,5 +1,14 @@ #!/bin/bash - + +# Let doxygen parse the code, with settings described in doxyconf. +# This will produce the html doc, as well as the .tex files necessary for the +# pdf doc. doxygen doxyconf -cp doxygen.sty ../manual/latex/doxygen.sty \ No newline at end of file +# The repository contains a doxygen.sty file generated automatically +# with the command 'doxygen -w latex header.tex footer.tex doxygen.sty +# doxyconf'. As long as the latex compilation works, this file can +# just be copied to the directory where the latex compilation is +# done. However, a new doxygen.sty should be generated after each +# change of doxyconf or with each new version of doxygen. +cp doxygen.sty ../manual/latex/doxygen.sty diff --git a/doc/input/make2.sh b/doc/input/make2.sh old mode 100644 new mode 100755 index 61d2fc13..4f97fdb2 --- a/doc/input/make2.sh +++ b/doc/input/make2.sh @@ -1,5 +1,7 @@ #!/bin/bash +# go to the directory doc/manual/latex and compile the latex files to +# produce the pdf doc cd ../manual/latex make diff --git a/doc/input/mod.md b/doc/input/mod.md index d38cd9b6..644d7b68 100644 --- a/doc/input/mod.md +++ b/doc/input/mod.md @@ -29,12 +29,12 @@ This will generate a new version of the html manual and the necessary files to m after - {\Large C\+L\+A\+SS M\+A\+N\+U\+AL }\\ + {\Large CLASS MANUAL }\\ and move manually the chapters `"The external Pk mode"` and `"Updating the manual"` to the end, after the automatically generated part. Once you have this file with your desired configuration, navigate back to the class/doc/input directory, and run the second script ` . make2.sh` -You should now be able to find the finished pdf in `class/doc/manual/CLASS_MANUAL.pdf`. Finally you can commit the changes to git, but not all the content of `doc/` is necessary: only `doc/README`, `doc/input/`, `doc/manual/CLASS_MANUAL.pdf`, `doc/manual/html/`. This means that before committing you will have to do a: `git add doc/manual/html/`, but NOT a: `git add doc/manual/latex/`! +You should now be able to find the finished pdf in `class/doc/manual/CLASS_MANUAL.pdf`. Finally you can commit the changes to git, but not all the content of `doc/` is necessary: only `doc/README`, `doc/input/` and `doc/manual/CLASS_MANUAL.pdf`. Since version 2.8, we are not committing anymore `doc/manual/html/` because it was too big (and complicating the version history): users only get the PDF manual from git. As a final comment, doxygen uses two main configuration files: `doxyconf` and `doxygen.sty`, both located in class/doc/input. Changes to these files can dramatically impact the outcome, so any modifications to these files should be done with great care. diff --git a/doc/manual/CLASS_MANUAL.pdf b/doc/manual/CLASS_MANUAL.pdf index 8e7dca5e..0d40d48f 100644 Binary files a/doc/manual/CLASS_MANUAL.pdf and b/doc/manual/CLASS_MANUAL.pdf differ diff --git a/doc/manual/html/annotated.html b/doc/manual/html/annotated.html deleted file mode 100644 index a3ec126c..00000000 --- a/doc/manual/html/annotated.html +++ /dev/null @@ -1,120 +0,0 @@ - - - - - - - -CLASS MANUAL: Data Structures - - - - - - - - - - - - - - -
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Data Structures
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- - - - diff --git a/doc/manual/html/annotated.js b/doc/manual/html/annotated.js deleted file mode 100644 index 8bf09f49..00000000 --- a/doc/manual/html/annotated.js +++ /dev/null @@ -1,22 +0,0 @@ -var annotated = -[ - [ "background", "background_8h.html#structbackground", "background_8h_structbackground" ], - [ "background_parameters_and_workspace", "background_8h.html#structbackground__parameters__and__workspace", null ], - [ "background_parameters_for_distributions", "background_8h.html#structbackground__parameters__for__distributions", null ], - [ "lensing", "lensing_8h.html#structlensing", "lensing_8h_structlensing" ], - [ "nonlinear", "nonlinear_8h.html#structnonlinear", "nonlinear_8h_structnonlinear" ], - [ "output", "output_8h.html#structoutput", "output_8h_structoutput" ], - [ "perturb_parameters_and_workspace", "perturbations_8h.html#structperturb__parameters__and__workspace", "perturbations_8h_structperturb__parameters__and__workspace" ], - [ "perturb_vector", "perturbations_8h.html#structperturb__vector", "perturbations_8h_structperturb__vector" ], - [ "perturb_workspace", "perturbations_8h.html#structperturb__workspace", "perturbations_8h_structperturb__workspace" ], - [ "perturbs", "perturbations_8h.html#structperturbs", "perturbations_8h_structperturbs" ], - [ "precision", "common_8h.html#structprecision", "common_8h_structprecision" ], - [ "primordial", "primordial_8h.html#structprimordial", "primordial_8h_structprimordial" ], - [ "recombination", "thermodynamics_8h.html#structrecombination", "thermodynamics_8h_structrecombination" ], - [ "reionization", "thermodynamics_8h.html#structreionization", "thermodynamics_8h_structreionization" ], - [ "spectra", "spectra_8h.html#structspectra", "spectra_8h_structspectra" ], - [ "thermo", "thermodynamics_8h.html#structthermo", "thermodynamics_8h_structthermo" ], - [ "thermodynamics_parameters_and_workspace", "thermodynamics_8h.html#structthermodynamics__parameters__and__workspace", null ], - [ "transfer_workspace", "transfer_8h.html#structtransfer__workspace", "transfer_8h_structtransfer__workspace" ], - [ "transfers", "transfer_8h.html#structtransfers", "transfer_8h_structtransfers" ] -]; \ No newline at end of file diff --git a/doc/manual/html/annotated_dup.js b/doc/manual/html/annotated_dup.js deleted file mode 100644 index 3eec95fc..00000000 --- a/doc/manual/html/annotated_dup.js +++ /dev/null @@ -1,22 +0,0 @@ -var annotated_dup = -[ - [ "background", "background_8h.html#structbackground", "background_8h_structbackground" ], - [ "background_parameters_and_workspace", "background_8h.html#structbackground__parameters__and__workspace", null ], - [ "background_parameters_for_distributions", "background_8h.html#structbackground__parameters__for__distributions", null ], - [ "lensing", "lensing_8h.html#structlensing", "lensing_8h_structlensing" ], - [ "nonlinear", "structnonlinear.html", "structnonlinear" ], - [ "output", "output_8h.html#structoutput", "output_8h_structoutput" ], - [ "perturb_parameters_and_workspace", "perturbations_8h.html#structperturb__parameters__and__workspace", "perturbations_8h_structperturb__parameters__and__workspace" ], - [ "perturb_vector", "perturbations_8h.html#structperturb__vector", "perturbations_8h_structperturb__vector" ], - [ "perturb_workspace", "perturbations_8h.html#structperturb__workspace", "perturbations_8h_structperturb__workspace" ], - [ "perturbs", "perturbations_8h.html#structperturbs", "perturbations_8h_structperturbs" ], - [ "precision", "common_8h.html#structprecision", "common_8h_structprecision" ], - [ "primordial", "primordial_8h.html#structprimordial", "primordial_8h_structprimordial" ], - [ "recombination", "thermodynamics_8h.html#structrecombination", "thermodynamics_8h_structrecombination" ], - [ "reionization", "thermodynamics_8h.html#structreionization", "thermodynamics_8h_structreionization" ], - [ "spectra", "spectra_8h.html#structspectra", "spectra_8h_structspectra" ], - [ "thermo", "thermodynamics_8h.html#structthermo", "thermodynamics_8h_structthermo" ], - [ "thermodynamics_parameters_and_workspace", "thermodynamics_8h.html#structthermodynamics__parameters__and__workspace", null ], - [ "transfer_workspace", "transfer_8h.html#structtransfer__workspace", "transfer_8h_structtransfer__workspace" ], - [ "transfers", "transfer_8h.html#structtransfers", "transfer_8h_structtransfers" ] -]; \ No newline at end of file diff --git a/doc/manual/html/arrays_8h_source.html b/doc/manual/html/arrays_8h_source.html deleted file mode 100644 index 118dc398..00000000 --- a/doc/manual/html/arrays_8h_source.html +++ /dev/null @@ -1,99 +0,0 @@ - - - - - - - -CLASS MANUAL: arrays.h Source File - - - - - - - - - - - - - - -
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5 #ifndef __ARRAYS__
6 #define __ARRAYS__
7 
8 #include "common.h"
9 
10 #define _SPLINE_NATURAL_ 0
11 #define _SPLINE_EST_DERIV_ 1
16 #ifdef __cplusplus
17 extern "C" {
18 #endif
19 
20  int array_derive(
21  double * array,
22  int n_columns,
23  int n_lines,
24  int index_x,
25  int index_y,
26  int index_dydx,
27  ErrorMsg errmsg);
28 
29  int array_derive_spline(
30  double * x_array,
31  int n_lines,
32  double * array,
33  double * array_splined,
34  int n_columns,
35  int index_y,
36  int index_dydx,
37  ErrorMsg errmsg);
38 
39  int array_derive_spline_table_line_to_line(
40  double * x_array,
41  int n_lines,
42  double * array,
43  int n_columns,
44  int index_y,
45  int index_ddy,
46  int index_dy,
47  ErrorMsg errmsg);
48 
49  int array_derive1_order2_table_line_to_line(
50  double * x_array,
51  int n_lines,
52  double * array,
53  int n_columns,
54  int index_y,
55  int index_dy,
56  ErrorMsg errmsg);
57 
58  int array_derive2_order2_table_line_to_line(
59  double * x_array,
60  int n_lines,
61  double * array,
62  int n_columns,
63  int index_y,
64  int index_dy,
65  int index_ddy,
66  ErrorMsg errmsg);
67 
68  int array_derive_two(
69  double * array,
70  int n_columns,
71  int n_lines,
72  int index_x,
73  int index_y,
74  int index_dydx,
75  int index_ddydxdx,
76  ErrorMsg errmsg);
77 
78 
79 
80  int array_spline(
81  double * array,
82  int n_columns,
83  int n_lines,
84  int index_x,
85  int index_y,
86  int index_ddydx2,
87  short spline_mode,
88  ErrorMsg errmsg);
89 
90  int array_spline_table_line_to_line(
91  double * x, /* vector of size x_size */
92  int x_size,
93  double * array,
94  int n_columns,
95  int index_y,
96  int index_ddydx2,
97  short spline_mode,
98  ErrorMsg errmsg);
99 
100  int array_spline_table_columns(
101  double * x,
102  int x_size,
103  double * y_array,
104  int y_size,
105  double * ddy_array,
106  short spline_mode,
107  ErrorMsg errmsg);
108 
109  int array_spline_table_columns2(
110  double * x,
111  int x_size,
112  double * y_array,
113  int y_size,
114  double * ddy_array,
115  short spline_mode,
116  ErrorMsg errmsg);
117 
118  int array_spline_table_lines(
119  double * x,
120  int x_size,
121  double * y_array,
122  int y_size,
123  double * ddy_array,
124  short spline_mode,
125  ErrorMsg errmsg
126  );
127 
128  int array_logspline_table_lines(
129  double * x,
130  int x_size,
131  double * y_array,
132  int y_size,
133  double * ddlny_array,
134  short spline_mode,
135  ErrorMsg errmsg
136  );
137 
138  int array_spline_table_one_column(
139  double * x, /* vector of size x_size */
140  int x_size,
141  double * y_array, /* array of size x_size*y_size with elements
142  y_array[index_y*x_size+index_x] */
143  int y_size,
144  int index_y,
145  double * ddy_array, /* array of size x_size*y_size */
146  short spline_mode,
147  ErrorMsg errmsg
148  );
149 
150  int array_logspline_table_one_column(
151  double * x, /* vector of size x_size */
152  int x_size,
153  int x_stop,
154  double * y_array, /* array of size x_size*y_size with elements
155  y_array[index_y*x_size+index_x] */
156  int y_size,
157  int index_y,
158  double * ddlogy_array, /* array of size x_size*y_size */
159  short spline_mode,
160  ErrorMsg errmsg
161  );
162 
163  int array_integrate_all_spline(
164  double * array,
165  int n_columns,
166  int n_lines,
167  int index_x,
168  int index_y,
169  int index_ddy,
170  double * result,
171  ErrorMsg errmsg
172  );
173 
174 int array_integrate_all_trapzd_or_spline(
175  double * array,
176  int n_columns,
177  int n_lines,
178  int index_start_spline,
179  int index_x,
180  int index_y,
181  int index_ddy,
182  double * result,
183  ErrorMsg errmsg);
184 
185  int array_integrate_spline_table_line_to_line(
186  double * x_array,
187  int n_lines,
188  double * array,
189  int n_columns,
190  int index_y,
191  int index_ddy,
192  int index_inty,
193  ErrorMsg errmsg);
194 
195  int array_integrate(
196  double * array,
197  int n_columns,
198  int n_lines,
199  int index_x,
200  int index_y,
201  int index_int_y_dx,
202  ErrorMsg errmsg);
203 
204  int array_integrate_all(
205  double * array,
206  int n_columns,
207  int n_lines,
208  int index_x,
209  int index_y,
210  double * result);
211 
212  int array_integrate_ratio(
213  double * array,
214  int n_columns,
215  int n_lines,
216  int index_x,
217  int index_y1,
218  int index_y2,
219  int index_int_y1_over_y2_dx,
220  ErrorMsg errmsg);
221 
222  int array_interpolate(
223  double * array,
224  int n_columns,
225  int n_lines,
226  int index_x,
227  double x,
228  int * last_index,
229  double * result,
230  int result_size,
231  ErrorMsg errmsg);
233  int array_interpolate_spline(
234  double * __restrict__ x_array,
235  int n_lines,
236  double * __restrict__ array,
237  double * __restrict__ array_splined,
238  int n_columns,
239  double x,
240  int * __restrict__ last_index,
241  double * __restrict__ result,
242  int result_size,
243  ErrorMsg errmsg);
244 
245  int array_interpolate_linear(
246  double * x_array,
247  int n_lines,
248  double * array,
249  int n_columns,
250  double x,
251  int * last_index,
252  double * result,
253  int result_size,
254  ErrorMsg errmsg);
255 
256  int array_interpolate_growing_closeby(
257  double * array,
258  int n_columns,
259  int n_lines,
260  int index_x,
261  double x,
262  int * last_index,
263  double * result,
264  int result_size,
265  ErrorMsg errmsg);
266 
267  int array_interpolate_one_growing_closeby(
268  double * array,
269  int n_columns,
270  int n_lines,
271  int index_x,
272  double x,
273  int * last_index,
274  int index_y,
275  double * result,
276  ErrorMsg errmsg);
277 
278  int array_interpolate_spline_growing_closeby(
279  double * x_array,
280  int n_lines,
281  double * array,
282  double * array_splined,
283  int n_columns,
284  double x,
285  int * last_index,
286  double * result,
287  int result_size,
288  ErrorMsg errmsg);
289 
290  int array_interpolate_spline_growing_hunt(
291  double * x_array,
292  int n_lines,
293  double * array,
294  double * array_splined,
295  int n_columns,
296  double x,
297  int * last_index,
298  double * result,
299  int result_size,
300  ErrorMsg errmsg);
301 
302  int array_interpolate_two(
303  double * array_x,
304  int n_columns_x,
305  int index_x,
306  double * array_y,
307  int n_columns_y,
308  int n_lines,
309  double x,
310  double * result,
311  int result_size,
312  ErrorMsg errmsg);
313 
314  int array_interpolate_two_bis(
315  double * array_x,
316  int n_columns_x,
317  int index_x,
318  double * array_y,
319  int n_columns_y,
320  int n_lines,
321  double x,
322  double * result,
323  int result_size,
324  ErrorMsg errmsg);
325 
326  int array_interpolate_spline_one_column(
327  double * x_array,
328  int x_size,
329  double * y_array, /* array of size x_size*y_size with elements
330  y_array[index_y*x_size+index_x] */
331  int y_size,
332  int index_y,
333  double * ddy_array, /* array of size x_size*y_size */
334  double x, /* input */
335  double * y, /* output */
336  ErrorMsg errmsg
337  );
338 
339  int array_interpolate_extrapolate_spline_one_column(
340  double * x_array,
341  int x_size,
342  double * y_array, /* array of size x_size*y_size with elements
343  y_array[index_y*x_size+index_x] */
344  int y_size,
345  int index_y,
346  double * ddy_array, /* array of size x_size*y_size */
347  double x, /* input */
348  double * y, /* output */
349  ErrorMsg errmsg
350  );
351 
352  int array_interpolate_extrapolate_logspline_loglinear_one_column(
353  double * x_array,
354  int x_size,
355  int x_stop,
356  double * y_array, /* array of size x_size*y_size with elements
357  y_array[index_y*x_size+index_x] */
358  int y_size,
359  int index_y,
360  double * ddlogy_array, /* array of size x_size*y_size */
361  double x, /* input */
362  double * y, /* output */
363  ErrorMsg errmsg
364  );
365 
366  int array_interpolate_two_arrays_one_column(
367  double * array_x, /* assumed to be a vector (i.e. one column array) */
368  double * array_y,
369  int n_columns_y,
370  int index_y, /* between 0 and (n_columns_y-1) */
371  int n_lines,
372  double x,
373  double * result,
374  ErrorMsg errmsg);
375 
376  int array_interpolate_equal(
377  double * array,
378  int n_colums,
379  int n_lines,
380  double x,
381  double x_min,
382  double x_max,
383  double * result,
384  ErrorMsg errmsg);
385 
386  int array_interpolate_cubic_equal(
387  double x0,
388  double dx,
389  double *yarray,
390  int Nx,
391  double x,
392  double * result,
393  ErrorMsg errmsg);
394 
395  int array_interpolate_parabola(double x1,
396  double x2,
397  double x3,
398  double x,
399  double y1,
400  double y2,
401  double y3,
402  double * y,
403  double * dy,
404  double * ddy,
405  ErrorMsg errmsg);
406 
407  int array_smooth(double * array,
408  int n_columns,
409  int n_lines,
410  int index,
411  int radius,
412  ErrorMsg errmsg);
413 
414  int array_trapezoidal_weights(double * __restrict__ x,
415  int n,
416  double * __restrict__ w_trapz,
417  ErrorMsg errmsg);
418 
419  int array_trapezoidal_mweights(double * __restrict__ x,
420  int n,
421  double * __restrict__ w_trapz,
422  ErrorMsg errmsg);
423 
424  int array_trapezoidal_integral(double * __restrict__ integrand,
425  int n,
426  double * __restrict__ w_trapz,
427  double * __restrict__ I,
428  ErrorMsg errmsg);
429 
430  int array_trapezoidal_convolution(double * __restrict__ integrand1,
431  double * __restrict__ integrand2,
432  int n,
433  double * __restrict__ w_trapz,
434  double * __restrict__ I,
435  ErrorMsg errmsg);
436 
437 #ifdef __cplusplus
438 }
439 #endif
440 
441 #endif
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int background_at_tau (struct background *pba, double tau, short return_format, short intermode, int *last_index, double *pvecback)
 
int background_tau_of_z (struct background *pba, double z, double *tau)
 
int background_functions (struct background *pba, double *pvecback_B, short return_format, double *pvecback)
 
int background_w_fld (struct background *pba, double a, double *w_fld, double *dw_over_da_fld, double *integral_fld)
 
int background_init (struct precision *ppr, struct background *pba)
 
int background_free (struct background *pba)
 
int background_free_noinput (struct background *pba)
 
int background_free_input (struct background *pba)
 
int background_indices (struct background *pba)
 
int background_ncdm_distribution (void *pbadist, double q, double *f0)
 
int background_ncdm_test_function (void *pbadist, double q, double *test)
 
int background_ncdm_init (struct precision *ppr, struct background *pba)
 
int background_ncdm_momenta (double *qvec, double *wvec, int qsize, double M, double factor, double z, double *n, double *rho, double *p, double *drho_dM, double *pseudo_p)
 
int background_ncdm_M_from_Omega (struct precision *ppr, struct background *pba, int n_ncdm)
 
int background_solve (struct precision *ppr, struct background *pba)
 
int background_initial_conditions (struct precision *ppr, struct background *pba, double *pvecback, double *pvecback_integration)
 
int background_find_equality (struct precision *ppr, struct background *pba)
 
int background_output_titles (struct background *pba, char titles[_MAXTITLESTRINGLENGTH_])
 
int background_output_data (struct background *pba, int number_of_titles, double *data)
 
int background_derivs (double tau, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
 
double V_e_scf (struct background *pba, double phi)
 
double V_p_scf (struct background *pba, double phi)
 
double V_scf (struct background *pba, double phi)
 
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Detailed Description

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Documented background module

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  • Julien Lesgourgues, 17.04.2011
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  • routines related to ncdm written by T. Tram in 2011
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Deals with the cosmological background evolution. This module has two purposes:

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  • at the beginning, to initialize the background, i.e. to integrate the background equations, and store all background quantities as a function of conformal time inside an interpolation table.
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  • to provide routines which allow other modules to evaluate any background quantity for a given value of the conformal time (by interpolating within the interpolation table), or to find the correspondence between redshift and conformal time.
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The overall logic in this module is the following:

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  1. most background parameters that we will call {A} (e.g. rho_gamma, ..) can be expressed as simple analytical functions of a few variables that we will call {B} (in simplest models, of the scale factor 'a'; in extended cosmologies, of 'a' plus e.g. (phi, phidot) for quintessence, or some temperature for exotic particles, etc...).
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  3. in turn, quantities {B} can be found as a function of conformal time by integrating the background equations.
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  5. some other quantities that we will call {C} (like e.g. the sound horizon or proper time) also require an integration with respect to time, that cannot be inferred analytically from parameters {B}.
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So, we define the following routines:

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  • background_functions() returns all background quantities {A} as a function of quantities {B}.
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  • background_solve() integrates the quantities {B} and {C} with respect to conformal time; this integration requires many calls to background_functions().
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Later in the code, if we know the variables {B} and need some quantity {A}, the quickest and most precise way is to call directly background_functions() (for instance, in simple models, if we want H at a given value of the scale factor). If we know 'tau' and want any other quantity, we can call background_at_tau(), which interpolates in the table and returns all values. Finally it can be useful to get 'tau' for a given redshift 'z': this can be done with background_tau_of_z(). So if we are somewhere in the code, knowing z and willing to get background quantities, we should call first background_tau_of_z() and then background_at_tau().

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In order to save time, background_at_tau() can be called in three modes: short_info, normal_info, long_info (returning only essential quantities, or useful quantities, or rarely useful quantities). Each line in the interpolation table is a vector whose first few elements correspond to the short_info format; a larger fraction contribute to the normal format; and the full vector corresponds to the long format. The guideline is that short_info returns only geometric quantities like a, H, H'; normal format returns quantities strictly needed at each step in the integration of perturbations; long_info returns quantities needed only occasionally.

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In summary, the following functions can be called from other modules:

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Function Documentation

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◆ background_at_tau()

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int background_at_tau (struct backgroundpba,
double tau,
short return_format,
short intermode,
int * last_index,
double * pvecback 
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Background quantities at given conformal time tau.

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Evaluates all background quantities at a given value of conformal time by reading the pre-computed table and interpolating.

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pbaInput: pointer to background structure (containing pre-computed table)
tauInput: value of conformal time
return_formatInput: format of output vector (short, normal, long)
intermodeInput: interpolation mode (normal or closeby)
last_indexInput/Output: index of the previous/current point in the interpolation array (input only for closeby mode, output for both)
pvecbackOutput: vector (assumed to be already allocated)
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Returns
the error status
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Summary:

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  • deduce length of returned vector from format mode
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◆ background_tau_of_z()

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int background_tau_of_z (struct backgroundpba,
double z,
double * tau 
)
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Conformal time at given redshift.

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Returns tau(z) by interpolation from pre-computed table.

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Parameters
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pbaInput: pointer to background structure
zInput: redshift
tauOutput: conformal time
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Returns
the error status
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Summary:

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  • define local variables
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  • check that $ z $ is in the pre-computed range
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◆ background_functions()

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int background_functions (struct backgroundpba,
double * pvecback_B,
short return_format,
double * pvecback 
)
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-

Background quantities at given $ a $.

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Function evaluating all background quantities which can be computed analytically as a function of {B} parameters such as the scale factor 'a' (see discussion at the beginning of this file). In extended cosmological models, the pvecback_B vector contains other input parameters than just 'a', e.g. (phi, phidot) for quintessence, some temperature of exotic relics, etc...

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Parameters
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pbaInput: pointer to background structure
pvecback_BInput: vector containing all {B} type quantities (scale factor, ...)
return_formatInput: format of output vector
pvecbackOutput: vector of background quantities (assumed to be already allocated)
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Returns
the error status
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Summary:

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  • define local variables
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  • initialize local variables
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  • pass value of $ a$ to output
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  • compute each component's density and pressure
  • -
  • compute expansion rate H from Friedmann equation: this is the only place where the Friedmann equation is assumed. Remember that densities are all expressed in units of $ [3c^2/8\pi G] $, ie $ \rho_{class} = [8 \pi G \rho_{physical} / 3 c^2]$
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  • compute derivative of H with respect to conformal time
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  • compute relativistic density to total density ratio
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  • compute other quantities in the exhaustive, redundant format
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  • compute critical density
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  • compute Omega_m
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◆ background_w_fld()

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int background_w_fld (struct backgroundpba,
double a,
double * w_fld,
double * dw_over_da_fld,
double * integral_fld 
)
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Single place where the fluid equation of state is defined. Parameters of the function are passed through the background structure. Generalisation to arbitrary functions should be simple.

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Parameters
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pbaInput: pointer to background structure
aInput: current value of scale factor
w_fldOutput: equation of state parameter w_fld(a)
dw_over_da_fldOutput: function dw_fld/da
integral_fldOutput: function $ \int_{a}^{a_0} da 3(1+w_{fld})/a $
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Returns
the error status
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  • first, define the function w(a)
  • -
  • then, give the corresponding analytic derivative dw/da (used by perturbation equations; we could compute it numerically, but with a loss of precision; as long as there is a simple analytic expression of the derivative of the previous function, let's use it!
  • -
  • finally, give the analytic solution of the following integral: $ \int_{a}^{a0} da 3(1+w_{fld})/a $. This is used in only one place, in the initial conditions for the background, and with a=a_ini. If your w(a) does not lead to a simple analytic solution of this integral, no worry: instead of writing something here, the best would then be to leave it equal to zero, and then in background_initial_conditions() you should implement a numerical calculation of this integral only for a=a_ini, using for instance Romberg integration. It should be fast, simple, and accurate enough.
  • -
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note: of course you can generalise these formulas to anything, defining new parameters pba->w..._fld. Just remember that so far, HyRec explicitely assumes that w(a)= w0 + wa (1-a/a0); but Recfast does not assume anything

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◆ background_init()

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int background_init (struct precisionppr,
struct backgroundpba 
)
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Initialize the background structure, and in particular the background interpolation table.

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Parameters
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pprInput: pointer to precision structure
pbaInput/Output: pointer to initialized background structure
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Returns
the error status
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Summary:

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  • define local variables
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  • in verbose mode, provide some information
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  • if shooting failed during input, catch the error here
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  • assign values to all indices in vectors of background quantities with background_indices()
  • -
  • control that cosmological parameter values make sense
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  • this function integrates the background over time, allocates and fills the background table
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  • this function finds and stores a few derived parameters at radiation-matter equality
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◆ background_free()

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int background_free (struct backgroundpba)
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Free all memory space allocated by background_init().

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Parameters
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pbaInput: pointer to background structure (to be freed)
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Returns
the error status
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◆ background_free_noinput()

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int background_free_noinput (struct backgroundpba)
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Free only the memory space NOT allocated through input_read_parameters()

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Parameters
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pbaInput: pointer to background structure (to be freed)
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Returns
the error status
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◆ background_free_input()

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int background_free_input (struct backgroundpba)
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Free pointers inside background structure which were allocated in input_read_parameters()

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Parameters
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pbaInput: pointer to background structure
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Returns
the error status
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◆ background_indices()

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int background_indices (struct backgroundpba)
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Assign value to each relevant index in vectors of background quantities.

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Parameters
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pbaInput: pointer to background structure
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Returns
the error status
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Summary:

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  • define local variables
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  • initialize all flags: which species are present?
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  • initialize all indices
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◆ background_ncdm_distribution()

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int background_ncdm_distribution (void * pbadist,
double q,
double * f0 
)
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This is the routine where the distribution function f0(q) of each ncdm species is specified (it is the only place to modify if you need a partlar f0(q))

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Parameters
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pbadistInput: structure containing all parameters defining f0(q)
qInput: momentum
f0Output: phase-space distribution
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  • extract from the input structure pbadist all the relevant information
  • -
  • shall we interpolate in file, or shall we use analytical formula below?
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  • a) deal first with the case of interpolating in files
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  • b) deal now with case of reading analytical function
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-

Next enter your analytic expression(s) for the p.s.d.'s. If you need different p.s.d.'s for different species, put each p.s.d inside a condition, like for instance: if (n_ncdm==2) {*f0=...}. Remember that n_ncdm = 0 refers to the first species.

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This form is only appropriate for approximate studies, since in reality the chemical potentials are associated with flavor eigenstates, not mass eigenstates. It is easy to take this into account by introducing the mixing angles. In the later part (not read by the code) we illustrate how to do this.

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◆ background_ncdm_test_function()

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int background_ncdm_test_function (void * pbadist,
double q,
double * test 
)
-
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This function is only used for the purpose of finding optimal quadrature weights. The logic is: if we can accurately convolve f0(q) with this function, then we can convolve it accurately with any other relevant function.

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Parameters
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pbadistInput: structure containing all background parameters
qInput: momentum
testOutput: value of the test function test(q)
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Using a + bq creates problems for otherwise acceptable distributions which diverges as $ 1/r $ or $ 1/r^2 $ for $ r\to 0 $

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◆ background_ncdm_init()

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int background_ncdm_init (struct precisionppr,
struct backgroundpba 
)
-
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This function finds optimal quadrature weights for each ncdm species

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Parameters
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pprInput: precision structure
pbaInput/Output: background structure
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-

Automatic q-sampling for this species

- in verbose mode, inform user of number of sampled momenta
-

for background quantities

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Manual q-sampling for this species. Same sampling used for both perturbation and background sampling, since this will usually be a high precision setting anyway

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  • in verbose mode, inform user of number of sampled momenta for background quantities
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◆ background_ncdm_momenta()

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int background_ncdm_momenta (double * qvec,
double * wvec,
int qsize,
double M,
double factor,
double z,
double * n,
double * rho,
double * p,
double * drho_dM,
double * pseudo_p 
)
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For a given ncdm species: given the quadrature weights, the mass and the redshift, find background quantities by a quick weighted sum over. Input parameters passed as NULL pointers are not evaluated for speed-up

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Parameters
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qvecInput: sampled momenta
wvecInput: quadrature weights
qsizeInput: number of momenta/weights
MInput: mass
factorInput: normalization factor for the p.s.d.
zInput: redshift
nOutput: number density
rhoOutput: energy density
pOutput: pressure
drho_dMOutput: derivative used in next function
pseudo_pOutput: pseudo-pressure used in perturbation module for fluid approx
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Summary:

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  • rescale normalization at given redshift
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  • initialize quantities
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  • loop over momenta
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  • adjust normalization
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◆ background_ncdm_M_from_Omega()

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int background_ncdm_M_from_Omega (struct precisionppr,
struct backgroundpba,
int n_ncdm 
)
-
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When the user passed the density fraction Omega_ncdm or omega_ncdm in input but not the mass, infer the mass with Newton iteration method.

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Parameters
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pprInput: precision structure
pbaInput/Output: background structure
n_ncdmInput: index of ncdm species
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◆ background_solve()

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int background_solve (struct precisionppr,
struct backgroundpba 
)
-
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This function integrates the background over time, allocates and fills the background table

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Parameters
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pprInput: precision structure
pbaInput/Output: background structure
-
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Summary:

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  • define local variables
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  • allocate vector of quantities to be integrated
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  • initialize generic integrator with initialize_generic_integrator()
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  • impose initial conditions with background_initial_conditions()
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  • create a growTable with gt_init()
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  • loop over integration steps: call background_functions(), find step size, save data in growTable with gt_add(), perform one step with generic_integrator(), store new value of tau
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  • save last data in growTable with gt_add()
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  • clean up generic integrator with cleanup_generic_integrator()
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  • retrieve data stored in the growTable with gt_getPtr()
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  • interpolate to get quantities precisely today with array_interpolate()
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  • deduce age of the Universe
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  • allocate background tables
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  • In a loop over lines, fill background table using the result of the integration plus background_functions()
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  • free the growTable with gt_free()
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  • fill tables of second derivatives (in view of spline interpolation)
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  • compute remaining "related parameters"
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◆ background_initial_conditions()

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int background_initial_conditions (struct precisionppr,
struct backgroundpba,
double * pvecback,
double * pvecback_integration 
)
-
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Assign initial values to background integrated variables.

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Parameters
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pprInput: pointer to precision structure
pbaInput: pointer to background structure
pvecbackInput: vector of background quantities used as workspace
pvecback_integrationOutput: vector of background quantities to be integrated, returned with proper initial values
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Returns
the error status
-

Summary:

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  • define local variables
  • -
  • fix initial value of $ a $

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    If we have ncdm species, perhaps we need to start earlier than the standard value for the species to be relativistic. This could happen for some WDM models.

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  • -
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    • -
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f = -Omega_rad+pow(pow(Omega_rad,3./2.)+0.5*pow(a/pba->a_today,6)*pvecback_integration[pba->index_bi_rho_dcdm]*pba->Gamma_dcdm/pow(pba->H0,3),2./3.);

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but it is not numerically stable for very small f which is always the case. Instead we use the Taylor expansion of this equation, which is equivalent to ignoring f(a) in the Hubble rate.

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There is also a space reserved for a future case where dr is not sourced by dcdm

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  • Fix initial value of $ \phi, \phi' $ set directly in the radiation attractor => fixes the units in terms of rho_ur
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TODO:

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  • -
  • Check equations and signs. Sign of phi_prime?
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  • is rho_ur all there is early on?
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  • –> If there is no attractor solution for scf_lambda, assign some value. Otherwise would give a nan.
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  • –> If no attractor initial conditions are assigned, gets the provided ones.
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  • compute initial proper time, assuming radiation-dominated universe since Big Bang and therefore $ t=1/(2H) $ (good approximation for most purposes)
  • -
  • compute initial conformal time, assuming radiation-dominated universe since Big Bang and therefore $ \tau=1/(aH) $ (good approximation for most purposes)
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  • compute initial sound horizon, assuming $ c_s=1/\sqrt{3} $ initially
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  • set initial value of D and D' in RD. D will be renormalised later, but D' must be correct.
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◆ background_find_equality()

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int background_find_equality (struct precisionppr,
struct backgroundpba 
)
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Find the time of radiation/matter equality and store characteristic quantitites at that time in the background structure..

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Parameters
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pprInput: pointer to precision structure
pbaInput/Output: pointer to background structure
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Returns
the error status
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◆ background_output_titles()

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int background_output_titles (struct backgroundpba,
char titles[_MAXTITLESTRINGLENGTH_] 
)
-
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Subroutine for formatting background output

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  • Length of the column title should be less than OUTPUTPRECISION+6 to be indented correctly, but it can be as long as .
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◆ background_output_data()

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int background_output_data (struct backgroundpba,
int number_of_titles,
double * data 
)
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Stores quantities

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◆ background_derivs()

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int background_derivs (double tau,
double * y,
double * dy,
void * parameters_and_workspace,
ErrorMsg error_message 
)
-
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Subroutine evaluating the derivative with respect to conformal time of quantities which are integrated (a, t, etc).

-

This is one of the few functions in the code which is passed to the generic_integrator() routine. Since generic_integrator() should work with functions passed from various modules, the format of the arguments is a bit special:

-
    -
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  • -
  • the error management is a bit special: errors are not written as usual to pba->error_message, but to a generic error_message passed in the list of arguments.
  • -
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Parameters
- - - - - - -
tauInput: conformal time
yInput: vector of variable
dyOutput: its derivative (already allocated)
parameters_and_workspaceInput: pointer to fixed parameters (e.g. indices)
error_messageOutput: error message
-
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Summary:

-
    -
  • define local variables
  • -
  • calculate functions of $ a $ with background_functions()
  • -
  • Short hand notation
  • -
  • calculate $ a'=a^2 H $
  • -
  • calculate $ t' = a $
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  • calculate $ rs' = c_s $
  • -
  • solve second order growth equation $ [D''(\tau)=-aHD'(\tau)+3/2 a^2 \rho_M D(\tau) $
  • -
  • compute dcdm density $ \rho' = -3aH \rho - a \Gamma \rho $
  • -
  • Compute dr density $ \rho' = -4aH \rho - a \Gamma \rho $
  • -
  • Compute fld density $ \rho' = -3aH (1+w_{fld}(a)) \rho $
  • -
  • Scalar field equation: $ \phi'' + 2 a H \phi' + a^2 dV = 0 $ (note H is wrt cosmic time)
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◆ V_e_scf()

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double V_e_scf (struct backgroundpba,
double phi 
)
-
-

Scalar field potential and its derivatives with respect to the field _scf For Albrecht & Skordis model: 9908085

    -
  • $ V = V_{p_{scf}}*V_{e_{scf}} $
  • -
  • $ V_e = \exp(-\lambda \phi) $ (exponential)
  • -
  • $ V_p = (\phi - B)^\alpha + A $ (polynomial bump)
  • -
-

TODO:

    -
  • Add some functionality to include different models/potentials (tuning would be difficult, though)
  • -
  • Generalize to Kessence/Horndeski/PPF and/or couplings
  • -
  • A default module to numerically compute the derivatives when no analytic functions are given should be added.
  • -
  • Numerical derivatives may further serve as a consistency check.
  • -
-

The units of phi, tau in the derivatives and the potential V are the following:

    -
  • phi is given in units of the reduced Planck mass $ m_{pl} = (8 \pi G)^{(-1/2)}$
  • -
  • tau in the derivative is given in units of Mpc.
  • -
  • the potential $ V(\phi) $ is given in units of $ m_{pl}^2/Mpc^2 $. With this convention, we have $ \rho^{class} = (8 \pi G)/3 \rho^{physical} = 1/(3 m_{pl}^2) \rho^{physical} = 1/3 * [ 1/(2a^2) (\phi')^2 + V(\phi) ] $ and $ \rho^{class} $ has the proper dimension $ Mpc^-2 $.
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◆ V_p_scf()

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double V_p_scf (struct backgroundpba,
double phi 
)
-
-

parameters and functions for the polynomial coefficient $ V_p = (\phi - B)^\alpha + A $(polynomial bump)

-

double scf_alpha = 2;

-

double scf_B = 34.8;

-

double scf_A = 0.01; (values for their Figure 2)

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◆ V_scf()

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double V_scf (struct backgroundpba,
double phi 
)
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Fianlly we can obtain the overall potential $ V = V_p*V_e $

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CLASS MANUAL -
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background.h File Reference
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#include "common.h"
-#include "quadrature.h"
-#include "growTable.h"
-#include "arrays.h"
-#include "dei_rkck.h"
-#include "parser.h"
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- + Include dependency graph for background.h:
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- + This graph shows which files directly or indirectly include this file:
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Go to the source code of this file.

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-Data Structures

struct  background
 
struct  background_parameters_and_workspace
 
struct  background_parameters_for_distributions
 
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-Enumerations

enum  spatial_curvature
 
enum  equation_of_state
 
-

Detailed Description

-

Documented includes for background module

-

Data Structure Documentation

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◆ background

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struct background
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-

All background parameters and evolution that other modules need to know.

-

Once initialized by the backgound_init(), contains all necessary information on the background evolution (except thermodynamics), and in particular, a table of all background quantities as a function of time and scale factor, used for interpolation in other modules.

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Data Fields
-double -H0 -

$ H_0 $: Hubble parameter (in fact, [ $H_0/c$]) in $ Mpc^{-1} $

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-double -Omega0_g -

$ \Omega_{0 \gamma} $: photons

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-double -T_cmb -

$ T_{cmb} $: current CMB temperature in Kelvins

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-double -Omega0_b -

$ \Omega_{0 b} $: baryons

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-double -Omega0_cdm -

$ \Omega_{0 cdm} $: cold dark matter

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-double -Omega0_lambda -

$ \Omega_{0_\Lambda} $: cosmological constant

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-double -Omega0_fld -

$ \Omega_{0 de} $: fluid

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-enum equation_of_state -fluid_equation_of_state -

parametrisation scheme for fluid equation of state

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-double -w0_fld -

$ w0_{DE} $: current fluid equation of state parameter

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-double -wa_fld -

$ wa_{DE} $: fluid equation of state parameter derivative

-
-double -Omega_EDE -

$ wa_{DE} $: Early Dark Energy density parameter

-
-double -cs2_fld -

$ c^2_{s~DE} $: sound speed of the fluid in the frame comoving with the fluid (so, this is not [delta p/delta rho] in the synchronous or newtonian gauge!!!)

-
-short -use_ppf -

flag switching on PPF perturbation equations instead of true fluid equations for perturbations. It could have been defined inside perturbation structure, but we leave it here in such way to have all fld parameters grouped.

-
-double -c_gamma_over_c_fld -

ppf parameter defined in eq. (16) of 0808.3125 [astro-ph]

-
-double -Omega0_ur -

$ \Omega_{0 \nu r} $: ultra-relativistic neutrinos

-
-double -Omega0_dcdmdr -

$ \Omega_{0 dcdm}+\Omega_{0 dr} $: decaying cold dark matter (dcdm) decaying to dark radiation (dr)

-
-double -Gamma_dcdm -

$ \Gamma_{dcdm} $: decay constant for decaying cold dark matter

-
-double -Omega_ini_dcdm -

$ \Omega_{ini,dcdm} $: rescaled initial value for dcdm density (see 1407.2418 for definitions)

-
-double -Omega0_scf -

$ \Omega_{0 scf} $: scalar field

-
-short -attractor_ic_scf -

whether the scalar field has attractor initial conditions

-
-double -phi_ini_scf -

$ \phi(t_0) $: scalar field initial value

-
-double -phi_prime_ini_scf -

$ d\phi(t_0)/d\tau $: scalar field initial derivative wrt conformal time

-
-double * -scf_parameters -

list of parameters describing the scalar field potential

-
-int -scf_parameters_size -

size of scf_parameters

-
-int -scf_tuning_index -

index in scf_parameters used for tuning

-
-double -Omega0_k -

$ \Omega_{0_k} $: curvature contribution

-
-int -N_ncdm -

Number of distinguishable ncdm species

-
-double * -M_ncdm -

vector of masses of non-cold relic: dimensionless ratios m_ncdm/T_ncdm

-
-double * -Omega0_ncdm -
-double -Omega0_ncdm_tot -

Omega0_ncdm for each species and for the total Omega0_ncdm

-
-double * -deg_ncdm -
-double -deg_ncdm_default -

vector of degeneracy parameters in factor of p-s-d: 1 for one family of neutrinos (= one neutrino plus its anti-neutrino, total g*=1+1=2, so deg = 0.5 g*); and its default value

-
-double * -T_ncdm -
-double -T_ncdm_default -

list of 1st parameters in p-s-d of non-cold relics: relative temperature T_ncdm1/T_gamma; and its default value

-
-double * -ksi_ncdm -
-double -ksi_ncdm_default -

list of 2nd parameters in p-s-d of non-cold relics: relative chemical potential ksi_ncdm1/T_ncdm1; and its default value

-
-double * -ncdm_psd_parameters -

list of parameters for specifying/modifying ncdm p.s.d.'s, to be customized for given model (could be e.g. mixing angles)

-
-int * -got_files -

list of flags for each species, set to true if p-s-d is passed through file

-
-char * -ncdm_psd_files -

list of filenames for tabulated p-s-d

-
-double -h -

reduced Hubble parameter

-
-double -age -

age in Gyears

-
-double -conformal_age -

conformal age in Mpc

-
-double -K -

$ K $: Curvature parameter $ K=-\Omega0_k*a_{today}^2*H_0^2$;

-
-int -sgnK -

K/|K|: -1, 0 or 1

-
-double * -m_ncdm_in_eV -

list of ncdm masses in eV (inferred from M_ncdm and other parameters above)

-
-double -Neff -

so-called "effective neutrino number", computed at earliest time in interpolation table

-
-double -Omega0_dcdm -

$ \Omega_{0 dcdm} $: decaying cold dark matter

-
-double -Omega0_dr -

$ \Omega_{0 dr} $: decay radiation

-
-double -a_eq -

scale factor at radiation/matter equality

-
-double -H_eq -

Hubble rate at radiation/matter equality [Mpc^-1]

-
-double -z_eq -

redshift at radiation/matter equality

-
-double -tau_eq -

conformal time at radiation/matter equality [Mpc]

-
-double -a_today -

scale factor today (arbitrary and irrelevant for most purposes)

-
-int -index_bg_a -

scale factor

-
-int -index_bg_H -

Hubble parameter in $Mpc^{-1}$

-
-int -index_bg_H_prime -

its derivative w.r.t. conformal time

-
-int -index_bg_rho_g -

photon density

-
-int -index_bg_rho_b -

baryon density

-
-int -index_bg_rho_cdm -

cdm density

-
-int -index_bg_rho_lambda -

cosmological constant density

-
-int -index_bg_rho_fld -

fluid density

-
-int -index_bg_w_fld -

fluid equation of state

-
-int -index_bg_rho_ur -

relativistic neutrinos/relics density

-
-int -index_bg_rho_dcdm -

dcdm density

-
-int -index_bg_rho_dr -

dr density

-
-int -index_bg_phi_scf -

scalar field value

-
-int -index_bg_phi_prime_scf -

scalar field derivative wrt conformal time

-
-int -index_bg_V_scf -

scalar field potential V

-
-int -index_bg_dV_scf -

scalar field potential derivative V'

-
-int -index_bg_ddV_scf -

scalar field potential second derivative V''

-
-int -index_bg_rho_scf -

scalar field energy density

-
-int -index_bg_p_scf -

scalar field pressure

-
-int -index_bg_rho_ncdm1 -

density of first ncdm species (others contiguous)

-
-int -index_bg_p_ncdm1 -

pressure of first ncdm species (others contiguous)

-
-int -index_bg_pseudo_p_ncdm1 -

another statistical momentum useful in ncdma approximation

-
-int -index_bg_Omega_r -

relativistic density fraction ( $ \Omega_{\gamma} + \Omega_{\nu r} $)

-
-int -index_bg_rho_crit -

critical density

-
-int -index_bg_Omega_m -

non-relativistic density fraction ( $ \Omega_b + \Omega_cdm + \Omega_{\nu nr} $)

-
-int -index_bg_conf_distance -

conformal distance (from us) in Mpc

-
-int -index_bg_ang_distance -

angular diameter distance in Mpc

-
-int -index_bg_lum_distance -

luminosity distance in Mpc

-
-int -index_bg_time -

proper (cosmological) time in Mpc

-
-int -index_bg_rs -

comoving sound horizon in Mpc

-
-int -index_bg_D -

scale independent growth factor D(a) for CDM perturbations

-
-int -index_bg_f -

corresponding velocity growth factor [dlnD]/[dln a]

-
-int -bg_size_short -

size of background vector in the "short format"

-
-int -bg_size_normal -

size of background vector in the "normal format"

-
-int -bg_size -

size of background vector in the "long format"

-
-int -bt_size -

number of lines (i.e. time-steps) in the array

-
-double * -tau_table -

vector tau_table[index_tau] with values of $ \tau $ (conformal time)

-
-double * -z_table -

vector z_table[index_tau] with values of $ z $ (redshift)

-
-double * -background_table -

table background_table[index_tau*pba->bg_size+pba->index_bg] with all other quantities (array of size bg_size*bt_size)

-
-double * -d2tau_dz2_table -

vector d2tau_dz2_table[index_tau] with values of $ d^2 \tau / dz^2 $ (conformal time)

-
-double * -d2background_dtau2_table -

table d2background_dtau2_table[index_tau*pba->bg_size+pba->index_bg] with values of $ d^2 b_i / d\tau^2 $ (conformal time)

-
-int -index_bi_a -

{B} scale factor

-
-int -index_bi_rho_dcdm -

{B} dcdm density

-
-int -index_bi_rho_dr -

{B} dr density

-
-int -index_bi_rho_fld -

{B} fluid density

-
-int -index_bi_phi_scf -

{B} scalar field value

-
-int -index_bi_phi_prime_scf -

{B} scalar field derivative wrt conformal time

-
-int -index_bi_time -

{C} proper (cosmological) time in Mpc

-
-int -index_bi_rs -

{C} sound horizon

-
-int -index_bi_tau -

{C} conformal time in Mpc

-
-int -index_bi_D -

{C} scale independent growth factor D(a) for CDM perturbations.

-
-int -index_bi_D_prime -

{C} D satisfies $ [D''(\tau)=-aHD'(\tau)+3/2 a^2 \rho_M D(\tau) $

-
-int -bi_B_size -

Number of {B} parameters

-
-int -bi_size -

Number of {B}+{C} parameters

-
-short -has_cdm -

presence of cold dark matter?

-
-short -has_dcdm -

presence of decaying cold dark matter?

-
-short -has_dr -

presence of relativistic decay radiation?

-
-short -has_scf -

presence of a scalar field?

-
-short -has_ncdm -

presence of non-cold dark matter?

-
-short -has_lambda -

presence of cosmological constant?

-
-short -has_fld -

presence of fluid with constant w and cs2?

-
-short -has_ur -

presence of ultra-relativistic neutrinos/relics?

-
-short -has_curvature -

presence of global spatial curvature?

-
-int * -ncdm_quadrature_strategy -

Vector of integers according to quadrature strategy.

-
-int * -ncdm_input_q_size -

Vector of numbers of q bins

-
-double * -ncdm_qmax -

Vector of maximum value of q

-
-double ** -q_ncdm_bg -

Pointers to vectors of background sampling in q

-
-double ** -w_ncdm_bg -

Pointers to vectors of corresponding quadrature weights w

-
-double ** -q_ncdm -

Pointers to vectors of perturbation sampling in q

-
-double ** -w_ncdm -

Pointers to vectors of corresponding quadrature weights w

-
-double ** -dlnf0_dlnq_ncdm -

Pointers to vectors of logarithmic derivatives of p-s-d

-
-int * -q_size_ncdm_bg -

Size of the q_ncdm_bg arrays

-
-int * -q_size_ncdm -

Size of the q_ncdm arrays

-
-double * -factor_ncdm -

List of normalization factors for calculating energy density etc.

-
-short -short_info -

flag for calling background_at_eta and return little information

-
-short -normal_info -

flag for calling background_at_eta and return medium information

-
-short -long_info -

flag for calling background_at_eta and return all information

-
-short -inter_normal -

flag for calling background_at_eta and find position in interpolation table normally

-
-short -inter_closeby -

flag for calling background_at_eta and find position in interpolation table starting from previous position in previous call

-
-short -shooting_failed -

flag is set to true if shooting failed.

-
-ErrorMsg -shooting_error -

Error message from shooting failed.

-
-short -background_verbose -

flag regulating the amount of information sent to standard output (none if set to zero)

-
-ErrorMsg -error_message -

zone for writing error messages

-
- -
-
- -

◆ background_parameters_and_workspace

- -
-
- - - - -
struct background_parameters_and_workspace
-
-

temporary parameters and workspace passed to the background_derivs function

-
-
-
- -

◆ background_parameters_for_distributions

- -
-
- - - - -
struct background_parameters_for_distributions
-
-

temporary parameters and workspace passed to phase space distribution function

-
-
-
-

Enumeration Type Documentation

- -

◆ spatial_curvature

- -
-
- - - - -
enum spatial_curvature
-
-

list of possible types of spatial curvature

- -
-
- -

◆ equation_of_state

- -
-
- - - - -
enum equation_of_state
-
-

list of possible parametrisations of the DE equation of state

- -
-
-
-
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background.h
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1 
3 #ifndef __BACKGROUND__
4 #define __BACKGROUND__
5 
6 #include "common.h"
7 #include "quadrature.h"
8 #include "growTable.h"
9 #include "arrays.h"
10 #include "dei_rkck.h"
11 #include "parser.h"
12 
15 enum spatial_curvature {flat,open,closed};
16 
19 enum equation_of_state {CLP,EDE};
20 
31 struct background
32 {
45 
46  double H0;
48  double Omega0_g;
50  double T_cmb;
52  double Omega0_b;
54  double Omega0_cdm;
56  double Omega0_lambda;
58  double Omega0_fld;
62  double w0_fld;
63  double wa_fld;
64  double Omega_EDE;
66  double cs2_fld;
71  short use_ppf;
79  double Omega0_ur;
81  double Omega0_dcdmdr;
83  double Gamma_dcdm;
85  double Omega_ini_dcdm;
87  double Omega0_scf;
89  double phi_ini_scf;
91  double * scf_parameters;
94  //double scf_lambda; /**< \f$ \lambda \f$ : scalar field exponential potential slope */
95  //double scf_alpha; /**< \f$ \alpha \f$ : Albrecht-Skordis polynomial slope */
96  //double scf_B; /**< \f$ \alpha \f$ : Albrecht-Skordis field shift */
97  //double scf_A; /**< \f$ \alpha \f$ : Albrecht-Skordis offset */
98 
99  double Omega0_k;
101  int N_ncdm;
102  double * M_ncdm;
104  double * Omega0_ncdm, Omega0_ncdm_tot;
105  double * deg_ncdm, deg_ncdm_default;
111  /* the following parameters help to define the analytical ncdm phase space distributions (p-s-d) */
112  double * T_ncdm,T_ncdm_default;
117  double * ksi_ncdm, ksi_ncdm_default;
125  /* end of parameters for analytical ncdm p-s-d */
126 
127  /* the following parameters help to define tabulated ncdm p-s-d passed in file */
128  int * got_files;
130  char * ncdm_psd_files;
131  /* end of parameters for tabulated ncdm p-s-d */
132 
134 
138 
139  double h;
140  double age;
141  double conformal_age;
142  double K;
143  int sgnK;
144  double * m_ncdm_in_eV;
145  double Neff;
146  double Omega0_dcdm;
147  double Omega0_dr;
148  double a_eq;
149  double H_eq;
150  double z_eq;
151  double tau_eq;
154 
158 
159  double a_today;
162 
166 
171  /* end of vector in short format, now quantities in normal format */
172 
197  /* end of vector in normal format, now quantities in long format */
198 
212  int bg_size;
215 
219 
220  int bt_size;
221  double * tau_table;
222  double * z_table;
223  double * background_table;
226 
230 
231  double * d2tau_dz2_table;
235 
236 
249 
263  int bi_B_size;
264  int bi_size;
267 
277 
278  short has_cdm;
279  short has_dcdm;
280  short has_dr;
281  short has_scf;
282  short has_ncdm;
283  short has_lambda;
284  short has_fld;
285  short has_ur;
289 
298  double * ncdm_qmax;
299  double ** q_ncdm_bg;
300  double ** w_ncdm_bg;
301  double ** q_ncdm;
302  double ** w_ncdm;
303  double ** dlnf0_dlnq_ncdm;
305  int * q_size_ncdm;
306  double * factor_ncdm;
309 
315 
316  short short_info;
317  short normal_info;
318  short long_info;
320  short inter_normal;
324 
328 
331  ErrorMsg shooting_error;
335  ErrorMsg error_message;
338 };
339 
345 
346  /* structures containing fixed input parameters (indices, ...) */
347  struct background * pba;
348 
349  /* workspace */
350  double * pvecback;
351 
352 };
353 
359 
360  /* structures containing fixed input parameters (indices, ...) */
361  struct background * pba;
362 
363  /* Additional parameters */
364 
365  /* Index of current distribution function */
366  int n_ncdm;
367 
368  /* Used for interpolating in file of tabulated p-s-d: */
369  int tablesize;
370  double *q;
371  double *f0;
372  double *d2f0;
373  int last_index;
374 
375 };
376 
377 /**************************************************************/
378 /* @cond INCLUDE_WITH_DOXYGEN */
379 /*
380  * Boilerplate for C++
381  */
382 #ifdef __cplusplus
383 extern "C" {
384 #endif
385 
386  int background_at_tau(
387  struct background *pba,
388  double tau,
389  short return_format,
390  short inter_mode,
391  int * last_index,
392  double * pvecback
393  );
394 
396  struct background *pba,
397  double z,
398  double * tau
399  );
400 
402  struct background *pba,
403  double * pvecback_B,
404  short return_format,
405  double * pvecback
406  );
407 
408  int background_w_fld(
409  struct background * pba,
410  double a,
411  double * w_fld,
412  double * dw_over_da_fld,
413  double * integral_fld);
414 
415  int background_init(
416  struct precision *ppr,
417  struct background *pba
418  );
419 
420  int background_free(
421  struct background *pba
422  );
423 
425  struct background *pba
426  );
427 
429  struct background *pba
430  );
431 
432  int background_indices(
433  struct background *pba
434  );
435 
437  void *pba,
438  double q,
439  double * f0
440  );
441 
443  void *pba,
444  double q,
445  double * test
446  );
447 
449  struct precision *ppr,
450  struct background *pba
451  );
452 
453 
455  double * qvec,
456  double * wvec,
457  int qsize,
458  double M,
459  double factor,
460  double z,
461  double * n,
462  double * rho,
463  double * p,
464  double * drho_dM,
465  double * pseudo_p
466  );
467 
469  struct precision *ppr,
470  struct background *pba,
471  int species
472  );
473 
474  int background_solve(
475  struct precision *ppr,
476  struct background *pba
477  );
478 
480  struct precision *ppr,
481  struct background *pba,
482  double * pvecback,
483  double * pvecback_integration
484  );
485 
487  struct precision *ppr,
488  struct background *pba
489  );
490 
491  int background_output_titles(struct background * pba,
492  char titles[_MAXTITLESTRINGLENGTH_]
493  );
494 
496  struct background *pba,
497  int number_of_titles,
498  double *data);
499 
500  int background_derivs(
501  double z,
502  double * y,
503  double * dy,
504  void * parameters_and_workspace,
505  ErrorMsg error_message
506  );
507 
509  double V_scf(
510  struct background *pba,
511  double phi
512  );
513 
514  double dV_scf(
515  struct background *pba,
516  double phi
517  );
518 
519  double ddV_scf(
520  struct background *pba,
521  double phi
522  );
523 
525  double Q_scf(
526  struct background *pba,
527  double phi,
528  double phi_prime
529  );
530 
531 #ifdef __cplusplus
532 }
533 #endif
534 
535 /**************************************************************/
536 
542 
543 #define _Mpc_over_m_ 3.085677581282e22
544 /* remark: CAMB uses 3.085678e22: good to know if you want to compare with high accuracy */
545 
546 #define _Gyr_over_Mpc_ 3.06601394e2
548 #define _c_ 2.99792458e8
549 #define _G_ 6.67428e-11
550 #define _eV_ 1.602176487e-19
552 /* parameters entering in Stefan-Boltzmann constant sigma_B */
553 #define _k_B_ 1.3806504e-23
554 #define _h_P_ 6.62606896e-34
555 /* remark: sigma_B = 2 pi^5 k_B^4 / (15h^3c^2) = 5.670400e-8
556  = Stefan-Boltzmann constant in W/m^2/K^4 = Kg/K^4/s^3 */
557 
559 
566 
567 #define _H0_BIG_ 1./2997.9
568 #define _H0_SMALL_ 0.3/2997.9
569 #define _TCMB_BIG_ 2.8
570 #define _TCMB_SMALL_ 2.7
571 #define _TOLERANCE_ON_CURVATURE_ 1.e-5
572 #define _OMEGAK_BIG_ 0.5
573 #define _OMEGAK_SMALL_ -0.5
576 
577 
582 
583 #define _SCALE_BACK_ 0.1
587 #define _PSD_DERIVATIVE_EXP_MIN_ -30
588 #define _PSD_DERIVATIVE_EXP_MAX_ 2
590 #define _zeta3_ 1.2020569031595942853997381615114499907649862923404988817922
591 #define _zeta5_ 1.0369277551433699263313654864570341680570809195019128119741
594 
595 
596 #endif
597 /* @endcond */
equation_of_state
Definition: background.h:19
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short attractor_ic_scf
Definition: background.h:88
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Definition: background.h:31
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int background_free_input(struct background *pba)
Definition: background.c:762
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double Neff
Definition: background.h:145
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int * q_size_ncdm
Definition: background.h:305
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short use_ppf
Definition: background.h:71
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int index_bg_a
Definition: background.h:167
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int index_bg_rho_b
Definition: background.h:174
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short inter_normal
Definition: background.h:320
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double Omega0_cdm
Definition: background.h:54
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short background_verbose
Definition: background.h:333
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int index_bi_rho_dr
Definition: background.h:252
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int index_bg_time
Definition: background.h:204
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int scf_tuning_index
Definition: background.h:93
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short inter_closeby
Definition: background.h:321
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double Omega0_fld
Definition: background.h:58
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int background_ncdm_test_function(void *pbadist, double q, double *test)
Definition: background.c:1174
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double Omega0_dcdm
Definition: background.h:146
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short has_cdm
Definition: background.h:278
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double Omega0_scf
Definition: background.h:87
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Definition: background.h:358
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int index_bg_conf_distance
Definition: background.h:201
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int background_find_equality(struct precision *ppr, struct background *pba)
Definition: background.c:2077
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int index_bg_rho_ncdm1
Definition: background.h:191
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double Omega0_g
Definition: background.h:48
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int index_bi_tau
Definition: background.h:259
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short has_ur
Definition: background.h:285
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int background_w_fld(struct background *pba, double a, double *w_fld, double *dw_over_da_fld, double *integral_fld)
Definition: background.c:469
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int index_bg_rho_fld
Definition: background.h:177
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double Gamma_dcdm
Definition: background.h:83
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double * ncdm_qmax
Definition: background.h:298
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int index_bg_phi_prime_scf
Definition: background.h:184
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int index_bg_rho_dr
Definition: background.h:181
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int background_ncdm_M_from_Omega(struct precision *ppr, struct background *pba, int n_ncdm)
Definition: background.c:1498
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int index_bg_ang_distance
Definition: background.h:202
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short has_curvature
Definition: background.h:286
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int index_bg_dV_scf
Definition: background.h:186
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double phi_ini_scf
Definition: background.h:89
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double Omega0_dr
Definition: background.h:147
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int index_bi_D
Definition: background.h:260
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double c_gamma_over_c_fld
Definition: background.h:77
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int background_initial_conditions(struct precision *ppr, struct background *pba, double *pvecback, double *pvecback_integration)
Definition: background.c:1872
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double * z_table
Definition: background.h:222
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double deg_ncdm_default
Definition: background.h:105
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double T_ncdm_default
Definition: background.h:112
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double ** q_ncdm_bg
Definition: background.h:299
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int background_tau_of_z(struct background *pba, double z, double *tau)
Definition: background.c:187
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int index_bg_D
Definition: background.h:207
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int index_bg_V_scf
Definition: background.h:185
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double ** q_ncdm
Definition: background.h:301
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short has_lambda
Definition: background.h:283
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double Omega_ini_dcdm
Definition: background.h:85
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double Omega0_ncdm_tot
Definition: background.h:104
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double V_scf(struct background *pba, double phi)
Definition: background.c:2466
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short normal_info
Definition: background.h:317
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ErrorMsg error_message
Definition: background.h:335
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int background_ncdm_distribution(void *pbadist, double q, double *f0)
Definition: background.c:1037
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double H0
Definition: background.h:46
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ErrorMsg shooting_error
Definition: background.h:331
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double * m_ncdm_in_eV
Definition: background.h:144
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short long_info
Definition: background.h:318
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double * M_ncdm
Definition: background.h:102
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int index_bg_w_fld
Definition: background.h:178
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int scf_parameters_size
Definition: background.h:92
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double * ncdm_psd_parameters
Definition: background.h:122
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int index_bi_a
Definition: background.h:250
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int background_indices(struct background *pba)
Definition: background.c:814
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int N_ncdm
Definition: background.h:101
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double * scf_parameters
Definition: background.h:91
-
int background_init(struct precision *ppr, struct background *pba)
Definition: background.c:559
-
int index_bg_ddV_scf
Definition: background.h:187
-
int sgnK
Definition: background.h:143
-
double Omega0_ur
Definition: background.h:79
-
char * ncdm_psd_files
Definition: background.h:130
-
double phi_prime_ini_scf
Definition: background.h:90
-
int index_bg_rho_dcdm
Definition: background.h:180
-
int index_bg_rs
Definition: background.h:205
-
int background_ncdm_momenta(double *qvec, double *wvec, int qsize, double M, double factor, double z, double *n, double *rho, double *p, double *drho_dM, double *pseudo_p)
Definition: background.c:1431
-
int index_bg_rho_crit
Definition: background.h:199
-
int bi_B_size
Definition: background.h:263
-
double * tau_table
Definition: background.h:221
-
double ** w_ncdm
Definition: background.h:302
-
int index_bg_rho_scf
Definition: background.h:188
-
int index_bg_pseudo_p_ncdm1
Definition: background.h:193
-
int background_free_noinput(struct background *pba)
Definition: background.c:743
-
int index_bi_rho_dcdm
Definition: background.h:251
-
int * ncdm_quadrature_strategy
Definition: background.h:296
-
int index_bi_time
Definition: background.h:257
-
double * d2background_dtau2_table
Definition: background.h:232
-
double * factor_ncdm
Definition: background.h:306
-
double Omega0_b
Definition: background.h:52
-
int bg_size
Definition: background.h:212
-
int bi_size
Definition: background.h:264
-
int index_bg_lum_distance
Definition: background.h:203
-
Definition: background.h:344
-
int background_ncdm_init(struct precision *ppr, struct background *pba)
Definition: background.c:1199
-
short has_dcdm
Definition: background.h:279
-
int index_bg_Omega_r
Definition: background.h:195
-
int bg_size_normal
Definition: background.h:211
-
double w0_fld
Definition: background.h:62
-
double wa_fld
Definition: background.h:63
-
double ** w_ncdm_bg
Definition: background.h:300
-
int bt_size
Definition: background.h:220
-
int background_derivs(double tau, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
Definition: background.c:2278
-
double a_today
Definition: background.h:159
-
double cs2_fld
Definition: background.h:66
-
double H_eq
Definition: background.h:149
-
int index_bg_p_ncdm1
Definition: background.h:192
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int background_functions(struct background *pba, double *pvecback_B, short return_format, double *pvecback)
Definition: background.c:244
-
int bg_size_short
Definition: background.h:210
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short has_scf
Definition: background.h:281
-
double T_cmb
Definition: background.h:50
-
int index_bg_rho_ur
Definition: background.h:179
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int * q_size_ncdm_bg
Definition: background.h:304
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int index_bg_rho_g
Definition: background.h:173
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double a_eq
Definition: background.h:148
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int index_bg_rho_cdm
Definition: background.h:175
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short has_ncdm
Definition: background.h:282
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int * got_files
Definition: background.h:128
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int index_bi_D_prime
Definition: background.h:261
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double h
Definition: background.h:139
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double Omega0_dcdmdr
Definition: background.h:81
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double z_eq
Definition: background.h:150
-
int background_at_tau(struct background *pba, double tau, short return_format, short intermode, int *last_index, double *pvecback)
Definition: background.c:98
- -
int index_bg_rho_lambda
Definition: background.h:176
-
int index_bg_f
Definition: background.h:208
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double * background_table
Definition: background.h:223
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int index_bi_phi_prime_scf
Definition: background.h:255
-
Definition: common.h:345
-
int background_output_data(struct background *pba, int number_of_titles, double *data)
Definition: background.c:2200
-
double Omega0_lambda
Definition: background.h:56
-
double * d2tau_dz2_table
Definition: background.h:231
-
int index_bg_Omega_m
Definition: background.h:200
-
int index_bi_rs
Definition: background.h:258
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short short_info
Definition: background.h:316
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double ** dlnf0_dlnq_ncdm
Definition: background.h:303
-
spatial_curvature
Definition: background.h:15
-
int index_bi_phi_scf
Definition: background.h:254
-
int index_bg_H_prime
Definition: background.h:169
-
int index_bg_H
Definition: background.h:168
-
enum equation_of_state fluid_equation_of_state
Definition: background.h:60
-
int index_bg_phi_scf
Definition: background.h:183
-
int background_output_titles(struct background *pba, char titles[_MAXTITLESTRINGLENGTH_])
Definition: background.c:2150
-
int * ncdm_input_q_size
Definition: background.h:297
-
short shooting_failed
Definition: background.h:329
-
double conformal_age
Definition: background.h:141
-
double age
Definition: background.h:140
-
double Omega_EDE
Definition: background.h:64
-
int index_bi_rho_fld
Definition: background.h:253
-
double K
Definition: background.h:142
-
double tau_eq
Definition: background.h:151
-
int background_solve(struct precision *ppr, struct background *pba)
Definition: background.c:1565
-
int index_bg_p_scf
Definition: background.h:189
-
short has_fld
Definition: background.h:284
-
double Omega0_k
Definition: background.h:99
-
double ksi_ncdm_default
Definition: background.h:117
-
int background_free(struct background *pba)
Definition: background.c:720
-
short has_dr
Definition: background.h:280
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- - - - - - -CLASS MANUAL: class.c File Reference - - - - - - - - - - - - - - -
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CLASS MANUAL -
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class.c File Reference
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#include "class.h"
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Detailed Description

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Julien Lesgourgues, 17.04.2011

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CLASS MANUAL -
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class.h
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1 #ifndef __CLASS__
2 #define __CLASS__
3 
4 /* standard libraries */
5 #include "stdio.h"
6 #include "stdlib.h"
7 #include "math.h"
8 #include "string.h"
9 #include "float.h"
10 #ifdef _OPENMP
11 #include "omp.h"
12 #endif
13 
14 /* tools for class */
15 #include "quadrature.h"
16 #include "growTable.h"
17 #include "arrays.h"
18 #include "dei_rkck.h"
19 #include "parser.h"
20 
21 /* class modules */
22 #include "common.h"
23 #include "input.h"
24 #include "background.h"
25 #include "thermodynamics.h"
26 #include "perturbations.h"
27 #include "primordial.h"
28 #include "nonlinear.h"
29 #include "transfer.h"
30 #include "spectra.h"
31 #include "lensing.h"
32 #include "output.h"
33 
34 #endif
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- - - - diff --git a/doc/manual/html/classes.html b/doc/manual/html/classes.html deleted file mode 100644 index a4bb9df6..00000000 --- a/doc/manual/html/classes.html +++ /dev/null @@ -1,119 +0,0 @@ - - - - - - - -CLASS MANUAL: Data Structure Index - - - - - - - - - - - - - - -
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CLASS MANUAL -
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Data Structure Index
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b | l | n | o | p | r | s | t
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perturb_vector   reionization   thermodynamics_parameters_and_workspace   
perturb_workspace   
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transfer_workspace   
background   nonlinear   perturbs   transfers   
background_parameters_and_workspace   
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precision   spectra   
background_parameters_for_distributions   primordial   
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output   
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thermo   
lensing   recombination   
perturb_parameters_and_workspace   
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- - - - diff --git a/doc/manual/html/closed.png b/doc/manual/html/closed.png deleted file mode 100644 index d18888a5..00000000 Binary files a/doc/manual/html/closed.png and /dev/null differ diff --git a/doc/manual/html/common_8h.html b/doc/manual/html/common_8h.html deleted file mode 100644 index af56102e..00000000 --- a/doc/manual/html/common_8h.html +++ /dev/null @@ -1,1296 +0,0 @@ - - - - - - - -CLASS MANUAL: common.h File Reference - - - - - - - - - - - - - - -
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CLASS MANUAL -
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common.h File Reference
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#include "stdio.h"
-#include "stdlib.h"
-#include "math.h"
-#include "string.h"
-#include "float.h"
-#include "svnversion.h"
-#include <stdarg.h>
-
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- + This graph shows which files directly or indirectly include this file:
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Go to the source code of this file.

- - - - -

-Data Structures

struct  precision
 
- - - - - - - -

-Enumerations

enum  evolver_type
 
enum  pk_def { delta_m_squared, -delta_tot_squared, -delta_bc_squared, -delta_tot_from_poisson_squared - }
 
enum  file_format
 
-

Detailed Description

-

Generic libraries, parameters and functions used in the whole code.

-

Data Structure Documentation

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◆ precision

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struct precision
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-

All precision parameters.

-

Includes integrations steps, flags telling how the computation is to be performed, etc.

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Data Fields
-double -a_ini_over_a_today_default -

default initial value of scale factor in background integration, in units of scale factor today

-
-double -back_integration_stepsize -

default step d tau in background integration, in units of conformal Hubble time ( $ d \tau $ = back_integration_stepsize / aH )

-
-double -tol_background_integration -

parameter controlling precision of background integration

-
-double -tol_initial_Omega_r -

parameter controlling how deep inside radiation domination must the initial time be chosen

-
-double -tol_M_ncdm -

parameter controlling relative precision of ncdm mass for given ncdm current density

-
-double -tol_ncdm_newtonian -

parameter controlling relative precision of integrals over ncdm phase-space distribution during perturbation calculation: value to be applied in Newtonian gauge

-
-double -tol_ncdm_synchronous -

parameter controlling relative precision of integrals over ncdm phase-space distribution during perturbation calculation: value to be applied in synchronous gauge

-
-double -tol_ncdm -

parameter controlling relative precision of integrals over ncdm phase-space distribution during perturbation calculation: value actually applied in chosen gauge

-
-double -tol_ncdm_bg -

parameter controlling relative precision of integrals over ncdm phase-space distribution during background evolution

-
-double -tol_ncdm_initial_w -

parameter controlling how relativistic must non-cold relics be at initial time

-
-double -safe_phi_scf -

parameter controlling the initial scalar field in background functions

-
-double -tol_tau_eq -

parameter controlling precision with which tau_eq (conformal time at radiation/matter equality) is found (units: Mpc)

-
-double -recfast_z_initial -

initial redshift in recfast

-
-int -recfast_Nz0 -

number of integration steps

-
-double -tol_thermo_integration -

precision of each integration step

-
-int -recfast_Heswitch -

recfast 1.4 parameter

-
-double -recfast_fudge_He -

recfast 1.4 parameter

-
-int -recfast_Hswitch -

recfast 1.5 switching parameter

-
-double -recfast_fudge_H -

H fudge factor when recfast_Hswitch set to false (v1.4 fudging)

-
-double -recfast_delta_fudge_H -

correction to H fudge factor in v1.5

-
-double -recfast_AGauss1 -

Amplitude of 1st Gaussian

-
-double -recfast_AGauss2 -

Amplitude of 2nd Gaussian

-
-double -recfast_zGauss1 -

ln(1+z) of 1st Gaussian

-
-double -recfast_zGauss2 -

ln(1+z) of 2nd Gaussian

-
-double -recfast_wGauss1 -

Width of 1st Gaussian

-
-double -recfast_wGauss2 -

Width of 2nd Gaussian

-
-double -recfast_z_He_1 -

down to which redshift Helium fully ionized

-
-double -recfast_delta_z_He_1 -

z range over which transition is smoothed

-
-double -recfast_z_He_2 -

down to which redshift first Helium recombination not complete

-
-double -recfast_delta_z_He_2 -

z range over which transition is smoothed

-
-double -recfast_z_He_3 -

down to which redshift Helium singly ionized

-
-double -recfast_delta_z_He_3 -

z range over which transition is smoothed

-
-double -recfast_x_He0_trigger -

value below which recfast uses the full equation for Helium

-
-double -recfast_x_He0_trigger2 -

a second threshold used in derivative routine

-
-double -recfast_x_He0_trigger_delta -

x_He range over which transition is smoothed

-
-double -recfast_x_H0_trigger -

value below which recfast uses the full equation for Hydrogen

-
-double -recfast_x_H0_trigger2 -

a second threshold used in derivative routine

-
-double -recfast_x_H0_trigger_delta -

x_H range over which transition is smoothed

-
-double -recfast_H_frac -

governs time at which full equation of evolution for Tmat is used

-
-double -reionization_z_start_max -

maximum redshift at which reionization should start. If not, return an error.

-
-double -reionization_sampling -

control stepsize in z during reionization

-
-double -reionization_optical_depth_tol -

fractional error on optical_depth

-
-double -reionization_start_factor -

parameter for CAMB-like parametrization

-
-int -thermo_rate_smoothing_radius -

plays a minor (almost aesthetic) role in the definition of the variation rate of thermodynamical quantities

-
-enum evolver_type -evolver -

which type of evolver for integrating perturbations (Runge-Kutta? Stiff?...)

-
-double -k_min_tau0 -

number defining k_min for the computation of Cl's and P(k)'s (dimensionless): (k_min tau_0), usually chosen much smaller than one

-
-double -k_max_tau0_over_l_max -

number defining k_max for the computation of Cl's (dimensionless): (k_max tau_0)/l_max, usually chosen around two

-
-double -k_step_sub -

step in k space, in units of one period of acoustic oscillation at decoupling, for scales inside sound horizon at decoupling

-
-double -k_step_super -

step in k space, in units of one period of acoustic oscillation at decoupling, for scales above sound horizon at decoupling

-
-double -k_step_transition -

dimensionless number regulating the transition from 'sub' steps to 'super' steps. Decrease for more precision.

-
-double -k_step_super_reduction -

the step k_step_super is reduced by this amount in the k–>0 limit (below scale of Hubble and/or curvature radius)

-
-double -k_per_decade_for_pk -

if values needed between kmax inferred from k_oscillations and k_kmax_for_pk, this gives the number of k per decade outside the BAO region

-
-double -k_per_decade_for_bao -

if values needed between kmax inferred from k_oscillations and k_kmax_for_pk, this gives the number of k per decade inside the BAO region (for finer sampling)

-
-double -k_bao_center -

in ln(k) space, the central value of the BAO region where sampling is finer is defined as k_rec times this number (recommended: 3, i.e. finest sampling near 3rd BAO peak)

-
-double -k_bao_width -

in ln(k) space, width of the BAO region where sampling is finer: this number gives roughly the number of BAO oscillations well resolved on both sides of the central value (recommended: 4, i.e. finest sampling from before first up to 3+4=7th peak)

-
-double -start_small_k_at_tau_c_over_tau_h -

largest wavelengths start being sampled when universe is sufficiently opaque. This is quantified in terms of the ratio of thermo to hubble time scales, $ \tau_c/\tau_H $. Start when start_largek_at_tau_c_over_tau_h equals this ratio. Decrease this value to start integrating the wavenumbers earlier in time.

-
-double -start_large_k_at_tau_h_over_tau_k -

largest wavelengths start being sampled when mode is sufficiently outside Hubble scale. This is quantified in terms of the ratio of hubble time scale to wavenumber time scale, $ \tau_h/\tau_k $ which is roughly equal to (k*tau). Start when this ratio equals start_large_k_at_tau_k_over_tau_h. Decrease this value to start integrating the wavenumbers earlier in time.

-
-double -tight_coupling_trigger_tau_c_over_tau_h -

when to switch off tight-coupling approximation: first condition: $ \tau_c/\tau_H $ > tight_coupling_trigger_tau_c_over_tau_h. Decrease this value to switch off earlier in time. If this number is larger than start_sources_at_tau_c_over_tau_h, the code returns an error, because the source computation requires tight-coupling to be switched off.

-
-double -tight_coupling_trigger_tau_c_over_tau_k -

when to switch off tight-coupling approximation: second condition: $ \tau_c/\tau_k \equiv k \tau_c $ < tight_coupling_trigger_tau_c_over_tau_k. Decrease this value to switch off earlier in time.

-
-double -start_sources_at_tau_c_over_tau_h -

sources start being sampled when universe is sufficiently opaque. This is quantified in terms of the ratio of thermo to hubble time scales, $ \tau_c/\tau_H $. Start when start_sources_at_tau_c_over_tau_h equals this ratio. Decrease this value to start sampling the sources earlier in time.

-
-int -tight_coupling_approximation -

method for tight coupling approximation

-
-int -l_max_g -

number of momenta in Boltzmann hierarchy for photon temperature (scalar), at least 4

-
-int -l_max_pol_g -

number of momenta in Boltzmann hierarchy for photon polarization (scalar), at least 4

-
-int -l_max_dr -

number of momenta in Boltzmann hierarchy for decay radiation, at least 4

-
-int -l_max_ur -

number of momenta in Boltzmann hierarchy for relativistic neutrino/relics (scalar), at least 4

-
-int -l_max_ncdm -

number of momenta in Boltzmann hierarchy for relativistic neutrino/relics (scalar), at least 4

-
-int -l_max_g_ten -

number of momenta in Boltzmann hierarchy for photon temperature (tensor), at least 4

-
-int -l_max_pol_g_ten -

number of momenta in Boltzmann hierarchy for photon polarization (tensor), at least 4

-
-double -curvature_ini -

initial condition for curvature for adiabatic

-
-double -entropy_ini -

initial condition for entropy perturbation for isocurvature

-
-double -gw_ini -

initial condition for tensor metric perturbation h

-
-double -perturb_integration_stepsize -

default step $ d \tau $ in perturbation integration, in units of the timescale involved in the equations (usually, the min of $ 1/k $, $ 1/aH $, $ 1/\dot{\kappa} $)

-
-double -perturb_sampling_stepsize -

default step $ d \tau $ for sampling the source function, in units of the timescale involved in the sources: $ (\dot{\kappa}- \ddot{\kappa}/\dot{\kappa})^{-1} $

-
-double -tol_perturb_integration -

control parameter for the precision of the perturbation integration

-
-double -tol_tau_approx -

precision with which the code should determine (by bisection) the times at which sources start being sampled, and at which approximations must be switched on/off (units of Mpc)

-
-int -radiation_streaming_approximation -

method for switching off photon perturbations

-
-double -radiation_streaming_trigger_tau_over_tau_k -

when to switch off photon perturbations, ie when to switch on photon free-streaming approximation (keep density and thtau, set shear and higher momenta to zero): first condition: $ k \tau $ > radiation_streaming_trigger_tau_h_over_tau_k

-
-double -radiation_streaming_trigger_tau_c_over_tau -

when to switch off photon perturbations, ie when to switch on photon free-streaming approximation (keep density and theta, set shear and higher momenta to zero): second condition:

-
-int -ur_fluid_approximation -

method for ultra relativistic fluid approximation

-
-double -ur_fluid_trigger_tau_over_tau_k -

when to switch off ur (massless neutrinos / ultra-relativistic relics) fluid approximation

-
-int -ncdm_fluid_approximation -

method for non-cold dark matter fluid approximation

-
-double -ncdm_fluid_trigger_tau_over_tau_k -

when to switch off ncdm (massive neutrinos / non-cold relics) fluid approximation

-
-double -neglect_CMB_sources_below_visibility -

whether CMB source functions can be approximated as zero when visibility function g(tau) is tiny

-
-double -k_per_decade_primordial -

logarithmic sampling for primordial spectra (number of points per decade in k space)

-
-double -primordial_inflation_ratio_min -

for each k, start following wavenumber when aH = k/primordial_inflation_ratio_min

-
-double -primordial_inflation_ratio_max -

for each k, stop following wavenumber, at the latest, when aH = k/primordial_inflation_ratio_max

-
-int -primordial_inflation_phi_ini_maxit -

maximum number of iteration when searching a suitable initial field value phi_ini (value reached when no long-enough slow-roll period before the pivot scale)

-
-double -primordial_inflation_pt_stepsize -

controls the integration timestep for inflaton perturbations

-
-double -primordial_inflation_bg_stepsize -

controls the integration timestep for inflaton background

-
-double -primordial_inflation_tol_integration -

controls the precision of the ODE integration during inflation

-
-double -primordial_inflation_attractor_precision_pivot -

targeted precision when searching attractor solution near phi_pivot

-
-double -primordial_inflation_attractor_precision_initial -

targeted precision when searching attractor solution near phi_ini

-
-int -primordial_inflation_attractor_maxit -

maximum number of iteration when searching attractor solution

-
-double -primordial_inflation_tol_curvature -

for each k, stop following wavenumber, at the latest, when curvature perturbation R is stable up to to this tolerance

-
-double -primordial_inflation_aH_ini_target -

control the step size in the search for a suitable initial field value

-
-double -primordial_inflation_end_dphi -

first bracketing width, when trying to bracket the value phi_end at which inflation ends naturally

-
-double -primordial_inflation_end_logstep -

logarithmic step for updating the bracketing width, when trying to bracket the value phi_end at which inflation ends naturally

-
-double -primordial_inflation_small_epsilon -

value of slow-roll parameter epsilon used to define a field value phi_end close to the end of inflation (doesn't need to be exactly at the end): epsilon(phi_end)=small_epsilon (should be smaller than one)

-
-double -primordial_inflation_small_epsilon_tol -

tolerance in the search for phi_end

-
-double -primordial_inflation_extra_efolds -

a small number of efolds, irrelevant at the end, used in the search for the pivot scale (backward from the end of inflation)

-
-int -l_linstep -

factor for logarithmic spacing of values of l over which bessel and transfer functions are sampled

-
-double -l_logstep -

maximum spacing of values of l over which Bessel and transfer functions are sampled (so, spacing becomes linear instead of logarithmic at some point)

-
-double -hyper_x_min -

flat case: lower bound on the smallest value of x at which we sample $ \Phi_l^{\nu}(x)$ or $ j_l(x)$

-
-double -hyper_sampling_flat -

flat case: number of sampled points x per approximate wavelength $ 2\pi $

-
-double -hyper_sampling_curved_low_nu -

open/closed cases: number of sampled points x per approximate wavelength $ 2\pi/\nu$, when $ \nu $ smaller than hyper_nu_sampling_step

-
-double -hyper_sampling_curved_high_nu -

open/closed cases: number of sampled points x per approximate wavelength $ 2\pi/\nu$, when $ \nu $ greater than hyper_nu_sampling_step

-
-double -hyper_nu_sampling_step -

open/closed cases: value of nu at which sampling changes

-
-double -hyper_phi_min_abs -

small value of Bessel function used in calculation of first point x ( $ \Phi_l^{\nu}(x) $ equals hyper_phi_min_abs)

-
-double -hyper_x_tol -

tolerance parameter used to determine first value of x

-
-double -hyper_flat_approximation_nu -

value of nu below which the flat approximation is used to compute Bessel function

-
-double -q_linstep -

asymptotic linear sampling step in q space, in units of $ 2\pi/r_a(\tau_rec) $ (comoving angular diameter distance to recombination)

-
-double -q_logstep_spline -

initial logarithmic sampling step in q space, in units of $ 2\pi/r_a(\tau_{rec})$ (comoving angular diameter distance to recombination)

-
-double -q_logstep_open -

in open models, the value of q_logstep_spline must be decreased according to curvature. Increasing this number will make the calculation more accurate for large positive Omega_k

-
-double -q_logstep_trapzd -

initial logarithmic sampling step in q space, in units of $ 2\pi/r_a(\tau_{rec}) $ (comoving angular diameter distance to recombination), in the case of small q's in the closed case, for which one must used trapezoidal integration instead of spline (the number of q's for which this is the case decreases with curvature and vanishes in the flat limit)

-
-double -q_numstep_transition -

number of steps for the transition from q_logstep_trapzd steps to q_logstep_spline steps (transition must be smooth for spline)

-
-double -transfer_neglect_delta_k_S_t0 -

for temperature source function T0 of scalar mode, range of k values (in 1/Mpc) taken into account in transfer function: for l < (k-delta_k)*tau0, ie for k > (l/tau0 + delta_k), the transfer function is set to zero

-
-double -transfer_neglect_delta_k_S_t1 -

same for temperature source function T1 of scalar mode

-
-double -transfer_neglect_delta_k_S_t2 -

same for temperature source function T2 of scalar mode

-
-double -transfer_neglect_delta_k_S_e -

same for polarization source function E of scalar mode

-
-double -transfer_neglect_delta_k_V_t1 -

same for temperature source function T1 of vector mode

-
-double -transfer_neglect_delta_k_V_t2 -

same for temperature source function T2 of vector mode

-
-double -transfer_neglect_delta_k_V_e -

same for polarization source function E of vector mode

-
-double -transfer_neglect_delta_k_V_b -

same for polarization source function B of vector mode

-
-double -transfer_neglect_delta_k_T_t2 -

same for temperature source function T2 of tensor mode

-
-double -transfer_neglect_delta_k_T_e -

same for polarization source function E of tensor mode

-
-double -transfer_neglect_delta_k_T_b -

same for polarization source function B of tensor mode

-
-double -transfer_neglect_late_source -

value of l below which the CMB source functions can be neglected at late time, excepted when there is a Late ISW contribution

-
-double -l_switch_limber -

when to use the Limber approximation for project gravitational potential cl's

-
-double -l_switch_limber_for_nc_local_over_z -

when to use the Limber approximation for local number count contributions to cl's (relative to central redshift of each bin)

-
-double -l_switch_limber_for_nc_los_over_z -

when to use the Limber approximation for number count contributions to cl's integrated along the line-of-sight (relative to central redshift of each bin)

-
-double -selection_cut_at_sigma -

in sigma units, where to cut gaussian selection functions

-
-double -selection_sampling -

controls sampling of integral over time when selection functions vary quicker than Bessel functions. Increase for better sampling.

-
-double -selection_sampling_bessel -

controls sampling of integral over time when selection functions vary slower than Bessel functions. Increase for better sampling

-
-double -selection_sampling_bessel_los -

controls sampling of integral over time when selection functions vary slower than Bessel functions. This parameter is specific to number counts contributions to Cl integrated along the line of sight. Increase for better sampling

-
-double -selection_tophat_edge -

controls how smooth are the edge of top-hat window function (<<1 for very sharp, 0.1 for sharp)

-
-double -halofit_min_k_nonlinear -

parameters relevant for HALOFIT computation value of k in 1/Mpc below which non-linear corrections will be neglected

-
-double -halofit_min_k_max -

when halofit is used, k_max must be at least equal to this value (otherwise halofit could not find the scale of non-linearity). Calculations are done internally until this k_max, but the output is still controlled by P_k_max_1/Mpc or P_k_max_h/Mpc even if they are smaller

-
-double -halofit_k_per_decade -

halofit needs to evalute integrals (linear power spectrum times some kernels). They are sampled using this logarithmic step size.

-
-double -halofit_sigma_precision -

a smaller value will lead to a more precise halofit result at the highest redshift at which halofit can make computations, at the expense of requiring a larger k_max; but this parameter is not relevant for the precision on P_nl(k,z) at other redshifts, so there is normally no need to change it

-
-double -halofit_tol_sigma -

tolerance required on sigma(R) when matching the condition sigma(R_nl)=1, whcih defines the wavenumber of non-linearity, k_nl=1./R_nl

-
-double -pk_eq_z_max -

Maximum z until which the Pk_equal method of 0810.0190 and 1601.07230 is used

-
-double -pk_eq_tol -

tolerance for finding the equivalent models of the pk_equal method

-
-int -accurate_lensing -

switch between Gauss-Legendre quadrature integration and simple quadrature on a subdomain of angles

-
-int -num_mu_minus_lmax -

difference between num_mu and l_max, increase for more precision

-
-int -delta_l_max -

difference between l_max in unlensed and lensed spectra

-
-double -tol_gauss_legendre -

tolerance with which quadrature points are found: must be very small for an accurate integration (if not entered manually, set automatically to match machine precision)

-
-double -smallest_allowed_variation -

machine-dependent, assigned automatically by the code

-
-ErrorMsg -error_message -

zone for writing error messages

-
- -
-
-

Enumeration Type Documentation

- -

◆ evolver_type

- -
-
- - - - -
enum evolver_type
-
-

parameters related to the precision of the code and to the method of calculation list of evolver types for integrating perturbations over time

- -
-
- -

◆ pk_def

- -
-
- - - - -
enum pk_def
-
-

List of ways in which matter power spectrum P(k) can be defined. The standard definition is the first one (delta_m_squared) but alternative definitions can be useful in some projects.

- - - - - -
Enumerator
delta_m_squared 

normal definition (delta_m includes all non-relativistic species at late times)

-
delta_tot_squared 

delta_tot includes all species contributions to (delta rho), and only non-relativistic contributions to rho

-
delta_bc_squared 

delta_bc includes contribution of baryons and cdm only to (delta rho) and to rho

-
delta_tot_from_poisson_squared 

use delta_tot inferred from gravitational potential through Poisson equation

-
- -
-
- -

◆ file_format

- -
-
- - - - -
enum file_format
-
-

Different ways to present output files

- -
-
-
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- - - - - - -CLASS MANUAL: common.h Source File - - - - - - - - - - - - - - -
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CLASS MANUAL -
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common.h
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1 
3 #include "stdio.h"
4 #include "stdlib.h"
5 #include "math.h"
6 #include "string.h"
7 #include "float.h"
8 #include "svnversion.h"
9 #include <stdarg.h>
10 
11 #ifdef _OPENMP
12 #include "omp.h"
13 #endif
14 
15 #ifndef __COMMON__
16 #define __COMMON__
17 
18 #define _VERSION_ "v2.7.1"
19 /* @cond INCLUDE_WITH_DOXYGEN */
20 
21 #define _TRUE_ 1
22 #define _FALSE_ 0
24 #define _SUCCESS_ 0
25 #define _FAILURE_ 1
27 #define _ERRORMSGSIZE_ 2048
28 typedef char ErrorMsg[_ERRORMSGSIZE_];
30 #define _FILENAMESIZE_ 256
31 typedef char FileName[_FILENAMESIZE_];
32 
33 #define _PI_ 3.1415926535897932384626433832795e0
35 #define _PIHALF_ 1.57079632679489661923132169164e0
37 #define _TWOPI_ 6.283185307179586476925286766559e0
39 #define _SQRT2_ 1.41421356237309504880168872421e0
41 #define _SQRT6_ 2.4494897427831780981972840747059e0
43 #define _SQRT_PI_ 1.77245385090551602729816748334e0
45 #define _MAX_IT_ 10000
47 #define _QUADRATURE_MAX_ 250
49 #define _QUADRATURE_MAX_BG_ 800
51 #define _TOLVAR_ 100.
53 #define _HUGE_ 1.e99
54 
55 #define _OUTPUTPRECISION_ 12
57 #define _COLUMNWIDTH_ 24
59 #define _MAXTITLESTRINGLENGTH_ 8000
61 #define _DELIMITER_ "\t"
65 #ifndef __CLASSDIR__
66 #define __CLASSDIR__ "."
67 #endif
68 
69 #define MIN(a,b) (((a)<(b)) ? (a) : (b) )
70 #define MAX(a,b) (((a)<(b)) ? (b) : (a) )
71 #define SIGN(a) (((a)>0) ? 1. : -1. )
72 #define NRSIGN(a,b) ((b) >= 0.0 ? fabs(a) : -fabs(a))
73 #define index_symmetric_matrix(i1,i2,N) (((i1)<=(i2)) ? (i2+N*i1-(i1*(i1+1))/2) : (i1+N*i2-(i2*(i2+1))/2))
74 /* @endcond */
75 // needed because of weird openmp bug on macosx lion...
76 void class_protect_sprintf(char* dest, char* tpl,...);
77 void class_protect_fprintf(FILE* dest, char* tpl,...);
78 void* class_protect_memcpy(void* dest, void* from, size_t sz);
79 
80 int get_number_of_titles(char * titlestring);
81 
82 #define class_build_error_string(dest,tmpl,...) { \
83  ErrorMsg FMsg; \
84  class_protect_sprintf(FMsg,tmpl,__VA_ARGS__); \
85  class_protect_sprintf(dest,"%s(L:%d) :%s",__func__,__LINE__,FMsg); \
86 }
87 
88 // Error reporting macros
89 
90 // Call
91 #define class_call_message(err_out,extra,err_mess) \
92  class_build_error_string(err_out,"error in %s;\n=>%s",extra,err_mess);
93 
94 /* macro for calling function and returning error if it failed */
95 #define class_call_except(function, error_message_from_function, error_message_output,list_of_commands) { \
96  if (function == _FAILURE_) { \
97  class_call_message(error_message_output,#function,error_message_from_function); \
98  list_of_commands; \
99  return _FAILURE_; \
100  } \
101 }
102 
103 /* macro for trying to call function */
104 #define class_call_try(function, error_message_from_function, error_message_output,list_of_commands) { \
105  if (function == _FAILURE_) { \
106  class_call_message(error_message_output,#function,error_message_from_function); \
107  list_of_commands; \
108  } \
109 }
110 
111 /* macro for calling function and returning error if it failed */
112 #define class_call(function, error_message_from_function, error_message_output) \
113  class_call_except(function, error_message_from_function,error_message_output,)
114 
115 /* same in parallel region */
116 #define class_call_parallel(function, error_message_from_function, error_message_output) { \
117  if (abort == _FALSE_) { \
118  if (function == _FAILURE_) { \
119  class_call_message(error_message_output,#function,error_message_from_function); \
120  abort=_TRUE_; \
121  } \
122  } \
123 }
124 
125 
126 
127 
128 // Alloc
129 #define class_alloc_message(err_out,extra,sz) \
130  class_build_error_string(err_out,"could not allocate %s with size %d",extra,sz);
131 
132 /* macro for allocating memory and returning error if it failed */
133 #define class_alloc(pointer, size, error_message_output) { \
134  pointer=malloc(size); \
135  if (pointer == NULL) { \
136  int size_int; \
137  size_int = size; \
138  class_alloc_message(error_message_output,#pointer, size_int); \
139  return _FAILURE_; \
140  } \
141 }
142 
143 /* same inside parallel structure */
144 #define class_alloc_parallel(pointer, size, error_message_output) { \
145  pointer=NULL; \
146  if (abort == _FALSE_) { \
147  pointer=malloc(size); \
148  if (pointer == NULL) { \
149  int size_int; \
150  size_int = size; \
151  class_alloc_message(error_message_output,#pointer, size_int); \
152  abort=_TRUE_; \
153  } \
154  } \
155 }
156 
157 /* macro for allocating memory, initializing it with zeros/ and returning error if it failed */
158 #define class_calloc(pointer, init,size, error_message_output) { \
159  pointer=calloc(init,size); \
160  if (pointer == NULL) { \
161  int size_int; \
162  size_int = size; \
163  class_alloc_message(error_message_output,#pointer, size_int); \
164  return _FAILURE_; \
165  } \
166 }
167 
168 /* macro for re-allocating memory, returning error if it failed */
169 #define class_realloc(pointer, newname, size, error_message_output) { \
170  pointer=realloc(newname,size); \
171  if (pointer == NULL) { \
172  int size_int; \
173  size_int = size; \
174  class_alloc_message(error_message_output,#pointer, size_int); \
175  return _FAILURE_; \
176  } \
177 }
178 
179 // Testing
180 
181 #define class_test_message(err_out,extra,args...) { \
182  ErrorMsg Optional_arguments; \
183  class_protect_sprintf(Optional_arguments,args); \
184  class_build_error_string(err_out,"condition (%s) is true; %s",extra,Optional_arguments); \
185 }
186 
187 /* macro for testing condition and returning error if condition is true;
188  args is a variable list of optional arguments, e.g.: args="x=%d",x
189  args cannot be empty, if there is nothing to pass use args="" */
190 #define class_test_except(condition, error_message_output,list_of_commands, args...) { \
191  if (condition) { \
192  class_test_message(error_message_output,#condition, args); \
193  list_of_commands; \
194  return _FAILURE_; \
195  } \
196 }
197 
198 #define class_test(condition, error_message_output, args...) { \
199  if (condition) { \
200  class_test_message(error_message_output,#condition, args); \
201  return _FAILURE_; \
202  } \
203 }
204 
205 #define class_test_parallel(condition, error_message_output, args...) { \
206  if (abort == _FALSE_) { \
207  if (condition) { \
208  class_test_message(error_message_output,#condition, args); \
209  abort=_TRUE_; \
210  } \
211  } \
212 }
213 
214 /* macro for returning error message;
215  args is a variable list of optional arguments, e.g.: args="x=%d",x
216  args cannot be empty, if there is nothing to pass use args="" */
217 #define class_stop(error_message_output,args...) { \
218  ErrorMsg Optional_arguments; \
219  class_protect_sprintf(Optional_arguments,args); \
220  class_build_error_string(error_message_output,"error; %s",Optional_arguments); \
221  return _FAILURE_; \
222 }
223 
224 // IO
225 /* macro for opening file and returning error if it failed */
226 #define class_open(pointer, filename, mode, error_output) { \
227  pointer=fopen(filename,mode); \
228  if (pointer == NULL) { \
229  class_build_error_string(error_output,"could not open %s with name %s and mode %s",#pointer,filename,#mode); \
230  return _FAILURE_; \
231  } \
232 }
233 
234 /* macro for defining indices (usually one, sometimes a block) */
235 #define class_define_index(index, \
236  condition, \
237  running_index, \
238  number_of_indices) { \
239  if (condition) { \
240  index = running_index; \
241  running_index += number_of_indices; \
242  } \
243  }
244 
245 /* macros for writing formatted output */
246 #define class_fprintf_double(file, \
247  output, \
248  condition){ \
249  if (condition == _TRUE_) \
250  fprintf(file,"%*.*e ",_COLUMNWIDTH_,_OUTPUTPRECISION_,output); \
251  }
252 
253 #define class_fprintf_double_or_default(file, \
254  output, \
255  condition, \
256  defaultvalue){ \
257  if (condition == _TRUE_) \
258  fprintf(file,"%*.*e ",_COLUMNWIDTH_,_OUTPUTPRECISION_,output); \
259  else \
260  fprintf(file,"%*.*e ",_COLUMNWIDTH_,_OUTPUTPRECISION_,defaultvalue); \
261 }
262 
263 #define class_fprintf_int(file, \
264  output, \
265  condition){ \
266  if (condition == _TRUE_) \
267  fprintf(file,"%*d%*s ", \
268  MAX(0,_COLUMNWIDTH_-_OUTPUTPRECISION_-5), \
269  output, _OUTPUTPRECISION_+5," "); \
270  }
271 
272 #define class_fprintf_columntitle(file, \
273  title, \
274  condition, \
275  colnum){ \
276  if (condition == _TRUE_) \
277  fprintf(file,"%*s%2d:%-*s ", \
278  MAX(0,MIN(_COLUMNWIDTH_-_OUTPUTPRECISION_-6-3,_COLUMNWIDTH_-((int) strlen(title))-3)), \
279  "",colnum++,_OUTPUTPRECISION_+6,title); \
280  }
281 
282 #define class_store_columntitle(titlestring, \
283  title, \
284  condition){ \
285  if (condition == _TRUE_){ \
286  strcat(titlestring,title); \
287  strcat(titlestring,_DELIMITER_); \
288  } \
289  }
290 //,_MAXTITLESTRINGLENGTH_-strlen(titlestring)-1);
291 
292 #define class_store_double(storage, \
293  value, \
294  condition, \
295  dataindex){ \
296  if (condition == _TRUE_) \
297  storage[dataindex++] = value; \
298  }
299 
300 #define class_store_double_or_default(storage, \
301  value, \
302  condition, \
303  dataindex, \
304  defaultvalue){ \
305  if (condition == _TRUE_) \
306  storage[dataindex++] = value; \
307  else \
308  storage[dataindex++] = defaultvalue; \
309 }
310 
317  rk, /* Runge-Kutta integrator */
318  ndf15 /* stiff integrator */
319 };
320 
327 enum pk_def {
332 };
337 enum file_format {class_format,camb_format};
338 
345 struct precision
346 {
347 
350 
356 
362 
367 
368 
374 
379  double tol_M_ncdm;
380 
387 
394 
400  double tol_ncdm;
401 
406  double tol_ncdm_bg;
407 
413 
417  double safe_phi_scf;
418 
423  double tol_tau_eq;
424 
426 
430 
431  /* - for bbn */
432 /* @cond INCLUDE_WITH_DOXYGEN */
433  FileName sBBN_file;
434 /* @endcond */
435  /* - for recombination */
436 
437  /* initial and final redshifts in recfast */
438 
441  /* parameters governing precision of integration */
442 
446  /* He fudge parameters from recfast 1.4 */
447 
451  /* H fudge parameters from recfast 1.5 (Gaussian fits for extra H physics by Adam Moss) */
452 
463  /* triggers for switching approximations; ranges for doing it smoothly */
464 
465  double recfast_z_He_1;
468  double recfast_z_He_2;
471  double recfast_z_He_3;
482  double recfast_H_frac;
483 /* @cond INCLUDE_WITH_DOXYGEN */
484  FileName hyrec_Alpha_inf_file;
485  FileName hyrec_R_inf_file;
486  FileName hyrec_two_photon_tables_file;
487 /* @endcond */
488  /* - for reionization */
489 
495  /* - general */
496 
500 
504 
507  double k_min_tau0;
511  double k_step_sub;
512  double k_step_super;
520  double k_bao_center;
522  double k_bao_width;
537 
545 
550  int l_max_g;
552  int l_max_dr;
553  int l_max_ur;
558  double curvature_ini;
559  double entropy_ini;
560  double gw_ini;
566 
571 
576 
583 
588 
596 
604 
612 
620 
626 
628 
632 
653 
657 
658  int l_linstep;
660  double l_logstep;
662  /* parameters relevant for bessel functions */
663  double hyper_x_min;
669  double hyper_x_tol;
672  /* parameters relevant for transfer function */
673 
674  double q_linstep;
684  double q_logstep_open;
723 
726 
729 
732 
735 
738 
741 
744 
746 
750 
783  double pk_eq_z_max;
785  double pk_eq_tol;
788 
792 
798 
802 
806 
810 
811  ErrorMsg error_message;
814 
815 };
816 
817 
818 
819 #endif
double k_step_sub
Definition: common.h:511
-
double reionization_sampling
Definition: common.h:491
-
double start_large_k_at_tau_h_over_tau_k
Definition: common.h:526
-
double start_small_k_at_tau_c_over_tau_h
Definition: common.h:524
-
double recfast_x_H0_trigger2
Definition: common.h:479
-
double tol_gauss_legendre
Definition: common.h:796
-
double radiation_streaming_trigger_tau_c_over_tau
Definition: common.h:603
-
double transfer_neglect_delta_k_V_t2
Definition: common.h:712
-
double ncdm_fluid_trigger_tau_over_tau_k
Definition: common.h:619
-
double transfer_neglect_delta_k_S_t2
Definition: common.h:709
-
double tol_tau_approx
Definition: common.h:582
-
Definition: common.h:330
-
double perturb_sampling_stepsize
Definition: common.h:570
-
double recfast_wGauss2
Definition: common.h:461
-
int l_max_g
Definition: common.h:550
-
double hyper_sampling_flat
Definition: common.h:664
-
double hyper_x_tol
Definition: common.h:669
-
double recfast_delta_z_He_1
Definition: common.h:466
-
double tol_thermo_integration
Definition: common.h:444
-
double neglect_CMB_sources_below_visibility
Definition: common.h:625
-
double halofit_min_k_max
Definition: common.h:756
-
double recfast_x_He0_trigger_delta
Definition: common.h:476
-
double primordial_inflation_attractor_precision_initial
Definition: common.h:642
-
enum evolver_type evolver
Definition: common.h:505
-
double tol_perturb_integration
Definition: common.h:575
-
double recfast_AGauss1
Definition: common.h:456
-
double recfast_x_H0_trigger_delta
Definition: common.h:480
-
double q_logstep_spline
Definition: common.h:679
-
int delta_l_max
Definition: common.h:795
-
int thermo_rate_smoothing_radius
Definition: common.h:497
-
double transfer_neglect_delta_k_S_t0
Definition: common.h:707
-
double gw_ini
Definition: common.h:560
-
int radiation_streaming_approximation
Definition: common.h:587
-
double tol_ncdm_initial_w
Definition: common.h:412
-
double halofit_min_k_nonlinear
Definition: common.h:753
-
double primordial_inflation_bg_stepsize
Definition: common.h:639
-
double recfast_x_H0_trigger
Definition: common.h:478
-
double hyper_nu_sampling_step
Definition: common.h:667
-
double recfast_delta_z_He_3
Definition: common.h:472
-
double l_switch_limber_for_nc_local_over_z
Definition: common.h:725
-
int recfast_Nz0
Definition: common.h:443
-
double hyper_x_min
Definition: common.h:663
-
int l_max_dr
Definition: common.h:552
-
double recfast_H_frac
Definition: common.h:482
-
double transfer_neglect_delta_k_S_t1
Definition: common.h:708
-
pk_def
Definition: common.h:327
-
double recfast_z_initial
Definition: common.h:439
-
int primordial_inflation_phi_ini_maxit
Definition: common.h:637
-
double tol_background_integration
Definition: common.h:366
-
double transfer_neglect_delta_k_V_b
Definition: common.h:714
-
double hyper_sampling_curved_low_nu
Definition: common.h:665
-
int recfast_Hswitch
Definition: common.h:453
-
double recfast_z_He_1
Definition: common.h:465
-
int ur_fluid_approximation
Definition: common.h:605
-
int l_max_ncdm
Definition: common.h:554
-
double k_per_decade_primordial
Definition: common.h:633
-
double recfast_delta_z_He_2
Definition: common.h:469
-
double k_per_decade_for_pk
Definition: common.h:516
-
double perturb_integration_stepsize
Definition: common.h:565
-
double start_sources_at_tau_c_over_tau_h
Definition: common.h:546
-
double primordial_inflation_attractor_precision_pivot
Definition: common.h:641
-
double primordial_inflation_aH_ini_target
Definition: common.h:645
-
double k_per_decade_for_bao
Definition: common.h:518
-
double tight_coupling_trigger_tau_c_over_tau_k
Definition: common.h:544
-
double tol_ncdm
Definition: common.h:400
-
double l_logstep
Definition: common.h:660
-
evolver_type
Definition: common.h:316
-
double transfer_neglect_delta_k_V_e
Definition: common.h:713
-
double reionization_start_factor
Definition: common.h:493
-
double recfast_fudge_H
Definition: common.h:454
-
double primordial_inflation_ratio_max
Definition: common.h:636
-
double tight_coupling_trigger_tau_c_over_tau_h
Definition: common.h:536
-
double primordial_inflation_end_dphi
Definition: common.h:646
-
Definition: common.h:329
-
double k_bao_center
Definition: common.h:520
-
double recfast_zGauss2
Definition: common.h:459
-
int num_mu_minus_lmax
Definition: common.h:794
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double halofit_sigma_precision
Definition: common.h:770
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double safe_phi_scf
Definition: common.h:417
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double a_ini_over_a_today_default
Definition: common.h:355
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double transfer_neglect_delta_k_T_e
Definition: common.h:716
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double halofit_tol_sigma
Definition: common.h:778
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double back_integration_stepsize
Definition: common.h:361
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double recfast_wGauss1
Definition: common.h:460
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double tol_tau_eq
Definition: common.h:423
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double recfast_z_He_3
Definition: common.h:471
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int accurate_lensing
Definition: common.h:793
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double q_logstep_open
Definition: common.h:684
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double q_numstep_transition
Definition: common.h:702
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int tight_coupling_approximation
Definition: common.h:548
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double recfast_z_He_2
Definition: common.h:468
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double q_linstep
Definition: common.h:674
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double k_min_tau0
Definition: common.h:507
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double primordial_inflation_extra_efolds
Definition: common.h:650
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double l_switch_limber
Definition: common.h:722
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double reionization_optical_depth_tol
Definition: common.h:492
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double selection_tophat_edge
Definition: common.h:743
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double selection_sampling
Definition: common.h:734
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double l_switch_limber_for_nc_los_over_z
Definition: common.h:728
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double transfer_neglect_delta_k_V_t1
Definition: common.h:711
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double tol_ncdm_newtonian
Definition: common.h:386
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double k_step_super_reduction
Definition: common.h:514
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ErrorMsg error_message
Definition: common.h:811
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double primordial_inflation_small_epsilon
Definition: common.h:648
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double tol_initial_Omega_r
Definition: common.h:373
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double primordial_inflation_pt_stepsize
Definition: common.h:638
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double hyper_flat_approximation_nu
Definition: common.h:670
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double recfast_AGauss2
Definition: common.h:457
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double k_bao_width
Definition: common.h:522
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double primordial_inflation_small_epsilon_tol
Definition: common.h:649
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double transfer_neglect_delta_k_S_e
Definition: common.h:710
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file_format
Definition: common.h:337
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double primordial_inflation_ratio_min
Definition: common.h:635
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double primordial_inflation_tol_curvature
Definition: common.h:644
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double transfer_neglect_late_source
Definition: common.h:719
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double transfer_neglect_delta_k_T_t2
Definition: common.h:715
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double tol_M_ncdm
Definition: common.h:379
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double pk_eq_tol
Definition: common.h:785
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double curvature_ini
Definition: common.h:558
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Definition: common.h:328
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double radiation_streaming_trigger_tau_over_tau_k
Definition: common.h:595
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double k_step_transition
Definition: common.h:513
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int l_max_g_ten
Definition: common.h:555
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double recfast_x_He0_trigger
Definition: common.h:474
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double transfer_neglect_delta_k_T_b
Definition: common.h:717
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Definition: common.h:331
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double tol_ncdm_bg
Definition: common.h:406
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int ncdm_fluid_approximation
Definition: common.h:613
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double recfast_fudge_He
Definition: common.h:449
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double ur_fluid_trigger_tau_over_tau_k
Definition: common.h:611
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int l_max_ur
Definition: common.h:553
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double smallest_allowed_variation
Definition: common.h:803
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double k_step_super
Definition: common.h:512
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Definition: common.h:345
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double selection_sampling_bessel_los
Definition: common.h:740
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double tol_ncdm_synchronous
Definition: common.h:393
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double hyper_sampling_curved_high_nu
Definition: common.h:666
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double q_logstep_trapzd
Definition: common.h:691
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int l_linstep
Definition: common.h:658
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double primordial_inflation_end_logstep
Definition: common.h:647
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double selection_sampling_bessel
Definition: common.h:737
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double hyper_phi_min_abs
Definition: common.h:668
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double entropy_ini
Definition: common.h:559
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double k_max_tau0_over_l_max
Definition: common.h:509
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int l_max_pol_g
Definition: common.h:551
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double halofit_k_per_decade
Definition: common.h:765
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int primordial_inflation_attractor_maxit
Definition: common.h:643
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int l_max_pol_g_ten
Definition: common.h:556
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double selection_cut_at_sigma
Definition: common.h:731
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double recfast_zGauss1
Definition: common.h:458
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double recfast_delta_fudge_H
Definition: common.h:455
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double primordial_inflation_tol_integration
Definition: common.h:640
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double reionization_z_start_max
Definition: common.h:490
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double pk_eq_z_max
Definition: common.h:783
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double recfast_x_He0_trigger2
Definition: common.h:475
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int recfast_Heswitch
Definition: common.h:448
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1 #ifndef __DEI__
2 #define __DEI__
3 
4 #include "common.h"
5 
6 struct generic_integrator_workspace
7 {
8 
9  int n;
10 
11  double * yscal;
12  double * y;
13  double * dydx;
14 
15  double * yerr;
16  double * ytempo;
17 
18  double * ak2;
19  double * ak3;
20  double * ak4;
21  double * ak5;
22  double * ak6;
23  double * ytemp;
24 
25  double stepmin;
26 
30  ErrorMsg error_message;
31 
32 };
33 
34 /**************************************************************/
35 
39 #ifdef __cplusplus
40 extern "C" {
41 #endif
42 
43  int initialize_generic_integrator(
44  int n_dim,
45  struct generic_integrator_workspace * pgi
46  );
47 
48  int cleanup_generic_integrator(struct generic_integrator_workspace * pgi);
49 
50  int generic_integrator(int (*derivs)(double x,
51  double y[],
52  double yprime[],
53  void * parameters_and_workspace,
54  ErrorMsg error_message),
55  double x1,
56  double x2,
57  double ystart[],
58  void * parameters_and_workspace_for_derivs,
59  double eps,
60  double hmin,
61  struct generic_integrator_workspace * pgi);
62 
63  int rkqs(double *x,
64  double htry,
65  double eps,
66  double *hdid,
67  double *hnext,
68  int (*derivs)(double, double [], double [], void *, ErrorMsg),
69  void * parameters_and_workspace_for_derivs,
70  struct generic_integrator_workspace * pgi);
71 
72  int rkck(double x,
73  double h,
74  int (*derivs)(double, double [], double [], void *, ErrorMsg),
75  void * parameters_and_workspace_for_derivs,
76  struct generic_integrator_workspace * pgi);
77 
78 #ifdef __cplusplus
79 }
80 #endif
81 
82 /**************************************************************/
83 
84 #define dsign(a,b) ( (b) > 0. ? (a) : (-(a)) )
85 
86 #define _MAXSTP_ 100000
87 #define _TINY_ 1.0e-30
88 #define _SAFETY_ 0.9
89 #define _PGROW_ -0.2
90 #define _PSHRNK_ -0.25
91 #define _ERRCON_ 1.89e-4
92 
93 #define _RKCK_a2_ 0.2
94 #define _RKCK_a3_ 0.3
95 #define _RKCK_a4_ 0.6
96 #define _RKCK_a5_ 1.0
97 #define _RKCK_a6_ 0.875
98 #define _RKCK_b21_ 0.2
99 #define _RKCK_b31_ 3.0/40.0
100 #define _RKCK_b32_ 9.0/40.0
101 #define _RKCK_b41_ 0.3
102 #define _RKCK_b42_ -0.9
103 #define _RKCK_b43_ 1.2
104 #define _RKCK_b51_ -11.0/54.0
105 #define _RKCK_b52_ 2.5
106 #define _RKCK_b53_ -70.0/27.0
107 #define _RKCK_b54_ 35.0/27.0
108 #define _RKCK_b61_ 1631.0/55296.0
109 #define _RKCK_b62_ 175.0/512.0
110 #define _RKCK_b63_ 575.0/13824.0
111 #define _RKCK_b64_ 44275.0/110592.0
112 #define _RKCK_b65_ 253.0/4096.0
113 #define _RKCK_c1_ 37.0/378.0
114 #define _RKCK_c3_ 250.0/621.0
115 #define _RKCK_c4_ 125.0/594.0
116 #define _RKCK_c6_ 512.0/1771.0
117 #define _RKCK_dc5_ -277.00/14336.0
118 #define _RKCK_dc1_ (37.0/378.0-2825.0/27648.)
119 #define _RKCK_dc3_ (250.0/621.0-18575.0/48384.0)
120 #define _RKCK_dc4_ (125.0/594.0-13525.0/55296.0)
121 #define _RKCK_dc6_ (512.0/1771.0-0.25)
122 
123 #endif
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nonlinear_exp.cnonlinear.h
nonlinear_test.cnonlinear.h
output.coutput.h
perturbations.cperturbations.h
perturbations_conflict-20170310-145052.cperturbations.h
primordial.cprimordial.h
spectra.cspectra.h
thermodynamics.cthermodynamics.h
thermodynamics_conflict-20180618-114821.cthermodynamics.h
transfer.ctransfer.h
transfer_conflict-20170310-120609.ctransfer.h
transfer_work_for_maria.ctransfer.h
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-} - -a.elRef { -} - -a.code, a.code:visited, a.line, a.line:visited { - color: #4665A2; -} - -a.codeRef, a.codeRef:visited, a.lineRef, a.lineRef:visited { - color: #4665A2; -} - -/* @end */ - -dl.el { - margin-left: -1cm; -} - -pre.fragment { - border: 1px solid #C4CFE5; - background-color: #FBFCFD; - padding: 4px 6px; - margin: 4px 8px 4px 2px; - overflow: auto; - word-wrap: break-word; - font-size: 9pt; - line-height: 125%; - font-family: monospace, fixed; - font-size: 105%; -} - -div.fragment { - padding: 0px; - margin: 4px 8px 4px 2px; - background-color: #FAFBFE; - border: 1px solid #B1C9F9; -} - -div.line { - font-family: monospace, fixed; - font-size: 13px; - min-height: 13px; - line-height: 1.0; - text-wrap: unrestricted; - white-space: -moz-pre-wrap; /* Moz */ - white-space: -pre-wrap; /* Opera 4-6 */ - white-space: -o-pre-wrap; /* Opera 7 */ - white-space: pre-wrap; /* CSS3 */ - word-wrap: break-word; /* IE 5.5+ */ - text-indent: -53px; - padding-left: 53px; - padding-bottom: 0px; - margin: 0px; - -webkit-transition-property: background-color, box-shadow; - -webkit-transition-duration: 0.5s; - -moz-transition-property: background-color, box-shadow; - -moz-transition-duration: 0.5s; - -ms-transition-property: background-color, box-shadow; - -ms-transition-duration: 0.5s; - -o-transition-property: background-color, box-shadow; - -o-transition-duration: 0.5s; - transition-property: background-color, box-shadow; - transition-duration: 0.5s; -} - -div.line:after { - content:"\000A"; - white-space: pre; -} - -div.line.glow { - background-color: cyan; - box-shadow: 0 0 10px cyan; -} - - -span.lineno { - padding-right: 4px; - text-align: right; - border-right: 2px solid #0F0; - background-color: #E8E8E8; - white-space: pre; -} -span.lineno a { - background-color: #D8D8D8; -} - -span.lineno a:hover { - background-color: #C8C8C8; -} - -.lineno { - -webkit-touch-callout: none; - -webkit-user-select: none; - -khtml-user-select: none; - -moz-user-select: none; - -ms-user-select: none; - user-select: none; -} - -div.ah, span.ah { - background-color: black; - font-weight: bold; - color: #ffffff; - margin-bottom: 3px; - margin-top: 3px; - padding: 0.2em; - border: solid thin #333; - border-radius: 0.5em; - -webkit-border-radius: .5em; - -moz-border-radius: .5em; - box-shadow: 2px 2px 3px #999; - -webkit-box-shadow: 2px 2px 3px #999; - -moz-box-shadow: rgba(0, 0, 0, 0.15) 2px 2px 2px; - background-image: -webkit-gradient(linear, left top, left bottom, from(#eee), to(#000),color-stop(0.3, #444)); - background-image: -moz-linear-gradient(center top, #eee 0%, #444 40%, #000 110%); -} - -div.classindex ul { - list-style: none; - padding-left: 0; -} - -div.classindex span.ai { - display: inline-block; -} - -div.groupHeader { - margin-left: 16px; - margin-top: 12px; - font-weight: bold; -} - -div.groupText { - margin-left: 16px; - font-style: italic; -} - -body { - background-color: white; - color: black; - margin: 0; -} - -div.contents { - margin-top: 10px; - margin-left: 12px; - margin-right: 8px; -} - -td.indexkey { - background-color: #E5EDFD; - font-weight: bold; - border: 1px solid #B1C9F9; - margin: 2px 0px 2px 0; - padding: 2px 10px; - white-space: nowrap; - vertical-align: top; -} - -td.indexvalue { - background-color: #E5EDFD; - border: 1px solid #B1C9F9; - padding: 2px 10px; - margin: 2px 0px; -} - -tr.memlist { - background-color: #E8EFFD; -} - -p.formulaDsp { - text-align: center; -} - -img.formulaDsp { - -} - -img.formulaInl { - vertical-align: middle; -} - -div.center { - text-align: center; - margin-top: 0px; - margin-bottom: 0px; - padding: 0px; -} - -div.center img { - border: 0px; -} - -address.footer { - text-align: right; - padding-right: 12px; -} - -img.footer { - border: 0px; - vertical-align: middle; -} - -/* @group Code Colorization */ - -span.keyword { - color: #008000 -} - -span.keywordtype { - color: #604020 -} - -span.keywordflow { - color: #e08000 -} - -span.comment { - color: #800000 -} - -span.preprocessor { - color: #806020 -} - -span.stringliteral { - color: #002080 -} - -span.charliteral { - color: #008080 -} - -span.vhdldigit { - color: #ff00ff -} - -span.vhdlchar { - color: #000000 -} - -span.vhdlkeyword { - color: #700070 -} - -span.vhdllogic { - color: #ff0000 -} - -blockquote { - background-color: #F4F7FE; - border-left: 2px solid #7BA4F5; - margin: 0 24px 0 4px; - padding: 0 12px 0 16px; -} - -/* @end */ - -/* -.search { - color: #003399; - font-weight: bold; -} - -form.search { - margin-bottom: 0px; - margin-top: 0px; -} - -input.search { - font-size: 75%; - color: #000080; - font-weight: normal; - background-color: #e8eef2; -} -*/ - -td.tiny { - font-size: 75%; -} - -.dirtab { - padding: 4px; - border-collapse: collapse; - border: 1px solid #85AAF6; -} - -th.dirtab { - background: #E5EDFD; - font-weight: bold; -} - -hr { - height: 0px; - border: none; - border-top: 1px solid #1057E4; -} - -hr.footer { - height: 1px; -} - -/* @group Member Descriptions */ - -table.memberdecls { - border-spacing: 0px; - padding: 0px; -} - -.memberdecls td, .fieldtable tr { - -webkit-transition-property: background-color, box-shadow; - -webkit-transition-duration: 0.5s; - -moz-transition-property: background-color, box-shadow; - -moz-transition-duration: 0.5s; - -ms-transition-property: background-color, box-shadow; - -ms-transition-duration: 0.5s; - -o-transition-property: background-color, box-shadow; - -o-transition-duration: 0.5s; - transition-property: background-color, box-shadow; - transition-duration: 0.5s; -} - -.memberdecls td.glow, .fieldtable tr.glow { - background-color: cyan; - box-shadow: 0 0 15px cyan; -} - -.mdescLeft, .mdescRight, -.memItemLeft, .memItemRight, -.memTemplItemLeft, .memTemplItemRight, .memTemplParams { - background-color: #F7F9FE; - border: none; - margin: 4px; - padding: 1px 0 0 8px; -} - -.mdescLeft, .mdescRight { - padding: 0px 8px 4px 8px; - color: #555; -} - -.memSeparator { - border-bottom: 1px solid #DEE4F0; - line-height: 1px; - margin: 0px; - padding: 0px; -} - -.memItemLeft, .memTemplItemLeft { - white-space: nowrap; -} - -.memItemRight { - width: 100%; -} - -.memTemplParams { - color: #1053D9; - white-space: nowrap; - font-size: 80%; -} - -/* @end */ - -/* @group Member Details */ - -/* Styles for detailed member documentation */ - -.memtitle { - padding: 8px; - border-top: 1px solid #8BAFF6; - border-left: 1px solid #8BAFF6; - border-right: 1px solid #8BAFF6; - border-top-right-radius: 4px; - border-top-left-radius: 4px; - margin-bottom: -1px; - background-image: url('nav_f.png'); - background-repeat: repeat-x; - background-color: #D9E4FC; - line-height: 1.25; - font-weight: 300; - float:left; -} - -.permalink -{ - font-size: 65%; - display: inline-block; - vertical-align: middle; -} - -.memtemplate { - font-size: 80%; - color: #1053D9; - font-weight: normal; - margin-left: 9px; -} - -.memnav { - background-color: #E5EDFD; - border: 1px solid #85AAF6; - text-align: center; - margin: 2px; - margin-right: 15px; - padding: 2px; -} - -.mempage { - width: 100%; -} - -.memitem { - padding: 0; - margin-bottom: 10px; - margin-right: 5px; - -webkit-transition: box-shadow 0.5s linear; - -moz-transition: box-shadow 0.5s linear; - -ms-transition: box-shadow 0.5s linear; - -o-transition: box-shadow 0.5s linear; - transition: box-shadow 0.5s linear; - display: table !important; - width: 100%; -} - -.memitem.glow { - box-shadow: 0 0 15px cyan; -} - -.memname { - font-weight: 400; - margin-left: 6px; -} - -.memname td { - vertical-align: bottom; -} - -.memproto, dl.reflist dt { - border-top: 1px solid #8BAFF6; - border-left: 1px solid #8BAFF6; - border-right: 1px solid #8BAFF6; - padding: 6px 0px 6px 0px; - color: #082B72; - font-weight: bold; - text-shadow: 0px 1px 1px rgba(255, 255, 255, 0.9); - background-color: #D4E1FB; - /* opera specific markup */ - box-shadow: 5px 5px 5px rgba(0, 0, 0, 0.15); - border-top-right-radius: 4px; - /* firefox specific markup */ - -moz-box-shadow: rgba(0, 0, 0, 0.15) 5px 5px 5px; - -moz-border-radius-topright: 4px; - /* webkit specific markup */ - -webkit-box-shadow: 5px 5px 5px rgba(0, 0, 0, 0.15); - -webkit-border-top-right-radius: 4px; - -} - -.overload { - font-family: "courier new",courier,monospace; - font-size: 65%; -} - -.memdoc, dl.reflist dd { - border-bottom: 1px solid #8BAFF6; - border-left: 1px solid #8BAFF6; - border-right: 1px solid #8BAFF6; - padding: 6px 10px 2px 10px; - background-color: #FAFBFE; - border-top-width: 0; - background-image:url('nav_g.png'); - background-repeat:repeat-x; - background-color: #FFFFFF; - /* opera specific markup */ - border-bottom-left-radius: 4px; - border-bottom-right-radius: 4px; - box-shadow: 5px 5px 5px rgba(0, 0, 0, 0.15); - /* firefox specific markup */ - -moz-border-radius-bottomleft: 4px; - -moz-border-radius-bottomright: 4px; - -moz-box-shadow: rgba(0, 0, 0, 0.15) 5px 5px 5px; - /* webkit specific markup */ - -webkit-border-bottom-left-radius: 4px; - -webkit-border-bottom-right-radius: 4px; - -webkit-box-shadow: 5px 5px 5px rgba(0, 0, 0, 0.15); -} - -dl.reflist dt { - padding: 5px; -} - -dl.reflist dd { - margin: 0px 0px 10px 0px; - padding: 5px; -} - -.paramkey { - text-align: right; -} - -.paramtype { - white-space: nowrap; -} - -.paramname { - color: #602020; - white-space: nowrap; -} -.paramname em { - font-style: normal; -} -.paramname code { - line-height: 14px; -} - -.params, .retval, .exception, .tparams { - margin-left: 0px; - padding-left: 0px; -} - -.params .paramname, .retval .paramname { - font-weight: bold; - vertical-align: top; -} - -.params .paramtype { - font-style: italic; - vertical-align: top; -} - -.params .paramdir { - font-family: "courier new",courier,monospace; - vertical-align: top; -} - -table.mlabels { - border-spacing: 0px; -} - -td.mlabels-left { - width: 100%; - padding: 0px; -} - -td.mlabels-right { - vertical-align: bottom; - padding: 0px; - white-space: nowrap; -} - -span.mlabels { - margin-left: 8px; -} - -span.mlabel { - background-color: #437DF1; - border-top:1px solid #1960EE; - border-left:1px solid #1960EE; - border-right:1px solid #B1C9F9; - border-bottom:1px solid #B1C9F9; - text-shadow: none; - color: white; - margin-right: 4px; - padding: 2px 3px; - border-radius: 3px; - font-size: 7pt; - white-space: nowrap; - vertical-align: middle; -} - - - -/* @end */ - -/* these are for tree view inside a (index) page */ - -div.directory { - margin: 10px 0px; - border-top: 1px solid #7BA4F5; - border-bottom: 1px solid #7BA4F5; - width: 100%; -} - -.directory table { - border-collapse:collapse; -} - -.directory td { - margin: 0px; - padding: 0px; - vertical-align: top; -} - -.directory td.entry { - white-space: nowrap; - padding-right: 6px; - padding-top: 3px; -} - -.directory td.entry a { - outline:none; -} - -.directory td.entry a img { - border: none; -} - -.directory td.desc { - width: 100%; - padding-left: 6px; - padding-right: 6px; - padding-top: 3px; - border-left: 1px solid rgba(0,0,0,0.05); -} - -.directory tr.even { - padding-left: 6px; - background-color: #F4F7FE; -} - -.directory img { - vertical-align: -30%; -} - -.directory .levels { - white-space: nowrap; - width: 100%; - text-align: right; - font-size: 9pt; -} - -.directory .levels span { - cursor: pointer; - padding-left: 2px; - padding-right: 2px; - color: #0D47BB; -} - -.arrow { - color: #7BA4F5; - -webkit-user-select: none; - -khtml-user-select: none; - -moz-user-select: none; - -ms-user-select: none; - user-select: none; - cursor: pointer; - font-size: 80%; - display: inline-block; - width: 16px; - height: 22px; -} - -.icon { - font-family: Arial, Helvetica; - font-weight: bold; - font-size: 12px; - height: 14px; - width: 16px; - display: inline-block; - background-color: #437DF1; - color: white; - text-align: center; - border-radius: 4px; - margin-left: 2px; - margin-right: 2px; -} - -.icona { - width: 24px; - height: 22px; - display: inline-block; -} - -.iconfopen { - width: 24px; - height: 18px; - margin-bottom: 4px; - background-image:url('folderopen.png'); - background-position: 0px -4px; - background-repeat: repeat-y; - vertical-align:top; - display: inline-block; -} - -.iconfclosed { - width: 24px; - height: 18px; - margin-bottom: 4px; - background-image:url('folderclosed.png'); - background-position: 0px -4px; - background-repeat: repeat-y; - vertical-align:top; - display: inline-block; -} - -.icondoc { - width: 24px; - height: 18px; - margin-bottom: 4px; - background-image:url('doc.png'); - background-position: 0px -4px; - background-repeat: repeat-y; - vertical-align:top; - display: inline-block; -} - -table.directory { - font: 400 14px Roboto,sans-serif; -} - -/* @end */ - -div.dynheader { - margin-top: 8px; - -webkit-touch-callout: none; - -webkit-user-select: none; - -khtml-user-select: none; - -moz-user-select: none; - -ms-user-select: none; - user-select: none; -} - -address { - font-style: normal; - color: #093283; -} - -table.doxtable caption { - caption-side: top; -} - -table.doxtable { - border-collapse:collapse; - margin-top: 4px; - margin-bottom: 4px; -} - -table.doxtable td, table.doxtable th { - border: 1px solid #0A358B; - padding: 3px 7px 2px; -} - -table.doxtable th { - background-color: #0C41AA; - color: #FFFFFF; - font-size: 110%; - padding-bottom: 4px; - padding-top: 5px; -} - -table.fieldtable { - /*width: 100%;*/ - margin-bottom: 10px; - border: 1px solid #8BAFF6; - border-spacing: 0px; - -moz-border-radius: 4px; - -webkit-border-radius: 4px; - border-radius: 4px; - -moz-box-shadow: rgba(0, 0, 0, 0.15) 2px 2px 2px; - -webkit-box-shadow: 2px 2px 2px rgba(0, 0, 0, 0.15); - box-shadow: 2px 2px 2px rgba(0, 0, 0, 0.15); -} - -.fieldtable td, .fieldtable th { - padding: 3px 7px 2px; -} - -.fieldtable td.fieldtype, .fieldtable td.fieldname { - white-space: nowrap; - border-right: 1px solid #8BAFF6; - border-bottom: 1px solid #8BAFF6; - vertical-align: top; -} - -.fieldtable td.fieldname { - padding-top: 3px; -} - -.fieldtable td.fielddoc { - border-bottom: 1px solid #8BAFF6; - /*width: 100%;*/ -} - -.fieldtable td.fielddoc p:first-child { - margin-top: 0px; -} - -.fieldtable td.fielddoc p:last-child { - margin-bottom: 2px; -} - -.fieldtable tr:last-child td { - border-bottom: none; -} - -.fieldtable th { - background-image:url('nav_f.png'); - background-repeat:repeat-x; - background-color: #D9E4FC; - font-size: 90%; - color: #082B72; - padding-bottom: 4px; - padding-top: 5px; - text-align:left; - font-weight: 400; - -moz-border-radius-topleft: 4px; - -moz-border-radius-topright: 4px; - -webkit-border-top-left-radius: 4px; - -webkit-border-top-right-radius: 4px; - border-top-left-radius: 4px; - border-top-right-radius: 4px; - border-bottom: 1px solid #8BAFF6; -} - - -.tabsearch { - top: 0px; - left: 10px; - height: 36px; - background-image: url('tab_b.png'); - z-index: 101; - overflow: hidden; - font-size: 13px; -} - -.navpath ul -{ - font-size: 11px; - background-image:url('tab_b.png'); - background-repeat:repeat-x; - background-position: 0 -5px; - height:30px; - line-height:30px; - color:#6293F3; - border:solid 1px #AEC7F9; - overflow:hidden; - margin:0px; - padding:0px; -} - -.navpath li -{ - list-style-type:none; - float:left; - padding-left:10px; - padding-right:15px; - background-image:url('bc_s.png'); - background-repeat:no-repeat; - background-position:right; - color:#0C3FA6; -} - -.navpath li.navelem a -{ - height:32px; - display:block; - text-decoration: none; - outline: none; - color: #092F7C; - font-family: 'Lucida Grande',Geneva,Helvetica,Arial,sans-serif; - text-shadow: 0px 1px 1px rgba(255, 255, 255, 0.9); - text-decoration: none; -} - -.navpath li.navelem a:hover -{ - color:#3573F0; -} - -.navpath li.footer -{ - list-style-type:none; - float:right; - padding-left:10px; - padding-right:15px; - background-image:none; - background-repeat:no-repeat; - background-position:right; - color:#0C3FA6; - font-size: 8pt; -} - - -div.summary -{ - float: right; - font-size: 8pt; - padding-right: 5px; - width: 50%; - text-align: right; -} - -div.summary a -{ - white-space: nowrap; -} - -table.classindex -{ - margin: 10px; - white-space: nowrap; - margin-left: 3%; - margin-right: 3%; - width: 94%; - border: 0; - border-spacing: 0; - padding: 0; -} - -div.ingroups -{ - font-size: 8pt; - width: 50%; - text-align: left; -} - -div.ingroups a -{ - white-space: nowrap; -} - -div.header -{ - background-image:url('nav_h.png'); - background-repeat:repeat-x; - background-color: #F7F9FE; - margin: 0px; - border-bottom: 1px solid #B1C9F9; -} - -div.headertitle -{ - padding: 5px 5px 5px 10px; -} - -dl -{ - padding: 0 0 0 10px; -} - -/* dl.note, dl.warning, dl.attention, dl.pre, dl.post, dl.invariant, dl.deprecated, dl.todo, dl.test, dl.bug */ -dl.section -{ - margin-left: 0px; - padding-left: 0px; -} - -dl.note -{ - margin-left:-7px; - padding-left: 3px; - border-left:4px solid; - border-color: #D0C000; -} - -dl.warning, dl.attention -{ - margin-left:-7px; - padding-left: 3px; - border-left:4px solid; - border-color: #FF0000; -} - -dl.pre, dl.post, dl.invariant -{ - margin-left:-7px; - padding-left: 3px; - border-left:4px solid; - border-color: #00D000; -} - -dl.deprecated -{ - margin-left:-7px; - padding-left: 3px; - border-left:4px solid; - border-color: #505050; -} - -dl.todo -{ - margin-left:-7px; - padding-left: 3px; - border-left:4px solid; - border-color: #00C0E0; -} - -dl.test -{ - margin-left:-7px; - padding-left: 3px; - border-left:4px solid; - border-color: #3030E0; -} - -dl.bug -{ - margin-left:-7px; - padding-left: 3px; - border-left:4px solid; - border-color: #C08050; -} - -dl.section dd { - margin-bottom: 6px; -} - - -#projectlogo -{ - text-align: center; - vertical-align: bottom; - border-collapse: separate; -} - -#projectlogo img -{ - border: 0px none; -} - -#projectalign -{ - vertical-align: middle; -} - -#projectname -{ - font: 300% Tahoma, Arial,sans-serif; - margin: 0px; - padding: 2px 0px; -} - -#projectbrief -{ - font: 120% Tahoma, Arial,sans-serif; - margin: 0px; - padding: 0px; -} - -#projectnumber -{ - font: 50% Tahoma, Arial,sans-serif; - margin: 0px; - padding: 0px; -} - -#titlearea -{ - padding: 0px; - margin: 0px; - width: 100%; - border-bottom: 1px solid #1960EE; -} - -.image -{ - text-align: center; -} - -.dotgraph -{ - text-align: center; -} - -.mscgraph -{ - text-align: center; -} - -.plantumlgraph -{ - text-align: center; -} - -.diagraph -{ - text-align: center; -} - -.caption -{ - font-weight: bold; -} - -div.zoom -{ - border: 1px solid #6B98F4; -} - -dl.citelist { - margin-bottom:50px; -} - -dl.citelist dt { - color:#0B3C9D; - float:left; - font-weight:bold; - margin-right:10px; 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- summary.show(); - $(linkObj).addClass('closed').removeClass('opened'); - $(trigger).attr('src',src.substring(0,src.length-8)+'closed.png'); - } else { - content.show(); - summary.hide(); - $(linkObj).removeClass('closed').addClass('opened'); - $(trigger).attr('src',src.substring(0,src.length-10)+'open.png'); - } - return false; -} - -function updateStripes() -{ - $('table.directory tr'). - removeClass('even').filter(':visible:even').addClass('even'); -} - -function toggleLevel(level) -{ - $('table.directory tr').each(function() { - var l = this.id.split('_').length-1; - var i = $('#img'+this.id.substring(3)); - var a = $('#arr'+this.id.substring(3)); - if (l - - - - - - -CLASS MANUAL: evolver_ndf15.h Source File - - - - - - - - - - - - - - -
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CLASS MANUAL -
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evolver_ndf15.h
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1 #ifndef __EVO__
2 #define __EVO__
3 #include "common.h"
4 // #include "perturbations.h"
5 #include "sparse.h"
6 #define TINY 1e-50
7 /**************************************************************/
8 
9 struct jacobian{
10 /*Stuff for normal method: */
11  double **dfdy;
12  double *jacvec; /*Stores experience gained from subsequent calls */
13  double **LU;
14  double *LUw;
15  int *luidx;
16  /*Sparse stuff:*/
17  int use_sparse;
18  int sparse_stuff_initialized;
19  int max_nonzero; /*Maximal number of non-zero entries to be considered sparse */
20  int repeated_pattern;
21  int trust_sparse; /* Number of times a pattern is repeated (actually included) before we trust it. */
22  int has_grouping;
23  int has_pattern;
24  int new_jacobian; /* True if sp_ludcmp has not been run on the current jacobian. */
25  int cnzmax;
26  int *col_group; /* Column grouping. Groups go from 0 to max_group*/
27  int *col_wi; /* Workarray for column grouping*/
28  int max_group; /*Number of columngroups -1 */
29  sp_mat *spJ; /* Stores the matrix we want to decompose */
30  double *xjac; /*Stores the values of the sparse jacobian. (Same pattern as spJ) */
31  sp_num *Numerical; /*Stores the LU decomposition.*/
32  int *Cp; /* Stores the column pointers of the spJ+spJ' sparsity pattern. */
33  int *Ci; /* Stores the row indices of the spJ+spJ' sparsity pattern. */
34 };
35 
36 struct numjac_workspace{
37  /* Allocate vectors and matrices: */
38  double *yscale;
39  double *del;
40  double * Difmax;
41  double * absFdelRm;
42  double * absFvalue;
43  double * absFvalueRm;
44  double * Fscale;
45  double * ffdel;
46  double * yydel;
47  double * tmp;
48 
49  double **ydel_Fdel;
50 
51  int * logj;
52  int * Rowmax;
53 };
54 
58 #ifdef __cplusplus
59 extern "C" {
60 #endif
61 
62  int initialize_jacobian(struct jacobian *jac, int neq, ErrorMsg error_message);
63  int uninitialize_jacobian(struct jacobian *jac);
64  int initialize_numjac_workspace(struct numjac_workspace * nj_ws,int neq, ErrorMsg error_message);
65  int uninitialize_numjac_workspace(struct numjac_workspace * nj_ws);
66  int calc_C(struct jacobian *jac);
67  int interp_from_dif(double tinterp,double tnew,double *ynew,double h,double **dif,int k, double *yinterp,
68  double *ypinterp, double *yppinterp, int* index, int neq, int output);
69  int new_linearisation(struct jacobian *jac,double hinvGak,int neq, ErrorMsg error_message);
70  int adjust_stepsize(double **dif, double abshdivabshlast, int neq,int k);
71  void eqvec(double *datavec,double *emptyvec, int n);
72  int lubksb(double **a, int n, int *indx, double b[]);
73  int ludcmp(double **a, int n, int *indx, double *d, double *vv);
74  int fzero_Newton(int (*func)(double *x,
75  int x_size,
76  void *param,
77  double *F,
78  ErrorMsg error_message),
79  double *x_inout,
80  double *dxdF,
81  int x_size,
82  double tolx,
83  double tolF,
84  void *param,
85  int *fevals,
86  ErrorMsg error_message);
87 
88  int numjac(int (*derivs)(double x,double * y,double * dy,void * parameters_and_workspace,ErrorMsg error_message),
89  double t, double *y, double *fval, struct jacobian *jac, struct numjac_workspace *nj_ws,
90  double thresh, int neq, int *nfe,
91  void * parameters_and_workspace_for_derivs, ErrorMsg error_message);
92 
93 
94 int evolver_ndf15(
95  int (*derivs)(double x,double * y,double * dy,
96  void * parameters_and_workspace, ErrorMsg error_message),
97  double x_ini,
98  double x_final,
99  double * y_inout,
100  int * used_in_output,
101  int neq,
102  void * parameters_and_workspace_for_derivs,
103  double rtol,
104  double minimum_variation,
105  int (*timescale_and_approximation)(double x,
106  void * parameters_and_workspace,
107  double * timescales,
108  ErrorMsg error_message),
109  double timestep_over_timescale,
110  double * t_vec,
111  int t_res,
112  int (*output)(double x,double y[],double dy[],int index_x,void * parameters_and_workspace,
113  ErrorMsg error_message),
114  int (*print_variables)(double x, double y[], double dy[], void *parameters_and_workspace,
115  ErrorMsg error_message),
116  ErrorMsg error_message);
117 
118 
119 #ifdef __cplusplus
120 }
121 #endif
122 
123 /**************************************************************/
124 
125 #endif
Definition: output.h:22
- -
-
- - - - diff --git a/doc/manual/html/evolver__rkck_8h_source.html b/doc/manual/html/evolver__rkck_8h_source.html deleted file mode 100644 index 1622918e..00000000 --- a/doc/manual/html/evolver__rkck_8h_source.html +++ /dev/null @@ -1,99 +0,0 @@ - - - - - - - -CLASS MANUAL: evolver_rkck.h Source File - - - - - - - - - - - - - - -
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evolver_rkck.h
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1 #ifndef __EVO__
2 #define __EVO__
3 
4 #include "dei_rkck.h"
5 
6 /**************************************************************/
7 
11 #ifdef __cplusplus
12 extern "C" {
13 #endif
14 
15  int evolver_rk(int (*derivs)(double x,
16  double * y,
17  double * dy,
18  void * parameters_and_workspace,
19  ErrorMsg error_message),
20  double x_ini,
21  double x_end,
22  double * y,
23  int * used_in_output,
24  int y_size,
25  void * parameters_and_workspace_for_derivs,
26  double tolerance,
27  double minimum_variation,
28  int (*evaluate_timescale)(double x,
29  void * parameters_and_workspace,
30  double * timescale,
31  ErrorMsg error_message),
32  double timestep_over_timescale,
33  double * x_sampling,
34  int x_size,
35  int (*output)(double x,
36  double y[],
37  double dy[],
38  int index_x,
39  void * parameters_and_workspace,
40  ErrorMsg error_message),
41  int (*print_variables)(double x,
42  double y[],
43  double dy[],
44  void * parameters_and_workspace,
45  ErrorMsg error_message),
46  ErrorMsg error_message);
47 
48 #ifdef __cplusplus
49 }
50 #endif
51 
52 /**************************************************************/
53 
54 #endif
Definition: output.h:22
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-
- - - - diff --git a/doc/manual/html/files.html b/doc/manual/html/files.html deleted file mode 100644 index 30a1f57a..00000000 --- a/doc/manual/html/files.html +++ /dev/null @@ -1,140 +0,0 @@ - - - - - - - -CLASS MANUAL: File List - - - - - - - - - - - - - - -
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File List
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Here is a list of all documented files with brief descriptions:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
 arrays.h
 background.c
 background.h
 class.c
 class.h
 common.h
 dei_rkck.h
 evolver_ndf15.h
 evolver_rkck.h
 hermite3_interpolation_csource.h
 hermite4_interpolation_csource.h
 hermite6_interpolation_csource.h
 hyperspherical.h
 input.c
 input.h
 lensing.c
 lensing.h
 nonlinear.c
 nonlinear.h
 nonlinear_conflict-20170920-132422.h
 nonlinear_conflict-20170920-150212.h
 nonlinear_exp.h
 nonlinear_test.h
 output.c
 output.h
 parser.h
 perturbations.c
 perturbations.h
 primordial.c
 primordial.h
 quadrature.h
 sparse.h
 spectra.c
 spectra.h
 svnversion.h
 thermodynamics.c
 thermodynamics.h
 transfer.c
 transfer.h
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- - - - diff --git a/doc/manual/html/files.js b/doc/manual/html/files.js deleted file mode 100644 index 8237535c..00000000 --- a/doc/manual/html/files.js +++ /dev/null @@ -1,188 +0,0 @@ -var files = -[ - [ "arrays.h", "arrays_8h_source.html", null ], - [ "background.c", "background_8c.html", "background_8c" ], - [ "background.h", "background_8h.html", "background_8h" ], - [ "class.c", "class_8c.html", null ], - [ "class.h", "class_8h_source.html", null ], - [ "common.h", "common_8h.html", "common_8h" ], - [ "dei_rkck.h", "dei__rkck_8h_source.html", null ], - [ "evolver_ndf15.h", "evolver__ndf15_8h_source.html", null ], - [ "evolver_rkck.h", "evolver__rkck_8h_source.html", null ], - [ "hermite3_interpolation_csource.h", "hermite3__interpolation__csource_8h_source.html", null ], - [ "hermite4_interpolation_csource.h", "hermite4__interpolation__csource_8h_source.html", null ], - [ "hermite6_interpolation_csource.h", "hermite6__interpolation__csource_8h_source.html", null ], - [ 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N_\mathrm{eff})$ -\form#1:$S(k,\tau)$ -\form#2:$\Delta_l(k)$ -\form#3:$P(k)$ -\form#4:$C_l$ -\form#5:$S(k, \tau)$ -\form#6:$\tau$ -\form#7:$n_s$ -\form#8:$T_{cmb}$ -\form#9:$\omega_i \equiv \Omega_i h^2$ -\form#10:$h$ -\form#11:$i$ -\form#12:$j$ -\form#13:$ H_0 $ -\form#14:$H_0/c$ -\form#15:$ Mpc^{-1} $ -\form#16:$ \Omega_{0 \gamma} $ -\form#17:$ T_{cmb} $ -\form#18:$ \Omega_{0 b} $ -\form#19:$ \Omega_{0 cdm} $ -\form#20:$ \Omega_{0_\Lambda} $ -\form#21:$ \Omega_{0 de} $ -\form#22:$ w $ -\form#23:$ c_s^2 $ -\form#24:$ w0_{DE} $ -\form#25:$ wa_{DE} $ -\form#26:$ c^2_{s~DE} $ -\form#27:$ \Omega_{0 \nu r} $ -\form#28:$ \Omega_{0 dcdm}+\Omega_{0 dr} $ -\form#29:$ \Gamma_{dcdm} $ -\form#30:$ \Omega_{ini,dcdm} $ -\form#31:$ \Omega_{0 scf} $ -\form#32:$ \phi(t_0) $ -\form#33:$ d\phi(t_0)/d\tau $ -\form#34:$ \Omega_{0_k} $ -\form#35:$ K $ -\form#36:$ K=-\Omega0_k*a_{today}^2*H_0^2$ -\form#37:$ \Omega_{0 dcdm} $ -\form#38:$ \Omega_{0 dr} $ -\form#39:$Mpc^{-1}$ -\form#40:$ \Omega_{\gamma} + \Omega_{\nu r} $ -\form#41:$ \Omega_b + \Omega_cdm + \Omega_{\nu nr} $ -\form#42:$ D = H \int [da/(aH)^3] $ -\form#43:$ \tau $ -\form#44:$ z $ -\form#45:$ d^2 \tau / dz^2 $ -\form#46:$ d^2 b_i / d\tau^2 $ -\form#47:$ [da/(aH)^3]=[d\tau/(aH^2)]$ -\form#48:$ d \tau $ -\form#49:$ \tau_c/\tau_H $ -\form#50:$ \tau_h/\tau_k $ -\form#51:$ \tau_c/\tau_k \equiv k \tau_c $ -\form#52:$ 1/k $ -\form#53:$ 1/aH $ -\form#54:$ 1/\dot{\kappa} $ -\form#55:$ (\dot{\kappa}- \ddot{\kappa}/\dot{\kappa})^{-1} $ -\form#56:$ k \tau $ -\form#57:$ \Phi_l^{\nu}(x)$ -\form#58:$ j_l(x)$ -\form#59:$ 2\pi $ -\form#60:$ 2\pi/\nu$ -\form#61:$ \nu $ -\form#62:$ \Phi_l^{\nu}(x) $ -\form#63:$ 2\pi/r_a(\tau_rec) $ -\form#64:$ 2\pi/r_a(\tau_{rec})$ -\form#65:$ 2\pi/r_a(\tau_{rec}) $ -\form#66:$ C_l$ -\form#67:$ C_l^{TT}$ -\form#68:$ C_l^{EE}$ -\form#69:$ C_l^{TE}$ -\form#70:$ C_l^{BB}$ -\form#71:$ C_l^{\phi\phi}$ -\form#72:$ \phi $ -\form#73:$ C_l^{T\phi}$ -\form#74:$ C_l^{dd}$ -\form#75:$ C_l^{Td}$ -\form#76:$ C_l^{ll}$ -\form#77:$ C_l^{Tl}$ -\form#78:$ C_l^{TT} $ -\form#79:$ C_l^{EE} $ -\form#80:$ C_l^{TE} $ -\form#81:$ C_l^{BB} $ -\form#82:$ C_l^{\phi\phi} $ -\form#83:$ C_l^{T\phi} $ -\form#84:$ C_l^{dd} $ -\form#85:$ C_l^{Td} $ -\form#86:$ C_l $ -\form#87:$ S(k, \tau) $ -\form#88:$ \theta_{cdm} = 0 $ -\form#89:$ \int W(tau) dtau=1 $ -\form#90:$ \alpha = (h' + 6 \eta') / (2 k^2) $ -\form#91:$ \alpha'$ -\form#92:$ h_v$ -\form#93:$ s_l = \sqrt{1-K*(l^2-1)/k^2} $ -\form#94:$ r=A_T/A_S=P_h/P_R $ -\form#95:$ S_{bi}/R $ -\form#96:$ S_{cdi}/R $ -\form#97:$ S_{nid}/R $ -\form#98:$ S_{niv}/R $ -\form#99:$ k_{min}=aH $ -\form#100:$ k_{max}=aH $ -\form#101:$ C_l^{E\phi}$ -\form#102:$ C_l^{\phi d}$ -\form#103:$ C_l^{dl}$ -\form#104:$ C_l^{E\phi} $ -\form#105:$ C_l^{pd} $ -\form#106:$ C_l^{ll} $ -\form#107:$ C_l^{Tl} $ -\form#108:$ C_l^{dl} $ -\form#109:$ Y_{He} $ -\form#110:$ X_e(z)$ -\form#111:$ x_e $ -\form#112:$ d \kappa / d \tau$ -\form#113:$ d^2 \kappa / d \tau^2 $ -\form#114:$ d^3 \kappa / d \tau^3 $ -\form#115:$ exp^{-\kappa} $ -\form#116:$ g = (d \kappa / d \tau) * exp^{-\kappa} $ -\form#117:$ (d g / d \tau) $ -\form#118:$ (d^2 g / d \tau^2) $ -\form#119:$ T_b $ -\form#120:$ c_b^2 $ -\form#121:$ d [c_b^2] / d \tau $ -\form#122:$ d^2 [c_b^2] / d \tau^2 $ -\form#123:$ exp^{-\kappa}$ -\form#124:$ d^2 t_i / dz^2 $ -\form#125:$ d \kappa / d \tau $ -\form#126:$ d \kappa / d z$ -\form#127:$ \Delta_l^{X} (q) $ -\form#128:$ a $ -\form#129:$ a$ -\form#130:$ [3c^2/8\pi G] $ -\form#131:$ \rho_{class} = [8 \pi G \rho_{physical} / 3 c^2]$ -\form#132:$ 1/r $ -\form#133:$ 1/r^2 $ -\form#134:$ r\to 0 $ -\form#135:$ \phi, \phi' $ -\form#136:$ t=1/(2H) $ -\form#137:$ \tau=1/(aH) $ -\form#138:$ c_s=1/\sqrt{3} $ -\form#139:$ d\tau /(aH^2) $ -\form#140:$ a^4 $ -\form#141:$ a'=a^2 H $ -\form#142:$ t' = a $ -\form#143:$ rs' = c_s $ -\form#144:$ = 1/(aH^2) $ -\form#145:$ \rho' = -3aH \rho - a \Gamma \rho $ -\form#146:$ \rho' = -4aH \rho - a \Gamma \rho $ -\form#147:$ \phi'' + 2 a H \phi' + a^2 dV = 0 $ -\form#148:$ V = V_{p_{scf}}*V_{e_{scf}} $ -\form#149:$ V_e = \exp(-\lambda \phi) $ -\form#150:$ V_p = (\phi - B)^\alpha + A $ -\form#151:$ m_{pl} = (8 \pi G)^{(-1/2)}$ -\form#152:$ V(\phi) $ -\form#153:$ m_{pl}^2/Mpc^2 $ -\form#154:$ \rho^{class} = (8 \pi G)/3 \rho^{physical} = 1/(3 m_{pl}^2) \rho^{physical} = 1/3 * [ 1/(2a^2) (\phi')^2 + V(\phi) ] $ -\form#155:$ \rho^{class} $ -\form#156:$ Mpc^-2 $ -\form#157:$ V = V_p*V_e $ -\form#158:$ H_0/c$ -\form#159:$ Mpc^{-1} = h / 2997.9... = h * 10^5 / c $ -\form#160:$ Kg/m/s^2 $ -\form#161:$ T^4 $ -\form#162:$ = 3 c^2 H_0^2 / (8 \pi G) $ -\form#163:$ C_l^{X}, P(k), ... $ -\form#164:$ C_l^{X} $ -\form#165:$ \mu $ -\form#166:$ \mu=1 $ -\form#167:$ d^l_{mm'} (\mu) $ -\form#168:$ Cgl(\mu)$ -\form#169:$ Cgl2(\mu) $ -\form#170:$\mu$ -\form#171:$ cl_{tt}$ -\form#172:$ cl_{pp}$ -\form#173:$(\mu)$ -\form#174:$ d^l_{00}$ -\form#175:$ d^l_{20}$ -\form#176:$ cl_{te}$ -\form#177:$ d^l_{22}$ -\form#178:$ d^l_{2-2}$ -\form#179:$ cl_{ee}$ -\form#180:$ cl_{bb}$ -\form#181:$ \sqrt{(2l+1)/2} d^l_{mm'} $ -\form#182:$ P(k)$ -\form#183:$ T_{cmb}$ -\form#184:$ T_i(k)$ -\form#185:$ S^{X} (k, \tau) $ -\form#186:$ |g/\dot{g}| = |\dot{\kappa}-\ddot{\kappa}/\dot{\kappa}|^{-1} $ -\form#187:$ |2\ddot{a}/a-(\dot{a}/a)^2|^{-1/2} $ -\form#188:$ s_l$ -\form#189:$ h_v $ -\form#190:$ = -(a/k)^2/\phi'(\rho + p)\theta $ -\form#191:$ = a^2/\phi' $ -\form#192:$ c_s^2 = 1 $ -\form#193:\[ \ \ \sum_{ij} \] -\form#194:\[ h'' + \frac{2a'}{a} h + [k2+2K] h = 12\pi Ga2 (\rho+p) \sigma = 8\pi Ga2 p \pi \] -\form#195:\[ = \int \frac{dk}{k} \left[ \frac{k^3}{2\pi^2} \right] = \int \frac{dk}{k} \mathcal{P}_R(k) \] -\form#196:\[\sum_{ij} = \frac{dk}{k} \left[ \frac{k^3}{2\pi^2} F\left(\frac{k^2}{K}\right) \right] = \int \frac{dk}{k} F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \] -\form#197:$ \mathcal{P}_R$ -\form#198:$ \mathcal{P}_h$ -\form#199:$ Q_{ij}$ -\form#200:\[ C_l^S = 4\pi \int \frac{dk}{k} [\Delta_l^S(q)]^2 \mathcal{P}_R(k) \] -\form#201:\[ C_l^T = 4\pi \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \] -\form#202:$ r = A_t / A_s $ -\form#203:$ \mathcal{P}_R(k)$ -\form#204:$ \mathcal{P}_h(k)$ -\form#205:\[ r = 6 \frac{\mathcal{P}_h(k)}{\mathcal{P}_R(k)} \] -\form#206:\[ \mathcal{P}_h(k) = \frac{\mathcal{P}_R(k) r}{6} = \frac{A_s r}{6} = \frac{A_t}{6} \] -\form#207:$ (k/k_{pivot})^{n_t} $ -\form#208:$ \mathcal{P}_h(k)=\tanh(\pi*\nu/2)$ -\form#209:\[ \mathcal{P}_h(k) = \frac{A_t}{6} [ \tanh(\pi*\frac{\nu}{2})] (k/k_{pivot})^{(n_t+...)}\] -\form#210:\[ [...] \] -\form#211:\[ C_l^T = 4\pi \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \frac{A_t}{6} [\tanh(\pi*\frac{\nu}{2})] (k/k_{pivot})^{(n_t+...)} \] -\form#212:$ \mathcal{P}_h(k) = \frac{A_t}{6} \tanh{(\pi*\frac{\nu}{2})} (k/k^*)^{n_T}$ -\form#213:$ h = 1$ -\form#214:$ C_l^T = \frac{4}{\pi} \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) $ -\form#215:$ \mathcal{P}_h(k) = A_t (k/k^*)^{n_T} $ -\form#216:$ h = \sqrt{[F\left(\frac{k^2}{K}\right) / 6] \tanh{(\pi*\frac{\nu}{2})}} $ -\form#217:$ C_l^T = \frac{4}{\pi} \int \frac{dk}{k} [\Delta_l^T(q)]^2 \mathcal{P}_h(k) $ -\form#218:\[ h = \sqrt{\left(\frac{F}{6}\right) \tanh{(\pi*\frac{\nu}{2})}} \] -\form#219:\[ \sum_{ij} = \int \frac{dk}{k} \frac{k2(k2-K)}{(k2+3K)(k2+2K)} \mathcal{P}_h(k) \] -\form#220:$ q2 = k2 - 3K $ -\form#221:\[ \sum_{ij} = \int \frac{dk}{k} \frac{(q2-3K)(q2-4K)}{q2(q2-K)} \mathcal{P}_h(k) \] -\form#222:\[ \sum_{ij} = \int \frac{dq}{q} \frac{q2-4K}{q2-K} \mathcal{P}_h(k(q)) \] -\form#223:$ \nu=q/\sqrt{|K|}$ -\form#224:$=\pm 1$ -\form#225:\[ \sum_{ij} = \int \frac{d\nu}{\nu} \frac{(\nu2-4sgnK)}{(\nu2-sgnK)} \mathcal{P}_h(k(\nu)) \] -\form#226:$ (\nu2-4sgnK)/(\nu2-sgnK)$ -\form#227:\[ h = \sqrt{ [k2(k2-K)]/[(k2+3K)(k2+2K)] / 6 * \tanh{(\pi*\frac{\nu}{2})} } \] -\form#228:$ A_T$ -\form#229:$ n_T$ -\form#230:$ \tau_c = 1/\kappa' $ -\form#231:$ \tau_h = a/a' $ -\form#232:$ \tau_k = 1/k $ -\form#233:$ \min(\tau_c, \tau_b, \tau_h, \tau_k) $ -\form#234:$ \tau_c \ll \tau_h $ -\form#235:$ \tau_c \ll \tau_k $ -\form#236:$ \tau_c $ -\form#237:$ 1/\tau_c $ -\form#238:$ \min(\tau_h, \tau_k) $ -\form#239:$ \rho_{matter} \gg \rho_{radiation} $ -\form#240:$ k \gg aH $ -\form#241:$ \tau_h $ -\form#242:$ \kappa'=0 $ -\form#243:$ \kappa' \neq 0 $ -\form#244:$ \tau_{\gamma} = 1/ \kappa' $ -\form#245:$ \sqrt{|K|}*\tau $ -\form#246:$ \Pi = G_{\gamma 0} + G_{\gamma 2} + F_{\gamma 2} $ -\form#247:$^{-2}$ -\form#248:$^{-1}$ -\form#249:$ P_{12}/\sqrt{P_{11} P_{22}}$ -\form#250:$\ln{P_{12}}$ -\form#251:$Mpc^3$ -\form#252:$ \ln{k}$ -\form#253:$V(\phi)$ -\form#254:$H(\phi)$ -\form#255:$ P_k $ -\form#256:$ \ln{P_k} $ -\form#257:$ Mp^4$ -\form#258:$ H(\phi)$ -\form#259:$ dH / d\phi $ -\form#260:$ d^2H / d\phi^2 $ -\form#261:$ d^3H / d\phi^3 $ -\form#262:$ \phi=-V'/3H$ -\form#263:$\phi'$ -\form#264:$ d^2a/dt^2 = 0$ -\form#265:$ dH/d\phi$ -\form#266:$ Mpc^3$ -\form#267:$\ln{P(k)}$ -\form#268:$ Mpc^3 $ -\form#269:$\ln{\tau}$ -\form#270:$ P(k,z=0)$ -\form#271:$ T_i(k) $ -\form#272:$ T_i(k,z=0)$ -\form#273:$ T_i(k,z)$ -\form#274:$ P(k,\tau)$ -\form#275:$ T_i(k,\tau)$ -\form#276:$P(k,z)$ -\form#277:$P(k,\tau)$ -\form#278:$T_i(k,\tau)$ -\form#279:$ P_{NL}(k,\tau)$ -\form#280:$T_i(k)$ -\form#281:$ z, x_e, d \kappa / d \tau, T_b, c_b^2 $ -\form#282:$ g= (d \kappa/d \tau) e^{- \kappa} $ -\form#283:$ \Delta N_{eff}=0$ -\form#284:$ N_{eff}=3.046$ -\form#285:$ X_e(z) $ -\form#286:$ X_e $ -\form#287:$ d \kappa / d z = (d \kappa / d \tau) * (d \tau / d z) = - (d \kappa / d \tau) / H $ -\form#288:$ d \tau / dz $ -\form#289:$ d x_H / dz, d x_{He} / dz, d T_{mat} / dz $ -\form#290:$ q2 = k2 + K(1+m)$ -\form#291:$ \Delta_l^{X} (k) $ -\form#292:$ \Delta_l(k) $ -\form#293:$ j_l(k[\tau_0-\tau]) $ -\form#294:$ j_l(x) $ -\form#295:$ x_{\min} $ -\form#296:$ \sqrt{\pi/(2l+1)}/q $ -\form#297:$ \sqrt{\pi/(2l+1)}/(l+1/2)$ -\form#298:$ [D''(\tau)=-aHD'(\tau)+3/2 a^2 \rho_M D(\tau) $ -\form#299:$ \rho' = -3aH (1+w_{fld}(a)) \rho $ -\form#300:$ \int_{a}^{a_0} da 3(1+w_{fld})/a $ -\form#301:$ \int_{a}^{a0} da 3(1+w_{fld})/a $ diff --git a/doc/manual/html/functions.html b/doc/manual/html/functions.html deleted file mode 100644 index e47b2a4e..00000000 --- a/doc/manual/html/functions.html +++ /dev/null @@ -1,252 +0,0 @@ - - - - - - - -CLASS MANUAL: Data Fields - - - - - - - - - - - - - - -
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Here is a list of all documented functions, variables, defines, enums, and typedefs with links to the documentation:
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Here is a list of all documented functions, variables, defines, enums, and typedefs with links to the documentation:
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Here is a list of all documented functions, variables, defines, enums, and typedefs with links to the documentation:
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Here is a list of all documented functions, variables, defines, enums, and typedefs with links to the documentation:
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Here is a list of all documented functions, variables, defines, enums, and typedefs with links to the documentation:
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1 
10 int l = pHIS->l[lnum];
11 #if defined (HERMITE_DO_PHI)|| defined (HERMITE_DO_D2PHI)
12 double ym=0;
13 #endif
14 double yp=0, dyp=0, x;
15 double z[2]={0.,0.};
16 #ifdef HERMITE_DO_PHI
17 double a[3]={0.,0.};
18 #endif
19 #ifdef HERMITE_DO_DPHI
20 double b[3]={0.,0.};
21 #endif
22 #ifdef HERMITE_DO_D2PHI
23 double c[3]={0.,0.};
24 double d2ym = 0, d3yp=0;
25 double cotKm=0,sinKm=0;
26 double sinKm2;
27 #endif
28 #if defined (HERMITE_DO_DPHI) || defined (HERMITE_DO_D2PHI)
29 double dym=0;
30 double d2yp=0;
31 double cotKp=0,sinKp=0;
32 double sinKp2;
33 double *sinK = pHIS->sinK;
34 double *cotK = pHIS->cotK;
35 int K = pHIS->K;
36 double lxlp1 = l*(l+1.0);
37 double beta = pHIS->beta;
38 double beta2 = beta*beta;
39 #endif
40 double *xvec;
41 double xmin, xmax, deltax;
42 double left_border, right_border, next_border;
43 int j, nx, current_border_idx=0;
44 double *Phi_l, *dPhi_l;
45 int phisign = 1, dphisign = 1;
46 
52 xvec = pHIS->x;
53 deltax = pHIS->delta_x;
54 nx = pHIS->x_size;
55 Phi_l = pHIS->phi+lnum*nx;
56 dPhi_l = pHIS->dphi+lnum*nx;
57 
58 xmin = xvec[0];
59 xmax = xvec[nx-1];
60 
61 left_border = xmax;
62 right_border = xmin;
63 next_border = xmin;
64 
65 for (j=0; j<nxi; j++){
66  x = xinterp[j];
67  //take advantage of periodicity of functions in closed case
68  if (pHIS->K==1)
69  ClosedModY(l, (int)(pHIS->beta+0.2), &x, &phisign, &dphisign);
70  //Loop over output values
71  if ((x<xmin)||(x>xmax)){
72  //Outside interpolation region, set to zero.
73 #ifdef HERMITE_DO_PHI
74  Phi[j] = 0.0;
75 #endif
76 #ifdef HERMITE_DO_DPHI
77  dPhi[j] = 0.0;
78 #endif
79 #ifdef HERMITE_DO_D2PHI
80  d2Phi[j] = 0.0;
81 #endif
82  continue;
83  }
84  if ((x>right_border)||(x<left_border)){
85  if ((x>next_border)||(x<left_border)){
86  current_border_idx = ((int) ((x-xmin)/deltax))+1;
87  current_border_idx = MAX(1,current_border_idx);
88  current_border_idx = MIN(nx-1,current_border_idx);
89  //printf("Current border index at jump: %d\n",current_border_idx);
90  //max operation takes care of case x = xmin,
91  //min operation takes care of case x = xmax.
92  //Calculate left derivatives:
93 #if defined (HERMITE_DO_PHI) || defined (HERMITE_DO_D2PHI)
94  ym = Phi_l[current_border_idx-1];
95 #endif
96 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
97  dym = dPhi_l[current_border_idx-1];
98 #endif
99 #ifdef HERMITE_DO_D2PHI
100  cotKm = cotK[current_border_idx-1];
101  sinKm = sinK[current_border_idx-1];
102  sinKm2 = sinKm*sinKm;
103  d2ym = -2*dym*cotKm+ym*(lxlp1/sinKm2-beta2+K);
104 #endif
105  }
106  else{
107  //x>current_border but not next border: I have moved to next block.
108  current_border_idx++;
109  //printf("Current border index at else: %d\n",current_border_idx);
110  //Copy former right derivatives to left derivatives.
111 #if defined (HERMITE_DO_PHI) || defined (HERMITE_DO_D2PHI)
112  ym = yp;
113 #endif
114 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
115  dym = dyp;
116 #endif
117 #ifdef HERMITE_DO_D2PHI
118  d2ym = d2yp;
119  sinKm = sinKp;
120  cotKm = cotKp;
121 #endif
122  }
123  left_border = xvec[MAX(0,current_border_idx-1)];
124  right_border = xvec[current_border_idx];
125  next_border = xvec[MIN(nx-1,current_border_idx+1)];
126  //Evaluate right derivatives and calculate coefficients:
127  yp = Phi_l[current_border_idx];
128  dyp = dPhi_l[current_border_idx];
129 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
130  cotKp = cotK[current_border_idx];
131  sinKp = sinK[current_border_idx];
132  sinKp2 = sinKp*sinKp;
133  d2yp = -2*dyp*cotKp+yp*(lxlp1/sinKp2-beta2+K);
134 #endif
135 #ifdef HERMITE_DO_D2PHI
136  d3yp = -2*cotKp*d2yp-2*yp*lxlp1*cotKp/sinKp2+
137  dyp*(K-beta2+(2+lxlp1)/sinKp2);
138 #endif
139 
140 #ifdef HERMITE_DO_PHI
141  a[0] = -dyp*deltax-2*ym+2*yp;
142  a[1] = dyp*deltax+ym-yp;
143 #endif
144 #ifdef HERMITE_DO_DPHI
145  b[0] = -d2yp*deltax-2*dym+2*dyp;
146  b[1] = d2yp*deltax+dym-dyp;
147 #endif
148 #ifdef HERMITE_DO_D2PHI
149  c[0] = -d3yp*deltax-2*d2ym+2*d2yp;
150  c[1] = d3yp*deltax+d2ym-d2yp;
151 #endif
152  }
153  //Evaluate polynomial:
154  z[0] = (x-left_border)/deltax;
155  z[1] = z[0]*z[0];
156 #ifdef HERMITE_DO_PHI
157  Phi[j] = (ym+a[0]*z[0]+a[1]*z[1])*phisign;
158 #endif
159 #ifdef HERMITE_DO_DPHI
160  dPhi[j] = (dym+b[0]*z[0]+b[1]*z[1])*dphisign;
161 #endif
162 #ifdef HERMITE_DO_D2PHI
163  d2Phi[j] = (d2ym+c[0]*z[0]+c[1]*z[1])*phisign;
164 #endif
165  }
166 
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10 int l = pHIS->l[lnum];
11 double ym=0, yp=0, dym=0, dyp=0, x;
12 double z[3]={0.,0.,0.};
13 #ifdef HERMITE_DO_PHI
14 double a[3]={0.,0.,0.};
15 #endif
16 #ifdef HERMITE_DO_DPHI
17 double b[3]={0.,0.,0.};
18 #endif
19 #ifdef HERMITE_DO_D2PHI
20 double c[3]={0.,0.,0.};
21 double d3ym=0, d3yp=0;
22 #endif
23 #if defined (HERMITE_DO_DPHI) || defined (HERMITE_DO_D2PHI)
24 double *sinK = pHIS->sinK;
25 double *cotK = pHIS->cotK;
26 double cotKm=0,cotKp=0,sinKm=0,sinKp=0;
27 double sinKm2, sinKp2;
28 double d2ym = 0, d2yp=0;
29 int K = pHIS->K;
30 double lxlp1 = l*(l+1.0);
31 double beta = pHIS->beta;
32 double beta2 = beta*beta;
33 #endif
34 double *xvec;
35 double xmin, xmax, deltax;
36 double left_border, right_border, next_border;
37 int j, nx, current_border_idx=0;
38 double *Phi_l, *dPhi_l;
39 int phisign = 1, dphisign = 1;
40 
46 xvec = pHIS->x;
47 deltax = pHIS->delta_x;
48 nx = pHIS->x_size;
49 Phi_l = pHIS->phi+lnum*nx;
50 dPhi_l = pHIS->dphi+lnum*nx;
51 
52 xmin = xvec[0];
53 xmax = xvec[nx-1];
54 
55 left_border = xmax;
56 right_border = xmin;
57 next_border = xmin;
58 
59 for (j=0; j<nxi; j++){
60  x = xinterp[j];
61  //take advantage of periodicity of functions in closed case
62  if (pHIS->K==1)
63  ClosedModY(l, (int)(pHIS->beta+0.2), &x, &phisign, &dphisign);
64  //Loop over output values
65  if ((x<xmin)||(x>xmax)){
66  //Outside interpolation region, set to zero.
67 #ifdef HERMITE_DO_PHI
68  Phi[j] = 0.0;
69 #endif
70 #ifdef HERMITE_DO_DPHI
71  dPhi[j] = 0.0;
72 #endif
73 #ifdef HERMITE_DO_D2PHI
74  d2Phi[j] = 0.0;
75 #endif
76  continue;
77  }
78  if ((x>right_border)||(x<left_border)){
79  if ((x>next_border)||(x<left_border)){
80  current_border_idx = ((int) ((x-xmin)/deltax))+1;
81  current_border_idx = MAX(1,current_border_idx);
82  current_border_idx = MIN(nx-1,current_border_idx);
83  //printf("Current border index at jump: %d\n",current_border_idx);
84  //max operation takes care of case x = xmin,
85  //min operation takes care of case x = xmax.
86  //Calculate left derivatives:
87  ym = Phi_l[current_border_idx-1];
88  dym = dPhi_l[current_border_idx-1];
89 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
90  cotKm = cotK[current_border_idx-1];
91  sinKm = sinK[current_border_idx-1];
92  sinKm2 = sinKm*sinKm;
93  d2ym = -2*dym*cotKm+ym*(lxlp1/sinKm2-beta2+K);
94 #endif
95 #ifdef HERMITE_DO_D2PHI
96  d3ym = -2*cotKm*d2ym-2*ym*lxlp1*cotKm/sinKm2+
97  dym*(K-beta2+(2+lxlp1)/sinKm2);
98 #endif
99  }
100  else{
101  //x>current_border but not next border: I have moved to next block.
102  current_border_idx++;
103  //printf("Current border index at else: %d\n",current_border_idx);
104  //Copy former right derivatives to left derivatives.
105  ym = yp;
106  dym = dyp;
107 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
108  d2ym = d2yp;
109  sinKm = sinKp;
110  cotKm = cotKp;
111 #endif
112 #ifdef HERMITE_DO_D2PHI
113  d3ym = d3yp;
114 #endif
115  }
116  left_border = xvec[MAX(0,current_border_idx-1)];
117  right_border = xvec[current_border_idx];
118  next_border = xvec[MIN(nx-1,current_border_idx+1)];
119  //Evaluate right derivatives and calculate coefficients:
120  yp = Phi_l[current_border_idx];
121  dyp = dPhi_l[current_border_idx];
122 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
123  cotKp = cotK[current_border_idx];
124  sinKp = sinK[current_border_idx];
125  sinKp2 = sinKp*sinKp;
126  d2yp = -2*dyp*cotKp+yp*(lxlp1/sinKp2-beta2+K);
127 #endif
128 #ifdef HERMITE_DO_D2PHI
129  d3yp = -2*cotKp*d2yp-2*yp*lxlp1*cotKp/sinKp2+
130  dyp*(K-beta2+(2+lxlp1)/sinKp2);
131 #endif
132 
133 #ifdef HERMITE_DO_PHI
134  a[0] = dym*deltax;
135  a[1] = -2*dym*deltax-dyp*deltax-3*ym+3*yp;
136  a[2] = dym*deltax+dyp*deltax+2*ym-2*yp;
137 #endif
138 #ifdef HERMITE_DO_DPHI
139  b[0] = d2ym*deltax;
140  b[1] = -2*d2ym*deltax-d2yp*deltax-3*dym+3*dyp;
141  b[2] = d2ym*deltax+d2yp*deltax+2*dym-2*dyp;
142 #endif
143 #ifdef HERMITE_DO_D2PHI
144  c[0] = d3ym*deltax;
145  c[1] = -2*d3ym*deltax-d3yp*deltax-3*d2ym+3*d2yp;
146  c[2] = d3ym*deltax+d3yp*deltax+2*d2ym-2*d2yp;
147 #endif
148  }
149  //Evaluate polynomial:
150  z[0] = (x-left_border)/deltax;
151  z[1] = z[0]*z[0];
152  z[2] = z[1]*z[0];
153 #ifdef HERMITE_DO_PHI
154  Phi[j] = (ym+a[0]*z[0]+a[1]*z[1]+a[2]*z[2])*phisign;
155 #endif
156 #ifdef HERMITE_DO_DPHI
157  dPhi[j] = (dym+b[0]*z[0]+b[1]*z[1]+b[2]*z[2])*dphisign;
158 #endif
159 #ifdef HERMITE_DO_D2PHI
160  d2Phi[j] = (d2ym+c[0]*z[0]+c[1]*z[1]+c[2]*z[2])*phisign;
161 #endif
162  }
163 
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10 double ym=0, yp=0, dym=0, dyp=0, d2ym=0, d2yp=0, x, z, z2, z3, z4, z5;
11 double cotKm=0,cotKp=0,sinKm=0,sinKp=0, sinKm2, sinKp2;
12 #ifdef HERMITE_DO_PHI
13 double a1=0, a2=0, a3=0, a4=0, a5=0;
14 #endif
15 #ifdef HERMITE_DO_DPHI
16 double b1=0, b2=0, b3=0, b4=0, b5=0;
17 #endif
18 #ifdef HERMITE_DO_D2PHI
19 double c1=0, c2=0, c3=0, c4=0, c5=0;
20 double d4ym=0, d4yp=0;
21 #endif
22 #if defined (HERMITE_DO_DPHI) || defined (HERMITE_DO_D2PHI)
23 double d3ym = 0, d3yp=0;
24 #endif
25 double beta, beta2, *xvec, *sinK, *cotK;
26 double xmin, xmax, deltax, deltax2, lxlp1;
27 double left_border, right_border, next_border;
28 int K, l, j, nx, current_border_idx=0;
29 double *Phi_l, *dPhi_l;
30 int phisign = 1, dphisign = 1;
31 
37 xvec = pHIS->x;
38 sinK = pHIS->sinK;
39 cotK = pHIS->cotK;
40 beta = pHIS->beta;
41 beta2 = beta*beta;
42 deltax = pHIS->delta_x;
43 deltax2 = deltax*deltax;
44 K = pHIS->K;
45 nx = pHIS->x_size;
46 Phi_l = pHIS->phi+lnum*nx;
47 dPhi_l = pHIS->dphi+lnum*nx;
48 l = pHIS->l[lnum];
49 lxlp1 = l*(l+1.0);
50 xmin = xvec[0];
51 xmax = xvec[nx-1];
52 
53 left_border = xmax;
54 right_border = xmin;
55 next_border = xmin;
56 
57 for (j=0; j<nxi; j++){
58  x = xinterp[j];
59  //take advantage of periodicity of functions in closed case
60  if (pHIS->K==1)
61  ClosedModY(pHIS->l[lnum], (int)(pHIS->beta+0.2), &x, &phisign, &dphisign);
62  //Loop over output values
63  if ((x<xmin)||(x>xmax)){
64  //Outside interpolation region, set to zero.
65 #ifdef HERMITE_DO_PHI
66  Phi[j] = 0.0;
67 #endif
68 #ifdef HERMITE_DO_DPHI
69  dPhi[j] = 0.0;
70 #endif
71 #ifdef HERMITE_DO_D2PHI
72  d2Phi[j] = 0.0;
73 #endif
74  continue;
75  }
76  if ((x>right_border)||(x<left_border)){
77  if ((x>next_border)||(x<left_border)){
78  current_border_idx = ((int) ((x-xmin)/deltax))+1;
79  current_border_idx = MAX(1,current_border_idx);
80  current_border_idx = MIN(nx-1,current_border_idx);
81  //printf("Current border index at jump: %d\n",current_border_idx);
82  //max operation takes care of case x = xmin,
83  //min operation takes care of case x = xmax.
84  //Calculate left derivatives:
85  cotKm = cotK[current_border_idx-1];
86  sinKm = sinK[current_border_idx-1];
87  sinKm2 = sinKm*sinKm;
88  ym = Phi_l[current_border_idx-1];
89  dym = dPhi_l[current_border_idx-1];
90  d2ym = -2*dym*cotKm+ym*(lxlp1/sinKm2-beta2+K);
91 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
92  d3ym = -2*cotKm*d2ym-2*ym*lxlp1*cotKm/sinKm2+
93  dym*(K-beta2+(2+lxlp1)/sinKm2);
94 #endif
95 #ifdef HERMITE_DO_D2PHI
96  d4ym = -2*cotKm*d3ym + d2ym*(K-beta2+(4+lxlp1)/sinKm2)+
97  dym*(-4*(1+lxlp1)*cotKm/sinKm2)+
98  ym*(2*lxlp1/sinKm2*(2*cotKm*cotKm+1/sinKm2));
99 #endif
100  }
101  else{
102  //x>current_border but not next border: I have moved to next block.
103  current_border_idx++;
104  //printf("Current border index at else: %d\n",current_border_idx);
105  //Copy former right derivatives to left derivatives.
106  ym = yp;
107  dym = dyp;
108  d2ym = d2yp;
109 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
110  d3ym = d3yp;
111 #endif
112 #ifdef HERMITE_DO_D2PHI
113  d4ym = d4yp;
114 #endif
115  sinKm = sinKp;
116  cotKm = cotKp;
117  }
118  left_border = xvec[MAX(0,current_border_idx-1)];
119  right_border = xvec[current_border_idx];
120  next_border = xvec[MIN(nx-1,current_border_idx+1)];
121  //Evaluate right derivatives and calculate coefficients:
122  cotKp = cotK[current_border_idx];
123  sinKp = sinK[current_border_idx];
124  sinKp2 = sinKp*sinKp;
125  yp = Phi_l[current_border_idx];
126  dyp = dPhi_l[current_border_idx];
127  d2yp = -2*dyp*cotKp+yp*(lxlp1/sinKp2-beta2+K);
128 #if defined HERMITE_DO_DPHI || defined HERMITE_DO_D2PHI
129  d3yp = -2*cotKp*d2yp-2*yp*lxlp1*cotKp/sinKp2+
130  dyp*(K-beta2+(2+lxlp1)/sinKp2);
131 #endif
132 #ifdef HERMITE_DO_D2PHI
133  d4yp = -2*cotKp*d3yp + d2yp*(K-beta2+(4+lxlp1)/sinKp2)+
134  dyp*(-4*(1+lxlp1)*cotKp/sinKp2)+
135  yp*(2*lxlp1/sinKp2*(2*cotKp*cotKp+1/sinKp2));
136 #endif
137 
138 #ifdef HERMITE_DO_PHI
139  a1 = dym*deltax;
140  a2 = 0.5*d2ym*deltax2;
141  a3 = (-1.5*d2ym+0.5*d2yp)*deltax2-(6*dym+4*dyp)*deltax-10*(ym-yp);
142  a4 = (1.5*d2ym-d2yp)*deltax2+(8*dym+7*dyp)*deltax+15*(ym-yp);
143  a5 = (-0.5*d2ym+0.5*d2yp)*deltax2-3*(dym+dyp)*deltax-6*(ym-yp);
144 #endif
145 #ifdef HERMITE_DO_DPHI
146  b1 = d2ym*deltax;
147  b2 = 0.5*d3ym*deltax2;
148  b3 = (-1.5*d3ym+0.5*d3yp)*deltax2-(6*d2ym+4*d2yp)*deltax-10*(dym-dyp);
149  b4 = (1.5*d3ym-d3yp)*deltax2+(8*d2ym+7*d2yp)*deltax+15*(dym-dyp);
150  b5 = (-0.5*d3ym+0.5*d3yp)*deltax2-3*(d2ym+d2yp)*deltax-6*(dym-dyp);
151 #endif
152 #ifdef HERMITE_DO_D2PHI
153  c1 = d3ym*deltax;
154  c2 = 0.5*d4ym*deltax2;
155  c3 = (-1.5*d4ym+0.5*d4yp)*deltax2-(6*d3ym+4*d3yp)*deltax-10*(d2ym-d2yp);
156  c4 = (1.5*d4ym-d4yp)*deltax2+(8*d3ym+7*d3yp)*deltax+15*(d2ym-d2yp);
157  c5 = (-0.5*d4ym+0.5*d4yp)*deltax2-3*(d3ym+d3yp)*deltax-6*(d2ym-d2yp);
158 #endif
159  }
160  //Evaluate polynomial:
161  z = (x-left_border)/deltax;
162  z2 = z*z;
163  z3 = z2*z;
164  z4 = z2*z2;
165  z5 = z2*z3;
166 #ifdef HERMITE_DO_PHI
167  Phi[j] = (ym+a1*z+a2*z2+a3*z3+a4*z4+a5*z5)*phisign;
168 #endif
169 #ifdef HERMITE_DO_DPHI
170  dPhi[j] = (dym+b1*z+b2*z2+b3*z3+b4*z4+b5*z5)*dphisign;
171 #endif
172 #ifdef HERMITE_DO_D2PHI
173  d2Phi[j] = (d2ym+c1*z+c2*z2+c3*z3+c4*z4+c5*z5)*phisign;
174 #endif
175  }
176 
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5 #ifndef __HYPERSPHERICAL__
6 #define __HYPERSPHERICAL__
7 
8 #include "common.h"
9 #define _HYPER_OVERFLOW_ 1e200
10 #define _ONE_OVER_HYPER_OVERFLOW_ 1e-200
11 #define _HYPER_SAFETY_ 1e-5
12 #define _TRIG_PRECISSION_ 1e-7
13 #define _HYPER_BLOCK_ 8
14 #define _HYPER_CHUNK_ 16
15 #define _TWO_OVER_THREE_ 0.666666666666666666666666666667e0
16 #define _HIS_BYTE_ALIGNMENT_ 16
17 
18 typedef struct HypersphericalInterpolationStructure{
19  int K; //Sign of the curvature, (0,-1,1)
20  double beta;
21  double delta_x; //x-spacing. (xvec is uniformly spaced)
22  int trig_order; //Order of the interpolation formula for SinK and CosK.
23  int l_size; //Number of l values
24  int *l; //Vector of l values stored
25  double * chi_at_phimin; // vector x_min[index-l] below which neglect Bessels
26  int x_size; //Number of x-values
27  double *x; //Pointer to x-values
28  double *sinK; //Vector of sin_K(xvec)
29  double *cotK; //Vector of cot_K(xvec)
30  double *phi; //array of size nl*nx. [y_{l1}(x1) t_{l1}(x2)...]
31  double *dphi; //Same as phivec, but containing derivatives.
32 } HyperInterpStruct;
33 
34 struct WKB_parameters{
35  int K;
36  int l;
37  double beta;
38  double phiminabs;
39 };
40 
44 #ifdef __cplusplus
45 extern "C" {
46 #endif
47  int hyperspherical_HIS_create(int K,
48  double beta,
49  int nl,
50  int *lvec,
51  double xmin,
52  double xmax,
53  double sampling,
54  int l_WKB,
55  double phiminabs,
56  HyperInterpStruct *pHIS,
57  ErrorMsg error_message);
58 
59  int hyperspherical_HIS_free(HyperInterpStruct *pHIS, ErrorMsg error_message);
60  int hyperspherical_forwards_recurrence(int K,
61  int lmax,
62  double beta,
63  double x,
64  double sinK,
65  double cotK,
66  double *sqrtK,
67  double *one_over_sqrtK,
68  double *PhiL);
69 int hyperspherical_forwards_recurrence_chunk(int K,
70  int lmax,
71  double beta,
72  double * __restrict__ x,
73  double * __restrict__ sinK,
74  double * __restrict__ cotK,
75  int chunk,
76  double * __restrict__ sqrtK,
77  double * __restrict__ one_over_sqrtK,
78  double * __restrict__ PhiL);
79  int hyperspherical_backwards_recurrence(int K,
80  int lmax,
81  double beta,
82  double x,
83  double sinK,
84  double cotK,
85  double *sqrtK,
86  double *one_over_sqrtK,
87  double *PhiL);
88 
89  int hyperspherical_backwards_recurrence_chunk(int K,
90  int lmax,
91  double beta,
92  double * __restrict__ x,
93  double * __restrict__ sinK,
94  double * __restrict__ cotK,
95  int chunk,
96  double * __restrict__ sqrtK,
97  double * __restrict__ one_over_sqrtK,
98  double * __restrict__ PhiL);
99  int hyperspherical_get_xmin(HyperInterpStruct *pHIS,
100  double xtol,
101  double phiminabs,
102  double *xmin);
103 
104  int hyperspherical_WKB(int K,int l,double beta,double y, double *Phi);
105  int hyperspherical_WKB_vec(int l,
106  double beta,
107  double *sinK_vec,
108  int size_sinK_vec,
109  double *Phi);
110  int ClosedModY(int l, int beta, double *y, int * phisign, int * dphisign);
111  int get_CF1(int K,int l,double beta, double cotK, double *CF, int *isign);
112  int CF1_from_Gegenbauer(int l, int beta, double sinK, double cotK, double *CF);
113  double airy_cheb_approx(double z);
114  double coef1(double z);
115  double coef2(double z);
116  double coef3(double z);
117  double coef4(double z);
118  double cheb(double x, int n, const double A[]);
119  double get_value_at_small_phi(int K,int l,double beta,double Phi);
120 
121  double PhiWKB_minus_phiminabs(double x, void *param);
122 
123  int hyperspherical_get_xmin_from_Airy(int K,
124  int l,
125  double beta,
126  double xtol,
127  double phiminabs,
128  double *xmin,
129  int *fevals
130  );
131 
132  int fzero_ridder(double (*func)(double, void *),
133  double x1,
134  double x2,
135  double xtol,
136  void *param,
137  double *Fx1,
138  double *Fx2,
139  double *xzero,
140  int *fevals
141  );
142 
143  int HypersphericalExplicit(int K,int l, double beta,double x, double *Phi);
144 
145  int hyperspherical_get_xmin_from_approx(int K,
146  int l,
147  double nu,
148  double ignore1,
149  double phiminabs,
150  double *xmin,
151  int *ignore2);
152 
153  size_t hyperspherical_HIS_size(int nl, int nx);
154  int hyperspherical_update_pointers(HyperInterpStruct *pHIS_local,
155  void * HIS_storage_shared);
156 
157  int hyperspherical_Hermite_interpolation_vector(HyperInterpStruct *pHIS,
158  int nxi,
159  int lnum,
160  double *xinterp,
161  double *Phi,
162  double *dPhi,
163  double *d2Phi);
164 
165  int hyperspherical_Hermite3_interpolation_vector_Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi, ErrorMsg error_message);
166  int hyperspherical_Hermite3_interpolation_vector_dPhi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *dPhi, ErrorMsg error_message);
167  int hyperspherical_Hermite3_interpolation_vector_d2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *d2Phi, ErrorMsg error_message);
168  int hyperspherical_Hermite3_interpolation_vector_PhidPhi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *dPhi, ErrorMsg error_message);
169  int hyperspherical_Hermite3_interpolation_vector_Phid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *d2Phi, ErrorMsg error_message);
170  int hyperspherical_Hermite3_interpolation_vector_dPhid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *dPhi,double *d2Phi, ErrorMsg error_message);
171  int hyperspherical_Hermite3_interpolation_vector_PhidPhid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *dPhi,double *d2Phi, ErrorMsg error_message);
172  int hyperspherical_Hermite4_interpolation_vector_Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi, ErrorMsg error_message);
173  int hyperspherical_Hermite4_interpolation_vector_dPhi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *dPhi, ErrorMsg error_message);
174  int hyperspherical_Hermite4_interpolation_vector_d2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *d2Phi, ErrorMsg error_message);
175  int hyperspherical_Hermite4_interpolation_vector_PhidPhi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *dPhi, ErrorMsg error_message);
176  int hyperspherical_Hermite4_interpolation_vector_Phid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *d2Phi, ErrorMsg error_message);
177  int hyperspherical_Hermite4_interpolation_vector_dPhid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *dPhi,double *d2Phi, ErrorMsg error_message);
178  int hyperspherical_Hermite4_interpolation_vector_PhidPhid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *dPhi,double *d2Phi, ErrorMsg error_message);
179  int hyperspherical_Hermite6_interpolation_vector_Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi, ErrorMsg error_message);
180  int hyperspherical_Hermite6_interpolation_vector_dPhi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *dPhi, ErrorMsg error_message);
181  int hyperspherical_Hermite6_interpolation_vector_d2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *d2Phi, ErrorMsg error_message);
182  int hyperspherical_Hermite6_interpolation_vector_PhidPhi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *dPhi, ErrorMsg error_message);
183  int hyperspherical_Hermite6_interpolation_vector_Phid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *d2Phi, ErrorMsg error_message);
184  int hyperspherical_Hermite6_interpolation_vector_dPhid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *dPhi,double *d2Phi, ErrorMsg error_message);
185  int hyperspherical_Hermite6_interpolation_vector_PhidPhid2Phi(HyperInterpStruct *pHIS,int nxi,int lnum,double *xinterp,double *Phi,double *dPhi,double *d2Phi, ErrorMsg error_message);
186 
187 
188 #ifdef __cplusplus
189 }
190 #endif
191 
192 #endif
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CLASS: Cosmic Linear Anisotropy Solving System
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Authors: Julien Lesgourgues and Thomas Tram

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with several major inputs from other people, especially Benjamin Audren, Simon Prunet, Jesus Torrado, Miguel Zumalacarregui, Francesco Montanari, etc.

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For download and information, see http://class-code.net

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Compiling CLASS and getting started

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(the information below can also be found on the webpage, just below the download button)

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Download the code from the webpage and unpack the archive (tar -zxvf class_vx.y.z.tar.gz), or clone it from https://github.com/lesgourg/class_public. Go to the class directory (cd class/ or class_public/ or class_vx.y.z/) and compile (make clean; make class). You can usually speed up compilation with the option -j: make -j class. If the first compilation attempt fails, you may need to open the Makefile and adapt the name of the compiler (default: gcc), of the optimization flag (default: -O4 -ffast-math) and of the OpenMP flag (default: -fopenmp; this flag is facultative, you are free to compile without OpenMP if you don't want parallel execution; note that you need the version 4.2 or higher of gcc to be able to compile with -fopenmp). Many more details on the CLASS compilation are given on the wiki page

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https://github.com/lesgourg/class_public/wiki/Installation

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(in particular, for compiling on Mac >= 10.9 despite of the clang incompatibility with OpenMP).

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To check that the code runs, type:

./class explanatory.ini
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The explanatory.ini file is THE reference input file, containing and explaining the use of all possible input parameters. We recommend to read it, to keep it unchanged (for future reference), and to create for your own purposes some shorter input files, containing only the input lines which are useful for you. Input files must have a *.ini extension.

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If you want to play with the precision/speed of the code, you can use one of the provided precision files (e.g. cl_permille.pre) or modify one of them, and run with two input files, for instance:

./class test.ini cl_permille.pre
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The files *.pre are suppposed to specify the precision parameters for which you don't want to keep default values. If you find it more convenient, you can pass these precision parameter values in your *.ini file instead of an additional *.pre file.

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The automatically-generated documentation is located in

doc/manual/html/index.html
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On top of that, if you wish to modify the code, you will find lots of comments directly in the files.

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Python

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To use CLASS from python, or ipython notebooks, or from the Monte Python parameter extraction code, you need to compile not only the code, but also its python wrapper. This can be done by typing just 'make' instead of 'make class' (or for speeding up: 'make -j'). More details on the wrapper and its compilation are found on the wiki page

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https://github.com/lesgourg/class_public/wiki

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Plotting utility

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Since version 2.3, the package includes an improved plotting script called CPU.py (Class Plotting Utility), written by Benjamin Audren and Jesus Torrado. It can plot the Cl's, the P(k) or any other CLASS output, for one or several models, as well as their ratio or percentage difference. The syntax and list of available options is obtained by typing 'pyhton CPU.py -h'. There is a similar script for MATLAB, written by Thomas Tram. To use it, once in MATLAB, type 'help plot_CLASS_output.m'

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Developing the code

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If you want to develop the code, we suggest that you download it from the github webpage

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https://github.com/lesgourg/class_public

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rather than from class-code.net. Then you will enjoy all the feature of git repositories. You can even develop your own branch and get it merged to the public distribution. For related instructions, check

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https://github.com/lesgourg/class_public/wiki/Public-Contributing

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Using the code

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You can use CLASS freely, provided that in your publications, you cite at least the paper CLASS II: Approximation schemes <http://arxiv.org/abs/1104.2933>. Feel free to cite more CLASS papers!

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Support

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To get support, please open a new issue on the

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https://github.com/lesgourg/class_public

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webpage!

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CLASS MANUAL -
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input.c File Reference
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#include "input.h"
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int input_init_from_arguments (int argc, char **argv, struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop, ErrorMsg errmsg)
 
int input_init (struct file_content *pfc, struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop, ErrorMsg errmsg)
 
int input_read_parameters (struct file_content *pfc, struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop, ErrorMsg errmsg)
 
int input_default_params (struct background *pba, struct thermo *pth, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop)
 
int input_default_precision (struct precision *ppr)
 
int get_machine_precision (double *smallest_allowed_variation)
 
int class_fzero_ridder (int(*func)(double x, void *param, double *y, ErrorMsg error_message), double x1, double x2, double xtol, void *param, double *Fx1, double *Fx2, double *xzero, int *fevals, ErrorMsg error_message)
 
int input_try_unknown_parameters (double *unknown_parameter, int unknown_parameters_size, void *voidpfzw, double *output, ErrorMsg errmsg)
 
int input_get_guess (double *xguess, double *dxdy, struct fzerofun_workspace *pfzw, ErrorMsg errmsg)
 
int input_find_root (double *xzero, int *fevals, struct fzerofun_workspace *pfzw, ErrorMsg errmsg)
 
int input_prepare_pk_eq (struct precision *ppr, struct background *pba, struct thermo *pth, struct nonlinear *pnl, int input_verbose, ErrorMsg errmsg)
 
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Detailed Description

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Documented input module.

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Julien Lesgourgues, 27.08.2010

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Function Documentation

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◆ input_init_from_arguments()

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int input_init_from_arguments (int argc,
char ** argv,
struct precisionppr,
struct backgroundpba,
struct thermopth,
struct perturbsppt,
struct transfersptr,
struct primordialppm,
struct spectrapsp,
struct nonlinearpnl,
struct lensingple,
struct outputpop,
ErrorMsg errmsg 
)
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Use this routine to extract initial parameters from files 'xxx.ini' and/or 'xxx.pre'. They can be the arguments of the main() routine.

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If class is embedded into another code, you will probably prefer to call directly input_init() in order to pass input parameters through a 'file_content' structure.

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Summary:

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  • define local variables
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  • –> the final structure with all parameters
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  • –> a temporary structure with all input parameters
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  • –> a temporary structure with all precision parameters
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  • –> a temporary structure with only the root name
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  • –> sum of fc_inoput and fc_root
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  • –> a pointer to either fc_root or fc_inputroot
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  • Initialize the two file_content structures (for input parameters and precision parameters) to some null content. If no arguments are passed, they will remain null and inform init_params() that all parameters take default values.
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  • If some arguments are passed, identify eventually some 'xxx.ini' and 'xxx.pre' files, and store their name.
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  • if there is an 'xxx.ini' file, read it and store its content.
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  • check whether a root name has been set
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  • if root has not been set, use root=output/inputfilennameN_
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  • if there is an 'xxx.pre' file, read it and store its content.
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  • if one or two files were read, merge their contents in a single 'file_content' structure.
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◆ input_init()

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int input_init (struct file_content * pfc,
struct precisionppr,
struct backgroundpba,
struct thermopth,
struct perturbsppt,
struct transfersptr,
struct primordialppm,
struct spectrapsp,
struct nonlinearpnl,
struct lensingple,
struct outputpop,
ErrorMsg errmsg 
)
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Initialize each parameter, first to its default values, and then from what can be interpreted from the values passed in the input 'file_content' structure. If its size is null, all parameters keep their default values.

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These two arrays must contain the strings of names to be searched for and the corresponding new parameter

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  • Do we need to fix unknown parameters?
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  • –> input_auxillary_target_conditions() takes care of the case where for instance Omega_dcdmdr is set to 0.0.
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  • case with unknown parameters
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  • –> go through all cases with unknown parameters:
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  • –> Read all parameters from tuned pfc
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  • –> Set status of shooting
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  • –> Free arrays allocated
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  • case with no unknown parameters
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  • eventually write all the read parameters in a file, unread parameters in another file, and warnings about unread parameters
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◆ input_read_parameters()

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int input_read_parameters (struct file_content * pfc,
struct precisionppr,
struct backgroundpba,
struct thermopth,
struct perturbsppt,
struct transfersptr,
struct primordialppm,
struct spectrapsp,
struct nonlinearpnl,
struct lensingple,
struct outputpop,
ErrorMsg errmsg 
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Summary:

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  • define local variables
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  • if entries passed in file_content structure, carefully read and interpret each of them, and tune the relevant input parameters accordingly
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Knowing the gauge from the very beginning is useful (even if this could be a run not requiring perturbations at all: even in that case, knowing the gauge is important e.g. for fixing the sampling in momentum space for non-cold dark matter)

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(a) background parameters

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  • scale factor today (arbitrary)
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  • h (dimensionless) and [ $ H_0/c$] in $ Mpc^{-1} = h / 2997.9... = h * 10^5 / c $
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  • Omega_0_g (photons) and T_cmb
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  • Omega0_g = rho_g / rho_c0, each of them expressed in $ Kg/m/s^2 $
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  • rho_g = (4 sigma_B / c) $ T^4 $
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  • rho_c0 $ = 3 c^2 H_0^2 / (8 \pi G) $
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  • Omega_0_b (baryons)
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  • Omega_0_ur (ultra-relativistic species / massless neutrino)
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  • Omega_0_cdm (CDM)
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  • Omega_0_dcdmdr (DCDM)
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  • Read Omega_ini_dcdm or omega_ini_dcdm
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  • Read Gamma in same units as H0, i.e. km/(s Mpc)
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  • non-cold relics (ncdm)
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  • Omega_0_k (effective fractional density of curvature)
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  • Set curvature parameter K
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  • Set curvature sign
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  • Omega_0_lambda (cosmological constant), Omega0_fld (dark energy fluid), Omega0_scf (scalar field)
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  • –> (flag3 == FALSE) || (param3 >= 0.) explained: it means that either we have not read Omega_scf so we are ignoring it (unlike lambda and fld!) OR we have read it, but it had a positive value and should not be used for filling. We now proceed in two steps: 1) set each Omega0 and add to the total for each specified component. 2) go through the components in order {lambda, fld, scf} and fill using first unspecified component.
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  • Test that the user have not specified Omega_scf = -1 but left either Omega_lambda or Omega_fld unspecified:
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  • Read parameters describing scalar field potential
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  • Assign shooting parameter
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(b) assign values to thermodynamics cosmological parameters

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  • reionization parameters if reio_parametrization=reio_camb
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  • reionization parameters if reio_parametrization=reio_bins_tanh
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  • reionization parameters if reio_parametrization=reio_many_tanh
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  • reionization parameters if reio_parametrization=reio_many_tanh
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(c) define which perturbations and sources should be computed, and down to which scale

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(d) define the primordial spectrum

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(e) parameters for final spectra

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(f) parameter related to the non-linear spectra computation

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(g) amount of information sent to standard output (none if all set to zero)

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(h) all precision parameters

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  • (h.3.) parameters related to the perturbations
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  • —> Include ur and ncdm shear in tensor computation?
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  • —> derivatives of baryon sound speed only computed if some non-minimal tight-coupling schemes is requested
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  • (h.4.) parameter related to the primordial spectra
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  • (h.5.) parameter related to the transfer functions
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  • (h.6.) parameters related to nonlinear calculations
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  • (h.7.) parameter related to lensing
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(i) Write values in file

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  • (i.1.) shall we write background quantities in a file?
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  • (i.2.) shall we write thermodynamics quantities in a file?
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  • (i.3.) shall we write perturbation quantities in files?
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  • (i.4.) shall we write primordial spectra in a file?
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◆ input_default_params()

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int input_default_params (struct backgroundpba,
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struct perturbsppt,
struct transfersptr,
struct primordialppm,
struct spectrapsp,
struct nonlinearpnl,
struct lensingple,
struct outputpop 
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All default parameter values (for input parameters)

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pbaInput: pointer to background structure
pthInput: pointer to thermodynamics structure
pptInput: pointer to perturbation structure
ptrInput: pointer to transfer structure
ppmInput: pointer to primordial structure
pspInput: pointer to spectra structure
pnlInput: pointer to nonlinear structure
pleInput: pointer to lensing structure
popInput: pointer to output structure
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Define all default parameter values (for input parameters) for each structure:

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int input_default_precision (struct precisionppr)
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Initialize the precision parameter structure.

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Initialize presicion parameters for different structures:

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  • automatic estimate of machine precision
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◆ get_machine_precision()

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Returns the smallest allowed variation (minimum epsilon * TOLVAR)

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◆ class_fzero_ridder()

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int class_fzero_ridder (int(*)(double x, void *param, double *y, ErrorMsg error_message) func,
double x1,
double x2,
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double * Fx1,
double * Fx2,
double * xzero,
int * fevals,
ErrorMsg error_message 
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Using Ridders' method, return the root of a function func known to lie between x1 and x2. The root, returned as zriddr, will be found to an approximate accuracy xtol.

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double * output,
ErrorMsg errmsg 
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◆ input_get_guess()

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int input_get_guess (double * xguess,
double * dxdy,
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ErrorMsg errmsg 
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int input_find_root (double * xzero,
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ErrorMsg errmsg 
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int input_prepare_pk_eq (struct precisionppr,
struct backgroundpba,
struct thermopth,
struct nonlinearpnl,
int input_verbose,
ErrorMsg errmsg 
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Perform preliminary steps fur using the method called Pk_equal, described in 0810.0190 and 1601.07230, extending the range of validity of HALOFIT from constant w to (w0,wa) models. In that case, one must compute here some effective values of w0_eff(z_i) and Omega_m_eff(z_i), that will be interpolated later at arbitrary redshift in the non-linear module.

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Returns table of values [z_i, tau_i, w0_eff_i, Omega_m_eff_i] stored in nonlinear structure.

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pprInput: pointer to precision structure
pbaInput: pointer to background structure
pthInput: pointer to thermodynamics structure
pnlInput/Output: pointer to nonlinear structure
input_verboseInput: verbosity of this input module
errmsgInput/Ouput: error message
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Summary:

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input.h File Reference
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#include "common.h"
-#include "parser.h"
-#include "quadrature.h"
-#include "background.h"
-#include "thermodynamics.h"
-#include "perturbations.h"
-#include "transfer.h"
-#include "primordial.h"
-#include "spectra.h"
-#include "nonlinear.h"
-#include "lensing.h"
-#include "output.h"
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- + Include dependency graph for input.h:
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- + This graph shows which files directly or indirectly include this file:
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Go to the source code of this file.

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-Enumerations

enum  target_names
 
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Detailed Description

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Documented includes for input module

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Enumeration Type Documentation

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◆ target_names

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enum target_names
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temporary parameters for background fzero function

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- - - - diff --git a/doc/manual/html/input_8h.js b/doc/manual/html/input_8h.js deleted file mode 100644 index a363c880..00000000 --- a/doc/manual/html/input_8h.js +++ /dev/null @@ -1,4 +0,0 @@ -var input_8h = -[ - [ "target_names", "input_8h.html#a2ab2421221f92f632c015f3d088f047c", null ] -]; \ No newline at end of file diff --git a/doc/manual/html/input_8h__dep__incl.map b/doc/manual/html/input_8h__dep__incl.map deleted file mode 100644 index d5ba7dc5..00000000 --- a/doc/manual/html/input_8h__dep__incl.map +++ /dev/null @@ -1,5 +0,0 @@ - - - - - diff --git a/doc/manual/html/input_8h__dep__incl.md5 b/doc/manual/html/input_8h__dep__incl.md5 deleted file mode 100644 index 238795ed..00000000 --- a/doc/manual/html/input_8h__dep__incl.md5 +++ /dev/null @@ -1 +0,0 @@ -4973ba2971840b55a46bab2963807ebe \ No newline at end of file diff --git a/doc/manual/html/input_8h__dep__incl.png b/doc/manual/html/input_8h__dep__incl.png deleted file mode 100644 index 409b37c4..00000000 Binary files a/doc/manual/html/input_8h__dep__incl.png and /dev/null differ diff --git a/doc/manual/html/input_8h__incl.map b/doc/manual/html/input_8h__incl.map deleted file mode 100644 index e744ebe5..00000000 --- a/doc/manual/html/input_8h__incl.map +++ /dev/null @@ -1,21 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - diff --git a/doc/manual/html/input_8h__incl.md5 b/doc/manual/html/input_8h__incl.md5 deleted file mode 100644 index b1762914..00000000 --- a/doc/manual/html/input_8h__incl.md5 +++ /dev/null @@ -1 +0,0 @@ -0cb43a589300bc2173597712862a8eb8 \ No newline at end of file diff --git a/doc/manual/html/input_8h__incl.png b/doc/manual/html/input_8h__incl.png deleted file mode 100644 index 17eb8c8a..00000000 Binary files a/doc/manual/html/input_8h__incl.png and /dev/null differ diff --git a/doc/manual/html/input_8h_source.html b/doc/manual/html/input_8h_source.html deleted file mode 100644 index a4e7e9eb..00000000 --- a/doc/manual/html/input_8h_source.html +++ /dev/null @@ -1,130 +0,0 @@ - - - - - - - -CLASS MANUAL: input.h Source File - - - - - - - - - - - - - - -
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input.h
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1 
3 #ifndef __INPUT__
4 #define __INPUT__
5 
6 #include "common.h"
7 #include "parser.h"
8 #include "quadrature.h"
9 #include "background.h"
10 #include "thermodynamics.h"
11 #include "perturbations.h"
12 #include "transfer.h"
13 #include "primordial.h"
14 #include "spectra.h"
15 #include "nonlinear.h"
16 #include "lensing.h"
17 #include "output.h"
18 
19 /* macro for reading parameter values with routines from the parser */
20 #define class_read_double(name,destination) \
21  do { \
22  class_call(parser_read_double(pfc,name,&param1,&flag1,errmsg), \
23  errmsg, \
24  errmsg); \
25  if (flag1 == _TRUE_) \
26  destination = param1; \
27  } while(0);
28 
29 
30 #define class_read_int(name,destination) \
31  do { \
32  class_call(parser_read_int(pfc,name,&int1,&flag1,errmsg), \
33  errmsg, \
34  errmsg); \
35  if (flag1 == _TRUE_) \
36  destination = int1; \
37  } while(0);
38 
39 #define class_read_string(name,destination) \
40  do { \
41  class_call(parser_read_string(pfc,name,&string1,&flag1,errmsg), \
42  errmsg, \
43  errmsg); \
44  if (flag1 == _TRUE_) \
45  strcpy(destination,string1); \
46  } while(0);
47 
48 #define class_read_double_one_of_two(name1,name2,destination) \
49  do { \
50  class_call(parser_read_double(pfc,name1,&param1,&flag1,errmsg), \
51  errmsg, \
52  errmsg); \
53  class_call(parser_read_double(pfc,name2,&param2,&flag2,errmsg), \
54  errmsg, \
55  errmsg); \
56  class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), \
57  errmsg, \
58  "In input file, you can only enter one of %s, %s, choose one", \
59  name1,name2); \
60  if (flag1 == _TRUE_) \
61  destination = param1; \
62  if (flag2 == _TRUE_) \
63  destination = param2; \
64  } while(0);
65 
66 #define class_at_least_two_of_three(a,b,c) \
67  ((a == _TRUE_) && (b == _TRUE_)) || \
68  ((a == _TRUE_) && (c == _TRUE_)) || \
69  ((b == _TRUE_) && (c == _TRUE_))
70 
71 #define class_none_of_three(a,b,c) \
72  (a == _FALSE_) && (b == _FALSE_) && (c == _FALSE_)
73 
74 /* macro for reading parameter values with routines from the parser */
75 #define class_read_list_of_doubles_or_default(name,destination,default,siz) \
76  do { \
77  class_call(parser_read_list_of_doubles(pfc,name, \
78  &entries_read,&(destination),&flag1,errmsg), \
79  errmsg, \
80  errmsg); \
81  if (flag1 == _TRUE_){ \
82  class_test(entries_read != siz,errmsg, \
83  "Number of entries in %s, %d, does not match expected number, %d.", \
84  name,entries_read,siz); \
85  }else{ \
86  class_alloc(destination,siz*sizeof(double),errmsg); \
87  for(n=0; n<siz; n++) destination[n] = default; \
88  } \
89  } while(0);
90 
91 #define class_read_list_of_integers_or_default(name,destination,default,siz) \
92  do { \
93  class_call(parser_read_list_of_integers(pfc,name, \
94  &entries_read,&(destination),&flag1,errmsg), \
95  errmsg, \
96  errmsg); \
97  if (flag1 == _TRUE_){ \
98  class_test(entries_read != siz,errmsg, \
99  "Number of entries in %s, %d, does not match expected number, %d.", \
100  name,entries_read,siz); \
101  }else{ \
102  class_alloc(destination,siz*sizeof(int),errmsg); \
103  for(n=0; n<siz; n++) destination[n] = default; \
104  } \
105  } while(0);
106 
107 #define class_read_list_of_doubles(name,destination,siz) \
108  do { \
109  class_call(parser_read_list_of_doubles(pfc,name, \
110  &entries_read,&(destination),&flag1,errmsg), \
111  errmsg, \
112  errmsg); \
113  class_test(flag1 == _FALSE_,errmsg, \
114  "Entry %s is required but not found!",name) \
115  class_test(entries_read != siz,errmsg, \
116  "Number of entries in %s, %d, does not match expected number, %d.", \
117  name,entries_read,siz); \
118  } while(0);
119 
120 #define class_read_list_of_integers(name,destination,siz) \
121  do { \
122  class_call(parser_read_list_of_integers(pfc,name, \
123  &entries_read,&(destination),&flag1,errmsg), \
124  errmsg, \
125  errmsg); \
126  class_test(flag1 == _FALSE_,errmsg, \
127  "Entry %s is required but not found!",name) \
128  class_test(entries_read != siz,errmsg, \
129  "Number of entries in %s, %d, does not match expected number, %d.", \
130  name,entries_read,siz); \
131  } while(0);
132 
137 enum target_names {theta_s, Omega_dcdmdr, omega_dcdmdr, Omega_scf, Omega_ini_dcdm, omega_ini_dcdm, sigma8};
138 enum computation_stage {cs_background, cs_thermodynamics, cs_perturbations,
139  cs_primordial, cs_nonlinear, cs_transfer, cs_spectra};
140 #define _NUM_TARGETS_ 7 //Keep this number as number of target_names
141 
142 struct input_pprpba {
143  struct precision * ppr;
144  struct background * pba;
145 };
146 
147 struct fzerofun_workspace {
148  int * unknown_parameters_index;
149  struct file_content fc;
150  enum target_names * target_name;
151  double * target_value;
152  int target_size;
153  enum computation_stage required_computation_stage;
154 };
155 
156 
157 /**************************************************************/
158 /* @cond INCLUDE_WITH_DOXYGEN */
159 /*
160  * Boilerplate for C++
161  */
162 #ifdef __cplusplus
163 extern "C" {
164 #endif
165 
167  int argc,
168  char **argv,
169  struct precision * ppr,
170  struct background *pba,
171  struct thermo *pth,
172  struct perturbs *ppt,
173  struct transfers *ptr,
174  struct primordial *ppm,
175  struct spectra *psp,
176  struct nonlinear *pnl,
177  struct lensing *ple,
178  struct output *pop,
179  ErrorMsg errmsg
180  );
181 
182  int input_init(
183  struct file_content * pfc,
184  struct precision * ppr,
185  struct background *pba,
186  struct thermo *pth,
187  struct perturbs *ppt,
188  struct transfers *ptr,
189  struct primordial *ppm,
190  struct spectra *psp,
191  struct nonlinear *pnl,
192  struct lensing *ple,
193  struct output *pop,
194  ErrorMsg errmsg
195  );
196 
198  struct file_content * pfc,
199  struct precision * ppr,
200  struct background *pba,
201  struct thermo *pth,
202  struct perturbs *ppt,
203  struct transfers *ptr,
204  struct primordial *ppm,
205  struct spectra *psp,
206  struct nonlinear *pnl,
207  struct lensing *ple,
208  struct output *pop,
209  ErrorMsg errmsg
210  );
211 
213  struct background *pba,
214  struct thermo *pth,
215  struct perturbs *ppt,
216  struct transfers *ptr,
217  struct primordial *ppm,
218  struct spectra *psp,
219  struct nonlinear *pnl,
220  struct lensing *ple,
221  struct output *pop
222  );
223 
225  struct precision * ppp
226  );
227 
228  int get_machine_precision(double * smallest_allowed_variation);
229 
230  int class_fzero_ridder(int (*func)(double x, void *param, double *y, ErrorMsg error_message),
231  double x1,
232  double x2,
233  double xtol,
234  void *param,
235  double *Fx1,
236  double *Fx2,
237  double *xzero,
238  int *fevals,
239  ErrorMsg error_message);
240 
241  int input_fzerofun_for_background(double Omega_ini_dcdm,
242  void* container,
243  double *valout,
244  ErrorMsg error_message);
245 
246  int input_try_unknown_parameters(double * unknown_parameter,
247  int unknown_parameters_size,
248  void * pfzw,
249  double * output,
250  ErrorMsg errmsg);
251 
252  int input_fzerofun_1d(double input,
253  void* fzerofun_workspace,
254  double *output,
255  ErrorMsg error_message);
256 
257  int input_get_guess(double *xguess,
258  double *dxdy,
259  struct fzerofun_workspace * pfzw,
260  ErrorMsg errmsg);
261 
262  int input_find_root(double *xzero,
263  int *fevals,
264  struct fzerofun_workspace *pfzw,
265  ErrorMsg errmsg);
266 
267  int file_exists(const char *fname);
268 
269  int input_auxillary_target_conditions(struct file_content * pfc,
270  enum target_names target_name,
271  double target_value,
272  int * aux_flag,
273  ErrorMsg error_message);
274 
275  int compare_integers (const void * elem1, const void * elem2);
276 
277  int compare_doubles(const void *a,const void *b);
278 
280  struct precision * ppr,
281  struct background *pba,
282  struct thermo *pth,
283  struct nonlinear *pnl,
284  int input_verbose,
285  ErrorMsg errmsg
286  );
287 
288 
289 #ifdef __cplusplus
290 }
291 #endif
292 
293 /**************************************************************/
294 
295 #endif
296 /* @endcond */
Definition: background.h:31
- -
int class_fzero_ridder(int(*func)(double x, void *param, double *y, ErrorMsg error_message), double x1, double x2, double xtol, void *param, double *Fx1, double *Fx2, double *xzero, int *fevals, ErrorMsg error_message)
Definition: input.c:3553
-
Definition: lensing.h:17
- - -
Definition: spectra.h:17
- -
Definition: perturbations.h:95
-
int input_init_from_arguments(int argc, char **argv, struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop, ErrorMsg errmsg)
Definition: input.c:17
-
Definition: thermodynamics.h:58
- -
int input_read_parameters(struct file_content *pfc, struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop, ErrorMsg errmsg)
Definition: input.c:498
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int input_default_params(struct background *pba, struct thermo *pth, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop)
Definition: input.c:2912
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target_names
Definition: input.h:137
-
int input_find_root(double *xzero, int *fevals, struct fzerofun_workspace *pfzw, ErrorMsg errmsg)
Definition: input.c:3994
-
int input_get_guess(double *xguess, double *dxdy, struct fzerofun_workspace *pfzw, ErrorMsg errmsg)
Definition: input.c:3845
-
Definition: output.h:22
-
int input_default_precision(struct precision *ppr)
Definition: input.c:3246
-
Definition: transfer.h:38
-
int input_prepare_pk_eq(struct precision *ppr, struct background *pba, struct thermo *pth, struct nonlinear *pnl, int input_verbose, ErrorMsg errmsg)
Definition: input.c:4146
- -
int get_machine_precision(double *smallest_allowed_variation)
Definition: input.c:3520
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int input_try_unknown_parameters(double *unknown_parameter, int unknown_parameters_size, void *voidpfzw, double *output, ErrorMsg errmsg)
Definition: input.c:3638
- - - -
Definition: common.h:345
-
Definition: primordial.h:79
- -
int input_init(struct file_content *pfc, struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop, ErrorMsg errmsg)
Definition: input.c:194
-
Definition: nonlinear.h:21
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http://jquery.org/license - * - * http://docs.jquery.com/UI/Mouse - * - * Depends: - * jquery.ui.widget.js - */ -(function(b,c){var a=false;b(document).mouseup(function(d){a=false});b.widget("ui.mouse",{options:{cancel:":input,option",distance:1,delay:0},_mouseInit:function(){var d=this;this.element.bind("mousedown."+this.widgetName,function(e){return d._mouseDown(e)}).bind("click."+this.widgetName,function(e){if(true===b.data(e.target,d.widgetName+".preventClickEvent")){b.removeData(e.target,d.widgetName+".preventClickEvent");e.stopImmediatePropagation();return false}});this.started=false},_mouseDestroy:function(){this.element.unbind("."+this.widgetName)},_mouseDown:function(f){if(a){return}(this._mouseStarted&&this._mouseUp(f));this._mouseDownEvent=f;var e=this,g=(f.which==1),d=(typeof this.options.cancel=="string"&&f.target.nodeName?b(f.target).closest(this.options.cancel).length:false);if(!g||d||!this._mouseCapture(f)){return true}this.mouseDelayMet=!this.options.delay;if(!this.mouseDelayMet){this._mouseDelayTimer=setTimeout(function(){e.mouseDelayMet=true},this.options.delay)}if(this._mouseDistanceMet(f)&&this._mouseDelayMet(f)){this._mouseStarted=(this._mouseStart(f)!==false);if(!this._mouseStarted){f.preventDefault();return true}}if(true===b.data(f.target,this.widgetName+".preventClickEvent")){b.removeData(f.target,this.widgetName+".preventClickEvent")}this._mouseMoveDelegate=function(h){return e._mouseMove(h)};this._mouseUpDelegate=function(h){return e._mouseUp(h)};b(document).bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate);f.preventDefault();a=true;return true},_mouseMove:function(d){if(b.browser.msie&&!(document.documentMode>=9)&&!d.button){return this._mouseUp(d)}if(this._mouseStarted){this._mouseDrag(d);return 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i=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)}f.axis=i&&i[1]?i[1]:"se"}});if(k.autoHide){this._handles.hide();c(this.element).addClass("ui-resizable-autohide").hover(function(){if(k.disabled){return}c(this).removeClass("ui-resizable-autohide");f._handles.show()},function(){if(k.disabled){return}if(!f.resizing){c(this).addClass("ui-resizable-autohide");f._handles.hide()}})}this._mouseInit()},destroy:function(){this._mouseDestroy();var e=function(g){c(g).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};if(this.elementIsWrapper){e(this.element);var f=this.element;f.after(this.originalElement.css({position:f.css("position"),width:f.outerWidth(),height:f.outerHeight(),top:f.css("top"),left:f.css("left")})).remove()}this.originalElement.css("resize",this.originalResizeStyle);e(this.originalElement);return this},_mouseCapture:function(f){var g=false;for(var e in this.handles){if(c(this.handles[e])[0]==f.target){g=true}}return !this.options.disabled&&g},_mouseStart:function(g){var j=this.options,f=this.element.position(),e=this.element;this.resizing=true;this.documentScroll={top:c(document).scrollTop(),left:c(document).scrollLeft()};if(e.is(".ui-draggable")||(/absolute/).test(e.css("position"))){e.css({position:"absolute",top:f.top,left:f.left})}this._renderProxy();var k=b(this.helper.css("left")),h=b(this.helper.css("top"));if(j.containment){k+=c(j.containment).scrollLeft()||0;h+=c(j.containment).scrollTop()||0}this.offset=this.helper.offset();this.position={left:k,top:h};this.size=this._helper?{width:e.outerWidth(),height:e.outerHeight()}:{width:e.width(),height:e.height()};this.originalSize=this._helper?{width:e.outerWidth(),height:e.outerHeight()}:{width:e.width(),height:e.height()};this.originalPosition={left:k,top:h};this.sizeDiff={width:e.outerWidth()-e.width(),height:e.outerHeight()-e.height()};this.originalMousePosition={left:g.pageX,top:g.pageY};this.aspectRatio=(typeof j.aspectRatio=="number")?j.aspectRatio:((this.originalSize.width/this.originalSize.height)||1);var i=c(".ui-resizable-"+this.axis).css("cursor");c("body").css("cursor",i=="auto"?this.axis+"-resize":i);e.addClass("ui-resizable-resizing");this._propagate("start",g);return true},_mouseDrag:function(e){var h=this.helper,g=this.options,m={},q=this,j=this.originalMousePosition,n=this.axis;var r=(e.pageX-j.left)||0,p=(e.pageY-j.top)||0;var i=this._change[n];if(!i){return false}var l=i.apply(this,[e,r,p]),k=c.browser.msie&&c.browser.version<7,f=this.sizeDiff;this._updateVirtualBoundaries(e.shiftKey);if(this._aspectRatio||e.shiftKey){l=this._updateRatio(l,e)}l=this._respectSize(l,e);this._propagate("resize",e);h.css({top:this.position.top+"px",left:this.position.left+"px",width:this.size.width+"px",height:this.size.height+"px"});if(!this._helper&&this._proportionallyResizeElements.length){this._proportionallyResize()}this._updateCache(l);this._trigger("resize",e,this.ui());return false},_mouseStop:function(h){this.resizing=false;var i=this.options,m=this;if(this._helper){var g=this._proportionallyResizeElements,e=g.length&&(/textarea/i).test(g[0].nodeName),f=e&&c.ui.hasScroll(g[0],"left")?0:m.sizeDiff.height,k=e?0:m.sizeDiff.width;var n={width:(m.helper.width()-k),height:(m.helper.height()-f)},j=(parseInt(m.element.css("left"),10)+(m.position.left-m.originalPosition.left))||null,l=(parseInt(m.element.css("top"),10)+(m.position.top-m.originalPosition.top))||null;if(!i.animate){this.element.css(c.extend(n,{top:l,left:j}))}m.helper.height(m.size.height);m.helper.width(m.size.width);if(this._helper&&!i.animate){this._proportionallyResize()}}c("body").css("cursor","auto");this.element.removeClass("ui-resizable-resizing");this._propagate("stop",h);if(this._helper){this.helper.remove()}return false},_updateVirtualBoundaries:function(g){var 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- -
-
lensing.c File Reference
-
-
-
#include "lensing.h"
-#include <time.h>
-
- + Include dependency graph for lensing.c:
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- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

-Functions

int lensing_cl_at_l (struct lensing *ple, int l, double *cl_lensed)
 
int lensing_init (struct precision *ppr, struct perturbs *ppt, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple)
 
int lensing_free (struct lensing *ple)
 
int lensing_indices (struct precision *ppr, struct spectra *psp, struct lensing *ple)
 
int lensing_lensed_cl_tt (double *ksi, double **d00, double *w8, int nmu, struct lensing *ple)
 
int lensing_addback_cl_tt (struct lensing *ple, double *cl_tt)
 
int lensing_lensed_cl_te (double *ksiX, double **d20, double *w8, int nmu, struct lensing *ple)
 
int lensing_addback_cl_te (struct lensing *ple, double *cl_te)
 
int lensing_lensed_cl_ee_bb (double *ksip, double *ksim, double **d22, double **d2m2, double *w8, int nmu, struct lensing *ple)
 
int lensing_addback_cl_ee_bb (struct lensing *ple, double *cl_ee, double *cl_bb)
 
int lensing_d00 (double *mu, int num_mu, int lmax, double **d00)
 
int lensing_d11 (double *mu, int num_mu, int lmax, double **d11)
 
int lensing_d1m1 (double *mu, int num_mu, int lmax, double **d1m1)
 
int lensing_d2m2 (double *mu, int num_mu, int lmax, double **d2m2)
 
int lensing_d22 (double *mu, int num_mu, int lmax, double **d22)
 
int lensing_d20 (double *mu, int num_mu, int lmax, double **d20)
 
int lensing_d31 (double *mu, int num_mu, int lmax, double **d31)
 
int lensing_d3m1 (double *mu, int num_mu, int lmax, double **d3m1)
 
int lensing_d3m3 (double *mu, int num_mu, int lmax, double **d3m3)
 
int lensing_d40 (double *mu, int num_mu, int lmax, double **d40)
 
int lensing_d4m2 (double *mu, int num_mu, int lmax, double **d4m2)
 
int lensing_d4m4 (double *mu, int num_mu, int lmax, double **d4m4)
 
-

Detailed Description

-

Documented lensing module

-

Simon Prunet and Julien Lesgourgues, 6.12.2010

-

This module computes the lensed temperature and polarization anisotropy power spectra $ C_l^{X}, P(k), ... $'s given the unlensed temperature, polarization and lensing potential spectra.

-

Follows Challinor and Lewis full-sky method, astro-ph/0502425

-

The following functions can be called from other modules:

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    -
  1. lensing_init() at the beginning (but after spectra_init())
  2. -
  3. lensing_cl_at_l() at any time for computing Cl_lensed at any l
  4. -
  5. lensing_free() at the end
  6. -
-

Function Documentation

- -

◆ lensing_cl_at_l()

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- - - - - - - - - - - - - - - - - - - - - - - - -
int lensing_cl_at_l (struct lensingple,
int l,
double * cl_lensed 
)
-
-

Anisotropy power spectra $ C_l$'s for all types, modes and initial conditions. SO FAR: ONLY SCALAR

-

This routine evaluates all the lensed $ C_l$'s at a given value of l by picking it in the pre-computed table. When relevant, it also sums over all initial conditions for each mode, and over all modes.

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This function can be called from whatever module at whatever time, provided that lensing_init() has been called before, and lensing_free() has not been called yet.

-
Parameters
- - - - -
pleInput: pointer to lensing structure
lInput: multipole number
cl_lensedOutput: lensed $ C_l$'s for all types (TT, TE, EE, etc..)
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-
Returns
the error status
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- -

◆ lensing_init()

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- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
int lensing_init (struct precisionppr,
struct perturbsppt,
struct spectrapsp,
struct nonlinearpnl,
struct lensingple 
)
-
-

This routine initializes the lensing structure (in particular, computes table of lensed anisotropy spectra $ C_l^{X} $)

-
Parameters
- - - - - - -
pprInput: pointer to precision structure
pptInput: pointer to perturbation structure (just in case, not used in current version...)
pspInput: pointer to spectra structure
pnlInput: pointer to nonlinear structure
pleOutput: pointer to initialized lensing structure
-
-
-
Returns
the error status
-

Summary:

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    -
  • Define local variables
  • -
  • check that we really want to compute at least one spectrum
  • -
  • initialize indices and allocate some of the arrays in the lensing structure
  • -
  • put all precision variables hare; will be stored later in precision structure
  • -
  • Last element in $ \mu $ will be for $ \mu=1 $, needed for sigma2. The rest will be chosen as roots of a Gauss-Legendre quadrature
  • -
  • allocate array of $ \mu $ values, as well as quadrature weights
  • -
  • Compute $ d^l_{mm'} (\mu) $
  • -
  • Allocate main contiguous buffer
  • -
  • compute $ Cgl(\mu)$, $ Cgl2(\mu) $ and sigma2( $\mu$)
  • -
  • Locally store unlensed temperature $ cl_{tt}$ and potential $ cl_{pp}$ spectra
  • -
  • Compute sigma2 $(\mu)$ and Cgl2( $\mu$)
  • -
  • compute ksi, ksi+, ksi-, ksiX
  • -
  • –> ksi is for TT
  • -
  • –> ksiX is for TE
  • -
  • –> ksip, ksim for EE, BB
  • -
  • compute lensed $ C_l$'s by integration
  • -
  • spline computed $ C_l$'s in view of interpolation
  • -
  • Free lots of stuff
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  • Exit
  • -
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◆ lensing_free()

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- - - - - - - - -
int lensing_free (struct lensingple)
-
-

This routine frees all the memory space allocated by lensing_init().

-

To be called at the end of each run, only when no further calls to lensing_cl_at_l() are needed.

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Parameters
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pleInput: pointer to lensing structure (which fields must be freed)
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Returns
the error status
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- -

◆ lensing_indices()

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- - - - - - - - - - - - - - - - - - - - - - - - -
int lensing_indices (struct precisionppr,
struct spectrapsp,
struct lensingple 
)
-
-

This routine defines indices and allocates tables in the lensing structure

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Parameters
- - - - -
pprInput: pointer to precision structure
pspInput: pointer to spectra structure
pleInput/output: pointer to lensing structure
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-
-
Returns
the error status
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- -

◆ lensing_lensed_cl_tt()

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- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
int lensing_lensed_cl_tt (double * ksi,
double ** d00,
double * w8,
int nmu,
struct lensingple 
)
-
-

This routine computes the lensed power spectra by Gaussian quadrature

-
Parameters
- - - - - - -
ksiInput: Lensed correlation function (ksi[index_mu])
d00Input: Legendre polynomials ( $ d^l_{00}$[l][index_mu])
w8Input: Legendre quadrature weights (w8[index_mu])
nmuInput: Number of quadrature points (0<=index_mu<=nmu)
pleInput/output: Pointer to the lensing structure
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-
-
Returns
the error status
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Integration by Gauss-Legendre quadrature.

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◆ lensing_addback_cl_tt()

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int lensing_addback_cl_tt (struct lensingple,
double * cl_tt 
)
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-

This routine adds back the unlensed $ cl_{tt}$ power spectrum Used in case of fast (and BB inaccurate) integration of correlation functions.

-
Parameters
- - - -
pleInput/output: Pointer to the lensing structure
cl_ttInput: Array of unlensed power spectrum
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Returns
the error status
- -
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- -

◆ lensing_lensed_cl_te()

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int lensing_lensed_cl_te (double * ksiX,
double ** d20,
double * w8,
int nmu,
struct lensingple 
)
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-

This routine computes the lensed power spectra by Gaussian quadrature

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Parameters
- - - - - - -
ksiXInput: Lensed correlation function (ksiX[index_mu])
d20Input: Wigner d-function ( $ d^l_{20}$[l][index_mu])
w8Input: Legendre quadrature weights (w8[index_mu])
nmuInput: Number of quadrature points (0<=index_mu<=nmu)
pleInput/output: Pointer to the lensing structure
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Returns
the error status
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Integration by Gauss-Legendre quadrature.

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◆ lensing_addback_cl_te()

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int lensing_addback_cl_te (struct lensingple,
double * cl_te 
)
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-

This routine adds back the unlensed $ cl_{te}$ power spectrum Used in case of fast (and BB inaccurate) integration of correlation functions.

-
Parameters
- - - -
pleInput/output: Pointer to the lensing structure
cl_teInput: Array of unlensed power spectrum
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Returns
the error status
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- -

◆ lensing_lensed_cl_ee_bb()

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int lensing_lensed_cl_ee_bb (double * ksip,
double * ksim,
double ** d22,
double ** d2m2,
double * w8,
int nmu,
struct lensingple 
)
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-

This routine computes the lensed power spectra by Gaussian quadrature

-
Parameters
- - - - - - - - -
ksipInput: Lensed correlation function (ksi+[index_mu])
ksimInput: Lensed correlation function (ksi-[index_mu])
d22Input: Wigner d-function ( $ d^l_{22}$[l][index_mu])
d2m2Input: Wigner d-function ( $ d^l_{2-2}$[l][index_mu])
w8Input: Legendre quadrature weights (w8[index_mu])
nmuInput: Number of quadrature points (0<=index_mu<=nmu)
pleInput/output: Pointer to the lensing structure
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Returns
the error status
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Integration by Gauss-Legendre quadrature.

- -
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◆ lensing_addback_cl_ee_bb()

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int lensing_addback_cl_ee_bb (struct lensingple,
double * cl_ee,
double * cl_bb 
)
-
-

This routine adds back the unlensed $ cl_{ee}$, $ cl_{bb}$ power spectra Used in case of fast (and BB inaccurate) integration of correlation functions.

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Parameters
- - - - -
pleInput/output: Pointer to the lensing structure
cl_eeInput: Array of unlensed power spectrum
cl_bbInput: Array of unlensed power spectrum
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Returns
the error status
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◆ lensing_d00()

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int lensing_d00 (double * mu,
int num_mu,
int lmax,
double ** d00 
)
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-

This routine computes the d00 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d00Input/output: Result is stored here
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d11()

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int lensing_d11 (double * mu,
int num_mu,
int lmax,
double ** d11 
)
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This routine computes the d11 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d11Input/output: Result is stored here
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d1m1()

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int lensing_d1m1 (double * mu,
int num_mu,
int lmax,
double ** d1m1 
)
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This routine computes the d1m1 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d1m1Input/output: Result is stored here
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d2m2()

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int lensing_d2m2 (double * mu,
int num_mu,
int lmax,
double ** d2m2 
)
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This routine computes the d2m2 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d2m2Input/output: Result is stored here
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d22()

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int lensing_d22 (double * mu,
int num_mu,
int lmax,
double ** d22 
)
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This routine computes the d22 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d22Input/output: Result is stored here
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d20()

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int lensing_d20 (double * mu,
int num_mu,
int lmax,
double ** d20 
)
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This routine computes the d20 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d20Input/output: Result is stored here
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d31()

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int lensing_d31 (double * mu,
int num_mu,
int lmax,
double ** d31 
)
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This routine computes the d31 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d31Input/output: Result is stored here
-
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d3m1()

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int lensing_d3m1 (double * mu,
int num_mu,
int lmax,
double ** d3m1 
)
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This routine computes the d3m1 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d3m1Input/output: Result is stored here
-
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d3m3()

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int lensing_d3m3 (double * mu,
int num_mu,
int lmax,
double ** d3m3 
)
-
-

This routine computes the d3m3 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d3m3Input/output: Result is stored here
-
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d40()

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int lensing_d40 (double * mu,
int num_mu,
int lmax,
double ** d40 
)
-
-

This routine computes the d40 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d40Input/output: Result is stored here
-
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Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d4m2()

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int lensing_d4m2 (double * mu,
int num_mu,
int lmax,
double ** d4m2 
)
-
-

This routine computes the d4m2 term

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Parameters
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muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d4m2Input/output: Result is stored here
-
-
-

Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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◆ lensing_d4m4()

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int lensing_d4m4 (double * mu,
int num_mu,
int lmax,
double ** d4m4 
)
-
-

This routine computes the d4m4 term

-
Parameters
- - - - - -
muInput: Vector of cos(beta) values
num_muInput: Number of cos(beta) values
lmaxInput: maximum multipole
d4m4Input/output: Result is stored here
-
-
-

Wigner d-functions, computed by recurrence actual recurrence on $ \sqrt{(2l+1)/2} d^l_{mm'} $ for stability Formulae from Kostelec & Rockmore 2003

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- - - - - - diff --git a/doc/manual/html/lensing_8c.js b/doc/manual/html/lensing_8c.js deleted file mode 100644 index ed16e999..00000000 --- a/doc/manual/html/lensing_8c.js +++ /dev/null @@ -1,25 +0,0 @@ -var lensing_8c = -[ - [ "lensing_cl_at_l", "lensing_8c.html#ac5710eca0f1143cd1ad7a204cbe4bae5", null ], - [ "lensing_init", "lensing_8c.html#a3b33ec98a680b47da64235ebf899439a", null ], - [ "lensing_free", "lensing_8c.html#a9cbf409f2b65914598cf452b51685dca", null ], - [ "lensing_indices", "lensing_8c.html#acbbfdaccd7ac5f9664ca39285784d043", null ], - [ "lensing_lensed_cl_tt", "lensing_8c.html#a3b21bddff38d4032ee147c49cc367fc8", null ], - [ "lensing_addback_cl_tt", "lensing_8c.html#a93c81c6537273acc4a4deb7573cde6af", null ], - [ "lensing_lensed_cl_te", "lensing_8c.html#a272cd58bf07556235aa5b95c734c276a", null ], - [ "lensing_addback_cl_te", "lensing_8c.html#a30167830b4708a0bc60abc6b9be81576", null ], - [ "lensing_lensed_cl_ee_bb", "lensing_8c.html#acf2e6f2c29828502953534af31aa7f34", null ], - 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lensing.h File Reference
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#include "spectra.h"
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Go to the source code of this file.

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-Data Structures

struct  lensing
 
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Detailed Description

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Documented includes for spectra module

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Data Structure Documentation

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◆ lensing

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struct lensing
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Structure containing everything about lensed spectra that other modules need to know.

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Once initialized by lensing_init(), contains a table of all lensed $ C_l$'s for the all modes (scalar/tensor), all types (TT, TE...), and all pairs of initial conditions (adiabatic, isocurvatures...). FOR THE MOMENT, ASSUME ONLY SCALAR & ADIABATIC

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Data Fields
-short -has_lensed_cls -

do we need to compute lensed $ C_l$'s at all ?

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-int -has_tt -

do we want lensed $ C_l^{TT}$? (T = temperature)

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-int -has_ee -

do we want lensed $ C_l^{EE}$? (E = E-polarization)

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-int -has_te -

do we want lensed $ C_l^{TE}$?

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-int -has_bb -

do we want $ C_l^{BB}$? (B = B-polarization)

-
-int -has_pp -

do we want $ C_l^{\phi\phi}$? ( $ \phi $ = CMB lensing potential)

-
-int -has_tp -

do we want $ C_l^{T\phi}$?

-
-int -has_dd -

do we want $ C_l^{dd}$? (d = matter density)

-
-int -has_td -

do we want $ C_l^{Td}$?

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-int -has_ll -

do we want $ C_l^{ll}$? (l = lensing potential)

-
-int -has_tl -

do we want $ C_l^{Tl}$?

-
-int -index_lt_tt -

index for type $ C_l^{TT} $

-
-int -index_lt_ee -

index for type $ C_l^{EE} $

-
-int -index_lt_te -

index for type $ C_l^{TE} $

-
-int -index_lt_bb -

index for type $ C_l^{BB} $

-
-int -index_lt_pp -

index for type $ C_l^{\phi\phi} $

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-int -index_lt_tp -

index for type $ C_l^{T\phi} $

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-int -index_lt_dd -

index for type $ C_l^{dd} $

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-int -index_lt_td -

index for type $ C_l^{Td} $

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-int -index_lt_ll -

index for type $ C_l^{dd} $

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-int -index_lt_tl -

index for type $ C_l^{Td} $

-
-int -lt_size -

number of $ C_l$ types requested

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-int -l_unlensed_max -

last multipole in all calculations (same as in spectra module)

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-int -l_lensed_max -

last multipole at which lensed spectra are computed

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-int -l_size -

number of l values

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-int * -l_max_lt -

last multipole (given as an input) at which we want to output $ C_l $'s for a given mode and type

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-double * -l -

table of multipole values l[index_l]

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-double * -cl_lens -

table of anisotropy spectra for each multipole and types, cl[index_l * ple->lt_size + index_lt]

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-double * -ddcl_lens -

second derivatives for interpolation

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-short -lensing_verbose -

flag regulating the amount of information sent to standard output (none if set to zero)

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-ErrorMsg -error_message -

zone for writing error messages

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CLASS MANUAL -
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lensing.h
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1 
3 #ifndef __LENSING__
4 #define __LENSING__
5 
6 #include "spectra.h"
7 
17 struct lensing {
18 
25 
29 
33 
34  int has_tt;
35  int has_ee;
36  int has_te;
37  int has_bb;
38  int has_pp;
39  int has_tp;
40  int has_dd;
41  int has_td;
42  int has_ll;
43  int has_tl;
56  int lt_size;
59 
63 
68  /* interpolable version: */
69 
70  int l_size;
72  int * l_max_lt;
75  double * l;
76  double * cl_lens;
80  double * ddcl_lens;
83 
87 
90  ErrorMsg error_message;
93 };
94 
95 /*************************************************************************************************************/
96 /* @cond INCLUDE_WITH_DOXYGEN */
97 /*
98  * Boilerplate for C++
99  */
100 #ifdef __cplusplus
101 extern "C" {
102 #endif
103 
104  int lensing_cl_at_l(
105  struct lensing * ple,
106  int l,
107  double * cl_lensed
108  );
109 
110  int lensing_init(
111  struct precision * ppr,
112  struct perturbs * ppt,
113  struct spectra * psp,
114  struct nonlinear * pnl,
115  struct lensing * ple
116  );
117 
118  int lensing_free(
119  struct lensing * ple
120  );
121 
122  int lensing_indices(
123  struct precision * ppr,
124  struct spectra * psp,
125  struct lensing * ple
126  );
127 
129  double *ksi,
130  double **d00,
131  double *w8,
132  int nmu,
133  struct lensing * ple
134  );
135 
137  double *ksiX,
138  double **d20,
139  double *w8,
140  int nmu,
141  struct lensing * ple
142  );
143 
145  double *ksip,
146  double *ksim,
147  double **d22,
148  double **d2m2,
149  double *w8,
150  int nmu,
151  struct lensing * ple
152  );
154  struct lensing *ple,
155  double *cl_tt
156  );
157 
159  struct lensing *ple,
160  double *cl_te
161  );
162 
164  struct lensing *ple,
165  double *cl_ee,
166  double *cl_bb
167  );
168 
169 
170  int lensing_X000(
171  double * mu,
172  int num_mu,
173  int lmax,
174  double * sigma2,
175  double ** X000
176  );
177 
178  int lensing_Xp000(
179  double * mu,
180  int num_mu,
181  int lmax,
182  double * sigma2,
183  double ** Xp000
184  );
185 
186  int lensing_X220(
187  double * mu,
188  int num_mu,
189  int lmax,
190  double * sigma2,
191  double ** X220
192  );
193 
194  int lensing_X022(
195  double * mu,
196  int num_mu,
197  int lmax,
198  double * sigma2,
199  double ** X022
200  );
201 
202  int lensing_Xp022(
203  double * mu,
204  int num_mu,
205  int lmax,
206  double * sigma2,
207  double ** Xp022
208  );
209 
210  int lensing_X121(
211  double * mu,
212  int num_mu,
213  int lmax,
214  double * sigma2,
215  double ** X121
216  );
217 
218  int lensing_X132(
219  double * mu,
220  int num_mu,
221  int lmax,
222  double * sigma2,
223  double ** X132
224  );
225 
226  int lensing_X242(
227  double * mu,
228  int num_mu,
229  int lmax,
230  double * sigma2,
231  double ** X242
232  );
233 
234  int lensing_d00(
235  double * mu,
236  int num_mu,
237  int lmax,
238  double ** d00
239  );
240 
241  int lensing_d11(
242  double * mu,
243  int num_mu,
244  int lmax,
245  double ** d11
246  );
247 
248  int lensing_d1m1(
249  double * mu,
250  int num_mu,
251  int lmax,
252  double ** d1m1
253  );
254 
255  int lensing_d2m2(
256  double * mu,
257  int num_mu,
258  int lmax,
259  double ** d2m2
260  );
261 
262  int lensing_d22(
263  double * mu,
264  int num_mu,
265  int lmax,
266  double ** d22
267  );
268 
269  int lensing_d20(
270  double * mu,
271  int num_mu,
272  int lmax,
273  double ** d20
274  );
275 
276  int lensing_d31(
277  double * mu,
278  int num_mu,
279  int lmax,
280  double ** d3m1
281  );
282 
283  int lensing_d3m1(
284  double * mu,
285  int num_mu,
286  int lmax,
287  double ** d3m1
288  );
289 
290  int lensing_d3m3(
291  double * mu,
292  int num_mu,
293  int lmax,
294  double ** d3m3
295  );
296 
297  int lensing_d40(
298  double * mu,
299  int num_mu,
300  int lmax,
301  double ** d40
302  );
303 
304  int lensing_d4m2(
305  double * mu,
306  int num_mu,
307  int lmax,
308  double ** d4m2
309  );
310 
311  int lensing_d4m4(
312  double * mu,
313  int num_mu,
314  int lmax,
315  double ** d4m4
316  );
317 
318 #ifdef __cplusplus
319 }
320 #endif
321 
322 #endif
323 /* @endcond */
short lensing_verbose
Definition: lensing.h:88
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int lensing_init(struct precision *ppr, struct perturbs *ppt, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple)
Definition: lensing.c:84
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int lensing_d00(double *mu, int num_mu, int lmax, double **d00)
Definition: lensing.c:1242
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double * l
Definition: lensing.h:75
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int has_td
Definition: lensing.h:41
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int lensing_addback_cl_te(struct lensing *ple, double *cl_te)
Definition: lensing.c:1143
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int lensing_lensed_cl_te(double *ksiX, double **d20, double *w8, int nmu, struct lensing *ple)
Definition: lensing.c:1105
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int index_lt_te
Definition: lensing.h:47
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int lensing_d1m1(double *mu, int num_mu, int lmax, double **d1m1)
Definition: lensing.c:1356
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Definition: lensing.h:17
-
Definition: spectra.h:17
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int lensing_addback_cl_ee_bb(struct lensing *ple, double *cl_ee, double *cl_bb)
Definition: lensing.c:1213
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Definition: perturbations.h:95
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short has_lensed_cls
Definition: lensing.h:26
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int has_ll
Definition: lensing.h:42
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int has_tt
Definition: lensing.h:34
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int lensing_d11(double *mu, int num_mu, int lmax, double **d11)
Definition: lensing.c:1299
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int has_ee
Definition: lensing.h:35
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int has_bb
Definition: lensing.h:37
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double * ddcl_lens
Definition: lensing.h:80
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int index_lt_ee
Definition: lensing.h:46
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int lensing_d40(double *mu, int num_mu, int lmax, double **d40)
Definition: lensing.c:1756
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int lensing_d3m1(double *mu, int num_mu, int lmax, double **d3m1)
Definition: lensing.c:1640
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int index_lt_bb
Definition: lensing.h:48
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int lensing_d4m2(double *mu, int num_mu, int lmax, double **d4m2)
Definition: lensing.c:1813
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int has_te
Definition: lensing.h:36
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int lensing_d3m3(double *mu, int num_mu, int lmax, double **d3m3)
Definition: lensing.c:1698
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int lensing_free(struct lensing *ple)
Definition: lensing.c:803
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int * l_max_lt
Definition: lensing.h:72
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int index_lt_pp
Definition: lensing.h:49
-
int lensing_addback_cl_tt(struct lensing *ple, double *cl_tt)
Definition: lensing.c:1080
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double * cl_lens
Definition: lensing.h:76
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int l_lensed_max
Definition: lensing.h:66
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int index_lt_tt
Definition: lensing.h:45
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int index_lt_dd
Definition: lensing.h:51
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int has_tl
Definition: lensing.h:43
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int lensing_lensed_cl_tt(double *ksi, double **d00, double *w8, int nmu, struct lensing *ple)
Definition: lensing.c:1042
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int lt_size
Definition: lensing.h:56
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int has_pp
Definition: lensing.h:38
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int lensing_lensed_cl_ee_bb(double *ksip, double *ksim, double **d22, double **d2m2, double *w8, int nmu, struct lensing *ple)
Definition: lensing.c:1170
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int l_size
Definition: lensing.h:70
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int has_tp
Definition: lensing.h:39
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int lensing_d2m2(double *mu, int num_mu, int lmax, double **d2m2)
Definition: lensing.c:1413
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int index_lt_tp
Definition: lensing.h:50
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int lensing_indices(struct precision *ppr, struct spectra *psp, struct lensing *ple)
Definition: lensing.c:829
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int index_lt_tl
Definition: lensing.h:54
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int has_dd
Definition: lensing.h:40
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int lensing_d22(double *mu, int num_mu, int lmax, double **d22)
Definition: lensing.c:1470
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int lensing_d31(double *mu, int num_mu, int lmax, double **d31)
Definition: lensing.c:1582
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int index_lt_td
Definition: lensing.h:52
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int index_lt_ll
Definition: lensing.h:53
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int lensing_d20(double *mu, int num_mu, int lmax, double **d20)
Definition: lensing.c:1527
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Definition: common.h:345
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int l_unlensed_max
Definition: lensing.h:64
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int lensing_d4m4(double *mu, int num_mu, int lmax, double **d4m4)
Definition: lensing.c:1872
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int lensing_cl_at_l(struct lensing *ple, int l, double *cl_lensed)
Definition: lensing.c:39
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ErrorMsg error_message
Definition: lensing.h:90
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Definition: nonlinear.h:21
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- - - - diff --git a/doc/manual/html/lensing_8h_structlensing.js b/doc/manual/html/lensing_8h_structlensing.js deleted file mode 100644 index d3387770..00000000 --- a/doc/manual/html/lensing_8h_structlensing.js +++ /dev/null @@ -1,34 +0,0 @@ -var lensing_8h_structlensing = -[ - [ "has_lensed_cls", "lensing_8h.html#ae26244b4a356df2ac432dbbd2a1860f3", null ], - [ "has_tt", "lensing_8h.html#a0dc88f938ae752059a638ad83a351987", null ], - [ "has_ee", "lensing_8h.html#a6c9bdc11a537514889967c770da62454", null ], - [ "has_te", "lensing_8h.html#a07010b7121450b62d4d5831306524d55", null ], - [ "has_bb", "lensing_8h.html#a3376eecdeb0890aa641d75537eddb8ec", null ], - [ "has_pp", "lensing_8h.html#acc4fa5ed870629b5316a8db955633a58", null ], - [ "has_tp", "lensing_8h.html#ab36938c722105e517f0e7b54d188cd0b", null ], - [ "has_dd", "lensing_8h.html#a8272d8d201b4359ee991580d82c8f5d2", null ], - [ "has_td", "lensing_8h.html#a02347a6282806a07febdf60beeaf3867", null ], - [ "has_ll", "lensing_8h.html#afa2e2c2454a5709b4f138bb2a0918b69", null ], - [ "has_tl", "lensing_8h.html#a8fb9290e3e7fc434f1dd8280ff26b940", null ], - [ "index_lt_tt", "lensing_8h.html#a49ee95997f34edd81965f2a6a0832b29", null ], - [ "index_lt_ee", "lensing_8h.html#a9d18f475d810e3b2cc06565f4e6e8fcc", null ], - [ "index_lt_te", "lensing_8h.html#a3b53da5a740368c36e797026898a0885", null ], - [ "index_lt_bb", "lensing_8h.html#aad717db8e3fb90861386661b544566e2", null ], - [ "index_lt_pp", "lensing_8h.html#ad355d99091371c078d6410a2807cb046", null ], - [ "index_lt_tp", "lensing_8h.html#a8ab43d19ed6b15ae77dac5ad04d41648", null ], - [ "index_lt_dd", "lensing_8h.html#a23ae6d7191c915d65035ec33ad950ebe", null ], - [ "index_lt_td", "lensing_8h.html#a24b997d7f7d7b2d04a32d19b2aa2a52d", null ], - [ "index_lt_ll", "lensing_8h.html#a7cded4ce178f745f2186b9165d4f4c0d", null ], - [ "index_lt_tl", "lensing_8h.html#a9f165327a081698b2b0791eb600d398e", null ], - [ "lt_size", "lensing_8h.html#aa9ad0daf319c47e96f8830fedf682afd", null ], - [ "l_unlensed_max", "lensing_8h.html#adfe9236af20f4ee1c3836cbfcd7aae3b", null ], - [ "l_lensed_max", "lensing_8h.html#af0af1fc9b860d9077686bea4717c7113", null ], - [ "l_size", "lensing_8h.html#a1f1c98d553499b30adedbb623b69bfa1", null ], - [ "l_max_lt", "lensing_8h.html#a92589138597145c2e311e3ecb18d7580", null ], - [ "l", "lensing_8h.html#a515aa9ec5555b0f9ab5b43b0bf4b65aa", null ], - [ "cl_lens", "lensing_8h.html#acc56a1d7a46570f79ba64abc1a6f8d63", null ], - [ "ddcl_lens", "lensing_8h.html#a9f78b598f39844238cb8b1c1fab969db", null ], - [ "lensing_verbose", "lensing_8h.html#a719645bb169b370108150f591a4d93e5", null ], - [ "error_message", "lensing_8h.html#a49b1b8ff165b21d6a2a34287a7f241d8", null ] -]; \ No newline at end of file diff --git a/doc/manual/html/md__Users_lesgourg_OwnCloud_documents_codes_ClassProject_class_external_Pk_README.html b/doc/manual/html/md__Users_lesgourg_OwnCloud_documents_codes_ClassProject_class_external_Pk_README.html deleted file mode 100644 index 2d409013..00000000 --- a/doc/manual/html/md__Users_lesgourg_OwnCloud_documents_codes_ClassProject_class_external_Pk_README.html +++ /dev/null @@ -1,147 +0,0 @@ - - - - - - - -CLASS MANUAL: The `external_Pk` mode - - - - - - - - - - - - - - -
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CLASS MANUAL -
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The `external_Pk` mode
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  • Author: Jesus Torrado (torradocacho [@] lorentz.leidenuniv.nl)
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  • Date: 2013-12-20
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Introduction

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This mode allows for an arbitrary primordial spectrum P(k) to be calculated by an external command and passed to CLASS. That external command may be anything that can be run in the shell: a python script, some compiled C or Fortran code... This command is executed from within CLASS, and CLASS is able to pass it a number of parameters defining the spectrum (an amplitude, a tilt...). Those parameters can be used in a Markov chain search performed by MontePython.

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This mode includes the simple case of a precomputed primordial spectrum stored in a text file. In that case, the cat shell command will do the trick (see below).

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Currently, scalar and tensor spectra of perturbations of adiabatic modes are supported.

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Use case #1: reading the spectrum from a table

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In this case, say the file with the table is called spectrum.txt, located under /path/to, simply include in the .ini file

command = cat path/to/spectrum.txt
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It is necessary that 1st 4 characters are exactly cat.

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Use case #2: getting the spectrum from an external command

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Here an external command is called to generate the spectrum; it may be some compiled C or Fortran code, a python script... This command may be passed up to 10 floating point arguments, named custom1 to custom10, which are assigned values inside the .ini file of CLASS. The command parameter would look like

command = /path/to/example.py
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if it starts with #/usr/bin/python, otherwise

command = python /path/to/example.py
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As an example of the 1st use case, one may use the included script generate_Pk_example.py, which implements a single-field slow-roll spectrum without running, and takes 3 arguments:

    -
  • custom1 – the pivot scale (k_0 = 0.05 1/Mpc for Planck).
  • -
  • custom2 – the amplitude of the scalar power spectrum.
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  • custom3 – the scalar spectral index.
  • -
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In order to use it, the following lines must be present in the parameter file:

P_k_ini type = external_Pk
-command = /path/to/CLASS/external_Pk/generate_Pk_example.py
-custom1 = 0.05
-custom2 = 2.2e-9
-custom3 = 1.
-

Defined or not (in that case, 0-valued), parameters from custom4 to custom10 will be passed to the example script, which should ignore them. In this case, CLASS will run in the shell the command

/path/to/CLASS/external_Pk/generate_Pk_example.py 0.05 2.2e-9 1. 0 0 0 0 0 0 0
-

If CLASS fails to run the command, try to do it directly yourself by hand, using exactly the same string that was given in command.

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Output of the command / format of the table

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The command must generate an output separated into lines, each containing a tuple (k, P(k)). The following requirements must be fulfilled:

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  • Each line must contain 2 (3, if tensors) floating point numbers: k (in 1/Mpc units) and P_s(k) (and P_t(k), if tensors), separated by any number of spaces or tabs. The numbers can be in scientific notation, e.g. 1.4e-3.
  • -
  • The lines must be sorted in increasing values of k.
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  • There must be at least two points (k, P(k)) before and after the interval of k requested by CLASS, in order not to introduce unnecessary interpolation error. Otherwise, an error will be raised. In most of the cases, generating the spectrum between 1e-6 and 1 1/Mpc should be more than enough.
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Precision

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This implementation properly handles double-precision floating point numbers (i.e. about 17 significant figures), both for the input parameters of the command and for the output of the command (or the table).

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The sampling of k given by the command (or table) is preserved to be used internally by CLASS. It must be fine enough a sampling to clearly show the features of the spectrum. The best way to test this is to plot the output/table and check it with the naked eye.

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Another thing to have in mind arises at the time of convolving with the transfer functions. Two precision parameters are implied: the sampling of k in the integral, given by k_step_trans, and the sampling of the transfer functions in l, given by l_logstep and l_linstep. In general, it will be enough to reduce the values of the first and the third parameters. A good start is to give them rather small values, say k_step_trans=0.01 and l_linstep=1, and to increase them slowly until the point at which the effect of increasing them gets noticeable.

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Parameter fit with MontePython

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(MontePython)[http://montepython.net/] is able to interact with the external_Pk mode transparently, using the custom parameters in an MCMC fit. One must just add the appropriate lines to the input file of MontePython. For our example, if we wanted to fit the amplitude and spectral index of the primordial spectrum, it would be:

data.cosmo_arguments['P_k_ini type'] = 'external_Pk'
-data.cosmo_arguments['command'] = '/path/to/CLASS/external_Pk/generate_Pk_example.py'
-data.cosmo_arguments['custom1'] = 0.05                                   # k_pivot
-data.parameters['custom2']      = [ 2.2,  0, -1,  0.055, 1.e-9, 'cosmo'] # A_s
-data.parameters['custom3']      = [  1.,  0, -1, 0.0074,     1, 'cosmo'] # n_s
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Notice that since in our case custom1 represents the pivot scale, it is passed as a (non-varying) argument, instead of as a (varying) parameter.

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In this case, one would not include the corresponding lines for the primordial parameters of CLASS: k_pivot, A_s, n_s, alpha_s, etc. They would simply be ignored.

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Limitations

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  • So far, this mode cannot handle vector perturbations, nor isocurvature initial conditions.
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  • The external script knows nothing about the rest of the CLASS parameters, so if it needs, e.g., k_pivot, it should be either hard coded, or its value passed as one of the custom parameters.
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The `external_Pk` mode
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  • Author: Jesus Torrado (torradocacho [@] lorentz.leidenuniv.nl)
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  • Date: 2013-12-20
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Introduction

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This mode allows for an arbitrary primordial spectrum P(k) to be calculated by an external command and passed to CLASS. That external command may be anything that can be run in the shell: a python script, some compiled C or Fortran code... This command is executed from within CLASS, and CLASS is able to pass it a number of parameters defining the spectrum (an amplitude, a tilt...). Those parameters can be used in a Markov chain search performed by MontePython.

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This mode includes the simple case of a precomputed primordial spectrum stored in a text file. In that case, the cat shell command will do the trick (see below).

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Currently, scalar and tensor spectra of perturbations of adiabatic modes are supported.

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Use case #1: reading the spectrum from a table

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In this case, say the file with the table is called spectrum.txt, located under /path/to, simply include in the .ini file

command = cat path/to/spectrum.txt
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It is necessary that 1st 4 characters are exactly cat.

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Use case #2: getting the spectrum from an external command

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Here an external command is called to generate the spectrum; it may be some compiled C or Fortran code, a python script... This command may be passed up to 10 floating point arguments, named custom1 to custom10, which are assigned values inside the .ini file of CLASS. The command parameter would look like

command = /path/to/example.py
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if it starts with #/usr/bin/python, otherwise

command = python /path/to/example.py
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As an example of the 1st use case, one may use the included script generate_Pk_example.py, which implements a single-field slow-roll spectrum without running, and takes 3 arguments:

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  • custom1 – the pivot scale (k_0 = 0.05 1/Mpc for Planck).
  • -
  • custom2 – the amplitude of the scalar power spectrum.
  • -
  • custom3 – the scalar spectral index.
  • -
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In order to use it, the following lines must be present in the parameter file:

P_k_ini type = external_Pk
-command = /path/to/CLASS/external_Pk/generate_Pk_example.py
-custom1 = 0.05
-custom2 = 2.2e-9
-custom3 = 1.
-

Defined or not (in that case, 0-valued), parameters from custom4 to custom10 will be passed to the example script, which should ignore them. In this case, CLASS will run in the shell the command

/path/to/CLASS/external_Pk/generate_Pk_example.py 0.05 2.2e-9 1. 0 0 0 0 0 0 0
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If CLASS fails to run the command, try to do it directly yourself by hand, using exactly the same string that was given in command.

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Output of the command / format of the table

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The command must generate an output separated into lines, each containing a tuple (k, P(k)). The following requirements must be fulfilled:

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    -
  • Each line must contain 2 (3, if tensors) floating point numbers: k (in 1/Mpc units) and P_s(k) (and P_t(k), if tensors), separated by any number of spaces or tabs. The numbers can be in scientific notation, e.g. 1.4e-3.
  • -
  • The lines must be sorted in increasing values of k.
  • -
  • There must be at least two points (k, P(k)) before and after the interval of k requested by CLASS, in order not to introduce unnecessary interpolation error. Otherwise, an error will be raised. In most of the cases, generating the spectrum between 1e-6 and 1 1/Mpc should be more than enough.
  • -
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Precision

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This implementation properly handles double-precision floating point numbers (i.e. about 17 significant figures), both for the input parameters of the command and for the output of the command (or the table).

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The sampling of k given by the command (or table) is preserved to be used internally by CLASS. It must be fine enough a sampling to clearly show the features of the spectrum. The best way to test this is to plot the output/table and check it with the naked eye.

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Another thing to have in mind arises at the time of convolving with the transfer functions. Two precision parameters are implied: the sampling of k in the integral, given by k_step_trans, and the sampling of the transfer functions in l, given by l_logstep and l_linstep. In general, it will be enough to reduce the values of the first and the third parameters. A good start is to give them rather small values, say k_step_trans=0.01 and l_linstep=1, and to increase them slowly until the point at which the effect of increasing them gets noticeable.

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Parameter fit with MontePython

-

(MontePython)[http://montepython.net/] is able to interact with the external_Pk mode transparently, using the custom parameters in an MCMC fit. One must just add the appropriate lines to the input file of MontePython. For our example, if we wanted to fit the amplitude and spectral index of the primordial spectrum, it would be:

data.cosmo_arguments['P_k_ini type'] = 'external_Pk'
-data.cosmo_arguments['command'] = '/path/to/CLASS/external_Pk/generate_Pk_example.py'
-data.cosmo_arguments['custom1'] = 0.05                                   # k_pivot
-data.parameters['custom2']      = [ 2.2,  0, -1,  0.055, 1.e-9, 'cosmo'] # A_s
-data.parameters['custom3']      = [  1.,  0, -1, 0.0074,     1, 'cosmo'] # n_s
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Notice that since in our case custom1 represents the pivot scale, it is passed as a (non-varying) argument, instead of as a (varying) parameter.

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In this case, one would not include the corresponding lines for the primordial parameters of CLASS: k_pivot, A_s, n_s, alpha_s, etc. They would simply be ignored.

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Limitations

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  • So far, this mode cannot handle vector perturbations, nor isocurvature initial conditions.
  • -
  • The external script knows nothing about the rest of the CLASS parameters, so if it needs, e.g., k_pivot, it should be either hard coded, or its value passed as one of the custom parameters.
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Where to find information and documentation on CLASS?
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Author: Julien Lesgourgues

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  • For what the code can actually compute: all possible input parameters, all coded cosmological models, all functionalities, all observables, etc.: read the file explanatory.ini in the main CLASS directory: it is THE reference file where we keep track of all possible input and the definition of all input parameters. For that reason we recommend to leave it always unchanged and to work with copies of it, or with short input files written from scratch.
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  • For the structure, style, and concrete aspects of the code: this documentation, especially the CLASS overview chapter (the extensive automatically-generated part of this documentation is more for advanced users); plus the slides of our CLASS lectures, for instance those from Tokyo 2014 available at

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    http://lesgourg.github.io/class-tour-Tokyo.html

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    or the more recent and concise summary from the Narbonne 2016 lecture available at

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    http://lesgourg.github.io/class-tour/Narbonne.pdf

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    An updated overview of available CLASS lecture slides is always available at

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    http://lesgourg.github.io/courses.html

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    in the section Courses on numerical tools.

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  • For the python wrapper of CLASS: at the moment, the best are the last slides (pages 75-96) of the Narbonne 2016 lectures

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    http://lesgourg.github.io/class-tour/Narbonne.pdf

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    Later we will expand the wrapper documentation with a dedicated chapter here.

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  • -
  • For the physics and equations used in the code: mainly, the following papers:

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    • Cosmological perturbation theory in the synchronous and conformal Newtonian gauges

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      C. P. Ma and E. Bertschinger.

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      http://arxiv.org/abs/astro-ph/9506072

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      10.1086/176550

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      Astrophys. J. 455, 7 (1995)

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    • The Cosmic Linear Anisotropy Solving System (CLASS) II: Approximation schemes

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      D. Blas, J. Lesgourgues and T. Tram.

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      http://arxiv.org/abs/1104.2933 [astro-ph.CO]

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      10.1088/1475-7516/2011/07/034

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      JCAP 1107, 034 (2011)

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    • The Cosmic Linear Anisotropy Solving System (CLASS) IV: efficient implementation of non-cold relics

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      J. Lesgourgues and T. Tram.

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      http://arxiv.org/abs/1104.2935 [astro-ph.CO]

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      10.1088/1475-7516/2011/09/032

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      JCAP 1109, 032 (2011)

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    • Optimal polarisation equations in FLRW universes

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      T. Tram and J. Lesgourgues.

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      http://arxiv.org/abs/1305.3261 [astro-ph.CO]

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      10.1088/1475-7516/2013/10/002

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      JCAP 1310, 002 (2013)

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    • Fast and accurate CMB computations in non-flat FLRW universes

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      J. Lesgourgues and T. Tram.

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      http://arxiv.org/abs/1312.2697 [astro-ph.CO]

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      10.1088/1475-7516/2014/09/032

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      JCAP 1409, no. 09, 032 (2014)

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    • The CLASSgal code for Relativistic Cosmological Large Scale Structure

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      E. Di Dio, F. Montanari, J. Lesgourgues and R. Durrer.

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      http://arxiv.org/abs/1307.1459 [astro-ph.CO]

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      10.1088/1475-7516/2013/11/044

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      JCAP 1311, 044 (2013)

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    plus also some latex notes on specific sectors:

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CLASS overview (architecture, input/output, general principles)
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Author: Julien Lesgourgues

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Overall architecture of class

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Files and directories

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After downloading CLASS, one can see the following files in the root directory contains:

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  • some example of input files, the most important being explanatory.ini. a reference input file containing all possible flags, options and physical input parameters. While this documentation explains the structure and use of the code, explanatory.ini can be seen as the physical documentation of CLASS. The other input file are alternative parameter input files (ending with .ini) and precision input files (ending with .pre)
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  • the Makefile, with which you can compile the code by typing make clean; make; this will create the executable class and some binary files in the directory build/. The Makefile contains other compilation options that you can view inside the file.
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  • CPU.py is a python script designed for plotting the CLASS output; for documentation type python CPU.py --help
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  • plot_CLASS_output.m is the counterpart of CPU.py for MatLab
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  • there are other input files for various applications: an example of a non-cold dark matter distribution functions (psd_FD_single.dat), and examples of evolution and selection functions for galaxy number count observables (myevolution.dat, myselection.dat).
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Other files are split between the following directories:

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  • source/ contains the C files for each CLASS module, i.e. each block containing some part of the physical equations and logic of the Boltzmann code.
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  • tools/ contains purely numerical algorithms, applicable in any context: integrators, simple manipulation of arrays (derivation, integration, interpolation), Bessel function calculation, quadrature algorithms, parser, etc.
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  • main/ contains the main module class.c with the main routine class(...), to be used in interactive runs (but not necessarily when the code is interfaced with other ones).
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  • test/ contains alternative main routines which can be used to run only some part of the code, to test its accuracy, to illustrate how it can be interfaced with other codes, etc.
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  • include/ contains all the include files with a .h suffix.
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  • output/ is where the output files will be written by default (this can be changed to another directory by adjusting the input parameter root = <...>)
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  • python/ contains the python wrapper of CLASS, called classy (see python/README)
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  • cpp/ contains the C++ wrapper of CLASS, called ClassEngine (see cpp/README)
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  • doc/ contains the automatic documentation (manual and input files required to build it)
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  • external_Pk/ contains examples of external codes that can be used to generate the primordial spectrum and be interfaced with CLASS, when one of the many options already built inside the code are not sufficient.
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  • bbn/ contains interpolation tables produced by BBN codes, in order to predict e.g. $ Y_\mathrm{He}(\omega_b, \Delta N_\mathrm{eff})$.
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  • hyrec/ contains the recombination code HyRec of Yacine Ali-Haimoud and Chris Hirata, that can be used as an alternative to the built-in Recfast (using the input parameter recombination = <...>).
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The ten-module backbone

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Ten tasks

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The purpose of class consists in computing some background quantities, thermodynamical quantities, perturbation transfer functions, and finally 2-point statistics (power spectra) for a given set of cosmological parameters. This task can be decomposed in few steps or modules:

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  1. set input parameter values.
  2. -
  3. compute the evolution of cosmological background quantities.
  4. -
  5. compute the evolution of thermodynamical quantities (ionization fractions, etc.)
  6. -
  7. compute the evolution of source functions $S(k,\tau)$ (by integrating over all perturbations).
  8. -
  9. compute the primordial spectra.
  10. -
  11. eventually, compute non-linear corrections at small redshift/large wavenumber.
  12. -
  13. compute transfer functions in harmonic space $\Delta_l(k)$ (unless one needs only Fourier spectra $P(k)$'s and no harmonic spectra $C_l$'s).
  14. -
  15. compute the observable power spectra $C_l$'s (by convolving the primordial spectra and the harmonic transfer functions) and/or $P(k)$'s (by multiplying the primordial spectra and the appropriate source functions $S(k,\tau)$).
  16. -
  17. eventually, compute the lensed CMB spectra (using second-order perturbation theory)
  18. -
  19. write results in files (when CLASS is used interactively. The python wrapper does not go through this step, after 1.-9. it just keeps the output stored internally).
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Ten structures

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In class, each of these steps is associated with a structure:

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  1. struct precision for input precision parameters (input physical parameters are dispatched among the other structures listed below)
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  3. struct background for cosmological background,
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  5. struct thermo for thermodynamics,
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  7. struct perturbs for source functions,
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  9. struct primordial for primordial spectra,
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  11. struct nonlinear for nonlinear corrections,
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  13. struct transfers for transfer functions,
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  15. struct spectra for observable spectra,
  16. -
  17. struct lensing for lensed CMB spectra,
  18. -
  19. struct output for auxiliary variable describing the output format.
  20. -
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A given structure contains "everything concerning one step that the -subsequent steps need to know" (for instance, struct perturbs contains everything about source functions that the transfer module needs to know). In particular, each structure contains one array of tabulated values (for struct background, background quantities as a function of time, for struct thermo, thermodynamical quantities as a function of redshift, for struct perturbs, sources $S(k, \tau)$, etc.). It also contains information about the size of this array and the value of the index of each physical quantity, so that the table can be easily read and interpolated. Finally, it contains any derived quantity that other modules might need to know. Hence, the communication from one module A to another module B consists in passing a pointer to the structure filled by A, and nothing else.

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All "precision parameters" are grouped in the single structure struct precision. The code contains no other arbitrary numerical coefficient.

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Ten modules

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Each structure is defined and filled in one of the following modules (and precisely in the order below):

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  1. input.c
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  3. background.c
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  5. thermodynamics.c
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  7. perturbations.c
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  9. primordial.c
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  11. nonlinear.c
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  13. transfer.c
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  15. spectra.c
  16. -
  17. lensing.c
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  19. output.c
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Each of these modules contains at least three functions:

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where module is one of input, background, thermodynamics, perturb, primordial, nonlinear, transfer, spectra, lensing, output.

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The first function allocates and fills each structure. This can be done provided that the previous structures in the hierarchy have been already allocated and filled. In summary, calling one of module_init(...) amounts in solving entirely one of the steps 1 to 10.

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The second function deallocates the fields of each structure. This can be done optionally at the end of the code (or, when the code is embedded in a sampler, this must be done between each execution of class, and especially before calling module_init(...) again with different input parameters).

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The third function is able to interpolate the pre-computed tables. For instance, background_init() fills a table of background quantities for discrete values of conformal time $\tau$, but background_at_tau(tau, * values) will return these values for any arbitrary $\tau$.

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Note that functions of the type module_something_at_somevalue are the only ones which are called from another module, while functions of the type module_init(...) and module_free(...) are the only one called by the main executable. All other functions are for internal use in each module.

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When writing a C code, the ordering of the functions in the *.c file is in principle arbitrary. However, for the sake of clarity, we always respected the following order in each CLASS module:

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  1. all functions that may be called by other modules, i.e. "external functions", usually named like module_something_at_somevalue(...)
  2. -
  3. then, module_init(...)
  4. -
  5. then, module_free()
  6. -
  7. then, all functions used only internally by the module
  8. -
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The main() function(s)

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The main.c file

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The main executable of class is the function main() located in the file main/main.c. This function consist only in the following lines (not including comments and error-management lines explained later):

main() {
- struct precision pr;
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- struct background ba;
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- struct thermo th;
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- struct perturbs pt;
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- struct primordial pm;
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- struct nonlinear nl;
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- struct transfers tr;
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- struct spectra sp;
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- struct lensing le;
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- struct output op;
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- input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,errmsg);
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- background_init(&pr,&ba);
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- thermodynamics_init(&pr,&ba,&th);
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- perturb_init(&pr,&ba,&th,&pt);
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- primordial_init(&pr,&pt,&pm);
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- nonlinear_init(&pr,&ba,&th,&pt,&pm,&nl);
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- transfer_init(&pr,&ba,&th,&pt,&nl,&tr);
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- spectra_init(&pr,&ba,&pt,&pm,&nl,&tr,&sp);
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- lensing_init(&pr,&pt,&sp,&nl,&le);
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- output_init(&ba,&th,&pt,&pm,&tr,&sp,&nl,&le,&op)
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- /****** done ******/
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- lensing_free(&le);
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We can come back on the role of each argument. The arguments above are all pointers to the 10 structures of the code, excepted argc, argv which contains the input files passed by the user, and errmsg which contains the output error message of the input module (error management will be described below).

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input_init_from_arguments needs all structures, because it will set the precision parameters inside the precision structure, and the physical parameters in some fields of the respective other structures. For instance, an input parameter relevant for the primordial spectrum calculation (like the tilt $n_s$) will be stored in the primordial structure. Hence, in input_init_from_arguments, all structures can be seen as output arguments.

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Other module_init() functions typically need all previous structures, which contain the result of the previous modules, plus its own structures, which contain some relevant input parameters before the function is called, as well as all the result form the module when the function has been executed. Hence all passed structures can be seen as input argument, excepted the last one which is both input and output. An example is perturb_init(&pr,&ba,&th,&pt).

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Each function module_init() does not need all previous structures, it happens that a module does not depend on a all previous one. For instance, the primordial module does not need information on the background and thermodynamics evolution in order to compute the primordial spectra, so the dependency is reduced: primordial_init(&pr,&pt,&pm).

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Each function module_init() only deallocates arrays defined in the structure of their own module, so they need only their own structure as argument. (This is possible because all structures are self-contained, in the sense that when the structure contains an allocated array, it also contains the size of this array). The first and last module, input and output, have no input_free() or output_free() functions, because the structures precision and output do not contain arrays that would need to be de-allocated after the execution of the module.

-

The test_<...>.c files

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For a given purpose, somebody could only be interested in the intermediate steps (only background quantities, only the thermodynamics, only the perturbations and sources, etc.) It is then straightforward to truncate the full hierarchy of modules 1, ... 10 at some arbitrary order. We provide several "reduced executables" achieving precisely this. They are located in test/test_module_.c (like, for instance, test/test_perturbations.c) and they can be complied using the Makefile, which contains the appropriate commands and definitions (for instance, you can type make test_perturbations).

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The test/ directory contains other useful example of alternative main functions, like for instance test_loops.c which shows how to call CLASS within a loop over different parameter values. There is also a version test/test_loops_omp.c using a double level of openMP parallelisation: one for running several CLASS instances in parallel, one for running each CLASS instance on several cores. The comments in these files are self-explanatory.

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Input/output

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Input

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There are two types of input:

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    -
  • "precision parameters" (controlling the precision of the output and the execution time),
  • -
  • "input parameters" (cosmological parameters, flags telling to the code what it should compute, ...)
  • -
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The code can be executed with a maximum of two input files, e.g.

 ./class explanatory.ini cl_permille.pre
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The file with a .ini extension is the cosmological parameter input file, and the one with a .pre extension is the precision file. Both files are optional: all parameters are set to default values corresponding to the "most usual choices", and are eventually replaced by the parameters passed in the two input files. For instance, if one is happy with default accuracy settings, it is enough to run with

 ./class explanatory.ini
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Input files do not necessarily contain a line for each parameter, since many of them can be left to default value. The example file explanatory.ini is very long and somewhat indigestible, since it contains all possible parameters, together with lengthy explanations. We recommend to keep this file unchanged for reference, and to copy it in e.g. test.ini. In the latter file, the user can erase all sections in which he/she is absolutely not interested (e.g., all the part on isocurvature modes, or on tensors, or on non-cold species, etc.). Another option is to create an input file from scratch, copying just the relevant lines from explanatory.ini. For the simplest applications, the user will just need a few lines for basic cosmological parameters, one line for the output entry (where one can specifying which power spectra must be computed), and one line for the root entry (specifying the prefix of all output files).

-

The syntax of the input files is explained at the beginning of explanatory.ini. Typically, lines in those files look like:

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  parameter1 = value1
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-  free comments
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-  parameter2 = value2 # further comments
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-  # commented_parameter = commented_value
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and parameters can be entered in arbitrary order. This is rather intuitive. The user should just be careful not to put an "=" sign not preceded by a "#" sign inside a comment: the code would then think that one is trying to pass some unidentified input parameter.

-

The syntax for the cosmological and precision parameters is the same. It is clearer to split these parameters in the two files .ini and .pre, but there is no strict rule about which parameter goes into which file: in principle, precision parameters could be passed in the .ini, and vice-versa. The only important thing is not to pass the same parameter twice: the code would then complain and not run.

-

The CLASS input files are also user-friendly in the sense that many different cosmological parameter bases can be used. This is made possible by the fact that the code does not only read parameters, it "interprets them" with the level of logic which has been coded in the input.c module. For instance, the Hubble parameter, the photon density, the baryon density and the ultra-relativistic neutrino density can be entered as:

  h = 0.7
-
-  T_cmb = 2.726     # Kelvin units
-
-  omega_b = 0.02
-
-  N_eff = 3.04
-

(in arbitrary order), or as

-
  H0 = 70
-
-  omega_g = 2.5e-5     # g is the label for photons
-
-  Omega_b = 0.04
-
-  omega_ur = 1.7e-5    # ur is the label for ultra-relativistic species
-

or any combination of the two. The code knows that for the photon density, one should pass one (but not more than one) parameter out of T_cmb, omega_g, Omega_g (where small omega's refer to $\omega_i \equiv \Omega_i h^2$). It searches for one of these values, and if needed, it converts it into one of the other two parameters, using also other input parameters. For instance, omega_g will be converted into Omega_g even if $h$ is written later in the file than omega_g: the order makes no difference. Lots of alternatives have been defined. If the code finds that not enough parameters have been passed for making consistent deductions, it will complete the missing information with in-built default values. On the contrary, if it finds that there is too much information and no unique solution, it will complain and return an error.

-

In summary, the input syntax has been defined in such way that the user does not need to think too much, and can pass his preferred set of parameters in a nearly informal way.

-

Let us mention a two useful parameters defined at the end of explanatory.ini, that we recommend setting to yes in order to run the code in a safe way:

-

write parameters = [yes or no] (default: no)

-

When set to yes, all input/precision parameters which have been read are written in a file <root>parameters.ini, to keep track all the details of this execution; this file can also be re-used as a new input file. Also, with this option, all parameters that have been passed and that the code did not read (because the syntax was wrong, or because the parameter was not relevant in the context of the run) are written in a file <root>unused_parameters. When you have doubts about your input or your results, you can check what is in there.

-

write warnings = [yes or no] (default: no)

-

When set to yes, the parameters that have been passed and that the code did not read (because the syntax was wrong, or because the parameter was not relevant in the context of the run) are written in the standard output as [Warning:]....

-

There is also a list of "verbose" parameters at the end of explanatory.ini. They can be used to control the level of information passed to the standard output (0 means silent; 1 means normal, e.g. information on age of the universe, etc.; 2 is useful for instance when you want to check on how many cores the run is parallelised; 3 and more are intended for debugging).

-

CLASS comes with a list of precision parameter files ending by .pre. Honestly we have not been updating all these files recently, and we need to do a bit of cleaning there. However you can trust cl_ref.pre. We have derived this file by studying both the convergence of the CMB output with respect to all CLASS precision parameters, and the agreement with CAMB. We consider that this file generates good reference CMB spectra, accurate up to the hundredth of per cent level, as explained in the CLASS IV paper and re-checked since then. You can try it with e.g.

./class explanatory.ini cl_ref.pre
-

but the run will be extremely long. This is an occasion to run a many-core machine with a lot of RAM. It may work also on your laptop, but in half an hour or so.

-

If you want a reference matter power spectrum P(k), also accurate up to the hundredth of percent level, we recommend using the file pk_ref.pre, identical to cl_ref.pre excepted that the truncation of the neutrino hierarchy has been pushed to l_max_ur=150.

-

In order to increase moderately the precision to a tenth of percent, without prohibitive computing time, we recommend using cl_permille.pre.

-

Output

-

The input file may contain a line

  root = <root>
-

where <root> is a path of your choice, e.g. output/test_. Then all output files will start like this, e.g. output/test_cl.dat, output/test_cl_lensed.dat, etc. Of course the number of output files depends on your settings in the input file. There can be input files for CMB, LSS, background, thermodynamics, transfer functions, primordial spectra, etc. All this is documented in explanatory.ini.

-

If you do not pass explicitly a root = <root>, the code will name the output in its own way, by concatenating output/, the name of the input parameter file, and the first available integer number, e.g.

 output/explanatory03_cl.dat, etc.
-

General principles

-

Error management

-

Error management is based on the fact that all functions are defined as integers returning either _SUCCESS_ or _FAILURE_. Before returning _FAILURE_, they write an error message in the structure of the module to which they belong. The calling function will read this message, append it to its own error message, and return a _FAILURE_; and so on and so forth, until the main routine is reached. This error management allows the user to see the whole nested structure of error messages when an error has been met. The structure associated to each module contains a field for writing error messages, called structure_i.error_message, where structure_i could be one of background, thermo, perturbs, etc. So, when a function from a module $i$ is called within module $j$ and returns an error, the goal is to write in structure_j.error_message a local error message, and to append to it the error message in structure_i.error_message. These steps are implemented in a macro class_call(), used for calling whatever function:

-
  class_call(module_i_function(...,structure_i),
-            structure_i.error_message,
-            structure_j.error_message);
-

So, the first argument of call_call() is the function we want to call; the second argument is the location of the error message returned by this function; and the third one is the location of the error message which should be returned to the higher level. Usually, in the bulk of the code, we use pointer to structures rather than structure themselves; then the syntax is

  class_call(module_i_function(...,pi),
-         pi->error_message,
-         pj->error_message);`
-

where in this generic example, pi and pj are assumed to be pointers towards the structures structure_i and structure_j.

-

The user will find in include/common.h a list of additional macros, all starting by class_...(), which are all based on this logic. For instance, the macro class_test() offers a generic way to return an error in a standard format if a condition is not fulfilled. A typical error message from CLASS looks like:

-

Error in module_j_function1

-

module_j_function1 (L:340) : error in module_i_function2(...)

-

module_i_function2 (L:275) : error in module_k_function3(...)

-

...

-

=> module_x_functionN (L:735) : your choice of input parameter blabla=30 is not consistent with the constraint blabla<1

-

where the L's refer to line numbers in each file. These error messages are very informative, and are built almost entirely automatically by the macros. For instance, in the above example, it was only necessary to write inside the function module_x_functionN() a test like:

-
  class_test(blabla >= 1,
-              px->error_message,
-           "your choice of input parameter blabla=%e
-  is not consistent with the constraint blabla<%e",
-             blabla,blablamax);
-

All the rest was added step by step by the various class_call() macros.

-

Dynamical allocation of indices

-

On might be tempted to decide that in a given array, matrix or vector, a given quantity is associated with an explicit index value. However, when modifying the code, extra entries will be needed and will mess up the initial scheme; the user will need to study which index is associated to which quantity, and possibly make an error. All this can be avoided by using systematically a dynamical index allocation. This means that all indices remain under a symbolic form, and in each, run the code attributes automatically a value to each index. The user never needs to know this value.

-

Dynamical indexing is implemented in a very generic way in CLASS, the same rules apply everywhere. They are explained in these lecture slides:

-

https://www.dropbox.com/sh/ma5muh76sggwk8k/AABl_DDUBEzAjjdywMjeTya2a?dl=0

-

in the folder CLASS_Lecture_slides/lecture5_index_and_error.pdf.

-

No hard coding

-

Any feature or equation which could be true in one cosmology and not in another one should not be written explicitly in the code, and should not be taken as granted in several other places. Discretization and integration steps are usually defined automatically by the code for each cosmology, instead of being set to something which might be optimal for minimal models, and not sufficient for other ones. You will find many example of this in the code. As a consequence, in the list of precision parameter, you rarely find actual stepsize. You find rather parameters representing the ratio between a stepsize and a physical quantity computed for each cosmology.

-

Modifying the code

-

Implementing a new idea completly from scratch would be rather intimidating, even for the main developpers of CLASS. Fortunately, we never have to work from scratch. Usually we want to code a new species, a new observable, a new approximation scheme, etc. The trick is to think of another species, observable, approximation scheme, etc., looking as close as possible to the new one.

-

Then, playing with the grep command and the search command of your editor, search for all occurences of this nearest-as-possible other feature. This is usually easy thanks to our naming scheme. For each species, observable, approximation scheme, etc., we usually use the same sequence of few letters everywhere (fo instance, fld for the fluid usually representing Dark Energy). Grep for fld and you'll get all the lines related to the fluid. There is another way: we use everywhere some conditional jumps related to a given feature. For instance, the lines related to the fluid are always in between if (pba->has_fld == _TRUE_) { ... } and the lines related to the cosmic shear observables are always in between if (ppt->has_lensing_potential == _TRUE_) { ... }. Locating these flags and conditional jumps shows you all the parts related to a given feature/ingredient.

-

Once you have localised your nearest-as-possible other feature, you can copy/paste these lines and adapt them to the case of your new feature! You are then sure that you didn't miss any step, even the smallest technical steps (definition of indices, etc.)

-

Units

-

Internally, the code uses almost everywhere units of Mpc to some power, excepted in the inflation module, where many quantities are in natural units (wrt the true Planck mass).

-
-
- - - - diff --git a/doc/manual/html/md_mod.html b/doc/manual/html/md_mod.html deleted file mode 100644 index 51634e8d..00000000 --- a/doc/manual/html/md_mod.html +++ /dev/null @@ -1,116 +0,0 @@ - - - - - - - -CLASS MANUAL: Updating the manual - - - - - - - - - - - - - - -
-
- - - - - - -
-
CLASS MANUAL -
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- - - - - - - -
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- -
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- -
- -
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Updating the manual
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Author: D. C. Hooper (hoope.nosp@m.r@ph.nosp@m.ysik..nosp@m.rwth.nosp@m.-aach.nosp@m.en.d.nosp@m.e)

-

This pdf manual and accompanying web version have been generated using the doxygen software (http://www.doxygen.org). This software directly reads the code and extracts the necessary comments to form the manual, meaning it is very easy to generate newer versions of the manual as desired.

-

For CLASS developpers:

-

To maintain the usefulness of the manual, a new version should be generated after any major upgrade to CLASS. To keep track of how up-to-date the manual is the title page also displays the last modification date. The manual is generated automatically from the code, excepted a few chapters written manually in the files

README.md
-doc/input/chap2.md
-doc/input/chap3.md
-doc/input/mod.md
-external_Pk/README.md
-

You can update these files, or add new ones that should be declared in the INPUT= field of doc/input/doxyconf.

-

Generating a new version of this manual is straightforward. First, you need to install the doxygen software, which can be done by following the instructions on the software's webpage. The location where you install this software is irrelevant; it doesn't need to be in the same folder as CLASS. For Mac OSX, homebrew users can install the software with brew install doxygen --with-graphviz.

-

Once installed, navigate to the class/doc/input directory and run the first script

-

. make1.sh

-

This will generate a new version of the html manual and the necessary files to make the pdf version. Unfortunately, doxygen does not yet offer the option to automatically order the output chapters in the pdf version of the manual. Hence, before compiling the pdf, this must be done manually. To do this you need to find the refman.tex file in class/doc/manual/latex. With this file you can modify the title page, headers, footers, and chapter ordering for the final pdf. Usually we just make two things: add manually the line

\vspace*{1cm}
-{\large Last updated \today}\\
-

after

{\Large C\+L\+A\+SS M\+A\+N\+U\+AL }\\
-

and move manually the chapters "The external Pk mode" and "Updating the manual" to the end, after the automatically generated part. Once you have this file with your desired configuration, navigate back to the class/doc/input directory, and run the second script

-

. make2.sh

-

You should now be able to find the finished pdf in class/doc/manual/CLASS_MANUAL.pdf. Finally you can commit the changes to git, but not all the content of doc/ is necessary: only doc/README, doc/input/, doc/manual/CLASS_MANUAL.pdf, doc/manual/html/. This means that before committing you will have to do a: git add doc/manual/html/, but NOT a: git add doc/manual/latex/!

-

As a final comment, doxygen uses two main configuration files: doxyconf and doxygen.sty, both located in class/doc/input. Changes to these files can dramatically impact the outcome, so any modifications to these files should be done with great care.

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    CLASS MANUAL -
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    nonlinear.c File Reference
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    #include "nonlinear.h"
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    - + Include dependency graph for nonlinear.c:
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    -Functions

    int nonlinear_k_nl_at_z (struct background *pba, struct nonlinear *pnl, double z, double *k_nl, double *k_nl_cb)
     
    int nonlinear_init (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl)
     
    int nonlinear_free (struct nonlinear *pnl)
     
    int nonlinear_pk_l (struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, int index_tau, double *pk_l, double *lnk, double *lnpk, double *ddlnpk)
     
    int nonlinear_halofit (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, double tau, double *pk_l, double *pk_nl, double *lnk_l, double *lnpk_l, double *ddlnpk_l, double *k_nl, short *halofit_found_k_max)
     
    int nonlinear_halofit_integrate (struct nonlinear *pnl, double *integrand_array, int integrand_size, int ia_size, int index_ia_k, int index_ia_pk, int index_ia_sum, int index_ia_ddsum, double R, enum halofit_integral_type type, double *sum)
     
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    Detailed Description

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    Documented nonlinear module

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    Julien Lesgourgues, 6.03.2014

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    New module replacing an older one present up to version 2.0 The new module is located in a better place in the main, allowing it to compute non-linear correction to $ C_l$'s and not just $ P(k)$. It will also be easier to generalize to new methods. The old implementation of one-loop calculations and TRG calculations has been dropped from this version, they can still be found in older versions.

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    Function Documentation

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    ◆ nonlinear_k_nl_at_z()

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    int nonlinear_k_nl_at_z (struct backgroundpba,
    struct nonlinearpnl,
    double z,
    double * k_nl,
    double * k_nl_cb 
    )
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    Return the value of the non-linearity wavenumber k_nl for a given redshift z

    Parameters
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    pbaInput: pointer to background structure
    pnlInput: pointer to nonlinear structure
    zInput: redshift
    k_nlOutput: k_nl value
    k_nl_cbOuput: k_nl value of the cdm+baryon part only, if there is ncdm
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    Returns
    the error status
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    • convert input redshift into a conformal time
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    • interpolate the precomputed k_nl array at the needed valuetime
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    • if needed, do the same for the baryon part only
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    ◆ nonlinear_init()

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    int nonlinear_init (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    struct primordialppm,
    struct nonlinearpnl 
    )
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    Initialize the nonlinear structure, and in particular the nl_corr_density and k_nl interpolation tables.

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    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to therodynamics structure
    pptInput: pointer to perturbation structure
    ppmInput: pointer to primordial structure
    pnlInput/Output: pointer to initialized nonlinear structure
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    the error status
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    Define flags and indices (so few that no dedicated routine needed)

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    (a) First deal with the case where non non-linear corrections requested

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    (b) Compute for HALOFIT non-linear spectrum

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    ◆ nonlinear_free()

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    Free all memory space allocated by nonlinear_init().

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    pnlInput: pointer to nonlineard structure (to be freed)
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    ◆ nonlinear_pk_l()

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    int nonlinear_pk_l (struct backgroundpba,
    struct perturbsppt,
    struct primordialppm,
    struct nonlinearpnl,
    int index_pk,
    int index_tau,
    double * pk_l,
    double * lnk,
    double * lnpk,
    double * ddlnpk 
    )
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    Calculation of the linear matter power spectrum, used to get the nonlinear one. This is partially redundent with a more elaborate version of this calculation performed later in the spectra module. At some point the organisation will change to avoid this redundency.

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    Parameters
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    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ppmInput: pointer to primordial structure
    pnlInput: pointer to nonlinear structure
    index_pkInput: index of component are we looking at (total matter or cdm+baryons?)
    index_tauInput: index of conformal time at which we want to do the calculation
    pk_lOutput: linear spectrum at the relevant time
    lnkOutput: array log(wavenumber)
    lnpkOutput: array of log(P(k)_linear)
    ddlnpkOutput: array of second derivative of log(P(k)_linear) wrt k, for spline interpolation
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    ◆ nonlinear_halofit()

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    int nonlinear_halofit (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct primordialppm,
    struct nonlinearpnl,
    int index_pk,
    double tau,
    double * pk_l,
    double * pk_nl,
    double * lnk_l,
    double * lnpk_l,
    double * ddlnpk_l,
    double * k_nl,
    short * halofit_found_k_max 
    )
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    Calculation of the nonlinear matter power spectrum with Halofit (includes Takahashi 2012 + Bird 2013 revisions).

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    At high redshift it is possible that the non-linear corrections are so small that they can be computed only by going to very large wavenumbers. Thius, for some combination of (z, k_max), the calculation is not possible. In this case a FALSE will be returned in the flag halofit_found_k_max.

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    Parameters
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    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ppmInput: pointer to primordial structure
    pnlInput/Output: pointer to nonlinear structure
    index_pkInput: index of component are we looking at (total matter or cdm+baryons?)
    tauInput: conformal time at which we want to do the calculation
    pk_lInput: linear spectrum at the relevant time
    pk_nlOutput: non linear spectrum at the relevant time
    lnk_lInput: array log(wavenumber)
    lnpk_lInput: array of log(P(k)_linear)
    ddlnpk_lInput: array of second derivative of log(P(k)_linear) wrt k, for spline interpolation
    k_nlOutput: non-linear wavenumber
    halofit_found_k_maxOuput: flag cocnerning the status of the calculation (FALSE if not possible)
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    Determine non linear ratios (from pk)

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    ◆ nonlinear_halofit_integrate()

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    int nonlinear_halofit_integrate (struct nonlinearpnl,
    double * integrand_array,
    int integrand_size,
    int ia_size,
    int index_ia_k,
    int index_ia_pk,
    int index_ia_sum,
    int index_ia_ddsum,
    double R,
    enum halofit_integral_type type,
    double * sum 
    )
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    Internal routione of Halofit. In original Halofit, this is equivalent to the function wint()

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    -Data Structures

    struct  nonlinear
     
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    #define _M_EV_TOO_BIG_FOR_HALOFIT_   10.
     
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    Detailed Description

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    Documented includes for trg module

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    Macro Definition Documentation

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    ◆ _M_EV_TOO_BIG_FOR_HALOFIT_

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    #define _M_EV_TOO_BIG_FOR_HALOFIT_   10.
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    nonlinear.h
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    1 
    3 #include "primordial.h"
    4 
    5 #ifndef __NONLINEAR__
    6 #define __NONLINEAR__
    7 
    8 #define _M_EV_TOO_BIG_FOR_HALOFIT_ 10.
    10 enum non_linear_method {nl_none,nl_halofit};
    11 enum halofit_integral_type {halofit_integral_one, halofit_integral_two, halofit_integral_three};
    12 
    21 struct nonlinear {
    22 
    29 
    30  enum non_linear_method method;
    33 
    37 
    38  short has_pk_m;
    39  short has_pk_cb;
    41  int index_pk_m;
    43  int pk_size;
    45  int k_size;
    46  double * k;
    48  int tau_size;
    49  double * tau;
    51  double ** nl_corr_density;
    52  double ** k_nl;
    58 
    61  short has_pk_eq;
    65  int pk_eq_size;
    69  double * pk_eq_tau;
    70  double * pk_eq_w_and_Omega;
    74 
    76 
    80 
    83  ErrorMsg error_message;
    86 };
    87 
    88 /********************************************************************************/
    89 
    90 /* @cond INCLUDE_WITH_DOXYGEN */
    91 /*
    92  * Boilerplate for C++
    93  */
    94 #ifdef __cplusplus
    95 extern "C" {
    96 #endif
    97 
    99  struct background *pba,
    100  struct nonlinear * pnl,
    101  double z,
    102  double * k_nl,
    103  double * k_nl_cb
    104  );
    105 
    106  int nonlinear_init(
    107  struct precision *ppr,
    108  struct background *pba,
    109  struct thermo *pth,
    110  struct perturbs *ppt,
    111  struct primordial *ppm,
    112  struct nonlinear *pnl
    113  );
    114 
    115  int nonlinear_free(
    116  struct nonlinear *pnl
    117  );
    118 
    119  int nonlinear_pk_l(struct background *pba,
    120  struct perturbs *ppt,
    121  struct primordial *ppm,
    122  struct nonlinear *pnl,
    123  int index_pk,
    124  int index_tau,
    125  double *pk_l,
    126  double *lnk,
    127  double *lnpk,
    128  double *ddlnpk);
    129 
    130  int nonlinear_halofit(
    131  struct precision *ppr,
    132  struct background *pba,
    133  struct perturbs *ppt,
    134  struct primordial *ppm,
    135  struct nonlinear *pnl,
    136  int index_pk,
    137  double tau,
    138  double *pk_l,
    139  double *pk_nl,
    140  double *lnk_l,
    141  double *lnpk_l,
    142  double *ddlnpk_l,
    143  double *k_nl,
    144  short * halofit_found_k_max
    145  );
    146 
    148  struct nonlinear *pnl,
    149  double * integrand_array,
    150  int integrand_size,
    151  int ia_size,
    152  int index_ia_k,
    153  int index_ia_pk,
    154  int index_ia_sum,
    155  int index_ia_ddsum,
    156  double R,
    157  enum halofit_integral_type type,
    158  double * sum
    159  );
    160 
    161 
    162 #ifdef __cplusplus
    163 }
    164 #endif
    165 
    166 #endif
    167 /* @endcond */
    int nonlinear_init(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl)
    Definition: nonlinear.c:112
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    Definition: background.h:31
    -
    int nonlinear_pk_l(struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, int index_tau, double *pk_l, double *lnk, double *lnpk, double *ddlnpk)
    Definition: nonlinear.c:376
    -
    int nonlinear_k_nl_at_z(struct background *pba, struct nonlinear *pnl, double z, double *k_nl, double *k_nl_cb)
    Definition: nonlinear.c:26
    -
    int index_pk_eq_w
    Definition: nonlinear.h:63
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    int pk_eq_tau_size
    Definition: nonlinear.h:67
    -
    int index_pk_cb
    Definition: nonlinear.h:42
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    Definition: perturbations.h:95
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    short nonlinear_verbose
    Definition: nonlinear.h:81
    -
    enum non_linear_method method
    Definition: nonlinear.h:30
    -
    Definition: thermodynamics.h:58
    -
    int nonlinear_free(struct nonlinear *pnl)
    Definition: nonlinear.c:327
    -
    double * pk_eq_ddw_and_ddOmega
    Definition: nonlinear.h:71
    -
    double ** nl_corr_density
    Definition: nonlinear.h:51
    -
    int k_size
    Definition: nonlinear.h:45
    -
    ErrorMsg error_message
    Definition: nonlinear.h:83
    -
    double * tau
    Definition: nonlinear.h:49
    -
    double * k
    Definition: nonlinear.h:46
    -
    int tau_size
    Definition: nonlinear.h:48
    -
    int index_tau_min_nl
    Definition: nonlinear.h:54
    -
    int nonlinear_halofit_integrate(struct nonlinear *pnl, double *integrand_array, int integrand_size, int ia_size, int index_ia_k, int index_ia_pk, int index_ia_sum, int index_ia_ddsum, double R, enum halofit_integral_type type, double *sum)
    Definition: nonlinear.c:955
    -
    int pk_eq_size
    Definition: nonlinear.h:65
    -
    int nonlinear_halofit(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, double tau, double *pk_l, double *pk_nl, double *lnk_l, double *lnpk_l, double *ddlnpk_l, double *k_nl, short *halofit_found_k_max)
    Definition: nonlinear.c:508
    -
    int pk_size
    Definition: nonlinear.h:43
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    short has_pk_m
    Definition: nonlinear.h:38
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    double * pk_eq_w_and_Omega
    Definition: nonlinear.h:70
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    int index_pk_m
    Definition: nonlinear.h:41
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    double ** k_nl
    Definition: nonlinear.h:52
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    short has_pk_eq
    Definition: nonlinear.h:61
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    Definition: common.h:345
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    Definition: primordial.h:79
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    short has_pk_cb
    Definition: nonlinear.h:39
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    int index_pk_eq_Omega_m
    Definition: nonlinear.h:64
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    Definition: nonlinear.h:69
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    Definition: nonlinear.h:21
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    1 
    3 #include "primordial.h"
    4 
    5 #ifndef __NONLINEAR__
    6 #define __NONLINEAR__
    7 
    8 #define _M_EV_TOO_BIG_FOR_HALOFIT_ 10.
    10 enum non_linear_method {nl_none,nl_halofit};
    11 
    12 enum halofit_integral_type {halofit_integral_one, halofit_integral_two, halofit_integral_three};
    13 
    14 enum halofit_statement {ok, too_small}
    15 
    24 struct nonlinear {
    25 
    32 
    33  enum non_linear_method method;
    36 
    40 
    41  int k_size;
    42  double * k;
    43  int tau_size;
    44  double * tau;
    46  double * nl_corr_density;
    47  double * k_nl;
    50 
    54 
    55  short nonlinear_verbose;
    57  ErrorMsg error_message;
    60 };
    61 
    62 /********************************************************************************/
    63 
    64 /* @cond INCLUDE_WITH_DOXYGEN */
    65 /*
    66  * Boilerplate for C++
    67  */
    68 #ifdef __cplusplus
    69 extern "C" {
    70 #endif
    71 
    73  struct background *pba,
    74  struct nonlinear * pnl,
    75  double z,
    76  double * k_nl
    77  );
    78 
    79  int nonlinear_init(
    80  struct precision *ppr,
    81  struct background *pba,
    82  struct thermo *pth,
    83  struct perturbs *ppt,
    84  struct primordial *ppm,
    85  struct nonlinear *pnl
    86  );
    87 
    88  int nonlinear_free(
    89  struct nonlinear *pnl
    90  );
    91 
    92  int nonlinear_pk_l(struct perturbs *ppt,
    93  struct primordial *ppm,
    94  struct nonlinear *pnl,
    95  int index_tau,
    96  double *pk_l,
    97  double *lnk,
    98  double *lnpk,
    99  double *ddlnpk);
    100 
    101  int nonlinear_halofit(
    102  struct precision *ppr,
    103  struct background *pba,
    104  struct primordial *ppm,
    105  struct nonlinear *pnl,
    106  double tau,
    107  double *pk_l,
    108  double *lnk,
    109  double *lnpk,
    110  double *ddlnpk,
    111  enum halofit_statement * halofit_found_k_max
    112  double *pk_nl,
    113  double *k_nl
    114  );
    115 
    117  struct nonlinear *pnl,
    118  double * integrand_array,
    119  int integrand_size,
    120  int ia_size,
    121  int index_ia_k,
    122  int index_ia_pk,
    123  int index_ia_sum,
    124  int index_ia_ddsum,
    125  double R,
    126  enum halofit_integral_type type,
    127  double * sum
    128  );
    129 
    130 #ifdef __cplusplus
    131 }
    132 #endif
    133 
    134 /**************************************************************/
    135 
    136 #endif
    137 /* @endcond */
    int nonlinear_init(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl)
    Definition: nonlinear.c:112
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    Definition: background.h:31
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    int nonlinear_pk_l(struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, int index_tau, double *pk_l, double *lnk, double *lnpk, double *ddlnpk)
    Definition: nonlinear.c:376
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    int nonlinear_k_nl_at_z(struct background *pba, struct nonlinear *pnl, double z, double *k_nl, double *k_nl_cb)
    Definition: nonlinear.c:26
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    Definition: perturbations.h:95
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    short nonlinear_verbose
    Definition: nonlinear.h:81
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    enum non_linear_method method
    Definition: nonlinear.h:30
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    Definition: thermodynamics.h:58
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    int nonlinear_free(struct nonlinear *pnl)
    Definition: nonlinear.c:327
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    double ** nl_corr_density
    Definition: nonlinear.h:51
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    int k_size
    Definition: nonlinear.h:45
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    ErrorMsg error_message
    Definition: nonlinear.h:83
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    double * tau
    Definition: nonlinear.h:49
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    double * k
    Definition: nonlinear.h:46
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    int tau_size
    Definition: nonlinear.h:48
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    int nonlinear_halofit_integrate(struct nonlinear *pnl, double *integrand_array, int integrand_size, int ia_size, int index_ia_k, int index_ia_pk, int index_ia_sum, int index_ia_ddsum, double R, enum halofit_integral_type type, double *sum)
    Definition: nonlinear.c:955
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    int nonlinear_halofit(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, double tau, double *pk_l, double *pk_nl, double *lnk_l, double *lnpk_l, double *ddlnpk_l, double *k_nl, short *halofit_found_k_max)
    Definition: nonlinear.c:508
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    double ** k_nl
    Definition: nonlinear.h:52
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    Definition: common.h:345
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    Definition: primordial.h:79
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    Definition: nonlinear.h:21
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    1 
    3 #include "primordial.h"
    4 
    5 #ifndef __NONLINEAR__
    6 #define __NONLINEAR__
    7 
    8 #define _M_EV_TOO_BIG_FOR_HALOFIT_ 10.
    10 enum non_linear_method {nl_none,nl_halofit};
    11 enum halofit_integral_type {halofit_integral_one, halofit_integral_two, halofit_integral_three};
    12 enum halofit_statement {ok, too_small};
    13 
    22 struct nonlinear {
    23 
    30 
    31  enum non_linear_method method;
    34 
    38 
    39  int k_size;
    40  double * k;
    41  int tau_size;
    42  double * tau;
    44  double * nl_corr_density;
    45  double * k_nl;
    48 
    52 
    53  short nonlinear_verbose;
    55  ErrorMsg error_message;
    58 };
    59 
    60 /********************************************************************************/
    61 
    62 /* @cond INCLUDE_WITH_DOXYGEN */
    63 /*
    64  * Boilerplate for C++
    65  */
    66 #ifdef __cplusplus
    67 extern "C" {
    68 #endif
    69 
    71  struct background *pba,
    72  struct nonlinear * pnl,
    73  double z,
    74  double * k_nl
    75  );
    76 
    77  int nonlinear_init(
    78  struct precision *ppr,
    79  struct background *pba,
    80  struct thermo *pth,
    81  struct perturbs *ppt,
    82  struct primordial *ppm,
    83  struct nonlinear *pnl
    84  );
    85 
    86  int nonlinear_free(
    87  struct nonlinear *pnl
    88  );
    89 
    90  int nonlinear_pk_l(struct perturbs *ppt,
    91  struct primordial *ppm,
    92  struct nonlinear *pnl,
    93  int index_tau,
    94  double *pk_l,
    95  double *lnk,
    96  double *lnpk,
    97  double *ddlnpk);
    98 
    100  struct precision *ppr,
    101  struct background *pba,
    102  struct primordial *ppm,
    103  struct nonlinear *pnl,
    104  double tau,
    105  double *pk_l,
    106  double *lnk,
    107  double *lnpk,
    108  double *ddlnpk,
    109  double *pk_nl,
    110  double *k_nl
    111  );
    112 
    113 #ifdef __cplusplus
    114 }
    115 #endif
    116 
    117 /**************************************************************/
    118 
    119 #endif
    120 /* @endcond */
    int nonlinear_init(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl)
    Definition: nonlinear.c:112
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    Definition: background.h:31
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    int nonlinear_pk_l(struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, int index_tau, double *pk_l, double *lnk, double *lnpk, double *ddlnpk)
    Definition: nonlinear.c:376
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    int nonlinear_k_nl_at_z(struct background *pba, struct nonlinear *pnl, double z, double *k_nl, double *k_nl_cb)
    Definition: nonlinear.c:26
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    Definition: perturbations.h:95
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    short nonlinear_verbose
    Definition: nonlinear.h:81
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    enum non_linear_method method
    Definition: nonlinear.h:30
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    Definition: thermodynamics.h:58
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    int nonlinear_free(struct nonlinear *pnl)
    Definition: nonlinear.c:327
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    int k_size
    Definition: nonlinear.h:45
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    ErrorMsg error_message
    Definition: nonlinear.h:83
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    double * tau
    Definition: nonlinear.h:49
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    double * k
    Definition: nonlinear.h:46
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    Definition: nonlinear.h:48
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    int nonlinear_halofit(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, double tau, double *pk_l, double *pk_nl, double *lnk_l, double *lnpk_l, double *ddlnpk_l, double *k_nl, short *halofit_found_k_max)
    Definition: nonlinear.c:508
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    Definition: nonlinear_conflict-20170920-150212.h:45
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    double ** k_nl
    Definition: nonlinear.h:52
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    Definition: common.h:345
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    double * nl_corr_density
    Definition: nonlinear_conflict-20170920-150212.h:44
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    Definition: primordial.h:79
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    Definition: nonlinear.h:21
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    1 
    3 #include "primordial.h"
    4 
    5 #ifndef __NONLINEAR__
    6 #define __NONLINEAR__
    7 
    8 #define _M_EV_TOO_BIG_FOR_HALOFIT_ 10.
    10 enum non_linear_method {nl_none,nl_halofit};
    11 
    20 struct nonlinear {
    21 
    28 
    29  enum non_linear_method method;
    30 
    32 
    36 
    37  int k_size;
    38  double * k;
    39  int tau_size;
    40  double * tau;
    42  double * nl_corr_density;
    43  double * k_nl;
    44 
    46 
    50 
    51  short nonlinear_verbose;
    53  ErrorMsg error_message;
    56 };
    57 
    58 /********************************************************************************/
    59 
    60 /*
    61  * Boilerplate for C++
    62  */
    63 #ifdef __cplusplus
    64 extern "C" {
    65 #endif
    66 
    68  struct background *pba,
    69  struct nonlinear * pnl,
    70  double z,
    71  double * k_nl
    72  );
    73 
    74  int nonlinear_init(
    75  struct precision *ppr,
    76  struct background *pba,
    77  struct thermo *pth,
    78  struct perturbs *ppt,
    79  struct primordial *ppm,
    80  struct nonlinear *pnl
    81  );
    82 
    83  int nonlinear_free(
    84  struct nonlinear *pnl
    85  );
    86 
    87  int nonlinear_pk_l(struct perturbs *ppt,
    88  struct primordial *ppm,
    89  struct nonlinear *pnl,
    90  int index_tau,
    91  double *pk_l);
    92 
    93  int nonlinear_lnpk_l(struct perturbs *ppt,
    94  struct primordial *ppm,
    95  struct nonlinear *pnl,
    96  int index_tau,
    97  double *lnk,
    98  double *lnpk,
    99  double *ddlnpk);
    100 
    101  int nonlinear_halofit(
    102  struct precision *ppr,
    103  struct background *pba,
    104  struct primordial *ppm,
    105  struct nonlinear *pnl,
    106  double tau,
    107  double *pk_l,
    108  double *lnk,
    109  double *lnpk,
    110  double *ddlnpk,
    111  double *pk_nl,
    112  double *k_nl
    113  );
    114 
    115 #ifdef __cplusplus
    116 }
    117 #endif
    118 
    119 /**************************************************************/
    120 
    121 #endif
    int nonlinear_init(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl)
    Definition: nonlinear.c:112
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    Definition: background.h:31
    -
    int nonlinear_pk_l(struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, int index_tau, double *pk_l, double *lnk, double *lnpk, double *ddlnpk)
    Definition: nonlinear.c:376
    -
    int nonlinear_k_nl_at_z(struct background *pba, struct nonlinear *pnl, double z, double *k_nl, double *k_nl_cb)
    Definition: nonlinear.c:26
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    Definition: perturbations.h:95
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    short nonlinear_verbose
    Definition: nonlinear.h:81
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    enum non_linear_method method
    Definition: nonlinear.h:30
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    Definition: thermodynamics.h:58
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    int nonlinear_free(struct nonlinear *pnl)
    Definition: nonlinear.c:327
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    double ** nl_corr_density
    Definition: nonlinear.h:51
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    int k_size
    Definition: nonlinear.h:45
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    ErrorMsg error_message
    Definition: nonlinear.h:83
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    double * tau
    Definition: nonlinear.h:49
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    double * k
    Definition: nonlinear.h:46
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    int tau_size
    Definition: nonlinear.h:48
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    int nonlinear_halofit(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, double tau, double *pk_l, double *pk_nl, double *lnk_l, double *lnpk_l, double *ddlnpk_l, double *k_nl, short *halofit_found_k_max)
    Definition: nonlinear.c:508
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    double ** k_nl
    Definition: nonlinear.h:52
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    Definition: common.h:345
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    Definition: primordial.h:79
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    Definition: nonlinear.h:21
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    1 
    3 #include "primordial.h"
    4 
    5 #ifndef __NONLINEAR__
    6 #define __NONLINEAR__
    7 
    8 #define _M_EV_TOO_BIG_FOR_HALOFIT_ 10.
    10 enum non_linear_method {nl_none,nl_halofit};
    11 
    20 struct nonlinear {
    21 
    28 
    29  enum non_linear_method method;
    30 
    32 
    36 
    37  int k_size;
    38  double * k;
    39  int tau_size;
    40  double * tau;
    42  double * nl_corr_density;
    43  double * k_nl;
    44 
    46 
    50 
    51  short nonlinear_verbose;
    53  ErrorMsg error_message;
    56 };
    57 
    58 /********************************************************************************/
    59 
    60 /*
    61  * Boilerplate for C++
    62  */
    63 #ifdef __cplusplus
    64 extern "C" {
    65 #endif
    66 
    68  struct background *pba,
    69  struct nonlinear * pnl,
    70  double z,
    71  double * k_nl
    72  );
    73 
    74  int nonlinear_init(
    75  struct precision *ppr,
    76  struct background *pba,
    77  struct thermo *pth,
    78  struct perturbs *ppt,
    79  struct primordial *ppm,
    80  struct nonlinear *pnl
    81  );
    82 
    83  int nonlinear_free(
    84  struct nonlinear *pnl
    85  );
    86 
    87  int nonlinear_pk_l(struct perturbs *ppt,
    88  struct primordial *ppm,
    89  struct nonlinear *pnl,
    90  int index_tau,
    91  double *pk_l);
    92 
    94  struct precision *ppr,
    95  struct background *pba,
    96  struct primordial *ppm,
    97  struct nonlinear *pnl,
    98  double tau,
    99  double *pk_l,
    100  double *pk_nl,
    101  double *k_nl
    102  );
    103 
    104 #ifdef __cplusplus
    105 }
    106 #endif
    107 
    108 /**************************************************************/
    109 
    110 #endif
    int nonlinear_init(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl)
    Definition: nonlinear.c:112
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    Definition: background.h:31
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    int nonlinear_pk_l(struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, int index_tau, double *pk_l, double *lnk, double *lnpk, double *ddlnpk)
    Definition: nonlinear.c:376
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    int nonlinear_k_nl_at_z(struct background *pba, struct nonlinear *pnl, double z, double *k_nl, double *k_nl_cb)
    Definition: nonlinear.c:26
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    Definition: nonlinear.h:81
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    enum non_linear_method method
    Definition: nonlinear.h:30
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    int nonlinear_free(struct nonlinear *pnl)
    Definition: nonlinear.c:327
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    double ** nl_corr_density
    Definition: nonlinear.h:51
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    Definition: nonlinear.h:45
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    Definition: nonlinear.h:83
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    Definition: nonlinear.h:49
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    Definition: nonlinear.h:46
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    Definition: nonlinear.h:48
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    int nonlinear_halofit(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, int index_pk, double tau, double *pk_l, double *pk_nl, double *lnk_l, double *lnpk_l, double *ddlnpk_l, double *k_nl, short *halofit_found_k_max)
    Definition: nonlinear.c:508
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    Definition: nonlinear.h:52
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    -Functions

    int output_init (struct background *pba, struct thermo *pth, struct perturbs *ppt, struct primordial *ppm, struct transfers *ptr, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop)
     
    int output_cl (struct background *pba, struct perturbs *ppt, struct spectra *psp, struct lensing *ple, struct output *pop)
     
    int output_pk (struct background *pba, struct perturbs *ppt, struct spectra *psp, struct output *pop)
     
    int output_pk_nl (struct background *pba, struct perturbs *ppt, struct spectra *psp, struct output *pop)
     
    int output_tk (struct background *pba, struct perturbs *ppt, struct spectra *psp, struct output *pop)
     
    int output_print_data (FILE *out, char titles[_MAXTITLESTRINGLENGTH_], double *dataptr, int size_dataptr)
     
    int output_open_cl_file (struct spectra *psp, struct output *pop, FILE **clfile, FileName filename, char *first_line, int lmax)
     
    int output_one_line_of_cl (struct background *pba, struct spectra *psp, struct output *pop, FILE *clfile, double l, double *cl, int ct_size)
     
    int output_open_pk_file (struct background *pba, struct spectra *psp, struct output *pop, FILE **pkfile, FileName filename, char *first_line, double z)
     
    int output_one_line_of_pk (FILE *pkfile, double one_k, double one_pk)
     
    -

    Detailed Description

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    Documented output module

    -

    Julien Lesgourgues, 26.08.2010

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    This module writes the output in files.

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    The following functions can be called from other modules or from the main:

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    Function Documentation

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    ◆ output_init()

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    int output_init (struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    struct primordialppm,
    struct transfersptr,
    struct spectrapsp,
    struct nonlinearpnl,
    struct lensingple,
    struct outputpop 
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    This routine writes the output in files.

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    pptInput: pointer perturbation structure
    ppmInput: pointer to primordial structure
    ptrInput: pointer to transfer structure
    pspInput: pointer to spectra structure
    pnlInput: pointer to nonlinear structure
    pleInput: pointer to lensing structure
    popInput: pointer to output structure
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    This routines writes the output in files for anisotropy power spectra $ C_l$'s.

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    pleInput: pointer to lensing structure
    popInput: pointer to output structure
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    • -
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    • -
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    ◆ output_pk()

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    struct outputpop 
    )
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    This routines writes the output in files for Fourier matter power spectra P(k)'s.

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    pspInput: pointer to spectra structure
    popInput: pointer to output structure
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    Summary:

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    • second, open only the relevant files and write a heading in each of them
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    • third, compute P(k) for each k (if several ic's, compute it for each ic and compute also the total); if z_pk = 0, this is done by directly reading inside the pre-computed table; if not, this is done by interpolating the table at the correct value of tau.
    • -
    • fourth, write in files
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    • fifth, free memory and close files
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    ◆ output_pk_nl()

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    int output_pk_nl (struct backgroundpba,
    struct perturbsppt,
    struct spectrapsp,
    struct outputpop 
    )
    -
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    This routines writes the output in files for Fourier non-linear matter power spectra P(k)'s.

    -
    Parameters
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    pbaInput: pointer to background structure (needed for calling spectra_pk_at_z())
    pptInput: pointer perturbation structure
    pspInput: pointer to spectra structure
    popInput: pointer to output structure
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    Summary:

    -
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    • define local variables
    • -
    • first, check that requested redshift z_pk is consistent
    • -
    • second, open only the relevant files, and write a heading in each of them
    • -
    • third, compute P(k) for each k (if several ic's, compute it for each ic and compute also the total); if z_pk = 0, this is done by directly reading inside the pre-computed table; if not, this is done by interpolating the table at the correct value of tau.
    • -
    • fourth, write in files
    • -
    • fifth, free memory and close files
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    ◆ output_tk()

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    int output_tk (struct backgroundpba,
    struct perturbsppt,
    struct spectrapsp,
    struct outputpop 
    )
    -
    -

    This routines writes the output in files for matter transfer functions $ T_i(k)$'s.

    -
    Parameters
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    pbaInput: pointer to background structure (needed for calling spectra_pk_at_z())
    pptInput: pointer perturbation structure
    pspInput: pointer to spectra structure
    popInput: pointer to output structure
    -
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    Summary:

    -
      -
    • define local variables
    • -
    • first, check that requested redshift z_pk is consistent
    • -
    • second, open only the relevant files, and write a heading in each of them
    • -
    • free memory and close files
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    ◆ output_print_data()

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    int output_print_data (FILE * out,
    char titles[_MAXTITLESTRINGLENGTH_],
    double * dataptr,
    int size_dataptr 
    )
    -
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    Summary

    -
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    • First we print the titles
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    -
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    ◆ output_open_cl_file()

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    int output_open_cl_file (struct spectrapsp,
    struct outputpop,
    FILE ** clfile,
    FileName filename,
    char * first_line,
    int lmax 
    )
    -
    -

    This routine opens one file where some $ C_l$'s will be written, and writes a heading with some general information concerning its content.

    -
    Parameters
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    pspInput: pointer to spectra structure
    popInput: pointer to output structure
    clfileOutput: returned pointer to file pointer
    filenameInput: name of the file
    first_lineInput: text describing the content (mode, initial condition..)
    lmaxInput: last multipole in the file (the first one is assumed to be 2)
    -
    -
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    Returns
    the error status
    -

    Summary

    -
      -
    • First we deal with the entries that are dependent of format type
    • -
    • Next deal with entries that are independent of format type
    • -
    - -
    -
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    ◆ output_one_line_of_cl()

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    int output_one_line_of_cl (struct backgroundpba,
    struct spectrapsp,
    struct outputpop,
    FILE * clfile,
    double l,
    double * cl,
    int ct_size 
    )
    -
    -

    This routine write one line with l and all $ C_l$'s for all types (TT, TE...)

    -
    Parameters
    - - - - - - - - -
    pbaInput: pointer to background structure (needed for $ T_{cmb}$)
    pspInput: pointer to spectra structure
    popInput: pointer to output structure
    clfileInput: file pointer
    lInput: multipole
    clInput: $ C_l$'s for all types
    ct_sizeInput: number of types
    -
    -
    -
    Returns
    the error status
    - -
    -
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    ◆ output_open_pk_file()

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    int output_open_pk_file (struct backgroundpba,
    struct spectrapsp,
    struct outputpop,
    FILE ** pkfile,
    FileName filename,
    char * first_line,
    double z 
    )
    -
    -

    This routine opens one file where some P(k)'s will be written, and writes a heading with some general information concerning its content.

    -
    Parameters
    - - - - - - - - -
    pbaInput: pointer to background structure (needed for h)
    pspInput: pointer to spectra structure
    popInput: pointer to output structure
    pkfileOutput: returned pointer to file pointer
    filenameInput: name of the file
    first_lineInput: text describing the content (initial conditions, ...)
    zInput: redshift of the output
    -
    -
    -
    Returns
    the error status
    - -
    -
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    ◆ output_one_line_of_pk()

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    int output_one_line_of_pk (FILE * pkfile,
    double one_k,
    double one_pk 
    )
    -
    -

    This routine writes one line with k and P(k)

    -
    Parameters
    - - - - -
    pkfileInput: file pointer
    one_kInput: wavenumber
    one_pkInput: matter power spectrum
    -
    -
    -
    Returns
    the error status
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    output.h File Reference
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    #include "common.h"
    -#include "lensing.h"
    -
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    -
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    Go to the source code of this file.

    - - - - -

    -Data Structures

    struct  output
     
    - - - -

    -Macros

    #define _Z_PK_NUM_MAX_   100
     
    -

    Detailed Description

    -

    Documented includes for output module

    -

    Data Structure Documentation

    - -

    ◆ output

    - -
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    - - - - -
    struct output
    -
    -

    Structure containing various informations on the output format, all of them initialized by user in input module.

    -
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    Data Fields
    -char -root[_FILENAMESIZE_-32] -

    root for all file names

    -
    -int -z_pk_num -

    number of redshift at which P(k,z) and T_i(k,z) should be written

    -
    -double -z_pk[_Z_PK_NUM_MAX_] -

    value(s) of redshift at which P(k,z) and T_i(k,z) should be written

    -
    -short -write_header -

    flag stating whether we should write a header in output files

    -
    -enum file_format -output_format -

    which format for output files (definitions, order of columns, etc.)

    -
    -short -write_background -

    flag for outputing background evolution in file

    -
    -short -write_thermodynamics -

    flag for outputing thermodynamical evolution in file

    -
    -short -write_perturbations -

    flag for outputing perturbations of selected wavenumber(s) in file(s)

    -
    -short -write_primordial -

    flag for outputing scalar/tensor primordial spectra in files

    -
    -short -output_verbose -

    flag regulating the amount of information sent to standard output (none if set to zero)

    -
    -ErrorMsg -error_message -

    zone for writing error messages

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    Macro Definition Documentation

    - -

    ◆ _Z_PK_NUM_MAX_

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    #define _Z_PK_NUM_MAX_   100
    -
    -

    Maximum number of values of redshift at which the spectra will be written in output files

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    - - - - diff --git a/doc/manual/html/output_8h.js b/doc/manual/html/output_8h.js deleted file mode 100644 index 3361543a..00000000 --- a/doc/manual/html/output_8h.js +++ /dev/null @@ -1,17 +0,0 @@ -var output_8h = -[ - [ "output", "output_8h.html#structoutput", [ - [ "root", "output_8h.html#a9bf4ed2484f0a6183cb00fc36685d582", null ], - [ "z_pk_num", "output_8h.html#a50a980e835994df9d57456ae1c264629", null ], - [ "z_pk", "output_8h.html#af0802a2f0198a459a538665088453276", null ], - [ "write_header", "output_8h.html#af1e6b5891529b5327786a5cf09032c4f", null ], - [ "output_format", "output_8h.html#a5792445d2cb4ddf1520fe8dbe1a29568", null ], - [ "write_background", "output_8h.html#a6cd19c7e14f82d8d28bfc9d637d6781c", null ], - [ "write_thermodynamics", "output_8h.html#a0803edaeac4394767bf1ac92ea4389dc", null ], - [ "write_perturbations", "output_8h.html#ac0133a84b97b22bd03596bca8f60f86d", null ], - [ "write_primordial", "output_8h.html#af85e93c87f4b5163e73ff1b99b75e1f3", null ], - [ "output_verbose", "output_8h.html#abcfb9ab7c27dc27c33810dbd025468df", null ], - [ "error_message", "output_8h.html#a9b379f36863d6969898a97291fa78ec3", null ] - ] ], - [ "_Z_PK_NUM_MAX_", "output_8h.html#ad1fd7b52b9596abaee90e5523ec5fe8e", null ] -]; \ No newline at end of file diff --git a/doc/manual/html/output_8h__dep__incl.map b/doc/manual/html/output_8h__dep__incl.map deleted file mode 100644 index 5644f99c..00000000 --- a/doc/manual/html/output_8h__dep__incl.map +++ /dev/null @@ -1,7 +0,0 @@ - - - - - - - diff --git a/doc/manual/html/output_8h__dep__incl.md5 b/doc/manual/html/output_8h__dep__incl.md5 deleted file mode 100644 index 80726477..00000000 --- a/doc/manual/html/output_8h__dep__incl.md5 +++ /dev/null @@ -1 +0,0 @@ -d286fbfa6472e82599da7f0139ecf3f0 \ No newline at end of file diff --git a/doc/manual/html/output_8h__dep__incl.png b/doc/manual/html/output_8h__dep__incl.png deleted file mode 100644 index a2fe42f7..00000000 Binary files a/doc/manual/html/output_8h__dep__incl.png and /dev/null differ diff --git a/doc/manual/html/output_8h__incl.map b/doc/manual/html/output_8h__incl.map deleted file mode 100644 index 10ba4513..00000000 --- a/doc/manual/html/output_8h__incl.map +++ /dev/null @@ -1,20 +0,0 @@ - - - - - - - - - - - - - - - - - - - - diff --git a/doc/manual/html/output_8h__incl.md5 b/doc/manual/html/output_8h__incl.md5 deleted file mode 100644 index cac64193..00000000 --- a/doc/manual/html/output_8h__incl.md5 +++ /dev/null @@ -1 +0,0 @@ -3fdbe19c835fbeb9a0b48eda83987247 \ No newline at end of file diff --git a/doc/manual/html/output_8h__incl.png b/doc/manual/html/output_8h__incl.png deleted file mode 100644 index 62d2d716..00000000 Binary files a/doc/manual/html/output_8h__incl.png and /dev/null differ diff --git a/doc/manual/html/output_8h_source.html b/doc/manual/html/output_8h_source.html deleted file mode 100644 index 9612b7ec..00000000 --- a/doc/manual/html/output_8h_source.html +++ /dev/null @@ -1,132 +0,0 @@ - - - - - - - -CLASS MANUAL: output.h Source File - - - - - - - - - - - - - - -
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    output.h
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    1 
    3 #ifndef __OUTPUT__
    4 #define __OUTPUT__
    5 
    6 #include "common.h"
    7 #include "lensing.h"
    8 
    14 #define _Z_PK_NUM_MAX_ 100
    15 
    22 struct output {
    23 
    25 
    26  char root[_FILENAMESIZE_-32];
    29 
    33 
    34  int z_pk_num;
    35  double z_pk[_Z_PK_NUM_MAX_];
    38 
    42 
    43  short write_header;
    53 
    57 
    60  ErrorMsg error_message;
    63 };
    64 
    65 /*************************************************************************************************************/
    66 /* @cond INCLUDE_WITH_DOXYGEN */
    67 /*
    68  * Boilerplate for C++
    69  */
    70 #ifdef __cplusplus
    71 extern "C" {
    72 #endif
    73 
    74  int output_total_cl_at_l(
    75  struct spectra * psp,
    76  struct lensing * ple,
    77  struct output * pop,
    78  int l,
    79  double * cl
    80  );
    81 
    82  int output_init(
    83  struct background * pba,
    84  struct thermo * pth,
    85  struct perturbs * ppt,
    86  struct primordial * ppm,
    87  struct transfers * ptr,
    88  struct spectra * psp,
    89  struct nonlinear * pnl,
    90  struct lensing * ple,
    91  struct output * pop
    92  );
    93 
    94  int output_cl(
    95  struct background * pba,
    96  struct perturbs * ppt,
    97  struct spectra * psp,
    98  struct lensing * ple,
    99  struct output * pop
    100  );
    101 
    102  int output_pk(
    103  struct background * pba,
    104  struct perturbs * ppt,
    105  struct spectra * psp,
    106  struct output * pop
    107  );
    108 
    109  int output_pk_nl(
    110  struct background * pba,
    111  struct perturbs * ppt,
    112  struct spectra * psp,
    113  struct output * pop
    114  );
    115 
    116  int output_tk(
    117  struct background * pba,
    118  struct perturbs * ppt,
    119  struct spectra * psp,
    120  struct output * pop
    121  );
    122 
    123  int output_background(
    124  struct background * pba,
    125  struct output * pop
    126  );
    127 
    128  int output_thermodynamics(
    129  struct background * pba,
    130  struct thermo * pth,
    131  struct output * pop
    132  );
    133 
    134  int output_perturbations(
    135  struct background * pba,
    136  struct perturbs * ppt,
    137  struct output * pop
    138  );
    139 
    140  int output_primordial(
    141  struct perturbs * ppt,
    142  struct primordial * ppm,
    143  struct output * pop
    144  );
    145 
    146  int output_print_data(FILE *out,
    147  char titles[_MAXTITLESTRINGLENGTH_],
    148  double *dataptr,
    149  int tau_size);
    151  struct spectra * psp,
    152  struct output * pop,
    153  FILE ** clfile,
    154  FileName filename,
    155  char * first_line,
    156  int lmax
    157  );
    158 
    160  struct background * pba,
    161  struct spectra * psp,
    162  struct output * pop,
    163  FILE * clfile,
    164  double l,
    165  double * cl,
    166  int ct_size
    167  );
    168 
    170  struct background * pba,
    171  struct spectra * psp,
    172  struct output * pop,
    173  FILE ** pkfile,
    174  FileName filename,
    175  char * first_line,
    176  double z
    177  );
    178 
    180  FILE * tkfile,
    181  double one_k,
    182  double one_pk
    183  );
    184 
    185  int output_open_pk_nl_file(
    186  struct background * pba,
    187  struct nonlinear * pnl,
    188  struct output * pop,
    189  FILE ** pkfile,
    190  FileName filename,
    191  char * first_line,
    192  double z,
    193  int k_size
    194  );
    195 
    196 
    197 #ifdef __cplusplus
    198 }
    199 #endif
    200 
    201 #endif
    202 /* @endcond */
    Definition: background.h:31
    -
    int output_init(struct background *pba, struct thermo *pth, struct perturbs *ppt, struct primordial *ppm, struct transfers *ptr, struct spectra *psp, struct nonlinear *pnl, struct lensing *ple, struct output *pop)
    Definition: output.c:108
    -
    int output_tk(struct background *pba, struct perturbs *ppt, struct spectra *psp, struct output *pop)
    Definition: output.c:1172
    -
    Definition: lensing.h:17
    -
    int output_cl(struct background *pba, struct perturbs *ppt, struct spectra *psp, struct lensing *ple, struct output *pop)
    Definition: output.c:221
    - -
    int output_open_pk_file(struct background *pba, struct spectra *psp, struct output *pop, FILE **pkfile, FileName filename, char *first_line, double z)
    Definition: output.c:1798
    -
    Definition: spectra.h:17
    -
    int output_one_line_of_cl(struct background *pba, struct spectra *psp, struct output *pop, FILE *clfile, double l, double *cl, int ct_size)
    Definition: output.c:1718
    -
    Definition: perturbations.h:95
    -
    int output_print_data(FILE *out, char titles[_MAXTITLESTRINGLENGTH_], double *dataptr, int size_dataptr)
    Definition: output.c:1520
    -
    Definition: thermodynamics.h:58
    -
    short output_verbose
    Definition: output.h:58
    -
    int z_pk_num
    Definition: output.h:34
    -
    int output_open_cl_file(struct spectra *psp, struct output *pop, FILE **clfile, FileName filename, char *first_line, int lmax)
    Definition: output.c:1570
    -
    short write_perturbations
    Definition: output.h:49
    -
    enum file_format output_format
    Definition: output.h:45
    -
    Definition: output.h:22
    -
    char root[_FILENAMESIZE_-32]
    Definition: output.h:26
    -
    Definition: transfer.h:38
    -
    ErrorMsg error_message
    Definition: output.h:60
    -
    short write_thermodynamics
    Definition: output.h:48
    -
    file_format
    Definition: common.h:337
    -
    #define _Z_PK_NUM_MAX_
    Definition: output.h:14
    -
    int output_pk_nl(struct background *pba, struct perturbs *ppt, struct spectra *psp, struct output *pop)
    Definition: output.c:1024
    -
    int output_pk(struct background *pba, struct perturbs *ppt, struct spectra *psp, struct output *pop)
    Definition: output.c:601
    -
    short write_primordial
    Definition: output.h:50
    -
    double z_pk[_Z_PK_NUM_MAX_]
    Definition: output.h:35
    - -
    short write_background
    Definition: output.h:47
    -
    Definition: primordial.h:79
    -
    short write_header
    Definition: output.h:43
    -
    int output_one_line_of_pk(FILE *pkfile, double one_k, double one_pk)
    Definition: output.c:1837
    -
    Definition: nonlinear.h:21
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    - - - - diff --git a/doc/manual/html/output_8h_structoutput.js b/doc/manual/html/output_8h_structoutput.js deleted file mode 100644 index ce2375ed..00000000 --- a/doc/manual/html/output_8h_structoutput.js +++ /dev/null @@ -1,14 +0,0 @@ -var output_8h_structoutput = -[ - [ "root", "output_8h.html#a9bf4ed2484f0a6183cb00fc36685d582", null ], - [ "z_pk_num", "output_8h.html#a50a980e835994df9d57456ae1c264629", null ], - [ "z_pk", "output_8h.html#af0802a2f0198a459a538665088453276", null ], - [ "write_header", "output_8h.html#af1e6b5891529b5327786a5cf09032c4f", null ], - [ "output_format", "output_8h.html#a5792445d2cb4ddf1520fe8dbe1a29568", null ], - [ "write_background", "output_8h.html#a6cd19c7e14f82d8d28bfc9d637d6781c", null ], - [ "write_thermodynamics", "output_8h.html#a0803edaeac4394767bf1ac92ea4389dc", null ], - [ "write_perturbations", "output_8h.html#ac0133a84b97b22bd03596bca8f60f86d", null ], - [ "write_primordial", "output_8h.html#af85e93c87f4b5163e73ff1b99b75e1f3", null ], - [ "output_verbose", "output_8h.html#abcfb9ab7c27dc27c33810dbd025468df", null ], - [ "error_message", "output_8h.html#a9b379f36863d6969898a97291fa78ec3", null ] -]; \ No newline at end of file diff --git a/doc/manual/html/pages.html b/doc/manual/html/pages.html deleted file mode 100644 index 57465a44..00000000 --- a/doc/manual/html/pages.html +++ /dev/null @@ -1,105 +0,0 @@ - - - - - - - -CLASS MANUAL: Related Pages - - - - - - - - - - - - - - -
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    parser.h
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    1 #ifndef __PARSER__
    2 #define __PARSER__
    3 
    4 #include "common.h"
    5 
    6 #define _LINE_LENGTH_MAX_ 1024
    7 #define _ARGUMENT_LENGTH_MAX_ 1024
    9 typedef char FileArg[_ARGUMENT_LENGTH_MAX_];
    10 
    11 /* after reading a given file, all relevant information stored in this structure, in view of being processed later*/
    12 struct file_content {
    13  char * filename;
    14  int size;
    15  FileArg * name;
    16  FileArg * value;
    17  short * read;
    18 };
    19 
    20 /**************************************************************/
    21 
    22 /*
    23  * Boilerplate for C++
    24  */
    25 #ifdef __cplusplus
    26 extern "C" {
    27 #endif
    28 
    29 int parser_read_file(
    30  char * filename,
    31  struct file_content * pfc,
    32  ErrorMsg errmsg
    33  );
    34 
    35 int parser_init(
    36  struct file_content * pfc,
    37  int size,
    38  char * filename,
    39  ErrorMsg errmsg
    40  );
    41 
    42 int parser_free(
    43  struct file_content * pfc
    44  );
    45 
    46 int parser_read_line(
    47  char * line,
    48  int * is_data,
    49  char * name,
    50  char * value,
    51  ErrorMsg errmsg
    52  );
    53 
    54 int parser_read_int(
    55  struct file_content * pfc,
    56  char * name,
    57  int * value,
    58  int * found,
    59  ErrorMsg errmsg
    60  );
    61 
    62 int parser_read_double(
    63  struct file_content * pfc,
    64  char * name,
    65  double * value,
    66  int * found,
    67  ErrorMsg errmsg
    68  );
    69 
    70  int parser_read_double_and_position(
    71  struct file_content * pfc,
    72  char * name,
    73  double * value,
    74  int * position,
    75  int * found,
    76  ErrorMsg errmsg
    77  );
    78 
    79 int parser_read_string(
    80  struct file_content * pfc,
    81  char * name,
    82  FileArg * value,
    83  int * found,
    84  ErrorMsg errmsg
    85  );
    86 
    87 int parser_read_list_of_doubles(
    88  struct file_content * pfc,
    89  char * name,
    90  int * size,
    91  double ** pointer_to_list,
    92  int * found,
    93  ErrorMsg errmsg
    94  );
    95 
    96 int parser_read_list_of_integers(
    97  struct file_content * pfc,
    98  char * name,
    99  int * size,
    100  int ** pointer_to_list,
    101  int * found,
    102  ErrorMsg errmsg
    103  );
    104 
    105 int parser_read_list_of_strings(
    106  struct file_content * pfc,
    107  char * name,
    108  int * size,
    109  char ** pointer_to_list,
    110  int * found,
    111  ErrorMsg errmsg
    112  );
    113 
    114 int parser_cat(
    115  struct file_content * pfc1,
    116  struct file_content * pfc2,
    117  struct file_content * pfc3,
    118  ErrorMsg errmsg
    119  );
    120 
    121 #ifdef __cplusplus
    122 }
    123 #endif
    124 
    125 #endif
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    perturbations.c File Reference
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    - + Include dependency graph for perturbations.c:
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    -Functions

    int perturb_sources_at_tau (struct perturbs *ppt, int index_md, int index_ic, int index_type, double tau, double *psource)
     
    int perturb_init (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt)
     
    int perturb_free (struct perturbs *ppt)
     
    int perturb_indices_of_perturbs (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt)
     
    int perturb_timesampling_for_sources (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt)
     
    int perturb_get_k_list (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt)
     
    int perturb_workspace_init (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, struct perturb_workspace *ppw)
     
    int perturb_workspace_free (struct perturbs *ppt, int index_md, struct perturb_workspace *ppw)
     
    int perturb_solve (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, int index_ic, int index_k, struct perturb_workspace *ppw)
     
    int perturb_prepare_output (struct background *pba, struct perturbs *ppt)
     
    int perturb_find_approximation_number (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, struct perturb_workspace *ppw, double tau_ini, double tau_end, int *interval_number, int *interval_number_of)
     
    int perturb_find_approximation_switches (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, struct perturb_workspace *ppw, double tau_ini, double tau_end, double precision, int interval_number, int *interval_number_of, double *interval_limit, int **interval_approx)
     
    int perturb_vector_init (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, int index_ic, double k, double tau, struct perturb_workspace *ppw, int *pa_old)
     
    int perturb_vector_free (struct perturb_vector *pv)
     
    int perturb_initial_conditions (struct precision *ppr, struct background *pba, struct perturbs *ppt, int index_md, int index_ic, double k, double tau, struct perturb_workspace *ppw)
     
    int perturb_approximations (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, double tau, struct perturb_workspace *ppw)
     
    int perturb_timescale (double tau, void *parameters_and_workspace, double *timescale, ErrorMsg error_message)
     
    int perturb_einstein (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, double tau, double *y, struct perturb_workspace *ppw)
     
    int perturb_total_stress_energy (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, double *y, struct perturb_workspace *ppw)
     
    int perturb_sources (double tau, double *y, double *dy, int index_tau, void *parameters_and_workspace, ErrorMsg error_message)
     
    int perturb_print_variables (double tau, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
     
    int perturb_derivs (double tau, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
     
    int perturb_tca_slip_and_shear (double *y, void *parameters_and_workspace, ErrorMsg error_message)
     
    -

    Detailed Description

    -

    Documented perturbation module

    -

    Julien Lesgourgues, 23.09.2010

    -

    Deals with the perturbation evolution. This module has two purposes:

    -
      -
    • at the beginning; to initialize the perturbations, i.e. to integrate the perturbation equations, and store temporarily the terms contributing to the source functions as a function of conformal time. Then, to perform a few manipulations of these terms in order to infer the actual source functions $ S^{X} (k, \tau) $, and to store them as a function of conformal time inside an interpolation table.
    • -
    • at any time in the code; to evaluate the source functions at a given conformal time (by interpolating within the interpolation table).
    • -
    -

    Hence the following functions can be called from other modules:

    -
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    1. perturb_init() at the beginning (but after background_init() and thermodynamics_init())
    2. -
    3. perturb_sources_at_tau() at any later time
    4. -
    5. perturb_free() at the end, when no more calls to perturb_sources_at_tau() are needed
    6. -
    -

    Function Documentation

    - -

    ◆ perturb_sources_at_tau()

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_sources_at_tau (struct perturbsppt,
    int index_md,
    int index_ic,
    int index_type,
    double tau,
    double * psource 
    )
    -
    -

    Source function $ S^{X} (k, \tau) $ at a given conformal time tau.

    -

    Evaluate source functions at given conformal time tau by reading the pre-computed table and interpolating.

    -
    Parameters
    - - - - - - - -
    pptInput: pointer to perturbation structure containing interpolation tables
    index_mdInput: index of requested mode
    index_icInput: index of requested initial condition
    index_typeInput: index of requested source function type
    tauInput: any value of conformal time
    psourceOutput: vector (already allocated) of source function as a function of k
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
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    • interpolate in pre-computed table contained in ppt
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    ◆ perturb_init()

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    int perturb_init (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt 
    )
    -
    -

    Initialize the perturbs structure, and in particular the table of source functions.

    -

    Main steps:

    -
      -
    • given the values of the flags describing which kind of perturbations should be considered (modes: scalar/vector/tensor, initial conditions, type of source functions needed...), initialize indices and wavenumber list
    • -
    • define the time sampling for the output source functions
    • -
    • for each mode (scalar/vector/tensor): initialize the indices of relevant perturbations, integrate the differential system, compute and store the source functions.
    • -
    -
    Parameters
    - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    pptOutput: Initialized perturbation structure
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • perform preliminary checks
    • -
    • initialize all indices and lists in perturbs structure using perturb_indices_of_perturbs()
    • -
    • define the common time sampling for all sources using perturb_timesampling_for_sources()
    • -
    • if we want to store perturbations, write titles and allocate storage
    • -
    • create an array of workspaces in multi-thread case
    • -
    • loop over modes (scalar, tensors, etc). For each mode:
    • -
    • –> (a) create a workspace (one per thread in multi-thread case)
    • -
    • –> (b) initialize indices of vectors of perturbations with perturb_indices_of_current_vectors()
    • -
    • –> (c) loop over initial conditions and wavenumbers; for each of them, evolve perturbations and compute source functions with perturb_solve()
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    ◆ perturb_free()

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    - - - - - - - - -
    int perturb_free (struct perturbsppt)
    -
    -

    Free all memory space allocated by perturb_init().

    -

    To be called at the end of each run, only when no further calls to perturb_sources_at_tau() are needed.

    -
    Parameters
    - - -
    pptInput: perturbation structure to be freed
    -
    -
    -
    Returns
    the error status
    -

    Stuff related to perturbations output:

    -
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    • Free non-NULL pointers
    • -
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    ◆ perturb_indices_of_perturbs()

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    int perturb_indices_of_perturbs (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt 
    )
    -
    -

    Initialize all indices and allocate most arrays in perturbs structure.

    -
    Parameters
    - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    pptInput/Output: Initialized perturbation structure
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • count modes (scalar, vector, tensor) and assign corresponding indices
    • -
    • allocate array of number of types for each mode, ppt->tp_size[index_md]
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    • allocate array of number of initial conditions for each mode, ppt->ic_size[index_md]
    • -
    • allocate array of arrays of source functions for each mode, ppt->source[index_md]
    • -
    • initialization of all flags to false (will eventually be set to true later)
    • -
    • source flags and indices, for sources that all modes have in common (temperature, polarization, ...). For temperature, the term t2 is always non-zero, while other terms are non-zero only for scalars and vectors. For polarization, the term e is always non-zero, while the term b is only for vectors and tensors.
    • -
    • define k values with perturb_get_k_list()
    • -
    • loop over modes. Initialize flags and indices which are specific to each mode.
    • -
    • (a) scalars
    • -
    • –> source flags and indices, for sources that are specific to scalars
    • -
    • –> count scalar initial conditions (for scalars: ad, cdi, nid, niv; for tensors: only one) and assign corresponding indices
    • -
    • (b) vectors
    • -
    • –> source flags and indices, for sources that are specific to vectors
    • -
    • –> initial conditions for vectors
    • -
    • (c) tensors
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    • –> source flags and indices, for sources that are specific to tensors
    • -
    • –> only one initial condition for tensors
    • -
    • (d) for each mode, allocate array of arrays of source functions for each initial conditions and wavenumber, (ppt->source[index_md])[index_ic][index_type]
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    ◆ perturb_timesampling_for_sources()

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    int perturb_timesampling_for_sources (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt 
    )
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    Define time sampling for source functions.

    -

    For each type, compute the list of values of tau at which sources will be sampled. Knowing the number of tau values, allocate all arrays of source functions.

    -
    Parameters
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    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    pptInput/Output: Initialized perturbation structure
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    the error status
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    Summary:

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      -
    • define local variables
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    • -
    • (a) if CMB requested, first sampling point = when the universe stops being opaque; otherwise, start sampling gravitational potential at recombination [however, if perturbed recombination is requested, we also need to start the system before recombination. Otherwise, the initial conditions for gas temperature and ionization fraction perturbations (delta_T = 1/3 delta_b, delta_x_e) are not valid].
    • -
    • (b) next sampling point = previous + ppr->perturb_sampling_stepsize * timescale_source, where:
    • -
    • –> if CMB requested: timescale_source1 = $ |g/\dot{g}| = |\dot{\kappa}-\ddot{\kappa}/\dot{\kappa}|^{-1} $; timescale_source2 = $ |2\ddot{a}/a-(\dot{a}/a)^2|^{-1/2} $ (to sample correctly the late ISW effect; and timescale_source=1/(1/timescale_source1+1/timescale_source2); repeat till today.
    • -
    • –> if CMB not requested: timescale_source = 1/aH; repeat till today.
    • -
    • –> infer total number of time steps, ppt->tau_size
    • -
    • –> allocate array of time steps, ppt->tau_sampling[index_tau]
    • -
    • –> repeat the same steps, now filling the array with each tau value:
    • -
    • –> (b.1.) first sampling point = when the universe stops being opaque
    • -
    • –> (b.2.) next sampling point = previous + ppr->perturb_sampling_stepsize * timescale_source, where timescale_source1 = $ |g/\dot{g}| = |\dot{\kappa}-\ddot{\kappa}/\dot{\kappa}|^{-1} $; timescale_source2 = $ |2\ddot{a}/a-(\dot{a}/a)^2|^{-1/2} $ (to sample correctly the late ISW effect; and timescale_source=1/(1/timescale_source1+1/timescale_source2); repeat till today. If CMB not requested: timescale_source = 1/aH; repeat till today.
    • -
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    ◆ perturb_get_k_list()

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    int perturb_get_k_list (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt 
    )
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    Define the number of comoving wavenumbers using the information passed in the precision structure.

    -
    Parameters
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    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    pptInput: pointer to perturbation structure
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    the error status
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    Summary:

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      -
    • allocate arrays related to k list for each mode
    • -
    • scalar modes
    • -
    • –> find k_max (as well as k_max_cmb[ppt->index_md_scalars], k_max_cl[ppt->index_md_scalars])
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    • –> test that result for k_min, k_max make sense
    • -
    • vector modes
    • -
    • –> find k_max (as well as k_max_cmb[ppt->index_md_vectors], k_max_cl[ppt->index_md_vectors])
    • -
    • –> test that result for k_min, k_max make sense
    • -
    • tensor modes
    • -
    • –> find k_max (as well as k_max_cmb[ppt->index_md_tensors], k_max_cl[ppt->index_md_tensors])
    • -
    • –> test that result for k_min, k_max make sense
    • -
    • If user asked for k_output_values, add those to all k lists:
    • -
    • –> Find indices in ppt->k[index_md] corresponding to 'k_output_values'. We are assuming that ppt->k is sorted and growing, and we have made sure that ppt->k_output_values is also sorted and growing.
    • -
    • –> Decide if we should add k_output_value now. This has to be this complicated, since we can only compare the k-values when both indices are in range.
    • -
    • –> The two MIN statements are here because in a normal run, the cl and cmb arrays contain a single k value larger than their respective k_max. We are mimicking this behavior.
    • -
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    ◆ perturb_workspace_init()

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    int perturb_workspace_init (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    int index_md,
    struct perturb_workspaceppw 
    )
    -
    -

    Initialize a perturb_workspace structure. All fields are allocated here, with the exception of the perturb_vector '–>pv' field, which is allocated separately in perturb_vector_init. We allocate one such perturb_workspace structure per thread and per mode (scalar/../tensor). Then, for each thread, all initial conditions and wavenumbers will use the same workspace.

    -
    Parameters
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    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to the thermodynamics structure
    pptInput: pointer to the perturbation structure
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    ppwInput/Output: pointer to perturb_workspace structure which fields are allocated or filled here
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • Compute maximum l_max for any multipole
    • -
    • Allocate $ s_l$[ ] array for freestreaming of multipoles (see arXiv:1305.3261) and initialize to 1.0, which is the K=0 value.
    • -
    • define indices of metric perturbations obeying constraint equations (this can be done once and for all, because the vector of metric perturbations is the same whatever the approximation scheme, unlike the vector of quantities to be integrated, which is allocated separately in perturb_vector_init)
    • -
    • allocate some workspace in which we will store temporarily the values of background, thermodynamics, metric and source quantities at a given time
    • -
    • count number of approximations, initialize their indices, and allocate their flags
    • -
    • For definiteness, initialize approximation flags to arbitrary values (correct values are overwritten in pertub_find_approximation_switches)
    • -
    • allocate fields where some of the perturbations are stored
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    ◆ perturb_workspace_free()

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    int perturb_workspace_free (struct perturbsppt,
    int index_md,
    struct perturb_workspaceppw 
    )
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    -

    Free the perturb_workspace structure (with the exception of the perturb_vector '–>pv' field, which is freed separately in perturb_vector_free).

    -
    Parameters
    - - - - -
    pptInput: pointer to the perturbation structure
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    ppwInput: pointer to perturb_workspace structure to be freed
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    the error status
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    ◆ perturb_solve()

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    int perturb_solve (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    int index_md,
    int index_ic,
    int index_k,
    struct perturb_workspaceppw 
    )
    -
    -

    Solve the perturbation evolution for a given mode, initial condition and wavenumber, and compute the corresponding source functions.

    -

    For a given mode, initial condition and wavenumber, this function finds the time ranges over which the perturbations can be described within a given approximation. For each such range, it initializes (or redistributes) perturbations using perturb_vector_init(), and integrates over time. Whenever a "source sampling time" is passed, the source terms are computed and stored in the source table using perturb_sources().

    -
    Parameters
    - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to the thermodynamics structure
    pptInput/Output: pointer to the perturbation structure (output source functions S(k,tau) written here)
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    index_icInput: index of initial condition under consideration (ad, iso...)
    index_kInput: index of wavenumber
    ppwInput: pointer to perturb_workspace structure containing index values and workspaces
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • initialize indices relevant for back/thermo tables search
    • -
    • get wavenumber value
    • -
    • If non-zero curvature, update array of free-streaming coefficients ppw->s_l
    • -
    • maximum value of tau for which sources are calculated for this wavenumber
    • -
    • using bisection, compute minimum value of tau for which this wavenumber is integrated
    • -
    • find the number of intervals over which approximation scheme is constant
    • -
    • fill the structure containing all fixed parameters, indices and workspaces needed by perturb_derivs
    • -
    • check whether we need to print perturbations to a file for this wavenumber
    • -
    • loop over intervals over which approximation scheme is uniform. For each interval:
    • -
    • –> (a) fix the approximation scheme
    • -
    • –> (b) get the previous approximation scheme. If the current interval starts from the initial time tau_ini, the previous approximation is set to be a NULL pointer, so that the function perturb_vector_init() knows that perturbations must be initialized
    • -
    • –> (c) define the vector of perturbations to be integrated over. If the current interval starts from the initial time tau_ini, fill the vector with initial conditions for each mode. If it starts from an approximation switching point, redistribute correctly the perturbations from the previous to the new vector of perturbations.
    • -
    • –> (d) integrate the perturbations over the current interval.
    • -
    • if perturbations were printed in a file, close the file
    • -
    • fill the source terms array with zeros for all times between the last integrated time tau_max and tau_today.
    • -
    • free quantities allocated at the beginning of the routine
    • -
    - -
    -
    - -

    ◆ perturb_prepare_output()

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    - - - - - - - - - - - - - - - - - - -
    int perturb_prepare_output (struct backgroundpba,
    struct perturbsppt 
    )
    -
    -

    Write titles for all perturbations that we would like to print/store.

    - -
    -
    - -

    ◆ perturb_find_approximation_number()

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_find_approximation_number (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    int index_md,
    double k,
    struct perturb_workspaceppw,
    double tau_ini,
    double tau_end,
    int * interval_number,
    int * interval_number_of 
    )
    -
    -

    For a given mode and wavenumber, find the number of intervals of time between tau_ini and tau_end such that the approximation scheme (and the number of perturbation equations) is uniform.

    -
    Parameters
    - - - - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to the thermodynamics structure
    pptInput: pointer to the perturbation structure
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    kInput: index of wavenumber
    ppwInput: pointer to perturb_workspace structure containing index values and workspaces
    tau_iniInput: initial time of the perturbation integration
    tau_endInput: final time of the perturbation integration
    interval_numberOutput: total number of intervals
    interval_number_ofOutput: number of intervals with respect to each particular approximation
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • fix default number of intervals to one (if no approximation switch)
    • -
    • loop over each approximation and add the number of approximation switching times
    • -
    - -
    -
    - -

    ◆ perturb_find_approximation_switches()

    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_find_approximation_switches (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    int index_md,
    double k,
    struct perturb_workspaceppw,
    double tau_ini,
    double tau_end,
    double precision,
    int interval_number,
    int * interval_number_of,
    double * interval_limit,
    int ** interval_approx 
    )
    -
    -

    For a given mode and wavenumber, find the values of time at which the approximation changes.

    -
    Parameters
    - - - - - - - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to the thermodynamics structure
    pptInput: pointer to the perturbation structure
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    kInput: index of wavenumber
    ppwInput: pointer to perturb_workspace structure containing index values and workspaces
    tau_iniInput: initial time of the perturbation integration
    tau_endInput: final time of the perturbation integration
    precisionInput: tolerance on output values
    interval_numberInput: total number of intervals
    interval_number_ofInput: number of intervals with respect to each particular approximation
    interval_limitOutput: value of time at the boundary of the intervals: tau_ini, tau_switch1, ..., tau_end
    interval_approxOutput: value of approximations in each interval
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • write in output arrays the initial time and approximation
    • -
    • if there are no approximation switches, just write final time and return
    • -
    • if there are switches, consider approximations one after each other. Find switching time by bisection. Store all switches in arbitrary order in array unsorted_tau_switch[ ]
    • -
    • now sort interval limits in correct order
    • -
    • store each approximation in chronological order
    • -
    - -
    -
    - -

    ◆ perturb_vector_init()

    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_vector_init (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    int index_md,
    int index_ic,
    double k,
    double tau,
    struct perturb_workspaceppw,
    int * pa_old 
    )
    -
    -

    Initialize the field '–>pv' of a perturb_workspace structure, which is a perturb_vector structure. This structure contains indices and values of all quantities which need to be integrated with respect to time (and only them: quantities fixed analytically or obeying constraint equations are NOT included in this vector). This routine distinguishes between two cases:

    -

    –> the input pa_old is set to the NULL pointer:

    -

    This happens when we start integrating over a new wavenumber and we want to set initial conditions for the perturbations. Then, it is assumed that ppw–>pv is not yet allocated. This routine allocates it, defines all indices, and then fills the vector ppw–>pv–>y with the initial conditions defined in perturb_initial_conditions.

    -

    –> the input pa_old is not set to the NULL pointer and describes some set of approximations:

    -

    This happens when we need to change approximation scheme while integrating over a given wavenumber. The new approximation described by ppw–>pa is then different from pa_old. Then, this routine allocates a new vector with a new size and new index values; it fills this vector with initial conditions taken from the previous vector passed as an input in ppw–>pv, and eventually with some analytic approximations for the new variables appearing at this time; then the new vector comes in replacement of the old one, which is freed.

    -
    Parameters
    - - - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to the thermodynamics structure
    pptInput: pointer to the perturbation structure
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    index_icInput: index of initial condition under consideration (ad, iso...)
    kInput: wavenumber
    tauInput: conformal time
    ppwInput/Output: workspace containing in input the approximation scheme, the background/thermodynamics/metric quantities, and eventually the previous vector y; and in output the new vector y.
    pa_oldInput: NULL is we need to set y to initial conditions for a new wavenumber; points towards a perturb_approximations if we want to switch of approximation.
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • allocate a new perturb_vector structure to which ppw–>pv will point at the end of the routine
    • -
    • initialize pointers to NULL (they will be allocated later if needed), relevant for perturb_vector_free()
    • -
    • define all indices in this new vector (depends on approximation scheme, described by the input structure ppw–>pa)
    • -
    • (a) metric perturbations V or $ h_v $ depending on gauge
    • -
    • (b) metric perturbation h is a propagating degree of freedom, so h and hdot are included in the vector of ordinary perturbations, no in that of metric perturbations
    • -
    • allocate vectors for storing the values of all these quantities and their time-derivatives at a given time
    • -
    • specify which perturbations are needed in the evaluation of source terms
    • -
    • case of setting initial conditions for a new wavenumber
    • -
    • –> (a) check that current approximation scheme is consistent with initial conditions
    • -
    • –> (b) let ppw–>pv points towards the perturb_vector structure that we just created
    • -
    • –> (c) fill the vector ppw–>pv–>y with appropriate initial conditions
    • -
    • case of switching approximation while a wavenumber is being integrated
    • -
    • –> (a) for the scalar mode:
    • -
    • —> (a.1.) check that the change of approximation scheme makes sense (note: before calling this routine there is already a check that we wish to change only one approximation flag at a time)
    • -
    • —> (a.2.) some variables (b, cdm, fld, ...) are not affected by any approximation. They need to be reconducted whatever the approximation switching is. We treat them here. Below we will treat other variables case by case.
    • -
    • –> (b) for the vector mode
    • -
    • —> (b.1.) check that the change of approximation scheme makes sense (note: before calling this routine there is already a check that we wish to change only one approximation flag at a time)
    • -
    • —> (b.2.) some variables (gw, gwdot, ...) are not affected by any approximation. They need to be reconducted whatever the approximation switching is. We treat them here. Below we will treat other variables case by case.
    • -
    • –> (c) for the tensor mode
    • -
    • —> (c.1.) check that the change of approximation scheme makes sense (note: before calling this routine there is already a check that we wish to change only one approximation flag at a time)
    • -
    • —> (c.2.) some variables (gw, gwdot, ...) are not affected by any approximation. They need to be reconducted whatever the approximation switching is. We treat them here. Below we will treat other variables case by case.
    • -
    • –> (d) free the previous vector of perturbations
    • -
    • –> (e) let ppw–>pv points towards the perturb_vector structure that we just created
    • -
    - -
    -
    - -

    ◆ perturb_vector_free()

    - -
    -
    - - - - - - - - -
    int perturb_vector_free (struct perturb_vectorpv)
    -
    -

    Free the perturb_vector structure.

    -
    Parameters
    - - -
    pvInput: pointer to perturb_vector structure to be freed
    -
    -
    -
    Returns
    the error status
    - -
    -
    - -

    ◆ perturb_initial_conditions()

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_initial_conditions (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    int index_md,
    int index_ic,
    double k,
    double tau,
    struct perturb_workspaceppw 
    )
    -
    -

    For each mode, wavenumber and initial condition, this function initializes in the vector all values of perturbed variables (in a given gauge). It is assumed here that all values have previously been set to zero, only non-zero values are set here.

    -
    Parameters
    - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to the perturbation structure
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    index_icInput: index of initial condition under consideration (ad, iso...)
    kInput: wavenumber
    tauInput: conformal time
    ppwInput/Output: workspace containing in input the approximation scheme, the background/thermodynamics/metric quantities, and eventually the previous vector y; and in output the new vector y.
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -

    –> Declare local variables

    -

    –> For scalars

    -
      -
    • (a) compute relevant background quantities: compute rho_r, rho_m, rho_nu (= all relativistic except photons), and their ratio.
    • -
    • (b) starts by setting everything in synchronous gauge. If another gauge is needed, we will perform a gauge transformation below.
    • -
    • –> (b.1.) adiabatic
    • -
    • —> Canonical field (solving for the perturbations): initial perturbations set to zero, they should reach the attractor soon enough.
    • -
    • —> TODO: Incorporate the attractor IC from 1004.5509. delta_phi $ = -(a/k)^2/\phi'(\rho + p)\theta $, delta_phi_prime $ = a^2/\phi' $ (delta_rho_phi + V'delta_phi), and assume theta, delta_rho as for perfect fluid with $ c_s^2 = 1 $ and w = 1/3 (ASSUMES radiation TRACKING)
    • -
    • –> (b.2.) Cold dark matter Isocurvature
    • -
    • –> (b.3.) Baryon Isocurvature
    • -
    • –> (b.4.) Neutrino density Isocurvature
    • -
    • –> (b.5.) Neutrino velocity Isocurvature
    • -
    • (c) If the needed gauge is really the synchronous gauge, we need to affect the previously computed value of eta to the actual variable eta
    • -
    • (d) If the needed gauge is the newtonian gauge, we must compute alpha and then perform a gauge transformation for each variable
    • -
    • (e) In any gauge, we should now implement the relativistic initial conditions in ur and ncdm variables
    • -
    -

    –> For tensors

    -

    tensor initial conditions take into account the fact that scalar (resp. tensor) $ C_l$'s are related to the real space power spectrum of curvature (resp. of the tensor part of metric perturbations)

    -

    -\[ <R(x) R(x)> \ \ \sum_{ij} <h_{ij}(x) h^{ij}(x)> \] -

    -

    In momentum space it is conventional to use the modes R(k) and h(k) where the quantity h obeying to the equation of propagation:

    -

    -\[ h'' + \frac{2a'}{a} h + [k2+2K] h = 12\pi Ga2 (\rho+p) \sigma = 8\pi Ga2 p \pi \] -

    -

    and the power spectra in real space and momentum space are related through:

    -

    -\[ <R(x) R(x)> = \int \frac{dk}{k} \left[ \frac{k^3}{2\pi^2} <R(k)R(k)^*>\right] = \int \frac{dk}{k} \mathcal{P}_R(k) \] -

    -

    -\[\sum_{ij} <h_{ij}(x) h^{ij}(x)> = \frac{dk}{k} \left[ \frac{k^3}{2\pi^2} F\left(\frac{k^2}{K}\right) <h(k)h(k)^*>\right] = \int \frac{dk}{k} F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \] -

    -

    where $ \mathcal{P}_R$ and $ \mathcal{P}_h$ are the dimensionless spectrum of curvature R, and F is a function of k2/K, where K is the curvature parameter. F is equal to one in flat space (K=0), and coming from the contraction of the laplacian eigentensor $ Q_{ij}$ with itself. We will give F explicitly below.

    -

    Similarly the scalar (S) and tensor (T) $ C_l$'s are given by

    -

    -\[ C_l^S = 4\pi \int \frac{dk}{k} [\Delta_l^S(q)]^2 \mathcal{P}_R(k) \] -

    -

    -\[ C_l^T = 4\pi \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \] -

    -

    The usual convention for the tensor-to-scalar ratio $ r = A_t / A_s $ at pivot scale = 16 epsilon in single-field inflation is such that for constant $ \mathcal{P}_R(k)$ and $ \mathcal{P}_h(k)$,

    -

    -\[ r = 6 \frac{\mathcal{P}_h(k)}{\mathcal{P}_R(k)} \] -

    -

    so

    -

    -\[ \mathcal{P}_h(k) = \frac{\mathcal{P}_R(k) r}{6} = \frac{A_s r}{6} = \frac{A_t}{6} \] -

    -

    A priori it would make sense to say that for a power-law primordial spectrum there is an extra factor $ (k/k_{pivot})^{n_t} $ (and eventually running and so on and so forth...)

    -

    However it has been shown that the minimal models of inflation in a negatively curved bubble lead to $ \mathcal{P}_h(k)=\tanh(\pi*\nu/2)$. In open models it is customary to define the tensor tilt in a non-flat universe as a deviation from this behavior rather than from true scale-invariance in the above sense.

    -

    Hence we should have

    -

    -\[ \mathcal{P}_h(k) = \frac{A_t}{6} [ \tanh(\pi*\frac{\nu}{2})] (k/k_{pivot})^{(n_t+...)}\] -

    -

    where the brackets

    -\[ [...] \] -

    -

    mean "if K<0"

    -

    Then

    -

    -\[ C_l^T = 4\pi \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \frac{A_t}{6} [\tanh(\pi*\frac{\nu}{2})] (k/k_{pivot})^{(n_t+...)} \] -

    -

    In the code, it is then a matter of choice to write:

    -
      -
    • In the primordial module: $ \mathcal{P}_h(k) = \frac{A_t}{6} \tanh{(\pi*\frac{\nu}{2})} (k/k^*)^{n_T}$
    • -
    • In the perturbation initial conditions: $ h = 1$
    • -
    • In the spectra module: $ C_l^T = \frac{4}{\pi} \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) $
    • -
    -

    or:

    -
      -
    • In the primordial module: $ \mathcal{P}_h(k) = A_t (k/k^*)^{n_T} $
    • -
    • In the perturbation initial conditions: $ h = \sqrt{[F\left(\frac{k^2}{K}\right) / 6] \tanh{(\pi*\frac{\nu}{2})}} $
    • -
    • In the spectra module: $ C_l^T = \frac{4}{\pi} \int \frac{dk}{k} [\Delta_l^T(q)]^2 \mathcal{P}_h(k) $
    • -
    -

    We choose this last option, such that the primordial and spectra module differ minimally in flat and non-flat space. Then we must impose

    -

    -\[ h = \sqrt{\left(\frac{F}{6}\right) \tanh{(\pi*\frac{\nu}{2})}} \] -

    -

    The factor F is found to be given by:

    -

    -\[ \sum_{ij}<h_{ij}(x) h^{ij}(x)> = \int \frac{dk}{k} \frac{k2(k2-K)}{(k2+3K)(k2+2K)} \mathcal{P}_h(k) \] -

    -

    Introducing as usual $ q2 = k2 - 3K $ and using qdq = kdk this gives

    -

    -\[ \sum_{ij}<h_{ij}(x) h^{ij}(x)> = \int \frac{dk}{k} \frac{(q2-3K)(q2-4K)}{q2(q2-K)} \mathcal{P}_h(k) \] -

    -

    Using qdq = kdk this is equivalent to

    -

    -\[ \sum_{ij}<h_{ij}(x) h^{ij}(x)> = \int \frac{dq}{q} \frac{q2-4K}{q2-K} \mathcal{P}_h(k(q)) \] -

    -

    Finally, introducing $ \nu=q/\sqrt{|K|}$ and sgnK=SIGN(k) $=\pm 1$, this could also be written

    -

    -\[ \sum_{ij}<h_{ij}(x) h^{ij}(x)> = \int \frac{d\nu}{\nu} \frac{(\nu2-4sgnK)}{(\nu2-sgnK)} \mathcal{P}_h(k(\nu)) \] -

    -

    Equation (43,44) of Hu, Seljak, White, Zaldarriaga is equivalent to absorbing the above factor $ (\nu2-4sgnK)/(\nu2-sgnK)$ in the definition of the primordial spectrum. Since the initial condition should be written in terms of k rather than nu, they should read

    -

    -\[ h = \sqrt{ [k2(k2-K)]/[(k2+3K)(k2+2K)] / 6 * \tanh{(\pi*\frac{\nu}{2})} } \] -

    -

    We leave the freedom to multiply by an arbitrary number ppr->gw_ini. The standard convention corresponding to standard definitions of r, $ A_T$, $ n_T$ is however ppr->gw_ini=1.

    - -
    -
    - -

    ◆ perturb_approximations()

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_approximations (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    int index_md,
    double k,
    double tau,
    struct perturb_workspaceppw 
    )
    -
    -

    Evaluate background/thermodynamics at $ \tau $, infer useful flags / time scales for integrating perturbations.

    -

    Evaluate background quantities at $ \tau $, as well as thermodynamics for scalar mode; infer useful flags and time scales for integrating the perturbations:

      -
    • check whether tight-coupling approximation is needed.
    • -
    • check whether radiation (photons, massless neutrinos...) perturbations are needed.
    • -
    • choose step of integration: step = ppr->perturb_integration_stepsize * min_time_scale, where min_time_scale = smallest time scale involved in the equations. There are three time scales to compare:
        -
      1. that of recombination, $ \tau_c = 1/\kappa' $
      2. -
      3. Hubble time scale, $ \tau_h = a/a' $
      4. -
      5. Fourier mode, $ \tau_k = 1/k $
      6. -
      -
    • -
    -

    So, in general, min_time_scale = $ \min(\tau_c, \tau_b, \tau_h, \tau_k) $.

    -

    However, if $ \tau_c \ll \tau_h $ and $ \tau_c \ll \tau_k $, we can use the tight-coupling regime for photons and write equations in such way that the time scale $ \tau_c $ becomes irrelevant (no effective mass term in $ 1/\tau_c $). Then, the smallest scale in the equations is only $ \min(\tau_h, \tau_k) $. In practise, it is sufficient to use only the condition $ \tau_c \ll \tau_h $.

    -

    Also, if $ \rho_{matter} \gg \rho_{radiation} $ and $ k \gg aH $, we can switch off radiation perturbations (i.e. switch on the free-streaming approximation) and then the smallest scale is simply $ \tau_h $.

    -
    Parameters
    - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    pptInput: pointer to the perturbation structure
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    kInput: wavenumber
    tauInput: conformal time
    ppwInput/Output: in output contains the approximation to be used at this time
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • compute Fourier mode time scale = $ \tau_k = 1/k $
    • -
    • evaluate background quantities with background_at_tau() and Hubble time scale $ \tau_h = a/a' $
    • -
    • for scalar modes:
    • -
    • –> (a) evaluate thermodynamical quantities with thermodynamics_at_z()
    • -
    • —> (b.1.) if $ \kappa'=0 $, recombination is finished; tight-coupling approximation must be off
    • -
    • —> (b.2.) if $ \kappa' \neq 0 $, recombination is not finished: check tight-coupling approximation
    • -
    • -—> (b.2.a) compute recombination time scale for photons, $ \tau_{\gamma} = 1/ \kappa' $
    • -
    • -—> (b.2.b) check whether tight-coupling approximation should be on
    • -
    • –> (c) free-streaming approximations
    • -
    • for tensor modes:
    • -
    • –> (a) evaluate thermodynamical quantities with thermodynamics_at_z()
    • -
    • —> (b.1.) if $ \kappa'=0 $, recombination is finished; tight-coupling approximation must be off
    • -
    • —> (b.2.) if $ \kappa' \neq 0 $, recombination is not finished: check tight-coupling approximation
    • -
    • -—> (b.2.a) compute recombination time scale for photons, $ \tau_{\gamma} = 1/ \kappa' $
    • -
    • -—> (b.2.b) check whether tight-coupling approximation should be on
    • -
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    -
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    ◆ perturb_timescale()

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    int perturb_timescale (double tau,
    void * parameters_and_workspace,
    double * timescale,
    ErrorMsg error_message 
    )
    -
    -

    Compute typical timescale over which the perturbation equations vary. Some integrators (e.g. Runge-Kunta) benefit from calling this routine at each step in order to adapt the next step.

    -

    This is one of the few functions in the code which is passed to the generic_integrator() routine. Since generic_integrator() should work with functions passed from various modules, the format of the arguments is a bit special:

      -
    • fixed parameters and workspaces are passed through a generic pointer. generic_integrator() doesn't know the content of this pointer.
    • -
    • the error management is a bit special: errors are not written as usual to pth->error_message, but to a generic error_message passed in the list of arguments.
    • -
    -
    Parameters
    - - - - - -
    tauInput: conformal time
    parameters_and_workspaceInput: fixed parameters (e.g. indices), workspace, approximation used, etc.
    timescaleOutput: perturbation variation timescale (given the approximation used)
    error_messageOutput: error message
    -
    -
    -

    Summary:

    -
      -
    • define local variables
    • -
    • extract the fields of the parameter_and_workspace input structure
    • -
    • compute Fourier mode time scale = $ \tau_k = 1/k $
    • -
    • evaluate background quantities with background_at_tau() and Hubble time scale $ \tau_h = a/a' $
    • -
    • for scalars modes:
    • -
    • –> compute recombination time scale for photons, $ \tau_{\gamma} = 1/ \kappa' $
    • -
    • for vector modes:
    • -
    • –> compute recombination time scale for photons, $ \tau_{\gamma} = 1/ \kappa' $
    • -
    • for tensor modes:
    • -
    • –> compute recombination time scale for photons, $ \tau_{\gamma} = 1/ \kappa' $
    • -
    - -
    -
    - -

    ◆ perturb_einstein()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_einstein (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    int index_md,
    double k,
    double tau,
    double * y,
    struct perturb_workspaceppw 
    )
    -
    -

    Compute metric perturbations (those not integrated over time) using Einstein equations

    -
    Parameters
    - - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    pptInput: pointer to the perturbation structure
    index_mdInput: index of mode under consideration (scalar/.../tensor)
    kInput: wavenumber
    tauInput: conformal time
    yInput: vector of perturbations (those integrated over time) (already allocated)
    ppwInput/Output: in output contains the updated metric perturbations
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • define wavenumber and scale factor related quantities
    • -
    • sum up perturbations from all species
    • -
    • for scalar modes:
    • -
    • –> infer metric perturbations from Einstein equations
    • -
    • for vector modes
    • -
    • for tensor modes
    • -
    - -
    -
    - -

    ◆ perturb_total_stress_energy()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_total_stress_energy (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    int index_md,
    double k,
    double * y,
    struct perturb_workspaceppw 
    )
    -
    -

    Summary:

    -
      -
    • define local variables
    • -
    • wavenumber and scale factor related quantities
    • -
    • for scalar modes
    • -
    • –> (a) deal with approximation schemes
    • -
    • —> (a.1.) photons
    • -
    • -—> (a.1.1.) no approximation
    • -
    • -—> (a.1.2.) radiation streaming approximation
    • -
    • -—> (a.1.3.) tight coupling approximation
    • -
    • —> (a.2.) ur
    • -
    • –> (b) compute the total density, velocity and shear perturbations
    • -
    • for vector modes
    • -
    • –> photon contribution to vector sources:
    • -
    • –> baryons
    • -
    • for tensor modes
    • -
    • –> photon contribution to gravitational wave source:
    • -
    • –> ur contribution to gravitational wave source:
    • -
    • –> ncdm contribution to gravitational wave source:
    • -
    - -
    -
    - -

    ◆ perturb_sources()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_sources (double tau,
    double * y,
    double * dy,
    int index_tau,
    void * parameters_and_workspace,
    ErrorMsg error_message 
    )
    -
    -

    Compute the source functions (three terms for temperature, one for E or B modes, etc.)

    -

    This is one of the few functions in the code which is passed to the generic_integrator() routine. Since generic_integrator() should work with functions passed from various modules, the format of the arguments is a bit special:

    -
      -
    • fixed parameters and workspaces are passed through a generic pointer. generic_integrator() doesn't know the content of this pointer.
    • -
    • the error management is a bit special: errors are not written as usual to pth->error_message, but to a generic error_message passed in the list of arguments.
    • -
    -
    Parameters
    - - - - - - - -
    tauInput: conformal time
    yInput: vector of perturbations
    dyInput: vector of time derivative of perturbations
    index_tauInput: index in the array tau_sampling
    parameters_and_workspaceInput/Output: in input, all parameters needed by perturb_derivs, in output, source terms
    error_messageOutput: error message
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • rename structure fields (just to avoid heavy notations)
    • -
    • get background/thermo quantities in this point
    • -
    • for scalars
    • -
    • –> compute metric perturbations
    • -
    • –> compute quantities depending on approximation schemes
    • -
    • –> for each type, compute source terms
    • -
    • for tensors
    • -
    • –> compute quantities depending on approximation schemes
    • -
    - -
    -
    - -

    ◆ perturb_print_variables()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_print_variables (double tau,
    double * y,
    double * dy,
    void * parameters_and_workspace,
    ErrorMsg error_message 
    )
    -
    -

    When testing the code or a cosmological model, it can be useful to output perturbations at each step of integration (and not just the delta's at each source sampling point, which is achieved simply by asking for matter transfer functions). Then this function can be passed to the generic_evolver routine.

    -

    By default, instead of passing this function to generic_evolver, one passes a null pointer. Then this function is just not used.

    -
    Parameters
    - - - - - - -
    tauInput: conformal time
    yInput: vector of perturbations
    dyInput: vector of its derivatives (already allocated)
    parameters_and_workspaceInput: fixed parameters (e.g. indices)
    error_messageOutput: error message
    -
    -
    -

    Summary:

    -
      -
    • define local variables
    • -
    • ncdm sector begins
    • -
    • ncdm sector ends
    • -
    • rename structure fields (just to avoid heavy notations)
    • -
    • update background/thermo quantities in this point
    • -
    • update metric perturbations in this point
    • -
    • calculate perturbed recombination
    • -
    • for scalar modes
    • -
    • –> Get delta, deltaP/rho, theta, shear and store in array
    • -
    • –> Do gauge transformation of delta, deltaP/rho (?) and theta using -= 3aH(1+w_ncdm) alpha for delta.
    • -
    • –> Handle (re-)allocation
    • -
    • for tensor modes:
    • -
    • –> Handle (re-)allocation
    • -
    - -
    -
    - -

    ◆ perturb_derivs()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_derivs (double tau,
    double * y,
    double * dy,
    void * parameters_and_workspace,
    ErrorMsg error_message 
    )
    -
    -

    Compute derivative of all perturbations to be integrated

    -

    For each mode (scalar/vector/tensor) and each wavenumber k, this function computes the derivative of all values in the vector of perturbed variables to be integrated.

    -

    This is one of the few functions in the code which is passed to the generic_integrator() routine. Since generic_integrator() should work with functions passed from various modules, the format of the arguments is a bit special:

      -
    • fixed parameters and workspaces are passed through a generic pointer. generic_integrator() doesn't know what the content of this pointer is.
    • -
    • errors are not written as usual in pth->error_message, but in a generic error_message passed in the list of arguments.
    • -
    -
    Parameters
    - - - - - - -
    tauInput: conformal time
    yInput: vector of perturbations
    dyOutput: vector of its derivatives (already allocated)
    parameters_and_workspaceInput/Output: in input, fixed parameters (e.g. indices); in output, background and thermo quantities evaluated at tau.
    error_messageOutput: error message
    -
    -
    -

    Summary:

    -
      -
    • define local variables
    • -
    • rename the fields of the input structure (just to avoid heavy notations)
    • -
    • get background/thermo quantities in this point
    • -
    • get metric perturbations with perturb_einstein()
    • -
    • compute related background quantities
    • -
    • Compute 'generalised cotK function of argument $ \sqrt{|K|}*\tau $, for closing hierarchy. (see equation 2.34 in arXiv:1305.3261):
    • -
    • for scalar modes:
    • -
    • –> (a) define short-cut notations for the scalar perturbations
    • -
    • –> (b) perturbed recombination
    • -
    • –> (c) compute metric-related quantities (depending on gauge; additional gauges can be coded below)
        -
      • Each continuity equation contains a term in (theta+metric_continuity) with metric_continuity = (h_prime/2) in synchronous gauge, (-3 phi_prime) in newtonian gauge
      • -
      • Each Euler equation contains a source term metric_euler with metric_euler = 0 in synchronous gauge, (k2 psi) in newtonian gauge
      • -
      • Each shear derivative equation contains a source term metric_shear equal to metric_shear = (h_prime+6eta_prime)/2 in synchronous gauge, 0 in newtonian gauge
      • -
      • metric_shear_prime is the derivative of metric_shear
      • -
      • In the ufa_class approximation, the leading-order source term is (h_prime/2) in synchronous gauge, (-3 (phi_prime+psi_prime)) in newtonian gauge: we approximate the later by (-6 phi_prime)
      • -
      -
    • -
    • –> (d) if some approximation schemes are turned on, enforce a few y[] values computed in perturb_einstein
    • -
    • –> (e) BEGINNING OF ACTUAL SYSTEM OF EQUATIONS OF EVOLUTION
    • -
    • —> photon temperature density
    • -
    • —> baryon density
    • -
    • —> baryon velocity (depends on tight-coupling approximation=tca)
    • -
    • -—> perturbed recombination has an impact
    • -
    • —> photon temperature higher momenta and photon polarization (depend on tight-coupling approximation)
    • -
    • -—> if photon tight-coupling is off
    • -
    • –—> define $ \Pi = G_{\gamma 0} + G_{\gamma 2} + F_{\gamma 2} $
    • -
    • –—> photon temperature velocity
    • -
    • –—> photon temperature shear
    • -
    • –—> photon temperature l=3
    • -
    • –—> photon temperature l>3
    • -
    • –—> photon temperature lmax
    • -
    • –—> photon polarization l=0
    • -
    • –—> photon polarization l=1
    • -
    • –—> photon polarization l=2
    • -
    • –—> photon polarization l>2
    • -
    • –—> photon polarization lmax_pol
    • -
    • -—> if photon tight-coupling is on:
    • -
    • –—> in that case, only need photon velocity
    • -
    • —> cdm
    • -
    • -—> newtonian gauge: cdm density and velocity
    • -
    • -—> synchronous gauge: cdm density only (velocity set to zero by definition of the gauge)
    • -
    • —> dcdm and dr
    • -
    • -—> dcdm
    • -
    • —> dr
    • -
    • -—> dr F0
    • -
    • -—> dr F1
    • -
    • -—> exact dr F2
    • -
    • -—> exact dr l=3
    • -
    • -—> exact dr l>3
    • -
    • -—> exact dr lmax_dr
    • -
    • —> fluid (fld)
    • -
    • -—> factors w, w_prime, adiabatic sound speed ca2 (all three background-related), plus actual sound speed in the fluid rest frame cs2
    • -
    • -—> fluid density
    • -
    • -—> fluid velocity
    • -
    • —> scalar field (scf)
    • -
    • -—> field value
    • -
    • -—> Klein Gordon equation
    • -
    • —> ultra-relativistic neutrino/relics (ur)
    • -
    • -—> if radiation streaming approximation is off
    • -
    • –—> ur density
    • -
    • –—> ur velocity
    • -
    • –—> exact ur shear
    • -
    • –—> exact ur l=3
    • -
    • –—> exact ur l>3
    • -
    • –—> exact ur lmax_ur
    • -
    • –—> in fluid approximation (ufa): only ur shear needed
    • -
    • —> non-cold dark matter (ncdm): massive neutrinos, WDM, etc.
    • -
    • -—> first case: use a fluid approximation (ncdmfa)
    • -
    • –—> loop over species
    • -
    • –—> define intermediate quantitites
    • -
    • –—> exact continuity equation
    • -
    • –—> exact euler equation
    • -
    • –—> different ansatz for approximate shear derivative
    • -
    • –—> jump to next species
    • -
    • -—> second case: use exact equation (Boltzmann hierarchy on momentum grid)
    • -
    • –—> loop over species
    • -
    • –—> loop over momentum
    • -
    • –—> define intermediate quantities
    • -
    • –—> ncdm density for given momentum bin
    • -
    • –—> ncdm velocity for given momentum bin
    • -
    • –—> ncdm shear for given momentum bin
    • -
    • –—> ncdm l>3 for given momentum bin
    • -
    • –—> ncdm lmax for given momentum bin (truncation as in Ma and Bertschinger) but with curvature taken into account a la arXiv:1305.3261
    • -
    • –—> jump to next momentum bin or species
    • -
    • —> metric
    • -
    • —> eta of synchronous gauge
    • -
    • vector mode
    • -
    • –> baryon velocity
    • -
    • tensor modes:
    • -
    • –> non-cold dark matter (ncdm): massive neutrinos, WDM, etc.
    • -
    • —> loop over species
    • -
    • -—> loop over momentum
    • -
    • -—> define intermediate quantities
    • -
    • -—> ncdm density for given momentum bin
    • -
    • -—> ncdm l>0 for given momentum bin
    • -
    • -—> ncdm lmax for given momentum bin (truncation as in Ma and Bertschinger) but with curvature taken into account a la arXiv:1305.3261
    • -
    • -—> jump to next momentum bin or species
    • -
    • –> tensor metric perturbation h (gravitational waves)
    • -
    • –> its time-derivative
    • -
    - -
    -
    - -

    ◆ perturb_tca_slip_and_shear()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - -
    int perturb_tca_slip_and_shear (double * y,
    void * parameters_and_workspace,
    ErrorMsg error_message 
    )
    -
    -

    Summary:

    -
      -
    • define local variables
    • -
    • rename the fields of the input structure (just to avoid heavy notations)
    • -
    • compute related background quantities
    • -
    • –> (a) define short-cut notations for the scalar perturbations
    • -
    • –> (b) define short-cut notations used only in tight-coupling approximation
    • -
    • –> (c) compute metric-related quantities (depending on gauge; additional gauges can be coded below)
        -
      • Each continuity equation contains a term in (theta+metric_continuity) with metric_continuity = (h_prime/2) in synchronous gauge, (-3 phi_prime) in newtonian gauge
      • -
      • Each Euler equation contains a source term metric_euler with metric_euler = 0 in synchronous gauge, (k2 psi) in newtonian gauge
      • -
      • Each shear derivative equation contains a source term metric_shear equal to metric_shear = (h_prime+6eta_prime)/2 in synchronous gauge, 0 in newtonian gauge
      • -
      • metric_shear_prime is the derivative of metric_shear
      • -
      • In the ufa_class approximation, the leading-order source term is (h_prime/2) in synchronous gauge, (-3 (phi_prime+psi_prime)) in newtonian gauge: we approximate the later by (-6 phi_prime)
      • -
      -
    • -
    • –> (d) if some approximation schemes are turned on, enforce a few y[ ] values computed in perturb_einstein
    • -
    • —> like Ma & Bertschinger
    • -
    • —> relax assumption dkappa~a $^{-2}$ (like in CAMB)
    • -
    • —> also relax assumption cb2~a $^{-1}$
    • -
    • —> intermediate quantities for 2nd order tca: shear_g at first order in tight-coupling
    • -
    • —> intermediate quantities for 2nd order tca: zero order for theta_b' = theta_g'
    • -
    • -—> perturbed recombination has an impact
    • -
    • —> intermediate quantities for 2nd order tca: shear_g_prime at first order in tight-coupling
    • -
    • —> 2nd order as in CRS
    • -
    • —> 2nd order like in CLASS paper
    • -
    • —> add only the most important 2nd order terms
    • -
    • —> store tight-coupling values of photon shear and its derivative
    • -
    - -
    -
    -
    -
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    CLASS MANUAL -
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    perturbations.h File Reference
    -
    -
    -
    #include "thermodynamics.h"
    -#include "evolver_ndf15.h"
    -#include "evolver_rkck.h"
    -
    - + Include dependency graph for perturbations.h:
    -
    -
    - -
    - + This graph shows which files directly or indirectly include this file:
    -
    -
    - -
    -

    Go to the source code of this file.

    - - - - - - - - - - -

    -Data Structures

    struct  perturbs
     
    struct  perturb_vector
     
    struct  perturb_workspace
     
    struct  perturb_parameters_and_workspace
     
    - - - - -

    -Macros

    #define _MAX_NUMBER_OF_K_FILES_   30
     
    - - - - - - - - - - - - -

    -Enumerations

    enum  tca_flags
     
    enum  tca_method
     
    enum  possible_gauges { newtonian, -synchronous - }
     
    #define _SELECTION_NUM_MAX_   100
     
    -

    Detailed Description

    -

    Documented includes for perturbation module

    -

    Data Structure Documentation

    - -

    ◆ perturbs

    - -
    -
    - - - - -
    struct perturbs
    -
    -

    Structure containing everything about perturbations that other modules need to know, in particular tabled values of the source functions $ S(k, \tau) $ for all requested modes (scalar/vector/tensor), initial conditions, types (temperature, E-polarization, B-polarization, lensing potential, etc), multipole l and wavenumber k.

    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    Data Fields
    -short -has_perturbations -

    do we need to compute perturbations at all ?

    -
    -short -has_cls -

    do we need any harmonic space spectrum $ C_l $ (and hence Bessel functions, transfer functions, ...)?

    -
    -short -has_scalars -

    do we need scalars?

    -
    -short -has_vectors -

    do we need vectors?

    -
    -short -has_tensors -

    do we need tensors?

    -
    -short -has_ad -

    do we need adiabatic mode?

    -
    -short -has_bi -

    do we need isocurvature bi mode?

    -
    -short -has_cdi -

    do we need isocurvature cdi mode?

    -
    -short -has_nid -

    do we need isocurvature nid mode?

    -
    -short -has_niv -

    do we need isocurvature niv mode?

    -
    -short -has_perturbed_recombination -

    Do we want to consider perturbed temperature and ionization fraction?

    -
    -enum tensor_methods -tensor_method -

    Neutrino contribution to tensors way to treat neutrinos in tensor perturbations(neglect, approximate as massless, take exact equations)

    -
    -short -evolve_tensor_ur -

    will we evolve ur tensor perturbations (either because we have ur species, or we have ncdm species with massless approximation) ?

    -
    -short -evolve_tensor_ncdm -

    will we evolve ncdm tensor perturbations (if we have ncdm species and we use the exact method) ?

    -
    -short -has_cl_cmb_temperature -

    do we need $ C_l $'s for CMB temperature?

    -
    -short -has_cl_cmb_polarization -

    do we need $ C_l $'s for CMB polarization?

    -
    -short -has_cl_cmb_lensing_potential -

    do we need $ C_l $'s for CMB lensing potential?

    -
    -short -has_cl_lensing_potential -

    do we need $ C_l $'s for galaxy lensing potential?

    -
    -short -has_cl_number_count -

    do we need $ C_l $'s for density number count?

    -
    -short -has_pk_matter -

    do we need matter Fourier spectrum?

    -
    -short -has_density_transfers -

    do we need to output individual matter density transfer functions?

    -
    -short -has_velocity_transfers -

    do we need to output individual matter velocity transfer functions?

    -
    -short -has_metricpotential_transfers -

    do we need to output individual transfer functions for scalar metric perturbations?

    -
    -short -has_nl_corrections_based_on_delta_m -

    do we want to compute non-linear corrections with an algorithm relying on delta_m (like halofit)?

    -
    -short -has_nc_density -

    in dCl, do we want density terms ?

    -
    -short -has_nc_rsd -

    in dCl, do we want redshift space distortion terms ?

    -
    -short -has_nc_lens -

    in dCl, do we want lensing terms ?

    -
    -short -has_nc_gr -

    in dCl, do we want gravity terms ?

    -
    -int -l_scalar_max -

    maximum l value for CMB scalars $ C_l $'s

    -
    -int -l_vector_max -

    maximum l value for CMB vectors $ C_l $'s

    -
    -int -l_tensor_max -

    maximum l value for CMB tensors $ C_l $'s

    -
    -int -l_lss_max -

    maximum l value for LSS $ C_l $'s (density and lensing potential in bins)

    -
    -double -k_max_for_pk -

    maximum value of k in 1/Mpc in P(k) (if $ C_l $'s also requested, overseeded by value kmax inferred from l_scalar_max if it is bigger)

    -
    -int -selection_num -

    number of selection functions (i.e. bins) for matter density $ C_l $'s

    -
    -enum selection_type -selection -

    type of selection functions

    -
    -double -selection_mean[_SELECTION_NUM_MAX_] -

    centers of selection functions

    -
    -double -selection_width[_SELECTION_NUM_MAX_] -

    widths of selection functions

    -
    -int -switch_sw -

    in temperature calculation, do we want to include the intrinsic temperature + Sachs Wolfe term?

    -
    -int -switch_eisw -

    in temperature calculation, do we want to include the early integrated Sachs Wolfe term?

    -
    -int -switch_lisw -

    in temperature calculation, do we want to include the late integrated Sachs Wolfe term?

    -
    -int -switch_dop -

    in temperature calculation, do we want to include the Doppler term?

    -
    -int -switch_pol -

    in temperature calculation, do we want to include the polarization-related term?

    -
    -double -eisw_lisw_split_z -

    at which redshift do we define the cut between eisw and lisw ?

    -
    -int -store_perturbations -

    Do we want to store perturbations?

    -
    -int -k_output_values_num -

    Number of perturbation outputs (default=0)

    -
    -double -k_output_values[_MAX_NUMBER_OF_K_FILES_] -

    List of k values where perturbation output is requested.

    -
    -int * -index_k_output_values -

    List of indices corresponding to k-values close to k_output_values for each mode. [index_md*k_output_values_num+ik]

    -
    -char -scalar_titles[_MAXTITLESTRINGLENGTH_] -

    DELIMITER separated string of titles for scalar perturbation output files.

    -
    -char -vector_titles[_MAXTITLESTRINGLENGTH_] -

    DELIMITER separated string of titles for vector perturbation output files.

    -
    -char -tensor_titles[_MAXTITLESTRINGLENGTH_] -

    DELIMITER separated string of titles for tensor perturbation output files.

    -
    -int -number_of_scalar_titles -

    number of titles/columns in scalar perturbation output files

    -
    -int -number_of_vector_titles -

    number of titles/columns in vector perturbation output files

    -
    -int -number_of_tensor_titles -

    number of titles/columns in tensor perturbation output files

    -
    -double * -scalar_perturbations_data[_MAX_NUMBER_OF_K_FILES_] -

    Array of double pointers to perturbation output for scalars

    -
    -double * -vector_perturbations_data[_MAX_NUMBER_OF_K_FILES_] -

    Array of double pointers to perturbation output for vectors

    -
    -double * -tensor_perturbations_data[_MAX_NUMBER_OF_K_FILES_] -

    Array of double pointers to perturbation output for tensors

    -
    -int -size_scalar_perturbation_data[_MAX_NUMBER_OF_K_FILES_] -

    Array of sizes of scalar double pointers

    -
    -int -size_vector_perturbation_data[_MAX_NUMBER_OF_K_FILES_] -

    Array of sizes of vector double pointers

    -
    -int -size_tensor_perturbation_data[_MAX_NUMBER_OF_K_FILES_] -

    Array of sizes of tensor double pointers

    -
    -double -three_ceff2_ur -

    3 x effective squared sound speed for the ultrarelativistic perturbations

    -
    -double -three_cvis2_ur -

    3 x effective viscosity parameter for the ultrarelativistic perturbations

    -
    -double -z_max_pk -

    when we compute only the matter spectrum / transfer functions, but not the CMB, we are sometimes interested to sample source functions at very high redshift, way before recombination. This z_max_pk will then fix the initial sampling time of the sources.

    -
    -short -has_cmb -

    do we need CMB-related sources (temperature, polarization) ?

    -
    -short -has_lss -

    do we need LSS-related sources (lensing potential, ...) ?

    -
    -enum possible_gauges -gauge -

    gauge in which to perform this calculation

    -
    -int -index_md_scalars -

    index value for scalars

    -
    -int -index_md_tensors -

    index value for tensors

    -
    -int -index_md_vectors -

    index value for vectors

    -
    -int -md_size -

    number of modes included in computation

    -
    -int -index_ic_ad -

    index value for adiabatic

    -
    -int -index_ic_cdi -

    index value for CDM isocurvature

    -
    -int -index_ic_bi -

    index value for baryon isocurvature

    -
    -int -index_ic_nid -

    index value for neutrino density isocurvature

    -
    -int -index_ic_niv -

    index value for neutrino velocity isocurvature

    -
    -int -index_ic_ten -

    index value for unique possibility for tensors

    -
    -int * -ic_size -

    for a given mode, ic_size[index_md] = number of initial conditions included in computation

    -
    -short -has_source_t -

    do we need source for CMB temperature?

    -
    -short -has_source_p -

    do we need source for CMB polarization?

    -
    -short -has_source_delta_m -

    do we need source for delta of total matter?

    -
    -short -has_source_delta_cb -

    do we ALSO need source for delta of ONLY cdm and baryon?

    -
    -short -has_source_delta_g -

    do we need source for delta of gammas?

    -
    -short -has_source_delta_b -

    do we need source for delta of baryons?

    -
    -short -has_source_delta_cdm -

    do we need source for delta of cold dark matter?

    -
    -short -has_source_delta_dcdm -

    do we need source for delta of DCDM?

    -
    -short -has_source_delta_fld -

    do we need source for delta of dark energy?

    -
    -short -has_source_delta_scf -

    do we need source for delta from scalar field?

    -
    -short -has_source_delta_dr -

    do we need source for delta of decay radiation?

    -
    -short -has_source_delta_ur -

    do we need source for delta of ultra-relativistic neutrinos/relics?

    -
    -short -has_source_delta_ncdm -

    do we need source for delta of all non-cold dark matter species (e.g. massive neutrinos)?

    -
    -short -has_source_theta_m -

    do we need source for theta of total matter?

    -
    -short -has_source_theta_cb -

    do we ALSO need source for theta of ONLY cdm and baryon?

    -
    -short -has_source_theta_g -

    do we need source for theta of gammas?

    -
    -short -has_source_theta_b -

    do we need source for theta of baryons?

    -
    -short -has_source_theta_cdm -

    do we need source for theta of cold dark matter?

    -
    -short -has_source_theta_dcdm -

    do we need source for theta of DCDM?

    -
    -short -has_source_theta_fld -

    do we need source for theta of dark energy?

    -
    -short -has_source_theta_scf -

    do we need source for theta of scalar field?

    -
    -short -has_source_theta_dr -

    do we need source for theta of ultra-relativistic neutrinos/relics?

    -
    -short -has_source_theta_ur -

    do we need source for theta of ultra-relativistic neutrinos/relics?

    -
    -short -has_source_theta_ncdm -

    do we need source for theta of all non-cold dark matter species (e.g. massive neutrinos)?

    -
    -short -has_source_phi -

    do we need source for metric fluctuation phi?

    -
    -short -has_source_phi_prime -

    do we need source for metric fluctuation phi'?

    -
    -short -has_source_phi_plus_psi -

    do we need source for metric fluctuation (phi+psi)?

    -
    -short -has_source_psi -

    do we need source for metric fluctuation psi?

    -
    -short -has_source_h -

    do we need source for metric fluctuation h?

    -
    -short -has_source_h_prime -

    do we need source for metric fluctuation h'?

    -
    -short -has_source_eta -

    do we need source for metric fluctuation eta?

    -
    -short -has_source_eta_prime -

    do we need source for metric fluctuation eta'?

    -
    -int -index_tp_t0 -

    index value for temperature (j=0 term)

    -
    -int -index_tp_t1 -

    index value for temperature (j=1 term)

    -
    -int -index_tp_t2 -

    index value for temperature (j=2 term)

    -
    -int -index_tp_p -

    index value for polarization

    -
    -int -index_tp_delta_m -

    index value for delta tot

    -
    -int -index_tp_delta_cb -

    index value for delta cb

    -
    -int -index_tp_delta_g -

    index value for delta of gammas

    -
    -int -index_tp_delta_b -

    index value for delta of baryons

    -
    -int -index_tp_delta_cdm -

    index value for delta of cold dark matter

    -
    -int -index_tp_delta_dcdm -

    index value for delta of DCDM

    -
    -int -index_tp_delta_fld -

    index value for delta of dark energy

    -
    -int -index_tp_delta_scf -

    index value for delta of scalar field

    -
    -int -index_tp_delta_dr -

    index value for delta of decay radiation

    -
    -int -index_tp_delta_ur -

    index value for delta of ultra-relativistic neutrinos/relics

    -
    -int -index_tp_delta_ncdm1 -

    index value for delta of first non-cold dark matter species (e.g. massive neutrinos)

    -
    -int -index_tp_perturbed_recombination_delta_temp -

    Gas temperature perturbation

    -
    -int -index_tp_perturbed_recombination_delta_chi -

    Inionization fraction perturbation

    -
    -int -index_tp_theta_m -

    index value for theta tot

    -
    -int -index_tp_theta_cb -

    index value for theta cb

    -
    -int -index_tp_theta_g -

    index value for theta of gammas

    -
    -int -index_tp_theta_b -

    index value for theta of baryons

    -
    -int -index_tp_theta_cdm -

    index value for theta of cold dark matter

    -
    -int -index_tp_theta_dcdm -

    index value for theta of DCDM

    -
    -int -index_tp_theta_fld -

    index value for theta of dark energy

    -
    -int -index_tp_theta_scf -

    index value for theta of scalar field

    -
    -int -index_tp_theta_ur -

    index value for theta of ultra-relativistic neutrinos/relics

    -
    -int -index_tp_theta_dr -

    index value for F1 of decay radiation

    -
    -int -index_tp_theta_ncdm1 -

    index value for theta of first non-cold dark matter species (e.g. massive neutrinos)

    -
    -int -index_tp_phi -

    index value for metric fluctuation phi

    -
    -int -index_tp_phi_prime -

    index value for metric fluctuation phi'

    -
    -int -index_tp_phi_plus_psi -

    index value for metric fluctuation phi+psi

    -
    -int -index_tp_psi -

    index value for metric fluctuation psi

    -
    -int -index_tp_h -

    index value for metric fluctuation h

    -
    -int -index_tp_h_prime -

    index value for metric fluctuation h'

    -
    -int -index_tp_eta -

    index value for metric fluctuation eta

    -
    -int -index_tp_eta_prime -

    index value for metric fluctuation eta'

    -
    -int * -tp_size -

    number of types tp_size[index_md] included in computation for each mode

    -
    -int * -k_size_cmb -

    k_size_cmb[index_md] number of k values used for CMB calculations, requiring a fine sampling in k-space

    -
    -int * -k_size_cl -

    k_size_cl[index_md] number of k values used for non-CMB $ C_l $ calculations, requiring a coarse sampling in k-space.

    -
    -int * -k_size -

    k_size[index_md] = total number of k values, including those needed for P(k) but not for $ C_l $'s

    -
    -double ** -k -

    k[index_md][index_k] = list of values

    -
    -double -k_min -

    minimum value (over all modes)

    -
    -double -k_max -

    maximum value (over all modes)

    -
    -int -tau_size -

    tau_size = number of values

    -
    -double * -tau_sampling -

    tau_sampling[index_tau] = list of tau values

    -
    -double -selection_min_of_tau_min -

    used in presence of selection functions (for matter density, cosmic shear...)

    -
    -double -selection_max_of_tau_max -

    used in presence of selection functions (for matter density, cosmic shear...)

    -
    -double -selection_delta_tau -

    used in presence of selection functions (for matter density, cosmic shear...)

    -
    -double * -selection_tau_min -

    value of conformal time below which W(tau) is considered to vanish for each bin

    -
    -double * -selection_tau_max -

    value of conformal time above which W(tau) is considered to vanish for each bin

    -
    -double * -selection_tau -

    value of conformal time at the center of each bin

    -
    -double * -selection_function -

    selection function W(tau), normalized to $ \int W(tau) dtau=1 $, stored in selection_function[bin*ppt->tau_size+index_tau]

    -
    -double *** -sources -

    Pointer towards the source interpolation table sources[index_md] [index_ic * ppt->tp_size[index_md] + index_type] [index_tau * ppt->k_size + index_k]

    -
    -short -perturbations_verbose -

    flag regulating the amount of information sent to standard output (none if set to zero)

    -
    -ErrorMsg -error_message -

    zone for writing error messages

    -
    - -
    -
    - -

    ◆ perturb_vector

    - -
    -
    - - - - -
    struct perturb_vector
    -
    -

    Structure containing the indices and the values of the perturbation variables which are integrated over time (as well as their time-derivatives). For a given wavenumber, the size of these vectors changes when the approximation scheme changes.

    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    Data Fields
    -int -index_pt_delta_g -

    photon density

    -
    -int -index_pt_theta_g -

    photon velocity

    -
    -int -index_pt_shear_g -

    photon shear

    -
    -int -index_pt_l3_g -

    photon l=3

    -
    -int -l_max_g -

    max momentum in Boltzmann hierarchy (at least 3)

    -
    -int -index_pt_pol0_g -

    photon polarization, l=0

    -
    -int -index_pt_pol1_g -

    photon polarization, l=1

    -
    -int -index_pt_pol2_g -

    photon polarization, l=2

    -
    -int -index_pt_pol3_g -

    photon polarization, l=3

    -
    -int -l_max_pol_g -

    max momentum in Boltzmann hierarchy (at least 3)

    -
    -int -index_pt_delta_b -

    baryon density

    -
    -int -index_pt_theta_b -

    baryon velocity

    -
    -int -index_pt_delta_cdm -

    cdm density

    -
    -int -index_pt_theta_cdm -

    cdm velocity

    -
    -int -index_pt_delta_dcdm -

    dcdm density

    -
    -int -index_pt_theta_dcdm -

    dcdm velocity

    -
    -int -index_pt_delta_fld -

    dark energy density in true fluid case

    -
    -int -index_pt_theta_fld -

    dark energy velocity in true fluid case

    -
    -int -index_pt_Gamma_fld -

    unique dark energy dynamical variable in PPF case

    -
    -int -index_pt_phi_scf -

    scalar field density

    -
    -int -index_pt_phi_prime_scf -

    scalar field velocity

    -
    -int -index_pt_delta_ur -

    density of ultra-relativistic neutrinos/relics

    -
    -int -index_pt_theta_ur -

    velocity of ultra-relativistic neutrinos/relics

    -
    -int -index_pt_shear_ur -

    shear of ultra-relativistic neutrinos/relics

    -
    -int -index_pt_l3_ur -

    l=3 of ultra-relativistic neutrinos/relics

    -
    -int -l_max_ur -

    max momentum in Boltzmann hierarchy (at least 3)

    -
    -int -index_pt_perturbed_recombination_delta_temp -

    Gas temperature perturbation

    -
    -int -index_pt_perturbed_recombination_delta_chi -

    Inionization fraction perturbation

    -
    -int -index_pt_F0_dr -

    The index to the first Legendre multipole of the DR expansion. Not that this is not exactly the usual delta, see Kaplinghat et al., astro-ph/9907388.

    -
    -int -l_max_dr -

    max momentum in Boltzmann hierarchy for dr)

    -
    -int -index_pt_psi0_ncdm1 -

    first multipole of perturbation of first ncdm species, Psi_0

    -
    -int -N_ncdm -

    number of distinct non-cold-dark-matter (ncdm) species

    -
    -int * -l_max_ncdm -

    mutipole l at which Boltzmann hierarchy is truncated (for each ncdm species)

    -
    -int * -q_size_ncdm -

    number of discrete momenta (for each ncdm species)

    -
    -int -index_pt_eta -

    synchronous gauge metric perturbation eta

    -
    -int -index_pt_phi -

    newtonian gauge metric perturbation phi

    -
    -int -index_pt_hv_prime -

    vector metric perturbation h_v' in synchronous gauge

    -
    -int -index_pt_V -

    vector metric perturbation V in Newtonian gauge

    -
    -int -index_pt_gw -

    tensor metric perturbation h (gravitational waves)

    -
    -int -index_pt_gwdot -

    its time-derivative

    -
    -int -pt_size -

    size of perturbation vector

    -
    -double * -y -

    vector of perturbations to be integrated

    -
    -double * -dy -

    time-derivative of the same vector

    -
    -int * -used_in_sources -

    boolean array specifying which perturbations enter in the calculation of source functions

    -
    - -
    -
    - -

    ◆ perturb_workspace

    - -
    -
    - - - - -
    struct perturb_workspace
    -
    -

    Workspace containing, among other things, the value at a given time of all background/perturbed quantities, as well as their indices. There will be one such structure created for each mode (scalar/.../tensor) and each thread (in case of parallel computing)

    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    Data Fields
    -int -index_mt_psi -

    psi in longitudinal gauge

    -
    -int -index_mt_phi_prime -

    (d phi/d conf.time) in longitudinal gauge

    -
    -int -index_mt_h_prime -

    h' (wrt conf. time) in synchronous gauge

    -
    -int -index_mt_h_prime_prime -

    h'' (wrt conf. time) in synchronous gauge

    -
    -int -index_mt_eta_prime -

    eta' (wrt conf. time) in synchronous gauge

    -
    -int -index_mt_alpha -

    $ \alpha = (h' + 6 \eta') / (2 k^2) $ in synchronous gauge

    -
    -int -index_mt_alpha_prime -

    $ \alpha'$ wrt conf. time) in synchronous gauge

    -
    -int -index_mt_gw_prime_prime -

    second derivative wrt conformal time of gravitational wave field, often called h

    -
    -int -index_mt_V_prime -

    derivative of Newtonian gauge vector metric perturbation V

    -
    -int -index_mt_hv_prime_prime -

    Second derivative of Synchronous gauge vector metric perturbation $ h_v$

    -
    -int -mt_size -

    size of metric perturbation vector

    -
    -double * -pvecback -

    background quantities

    -
    -double * -pvecthermo -

    thermodynamics quantities

    -
    -double * -pvecmetric -

    metric quantities

    -
    -struct perturb_vector * -pv -

    pointer to vector of integrated perturbations and their time-derivatives

    -
    -double -delta_rho -

    total density perturbation (gives delta Too)

    -
    -double -rho_plus_p_theta -

    total (rho+p)*theta perturbation (gives delta Toi)

    -
    -double -rho_plus_p_shear -

    total (rho+p)*shear (gives delta Tij)

    -
    -double -delta_p -

    total pressure perturbation (gives Tii)

    -
    -double -gw_source -

    stress-energy source term in Einstein's tensor equations (gives Tij[tensor])

    -
    -double -vector_source_pi -

    first stress-energy source term in Einstein's vector equations

    -
    -double -vector_source_v -

    second stress-energy source term in Einstein's vector equations

    -
    -double -tca_shear_g -

    photon shear in tight-coupling approximation

    -
    -double -tca_slip -

    photon-baryon slip in tight-coupling approximation

    -
    -double -rsa_delta_g -

    photon density in radiation streaming approximation

    -
    -double -rsa_theta_g -

    photon velocity in radiation streaming approximation

    -
    -double -rsa_delta_ur -

    photon density in radiation streaming approximation

    -
    -double -rsa_theta_ur -

    photon velocity in radiation streaming approximation

    -
    -double * -delta_ncdm -

    relative density perturbation of each ncdm species

    -
    -double * -theta_ncdm -

    velocity divergence theta of each ncdm species

    -
    -double * -shear_ncdm -

    shear for each ncdm species

    -
    -double -delta_m -

    relative density perturbation of all non-relativistic species

    -
    -double -theta_m -

    velocity divergence theta of all non-relativistic species

    -
    -double -delta_cb -

    relative density perturbation of only cdm and baryon

    -
    -double -theta_cb -

    velocity divergence theta of only cdm and baryon

    -
    -double -delta_rho_fld -

    density perturbation of fluid, not so trivial in PPF scheme

    -
    -double -rho_plus_p_theta_fld -

    velocity divergence of fluid, not so trivial in PPF scheme

    -
    -double -S_fld -

    S quantity sourcing Gamma_prime evolution in PPF scheme (equivalent to eq. 15 in 0808.3125)

    -
    -double -Gamma_prime_fld -

    Gamma_prime in PPF scheme (equivalent to eq. 14 in 0808.3125)

    -
    -FILE * -perturb_output_file -

    filepointer to output file

    -
    -int -index_ikout -

    index for output k value (when k_output_values is set)

    -
    -short -inter_mode -

    flag defining the method used for interpolation background/thermo quantities tables

    -
    -int -last_index_back -

    the background interpolation function background_at_tau() keeps memory of the last point called through this index

    -
    -int -last_index_thermo -

    the thermodynamics interpolation function thermodynamics_at_z() keeps memory of the last point called through this index

    -
    -int -index_ap_tca -

    index for tight-coupling approximation

    -
    -int -index_ap_rsa -

    index for radiation streaming approximation

    -
    -int -index_ap_ufa -

    index for ur fluid approximation

    -
    -int -index_ap_ncdmfa -

    index for ncdm fluid approximation

    -
    -int -ap_size -

    number of relevant approximations for a given mode

    -
    -int * -approx -

    array of approximation flags holding at a given time: approx[index_ap]

    -
    -int -max_l_max -

    maximum l_max for any multipole

    -
    -double * -s_l -

    array of freestreaming coefficients $ s_l = \sqrt{1-K*(l^2-1)/k^2} $

    -
    - -
    -
    - -

    ◆ perturb_parameters_and_workspace

    - -
    -
    - - - - -
    struct perturb_parameters_and_workspace
    -
    -

    Structure pointing towards all what the function that perturb_derivs needs to know: fixed input parameters and indices contained in the various structures, workspace, etc.

    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    Data Fields
    -struct precision * -ppr -

    pointer to the precision structure

    -
    -struct background * -pba -

    pointer to the background structure

    -
    -struct thermo * -pth -

    pointer to the thermodynamics structure

    -
    -struct perturbs * -ppt -

    pointer to the precision structure

    -
    -int -index_md -

    index of mode (scalar/.../vector/tensor)

    -
    -int -index_ic -

    index of initial condition (adiabatic/isocurvature(s)/...)

    -
    -int -index_k -

    index of wavenumber

    -
    -double -k -

    current value of wavenumber in 1/Mpc

    -
    -struct perturb_workspace * -ppw -

    workspace defined above

    -
    - -
    -
    -

    Macro Definition Documentation

    - -

    ◆ _SELECTION_NUM_MAX_

    - -
    -
    - - - - -
    #define _SELECTION_NUM_MAX_   100
    -
    -

    maximum number and types of selection function (for bins of matter density or cosmic shear)

    - -
    -
    - -

    ◆ _MAX_NUMBER_OF_K_FILES_

    - -
    -
    - - - - -
    #define _MAX_NUMBER_OF_K_FILES_   30
    -
    -

    maximum number of k-values for perturbation output

    - -
    -
    -

    Enumeration Type Documentation

    - -

    ◆ tca_flags

    - -
    -
    - - - - -
    enum tca_flags
    -
    -

    flags for various approximation schemes (tca = tight-coupling approximation, rsa = radiation streaming approximation, ufa = massless neutrinos / ultra-relativistic relics fluid approximation)

    -

    CAUTION: must be listed below in chronological order, and cannot be reversible. When integrating equations for a given mode, it is only possible to switch from left to right in the lists below.

    - -
    -
    - -

    ◆ tca_method

    - -
    -
    - - - - -
    enum tca_method
    -
    -

    labels for the way in which each approximation scheme is implemented

    - -
    -
    - -

    ◆ possible_gauges

    - -
    -
    - - - - -
    enum possible_gauges
    -
    -

    List of coded gauges. More gauges can in principle be defined.

    - - - -
    Enumerator
    newtonian 

    newtonian (or longitudinal) gauge

    -
    synchronous 

    synchronous gauge with $ \theta_{cdm} = 0 $ by convention

    -
    - -
    -
    -
    -
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    CLASS MANUAL -
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    perturbations.h
    -
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    -Go to the documentation of this file.
    1 
    3 #ifndef __PERTURBATIONS__
    4 #define __PERTURBATIONS__
    5 
    6 #include "thermodynamics.h"
    7 #include "evolver_ndf15.h"
    8 #include "evolver_rkck.h"
    9 
    10 #define _scalars_ ((ppt->has_scalars == _TRUE_) && (index_md == ppt->index_md_scalars))
    11 #define _vectors_ ((ppt->has_vectors == _TRUE_) && (index_md == ppt->index_md_vectors))
    12 #define _tensors_ ((ppt->has_tensors == _TRUE_) && (index_md == ppt->index_md_tensors))
    13 
    14 #define _set_source_(index) ppt->sources[index_md][index_ic * ppt->tp_size[index_md] + index][index_tau * ppt->k_size[index_md] + index_k]
    15 
    28 
    29 enum tca_flags {tca_on, tca_off};
    30 enum rsa_flags {rsa_off, rsa_on};
    31 enum ufa_flags {ufa_off, ufa_on};
    32 enum ncdmfa_flags {ncdmfa_off, ncdmfa_on};
    33 
    35 
    41 
    42 enum tca_method {first_order_MB,first_order_CAMB,first_order_CLASS,second_order_CRS,second_order_CLASS,compromise_CLASS};
    43 enum rsa_method {rsa_null,rsa_MD,rsa_MD_with_reio,rsa_none};
    44 enum ufa_method {ufa_mb,ufa_hu,ufa_CLASS,ufa_none};
    45 enum ncdmfa_method {ncdmfa_mb,ncdmfa_hu,ncdmfa_CLASS,ncdmfa_none};
    46 enum tensor_methods {tm_photons_only,tm_massless_approximation,tm_exact};
    47 
    49 
    55 
    59 };
    60 
    62 
    64 
    68 #define _SELECTION_NUM_MAX_ 100
    69 enum selection_type {gaussian,tophat,dirac};
    70 
    72 
    73 
    75 
    79 #define _MAX_NUMBER_OF_K_FILES_ 30
    80 
    82 
    83 
    84 
    95 struct perturbs
    96 {
    103 
    106  short has_cls;
    108  short has_scalars;
    109  short has_vectors;
    110  short has_tensors;
    112  short has_ad;
    113  short has_bi;
    114  short has_cdi;
    115  short has_nid;
    116  short has_niv;
    118  /* perturbed recombination */
    122  enum tensor_methods tensor_method;
    140  short has_nc_rsd;
    141  short has_nc_lens;
    142  short has_nc_gr;
    147  int l_lss_max;
    148  double k_max_for_pk;
    152  enum selection_type selection;
    156  int switch_sw;
    167  char scalar_titles[_MAXTITLESTRINGLENGTH_];
    168  char vector_titles[_MAXTITLESTRINGLENGTH_];
    169  char tensor_titles[_MAXTITLESTRINGLENGTH_];
    185  double z_max_pk;
    188 
    192 
    193  short has_cmb;
    194  short has_lss;
    197 
    201 
    205 
    209 
    214  int md_size;
    217 
    221 
    229  int * ic_size;
    232 
    236 
    237  short has_source_t;
    238  short has_source_p;
    265  short has_source_h;
    270  /* remember that the temperature source function includes three
    271  terms that we call 0,1,2 (since the strategy in class v > 1.7 is
    272  to avoid the integration by part that would reduce the source to
    273  a single term) */
    313  int * tp_size;
    316 
    320 
    321  int * k_size_cmb;
    325  int * k_size_cl;
    329  int * k_size;
    333  double ** k;
    335  double k_min;
    336  double k_max;
    339 
    344 
    345  int tau_size;
    347  double * tau_sampling;
    354  double * selection_tau_min;
    355  double * selection_tau_max;
    356  double * selection_tau;
    360 
    364 
    365  double *** sources;
    372 
    376 
    379  ErrorMsg error_message;
    382 
    383 };
    384 
    393 {
    398  int l_max_g;
    419  int l_max_ur;
    420 /* perturbed recombination */
    428  int l_max_dr;
    430  int N_ncdm;
    431  int* l_max_ncdm;
    432  int* q_size_ncdm;
    441  int pt_size;
    443  double * y;
    444  double * dy;
    450 };
    451 
    452 
    461 {
    462 
    468 
    479  int mt_size;
    482 
    488 
    489  double * pvecback;
    490  double * pvecthermo;
    491  double * pvecmetric;
    492  struct perturb_vector * pv;
    496  double delta_rho;
    499  double delta_p;
    500  double gw_source;
    504  double tca_shear_g;
    505  double tca_slip;
    506  double rsa_delta_g;
    507  double rsa_theta_g;
    508  double rsa_delta_ur;
    509  double rsa_theta_ur;
    511  double * delta_ncdm;
    512  double * theta_ncdm;
    513  double * shear_ncdm;
    515  double delta_m;
    516  double theta_m;
    518  double delta_cb;
    519  double theta_cb;
    521  double delta_rho_fld;
    523  double S_fld;
    530 
    534 
    535  short inter_mode;
    541 
    545 
    550  int ap_size;
    552  int * approx;
    555 
    559 
    560  int max_l_max;
    561  double * s_l;
    564 
    565 };
    566 
    574 
    575  struct precision * ppr;
    576  struct background * pba;
    577  struct thermo * pth;
    578  struct perturbs * ppt;
    579  int index_md;
    580  int index_ic;
    581  int index_k;
    582  double k;
    585 };
    586 
    587 /*************************************************************************************************************/
    588 /* @cond INCLUDE_WITH_DOXYGEN */
    589 /*
    590  * Boilerplate for C++
    591  */
    592 #ifdef __cplusplus
    593 extern "C" {
    594 #endif
    595 
    597  struct perturbs * ppt,
    598  int index_md,
    599  int index_ic,
    600  int index_type,
    601  double tau,
    602  double * pvecsources
    603  );
    604 
    605  int perturb_init(
    606  struct precision * ppr,
    607  struct background * pba,
    608  struct thermo * pth,
    609  struct perturbs * ppt
    610  );
    611 
    612  int perturb_free(
    613  struct perturbs * ppt
    614  );
    615 
    617  struct precision * ppr,
    618  struct background * pba,
    619  struct thermo * pth,
    620  struct perturbs * ppt
    621  );
    622 
    624  struct precision * ppr,
    625  struct background * pba,
    626  struct thermo * pth,
    627  struct perturbs * ppt
    628  );
    629  int perturb_get_k_list(
    630  struct precision * ppr,
    631  struct background * pba,
    632  struct thermo * pth,
    633  struct perturbs * ppt
    634  );
    635 
    637  struct precision * ppr,
    638  struct background * pba,
    639  struct thermo * pth,
    640  struct perturbs * ppt,
    641  int index_md,
    642  struct perturb_workspace * ppw
    643  );
    644 
    646  struct perturbs * ppt,
    647  int index_md,
    648  struct perturb_workspace * ppw
    649  );
    650 
    651  int perturb_solve(
    652  struct precision * ppr,
    653  struct background * pba,
    654  struct thermo * pth,
    655  struct perturbs * ppt,
    656  int index_md,
    657  int index_ic,
    658  int index_k,
    659  struct perturb_workspace * ppw
    660  );
    661 
    663  struct precision * ppr,
    664  struct background * pba,
    665  struct thermo * pth,
    666  struct perturbs * ppt,
    667  int index_md,
    668  double k,
    669  struct perturb_workspace * ppw,
    670  double tau_ini,
    671  double tau_end,
    672  int * interval_number,
    673  int * interval_number_of
    674  );
    675 
    677  struct precision * ppr,
    678  struct background * pba,
    679  struct thermo * pth,
    680  struct perturbs * ppt,
    681  int index_md,
    682  double k,
    683  struct perturb_workspace * ppw,
    684  double tau_ini,
    685  double tau_end,
    686  double precision,
    687  int interval_number,
    688  int * interval_number_of,
    689  double * interval_limit,
    690  int ** interval_approx
    691  );
    692 
    694  struct precision * ppr,
    695  struct background * pba,
    696  struct thermo * pth,
    697  struct perturbs * ppt,
    698  int index_md,
    699  int index_ic,
    700  double k,
    701  double tau,
    702  struct perturb_workspace * ppw,
    703  int * pa_old
    704  );
    705 
    707  struct perturb_vector * pv
    708  );
    709 
    711  struct precision * ppr,
    712  struct background * pba,
    713  struct perturbs * ppt,
    714  int index_md,
    715  int index_ic,
    716  double k,
    717  double tau,
    718  struct perturb_workspace * ppw
    719  );
    720 
    722  struct precision * ppr,
    723  struct background * pba,
    724  struct thermo * pth,
    725  struct perturbs * ppt,
    726  int index_md,
    727  double k,
    728  double tau,
    729  struct perturb_workspace * ppw
    730  );
    731 
    732  int perturb_timescale(
    733  double tau,
    734  void * parameters_and_workspace,
    735  double * timescale,
    736  ErrorMsg error_message
    737  );
    738 
    739  int perturb_einstein(
    740  struct precision * ppr,
    741  struct background * pba,
    742  struct thermo * pth,
    743  struct perturbs * ppt,
    744  int index_md,
    745  double k,
    746  double tau,
    747  double * y,
    748  struct perturb_workspace * ppw
    749  );
    750 
    752  struct precision * ppr,
    753  struct background * pba,
    754  struct thermo * pth,
    755  struct perturbs * ppt,
    756  int index_md,
    757  double k,
    758  double * y,
    759  struct perturb_workspace * ppw
    760  );
    761 
    762  int perturb_sources(
    763  double tau,
    764  double * pvecperturbations,
    765  double * pvecderivs,
    766  int index_tau,
    767  void * parameters_and_workspace,
    768  ErrorMsg error_message
    769  );
    770 
    772  double tau,
    773  double * y,
    774  double * dy,
    775  void * parameters_and_workspace,
    776  ErrorMsg error_message
    777  );
    778 
    779  int perturb_derivs(
    780  double tau,
    781  double * y,
    782  double * dy,
    783  void * parameters_and_workspace,
    784  ErrorMsg error_message
    785  );
    786 
    788  double * y,
    789  void * parameters_and_workspace,
    790  ErrorMsg error_message
    791  );
    792 
    793  int perturb_rsa_delta_and_theta(
    794  struct precision * ppr,
    795  struct background * pba,
    796  struct thermo * pth,
    797  struct perturbs * ppt,
    798  double k,
    799  double * y,
    800  double a_prime_over_a,
    801  double * pvecthermo,
    802  struct perturb_workspace * ppw
    803  );
    804 
    805  int perturb_prepare_output_file(struct background * pba,
    806  struct perturbs * ppt,
    807  struct perturb_workspace * ppw,
    808  int index_ikout,
    809  int index_md);
    810 
    811  int perturb_prepare_output(struct background * pba,
    812  struct perturbs * ppt);
    813 
    814 #ifdef __cplusplus
    815 }
    816 #endif
    817 
    818 /**************************************************************/
    819 
    820 #endif
    821 /* @endcond */
    short has_cdi
    Definition: perturbations.h:114
    -
    int index_pt_pol3_g
    Definition: perturbations.h:402
    -
    double * dy
    Definition: perturbations.h:444
    -
    int index_pt_phi
    Definition: perturbations.h:435
    -
    short has_nc_lens
    Definition: perturbations.h:141
    -
    int index_pt_delta_ur
    Definition: perturbations.h:415
    -
    enum possible_gauges gauge
    Definition: perturbations.h:202
    -
    int store_perturbations
    Definition: perturbations.h:163
    -
    int index_ic_niv
    Definition: perturbations.h:226
    -
    double * y
    Definition: perturbations.h:443
    -
    int index_pt_psi0_ncdm1
    Definition: perturbations.h:429
    -
    Definition: background.h:31
    -
    int index_tp_theta_ncdm1
    Definition: perturbations.h:302
    -
    short has_vectors
    Definition: perturbations.h:109
    -
    double S_fld
    Definition: perturbations.h:523
    -
    short has_source_theta_ur
    Definition: perturbations.h:259
    -
    short has_source_phi
    Definition: perturbations.h:261
    -
    int index_tp_delta_m
    Definition: perturbations.h:278
    -
    short has_source_theta_ncdm
    Definition: perturbations.h:260
    -
    double vector_source_v
    Definition: perturbations.h:502
    -
    double tca_shear_g
    Definition: perturbations.h:504
    -
    int perturb_workspace_free(struct perturbs *ppt, int index_md, struct perturb_workspace *ppw)
    Definition: perturbations.c:2052
    -
    struct perturb_vector * pv
    Definition: perturbations.h:492
    -
    int index_pt_l3_g
    Definition: perturbations.h:397
    -
    int index_mt_h_prime_prime
    Definition: perturbations.h:472
    -
    int index_tp_theta_m
    Definition: perturbations.h:292
    -
    Definition: perturbations.h:392
    -
    int perturb_tca_slip_and_shear(double *y, void *parameters_and_workspace, ErrorMsg error_message)
    Definition: perturbations.c:7936
    -
    double eisw_lisw_split_z
    Definition: perturbations.h:161
    -
    int perturb_workspace_init(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, struct perturb_workspace *ppw)
    Definition: perturbations.c:1884
    -
    double selection_max_of_tau_max
    Definition: perturbations.h:350
    -
    int index_pt_gw
    Definition: perturbations.h:439
    -
    int * ic_size
    Definition: perturbations.h:229
    -
    int index_mt_psi
    Definition: perturbations.h:469
    -
    tca_method
    Definition: perturbations.h:42
    -
    int switch_pol
    Definition: perturbations.h:160
    -
    Definition: perturbations.h:58
    -
    double * scalar_perturbations_data[_MAX_NUMBER_OF_K_FILES_]
    Definition: perturbations.h:175
    -
    short has_cl_cmb_temperature
    Definition: perturbations.h:127
    -
    int l_scalar_max
    Definition: perturbations.h:144
    -
    int index_k
    Definition: perturbations.h:581
    -
    int l_max_g
    Definition: perturbations.h:398
    -
    double selection_delta_tau
    Definition: perturbations.h:352
    -
    int * q_size_ncdm
    Definition: perturbations.h:432
    -
    short has_nid
    Definition: perturbations.h:115
    -
    short has_source_phi_plus_psi
    Definition: perturbations.h:263
    -
    short perturbations_verbose
    Definition: perturbations.h:377
    -
    short has_ad
    Definition: perturbations.h:112
    -
    double * selection_tau
    Definition: perturbations.h:356
    -
    int index_tp_phi_prime
    Definition: perturbations.h:305
    -
    int index_pt_perturbed_recombination_delta_temp
    Definition: perturbations.h:421
    -
    double three_ceff2_ur
    Definition: perturbations.h:182
    -
    short has_source_delta_dcdm
    Definition: perturbations.h:244
    -
    int index_ic_cdi
    Definition: perturbations.h:223
    -
    short has_niv
    Definition: perturbations.h:116
    -
    int index_pt_theta_g
    Definition: perturbations.h:395
    -
    short has_source_delta_b
    Definition: perturbations.h:242
    -
    int perturb_print_variables(double tau, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
    Definition: perturbations.c:6336
    -
    int index_tp_theta_dcdm
    Definition: perturbations.h:297
    -
    short has_nl_corrections_based_on_delta_m
    Definition: perturbations.h:137
    -
    int index_pt_phi_prime_scf
    Definition: perturbations.h:414
    -
    int l_max_pol_g
    Definition: perturbations.h:403
    -
    Definition: perturbations.h:95
    -
    short has_source_delta_cb
    Definition: perturbations.h:240
    -
    int index_mt_phi_prime
    Definition: perturbations.h:470
    -
    int index_tp_delta_cb
    Definition: perturbations.h:279
    -
    short evolve_tensor_ncdm
    Definition: perturbations.h:125
    -
    char scalar_titles[_MAXTITLESTRINGLENGTH_]
    Definition: perturbations.h:167
    -
    double gw_source
    Definition: perturbations.h:500
    -
    double ** k
    Definition: perturbations.h:333
    -
    short has_source_theta_cdm
    Definition: perturbations.h:254
    -
    int index_pt_delta_cdm
    Definition: perturbations.h:406
    -
    double theta_cb
    Definition: perturbations.h:519
    -
    int index_pt_pol1_g
    Definition: perturbations.h:400
    -
    short has_cl_cmb_polarization
    Definition: perturbations.h:128
    -
    int last_index_back
    Definition: perturbations.h:537
    -
    double * s_l
    Definition: perturbations.h:561
    -
    int index_mt_alpha_prime
    Definition: perturbations.h:475
    -
    int index_pt_F0_dr
    Definition: perturbations.h:427
    -
    int perturb_initial_conditions(struct precision *ppr, struct background *pba, struct perturbs *ppt, int index_md, int index_ic, double k, double tau, struct perturb_workspace *ppw)
    Definition: perturbations.c:4066
    -
    short has_velocity_transfers
    Definition: perturbations.h:134
    -
    Definition: thermodynamics.h:58
    -
    double rho_plus_p_shear
    Definition: perturbations.h:498
    -
    int index_md
    Definition: perturbations.h:579
    -
    int perturb_solve(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, int index_ic, int index_k, struct perturb_workspace *ppw)
    Definition: perturbations.c:2103
    -
    double * vector_perturbations_data[_MAX_NUMBER_OF_K_FILES_]
    Definition: perturbations.h:176
    -
    int index_mt_eta_prime
    Definition: perturbations.h:473
    -
    int perturb_sources(double tau, double *y, double *dy, int index_tau, void *parameters_and_workspace, ErrorMsg error_message)
    Definition: perturbations.c:5855
    -
    int * tp_size
    Definition: perturbations.h:313
    -
    double * tau_sampling
    Definition: perturbations.h:347
    -
    double delta_rho_fld
    Definition: perturbations.h:521
    - -
    short has_lss
    Definition: perturbations.h:194
    -
    short has_source_t
    Definition: perturbations.h:237
    -
    double * selection_tau_max
    Definition: perturbations.h:355
    -
    int index_pt_shear_ur
    Definition: perturbations.h:417
    -
    int mt_size
    Definition: perturbations.h:479
    -
    int index_pt_theta_fld
    Definition: perturbations.h:411
    -
    enum tensor_methods tensor_method
    Definition: perturbations.h:122
    -
    double * delta_ncdm
    Definition: perturbations.h:511
    -
    short has_cl_lensing_potential
    Definition: perturbations.h:130
    -
    int switch_dop
    Definition: perturbations.h:159
    -
    double rsa_delta_g
    Definition: perturbations.h:506
    -
    int index_pt_hv_prime
    Definition: perturbations.h:436
    -
    double delta_cb
    Definition: perturbations.h:518
    -
    int * k_size_cl
    Definition: perturbations.h:325
    -
    int perturb_prepare_output(struct background *pba, struct perturbs *ppt)
    Definition: perturbations.c:2494
    -
    #define _MAX_NUMBER_OF_K_FILES_
    Definition: perturbations.h:79
    -
    double selection_width[_SELECTION_NUM_MAX_]
    Definition: perturbations.h:154
    -
    int index_tp_theta_b
    Definition: perturbations.h:295
    -
    double selection_mean[_SELECTION_NUM_MAX_]
    Definition: perturbations.h:153
    -
    int * used_in_sources
    Definition: perturbations.h:446
    -
    short has_nc_density
    Definition: perturbations.h:139
    -
    int * index_k_output_values
    Definition: perturbations.h:166
    -
    short has_source_delta_scf
    Definition: perturbations.h:246
    -
    int l_max_dr
    Definition: perturbations.h:428
    -
    int index_pt_delta_b
    Definition: perturbations.h:404
    -
    short has_metricpotential_transfers
    Definition: perturbations.h:135
    -
    int perturb_approximations(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, double tau, struct perturb_workspace *ppw)
    Definition: perturbations.c:4737
    -
    double * pvecmetric
    Definition: perturbations.h:491
    -
    int pt_size
    Definition: perturbations.h:441
    -
    char tensor_titles[_MAXTITLESTRINGLENGTH_]
    Definition: perturbations.h:169
    -
    int index_mt_gw_prime_prime
    Definition: perturbations.h:476
    -
    int index_tp_t1
    Definition: perturbations.h:275
    -
    int switch_sw
    Definition: perturbations.h:156
    -
    int index_tp_phi
    Definition: perturbations.h:304
    -
    int perturb_timescale(double tau, void *parameters_and_workspace, double *timescale, ErrorMsg error_message)
    Definition: perturbations.c:4941
    -
    short has_source_p
    Definition: perturbations.h:238
    -
    int index_tp_h
    Definition: perturbations.h:308
    -
    int index_tp_delta_dcdm
    Definition: perturbations.h:283
    -
    Definition: perturbations.h:460
    -
    short has_source_h_prime
    Definition: perturbations.h:266
    -
    double * selection_function
    Definition: perturbations.h:357
    -
    struct precision * ppr
    Definition: perturbations.h:575
    -
    int index_tp_eta_prime
    Definition: perturbations.h:311
    -
    int k_output_values_num
    Definition: perturbations.h:164
    -
    possible_gauges
    Definition: perturbations.h:56
    -
    tca_flags
    Definition: perturbations.h:29
    -
    #define _SELECTION_NUM_MAX_
    Definition: perturbations.h:68
    -
    double k_max
    Definition: perturbations.h:336
    -
    int selection_num
    Definition: perturbations.h:150
    -
    int perturb_indices_of_perturbs(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt)
    Definition: perturbations.c:535
    -
    double * pvecback
    Definition: perturbations.h:489
    -
    int index_ap_ncdmfa
    Definition: perturbations.h:549
    -
    int index_pt_theta_b
    Definition: perturbations.h:405
    -
    int index_ap_tca
    Definition: perturbations.h:546
    -
    double * tensor_perturbations_data[_MAX_NUMBER_OF_K_FILES_]
    Definition: perturbations.h:177
    -
    short has_source_theta_m
    Definition: perturbations.h:250
    -
    int index_mt_hv_prime_prime
    Definition: perturbations.h:478
    -
    double * shear_ncdm
    Definition: perturbations.h:513
    -
    int perturb_get_k_list(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt)
    Definition: perturbations.c:1262
    -
    int l_tensor_max
    Definition: perturbations.h:146
    -
    int index_ic_ten
    Definition: perturbations.h:227
    -
    int perturb_timesampling_for_sources(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt)
    Definition: perturbations.c:886
    -
    short inter_mode
    Definition: perturbations.h:535
    -
    int size_vector_perturbation_data[_MAX_NUMBER_OF_K_FILES_]
    Definition: perturbations.h:179
    -
    short has_source_theta_cb
    Definition: perturbations.h:251
    -
    int index_tp_delta_scf
    Definition: perturbations.h:285
    -
    int index_tp_theta_scf
    Definition: perturbations.h:299
    -
    short has_scalars
    Definition: perturbations.h:108
    -
    short has_source_theta_fld
    Definition: perturbations.h:256
    -
    int tau_size
    Definition: perturbations.h:345
    -
    int index_pt_pol0_g
    Definition: perturbations.h:399
    -
    int index_pt_Gamma_fld
    Definition: perturbations.h:412
    -
    short has_source_delta_ncdm
    Definition: perturbations.h:249
    -
    int perturb_init(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt)
    Definition: perturbations.c:98
    -
    int index_mt_V_prime
    Definition: perturbations.h:477
    -
    int index_tp_psi
    Definition: perturbations.h:307
    -
    int index_pt_theta_ur
    Definition: perturbations.h:416
    -
    double tca_slip
    Definition: perturbations.h:505
    -
    short has_cmb
    Definition: perturbations.h:193
    -
    int perturb_find_approximation_switches(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, struct perturb_workspace *ppw, double tau_ini, double tau_end, double precision, int interval_number, int *interval_number_of, double *interval_limit, int **interval_approx)
    Definition: perturbations.c:2707
    -
    int index_tp_delta_b
    Definition: perturbations.h:281
    -
    short has_source_delta_g
    Definition: perturbations.h:241
    -
    short has_nc_rsd
    Definition: perturbations.h:140
    -
    double Gamma_prime_fld
    Definition: perturbations.h:524
    -
    ErrorMsg error_message
    Definition: perturbations.h:379
    -
    int index_pt_eta
    Definition: perturbations.h:434
    -
    int perturb_free(struct perturbs *ppt)
    Definition: perturbations.c:461
    -
    short has_source_h
    Definition: perturbations.h:265
    -
    double rho_plus_p_theta_fld
    Definition: perturbations.h:522
    -
    int max_l_max
    Definition: perturbations.h:560
    -
    int * approx
    Definition: perturbations.h:552
    -
    short evolve_tensor_ur
    Definition: perturbations.h:124
    -
    int ap_size
    Definition: perturbations.h:550
    -
    int index_pt_V
    Definition: perturbations.h:437
    -
    int index_tp_delta_ncdm1
    Definition: perturbations.h:288
    -
    short has_tensors
    Definition: perturbations.h:110
    -
    short has_cl_number_count
    Definition: perturbations.h:131
    -
    double z_max_pk
    Definition: perturbations.h:185
    -
    int index_pt_delta_g
    Definition: perturbations.h:394
    -
    int index_md_vectors
    Definition: perturbations.h:212
    -
    int index_tp_delta_dr
    Definition: perturbations.h:286
    -
    double * selection_tau_min
    Definition: perturbations.h:354
    -
    int index_pt_perturbed_recombination_delta_chi
    Definition: perturbations.h:422
    -
    int index_pt_phi_scf
    Definition: perturbations.h:413
    -
    struct background * pba
    Definition: perturbations.h:576
    -
    short has_source_theta_dr
    Definition: perturbations.h:258
    -
    double selection_min_of_tau_min
    Definition: perturbations.h:349
    -
    int index_tp_delta_cdm
    Definition: perturbations.h:282
    -
    short has_source_eta
    Definition: perturbations.h:267
    -
    short has_source_phi_prime
    Definition: perturbations.h:262
    -
    double k_output_values[_MAX_NUMBER_OF_K_FILES_]
    Definition: perturbations.h:165
    -
    short has_source_delta_fld
    Definition: perturbations.h:245
    -
    int index_md_tensors
    Definition: perturbations.h:211
    -
    int index_tp_theta_cb
    Definition: perturbations.h:293
    -
    short has_source_delta_ur
    Definition: perturbations.h:248
    -
    struct perturb_workspace * ppw
    Definition: perturbations.h:583
    -
    short has_perturbations
    Definition: perturbations.h:104
    -
    int * k_size_cmb
    Definition: perturbations.h:321
    -
    int index_pt_gwdot
    Definition: perturbations.h:440
    -
    int index_pt_theta_dcdm
    Definition: perturbations.h:409
    -
    int perturb_total_stress_energy(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, double *y, struct perturb_workspace *ppw)
    Definition: perturbations.c:5312
    -
    double delta_m
    Definition: perturbations.h:515
    -
    short has_bi
    Definition: perturbations.h:113
    -
    short has_source_theta_b
    Definition: perturbations.h:253
    -
    short has_density_transfers
    Definition: perturbations.h:133
    -
    double rsa_theta_g
    Definition: perturbations.h:507
    -
    int index_tp_theta_cdm
    Definition: perturbations.h:296
    -
    double delta_p
    Definition: perturbations.h:499
    -
    double * theta_ncdm
    Definition: perturbations.h:512
    -
    int index_ic_ad
    Definition: perturbations.h:222
    -
    int index_ic_nid
    Definition: perturbations.h:225
    -
    int last_index_thermo
    Definition: perturbations.h:538
    -
    double delta_rho
    Definition: perturbations.h:496
    -
    double k_max_for_pk
    Definition: perturbations.h:148
    -
    int perturb_vector_free(struct perturb_vector *pv)
    Definition: perturbations.c:4035
    -
    int index_mt_alpha
    Definition: perturbations.h:474
    -
    double vector_source_pi
    Definition: perturbations.h:501
    -
    enum selection_type selection
    Definition: perturbations.h:152
    -
    short has_source_eta_prime
    Definition: perturbations.h:268
    -
    int switch_lisw
    Definition: perturbations.h:158
    -
    int index_pt_pol2_g
    Definition: perturbations.h:401
    -
    int index_tp_phi_plus_psi
    Definition: perturbations.h:306
    -
    int index_pt_l3_ur
    Definition: perturbations.h:418
    -
    short has_cls
    Definition: perturbations.h:106
    -
    int index_ic_bi
    Definition: perturbations.h:224
    -
    int index_tp_theta_ur
    Definition: perturbations.h:300
    -
    int index_tp_perturbed_recombination_delta_temp
    Definition: perturbations.h:289
    -
    int index_tp_theta_dr
    Definition: perturbations.h:301
    -
    short has_source_psi
    Definition: perturbations.h:264
    -
    short has_nc_gr
    Definition: perturbations.h:142
    -
    int index_pt_delta_fld
    Definition: perturbations.h:410
    -
    short has_perturbed_recombination
    Definition: perturbations.h:120
    -
    int size_tensor_perturbation_data[_MAX_NUMBER_OF_K_FILES_]
    Definition: perturbations.h:180
    -
    int index_ic
    Definition: perturbations.h:580
    -
    short has_cl_cmb_lensing_potential
    Definition: perturbations.h:129
    -
    int number_of_vector_titles
    Definition: perturbations.h:171
    -
    int index_tp_eta
    Definition: perturbations.h:310
    -
    int index_tp_theta_g
    Definition: perturbations.h:294
    -
    char vector_titles[_MAXTITLESTRINGLENGTH_]
    Definition: perturbations.h:168
    -
    int N_ncdm
    Definition: perturbations.h:430
    -
    int number_of_tensor_titles
    Definition: perturbations.h:172
    -
    Definition: common.h:345
    -
    double * pvecthermo
    Definition: perturbations.h:490
    -
    int switch_eisw
    Definition: perturbations.h:157
    -
    double *** sources
    Definition: perturbations.h:365
    -
    int perturb_find_approximation_number(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, struct perturb_workspace *ppw, double tau_ini, double tau_end, int *interval_number, int *interval_number_of)
    Definition: perturbations.c:2618
    -
    int index_ap_rsa
    Definition: perturbations.h:547
    -
    int index_tp_theta_fld
    Definition: perturbations.h:298
    -
    int * k_size
    Definition: perturbations.h:329
    -
    int l_max_ur
    Definition: perturbations.h:419
    -
    short has_pk_matter
    Definition: perturbations.h:132
    -
    int index_tp_delta_ur
    Definition: perturbations.h:287
    -
    double three_cvis2_ur
    Definition: perturbations.h:183
    -
    int index_pt_delta_dcdm
    Definition: perturbations.h:408
    -
    int number_of_scalar_titles
    Definition: perturbations.h:170
    -
    struct perturbs * ppt
    Definition: perturbations.h:578
    -
    int index_ikout
    Definition: perturbations.h:527
    -
    double theta_m
    Definition: perturbations.h:516
    -
    int index_tp_delta_fld
    Definition: perturbations.h:284
    -
    int index_md_scalars
    Definition: perturbations.h:210
    -
    FILE * perturb_output_file
    Definition: perturbations.h:526
    -
    double rsa_theta_ur
    Definition: perturbations.h:509
    -
    int perturb_einstein(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, int index_md, double k, double tau, double *y, struct perturb_workspace *ppw)
    Definition: perturbations.c:5111
    -
    short has_source_theta_g
    Definition: perturbations.h:252
    -
    int index_pt_shear_g
    Definition: perturbations.h:396
    -
    int index_mt_h_prime
    Definition: perturbations.h:471
    -
    int index_pt_theta_cdm
    Definition: perturbations.h:407
    -
    int index_tp_delta_g
    Definition: perturbations.h:280
    -
    int index_tp_t0
    Definition: perturbations.h:274
    -
    int size_scalar_perturbation_data[_MAX_NUMBER_OF_K_FILES_]
    Definition: perturbations.h:178
    -
    int index_tp_perturbed_recombination_delta_chi
    Definition: perturbations.h:290
    -
    int * l_max_ncdm
    Definition: perturbations.h:431
    -
    int l_vector_max
    Definition: perturbations.h:145
    -
    short has_source_theta_scf
    Definition: perturbations.h:257
    -
    int index_tp_h_prime
    Definition: perturbations.h:309
    -
    short has_source_delta_dr
    Definition: perturbations.h:247
    -
    int perturb_sources_at_tau(struct perturbs *ppt, int index_md, int index_ic, int index_type, double tau, double *psource)
    Definition: perturbations.c:45
    -
    double rho_plus_p_theta
    Definition: perturbations.h:497
    -
    int perturb_derivs(double tau, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
    Definition: perturbations.c:6889
    -
    short has_source_delta_cdm
    Definition: perturbations.h:243
    -
    int index_tp_p
    Definition: perturbations.h:277
    -
    short has_source_theta_dcdm
    Definition: perturbations.h:255
    -
    int md_size
    Definition: perturbations.h:214
    -
    short has_source_delta_m
    Definition: perturbations.h:239
    -
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    Definition: perturbations.c:2998
    -
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    Definition: perturbations.h:147
    -
    Definition: perturbations.h:57
    -
    double k
    Definition: perturbations.h:582
    -
    int index_ap_ufa
    Definition: perturbations.h:548
    -
    double rsa_delta_ur
    Definition: perturbations.h:508
    -
    double k_min
    Definition: perturbations.h:335
    -
    struct thermo * pth
    Definition: perturbations.h:577
    -
    Definition: perturbations.h:573
    -
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    Definition: perturbations.h:276
    -
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[ "error_message", "perturbations_8h.html#a16c8ca2b0bcad20402f8f805589f48bb", null ] -]; \ No newline at end of file diff --git a/doc/manual/html/primordial_8c.html b/doc/manual/html/primordial_8c.html deleted file mode 100644 index 0ee2df9d..00000000 --- a/doc/manual/html/primordial_8c.html +++ /dev/null @@ -1,1518 +0,0 @@ - - - - - - - -CLASS MANUAL: primordial.c File Reference - - - - - - - - - - - - - - -
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    CLASS MANUAL -
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    primordial.c File Reference
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    #include "primordial.h"
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    -Functions

    int primordial_spectrum_at_k (struct primordial *ppm, int index_md, enum linear_or_logarithmic mode, double input, double *output)
     
    int primordial_init (struct precision *ppr, struct perturbs *ppt, struct primordial *ppm)
     
    int primordial_free (struct primordial *ppm)
     
    int primordial_indices (struct perturbs *ppt, struct primordial *ppm)
     
    int primordial_get_lnk_list (struct primordial *ppm, double kmin, double kmax, double k_per_decade)
     
    int primordial_analytic_spectrum_init (struct perturbs *ppt, struct primordial *ppm)
     
    int primordial_analytic_spectrum (struct primordial *ppm, int index_md, int index_ic1_ic2, double k, double *pk)
     
    int primordial_inflation_potential (struct primordial *ppm, double phi, double *V, double *dV, double *ddV)
     
    int primordial_inflation_hubble (struct primordial *ppm, double phi, double *H, double *dH, double *ddH, double *dddH)
     
    int primordial_inflation_indices (struct primordial *ppm)
     
    int primordial_inflation_solve_inflation (struct perturbs *ppt, struct primordial *ppm, struct precision *ppr)
     
    int primordial_inflation_analytic_spectra (struct perturbs *ppt, struct primordial *ppm, struct precision *ppr, double *y_ini)
     
    int primordial_inflation_spectra (struct perturbs *ppt, struct primordial *ppm, struct precision *ppr, double *y_ini)
     
    int primordial_inflation_one_wavenumber (struct perturbs *ppt, struct primordial *ppm, struct precision *ppr, double *y_ini, int index_k)
     
    int primordial_inflation_one_k (struct primordial *ppm, struct precision *ppr, double k, double *y, double *dy, double *curvature, double *tensor)
     
    int primordial_inflation_find_attractor (struct primordial *ppm, struct precision *ppr, double phi_0, double precision, double *y, double *dy, double *H_0, double *dphidt_0)
     
    int primordial_inflation_evolve_background (struct primordial *ppm, struct precision *ppr, double *y, double *dy, enum target_quantity target, double stop, short check_epsilon, enum integration_direction direction, enum time_definition time)
     
    int primordial_inflation_check_potential (struct primordial *ppm, double phi, double *V, double *dV, double *ddV)
     
    int primordial_inflation_check_hubble (struct primordial *ppm, double phi, double *H, double *dH, double *ddH, double *dddH)
     
    int primordial_inflation_get_epsilon (struct primordial *ppm, double phi, double *epsilon)
     
    int primordial_inflation_find_phi_pivot (struct primordial *ppm, struct precision *ppr, double *y, double *dy)
     
    int primordial_inflation_derivs (double tau, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
     
    int primordial_external_spectrum_init (struct perturbs *ppt, struct primordial *ppm)
     
    -

    Detailed Description

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    Documented primordial module.

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    Julien Lesgourgues, 24.08.2010

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    This module computes the primordial spectra. It can be used in different modes: simple parametric form, evolving inflaton perturbations, etc. So far only the mode corresponding to a simple analytic form in terms of amplitudes, tilts and runnings has been developed.

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    The following functions can be called from other modules:

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    1. primordial_init() at the beginning (anytime after perturb_init() and before spectra_init())
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    3. primordial_spectrum_at_k() at any time for computing P(k) at any k
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    5. primordial_free() at the end
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    Function Documentation

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    ◆ primordial_spectrum_at_k()

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    int primordial_spectrum_at_k (struct primordialppm,
    int index_md,
    enum linear_or_logarithmic mode,
    double input,
    double * output 
    )
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    Primordial spectra for arbitrary argument and for all initial conditions.

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    This routine evaluates the primordial spectrum at a given value of k by interpolating in the pre-computed table.

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    When k is not in the pre-computed range but the spectrum can be found analytically, it finds it. Otherwise returns an error.

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    Can be called in two modes; linear or logarithmic:

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    • logarithmic: takes ln(k), return ln(P(k))
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    One little subtlety: in case of several correlated initial conditions, the cross-correlation spectrum can be negative. Then, in logarithmic mode, the non-diagonal elements contain the cross-correlation angle $ P_{12}/\sqrt{P_{11} P_{22}}$ (from -1 to 1) instead of $\ln{P_{12}}$

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    This function can be called from whatever module at whatever time, provided that primordial_init() has been called before, and primordial_free() has not been called yet.

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    Parameters
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    ppmInput: pointer to primordial structure containing tabulated primordial spectrum
    index_mdInput: index of mode (scalar, tensor, ...)
    modeInput: linear or logarithmic
    inputInput: wavenumber in 1/Mpc (linear mode) or its logarithm (logarithmic mode)
    outputOutput: for each pair of initial conditions, primordial spectra P(k) in $Mpc^3$ (linear mode), or their logarithms and cross-correlation angles (logarithmic mode)
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    the error status
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    Summary:

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    • define local variables
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    • if ln(k) is not in the interpolation range, return an error, unless we are in the case of a analytic spectrum, for which a direct computation is possible
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    ◆ primordial_init()

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    int primordial_init (struct precisionppr,
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    This routine initializes the primordial structure (in particular, it computes table of primordial spectrum values)

    -
    Parameters
    - - - - -
    pprInput: pointer to precision structure (defines method and precision for all computations)
    pptInput: pointer to perturbation structure (useful for knowing k_min, k_max, etc.)
    ppmOutput: pointer to initialized primordial structure
    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • check that we really need to compute the primordial spectra
    • -
    • get kmin and kmax from perturbation structure. Test that they make sense.
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    • allocate and fill values of $ \ln{k}$'s
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    • define indices and allocate tables in primordial structure
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    • deal with case of analytic primordial spectra (with amplitudes, tilts, runnings, etc.)
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    • deal with case of inflation with given $V(\phi)$ or $H(\phi)$
    • -
    • deal with the case of external calculation of $ P_k $
    • -
    • compute second derivative of each $ \ln{P_k} $ versus lnk with spline, in view of interpolation
    • -
    • derive spectral parameters from numerically computed spectra (not used by the rest of the code, but useful to keep in memory for several types of investigation)
    • -
    • expression for alpha_s comes from:

      -

      ns_2 = (lnpk_plus-lnpk_pivot)/(dlnk)+1

      -

      ns_1 = (lnpk_pivot-lnpk_minus)/(dlnk)+1

      -

      alpha_s = dns/dlnk = (ns_2-ns_1)/dlnk = (lnpk_plus-lnpk_pivot-lnpk_pivot+lnpk_minus)/(dlnk)/(dlnk)

      -
    • -
    • expression for beta_s:

      -

      ppm->beta_s = (alpha_plus-alpha_minus)/dlnk = (lnpk_plusplus-2.*lnpk_plus+lnpk_pivot - (lnpk_pivot-2.*lnpk_minus+lnpk_minusminus)/pow(dlnk,3)

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    ◆ primordial_free()

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    int primordial_free (struct primordialppm)
    -
    -

    This routine frees all the memory space allocated by primordial_init().

    -

    To be called at the end of each run.

    -
    Parameters
    - - -
    ppmInput: pointer to primordial structure (which fields must be freed)
    -
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    Returns
    the error status
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    ◆ primordial_indices()

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    int primordial_indices (struct perturbsppt,
    struct primordialppm 
    )
    -
    -

    This routine defines indices and allocates tables in the primordial structure

    -
    Parameters
    - - - -
    pptInput: pointer to perturbation structure
    ppmInput/output: pointer to primordial structure
    -
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    Returns
    the error status
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    ◆ primordial_get_lnk_list()

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    int primordial_get_lnk_list (struct primordialppm,
    double kmin,
    double kmax,
    double k_per_decade 
    )
    -
    -

    This routine allocates and fills the list of wavenumbers k

    -
    Parameters
    - - - - - -
    ppmInput/output: pointer to primordial structure
    kminInput: first value
    kmaxInput: last value that we should encompass
    k_per_decadeInput: number of k per decade
    -
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    Returns
    the error status
    - -
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    ◆ primordial_analytic_spectrum_init()

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    - - - - - - - - - - - - - - - - - - -
    int primordial_analytic_spectrum_init (struct perturbsppt,
    struct primordialppm 
    )
    -
    -

    This routine interprets and stores in a condensed form the input parameters in the case of a simple analytic spectra with amplitudes, tilts, runnings, in such way that later on, the spectrum can be obtained by a quick call to the routine primordial_analytic_spectrum(()

    -
    Parameters
    - - - -
    pptInput: pointer to perturbation structure
    ppmInput/output: pointer to primordial structure
    -
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    Returns
    the error status
    - -
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    ◆ primordial_analytic_spectrum()

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int primordial_analytic_spectrum (struct primordialppm,
    int index_md,
    int index_ic1_ic2,
    double k,
    double * pk 
    )
    -
    -

    This routine returns the primordial spectrum in the simple analytic case with amplitudes, tilts, runnings, for each mode (scalar/tensor...), pair of initial conditions, and wavenumber.

    -
    Parameters
    - - - - - - -
    ppmInput/output: pointer to primordial structure
    index_mdInput: index of mode (scalar, tensor, ...)
    index_ic1_ic2Input: pair of initial conditions (ic1, ic2)
    kInput: wavenumber in same units as pivot scale, i.e. in 1/Mpc
    pkOutput: primordial power spectrum A (k/k_pivot)^(n+...)
    -
    -
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    Returns
    the error status
    - -
    -
    - -

    ◆ primordial_inflation_potential()

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int primordial_inflation_potential (struct primordialppm,
    double phi,
    double * V,
    double * dV,
    double * ddV 
    )
    -
    -

    This routine encodes the inflaton scalar potential

    -
    Parameters
    - - - - - - -
    ppmInput: pointer to primordial structure
    phiInput: background inflaton field value in units of Mp
    VOutput: inflaton potential in units of $ Mp^4$
    dVOutput: first derivative of inflaton potential wrt the field
    ddVOutput: second derivative of inflaton potential wrt the field
    -
    -
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    Returns
    the error status
    - -
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    ◆ primordial_inflation_hubble()

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    int primordial_inflation_hubble (struct primordialppm,
    double phi,
    double * H,
    double * dH,
    double * ddH,
    double * dddH 
    )
    -
    -

    This routine encodes the function $ H(\phi)$

    -
    Parameters
    - - - - - - - -
    ppmInput: pointer to primordial structure
    phiInput: background inflaton field value in units of Mp
    HOutput: Hubble parameters in units of Mp
    dHOutput: $ dH / d\phi $
    ddHOutput: $ d^2H / d\phi^2 $
    dddHOutput: $ d^3H / d\phi^3 $
    -
    -
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    Returns
    the error status
    - -
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    ◆ primordial_inflation_indices()

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    - - - - - - - - -
    int primordial_inflation_indices (struct primordialppm)
    -
    -

    This routine defines indices used by the inflation simulator

    -
    Parameters
    - - -
    ppmInput/output: pointer to primordial structure
    -
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    Returns
    the error status
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    ◆ primordial_inflation_solve_inflation()

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    int primordial_inflation_solve_inflation (struct perturbsppt,
    struct primordialppm,
    struct precisionppr 
    )
    -
    -

    Main routine of inflation simulator. Its goal is to check the background evolution before and after the pivot value phi=phi_pivot, and then, if this evolution is suitable, to call the routine primordial_inflation_spectra().

    -
    Parameters
    - - - - -
    pptInput: pointer to perturbation structure
    ppmInput/output: pointer to primordial structure
    pprInput: pointer to precision structure
    -
    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • allocate vectors for background/perturbed quantities
    • -
    • eventually, needs first to find phi_pivot
    • -
    • compute H_pivot at phi_pivot
    • -
    • check positivity and negative slope of potential in field pivot value, and find value of phi_dot and H for field's pivot value, assuming slow-roll attractor solution has been reached. If no solution, code will stop there.
    • -
    • check positivity and negative slope of $ H(\phi)$ in field pivot value, and get H_pivot
    • -
    • find a_pivot, value of scale factor when k_pivot crosses horizon while phi=phi_pivot
    • -
    • integrate background solution starting from phi_pivot and until k_max>>aH. This ensures that the inflationary model considered here is valid and that the primordial spectrum can be computed. Otherwise, if slow-roll brakes too early, model is not suitable and run stops.
    • -
    • starting from this time, i.e. from y_ini[ ], we run the routine which takes care of computing the primordial spectrum.
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    • before ending, we want to compute and store the values of $ \phi $ corresponding to k=aH for k_min and k_max
    • -
    • finally, we can de-allocate
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    ◆ primordial_inflation_analytic_spectra()

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    int primordial_inflation_analytic_spectra (struct perturbsppt,
    struct primordialppm,
    struct precisionppr,
    double * y_ini 
    )
    -
    -

    Routine for the computation of an analytic apporoximation to the the primordial spectrum. In general, should be used only for comparing with exact numerical computation performed by primordial_inflation_spectra().

    -
    Parameters
    - - - - - -
    pptInput: pointer to perturbation structure
    ppmInput/output: pointer to primordial structure
    pprInput: pointer to precision structure
    y_iniInput: initial conditions for the vector of background/perturbations, already allocated and filled
    -
    -
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    Returns
    the error status
    -

    Summary

    -
      -
    • allocate vectors for background/perturbed quantities
    • -
    • initialize the background part of the running vector
    • -
    • loop over Fourier wavenumbers
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    • read value of phi at time when k=aH
    • -
    • get potential (and its derivatives) at this value
    • -
    • calculate the analytic slow-roll formula for the spectra
    • -
    • store the obtained result for curvature and tensor perturbations
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    ◆ primordial_inflation_spectra()

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    int primordial_inflation_spectra (struct perturbsppt,
    struct primordialppm,
    struct precisionppr,
    double * y_ini 
    )
    -
    -

    Routine with a loop over wavenumbers for the computation of the primordial spectrum. For each wavenumber it calls primordial_inflation_one_wavenumber()

    -
    Parameters
    - - - - - -
    pptInput: pointer to perturbation structure
    ppmInput/output: pointer to primordial structure
    pprInput: pointer to precision structure
    y_iniInput: initial conditions for the vector of background/perturbations, already allocated and filled
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    Returns
    the error status
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    ◆ primordial_inflation_one_wavenumber()

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    int primordial_inflation_one_wavenumber (struct perturbsppt,
    struct primordialppm,
    struct precisionppr,
    double * y_ini,
    int index_k 
    )
    -
    -

    Routine coordinating the computation of the primordial spectrum for one wavenumber. It calls primordial_inflation_one_k() to integrate the perturbation equations, and then it stores the result for the scalar/tensor spectra.

    -
    Parameters
    - - - - - - -
    pptInput: pointer to perturbation structure
    ppmInput/output: pointer to primordial structure
    pprInput: pointer to precision structure
    y_iniInput: initial conditions for the vector of background/perturbations, already allocated and filled
    index_kInput: index of wavenumber to be considered
    -
    -
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    Returns
    the error status
    -

    Summary

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      -
    • allocate vectors for background/perturbed quantities
    • -
    • initialize the background part of the running vector
        -
      • evolve the background until the relevant initial time for integrating perturbations
      • -
      • evolve the background/perturbation equations from this time and until some time after Horizon crossing
      • -
      -
    • -
    • store the obtained result for curvature and tensor perturbations
    • -
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    ◆ primordial_inflation_one_k()

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    int primordial_inflation_one_k (struct primordialppm,
    struct precisionppr,
    double k,
    double * y,
    double * dy,
    double * curvature,
    double * tensor 
    )
    -
    -

    Routine integrating the background plus perturbation equations for each wavenumber, and returning the scalar and tensor spectrum.

    -
    Parameters
    - - - - - - - - -
    ppmInput: pointer to primordial structure
    pprInput: pointer to precision structure
    kInput: Fourier wavenumber
    yInput: running vector of background/perturbations, already allocated and initialized
    dyInput: running vector of background/perturbation derivatives, already allocated
    curvatureOutput: curvature perturbation
    tensorOutput: tensor perturbation
    -
    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • initialize the generic integrator (same integrator already used in background, thermodynamics and perturbation modules)
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    • initialize variable used for deciding when to stop the calculation (= when the curvature remains stable)
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    • initialize conformal time to arbitrary value (here, only variations of tau matter: the equations that we integrate do not depend explicitly on time)
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    • compute derivative of initial vector and infer first value of adaptive time-step
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    • loop over time
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    • clean the generic integrator
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    • store final value of curvature for this wavenumber
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    • store final value of tensor perturbation for this wavenumber
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    ◆ primordial_inflation_find_attractor()

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    int primordial_inflation_find_attractor (struct primordialppm,
    struct precisionppr,
    double phi_0,
    double precision,
    double * y,
    double * dy,
    double * H_0,
    double * dphidt_0 
    )
    -
    -

    Routine searching for the inflationary attractor solution at a given phi_0, by iterations, with a given tolerance. If no solution found within tolerance, returns error message. The principle is the following. The code starts integrating the background equations from various values of phi, corresponding to earlier and earlier value before phi_0, and separated by a small arbitrary step size, corresponding roughly to 1 e-fold of inflation. Each time, the integration starts with the initial condition $ \phi=-V'/3H$ (slow-roll prediction). If the found value of $\phi'$ in phi_0 is stable (up to the parameter "precision"), the code considers that there is an attractor, and stops iterating. If this process does not converge, it returns an error message.

    -
    Parameters
    - - - - - - - - - -
    ppmInput: pointer to primordial structure
    pprInput: pointer to precision structure
    phi_0Input: field value at which we wish to find the solution
    precisionInput: tolerance on output values (if too large, an attractor will always considered to be found)
    yInput: running vector of background variables, already allocated and initialized
    dyInput: running vector of background derivatives, already allocated
    H_0Output: Hubble value at phi_0 for attractor solution
    dphidt_0Output: field derivative value at phi_0 for attractor solution
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    Returns
    the error status
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    ◆ primordial_inflation_evolve_background()

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    int primordial_inflation_evolve_background (struct primordialppm,
    struct precisionppr,
    double * y,
    double * dy,
    enum target_quantity target,
    double stop,
    short check_epsilon,
    enum integration_direction direction,
    enum time_definition time 
    )
    -
    -

    Routine integrating background equations only, from initial values stored in y, to a final value (if target = aH, until aH = aH_stop; if target = phi, till phi = phi_stop; if target = end_inflation, until $ d^2a/dt^2 = 0$ (here t = proper time)). In output, y contains the final background values. In addition, if check_epsilon is true, the routine controls at each step that the expansion is accelerated and that inflation holds (wepsilon>1), otherwise it returns an error. Thanks to the last argument, it is also possible to specify whether the integration should be carried forward or backward in time. For the inflation_H case, only a 1st order differential equation is involved, so the forward and backward case can be done exactly without problems. For the inflation_V case, the equation of motion is 2nd order. What the module will do in the backward case is to search for an approximate solution, corresponding to the (first-order) attractor inflationary solution. This approximate backward solution is used in order to estimate some initial times, but the approximation made here will never impact the final result: the module is written in such a way that after using this approximation, the code always computes (and relies on) the exact forward solution.

    -
    Parameters
    - - - - - - - - - - -
    ppmInput: pointer to primordial structure
    pprInput: pointer to precision structure
    yInput/output: running vector of background variables, already allocated and initialized
    dyInput: running vector of background derivatives, already allocated
    targetInput: whether the goal is to reach a given aH or $ \phi $
    stopInput: the target value of either aH or $ \phi $
    check_epsilonInput: whether we should impose inflation (epsilon>1) at each step
    directionInput: whether we should integrate forward or backward in time
    timeInput: definition of time (proper or conformal)
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    Returns
    the error status
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    ◆ primordial_inflation_check_potential()

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    int primordial_inflation_check_potential (struct primordialppm,
    double phi,
    double * V,
    double * dV,
    double * ddV 
    )
    -
    -

    Routine checking positivity and negative slope of potential. The negative slope is an arbitrary choice. Currently the code can only deal with monotonic variations of the inflaton during inflation. So the slope had to be always negative or always positive... we took the first option.

    -
    Parameters
    - - - - - - -
    ppmInput: pointer to primordial structure
    phiInput: field value where to perform the check
    VOutput: inflaton potential in units of $ Mp^4$
    dVOutput: first derivative of inflaton potential wrt the field
    ddVOutput: second derivative of inflaton potential wrt the field
    -
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    Returns
    the error status
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    ◆ primordial_inflation_check_hubble()

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    int primordial_inflation_check_hubble (struct primordialppm,
    double phi,
    double * H,
    double * dH,
    double * ddH,
    double * dddH 
    )
    -
    -

    Routine checking positivity and negative slope of $ H(\phi)$. The negative slope is an arbitrary choice. Currently the code can only deal with monotonic variations of the inflaton during inflation. And H can only decrease with time. So the slope $ dH/d\phi$ has to be always negative or always positive... we took the first option: phi increases, H decreases.

    -
    Parameters
    - - - - - - - -
    ppmInput: pointer to primordial structure
    phiInput: field value where to perform the check
    HOutput: Hubble parameters in units of Mp
    dHOutput: $ dH / d\phi $
    ddHOutput: $ d^2H / d\phi^2 $
    dddHOutput: $ d^3H / d\phi^3 $
    -
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    Returns
    the error status
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    ◆ primordial_inflation_get_epsilon()

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    int primordial_inflation_get_epsilon (struct primordialppm,
    double phi,
    double * epsilon 
    )
    -
    -

    Routine computing the first slow-roll parameter epsilon

    -
    Parameters
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    ppmInput: pointer to primordial structure
    phiInput: field value where to compute epsilon
    epsilonOutput: result
    -
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    Returns
    the error status
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    ◆ primordial_inflation_find_phi_pivot()

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    int primordial_inflation_find_phi_pivot (struct primordialppm,
    struct precisionppr,
    double * y,
    double * dy 
    )
    -
    -

    Routine searching phi_pivot when a given amount of inflation is requested.

    -
    Parameters
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    ppmInput/output: pointer to primordial structure
    pprInput: pointer to precision structure
    yInput: running vector of background variables, already allocated and initialized
    dyInput: running vector of background derivatives, already allocated
    -
    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • check whether in vicinity of phi_end, inflation is still ongoing
    • -
    • case in which epsilon>1: hence we must find the value phi_stop < phi_end where inflation ends up naturally
    • -
    • –> find latest value of the field such that epsilon = primordial_inflation_small_epsilon (default: 0.1)
    • -
    • –> bracketing right-hand value is phi_end (but the potential will not be evaluated exactly there, only closeby
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    • –> bracketing left-hand value is found by iterating with logarithmic step until epsilon < primordial_inflation_small_epsilon
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    • –> find value such that epsilon = primordial_inflation_small_epsilon by bisection
    • -
    • –> value found and stored as phi_small_epsilon
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    • –> find inflationary attractor in phi_small_epsilon (should exist since epsilon<<1 there)
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    • --> compute amount of inflation between this phi_small_epsilon and the end of inflation
    • -
    • –> by starting from phi_small_epsilon and integrating an approximate solution backward in time, try to estimate roughly a value close to phi_pivot but a bit smaller. This is done by trying to reach an amount of inflation equal to the requested one, minus the amount after phi_small_epsilon, and plus primordial_inflation_extra_efolds efolds (default: two). Note that it is not aggressive to require two extra e-folds of inflation before the pivot, since the calculation of the spectrum in the observable range will require even more.
    • -
    • –> find attractor in phi_try
    • -
    • –> check the total amount of inflation between phi_try and the end of inflation
    • -
    • –> go back to phi_try, and now find phi_pivot such that the amount of inflation between phi_pivot and the end of inflation is exactly the one requested.
    • -
    • case in which epsilon<1:
    • -
    • –> find inflationary attractor in phi_small_epsilon (should exist since epsilon<1 there)
    • -
    • --> by starting from phi_end and integrating an approximate solution backward in time, try to estimate roughly a value close to phi_pivot but a bit smaller. This is done by trying to reach an amount of inflation equal to the requested one, minus the amount after phi_small_epsilon, and plus primordial_inflation_extra_efolds efolds (default: two). Note that it is not aggressive to require two extra e-folds of inflation before the pivot, since the calculation of the spectrum in the observable range will require even more.
    • -
    • –> we now have a value phi_try believed to be close to and slightly smaller than phi_pivot
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    • –> find attractor in phi_try
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    • –> check the total amount of inflation between phi_try and the end of inflation
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    • –> go back to phi_try, and now find phi_pivot such that the amount of inflation between phi_pivot and the end of inflation is exactly the one requested.
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    • –> In verbose mode, check that phi_pivot is correct. Done by restarting from phi_pivot and going again till the end of inflation.
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    ◆ primordial_inflation_derivs()

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    int primordial_inflation_derivs (double tau,
    double * y,
    double * dy,
    void * parameters_and_workspace,
    ErrorMsg error_message 
    )
    -
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    Routine returning derivative of system of background/perturbation variables. Like other routines used by the generic integrator (background_derivs, thermodynamics_derivs, perturb_derivs), this routine has a generic list of arguments, and a slightly different error management, with the error message returned directly in an ErrMsg field.

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    Parameters
    - - - - - - -
    tauInput: time (not used explicitly inside the routine, but requested by the generic integrator)
    yInput/output: running vector of background variables, already allocated and initialized
    dyInput: running vector of background derivatives, already allocated
    parameters_and_workspaceInput: all necessary input variables apart from y
    error_messageOutput: error message
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    Returns
    the error status
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    ◆ primordial_external_spectrum_init()

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    int primordial_external_spectrum_init (struct perturbsppt,
    struct primordialppm 
    )
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    This routine reads the primordial spectrum from an external command, and stores the tabulated values. The sampling of the k's given by the external command is preserved.

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    Author: Jesus Torrado (torra.nosp@m.doca.nosp@m.cho@l.nosp@m.oren.nosp@m.tz.le.nosp@m.iden.nosp@m.univ..nosp@m.nl) Date: 2013-12-20

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    Parameters
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    pptInput/output: pointer to perturbation structure
    ppmInput/output: pointer to primordial structure
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    Returns
    the error status
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    Summary:

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    • Initialization
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    • Launch the command and retrieve the output
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    • Store the read results into CLASS structures
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    • Make room
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    • Store values
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    • Release the memory used locally
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    • Tell CLASS that there are scalar (and tensor) modes
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    CLASS MANUAL -
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    primordial.h File Reference
    -
    -
    -
    #include "perturbations.h"
    -
    - + Include dependency graph for primordial.h:
    -
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    - -
    - + This graph shows which files directly or indirectly include this file:
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    -

    Go to the source code of this file.

    - - - - -

    -Data Structures

    struct  primordial
     
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    -Enumerations

    enum  primordial_spectrum_type
     
    enum  linear_or_logarithmic
     
    enum  potential_shape
     
    enum  target_quantity
     
    enum  integration_direction
     
    enum  time_definition
     
    enum  phi_pivot_methods
     
    enum  inflation_module_behavior
     
    -

    Detailed Description

    -

    Documented includes for primordial module.

    -

    Data Structure Documentation

    - -

    ◆ primordial

    - -
    -
    - - - - -
    struct primordial
    -
    -

    Structure containing everything about primordial spectra that other modules need to know.

    -

    Once initialized by primordial_init(), contains a table of all primordial spectra as a function of wavenumber, mode, and pair of initial conditions.

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    Data Fields
    -double -k_pivot -

    pivot scale in $ Mpc^{-1} $

    -
    -enum primordial_spectrum_type -primordial_spec_type -

    type of primordial spectrum (simple analytic from, integration of inflationary perturbations, etc.)

    -
    -double -A_s -

    usual scalar amplitude = curvature power spectrum at pivot scale

    -
    -double -n_s -

    usual scalar tilt = [curvature power spectrum tilt at pivot scale -1]

    -
    -double -alpha_s -

    usual scalar running

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    -double -beta_s -

    running of running

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    -double -r -

    usual tensor to scalar ratio of power spectra, $ r=A_T/A_S=P_h/P_R $

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    -double -n_t -

    usual tensor tilt = [GW power spectrum tilt at pivot scale]

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    -double -alpha_t -

    usual tensor running

    -
    -double -f_bi -

    baryon isocurvature (BI) entropy-to-curvature ratio $ S_{bi}/R $

    -
    -double -n_bi -

    BI tilt

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    -double -alpha_bi -

    BI running

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    -double -f_cdi -

    CDM isocurvature (CDI) entropy-to-curvature ratio $ S_{cdi}/R $

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    -double -n_cdi -

    CDI tilt

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    -double -alpha_cdi -

    CDI running

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    -double -f_nid -

    neutrino density isocurvature (NID) entropy-to-curvature ratio $ S_{nid}/R $

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    -double -n_nid -

    NID tilt

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    -double -alpha_nid -

    NID running

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    -double -f_niv -

    neutrino velocity isocurvature (NIV) entropy-to-curvature ratio $ S_{niv}/R $

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    -double -n_niv -

    NIV tilt

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    -double -alpha_niv -

    NIV running

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    -double -c_ad_bi -

    ADxBI cross-correlation at pivot scale, from -1 to 1

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    -double -n_ad_bi -

    ADxBI cross-correlation tilt

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    -double -alpha_ad_bi -

    ADxBI cross-correlation running

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    -double -c_ad_cdi -

    ADxCDI cross-correlation at pivot scale, from -1 to 1

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    -double -n_ad_cdi -

    ADxCDI cross-correlation tilt

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    -double -alpha_ad_cdi -

    ADxCDI cross-correlation running

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    -double -c_ad_nid -

    ADxNID cross-correlation at pivot scale, from -1 to 1

    -
    -double -n_ad_nid -

    ADxNID cross-correlation tilt

    -
    -double -alpha_ad_nid -

    ADxNID cross-correlation running

    -
    -double -c_ad_niv -

    ADxNIV cross-correlation at pivot scale, from -1 to 1

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    -double -n_ad_niv -

    ADxNIV cross-correlation tilt

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    -double -alpha_ad_niv -

    ADxNIV cross-correlation running

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    -double -c_bi_cdi -

    BIxCDI cross-correlation at pivot scale, from -1 to 1

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    -double -n_bi_cdi -

    BIxCDI cross-correlation tilt

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    -double -alpha_bi_cdi -

    BIxCDI cross-correlation running

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    -double -c_bi_nid -

    BIxNIV cross-correlation at pivot scale, from -1 to 1

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    -double -n_bi_nid -

    BIxNIV cross-correlation tilt

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    -double -alpha_bi_nid -

    BIxNIV cross-correlation running

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    -double -c_bi_niv -

    BIxNIV cross-correlation at pivot scale, from -1 to 1

    -
    -double -n_bi_niv -

    BIxNIV cross-correlation tilt

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    -double -alpha_bi_niv -

    BIxNIV cross-correlation running

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    -double -c_cdi_nid -

    CDIxNID cross-correlation at pivot scale, from -1 to 1

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    -double -n_cdi_nid -

    CDIxNID cross-correlation tilt

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    -double -alpha_cdi_nid -

    CDIxNID cross-correlation running

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    -double -c_cdi_niv -

    CDIxNIV cross-correlation at pivot scale, from -1 to 1

    -
    -double -n_cdi_niv -

    CDIxNIV cross-correlation tilt

    -
    -double -alpha_cdi_niv -

    CDIxNIV cross-correlation running

    -
    -double -c_nid_niv -

    NIDxNIV cross-correlation at pivot scale, from -1 to 1

    -
    -double -n_nid_niv -

    NIDxNIV cross-correlation tilt

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    -double -alpha_nid_niv -

    NIDxNIV cross-correlation running

    -
    -enum potential_shape -potential -

    parameters describing the case primordial_spec_type = inflation_V

    -
    -double -V0 -

    one parameter of the function V(phi)

    -
    -double -V1 -

    one parameter of the function V(phi)

    -
    -double -V2 -

    one parameter of the function V(phi)

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    -double -V3 -

    one parameter of the function V(phi)

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    -double -V4 -

    one parameter of the function V(phi)

    -
    -double -H0 -

    one parameter of the function H(phi)

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    -double -H1 -

    one parameter of the function H(phi)

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    -double -H2 -

    one parameter of the function H(phi)

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    -double -H3 -

    one parameter of the function H(phi)

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    -double -H4 -

    one parameter of the function H(phi)

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    -double -phi_end -

    value of inflaton at the end of inflation

    -
    -enum phi_pivot_methods -phi_pivot_method -

    flag for method used to define and find the pivot scale

    -
    -double -phi_pivot_target -

    For each of the above methods, critical value to be reached between pivot and end of inflation (N_star, [aH]ratio, etc.)

    -
    -enum inflation_module_behavior -behavior -

    Specifies if the inflation module computes the primordial spectrum numerically (default) or analytically

    -
    -char * -command -

    'external_Pk' mode: command generating the table of Pk and custom parameters to be passed to it string with the command for calling 'external_Pk'

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    -double -custom1 -

    one parameter of the primordial computed in 'external_Pk'

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    -double -custom2 -

    one parameter of the primordial computed in 'external_Pk'

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    -double -custom3 -

    one parameter of the primordial computed in 'external_Pk'

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    -double -custom4 -

    one parameter of the primordial computed in 'external_Pk'

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    -double -custom5 -

    one parameter of the primordial computed in 'external_Pk'

    -
    -double -custom6 -

    one parameter of the primordial computed in 'external_Pk'

    -
    -double -custom7 -

    one parameter of the primordial computed in 'external_Pk'

    -
    -double -custom8 -

    one parameter of the primordial computed in 'external_Pk'

    -
    -double -custom9 -

    one parameter of the primordial computed in 'external_Pk'

    -
    -double -custom10 -

    one parameter of the primordial computed in 'external_Pk'

    -
    -int -md_size -

    number of modes included in computation

    -
    -int * -ic_size -

    for a given mode, ic_size[index_md] = number of initial conditions included in computation

    -
    -int * -ic_ic_size -

    number of ordered pairs of (index_ic1, index_ic2); this number is just N(N+1)/2 where N = ic_size[index_md]

    -
    -int -lnk_size -

    number of ln(k) values

    -
    -double * -lnk -

    list of ln(k) values lnk[index_k]

    -
    -double ** -lnpk -

    depends on indices index_md, index_ic1, index_ic2, index_k as: lnpk[index_md][index_k*ppm->ic_ic_size[index_md]+index_ic1_ic2] where index_ic1_ic2 labels ordered pairs (index_ic1, index_ic2) (since the primordial spectrum is symmetric in (index_ic1, index_ic2)).

      -
    • for diagonal elements (index_ic1 = index_ic2) this arrays contains ln[P(k)] where P(k) is positive by construction.
    • -
    • for non-diagonal elements this arrays contains the k-dependent cosine of the correlation angle, namely P(k )_(index_ic1, index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2] This choice is convenient since the sign of the non-diagonal cross-correlation is arbitrary. For fully correlated or anti-correlated initial conditions, this non -diagonal element is independent on k, and equal to +1 or -1.
    • -
    -
    -double ** -ddlnpk -

    second derivative of above array, for spline interpolation. So:

      -
    • for index_ic1 = index_ic, we spline ln[P(k)] vs. ln(k), which is good since this function is usually smooth.
    • -
    • for non-diagonal coefficients, we spline P(k)_(index_ic1, index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2] vs. ln(k), which is fine since this quantity is often assumed to be constant (e.g for fully correlated/anticorrelated initial conditions) or nearly constant, and with arbitrary sign.
    • -
    -
    -short ** -is_non_zero -

    is_non_zero[index_md][index_ic1_ic2] set to false if pair (index_ic1, index_ic2) is uncorrelated (ensures more precision and saves time with respect to the option of simply setting P(k)_(index_ic1, index_ic2) to zero)

    -
    -double ** -amplitude -

    all amplitudes in matrix form: amplitude[index_md][index_ic1_ic2]

    -
    -double ** -tilt -

    all tilts in matrix form: tilt[index_md][index_ic1_ic2]

    -
    -double ** -running -

    all runnings in matrix form: running[index_md][index_ic1_ic2]

    -
    -int -index_in_a -

    scale factor

    -
    -int -index_in_phi -

    inflaton vev

    -
    -int -index_in_dphi -

    its time derivative

    -
    -int -index_in_ksi_re -

    Mukhanov variable (real part)

    -
    -int -index_in_ksi_im -

    Mukhanov variable (imaginary part)

    -
    -int -index_in_dksi_re -

    Mukhanov variable (real part, time derivative)

    -
    -int -index_in_dksi_im -

    Mukhanov variable (imaginary part, time derivative)

    -
    -int -index_in_ah_re -

    tensor perturbation (real part)

    -
    -int -index_in_ah_im -

    tensor perturbation (imaginary part)

    -
    -int -index_in_dah_re -

    tensor perturbation (real part, time derivative)

    -
    -int -index_in_dah_im -

    tensor perturbation (imaginary part, time derivative)

    -
    -int -in_bg_size -

    size of vector of background quantities only

    -
    -int -in_size -

    full size of vector

    -
    -double -phi_pivot -

    in inflationary module, value of phi_pivot (set to 0 for inflation_V, inflation_H; found by code for inflation_V_end)

    -
    -double -phi_min -

    in inflationary module, value of phi when $ k_{min}=aH $

    -
    -double -phi_max -

    in inflationary module, value of phi when $ k_{max}=aH $

    -
    -double -phi_stop -

    in inflationary module, value of phi at the end of inflation

    -
    -short -primordial_verbose -

    flag regulating the amount of information sent to standard output (none if set to zero)

    -
    -ErrorMsg -error_message -

    zone for writing error messages

    -
    - -
    -
    -

    Enumeration Type Documentation

    - -

    ◆ primordial_spectrum_type

    - -
    -
    - - - - -
    enum primordial_spectrum_type
    -
    -

    enum defining how the primordial spectrum should be computed

    - -
    -
    - -

    ◆ linear_or_logarithmic

    - -
    -
    - - - - -
    enum linear_or_logarithmic
    -
    -

    enum defining whether the spectrum routine works with linear or logarithmic input/output

    - -
    -
    - -

    ◆ potential_shape

    - -
    -
    - - - - -
    enum potential_shape
    -
    -

    enum defining the type of inflation potential function V(phi)

    - -
    -
    - -

    ◆ target_quantity

    - -
    -
    - - - - -
    enum target_quantity
    -
    -

    enum defining which quantity plays the role of a target for evolving inflationary equations

    - -
    -
    - -

    ◆ integration_direction

    - -
    -
    - - - - -
    enum integration_direction
    -
    -

    enum specifying if we want to integrate equations forward or backward in time

    - -
    -
    - -

    ◆ time_definition

    - -
    -
    - - - - -
    enum time_definition
    -
    -

    enum specifying if we want to evolve quantities with conformal or proper time

    - -
    -
    - -

    ◆ phi_pivot_methods

    - -
    -
    - - - - -
    enum phi_pivot_methods
    -
    -

    enum specifying how, in the inflation_V_end case, the value of phi_pivot should calculated

    - -
    -
    - -

    ◆ inflation_module_behavior

    - -
    -
    - - - - -
    enum inflation_module_behavior
    -
    -

    enum specifying how the inflation module computes the primordial spectrum (default: numerical)

    - -
    -
    -
    -
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    -
    - - - - - - -
    -
    CLASS MANUAL -
    -
    -
    - - - - - - - -
    -
    - -
    -
    -
    - -
    - -
    -
    - - -
    - -
    - -
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    primordial.h
    -
    -
    -Go to the documentation of this file.
    1 
    3 #ifndef __PRIMORDIAL__
    4 #define __PRIMORDIAL__
    5 
    6 #include "perturbations.h"
    7 
    11  analytic_Pk,
    12  two_scales,
    13  inflation_V,
    14  inflation_H,
    15  inflation_V_end,
    16  external_Pk
    17 };
    18 
    22  linear,
    23  logarithmic
    24 };
    25 
    29  polynomial,
    30  natural,
    31  higgs_inflation
    32 };
    33 
    37  _aH_,
    38  _phi_,
    39  _end_inflation_,
    40  _a_
    41 };
    42 
    46  backward,
    47  forward
    48 };
    49 
    53  conformal,
    54  proper
    55 };
    56 
    60  N_star,
    61  ln_aH_ratio,
    62  ln_aH_ratio_auto
    63 };
    64 
    68  numerical,
    69  analytical
    70 };
    71 
    79 struct primordial {
    80 
    86 
    87  double k_pivot;
    91  /* - parameters describing the case primordial_spec_type = analytic_Pk : amplitudes, tilts, runnings, cross-correlations, ... */
    92 
    93  double A_s;
    94  double n_s;
    95  double alpha_s;
    96  double beta_s;
    98  double r;
    99  double n_t;
    100  double alpha_t;
    102  double f_bi;
    103  double n_bi;
    104  double alpha_bi;
    106  double f_cdi;
    107  double n_cdi;
    108  double alpha_cdi;
    110  double f_nid;
    111  double n_nid;
    112  double alpha_nid;
    114  double f_niv;
    115  double n_niv;
    116  double alpha_niv;
    118  double c_ad_bi;
    119  double n_ad_bi;
    120  double alpha_ad_bi;
    122  double c_ad_cdi;
    123  double n_ad_cdi;
    124  double alpha_ad_cdi;
    126  double c_ad_nid;
    127  double n_ad_nid;
    128  double alpha_ad_nid;
    130  double c_ad_niv;
    131  double n_ad_niv;
    132  double alpha_ad_niv;
    134  double c_bi_cdi;
    135  double n_bi_cdi;
    136  double alpha_bi_cdi;
    138  double c_bi_nid;
    139  double n_bi_nid;
    140  double alpha_bi_nid;
    142  double c_bi_niv;
    143  double n_bi_niv;
    144  double alpha_bi_niv;
    146  double c_cdi_nid;
    147  double n_cdi_nid;
    148  double alpha_cdi_nid;
    150  double c_cdi_niv;
    151  double n_cdi_niv;
    152  double alpha_cdi_niv;
    154  double c_nid_niv;
    155  double n_nid_niv;
    156  double alpha_nid_niv;
    161 
    162  double V0;
    163  double V1;
    164  double V2;
    165  double V3;
    166  double V4;
    168  /* parameters describing the case primordial_spec_type = inflation_H */
    169 
    170  double H0;
    171  double H1;
    172  double H2;
    173  double H3;
    174  double H4;
    176  /* parameters describing inflation_V_end */
    177 
    178  double phi_end;
    182  /* behavior of the inflation module */
    187  char* command;
    188  double custom1;
    189  double custom2;
    190  double custom3;
    191  double custom4;
    192  double custom5;
    193  double custom6;
    194  double custom7;
    195  double custom8;
    196  double custom9;
    197  double custom10;
    200 
    204 
    205  int md_size;
    207  int * ic_size;
    209  int * ic_ic_size;
    211  int lnk_size;
    213  double * lnk;
    215  double ** lnpk;
    229  double ** ddlnpk;
    239  short ** is_non_zero;
    245 
    247 
    250  double ** amplitude;
    251  double ** tilt;
    252  double ** running;
    255 
    257 
    273  int in_size;
    276 
    280 
    281  double phi_pivot;
    285  double phi_min;
    286  double phi_max;
    287  double phi_stop;
    290 
    294 
    298 
    299  ErrorMsg error_message;
    301 };
    302 
    303 struct primordial_inflation_parameters_and_workspace {
    304 
    305  struct primordial * ppm;
    306  double N;
    307  double a2;
    308 
    309  double V;
    310  double dV;
    311  double ddV;
    312  double aH;
    313 
    314  double H;
    315  double dH;
    316  double ddH;
    317  double dddH;
    318 
    319  double zpp_over_z;
    320  double app_over_a;
    321 
    322  double k;
    323 
    324  enum integration_direction integrate;
    325  enum time_definition time;
    326 
    327 };
    328 
    329 
    330 /*************************************************************************************************************/
    331 /* @cond INCLUDE_WITH_DOXYGEN */
    332 /*
    333  * Boilerplate for C++
    334  */
    335 #ifdef __cplusplus
    336 extern "C" {
    337 #endif
    338 
    340  struct primordial * ppm,
    341  int index_md,
    342  enum linear_or_logarithmic mode,
    343  double k,
    344  double * pk
    345  );
    346 
    347  int primordial_init(
    348  struct precision * ppr,
    349  struct perturbs * ppt,
    350  struct primordial * ppm
    351  );
    352 
    353  int primordial_free(
    354  struct primordial * ppm
    355  );
    356 
    357  int primordial_indices(
    358  struct perturbs * ppt,
    359  struct primordial * ppm
    360  );
    361 
    363  struct primordial * ppm,
    364  double kmin,
    365  double kmax,
    366  double k_per_decade
    367  );
    368 
    370  struct perturbs * ppt,
    371  struct primordial * ppm
    372  );
    373 
    375  struct primordial * ppm,
    376  int index_md,
    377  int index_ic1_ic2,
    378  double k,
    379  double * pk
    380  );
    381 
    383  struct primordial * ppm,
    384  double phi,
    385  double * V,
    386  double * dV,
    387  double * ddV
    388  );
    389 
    391  struct primordial * ppm,
    392  double phi,
    393  double * H,
    394  double * dH,
    395  double * ddH,
    396  double * dddH
    397  );
    398 
    400  struct primordial * ppm
    401  );
    402 
    404  struct perturbs * ppt,
    405  struct primordial * ppm,
    406  struct precision * ppr
    407  );
    408 
    410  struct perturbs * ppt,
    411  struct primordial * ppm,
    412  struct precision * ppr,
    413  double * y_ini
    414  );
    415 
    417  struct perturbs * ppt,
    418  struct primordial * ppm,
    419  struct precision * ppr,
    420  double * y_ini
    421  );
    422 
    424  struct perturbs * ppt,
    425  struct primordial * ppm,
    426  struct precision * ppr,
    427  double * y_ini,
    428  int index_k
    429  );
    430 
    432  struct primordial * ppm,
    433  struct precision * ppr,
    434  double k,
    435  double * y,
    436  double * dy,
    437  double * curvature,
    438  double * tensor
    439  );
    440 
    442  struct primordial * ppm,
    443  struct precision * ppr,
    444  double phi_0,
    445  double precision,
    446  double * y,
    447  double * dy,
    448  double * H_0,
    449  double * dphidt_0
    450  );
    451 
    453  struct primordial * ppm,
    454  struct precision * ppr,
    455  double * y,
    456  double * dy,
    457  enum target_quantity target,
    458  double stop,
    459  short check_epsilon,
    460  enum integration_direction direction,
    461  enum time_definition time
    462  );
    463 
    465  struct primordial * ppm,
    466  double phi,
    467  double * V,
    468  double * dV,
    469  double * ddV
    470  );
    471 
    473  struct primordial * ppm,
    474  double phi,
    475  double *H,
    476  double * dH,
    477  double * ddH,
    478  double * dddH
    479  );
    480 
    482  struct primordial * ppm,
    483  double phi,
    484  double * epsilon
    485  );
    486 
    488  struct primordial * ppm,
    489  struct precision * ppr,
    490  double * y,
    491  double * dy
    492  );
    493 
    495  double tau,
    496  double * y,
    497  double * dy,
    498  void * parameters_and_workspace,
    499  ErrorMsg error_message
    500  );
    501 
    503  struct perturbs * ppt,
    504  struct primordial * ppm
    505  );
    506 
    507  int primordial_output_titles(struct perturbs * ppt,
    508  struct primordial * ppm,
    509  char titles[_MAXTITLESTRINGLENGTH_]
    510  );
    511 
    512  int primordial_output_data(struct perturbs * ppt,
    513  struct primordial * ppm,
    514  int number_of_titles,
    515  double *data);
    516 #ifdef __cplusplus
    517 }
    518 #endif
    519 
    520 /**************************************************************/
    521 
    527 
    528 #define _K_PER_DECADE_PRIMORDIAL_MIN_ 1.
    529 
    531 
    532 #endif
    533 /* @endcond */
    double phi_end
    Definition: primordial.h:178
    -
    int primordial_inflation_indices(struct primordial *ppm)
    Definition: primordial.c:1072
    -
    double alpha_bi
    Definition: primordial.h:104
    -
    int * ic_size
    Definition: primordial.h:207
    -
    double H1
    Definition: primordial.h:171
    -
    int index_in_dah_im
    Definition: primordial.h:271
    -
    double c_cdi_nid
    Definition: primordial.h:146
    -
    double n_bi_nid
    Definition: primordial.h:139
    -
    int lnk_size
    Definition: primordial.h:211
    -
    int primordial_external_spectrum_init(struct perturbs *ppt, struct primordial *ppm)
    Definition: primordial.c:3266
    -
    double alpha_ad_bi
    Definition: primordial.h:120
    -
    double c_bi_niv
    Definition: primordial.h:142
    -
    double c_bi_cdi
    Definition: primordial.h:134
    -
    double c_ad_cdi
    Definition: primordial.h:122
    -
    int primordial_spectrum_at_k(struct primordial *ppm, int index_md, enum linear_or_logarithmic mode, double input, double *output)
    Definition: primordial.c:52
    -
    int primordial_free(struct primordial *ppm)
    Definition: primordial.c:551
    -
    double H4
    Definition: primordial.h:174
    -
    inflation_module_behavior
    Definition: primordial.h:67
    -
    enum inflation_module_behavior behavior
    Definition: primordial.h:183
    -
    Definition: perturbations.h:95
    -
    time_definition
    Definition: primordial.h:52
    -
    double H0
    Definition: primordial.h:170
    -
    enum potential_shape potential
    Definition: primordial.h:160
    -
    int primordial_inflation_one_wavenumber(struct perturbs *ppt, struct primordial *ppm, struct precision *ppr, double *y_ini, int index_k)
    Definition: primordial.c:1685
    -
    double ** ddlnpk
    Definition: primordial.h:229
    -
    double alpha_t
    Definition: primordial.h:100
    -
    enum primordial_spectrum_type primordial_spec_type
    Definition: primordial.h:89
    -
    int primordial_get_lnk_list(struct primordial *ppm, double kmin, double kmax, double k_per_decade)
    Definition: primordial.c:655
    -
    double V1
    Definition: primordial.h:163
    -
    double custom5
    Definition: primordial.h:192
    -
    double A_s
    Definition: primordial.h:93
    -
    double n_nid_niv
    Definition: primordial.h:155
    -
    double ** tilt
    Definition: primordial.h:251
    -
    double f_niv
    Definition: primordial.h:114
    -
    double custom4
    Definition: primordial.h:191
    -
    int index_in_ah_re
    Definition: primordial.h:268
    -
    int index_in_ksi_re
    Definition: primordial.h:264
    -
    int primordial_inflation_check_potential(struct primordial *ppm, double phi, double *V, double *dV, double *ddV)
    Definition: primordial.c:2401
    -
    double alpha_s
    Definition: primordial.h:95
    -
    double n_ad_bi
    Definition: primordial.h:119
    -
    double alpha_niv
    Definition: primordial.h:116
    -
    integration_direction
    Definition: primordial.h:45
    -
    double n_t
    Definition: primordial.h:99
    -
    double alpha_ad_cdi
    Definition: primordial.h:124
    -
    int primordial_inflation_analytic_spectra(struct perturbs *ppt, struct primordial *ppm, struct precision *ppr, double *y_ini)
    Definition: primordial.c:1512
    -
    double V2
    Definition: primordial.h:164
    -
    double phi_stop
    Definition: primordial.h:287
    -
    double c_bi_nid
    Definition: primordial.h:138
    -
    int index_in_ksi_im
    Definition: primordial.h:265
    -
    int primordial_inflation_evolve_background(struct primordial *ppm, struct precision *ppr, double *y, double *dy, enum target_quantity target, double stop, short check_epsilon, enum integration_direction direction, enum time_definition time)
    Definition: primordial.c:2074
    -
    double phi_max
    Definition: primordial.h:286
    -
    target_quantity
    Definition: primordial.h:36
    -
    double ** amplitude
    Definition: primordial.h:250
    -
    int primordial_inflation_potential(struct primordial *ppm, double phi, double *V, double *dV, double *ddV)
    Definition: primordial.c:963
    -
    ErrorMsg error_message
    Definition: primordial.h:299
    -
    double n_cdi_nid
    Definition: primordial.h:147
    -
    int primordial_inflation_hubble(struct primordial *ppm, double phi, double *H, double *dH, double *ddH, double *dddH)
    Definition: primordial.c:1048
    -
    double c_ad_niv
    Definition: primordial.h:130
    -
    double n_bi
    Definition: primordial.h:103
    -
    double custom7
    Definition: primordial.h:194
    -
    enum phi_pivot_methods phi_pivot_method
    Definition: primordial.h:179
    -
    double f_nid
    Definition: primordial.h:110
    -
    double custom6
    Definition: primordial.h:193
    -
    double custom3
    Definition: primordial.h:190
    -
    double ** running
    Definition: primordial.h:252
    -
    double n_ad_niv
    Definition: primordial.h:131
    -
    double alpha_nid
    Definition: primordial.h:112
    -
    double phi_pivot
    Definition: primordial.h:281
    -
    int primordial_inflation_find_phi_pivot(struct primordial *ppm, struct precision *ppr, double *y, double *dy)
    Definition: primordial.c:2534
    -
    double n_ad_cdi
    Definition: primordial.h:123
    -
    double V3
    Definition: primordial.h:165
    -
    double H2
    Definition: primordial.h:172
    -
    potential_shape
    Definition: primordial.h:28
    -
    double * lnk
    Definition: primordial.h:213
    -
    double c_cdi_niv
    Definition: primordial.h:150
    -
    int primordial_inflation_one_k(struct primordial *ppm, struct precision *ppr, double k, double *y, double *dy, double *curvature, double *tensor)
    Definition: primordial.c:1774
    -
    double alpha_bi_nid
    Definition: primordial.h:140
    -
    double custom9
    Definition: primordial.h:196
    -
    double V4
    Definition: primordial.h:166
    -
    double n_s
    Definition: primordial.h:94
    -
    double H3
    Definition: primordial.h:173
    -
    double n_cdi_niv
    Definition: primordial.h:151
    -
    double alpha_ad_niv
    Definition: primordial.h:132
    -
    double n_ad_nid
    Definition: primordial.h:127
    -
    double alpha_ad_nid
    Definition: primordial.h:128
    -
    int primordial_analytic_spectrum_init(struct perturbs *ppt, struct primordial *ppm)
    Definition: primordial.c:690
    -
    int primordial_indices(struct perturbs *ppt, struct primordial *ppm)
    Definition: primordial.c:600
    -
    double c_nid_niv
    Definition: primordial.h:154
    -
    double k_pivot
    Definition: primordial.h:87
    -
    primordial_spectrum_type
    Definition: primordial.h:10
    -
    int index_in_dksi_im
    Definition: primordial.h:267
    -
    double custom8
    Definition: primordial.h:195
    -
    int primordial_inflation_derivs(double tau, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
    Definition: primordial.c:3060
    -
    double n_nid
    Definition: primordial.h:111
    -
    int index_in_dksi_re
    Definition: primordial.h:266
    -
    double custom1
    Definition: primordial.h:188
    -
    int primordial_inflation_spectra(struct perturbs *ppt, struct primordial *ppm, struct precision *ppr, double *y_ini)
    Definition: primordial.c:1588
    -
    int primordial_inflation_check_hubble(struct primordial *ppm, double phi, double *H, double *dH, double *ddH, double *dddH)
    Definition: primordial.c:2443
    -
    int primordial_inflation_get_epsilon(struct primordial *ppm, double phi, double *epsilon)
    Definition: primordial.c:2481
    -
    double f_bi
    Definition: primordial.h:102
    -
    double n_niv
    Definition: primordial.h:115
    -
    int primordial_analytic_spectrum(struct primordial *ppm, int index_md, int index_ic1_ic2, double k, double *pk)
    Definition: primordial.c:930
    -
    double c_ad_nid
    Definition: primordial.h:126
    -
    short primordial_verbose
    Definition: primordial.h:295
    -
    double c_ad_bi
    Definition: primordial.h:118
    -
    double ** lnpk
    Definition: primordial.h:215
    -
    double r
    Definition: primordial.h:98
    -
    double phi_pivot_target
    Definition: primordial.h:180
    -
    int index_in_a
    Definition: primordial.h:261
    -
    short ** is_non_zero
    Definition: primordial.h:239
    -
    double alpha_nid_niv
    Definition: primordial.h:156
    -
    double alpha_cdi
    Definition: primordial.h:108
    -
    phi_pivot_methods
    Definition: primordial.h:59
    -
    double custom10
    Definition: primordial.h:197
    -
    linear_or_logarithmic
    Definition: primordial.h:21
    -
    double V0
    Definition: primordial.h:162
    -
    double f_cdi
    Definition: primordial.h:106
    - -
    double alpha_cdi_niv
    Definition: primordial.h:152
    -
    int index_in_dah_re
    Definition: primordial.h:270
    -
    Definition: common.h:345
    -
    Definition: primordial.h:79
    -
    int primordial_init(struct precision *ppr, struct perturbs *ppt, struct primordial *ppm)
    Definition: primordial.c:186
    -
    double custom2
    Definition: primordial.h:189
    -
    int index_in_dphi
    Definition: primordial.h:263
    -
    int primordial_inflation_find_attractor(struct primordial *ppm, struct precision *ppr, double phi_0, double precision, double *y, double *dy, double *H_0, double *dphidt_0)
    Definition: primordial.c:1937
    -
    int md_size
    Definition: primordial.h:205
    -
    double phi_min
    Definition: primordial.h:285
    -
    int in_bg_size
    Definition: primordial.h:272
    -
    double alpha_cdi_nid
    Definition: primordial.h:148
    -
    int primordial_inflation_solve_inflation(struct perturbs *ppt, struct primordial *ppm, struct precision *ppr)
    Definition: primordial.c:1129
    -
    int * ic_ic_size
    Definition: primordial.h:209
    -
    double alpha_bi_niv
    Definition: primordial.h:144
    -
    double n_bi_cdi
    Definition: primordial.h:135
    -
    double alpha_bi_cdi
    Definition: primordial.h:136
    -
    double n_cdi
    Definition: primordial.h:107
    -
    double n_bi_niv
    Definition: primordial.h:143
    -
    char * command
    Definition: primordial.h:187
    -
    int in_size
    Definition: primordial.h:273
    -
    int index_in_phi
    Definition: primordial.h:262
    -
    int index_in_ah_im
    Definition: primordial.h:269
    -
    double beta_s
    Definition: primordial.h:96
    -
    -
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    -
    - - - - - - -
    -
    CLASS MANUAL -
    -
    -
    - - - - - - - -
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    - -
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    quadrature.h
    -
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    -
    1 #ifndef __QSS__
    2 #define __QSS__
    3 
    4 #define _MIN_NUMBER_OF_LAGUERRE_POINTS_ 5
    5 
    6 /******************************************/
    7 /* Quadrature Sampling Strategy for CLASS */
    8 /* 10/12 2010 */
    9 /* Thomas Tram */
    10 /******************************************/
    11 #include "common.h"
    12 
    13 enum ncdm_quadrature_method {qm_auto, qm_Laguerre, qm_trapz_indefinite, qm_trapz};
    14 
    15 /* Structures for QSS */
    16 
    17 typedef struct adaptive_integration_tree_node{
    18  /* binary tree node: */
    19  double I; /* Estimate of integral */
    20  double err; /* Estimated error */
    21  double *x; /* Pointer to the abscissas of node */
    22  double *w; /* Pointer to the corresponding weights */
    23  int leaf_childs;/* Number of leafs under current node. 1 means that the node is a leaf. */
    24  /* Pointer to children: */
    25  struct adaptive_integration_tree_node *left, *right; /* Pointer to left child. */
    26 } qss_node;
    27 
    31 #ifdef __cplusplus
    32  extern "C" {
    33 #endif
    34  int get_qsampling(double *x,
    35  double *w,
    36  int *N,
    37  int N_max, double rtol,
    38  double *qvec,
    39  int qsiz,
    40  int (*test)(void * params_for_function, double q, double *psi),
    41  int (*function)(void * params_for_function, double q, double *f0),
    42  void * params_for_function,
    43  ErrorMsg errmsg);
    44  int get_qsampling_manual(double *x,
    45  double *w,
    46  int N,
    47  double qmax,
    48  enum ncdm_quadrature_method method,
    49  double *qvec,
    50  int qsiz,
    51  int (*function)(void * params_for_function, double q, double *f0),
    52  void * params_for_function,
    53  ErrorMsg errmsg);
    54 
    55  int sort_x_and_w(double *x, double *w, double *workx, double *workw, int startidx, int endidx);
    56  int get_leaf_x_and_w(qss_node *node, int *ind, double *x, double *w,int isindefinite);
    57  int reduce_tree(qss_node *node, int level);
    58  int burn_tree(qss_node *node);
    59  int leaf_count(qss_node *node);
    60  double get_integral(qss_node *node, int level);
    61  int gk_adapt(
    62  qss_node **node,
    63  int (*test)(void * params_for_function, double q, double *psi),
    64  int (*function)(void * params_for_function, double q, double *f0),
    65  void * params_for_function,
    66  double tol,
    67  int treemode,
    68  double a,
    69  double b,
    70  int isindefinite,
    71  ErrorMsg errmsg);
    72  int compute_Hermite(double *x, double *w, int N, int alpha, double *b, double *c);
    73  int compute_Laguerre(double *x, double *w, int N, double alpha, double *b, double *c, int totalweight);
    74  int gk_quad(int (*test)(void * params_for_function, double q, double *psi),
    75  int (*function)(void * params_for_function, double q, double *f0),
    76  void * params_for_function,
    77  qss_node* node,
    78  double a,
    79  double b,
    80  int isindefinite);
    81  double testfun(double x);
    82 
    83  int quadrature_gauss_legendre(
    84  double *mu,
    85  double *w8,
    86  int n,
    87  double tol,
    88  ErrorMsg error_message);
    89 
    90  int quadrature_gauss_legendre_2D(
    91  int n,
    92  double * x,
    93  double * y,
    94  double * w,
    95  ErrorMsg error_message);
    96 
    97  int quadrature_in_rectangle(
    98  double xl,
    99  double xr,
    100  double yl,
    101  double yr,
    102  int *n,
    103  double ** x,
    104  double ** y,
    105  double ** w,
    106  ErrorMsg error_message);
    107 
    108  int cubature_order_eleven(
    109  double xl,
    110  double xr,
    111  double yl,
    112  double yr,
    113  double *x,
    114  double *y,
    115  double *w,
    116  ErrorMsg error_message);
    117 
    118 
    119 #ifdef __cplusplus
    120  }
    121 #endif
    122 
    123 
    124 #endif
    -
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- position:absolute; - width:20px; - height:19px; -} - -.left #MSearchSelect { - left:4px; -} - -.right #MSearchSelect { - right:5px; -} - -#MSearchField { - display:block; - position:absolute; - height:19px; - background:url('search_m.png') repeat-x; - border:none; - width:115px; - margin-left:20px; - padding-left:4px; - color: #909090; - outline: none; - font: 9pt Arial, Verdana, sans-serif; - -webkit-border-radius: 0px; -} - -#FSearchBox #MSearchField { - margin-left:15px; -} - -#MSearchBox .right { - display:block; - position:absolute; - right:10px; - top:8px; - width:20px; - height:19px; - background:url('search_r.png') no-repeat; - background-position:left; -} - -#MSearchClose { - display: none; - position: absolute; - top: 4px; - background : none; - border: none; - margin: 0px 4px 0px 0px; - padding: 0px 0px; - outline: none; -} - -.left #MSearchClose { - left: 6px; -} - -.right #MSearchClose { - right: 2px; -} - -.MSearchBoxActive #MSearchField { - color: #000000; -} - -/*---------------- Search filter selection */ - -#MSearchSelectWindow { - display: none; 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- text-decoration: none; - cursor: pointer; - display: block; -} - -/*---------------- Search results window */ - -iframe#MSearchResults { - width: 60ex; - height: 15em; -} - -#MSearchResultsWindow { - display: none; - position: absolute; - left: 0; top: 0; - border: 1px solid #000; - background-color: #E8EFFD; - z-index:10000; -} - -/* ----------------------------------- */ - - -#SRIndex { - clear:both; - padding-bottom: 15px; -} - -.SREntry { - font-size: 10pt; - padding-left: 1ex; -} - -.SRPage .SREntry { - font-size: 8pt; - padding: 1px 5px; -} - -body.SRPage { - margin: 5px 2px; -} - -.SRChildren { - padding-left: 3ex; padding-bottom: .5em -} - -.SRPage .SRChildren { - display: none; -} - -.SRSymbol { - font-weight: bold; - color: #0E4DCA; - font-family: Arial, Verdana, sans-serif; - text-decoration: none; - outline: none; -} - -a.SRScope { - display: block; - color: #0E4DCA; - font-family: Arial, Verdana, sans-serif; - text-decoration: none; - outline: none; -} - -a.SRSymbol:focus, a.SRSymbol:active, -a.SRScope:focus, a.SRScope:active { - text-decoration: underline; 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- } - } - - this.OnSearchSelectKey = function(evt) - { - var e = (evt) ? evt : window.event; // for IE - if (e.keyCode==40 && this.searchIndex0) // Up - { - this.searchIndex--; - this.OnSelectItem(this.searchIndex); - } - else if (e.keyCode==13 || e.keyCode==27) - { - this.OnSelectItem(this.searchIndex); - this.CloseSelectionWindow(); - this.DOMSearchField().focus(); - } - return false; - } - - // --------- Actions - - // Closes the results window. - this.CloseResultsWindow = function() - { - this.DOMPopupSearchResultsWindow().style.display = 'none'; - this.DOMSearchClose().style.display = 'none'; - this.Activate(false); - } - - this.CloseSelectionWindow = function() - { - this.DOMSearchSelectWindow().style.display = 'none'; - } - - // Performs a search. - this.Search = function() - { - this.keyTimeout = 0; - - // strip leading whitespace - var searchValue = this.DOMSearchField().value.replace(/^ +/, ""); - - var code = searchValue.toLowerCase().charCodeAt(0); - var idxChar = searchValue.substr(0, 1).toLowerCase(); 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evt : window.event; // for IE - if (e.keyCode==13) return true; - if (!this.ProcessKeys(e)) return false; - - if (this.lastKey==38) // Up - { - var newIndex = itemIndex-1; - var focusItem = this.NavPrev(newIndex); - if (focusItem) - { - var child = this.FindChildElement(focusItem.parentNode.parentNode.id); - if (child && child.style.display == 'block') // children visible - { - var n=0; - var tmpElem; - while (1) // search for last child - { - tmpElem = document.getElementById('Item'+newIndex+'_c'+n); - if (tmpElem) - { - focusItem = tmpElem; - } - else // found it! - { - break; - } - n++; - } - } - } - if (focusItem) - { - focusItem.focus(); - } - else // return focus to search field - { - parent.document.getElementById("MSearchField").focus(); - } - } - else if (this.lastKey==40) // Down - { - var newIndex = itemIndex+1; - var focusItem; - var item = document.getElementById('Item'+itemIndex); - var elem = this.FindChildElement(item.parentNode.parentNode.id); - if (elem && elem.style.display == 'block') // children visible - { - focusItem = document.getElementById('Item'+itemIndex+'_c0'); - } - if (!focusItem) focusItem = this.NavNext(newIndex); - if (focusItem) focusItem.focus(); - } - else if (this.lastKey==39) // Right - { - var item = document.getElementById('Item'+itemIndex); - var elem = this.FindChildElement(item.parentNode.parentNode.id); - if (elem) elem.style.display = 'block'; - } - else if (this.lastKey==37) // Left - { - var item = document.getElementById('Item'+itemIndex); - var elem = this.FindChildElement(item.parentNode.parentNode.id); - if (elem) elem.style.display = 'none'; - } - else if (this.lastKey==27) // Escape - { - parent.searchBox.CloseResultsWindow(); - parent.document.getElementById("MSearchField").focus(); - } - else if (this.lastKey==13) // Enter - { - return true; - } - return false; - } - - this.NavChild = function(evt,itemIndex,childIndex) - { - var e = (evt) ? evt : window.event; // for IE - if (e.keyCode==13) return true; - if (!this.ProcessKeys(e)) return false; - - if (this.lastKey==38) // Up - { - if (childIndex>0) - { - var newIndex = childIndex-1; - document.getElementById('Item'+itemIndex+'_c'+newIndex).focus(); - } - else // already at first child, jump to parent - { - document.getElementById('Item'+itemIndex).focus(); - } - } - else if (this.lastKey==40) // Down - { - var newIndex = childIndex+1; - var elem = document.getElementById('Item'+itemIndex+'_c'+newIndex); - if (!elem) // last child, jump to parent next parent - { - elem = this.NavNext(itemIndex+1); - } - if (elem) - { - elem.focus(); - } - } - else if (this.lastKey==27) // Escape - { - parent.searchBox.CloseResultsWindow(); - parent.document.getElementById("MSearchField").focus(); - } - else if (this.lastKey==13) // Enter - { - return true; - } - return false; - } -} - -function setKeyActions(elem,action) -{ - elem.setAttribute('onkeydown',action); - elem.setAttribute('onkeypress',action); - elem.setAttribute('onkeyup',action); -} - -function setClassAttr(elem,attr) -{ - elem.setAttribute('class',attr); - elem.setAttribute('className',attr); -} - -function createResults() -{ - var results = document.getElementById("SRResults"); - for (var e=0; e - - - - - - - - -
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    sparse.h
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    1 #ifndef __SPA__
    2 #define __SPA__
    3 /****************************************/
    4 /* Sparse Matrix algorithms for CLASS */
    5 /* 15/11 2010 */
    6 /* Thomas Tram */
    7 /****************************************/
    8 #include "common.h"
    9 
    10 /* Structures: */
    11 typedef struct sparse_matrix{
    12  /* Sparse matrix in compressed column form: */
    13  int ncols; /* Number of columns */
    14  int nrows; /* Number of rows */
    15  int maxnz; /* Maximum number of non-zero entries*/
    16  int *Ap; /* Ap[0..ncols]. Ap[k+1]-Ap[k] is the number of entries in the k'th column. */
    17  int *Ai; /* Ai[0..(maxnz-1)]. Contains the row indices of the entries. */
    18  double *Ax; /* Ax[0..(maxnz-1)]. Contains the values of the entries. */
    19 } sp_mat;
    20 
    21 typedef struct sparse_numerical{
    22  /* Sparse LU decomposition along with enough information to do a fast refactorization: */
    23  int n; /*Matrix assumed square, [nxn] */
    24  sp_mat *L; /*L and U is the factors of the decomposed matrix.*/
    25  sp_mat *U;
    26  int **xi; /*xi[k] points to a row of xi, which holds the topological ordered indices.*/
    27  int *topvec; /*topvec[k] holds the first index in xi[k].*/
    28  int *pinv; /*Inverse row permutation. */
    29  int *p; /*Row permutation. */
    30  int *q; /* Column permutation */
    31  int *wamd; /* Work array for sp_amd */
    32  double *w; /* Work array for sp_lu */
    33 } sp_num;
    34 
    35 
    39 #ifdef __cplusplus
    40 extern "C" {
    41 #endif
    42 /* Routines and macros: */
    43 int sp_mat_alloc(sp_mat** A, int ncols, int nrows, int maxnz, ErrorMsg error_message);
    44 int sp_mat_free(sp_mat *A);
    45 int sp_num_alloc(sp_num** N, int n,ErrorMsg error_message);
    46 int sp_num_free(sp_num *N);
    47 int reachr(sp_mat *G, sp_mat *B,int k, int *xik,int *pinv);
    48 void dfsr(int j, sp_mat *G, int *top, int *xik, int *pinv);
    49 int sp_splsolve(sp_mat *G, sp_mat *B, int k, int*xik, int top, double *x, int *pinv);
    50 int sp_ludcmp(sp_num *N, sp_mat *A, double pivtol);
    51 int sp_lusolve(sp_num *N, double *b, double *x);
    52 int sp_refactor(sp_num *N, sp_mat *A);
    53 int column_grouping(sp_mat *G, int *col_g, int *col_wi);
    54 int sp_amd(int *Cp, int *Ci, int n, int cnzmax, int *P, int *W);
    55 int sp_wclear(int mark, int lemax, int *w, int n);
    56 int sp_tdfs(int j, int k, int *head, const int *next, int *post, int *stack);
    57 
    58 
    59 #define SPFLIP(i) (-(i)-2)
    60 #define SPUNFLIP(i) (((i)<0) ? SPFLIP(i) : (i))
    61 #define SPMARKED(w,j) (w[j] < 0)
    62 #define SPMARK(w,j) {w[j] = SPFLIP(w[j]);}
    63 
    64 #ifdef __cplusplus
    65 }
    66 #endif
    67 
    68 
    69 #endif
    -
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    - - - - diff --git a/doc/manual/html/spectra_8c.html b/doc/manual/html/spectra_8c.html deleted file mode 100644 index d6a011d5..00000000 --- a/doc/manual/html/spectra_8c.html +++ /dev/null @@ -1,1482 +0,0 @@ - - - - - - - -CLASS MANUAL: spectra.c File Reference - - - - - - - - - - - - - - -
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    spectra.c File Reference
    -
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    #include "spectra.h"
    -
    - + Include dependency graph for spectra.c:
    -
    -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

    -Functions

    int spectra_cl_at_l (struct spectra *psp, double l, double *cl_tot, double **cl_md, double **cl_md_ic)
     
    int spectra_pk_at_z (struct background *pba, struct spectra *psp, enum linear_or_logarithmic mode, double z, double *output_tot, double *output_ic, double *output_cb_tot, double *output_cb_ic)
     
    int spectra_pk_at_k_and_z (struct background *pba, struct primordial *ppm, struct spectra *psp, double k, double z, double *pk_tot, double *pk_ic, double *pk_cb_tot, double *pk_cb_ic)
     
    int spectra_pk_nl_at_z (struct background *pba, struct spectra *psp, enum linear_or_logarithmic mode, double z, double *output_tot, double *output_cb_tot)
     
    int spectra_pk_nl_at_k_and_z (struct background *pba, struct primordial *ppm, struct spectra *psp, double k, double z, double *pk_tot, double *pk_cb_tot)
     
    int spectra_tk_at_z (struct background *pba, struct spectra *psp, double z, double *output)
     
    int spectra_tk_at_k_and_z (struct background *pba, struct spectra *psp, double k, double z, double *output)
     
    int spectra_init (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, struct transfers *ptr, struct spectra *psp)
     
    int spectra_free (struct spectra *psp)
     
    int spectra_indices (struct background *pba, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp)
     
    int spectra_cls (struct background *pba, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp)
     
    int spectra_compute_cl (struct background *pba, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, int index_md, int index_ic1, int index_ic2, int index_l, int cl_integrand_num_columns, double *cl_integrand, double *primordial_pk, double *transfer_ic1, double *transfer_ic2)
     
    int spectra_k_and_tau (struct background *pba, struct perturbs *ppt, struct nonlinear *pnl, struct spectra *psp)
     
    int spectra_pk (struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, struct spectra *psp)
     
    int spectra_sigma (struct background *pba, struct primordial *ppm, struct spectra *psp, double R, double z, double *sigma)
     
    int spectra_matter_transfers (struct background *pba, struct perturbs *ppt, struct spectra *psp)
     
    int spectra_output_tk_data (struct background *pba, struct perturbs *ppt, struct spectra *psp, enum file_format output_format, double z, int number_of_titles, double *data)
     
    int spectra_fast_pk_at_kvec_and_zvec (struct background *pba, struct spectra *psp, double *kvec, int kvec_size, double *zvec, int zvec_size, double *pk_tot_out, double *pk_cb_tot_out, int nonlinear)
     
    -

    Detailed Description

    -

    Documented spectra module

    -

    Julien Lesgourgues, 25.08.2010

    -

    This module computes the anisotropy and Fourier power spectra $ C_l^{X}, P(k), ... $'s given the transfer and Bessel functions (for anisotropy spectra), the source functions (for Fourier spectra) and the primordial spectra.

    -

    The following functions can be called from other modules:

    -
      -
    1. spectra_init() at the beginning (but after transfer_init())
    2. -
    3. spectra_cl_at_l() at any time for computing $ C_l $ at any l
    4. -
    5. spectra_spectrum_at_z() at any time for computing P(k) at any z
    6. -
    7. spectra_spectrum_at_k_and z() at any time for computing P at any k and z
    8. -
    9. spectra_free() at the end
    10. -
    -

    Function Documentation

    - -

    ◆ spectra_cl_at_l()

    - -
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    int spectra_cl_at_l (struct spectrapsp,
    double l,
    double * cl_tot,
    double ** cl_md,
    double ** cl_md_ic 
    )
    -
    -

    Anisotropy power spectra $ C_l$'s for all types, modes and initial conditions.

    -

    This routine evaluates all the $C_l$'s at a given value of l by interpolating in the pre-computed table. When relevant, it also sums over all initial conditions for each mode, and over all modes.

    -

    This function can be called from whatever module at whatever time, provided that spectra_init() has been called before, and spectra_free() has not been called yet.

    -
    Parameters
    - - - - - - -
    pspInput: pointer to spectra structure (containing pre-computed table)
    lInput: multipole number
    cl_totOutput: total $C_l$'s for all types (TT, TE, EE, etc..)
    cl_mdOutput: $C_l$'s for all types (TT, TE, EE, etc..) decomposed mode by mode (scalar, tensor, ...) when relevant
    cl_md_icOutput: $C_l$'s for all types (TT, TE, EE, etc..) decomposed by pairs of initial conditions (adiabatic, isocurvatures) for each mode (usually, only for the scalar mode) when relevant
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • (a) treat case in which there is only one mode and one initial condition. Then, only cl_tot needs to be filled.
    • -
    • (b) treat case in which there is only one mode with several initial condition. Fill cl_md_ic[index_md=0] and sum it to get cl_tot.
    • -
    • (c) loop over modes
    • -
    • –> (c.1.) treat case in which the mode under consideration has only one initial condition. Fill cl_md[index_md].
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    • –> (c.2.) treat case in which the mode under consideration has several initial conditions. Fill cl_md_ic[index_md] and sum it to get cl_md[index_md]
    • -
    • –> (c.3.) add contribution of cl_md[index_md] to cl_tot
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    - -
    -
    - -

    ◆ spectra_pk_at_z()

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    int spectra_pk_at_z (struct backgroundpba,
    struct spectrapsp,
    enum linear_or_logarithmic mode,
    double z,
    double * output_tot,
    double * output_ic,
    double * output_cb_tot,
    double * output_cb_ic 
    )
    -
    -

    Matter power spectrum for arbitrary redshift and for all initial conditions.

    -

    This routine evaluates the matter power spectrum at a given value of z by interpolating in the pre-computed table (if several values of z have been stored) or by directly reading it (if it only contains values at z=0 and we want P(k,z=0))

    -

    Can be called in two modes: linear or logarithmic.

    -
      -
    • linear: returns P(k) (units: $ Mpc^3$)
    • -
    • logarithmic: returns $\ln{P(k)}$
    • -
    -

    One little subtlety: in case of several correlated initial conditions, the cross-correlation spectrum can be negative. Then, in logarithmic mode, the non-diagonal elements contain the cross-correlation angle $ P_{12}/\sqrt{P_{11} P_{22}}$ (from -1 to 1) instead of $\ln{P_{12}}$

    -

    This function can be called from whatever module at whatever time, provided that spectra_init() has been called before, and spectra_free() has not been called yet.

    -
    Parameters
    - - - - - - - - - -
    pbaInput: pointer to background structure (used for converting z into tau)
    pspInput: pointer to spectra structure (containing pre-computed table)
    modeInput: linear or logarithmic
    zInput: redshift
    output_totOutput: total matter power spectrum P(k) in $ Mpc^3 $ (linear mode), or its logarithms (logarithmic mode)
    output_icOutput: for each pair of initial conditions, matter power spectra P(k) in $ Mpc^3 $ (linear mode), or their logarithms and cross-correlation angles (logarithmic mode)
    output_cb_totOutput: CDM+baryon power spectrum P_cb(k) in $ Mpc^3 $ (linear mode), or its logarithms (logarithmic mode)
    output_cb_icOutput: for each pair of initial conditions, CDM+baryon power spectra P_cb(k) in $ Mpc^3 $ (linear mode), or their logarithms and cross-correlation angles (logarithmic mode)
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    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • first step: convert z into $\ln{\tau}$
    • -
    • second step: for both modes (linear or logarithmic), store the spectrum in logarithmic format in the output array(s)
    • -
    • –> (a) if only values at tau=tau_today are stored and we want $ P(k,z=0)$, no need to interpolate
    • -
    • –> (b) if several values of tau have been stored, use interpolation routine to get spectra at correct redshift
    • -
    • third step: if there are several initial conditions, compute the total P(k) and set back all uncorrelated coefficients to exactly zero. Check positivity of total P(k).
    • -
    • fourth step: depending on requested mode (linear or logarithmic), apply necessary transformation to the output arrays
    • -
    • –> (a) linear mode: if only one initial condition, convert output_tot to linear format; if several initial conditions, convert output_ic to linear format, output_tot is already in this format
    • -
    • –> (b) logarithmic mode: if only one initial condition, nothing to be done; if several initial conditions, convert output_tot to logarithmic format, output_ic is already in this format
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    ◆ spectra_pk_at_k_and_z()

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    int spectra_pk_at_k_and_z (struct backgroundpba,
    struct primordialppm,
    struct spectrapsp,
    double k,
    double z,
    double * pk_tot,
    double * pk_ic,
    double * pk_cb_tot,
    double * pk_cb_ic 
    )
    -
    -

    Matter power spectrum for arbitrary wavenumber, redshift and initial condition.

    -

    This routine evaluates the matter power spectrum at a given value of k and z by interpolating in a table of all P(k)'s computed at this z by spectra_pk_at_z() (when kmin <= k <= kmax), or eventually by using directly the primordial spectrum (when 0 <= k < kmin): the latter case is an approximation, valid when kmin << comoving Hubble scale today. Returns zero when k=0. Returns an error when k<0 or k > kmax.

    -

    This function can be called from whatever module at whatever time, provided that spectra_init() has been called before, and spectra_free() has not been called yet.

    -
    Parameters
    - - - - - - - - - - -
    pbaInput: pointer to background structure (used for converting z into tau)
    ppmInput: pointer to primordial structure (used only in the case 0 < k < kmin)
    pspInput: pointer to spectra structure (containing pre-computed table)
    kInput: wavenumber in 1/Mpc
    zInput: redshift
    pk_totOutput: total matter power spectrum P(k) in $ Mpc^3 $
    pk_icOutput: for each pair of initial conditions, matter power spectra P(k) in $ Mpc^3$
    pk_cb_totOutput: b+CDM power spectrum P(k) in $ Mpc^3 $
    pk_cb_icOutput: for each pair of initial conditions, b+CDM power spectra P(k) in $ Mpc^3$
    -
    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • first step: check that k is in valid range [0:kmax] (the test for z will be done when calling spectra_pk_at_z())
    • -
    • deal with case 0 <= k < kmin
    • -
    • –> (a) subcase k=0: then P(k)=0
    • -
    • –> (b) subcase 0<k<kmin: in this case we know that on super-Hubble scales: P(k) = [some number] * k * P_primordial(k) so P(k) = P(kmin) * (k P_primordial(k)) / (kmin P_primordial(kmin)) (note that the result is accurate only if kmin is such that [a0 kmin] << H0)
    • -
    • deal with case kmin <= k <= kmax
    • -
    • last step: if more than one condition, sum over pk_ic to get pk_tot, and set back coefficients of non-correlated pairs to exactly zero.
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    ◆ spectra_pk_nl_at_z()

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    int spectra_pk_nl_at_z (struct backgroundpba,
    struct spectrapsp,
    enum linear_or_logarithmic mode,
    double z,
    double * output_tot,
    double * output_cb_tot 
    )
    -
    -

    Non-linear total matter power spectrum for arbitrary redshift.

    -

    This routine evaluates the non-linear matter power spectrum at a given value of z by interpolating in the pre-computed table (if several values of z have been stored) or by directly reading it (if it only contains values at z=0 and we want P(k,z=0))

    -

    Can be called in two modes: linear or logarithmic.

    -
      -
    • linear: returns P(k) (units: Mpc^3)
    • -
    • logarithmic: returns ln(P(k))
    • -
    -

    This function can be called from whatever module at whatever time, provided that spectra_init() has been called before, and spectra_free() has not been called yet.

    -
    Parameters
    - - - - - - - -
    pbaInput: pointer to background structure (used for converting z into tau)
    pspInput: pointer to spectra structure (containing pre-computed table)
    modeInput: linear or logarithmic
    zInput: redshift
    output_totOutput: total matter power spectrum P(k) in $ Mpc^3$ (linear mode), or its logarithms (logarithmic mode)
    output_cb_totOutput: b+CDM power spectrum P(k) in $ Mpc^3$ (linear mode), or its logarithms (logarithmic mode)
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • first step: convert z into ln(tau)
    • -
    • second step: for both modes (linear or logarithmic), store the spectrum in logarithmic format in the output array(s)
    • -
    • –> (a) if only values at tau=tau_today are stored and we want P(k,z=0), no need to interpolate
    • -
    • –> (b) if several values of tau have been stored, use interpolation routine to get spectra at correct redshift
    • -
    • fourth step: eventually convert to linear format
    • -
    - -
    -
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    ◆ spectra_pk_nl_at_k_and_z()

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    int spectra_pk_nl_at_k_and_z (struct backgroundpba,
    struct primordialppm,
    struct spectrapsp,
    double k,
    double z,
    double * pk_tot,
    double * pk_cb_tot 
    )
    -
    -

    Non-linear total matter power spectrum for arbitrary wavenumber and redshift.

    -

    This routine evaluates the matter power spectrum at a given value of k and z by interpolating in a table of all P(k)'s computed at this z by spectra_pk_nl_at_z() (when kmin <= k <= kmax), or eventually by using directly the primordial spectrum (when 0 <= k < kmin): the latter case is an approximation, valid when kmin << comoving Hubble scale today. Returns zero when k=0. Returns an error when k<0 or k > kmax.

    -

    This function can be called from whatever module at whatever time, provided that spectra_init() has been called before, and spectra_free() has not been called yet.

    -
    Parameters
    - - - - - - - - -
    pbaInput: pointer to background structure (used for converting z into tau)
    ppmInput: pointer to primordial structure (used only in the case 0 < k < kmin)
    pspInput: pointer to spectra structure (containing pre-computed table)
    kInput: wavenumber in 1/Mpc
    zInput: redshift
    pk_totOutput: total matter power spectrum P(k) in $ Mpc^3$
    pk_cb_totOutput: b+CDM power spectrum P(k) in $ Mpc^3$
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • check that k is in valid range [0:kmax] (the test for z will be done when calling spectra_pk_at_z())
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    • compute P(k,z) (in logarithmic format for more accurate interpolation)
    • -
    • get its second derivatives with spline, then interpolate, then convert to linear format
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    ◆ spectra_tk_at_z()

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    int spectra_tk_at_z (struct backgroundpba,
    struct spectrapsp,
    double z,
    double * output 
    )
    -
    -

    Matter transfer functions $ T_i(k) $ for arbitrary redshift and for all initial conditions.

    -

    This routine evaluates the matter transfer functions at a given value of z by interpolating in the pre-computed table (if several values of z have been stored) or by directly reading it (if it only contains values at z=0 and we want $ T_i(k,z=0)$)

    -

    This function can be called from whatever module at whatever time, provided that spectra_init() has been called before, and spectra_free() has not been called yet.

    -
    Parameters
    - - - - - -
    pbaInput: pointer to background structure (used for converting z into tau)
    pspInput: pointer to spectra structure (containing pre-computed table)
    zInput: redshift
    outputOutput: matter transfer functions
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • first step: convert z into ln(tau)
    • -
    • second step: store the matter transfer functions in the output array
    • -
    • –> (a) if only values at tau=tau_today are stored and we want $ T_i(k,z=0)$, no need to interpolate
    • -
    • –> (b) if several values of tau have been stored, use interpolation routine to get spectra at correct redshift
    • -
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    ◆ spectra_tk_at_k_and_z()

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    int spectra_tk_at_k_and_z (struct backgroundpba,
    struct spectrapsp,
    double k,
    double z,
    double * output 
    )
    -
    -

    Matter transfer functions $ T_i(k)$ for arbitrary wavenumber, redshift and initial condition.

    -

    This routine evaluates the matter transfer functions at a given value of k and z by interpolating in a table of all $ T_i(k,z)$'s computed at this z by spectra_tk_at_z() (when kmin <= k <= kmax). Returns an error when k<kmin or k > kmax.

    -

    This function can be called from whatever module at whatever time, provided that spectra_init() has been called before, and spectra_free() has not been called yet.

    -
    Parameters
    - - - - - - -
    pbaInput: pointer to background structure (used for converting z into tau)
    pspInput: pointer to spectra structure (containing pre-computed table)
    kInput: wavenumber in 1/Mpc
    zInput: redshift
    outputOutput: matter transfer functions
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • check that k is in valid range [0:kmax] (the test for z will be done when calling spectra_tk_at_z())
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    • compute T_i(k,z)
    • -
    • get its second derivatives w.r.t. k with spline, then interpolate
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    ◆ spectra_init()

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    int spectra_init (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct primordialppm,
    struct nonlinearpnl,
    struct transfersptr,
    struct spectrapsp 
    )
    -
    -

    This routine initializes the spectra structure (in particular, computes table of anisotropy and Fourier spectra $ C_l^{X}, P(k), ... $)

    -
    Parameters
    - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure (will provide H, Omega_m at redshift of interest)
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfer structure
    ppmInput: pointer to primordial structure
    pnlInput: pointer to nonlinear structure
    pspOutput: pointer to initialized spectra structure
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    Returns
    the error status
    -

    Summary:

    -
      -
    • check that we really want to compute at least one spectrum
    • -
    • initialize indices and allocate some of the arrays in the spectra structure
    • -
    • deal with $ C_l$'s, if any
    • -
    • deal with $ P(k,\tau)$ and $ T_i(k,\tau)$
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    ◆ spectra_free()

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    int spectra_free (struct spectrapsp)
    -
    -

    This routine frees all the memory space allocated by spectra_init().

    -

    To be called at the end of each run, only when no further calls to spectra_cls_at_l(), spectra_pk_at_z(), spectra_pk_at_k_and_z() are needed.

    -
    Parameters
    - - -
    pspInput: pointer to spectra structure (which fields must be freed)
    -
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    Returns
    the error status
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    ◆ spectra_indices()

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    int spectra_indices (struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    struct primordialppm,
    struct spectrapsp 
    )
    -
    -

    This routine defines indices and allocates tables in the spectra structure

    -
    Parameters
    - - - - - - -
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    ppmInput: pointer to primordial structure
    pspInput/output: pointer to spectra structure
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    Returns
    the error status
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    ◆ spectra_cls()

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    int spectra_cls (struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    struct primordialppm,
    struct spectrapsp 
    )
    -
    -

    This routine computes a table of values for all harmonic spectra $ C_l $'s, given the transfer functions and primordial spectra.

    -
    Parameters
    - - - - - - -
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    ppmInput: pointer to primordial structure
    pspInput/Output: pointer to spectra structure
    -
    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • allocate pointers to arrays where results will be stored
    • -
    • store values of l
    • -
    • loop over modes (scalar, tensors, etc). For each mode:
    • -
    • –> (a) store number of l values for this mode
    • -
    • –> (b) allocate arrays where results will be stored
    • -
    • –> (c) loop over initial conditions
    • -
    • —> loop over l values defined in the transfer module. For each l, compute the $ C_l$'s for all types (TT, TE, ...) by convolving primordial spectra with transfer functions. This elementary task is assigned to spectra_compute_cl()
    • -
    • –> (d) now that for a given mode, all possible $ C_l$'s have been computed, compute second derivative of the array in which they are stored, in view of spline interpolation.
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    ◆ spectra_compute_cl()

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    int spectra_compute_cl (struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    struct primordialppm,
    struct spectrapsp,
    int index_md,
    int index_ic1,
    int index_ic2,
    int index_l,
    int cl_integrand_num_columns,
    double * cl_integrand,
    double * primordial_pk,
    double * transfer_ic1,
    double * transfer_ic2 
    )
    -
    -

    This routine computes the $ C_l$'s for a given mode, pair of initial conditions and multipole, but for all types (TT, TE...), by convolving the transfer functions with the primordial spectra.

    -
    Parameters
    - - - - - - - - - - - - - - - -
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    ppmInput: pointer to primordial structure
    pspInput/Output: pointer to spectra structure (result stored here)
    index_mdInput: index of mode under consideration
    index_ic1Input: index of first initial condition in the correlator
    index_ic2Input: index of second initial condition in the correlator
    index_lInput: index of multipole under consideration
    cl_integrand_num_columnsInput: number of columns in cl_integrand
    cl_integrandInput: an allocated workspace
    primordial_pkInput: table of primordial spectrum values
    transfer_ic1Input: table of transfer function values for first initial condition
    transfer_ic2Input: table of transfer function values for second initial condition
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    Returns
    the error status
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    ◆ spectra_k_and_tau()

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    int spectra_k_and_tau (struct backgroundpba,
    struct perturbsppt,
    struct nonlinearpnl,
    struct spectrapsp 
    )
    -
    -

    This routine computes the values of k and tau at which the matter power spectra $ P(k,\tau)$ and the matter transfer functions $ T_i(k,\tau)$ will be stored.

    -
    Parameters
    - - - - - -
    pbaInput: pointer to background structure (for z to tau conversion)
    pptInput: pointer to perturbation structure (contain source functions)
    pnlInput: pointer to nonlinear structure (contain nonlinear corrections)
    pspInput/Output: pointer to spectra structure
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • check the presence of scalar modes
    • -
    • check the maximum redshift z_max_pk at which $P(k,z)$ and $ T_i(k,z)$ should be computable by interpolation. If it is equal to zero, only $ P(k,z=0)$ needs to be computed. If it is higher, we will store in a table various P(k,tau) at several values of tau generously encompassing the range 0<z<z_max_pk
    • -
    • allocate and fill table of tau values at which $P(k,\tau)$ and $T_i(k,\tau)$ are stored
    • -
    • allocate and fill table of k values at which $ P(k,\tau)$ is stored
    • -
    • if the non-linear power spectrum is requested, we should store it only at values of tau where non-linear corrections were really computed and not brutally set to one. Hence we must find here ln_tau_nl_size which might be smaller than ln_tau_size. But the same table ln_tau will be used for both.
    • -
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    ◆ spectra_pk()

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    int spectra_pk (struct backgroundpba,
    struct perturbsppt,
    struct primordialppm,
    struct nonlinearpnl,
    struct spectrapsp 
    )
    -
    -

    This routine computes a table of values for all matter power spectra P(k), given the source functions and primordial spectra.

    -
    Parameters
    - - - - - - -
    pbaInput: pointer to background structure (will provide H, Omega_m at redshift of interest)
    pptInput: pointer to perturbation structure (contain source functions)
    ppmInput: pointer to primordial structure
    pnlInput: pointer to nonlinear structure
    pspInput/Output: pointer to spectra structure
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • check the presence of scalar modes
    • -
    • allocate temporary vectors where the primordial spectrum and the background quantities will be stored
    • -
    • allocate and fill array of $P(k,\tau)$ values
    • -
    • if interpolation of $P(k,\tau)$ will be needed (as a function of tau), compute array of second derivatives in view of spline interpolation
    • -
    • if interpolation of $ P_{NL}(k,\tau)$ will be needed (as a function of tau), compute array of second derivatives in view of spline interpolation
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    ◆ spectra_sigma()

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    int spectra_sigma (struct backgroundpba,
    struct primordialppm,
    struct spectrapsp,
    double R,
    double z,
    double * sigma 
    )
    -
    -

    This routine computes sigma(R) given P(k) (does not check that k_max is large enough)

    -
    Parameters
    - - - - - - - -
    pbaInput: pointer to background structure
    ppmInput: pointer to primordial structure
    pspInput: pointer to spectra structure
    zInput: redshift
    RInput: radius in Mpc
    sigmaOutput: variance in a sphere of radius R (dimensionless)
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    ◆ spectra_matter_transfers()

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    int spectra_matter_transfers (struct backgroundpba,
    struct perturbsppt,
    struct spectrapsp 
    )
    -
    -

    This routine computes a table of values for all matter power spectra P(k), given the source functions and primordial spectra.

    -
    Parameters
    - - - - -
    pbaInput: pointer to background structure (will provide density of each species)
    pptInput: pointer to perturbation structure (contain source functions)
    pspInput/Output: pointer to spectra structure
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    Returns
    the error status
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    Summary:

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    • define local variables
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    • check the presence of scalar modes
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    • allocate and fill array of $ T_i(k,\tau)$ values
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    • allocate temporary vectors where the background quantities will be stored
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    • if interpolation of $ P(k,\tau)$ will be needed (as a function of tau), compute array of second derivatives in view of spline interpolation
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    ◆ spectra_output_tk_data()

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    int spectra_output_tk_data (struct backgroundpba,
    struct perturbsppt,
    struct spectrapsp,
    enum file_format output_format,
    double z,
    int number_of_titles,
    double * data 
    )
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    • compute $T_i(k)$ for each k (if several ic's, compute it for each ic; if z_pk = 0, this is done by directly reading inside the pre-computed table; if not, this is done by interpolating the table at the correct value of tau.
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    • store data
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    ◆ spectra_fast_pk_at_kvec_and_zvec()

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    int spectra_fast_pk_at_kvec_and_zvec (struct backgroundpba,
    struct spectrapsp,
    double * kvec,
    int kvec_size,
    double * zvec,
    int zvec_size,
    double * pk_tot_out,
    double * pk_cb_tot_out,
    int nonlinear 
    )
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    Summary:

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      -
    • define local variables
    • -
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    Compute spline over ln(k)

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    Construct table of log(pk) on the computed k nodes but requested redshifts:

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    Construct ln(kvec):

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    I will assume that the k vector is sorted in ascending order. Case k<kmin:

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    If needed, add some extrapolation here

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    Implement some extrapolation perhaps

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    Case kmin<=k<=kmax. Do not loop through kvec, but loop through the interpolation nodes.

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    Loop through k's that fall in this interval

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    Perform interpolation

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    case k>kmax

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    If needed, add some extrapolation here

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    CLASS MANUAL -
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    spectra.h File Reference
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    #include "transfer.h"
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    - + Include dependency graph for spectra.h:
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    Go to the source code of this file.

    - - - - -

    -Data Structures

    struct  spectra
     
    -

    Detailed Description

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    Documented includes for spectra module

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    Data Structure Documentation

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    ◆ spectra

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    struct spectra
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    -

    Structure containing everything about anisotropy and Fourier power spectra that other modules need to know.

    -

    Once initialized by spectra_init(), contains a table of all $ C_l$'s and P(k) as a function of multipole/wavenumber, mode (scalar/tensor...), type (for $ C_l$'s: TT, TE...), and pairs of initial conditions (adiabatic, isocurvatures...).

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    Data Fields
    -double -z_max_pk -

    maximum value of z at which matter spectrum P(k,z) will be evaluated; keep fixed to zero if P(k) only needed today

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    -int -non_diag -

    sets the number of cross-correlation spectra that you want to calculate: 0 means only auto-correlation, 1 means only adjacent bins, and number of bins minus one means all correlations

    -
    -int -md_size -

    number of modes (scalar, tensor, ...) included in computation

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    -int -index_md_scalars -

    index for scalar modes

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    -int * -ic_size -

    for a given mode, ic_size[index_md] = number of initial conditions included in computation

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    -int * -ic_ic_size -

    for a given mode, ic_ic_size[index_md] = number of pairs of (index_ic1, index_ic2) with index_ic2 >= index_ic1; this number is just N(N+1)/2 where N = ic_size[index_md]

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    -short ** -is_non_zero -

    for a given mode, is_non_zero[index_md][index_ic1_ic2] is set to true if the pair of initial conditions (index_ic1, index_ic2) are statistically correlated, or to false if they are uncorrelated

    -
    -int -has_tt -

    do we want $ C_l^{TT}$? (T = temperature)

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    -int -has_ee -

    do we want $ C_l^{EE}$? (E = E-polarization)

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    -int -has_te -

    do we want $ C_l^{TE}$?

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    -int -has_bb -

    do we want $ C_l^{BB}$? (B = B-polarization)

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    -int -has_pp -

    do we want $ C_l^{\phi\phi}$? ( $ \phi $ = CMB lensing potential)

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    -int -has_tp -

    do we want $ C_l^{T\phi}$?

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    -int -has_ep -

    do we want $ C_l^{E\phi}$?

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    -int -has_dd -

    do we want $ C_l^{dd}$? (d = density)

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    -int -has_td -

    do we want $ C_l^{Td}$?

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    -int -has_pd -

    do we want $ C_l^{\phi d}$?

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    -int -has_ll -

    do we want $ C_l^{ll}$? (l = galaxy lensing potential)

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    -int -has_tl -

    do we want $ C_l^{Tl}$?

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    -int -has_dl -

    do we want $ C_l^{dl}$?

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    -int -index_ct_tt -

    index for type $ C_l^{TT} $

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    -int -index_ct_ee -

    index for type $ C_l^{EE} $

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    -int -index_ct_te -

    index for type $ C_l^{TE} $

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    -int -index_ct_bb -

    index for type $ C_l^{BB} $

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    -int -index_ct_pp -

    index for type $ C_l^{\phi\phi} $

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    -int -index_ct_tp -

    index for type $ C_l^{T\phi} $

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    -int -index_ct_ep -

    index for type $ C_l^{E\phi} $

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    -int -index_ct_dd -

    first index for type $ C_l^{dd} $((d_size*d_size-(d_size-non_diag)*(d_size-non_diag-1)/2) values)

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    -int -index_ct_td -

    first index for type $ C_l^{Td} $(d_size values)

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    -int -index_ct_pd -

    first index for type $ C_l^{pd} $(d_size values)

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    -int -index_ct_ll -

    first index for type $ C_l^{ll} $((d_size*d_size-(d_size-non_diag)*(d_size-non_diag-1)/2) values)

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    -int -index_ct_tl -

    first index for type $ C_l^{Tl} $(d_size values)

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    -int -index_ct_dl -

    first index for type $ C_l^{dl} $(d_size values)

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    -int -d_size -

    number of bins for which density Cl's are computed

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    -int -ct_size -

    number of $ C_l $ types requested

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    -int * -l_size -

    number of multipole values for each requested mode, l_size[index_md]

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    -int -l_size_max -

    greatest of all l_size[index_md]

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    -double * -l -

    list of multipole values l[index_l]

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    -int ** -l_max_ct -

    last multipole (given as an input) at which we want to output $ C_l$'s for a given mode and type; l[index_md][l_size[index_md]-1] can be larger than l_max[index_md], in order to ensure a better interpolation with no boundary effects

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    -int * -l_max -

    last multipole (given as an input) at which we want to output $ C_l$'s for a given mode (maximized over types); l[index_md][l_size[index_md]-1] can be larger than l_max[index_md], in order to ensure a better interpolation with no boundary effects

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    -int -l_max_tot -

    last multipole (given as an input) at which we want to output $ C_l$'s (maximized over modes and types); l[index_md][l_size[index_md]-1] can be larger than l_max[index_md], in order to ensure a better interpolation with no boundary effects

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    -double ** -cl -

    table of anisotropy spectra for each mode, multipole, pair of initial conditions and types, cl[index_md][(index_l * psp->ic_ic_size[index_md] + index_ic1_ic2) * psp->ct_size + index_ct]

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    -double ** -ddcl -

    second derivatives of previous table with respect to l, in view of spline interpolation

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    -double -alpha_II_2_20 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [2,20] (see Planck parameter papers)

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    -double -alpha_RI_2_20 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [2,20] (see Planck parameter papers)

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    -double -alpha_RR_2_20 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [2,20] (see Planck parameter papers)

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    -double -alpha_II_21_200 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [21,200] (see Planck parameter papers)

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    -double -alpha_RI_21_200 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [21,200] (see Planck parameter papers)

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    -double -alpha_RR_21_200 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [21,200] (see Planck parameter papers)

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    -double -alpha_II_201_2500 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [201,2500] (see Planck parameter papers)

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    -double -alpha_RI_201_2500 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [201,2500] (see Planck parameter papers)

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    -double -alpha_RR_201_2500 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [201,2500] (see Planck parameter papers)

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    -double -alpha_II_2_2500 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [2,2500] (see Planck parameter papers)

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    -double -alpha_RI_2_2500 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [2,2500] (see Planck parameter papers)

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    -double -alpha_RR_2_2500 -

    parameter describing adiabatic versus isocurvature contribution in mutipole range [2,2500] (see Planck parameter papers)

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    -double -alpha_kp -

    parameter describing adiabatic versus isocurvature contribution at pivot scale (see Planck parameter papers)

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    -double -alpha_k1 -

    parameter describing adiabatic versus isocurvature contribution at scale k1 (see Planck parameter papers)

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    -double -alpha_k2 -

    parameter describing adiabatic versus isocurvature contribution at scale k2 (see Planck parameter papers)

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    -int -ln_k_size -

    number ln(k) values

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    -double * -ln_k -

    list of ln(k) values ln_k[index_k]

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    -int -ln_tau_size -

    number of ln(tau) values, for the matter power spectrum and the matter transfer functions, (only one if z_max_pk = 0)

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    -double * -ln_tau -

    list of ln(tau) values ln_tau[index_tau], for the matter power spectrum and the matter transfer functions, in growing order. So exp(ln_tau[0]) is the earliest time (i.e. highest redshift), while exp(ln_tau[ln_tau_size-1]) is today (i.e z=0).

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    -double * -ln_pk -

    Matter power spectrum. depends on indices index_ic1_ic2, index_k, index_tau as: ln_pk[(index_tau * psp->k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] where index_ic1_ic2 labels ordered pairs (index_ic1, index_ic2) (since the primordial spectrum is symmetric in (index_ic1, index_ic2)).

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    • for diagonal elements (index_ic1 = index_ic2) this arrays contains ln[P(k)] where P(k) is positive by construction.
    • -
    • for non-diagonal elements this arrays contains the k-dependent cosine of the correlation angle, namely P(k)_(index_ic1, index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2] This choice is convenient since the sign of the non-diagonal cross-correlation is arbitrary. For fully correlated or anti-correlated initial conditions, this non-diagonal element is independent on k, and equal to +1 or -1.
    • -
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    -double * -ddln_pk -

    second derivative of above array with respect to log(tau), for spline interpolation. So:

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    • for index_ic1 = index_ic, we spline ln[P(k)] vs. ln(k), which is good since this function is usually smooth.
    • -
    • for non-diagonal coefficients, we spline P(k)_(index_ic1, index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2] vs. ln(k), which is fine since this quantity is often assumed to be constant (e.g for fully correlated/anticorrelated initial conditions) or nearly constant, and with arbitrary sign.
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    -double -sigma8 -

    sigma8 parameter

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    -double -sigma8_cb -

    if ncdm present: contribution to sigma8 from only baryons and cdm

    -
    -double * -ln_pk_l -
    -double * -ddln_pk_l -

    q< Total linear matter power spectrum, just depending on indices index_k, index_tau as: ln_pk[index_tau * psp->k_size + index_k] Range of k and tau value identical to ln_pk array. second derivative of above array with respect to log(tau), for spline interpolation.

    -
    -int -ln_tau_nl_size -

    number of ln(tau) values for non-linear spectrum (possibly smaller than ln_tau_size, because the non-linear spectrum is stored only in the time/redhsift range where the non-linear corrections were really computed, to avoid dealing with discontinuities in the spline interpolation)

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    -double * -ln_tau_nl -

    list of ln(tau) values ln_tau_nl[index_tau], for the non-linear power spectrum, in growing order. So exp(ln_tau_nl[0]) is the earliest time (i.e. highest redshift), while exp(ln_tau_nl[ln_tau_nl_size-1]) is today (i.e z=0).

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    -double * -ln_pk_nl -

    Non-linear matter power spectrum. depends on indices index_k, index_tau as: ln_pk_nl[index_tau * psp->k_size + index_k]

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    -double * -ddln_pk_nl -

    second derivative of above array with respect to log(tau), for spline interpolation.

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    -double * -ln_pk_cb -

    same as ln_pk for baryon+cdm component only

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    -double * -ddln_pk_cb -

    same as ddln_pk for baryon+cdm component only

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    -double * -ln_pk_cb_l -

    same as ln_pk_l for baryon+cdm component only

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    -double * -ddln_pk_cb_l -

    same as ddln_pk_l for baryon+cdm component only

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    -double * -ln_pk_cb_nl -

    same as ln_pk_nl for baryon+cdm component only

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    -double * -ddln_pk_cb_nl -

    same as ddln_pk_nl for baryon+cdm component only

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    -int -index_tr_delta_g -

    index of gamma density transfer function

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    -int -index_tr_delta_b -

    index of baryon density transfer function

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    -int -index_tr_delta_cdm -

    index of cold dark matter density transfer function

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    -int -index_tr_delta_dcdm -

    index of decaying cold dark matter density transfer function

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    -int -index_tr_delta_scf -

    index of scalar field phi transfer function

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    -int -index_tr_delta_fld -

    index of dark energy fluid density transfer function

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    -int -index_tr_delta_ur -

    index of ultra-relativistic neutrinos/relics density transfer function

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    -int -index_tr_delta_dr -

    index of decay radiation density transfer function

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    -int -index_tr_delta_ncdm1 -

    index of first species of non-cold dark matter (massive neutrinos, ...) density transfer function

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    -int -index_tr_delta_tot -

    index of total matter density transfer function

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    -int -index_tr_theta_g -

    index of gamma velocity transfer function

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    -int -index_tr_theta_b -

    index of baryon velocity transfer function

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    -int -index_tr_theta_cdm -

    index of cold dark matter velocity transfer function

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    -int -index_tr_theta_dcdm -

    index of decaying cold dark matter velocity transfer function

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    -int -index_tr_theta_scf -

    index of derivative of scalar field phi transfer function

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    -int -index_tr_theta_fld -

    index of dark energy fluid velocity transfer function

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    -int -index_tr_theta_ur -

    index of ultra-relativistic neutrinos/relics velocity transfer function

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    -int -index_tr_theta_dr -

    index of decay radiation velocity transfer function

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    -int -index_tr_theta_ncdm1 -

    index of first species of non-cold dark matter (massive neutrinos, ...) velocity transfer function

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    -int -index_tr_theta_tot -

    index of total matter velocity transfer function

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    -int -index_tr_phi -

    index of Bardeen potential phi

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    -int -index_tr_psi -

    index of Bardeen potential psi

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    -int -index_tr_phi_prime -

    index of derivative of Bardeen potential phi

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    -int -index_tr_h -

    index of synchronous gauge metric perturbation h

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    -int -index_tr_h_prime -

    index of synchronous gauge metric perturbation h'

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    -int -index_tr_eta -

    index of synchronous gauge metric perturbation eta

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    -int -index_tr_eta_prime -

    index of synchronous gauge metric perturbation eta'

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    -int -tr_size -

    total number of species in transfer functions

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    -double * -matter_transfer -

    Matter transfer functions. Depends on indices index_md,index_tau,index_ic,index_k, index_tr as: matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + index_tr]

    -
    -double * -ddmatter_transfer -

    second derivative of above array with respect to log(tau), for spline interpolation.

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    -short -spectra_verbose -

    flag regulating the amount of information sent to standard output (none if set to zero)

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    -ErrorMsg -error_message -

    zone for writing error messages

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    spectra.h
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    -Go to the documentation of this file.
    1 
    3 #ifndef __SPECTRA__
    4 #define __SPECTRA__
    5 
    6 #include "transfer.h"
    7 
    17 struct spectra {
    18 
    25 
    26  double z_max_pk;
    29  int non_diag;
    36 
    40 
    41  int md_size;
    44  int * ic_size;
    45  int * ic_ic_size;
    46  short ** is_non_zero;
    49 
    53 
    54  int has_tt;
    55  int has_ee;
    56  int has_te;
    57  int has_bb;
    58  int has_pp;
    59  int has_tp;
    60  int has_ep;
    61  int has_dd;
    62  int has_td;
    63  int has_pd;
    64  int has_ll;
    65  int has_tl;
    66  int has_dl;
    82  int d_size;
    84  int ct_size;
    87 
    91 
    92  int * l_size;
    94  int l_size_max;
    96  double * l;
    99  int ** l_max_ct;
    105  int * l_max;
    111  int l_max_tot;
    117  double ** cl;
    118  double ** ddcl;
    120  double alpha_II_2_20;
    121  double alpha_RI_2_20;
    122  double alpha_RR_2_20;
    136  double alpha_kp;
    137  double alpha_k1;
    138  double alpha_k2;
    141 
    145 
    146  int ln_k_size;
    147  double * ln_k;
    153  double * ln_tau;
    161  double * ln_pk;
    176  double * ddln_pk;
    186  double sigma8;
    188  double sigma8_cb;
    190  double * ln_pk_l;
    196  double * ddln_pk_l;
    206  double * ln_tau_nl;
    214  double * ln_pk_nl;
    217  double * ddln_pk_nl;
    219  double * ln_pk_cb;
    220  double * ddln_pk_cb;
    222  double * ln_pk_cb_l;
    223  double * ddln_pk_cb_l;
    225  double * ln_pk_cb_nl;
    226  double * ddln_pk_cb_nl;
    255  int tr_size;
    257  double * matter_transfer;
    261  double * ddmatter_transfer;
    263  /* double * LddCl; /\**< density Cl's in the Limber plus thin shell approximation (then, there are no non-diagonal correlations between various shells of different redshifts); depends on index_tau,index_l as: LddCl[index_tau*psp->psp->l_size[psp->index_md_scalars]+index_l] *\/ */
    264 
    265  /* double * LTdCl; /\**< cross (temperature * density) Cl's in the Limber plus thin shell approximation; depends on index_tau,index_l as: LTdCl[index_tau*psp->psp->l_size[psp->index_md_scalars]+index_l] *\/ */
    266 
    268 
    272 
    275  ErrorMsg error_message;
    278 };
    279 
    280 /*************************************************************************************************************/
    281 /* @cond INCLUDE_WITH_DOXYGEN */
    282 /*
    283  * Boilerplate for C++
    284  */
    285 #ifdef __cplusplus
    286 extern "C" {
    287 #endif
    288 
    289  int spectra_bandpower(
    290  struct spectra * psp,
    291  int l1,
    292  int l2,
    293  double * TT_II,
    294  double * TT_RI,
    295  double * TT_RR
    296  );
    297 
    298  int spectra_cl_at_l(
    299  struct spectra * psp,
    300  double l,
    301  double * cl,
    302  double ** cl_md,
    303  double ** cl_md_ic
    304  );
    305 
    306  int spectra_pk_at_z(
    307  struct background * pba,
    308  struct spectra * psp,
    309  enum linear_or_logarithmic mode,
    310  double z,
    311  double * output_tot,
    312  double * output_ic,
    313  double * output_cb_tot,
    314  double * output_cb_ic
    315  );
    316 
    318  struct background * pba,
    319  struct primordial * ppm,
    320  struct spectra * psp,
    321  double k,
    322  double z,
    323  double * pk,
    324  double * pk_ic,
    325  double * pk_cb,
    326  double * pk_cb_ic
    327  );
    328 
    329  int spectra_pk_nl_at_z(
    330  struct background * pba,
    331  struct spectra * psp,
    332  enum linear_or_logarithmic mode,
    333  double z,
    334  double * output_tot,
    335  double * output_cb_tot
    336  );
    337 
    339  struct background * pba,
    340  struct primordial * ppm,
    341  struct spectra * psp,
    342  double k,
    343  double z,
    344  double * pk_tot,
    345  double * pk_cb_tot
    346  );
    347 
    348  int spectra_tk_at_z(
    349  struct background * pba,
    350  struct spectra * psp,
    351  double z,
    352  double * output
    353  );
    354 
    356  struct background * pba,
    357  struct spectra * psp,
    358  double k,
    359  double z,
    360  double * output
    361  );
    362 
    363  int spectra_init(
    364  struct precision * ppr,
    365  struct background * pba,
    366  struct perturbs * ppt,
    367  struct primordial * ppm,
    368  struct nonlinear *pnl,
    369  struct transfers * ptr,
    370  struct spectra * psp
    371  );
    372 
    373  int spectra_free(
    374  struct spectra * psp
    375  );
    376 
    377  int spectra_indices(
    378  struct background * pba,
    379  struct perturbs * ppt,
    380  struct transfers * ptr,
    381  struct primordial * ppm,
    382  struct spectra * psp
    383  );
    384 
    385  int spectra_cls(
    386  struct background * pba,
    387  struct perturbs * ppt,
    388  struct transfers * ptr,
    389  struct primordial * ppm,
    390  struct spectra * psp
    391  );
    392 
    393  int spectra_compute_cl(
    394  struct background * pba,
    395  struct perturbs * ppt,
    396  struct transfers * ptr,
    397  struct primordial * ppm,
    398  struct spectra * psp,
    399  int index_md,
    400  int index_ic1,
    401  int index_ic2,
    402  int index_l,
    403  int cl_integrand_num_columns,
    404  double * cl_integrand,
    405  double * primordial_pk,
    406  double * transfer_ic1,
    407  double * transfer_ic2
    408  );
    409 
    410  int spectra_k_and_tau(
    411  struct background * pba,
    412  struct perturbs * ppt,
    413  struct nonlinear *pnl,
    414  struct spectra * psp
    415  );
    416 
    417  int spectra_pk(
    418  struct background * pba,
    419  struct perturbs * ppt,
    420  struct primordial * ppm,
    421  struct nonlinear *pnl,
    422  struct spectra * psp
    423  );
    424 
    425  int spectra_sigma(
    426  struct background * pba,
    427  struct primordial * ppm,
    428  struct spectra * psp,
    429  double R,
    430  double z,
    431  double *sigma
    432  );
    433 
    434  int spectra_sigma_cb(
    435  struct background * pba,
    436  struct primordial * ppm,
    437  struct spectra * psp,
    438  double R,
    439  double z,
    440  double *sigma_cb
    441  );
    442 
    444  struct background * pba,
    445  struct perturbs * ppt,
    446  struct spectra * psp
    447  );
    448 
    449  int spectra_output_tk_titles(struct background *pba,
    450  struct perturbs *ppt,
    451  enum file_format output_format,
    452  char titles[_MAXTITLESTRINGLENGTH_]
    453  );
    454 
    456  struct background * pba,
    457  struct perturbs * ppt,
    458  struct spectra * psp,
    459  enum file_format output_format,
    460  double z,
    461  int number_of_titles,
    462  double *data
    463  );
    464 
    465  int spectra_firstline_and_ic_suffix(struct perturbs *ppt,
    466  int index_ic,
    467  char first_line[_LINE_LENGTH_MAX_],
    468  FileName ic_suffix);
    469 
    471  struct background * pba,
    472  struct spectra * psp,
    473  double * kvec,
    474  int kvec_size,
    475  double * zvec,
    476  int zvec_size,
    477  double * pk_tot_out, /* (must be already allocated with kvec_size*zvec_size) */
    478  double * pk_cb_tot_out,
    479  int nonlinear);
    480 
    481 #ifdef __cplusplus
    482 }
    483 #endif
    484 
    485 #endif
    486 /* @endcond */
    int spectra_tk_at_z(struct background *pba, struct spectra *psp, double z, double *output)
    Definition: spectra.c:1339
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    int has_ll
    Definition: spectra.h:64
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    int index_tr_theta_dr
    Definition: spectra.h:245
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    int index_ct_pd
    Definition: spectra.h:77
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    int index_ct_pp
    Definition: spectra.h:72
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    double * ln_pk_nl
    Definition: spectra.h:214
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    Definition: background.h:31
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    int spectra_output_tk_data(struct background *pba, struct perturbs *ppt, struct spectra *psp, enum file_format output_format, double z, int number_of_titles, double *data)
    Definition: spectra.c:4044
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    int index_ct_tt
    Definition: spectra.h:68
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    double sigma8_cb
    Definition: spectra.h:188
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    int index_tr_delta_ur
    Definition: spectra.h:234
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    ErrorMsg error_message
    Definition: spectra.h:275
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    int has_te
    Definition: spectra.h:56
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    int index_ct_ee
    Definition: spectra.h:69
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    double alpha_RR_2_2500
    Definition: spectra.h:134
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    int index_tr_phi_prime
    Definition: spectra.h:250
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    int index_tr_delta_dcdm
    Definition: spectra.h:231
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    int spectra_pk_at_z(struct background *pba, struct spectra *psp, enum linear_or_logarithmic mode, double z, double *output_tot, double *output_ic, double *output_cb_tot, double *output_cb_ic)
    Definition: spectra.c:343
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    double * ln_tau_nl
    Definition: spectra.h:206
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    double * l
    Definition: spectra.h:96
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    int index_tr_delta_ncdm1
    Definition: spectra.h:236
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    double * ddln_pk
    Definition: spectra.h:176
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    double * ln_tau
    Definition: spectra.h:153
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    int has_td
    Definition: spectra.h:62
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    int index_tr_theta_tot
    Definition: spectra.h:247
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    int index_ct_bb
    Definition: spectra.h:71
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    Definition: spectra.h:17
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    double alpha_RI_2_2500
    Definition: spectra.h:133
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    double * ln_pk_cb_nl
    Definition: spectra.h:225
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    Definition: perturbations.h:95
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    int index_ct_td
    Definition: spectra.h:76
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    double alpha_RI_21_200
    Definition: spectra.h:125
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    double z_max_pk
    Definition: spectra.h:26
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    int tr_size
    Definition: spectra.h:255
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    int index_tr_delta_g
    Definition: spectra.h:228
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    int ct_size
    Definition: spectra.h:84
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    int * ic_size
    Definition: spectra.h:44
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    double * ddln_pk_cb_l
    Definition: spectra.h:223
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    int index_tr_eta_prime
    Definition: spectra.h:254
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    int index_ct_te
    Definition: spectra.h:70
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    int spectra_free(struct spectra *psp)
    Definition: spectra.c:1725
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    int index_tr_h
    Definition: spectra.h:251
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    int spectra_tk_at_k_and_z(struct background *pba, struct spectra *psp, double k, double z, double *output)
    Definition: spectra.c:1433
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    short ** is_non_zero
    Definition: spectra.h:46
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    int has_ee
    Definition: spectra.h:55
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    int spectra_cls(struct background *pba, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp)
    Definition: spectra.c:2160
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    int spectra_pk_nl_at_k_and_z(struct background *pba, struct primordial *ppm, struct spectra *psp, double k, double z, double *pk_tot, double *pk_cb_tot)
    Definition: spectra.c:1193
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    double alpha_II_201_2500
    Definition: spectra.h:128
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    int has_pp
    Definition: spectra.h:58
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    int spectra_fast_pk_at_kvec_and_zvec(struct background *pba, struct spectra *psp, double *kvec, int kvec_size, double *zvec, int zvec_size, double *pk_tot_out, double *pk_cb_tot_out, int nonlinear)
    Definition: spectra.c:4218
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    int l_max_tot
    Definition: spectra.h:111
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    int index_ct_ll
    Definition: spectra.h:78
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    int ln_k_size
    Definition: spectra.h:146
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    double alpha_k1
    Definition: spectra.h:137
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    double alpha_RR_2_20
    Definition: spectra.h:122
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    double alpha_kp
    Definition: spectra.h:136
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    double * ln_k
    Definition: spectra.h:147
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    int index_ct_dd
    Definition: spectra.h:75
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    int index_tr_delta_dr
    Definition: spectra.h:235
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    int spectra_pk_at_k_and_z(struct background *pba, struct primordial *ppm, struct spectra *psp, double k, double z, double *pk_tot, double *pk_ic, double *pk_cb_tot, double *pk_cb_ic)
    Definition: spectra.c:627
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    int index_tr_theta_ncdm1
    Definition: spectra.h:246
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    int has_pd
    Definition: spectra.h:63
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    double ** cl
    Definition: spectra.h:117
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    double alpha_RI_201_2500
    Definition: spectra.h:129
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    double * ln_pk
    Definition: spectra.h:161
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    int index_tr_theta_ur
    Definition: spectra.h:244
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    int has_dd
    Definition: spectra.h:61
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    int md_size
    Definition: spectra.h:41
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    Definition: output.h:22
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    int * l_max
    Definition: spectra.h:105
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    int d_size
    Definition: spectra.h:82
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    int index_tr_phi
    Definition: spectra.h:248
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    double alpha_RR_21_200
    Definition: spectra.h:126
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    int index_tr_theta_fld
    Definition: spectra.h:243
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    double * ddln_pk_l
    Definition: spectra.h:196
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    int index_ct_ep
    Definition: spectra.h:74
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    int spectra_init(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, struct transfers *ptr, struct spectra *psp)
    Definition: spectra.c:1521
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    Definition: transfer.h:38
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    int l_size_max
    Definition: spectra.h:94
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    int spectra_pk(struct background *pba, struct perturbs *ppt, struct primordial *ppm, struct nonlinear *pnl, struct spectra *psp)
    Definition: spectra.c:2916
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    double * ddln_pk_cb_nl
    Definition: spectra.h:226
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    double alpha_RI_2_20
    Definition: spectra.h:121
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    int has_ep
    Definition: spectra.h:60
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    int index_tr_delta_cdm
    Definition: spectra.h:230
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    int index_tr_theta_b
    Definition: spectra.h:239
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    double alpha_II_21_200
    Definition: spectra.h:124
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    int index_tr_delta_scf
    Definition: spectra.h:232
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    int non_diag
    Definition: spectra.h:29
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    int * ic_ic_size
    Definition: spectra.h:45
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    double alpha_II_2_2500
    Definition: spectra.h:132
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    int spectra_pk_nl_at_z(struct background *pba, struct spectra *psp, enum linear_or_logarithmic mode, double z, double *output_tot, double *output_cb_tot)
    Definition: spectra.c:1037
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    int spectra_compute_cl(struct background *pba, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp, int index_md, int index_ic1, int index_ic2, int index_l, int cl_integrand_num_columns, double *cl_integrand, double *primordial_pk, double *transfer_ic1, double *transfer_ic2)
    Definition: spectra.c:2368
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    int has_tl
    Definition: spectra.h:65
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    int index_tr_theta_cdm
    Definition: spectra.h:240
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    int * l_size
    Definition: spectra.h:92
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    int spectra_k_and_tau(struct background *pba, struct perturbs *ppt, struct nonlinear *pnl, struct spectra *psp)
    Definition: spectra.c:2789
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    int index_tr_delta_fld
    Definition: spectra.h:233
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    file_format
    Definition: common.h:337
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    int index_ct_tp
    Definition: spectra.h:73
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    int has_tp
    Definition: spectra.h:59
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    double * ln_pk_cb_l
    Definition: spectra.h:222
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    int has_tt
    Definition: spectra.h:54
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    int index_tr_delta_b
    Definition: spectra.h:229
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    int ln_tau_nl_size
    Definition: spectra.h:198
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    int index_ct_dl
    Definition: spectra.h:80
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    double alpha_II_2_20
    Definition: spectra.h:120
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    int index_tr_h_prime
    Definition: spectra.h:252
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    double ** ddcl
    Definition: spectra.h:118
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    int index_tr_theta_dcdm
    Definition: spectra.h:241
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    int ** l_max_ct
    Definition: spectra.h:99
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    int index_tr_psi
    Definition: spectra.h:249
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    int index_md_scalars
    Definition: spectra.h:42
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    int spectra_sigma(struct background *pba, struct primordial *ppm, struct spectra *psp, double R, double z, double *sigma)
    Definition: spectra.c:3283
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    double * matter_transfer
    Definition: spectra.h:257
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    int spectra_matter_transfers(struct background *pba, struct perturbs *ppt, struct spectra *psp)
    Definition: spectra.c:3484
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    double * ddmatter_transfer
    Definition: spectra.h:261
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    int index_tr_eta
    Definition: spectra.h:253
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    double * ddln_pk_cb
    Definition: spectra.h:220
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    linear_or_logarithmic
    Definition: primordial.h:21
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    double * ln_pk_cb
    Definition: spectra.h:219
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    int has_dl
    Definition: spectra.h:66
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    int index_tr_theta_scf
    Definition: spectra.h:242
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    Definition: common.h:345
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    int index_ct_tl
    Definition: spectra.h:79
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    Definition: primordial.h:79
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    int spectra_indices(struct background *pba, struct perturbs *ppt, struct transfers *ptr, struct primordial *ppm, struct spectra *psp)
    Definition: spectra.c:1835
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    int ln_tau_size
    Definition: spectra.h:149
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    int has_bb
    Definition: spectra.h:57
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    double sigma8
    Definition: spectra.h:186
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    double alpha_RR_201_2500
    Definition: spectra.h:130
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    double alpha_k2
    Definition: spectra.h:138
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    double * ddln_pk_nl
    Definition: spectra.h:217
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    int index_tr_delta_tot
    Definition: spectra.h:237
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    Definition: nonlinear.h:21
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    short spectra_verbose
    Definition: spectra.h:273
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    int index_tr_theta_g
    Definition: spectra.h:238
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    int spectra_cl_at_l(struct spectra *psp, double l, double *cl_tot, double **cl_md, double **cl_md_ic)
    Definition: spectra.c:97
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    -
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- - - - - - -CLASS MANUAL: nonlinear Struct Reference - - - - - - - - - - - - - - -
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    CLASS MANUAL -
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    nonlinear Struct Reference
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    #include <nonlinear.h>

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    -Data Fields

    - input parameters initialized by user in input module

    (all other quantitites are computed in this module, given these parameters and the content of the 'precision', 'background', 'thermo', 'primordial' and 'spectra' structures)

    -
    enum non_linear_method method
     
    - table non-linear corrections for matter density, sqrt(P_NL(k,z)/P_NL(k,z))
    short has_pk_m
     
    short has_pk_cb
     
    int index_pk_m
     
    int index_pk_cb
     
    int pk_size
     
    int k_size
     
    double * k
     
    int tau_size
     
    double * tau
     
    double ** nl_corr_density
     
    double ** k_nl
     
    int index_tau_min_nl
     
    double * nl_corr_density
     
    double * k_nl
     
    - parameters for the pk_eq method
    short has_pk_eq
     
    int index_pk_eq_w
     
    int index_pk_eq_Omega_m
     
    int pk_eq_size
     
    int pk_eq_tau_size
     
    double * pk_eq_tau
     
    double * pk_eq_w_and_Omega
     
    double * pk_eq_ddw_and_ddOmega
     
    - technical parameters
    short nonlinear_verbose
     
    ErrorMsg error_message
     
    -

    Detailed Description

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    Structure containing all information on non-linear spectra.

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    Once initialized by nonlinear_init(), contains a table for all two points correlation functions and for all the ai,bj functions (containing the three points correlation functions), for each time and wave-number.

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    Structure containing all information on non-linear spectra.

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    Once initialised by nonlinear_init(), contains a table for all two points correlation functions and for all the ai,bj functions (containing the three points correlation functions), for each time and wave-number.

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    Field Documentation

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    ◆ method

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    enum non_linear_method nonlinear::method
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    method for computing non-linear corrections (none, Halogit, etc.)

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    ◆ has_pk_m

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    short nonlinear::has_pk_m
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    do we want nonlinear corrections for total matter?

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    ◆ has_pk_cb

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    short nonlinear::has_pk_cb
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    do we want nonlinear corrections for cdm+baryons?

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    ◆ index_pk_m

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    int nonlinear::index_pk_m
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    index of pk for matter

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    int nonlinear::index_pk_cb
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    index of pk for cold dark matter plus baryons

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    ◆ pk_size

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    int nonlinear::pk_size
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    k_size = total number of pk

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    ◆ k_size

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    int nonlinear::k_size
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    k_size = total number of k values

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    ◆ k

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    double * nonlinear::k
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    k[index_k] = list of k values

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    ◆ tau_size

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    int nonlinear::tau_size
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    tau_size = number of values

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    ◆ tau

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    double * nonlinear::tau
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    tau[index_tau] = list of time values

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    ◆ nl_corr_density [1/2]

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    double * nonlinear::nl_corr_density
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    nl_corr_density[index_pk][index_tau * ppt->k_size + index_k]

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    nl_corr_density[index_tau * ppt->k_size + index_k]

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    ◆ k_nl [1/2]

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    double * nonlinear::k_nl
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    wavenumber at which non-linear corrections become important, defined differently by different non_linear_method's

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    ◆ index_tau_min_nl

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    int nonlinear::index_tau_min_nl
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    index of smallest value of tau at which nonlinear corrections have been computed (so, for tau<tau_min_nl, the array nl_corr_density only contains some factors 1

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    ◆ has_pk_eq

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    short nonlinear::has_pk_eq
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    flag: will we use the pk_eq method?

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    ◆ index_pk_eq_w

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    int nonlinear::index_pk_eq_w
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    index of w in table pk_eq_w_and_Omega

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    ◆ index_pk_eq_Omega_m

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    index of Omega_m in table pk_eq_w_and_Omega

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    number of indices in table pk_eq_w_and_Omega

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    ◆ pk_eq_tau_size

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    number of times (and raws in table pk_eq_w_and_Omega)

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    ◆ pk_eq_tau

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    double* nonlinear::pk_eq_tau
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    table of time values

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    ◆ pk_eq_w_and_Omega

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    double* nonlinear::pk_eq_w_and_Omega
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    table of background quantites

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    ◆ pk_eq_ddw_and_ddOmega

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    double* nonlinear::pk_eq_ddw_and_ddOmega
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    table of second derivatives

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    ◆ nonlinear_verbose

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    short nonlinear::nonlinear_verbose
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    amount of information written in standard output

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    ◆ error_message

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    ErrorMsg nonlinear::error_message
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    zone for writing error messages

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    ◆ nl_corr_density [2/2]

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    double* nonlinear::nl_corr_density
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    nl_corr_density[index_tau * ppt->k_size + index_k]

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    ◆ k_nl [2/2]

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    double* nonlinear::k_nl
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    wavenumber at which non-linear corrections become important, defined differently by different non_linear_method's

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    The documentation for this struct was generated from the following files: -
    -
    - - - - diff --git a/doc/manual/html/structnonlinear.js b/doc/manual/html/structnonlinear.js deleted file mode 100644 index 3bb43652..00000000 --- a/doc/manual/html/structnonlinear.js +++ /dev/null @@ -1,28 +0,0 @@ -var structnonlinear = -[ - [ "method", "structnonlinear.html#aa5256a476f6fa766b8977272715be21a", null ], - [ "has_pk_m", "structnonlinear.html#a187aed56225caf3f06e51f4eb9e6e62a", null ], - [ "has_pk_cb", "structnonlinear.html#a545a784bf86e6304be4e2cf3f71e0a40", null ], - [ "index_pk_m", "structnonlinear.html#a83116d2c8e45607d4b65bc4f627195ab", null ], - [ "index_pk_cb", "structnonlinear.html#ab71f6984b0a86b82ce4bab5d78470461", null ], - [ "pk_size", "structnonlinear.html#ad1989b77431ef92f23f2f291109191a6", null ], - [ "k_size", "structnonlinear.html#a5337c7a8ffea7bb7f178d6bad11b5622", null ], - [ "k", "structnonlinear.html#a6d371ac0fc8dfdef575a5751afd44565", null ], - [ "tau_size", "structnonlinear.html#a65b7e2e5ec57b04277e3797c6953e6ba", null ], - [ "tau", "structnonlinear.html#a58f60e148801438e7291a5ca86dbf088", null ], - [ "nl_corr_density", "structnonlinear.html#a774d3d64ba57a3441c012096f1af7147", null ], - [ "k_nl", "structnonlinear.html#a0cf43f23da9a66bad019e2cdc8c7128e", null ], - [ "index_tau_min_nl", "structnonlinear.html#a7820721d8a03b7a23525c9f2ffc64ea0", null ], - [ "has_pk_eq", "structnonlinear.html#ae559a841b4adf1affba72a9ee7aa6bb1", null ], - [ "index_pk_eq_w", "structnonlinear.html#a5c720896659696f417d34605693c1e58", null ], - [ "index_pk_eq_Omega_m", "structnonlinear.html#ac66d364d9298f36b1484a0a15ea4873d", null ], - [ "pk_eq_size", "structnonlinear.html#ac75dd441d317ae820442c292ee07cf5c", null ], - [ "pk_eq_tau_size", "structnonlinear.html#ac4dca0626fe3ba4625d38e6471d394ad", null ], - [ "pk_eq_tau", "structnonlinear.html#a800f77dc54958d78cd2217e580dbaa12", null ], - [ "pk_eq_w_and_Omega", "structnonlinear.html#a3789820291a5e3bed24b5ab532f6c2c1", null ], - [ "pk_eq_ddw_and_ddOmega", "structnonlinear.html#a9829e53eed43354d6eadd1b4a1a50ca8", null ], - [ "nonlinear_verbose", "structnonlinear.html#a793810d8ed0e8a951293d0d4b1475c46", null ], - [ "error_message", "structnonlinear.html#aea8dcc26882acb6c85a66e1aabcbc6c9", null ], - [ "nl_corr_density", "structnonlinear.html#a488af6d3cc6c44d56fd8cfdf38d4d75b", null ], - [ "k_nl", "structnonlinear.html#afb3529188cde54269e8faeb411f323d4", null ] -]; \ No newline at end of file diff --git a/doc/manual/html/svgpan.js b/doc/manual/html/svgpan.js deleted file mode 100644 index db9fcb97..00000000 --- a/doc/manual/html/svgpan.js +++ /dev/null @@ -1,323 +0,0 @@ -/** - * The code below is based on SVGPan Library 1.2 and was modified for doxygen - * to support both zooming and panning via the mouse and via embedded bottons. - * - * This code is licensed under the following BSD license: - * - * Copyright 2009-2010 Andrea Leofreddi . All rights reserved. - * - * Redistribution and use in source and binary forms, with or without modification, are - * permitted provided that the following conditions are met: - * - * 1. Redistributions of source code must retain the above copyright notice, this list of - * conditions and the following disclaimer. - * - * 2. Redistributions in binary form must reproduce the above copyright notice, this list - * of conditions and the following disclaimer in the documentation and/or other materials - * provided with the distribution. - * - * THIS SOFTWARE IS PROVIDED BY Andrea Leofreddi ``AS IS'' AND ANY EXPRESS OR IMPLIED - * WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND - * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL Andrea Leofreddi OR - * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR - * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR - * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON - * ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF - * ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - * - * The views and conclusions contained in the software and documentation are those of the - * authors and should not be interpreted as representing official policies, either expressed - * or implied, of Andrea Leofreddi. - */ - -var root = document.documentElement; -var state = 'none'; -var stateOrigin; -var stateTf = root.createSVGMatrix(); -var cursorGrab = ' url("data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAA4AAAAOCAMAAAAolt3jAAAAGXRFWHRTb2Z0d2FyZQBBZG9iZSBJbWFnZVJlYWR5ccllPAAAAAlQTFRFAAAA////////c3ilYwAAAAN0Uk5T//8A18oNQQAAAD1JREFUeNp0zlEKACAIA9Bt9z90bZBZkQj29qFBEuBOzQHSnWTTyckEfqUuZgFvslH4ch3qLCO/Kr8cAgwATw4Ax6XRCcoAAAAASUVORK5CYII="), move'; -var zoomSteps = 10; -var zoomInFactor; -var zoomOutFactor; -var windowWidth; -var windowHeight; -var svgDoc; -var minZoom; -var maxZoom; -if (!window) window=this; - -/** - * Show the graph in the middle of the view, scaled to fit - */ -function show() -{ - if (window.innerHeight) // Firefox - { - windowWidth = window.innerWidth; - windowHeight = window.innerHeight; - } - else if (document.documentElement.clientWidth) // Chrome/Safari - { - windowWidth = document.documentElement.clientWidth - windowHeight = document.documentElement.clientHeight - } - if (!windowWidth || !windowHeight) // failsafe - { - windowWidth = 800; - windowHeight = 600; - } - minZoom = Math.min(Math.min(viewHeight,windowHeight)/viewHeight,Math.min(viewWidth,windowWidth)/viewWidth); - maxZoom = minZoom+1.5; - zoomInFactor = Math.pow(maxZoom/minZoom,1.0/zoomSteps); - zoomOutFactor = 1.0/zoomInFactor; - - var g = svgDoc.getElementById('viewport'); - try - { - var bb = g.getBBox(); // this can throw an exception if css { display: none } - var tx = (windowWidth-viewWidth*minZoom+8)/(2*minZoom); - var ty = viewHeight+(windowHeight-viewHeight*minZoom)/(2*minZoom); - var a = 'scale('+minZoom+') rotate(0) translate('+tx+' '+ty+')'; - g.setAttribute('transform',a); - } - catch(e) {} -} - -/** - * Register handlers - */ -function init(evt) -{ - svgDoc = evt.target.ownerDocument; - try { - if (top.window && top.window.registerShow) { // register show function in html doc for dynamic sections - top.window.registerShow(sectionId,show); - } - } catch(e) { - // ugh, we are not allowed to talk to the parent; can happen with Chrome when viewing pages - // locally, since they treat every local page as having a different origin - } - show(); - - setAttributes(root, { - "onmousedown" : "handleMouseDown(evt)", - "onmousemove" : "handleMouseMove(evt)", - "onmouseup" : "handleMouseUp(evt)" - }); - - if (window.addEventListener) - { - if (navigator.userAgent.toLowerCase().indexOf('webkit') >= 0 || - navigator.userAgent.toLowerCase().indexOf("opera") >= 0 || - navigator.appVersion.indexOf("MSIE") != -1) - { - window.addEventListener('mousewheel', handleMouseWheel, false); // Chrome/Safari/IE9 - } - else - { - window.addEventListener('DOMMouseScroll', handleMouseWheel, false); // Others - } - } -} - -window.onresize=function() -{ - if (svgDoc) { show(); } -} - -/** - * Instance an SVGPoint object with given event coordinates. - */ -function getEventPoint(evt) -{ - var p = root.createSVGPoint(); - p.x = evt.clientX; - p.y = evt.clientY; - return p; -} - -/** - * Sets the current transform matrix of an element. - */ -function setCTM(element, matrix) -{ - var s = "matrix(" + matrix.a + "," + matrix.b + "," + matrix.c + "," + matrix.d + "," + matrix.e + "," + matrix.f + ")"; - element.setAttribute("transform", s); -} - -/** - * Sets attributes of an element. - */ -function setAttributes(element, attributes) -{ - for (i in attributes) - element.setAttributeNS(null, i, attributes[i]); -} - -function doZoom(g,point,zoomFactor) -{ - var p = point.matrixTransform(g.getCTM().inverse()); - var k = root.createSVGMatrix().translate(p.x, p.y).scale(zoomFactor).translate(-p.x, -p.y); - var n = g.getCTM().multiply(k); - var s = Math.max(n.a,n.d); - if (s>maxZoom) n=n.translate(p.x,p.y).scale(maxZoom/s).translate(-p.x,-p.y); - else if (s'); - d.write('Print SVG'); - d.write(''); - d.write('
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    CLASS MANUAL -
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    - -
    -
    -
    - -
    - -
    -
    - - -
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    -
    svnversion.h
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    -
    1 #define _SVN_VERSION_ "6142M"
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a.disabled{background:#fff}} \ No newline at end of file diff --git a/doc/manual/html/thermodynamics_8c.html b/doc/manual/html/thermodynamics_8c.html deleted file mode 100644 index 3290daf3..00000000 --- a/doc/manual/html/thermodynamics_8c.html +++ /dev/null @@ -1,1255 +0,0 @@ - - - - - - - -CLASS MANUAL: thermodynamics.c File Reference - - - - - - - - - - - - - - -
    -
    - - - - - - -
    -
    CLASS MANUAL -
    -
    -
    - - - - - - - -
    -
    - -
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    -
    - -
    - -
    -
    - - -
    - -
    - -
    - -
    -
    thermodynamics.c File Reference
    -
    -
    -
    #include "thermodynamics.h"
    -#include "hyrec.h"
    -
    - + Include dependency graph for thermodynamics.c:
    -
    -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

    -Functions

    int thermodynamics_at_z (struct background *pba, struct thermo *pth, double z, short inter_mode, int *last_index, double *pvecback, double *pvecthermo)
     
    int thermodynamics_init (struct precision *ppr, struct background *pba, struct thermo *pth)
     
    int thermodynamics_free (struct thermo *pth)
     
    int thermodynamics_indices (struct thermo *pth, struct recombination *preco, struct reionization *preio)
     
    int thermodynamics_helium_from_bbn (struct precision *ppr, struct background *pba, struct thermo *pth)
     
    int thermodynamics_onthespot_energy_injection (struct precision *ppr, struct background *pba, struct recombination *preco, double z, double *energy_rate, ErrorMsg error_message)
     
    int thermodynamics_energy_injection (struct precision *ppr, struct background *pba, struct recombination *preco, double z, double *energy_rate, ErrorMsg error_message)
     
    int thermodynamics_reionization_function (double z, struct thermo *pth, struct reionization *preio, double *xe)
     
    int thermodynamics_get_xe_before_reionization (struct precision *ppr, struct thermo *pth, struct recombination *preco, double z, double *xe)
     
    int thermodynamics_reionization (struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, struct reionization *preio, double *pvecback)
     
    int thermodynamics_reionization_sample (struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, struct reionization *preio, double *pvecback)
     
    int thermodynamics_recombination (struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, double *pvecback)
     
    int thermodynamics_recombination_with_hyrec (struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, double *pvecback)
     
    int thermodynamics_recombination_with_recfast (struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, double *pvecback)
     
    int thermodynamics_derivs_with_recfast (double z, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
     
    int thermodynamics_merge_reco_and_reio (struct precision *ppr, struct thermo *pth, struct recombination *preco, struct reionization *preio)
     
    int thermodynamics_output_titles (struct background *pba, struct thermo *pth, char titles[_MAXTITLESTRINGLENGTH_])
     
    -

    Detailed Description

    -

    Documented thermodynamics module

    -

    Julien Lesgourgues, 6.09.2010

    -

    Deals with the thermodynamical evolution. This module has two purposes:

    -
      -
    • at the beginning, to initialize the thermodynamics, i.e. to integrate the thermodynamical equations, and store all thermodynamical quantities as a function of redshift inside an interpolation table. The current version of recombination is based on RECFAST v1.5. The current version of reionization is based on exactly the same reionization function as in CAMB, in order to make allow for comparison. It should be easy to generalize the module to more complicated reionization histories.
    • -
    • to provide a routine which allow other modules to evaluate any thermodynamical quantities at a given redshift value (by interpolating within the interpolation table).
    • -
    -

    The logic is the following:

    -
      -
    • in a first step, the code assumes that there is no reionization, and computes the ionization fraction, Thomson scattering rate, baryon temperature, etc., using RECFAST. The result is stored in a temporary table 'recombination_table' (within a temporary structure of type 'recombination') for each redshift in a range 0 < z < z_initial. The sampling in z space is done with a simple linear step size.
    • -
    • in a second step, the code adds the reionization history, starting from a redshift z_reio_start. The ionization fraction at this redshift is read in the previous recombination table in order to ensure a perfect matching. The code computes the ionization fraction, Thomson scattering rate, baryon temperature, etc., using a given parametrization of the reionization history. The result is stored in a temporary table 'reionization_table' (within a temporary structure of type 'reionization') for each redshift in the range 0 < z < z_reio_start. The sampling in z space is found automatically, given the precision parameter 'reionization_sampling'.
    • -
    • in a third step, the code merges the two tables 'recombination_table' and 'reionization_table' inside the table 'thermodynamics_table', and the temporary structures 'recombination' and 'reionization' are freed. In 'thermodynamics_table', the sampling in z space is the one defined in the recombination algorithm for z_reio_start < z < z_initial, and the one defined in the reionization algorithm for 0 < z < z_reio_start.
    • -
    • at this stage, only a few columns in the table 'thermodynamics_table' have been filled. In a fourth step, the remaining columns are filled, using some numerical integration/derivation routines from the 'array.c' tools module.
    • -
    • small detail: one of the columns contains the maximum variation rate of a few relevant thermodynamical quantities. This rate will be used for defining automatically the sampling step size in the perturbation module. Hence, the exact value of this rate is unimportant, but its order of magnitude at a given z defines the sampling precision of the perturbation module. Hence, it is harmless to use a smoothing routine in order to make this rate look nicer, although this will not affect the final result significantly. The last step in the thermodynamics_init module is to perform this smoothing.
    • -
    -

    In summary, the following functions can be called from other modules:

    -
      -
    1. thermodynamics_init() at the beginning (but after background_init())
    2. -
    3. thermodynamics_at_z() at any later time
    4. -
    5. thermodynamics_free() at the end, when no more calls to thermodynamics_at_z() are needed
    6. -
    -

    Function Documentation

    - -

    ◆ thermodynamics_at_z()

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_at_z (struct backgroundpba,
    struct thermopth,
    double z,
    short inter_mode,
    int * last_index,
    double * pvecback,
    double * pvecthermo 
    )
    -
    -

    Thermodynamics quantities at given redshift z.

    -

    Evaluates all thermodynamics quantities at a given value of the redshift by reading the pre-computed table and interpolating.

    -
    Parameters
    - - - - - - - - -
    pbaInput: pointer to background structure
    pthInput: pointer to the thermodynamics structure (containing pre-computed table)
    zInput: redshift
    inter_modeInput: interpolation mode (normal or growing_closeby)
    last_indexInput/Output: index of the previous/current point in the interpolation array (input only for closeby mode, output for both)
    pvecbackInput: vector of background quantities (used only in case z>z_initial for getting ddkappa and dddkappa; in that case, should be already allocated and filled, with format short_info or larger; in other cases, will be ignored)
    pvecthermoOutput: vector of thermodynamics quantities (assumed to be already allocated)
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • interpolate in table with array_interpolate_spline() (normal mode) or array_interpolate_spline_growing_closeby() (closeby mode)
    • -
    - -
    -
    - -

    ◆ thermodynamics_init()

    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_init (struct precisionppr,
    struct backgroundpba,
    struct thermopth 
    )
    -
    -

    Initialize the thermo structure, and in particular the thermodynamics interpolation table.

    -
    Parameters
    - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput/Output: pointer to initialized thermo structure
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • initialize pointers, allocate background vector
    • -
    • compute and check primordial Helium fraction
    • -
    • check energy injection parameters
    • -
    • assign values to all indices in the structures with thermodynamics_indices()
    • -
    • solve recombination and store values of $ z, x_e, d \kappa / d \tau, T_b, c_b^2 $ with thermodynamics_recombination()
    • -
    • if there is reionization, solve reionization and store values of $ z, x_e, d \kappa / d \tau, T_b, c_b^2 $ with thermodynamics_reionization()
    • -
    • merge tables in recombination and reionization structures into a single table in thermo structure
    • -
    • compute table of corresponding conformal times
    • -
    • store initial value of conformal time in the structure
    • -
    • fill missing columns (quantities not computed previously but related)
    • -
    • –> baryon drag interaction rate time minus one, -[1/R * kappa'], with R = 3 rho_b / 4 rho_gamma, stored temporarily in column ddkappa
    • -
    • –> second derivative of this rate, -[1/R * kappa']'', stored temporarily in column dddkappa
    • -
    • –> compute tau_d = [int_{tau_today}^{tau} dtau -dkappa_d/dtau]
    • -
    • –> compute r_d = 2pi/k_d = 2pi * [int_{tau_ini}^{tau} dtau (1/kappa') (R^2+4/5(1+R))/(1+R^2)/6 ]^1/2 (see e.g. Wayne Hu's thesis eq. (5.59)
    • -
    • –> second derivative with respect to tau of dkappa (in view of spline interpolation)
    • -
    • –> first derivative with respect to tau of dkappa (using spline interpolation)
    • -
    • –> compute -kappa = [int_{tau_today}^{tau} dtau dkappa/dtau], store temporarily in column "g"
    • -
    • –> derivatives of baryon sound speed (only computed if some non-minimal tight-coupling schemes is requested)
    • -
    • —> second derivative with respect to tau of cb2
    • -
    • —> first derivative with respect to tau of cb2 (using spline interpolation)
    • -
    • –> compute visibility: $ g= (d \kappa/d \tau) e^{- \kappa} $
    • -
    • —> compute g
    • -
    • —> compute exp(-kappa)
    • -
    • —> compute g' (the plus sign of the second term is correct, see def of -kappa in thermodynamics module!)
    • -
    • —> compute g''
    • -
    • —> store g
    • -
    • —> compute variation rate
    • -
    • smooth the rate (details of smoothing unimportant: only the order of magnitude of the rate matters)
    • -
    • fill tables of second derivatives with respect to z (in view of spline interpolation)
    • -
    • find maximum of g
    • -
    • find conformal recombination time using background_tau_of_z()
    • -
    • find damping scale at recombination (using linear interpolation)
    • -
    • find time (always after recombination) at which tau_c/tau falls below some threshold, defining tau_free_streaming
    • -
    • find baryon drag time (when tau_d crosses one, using linear interpolation) and sound horizon at that time
    • -
    • find time above which visibility falls below a given fraction of its maximum
    • -
    • if verbose flag set to next-to-minimum value, print the main results
    • -
    - -
    -
    - -

    ◆ thermodynamics_free()

    - -
    -
    - - - - - - - - -
    int thermodynamics_free (struct thermopth)
    -
    -

    Free all memory space allocated by thermodynamics_init().

    -
    Parameters
    - - -
    pthInput/Output: pointer to thermo structure (to be freed)
    -
    -
    -
    Returns
    the error status
    - -
    -
    - -

    ◆ thermodynamics_indices()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_indices (struct thermopth,
    struct recombinationpreco,
    struct reionizationpreio 
    )
    -
    -

    Assign value to each relevant index in vectors of thermodynamical quantities, as well as in vector containing reionization parameters.

    -
    Parameters
    - - - - -
    pthInput/Output: pointer to thermo structure
    precoInput/Output: pointer to recombination structure
    preioInput/Output: pointer to reionization structure
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • initialization of all indices and flags in thermo structure
    • -
    • initialization of all indices and flags in recombination structure
    • -
    • initialization of all indices and flags in reionization structure
    • -
    • same with parameters of the function $ X_e(z)$
    • -
    - -
    -
    - -

    ◆ thermodynamics_helium_from_bbn()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_helium_from_bbn (struct precisionppr,
    struct backgroundpba,
    struct thermopth 
    )
    -
    -

    Infer the primordial helium fraction from standard BBN, as a function of the baryon density and expansion rate during BBN.

    -

    This module is simpler then the one used in arXiv:0712.2826 because it neglects the impact of a possible significant chemical potentials for electron neutrinos. The full code with xi_nu_e could be introduced here later.

    -
    Parameters
    - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput/Output: pointer to initialized thermo structure
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • Infer effective number of neutrinos at the time of BBN
    • -
    • 8.6173e-11 converts from Kelvin to MeV. We randomly choose 0.1 MeV to be the temperature of BBN
    • -
    • compute Delta N_eff as defined in bbn file, i.e. $ \Delta N_{eff}=0$ means $ N_{eff}=3.046$
    • -
    • spline in one dimension (along deltaN)
    • -
    • interpolate in one dimension (along deltaN)
    • -
    • spline in remaining dimension (along omegab)
    • -
    • interpolate in remaining dimension (along omegab)
    • -
    • deallocate arrays
    • -
    - -
    -
    - -

    ◆ thermodynamics_onthespot_energy_injection()

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    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_onthespot_energy_injection (struct precisionppr,
    struct backgroundpba,
    struct recombinationpreco,
    double z,
    double * energy_rate,
    ErrorMsg error_message 
    )
    -
    -

    In case of non-minimal cosmology, this function determines the energy rate injected in the IGM at a given redshift z (= on-the-spot annihilation). This energy injection may come e.g. from dark matter annihilation or decay.

    -
    Parameters
    - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    precoInput: pointer to recombination structure
    zInput: redshift
    energy_rateOutput: energy density injection rate
    error_messageOutput: error message
    -
    -
    -
    Returns
    the error status
    - -
    -
    - -

    ◆ thermodynamics_energy_injection()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_energy_injection (struct precisionppr,
    struct backgroundpba,
    struct recombinationpreco,
    double z,
    double * energy_rate,
    ErrorMsg error_message 
    )
    -
    -

    In case of non-minimal cosmology, this function determines the effective energy rate absorbed by the IGM at a given redshift (beyond the on-the-spot annihilation). This energy injection may come e.g. from dark matter annihilation or decay.

    -
    Parameters
    - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    precoInput: pointer to recombination structure
    zInput: redshift
    energy_rateOutput: energy density injection rate
    error_messageOutput: error message
    -
    -
    -
    Returns
    the error status
    - -
    -
    - -

    ◆ thermodynamics_reionization_function()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_reionization_function (double z,
    struct thermopth,
    struct reionizationpreio,
    double * xe 
    )
    -
    -

    This subroutine contains the reionization function $ X_e(z) $ (one for each scheme; so far, only the function corresponding to the reio_camb scheme is coded)

    -
    Parameters
    - - - - - -
    zInput: redshift
    pthInput: pointer to thermo structure, to know which scheme is used
    preioInput: pointer to reionization structure, containing the parameters of the function $ X_e(z) $
    xeOutput: $ X_e(z) $
    -
    -
    -

    Summary:

    -
      -
    • define local variables
    • -
    • implementation of ionization function similar to the one in CAMB
    • -
    • –> case z > z_reio_start
    • -
    • –> case z < z_reio_start: hydrogen contribution (tanh of complicated argument)
    • -
    • –> case z < z_reio_start: helium contribution (tanh of simpler argument)
    • -
    • implementation of binned ionization function similar to astro-ph/0606552
    • -
    • –> case z > z_reio_start
    • -
    • implementation of many tanh jumps
    • -
    • –> case z > z_reio_start
    • -
    • implementation of reio_inter
    • -
    • –> case z > z_reio_start
    • -
    - -
    -
    - -

    ◆ thermodynamics_get_xe_before_reionization()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_get_xe_before_reionization (struct precisionppr,
    struct thermopth,
    struct recombinationpreco,
    double z,
    double * xe 
    )
    -
    -

    This subroutine reads $ X_e(z) $ in the recombination table at the time at which reionization starts. Hence it provides correct initial conditions for the reionization function.

    -
    Parameters
    - - - - - - -
    pprInput: pointer to precision structure
    pthInput: pointer to thermo structure
    precoInput: pointer to recombination structure
    zInput: redshift z_reio_start
    xeOutput: $ X_e(z) $ at z
    -
    -
    - -
    -
    - -

    ◆ thermodynamics_reionization()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_reionization (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct recombinationpreco,
    struct reionizationpreio,
    double * pvecback 
    )
    -
    -

    This routine computes the reionization history. In the reio_camb scheme, this is straightforward if the input parameter is the reionization redshift. If the input is the optical depth, need to find z_reio by dichotomy (trying several z_reio until the correct tau_reio is approached).

    -
    Parameters
    - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermo structure
    precoInput: pointer to filled recombination structure
    preioInput/Output: pointer to reionization structure (to be filled)
    pvecbackInput: vector of background quantities (used as workspace: must be already allocated, with format short_info or larger, but does not need to be filled)
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • allocate the vector of parameters defining the function $ X_e(z) $
    • -
    • (a) if reionization implemented like in CAMB
    • -
    • –> set values of these parameters, excepted those depending on the reionization redshift
    • -
    • –> if reionization redshift given as an input, initialize the remaining values and fill reionization table
    • -
    • –> if reionization optical depth given as an input, find reionization redshift by dichotomy and initialize the remaining values
    • -
    • (b) if reionization implemented with reio_bins_tanh scheme
    • -
    • (c) if reionization implemented with reio_many_tanh scheme
    • -
    • (d) if reionization implemented with reio_inter scheme
    • -
    - -
    -
    - -

    ◆ thermodynamics_reionization_sample()

    - -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_reionization_sample (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct recombinationpreco,
    struct reionizationpreio,
    double * pvecback 
    )
    -
    -

    For fixed input reionization parameters, this routine computes the reionization history and fills the reionization table.

    -
    Parameters
    - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermo structure
    precoInput: pointer to filled recombination structure
    preioInput/Output: pointer to reionization structure (to be filled)
    pvecbackInput: vector of background quantities (used as workspace: must be already allocated, with format short_info or larger, but does not need to be filled)
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • (a) allocate vector of values related to reionization
    • -
    • (b) create a growTable with gt_init()
    • -
    • (c) first line is taken from thermodynamics table, just before reionization starts
    • -
    • –> look where to start in current thermodynamics table
    • -
    • –> get redshift
    • -
    • –> get $ X_e $
    • -
    • –> get $ d \kappa / d z = (d \kappa / d \tau) * (d \tau / d z) = - (d \kappa / d \tau) / H $
    • -
    • –> get baryon temperature
    • -
    • –> after recombination, Tb scales like (1+z)**2. Compute constant factor Tb/(1+z)**2.
    • -
    • –> get baryon sound speed
    • -
    • –> store these values in growing table
    • -
    • (d) set the maximum step value (equal to the step in thermodynamics table)
    • -
    • (e) loop over redshift values in order to find values of z, x_e, kappa' (Tb and cb2 found later by integration). The sampling in z space is found here.
    • -
    • (f) allocate reionization_table with correct size
    • -
    • (g) retrieve data stored in the growTable with gt_getPtr()
    • -
    • (h) copy growTable to reionization_temporary_table (invert order of lines, so that redshift is growing, like in recombination table)
    • -
    • (i) free the growTable with gt_free() , free vector of reionization variables
    • -
    • (j) another loop on z, to integrate equation for Tb and to compute cb2
    • -
    • –> derivative of baryon temperature
    • -
    • –> increment baryon temperature
    • -
    • –> get baryon sound speed
    • -
    • –> spline $ d \tau / dz $ with respect to z in view of integrating for optical depth
    • -
    • –> integrate for optical depth
    • -
    - -
    -
    - -

    ◆ thermodynamics_recombination()

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    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_recombination (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct recombinationpreco,
    double * pvecback 
    )
    -
    -

    Integrate thermodynamics with your favorite recombination code.

    - -
    -
    - -

    ◆ thermodynamics_recombination_with_hyrec()

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    int thermodynamics_recombination_with_hyrec (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct recombinationpreco,
    double * pvecback 
    )
    -
    -

    Integrate thermodynamics with HyRec.

    -

    Integrate thermodynamics with HyRec, allocate and fill the part of the thermodynamics interpolation table (the rest is filled in thermodynamics_init()). Called once by thermodynamics_recombination(), from thermodynamics_init().

    -
                HYREC: Hydrogen and Helium Recombination Code
    -    Written by Yacine Ali-Haimoud and Chris Hirata (Caltech)
    -
    Parameters
    - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    precoOutput: pointer to recombination structure
    pvecbackInput: pointer to an allocated (but empty) vector of background variables
    -
    -
    -

    Summary:

    -
      -
    • Fill hyrec parameter structure
    • -
    • Build effective rate tables
    • -
    • distribute addresses for each table
    • -
    • Normalize 2s–1s differential decay rate to L2s1s (can be set by user in hydrogen.h)
    • -
    • Compute the recombination history by calling a function in hyrec (no CLASS-like error management here)
    • -
    • fill a few parameters in preco and pth
    • -
    • allocate memory for thermodynamics interpolation tables (size known in advance) and fill it
    • -
    • –> get redshift, corresponding results from hyrec, and background quantities
    • -
    • –> store the results in the table
    • -
    - -
    -
    - -

    ◆ thermodynamics_recombination_with_recfast()

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    int thermodynamics_recombination_with_recfast (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct recombinationpreco,
    double * pvecback 
    )
    -
    -

    Integrate thermodynamics with RECFAST.

    -

    Integrate thermodynamics with RECFAST, allocate and fill the part of the thermodynamics interpolation table (the rest is filled in thermodynamics_init()). Called once by thermodynamics_recombination, from thermodynamics_init().

    -

    RECFAST is an integrator for Cosmic Recombination of Hydrogen and Helium, developed by Douglas Scott (dscot.nosp@m.t@as.nosp@m.tro.u.nosp@m.bc.c.nosp@m.a) based on calculations in the paper Seager, Sasselov & Scott (ApJ, 523, L1, 1999). and "fudge" updates in Wong, Moss & Scott (2008).

    -

    Permission to use, copy, modify and distribute without fee or royalty at any tier, this software and its documentation, for any purpose and without fee or royalty is hereby granted, provided that you agree to comply with the following copyright notice and statements, including the disclaimer, and that the same appear on ALL copies of the software and documentation, including modifications that you make for internal use or for distribution:

    -

    Copyright 1999-2010 by University of British Columbia. All rights reserved.

    -

    THIS SOFTWARE IS PROVIDED "AS IS", AND U.B.C. MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, U.B.C. MAKES NO REPRESENTATIONS OR WARRANTIES OF MERCHANTABILITY OR FITNESS FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF THE LICENSED SOFTWARE OR DOCUMENTATION WILL NOT INFRINGE ANY THIRD PARTY PATENTS, COPYRIGHTS, TRADEMARKS OR OTHER RIGHTS.

    -

    Version 1.5: includes extra fitting function from Rubino-Martin et al. arXiv:0910.4383v1 [astro-ph.CO]

    -
    Parameters
    - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    precoOutput: pointer to recombination structure
    pvecbackInput: pointer to an allocated (but empty) vector of background variables
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    Returns
    the error status
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    Summary:

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    • define local variables
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    • allocate memory for thermodynamics interpolation tables (size known in advance)
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    • initialize generic integrator with initialize_generic_integrator()
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    • read a few precision/cosmological parameters
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    • define the fields of the 'thermodynamics parameter and workspace' structure
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    • impose initial conditions at early times
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    • loop over redshift steps Nz; integrate over each step with generic_integrator(), store the results in the table using thermodynamics_derivs_with_recfast()
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    • –> first approximation: H and Helium fully ionized
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    • –> second approximation: first Helium recombination (analytic approximation)
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    • –> third approximation: first Helium recombination completed
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    • –> fourth approximation: second Helium recombination starts (analytic approximation)
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    • –> fifth approximation: second Helium recombination (full evolution for Helium), H recombination starts (analytic approximation)
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    • –> last case: full evolution for H and Helium
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    • –> store the results in the table
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    • cleanup generic integrator with cleanup_generic_integrator()
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    ◆ thermodynamics_derivs_with_recfast()

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    int thermodynamics_derivs_with_recfast (double z,
    double * y,
    double * dy,
    void * parameters_and_workspace,
    ErrorMsg error_message 
    )
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    Subroutine evaluating the derivative with respect to redshift of thermodynamical quantities (from RECFAST version 1.4).

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    Computes derivatives of the three variables to integrate: $ d x_H / dz, d x_{He} / dz, d T_{mat} / dz $.

    -

    This is one of the few functions in the code which are passed to the generic_integrator() routine. Since generic_integrator() should work with functions passed from various modules, the format of the arguments is a bit special:

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      -
    • fixed parameters and workspaces are passed through a generic pointer. Here, this pointer contains the precision, background and recombination structures, plus a background vector, but generic_integrator() doesn't know its fine structure.
    • -
    • the error management is a bit special: errors are not written as usual to pth->error_message, but to a generic error_message passed in the list of arguments.
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    Parameters
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    zInput: redshift
    yInput: vector of variable to integrate
    dyOutput: its derivative (already allocated)
    parameters_and_workspaceInput: pointer to fixed parameters (e.g. indices) and workspace (already allocated)
    error_messageOutput: error message
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    ◆ thermodynamics_merge_reco_and_reio()

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    int thermodynamics_merge_reco_and_reio (struct precisionppr,
    struct thermopth,
    struct recombinationpreco,
    struct reionizationpreio 
    )
    -
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    This routine merges the two tables 'recombination_table' and 'reionization_table' inside the table 'thermodynamics_table', and frees the temporary structures 'recombination' and 'reionization'.

    -
    Parameters
    - - - - - -
    pprInput: pointer to precision structure
    pthInput/Output: pointer to thermo structure
    precoInput: pointer to filled recombination structure
    preioInput: pointer to reionization structure
    -
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    Returns
    the error status
    -

    Summary:

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      -
    • define local variables
    • -
    • first, a little check that the two tables match each other and can be merged
    • -
    • find number of redshift in full table = number in reco + number in reio - overlap
    • -
    • allocate arrays in thermo structure
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    • fill these arrays
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    • free the temporary structures
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    ◆ thermodynamics_output_titles()

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    int thermodynamics_output_titles (struct backgroundpba,
    struct thermopth,
    char titles[_MAXTITLESTRINGLENGTH_] 
    )
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    Subroutine for formatting thermodynamics output

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    -Data Structures

    struct  thermo
     
    struct  recombination
     
    struct  reionization
     
    struct  thermodynamics_parameters_and_workspace
     
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    -Macros

    #define f1(x)   (-0.75*x*(x*x/3.-1.)+0.5)
     
    #define f2(x)   (x*x*(0.5-x/3.)*6.)
     
    #define _YHE_BIG_   0.5
     
    #define _YHE_SMALL_   0.01
     
    - - - - - - - -

    -Enumerations

    enum  recombination_algorithm
     
    enum  reionization_parametrization {
    -  reio_none, -reio_camb, -reio_bins_tanh, -reio_half_tanh, -
    -  reio_many_tanh, -reio_inter -
    - }
     
    enum  reionization_z_or_tau { reio_z, -reio_tau - }
     
    -

    Detailed Description

    -

    Documented includes for thermodynamics module

    -

    Data Structure Documentation

    - -

    ◆ thermo

    - -
    -
    - - - - -
    struct thermo
    -
    -

    All thermodynamics parameters and evolution that other modules need to know.

    -

    Once initialized by thermodynamics_init(), contains all the necessary information on the thermodynamics, and in particular, a table of thermodynamical quantities as a function of the redshift, used for interpolation in other modules.

    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    Data Fields
    -double -YHe -

    $ Y_{He} $: primordial helium fraction

    -
    -enum recombination_algorithm -recombination -

    recombination code

    -
    -enum reionization_parametrization -reio_parametrization -

    reionization scheme

    -
    -enum reionization_z_or_tau -reio_z_or_tau -

    is the input parameter the reionization redshift or optical depth?

    -
    -double -tau_reio -

    if above set to tau, input value of reionization optical depth

    -
    -double -z_reio -

    if above set to z, input value of reionization redshift

    -
    -short -compute_cb2_derivatives -

    do we want to include in computation derivatives of baryon sound speed?

    -
    -short -compute_damping_scale -

    do we want to compute the simplest analytic approximation to the photon damping (or diffusion) scale?

    -
    -double -reionization_width -

    parameters for reio_camb width of H reionization

    -
    -double -reionization_exponent -

    shape of H reionization

    -
    -double -helium_fullreio_redshift -

    redshift for of helium reionization

    -
    -double -helium_fullreio_width -

    width of helium reionization

    -
    -int -binned_reio_num -

    parameters for reio_bins_tanh with how many bins do we want to describe reionization?

    -
    -double * -binned_reio_z -

    central z value for each bin

    -
    -double * -binned_reio_xe -

    imposed $ X_e(z)$ value at center of each bin

    -
    -double -binned_reio_step_sharpness -

    sharpness of tanh() step interpolating between binned values

    -
    -int -many_tanh_num -

    parameters for reio_many_tanh with how many jumps do we want to describe reionization?

    -
    -double * -many_tanh_z -

    central z value for each tanh jump

    -
    -double * -many_tanh_xe -

    imposed $ X_e(z)$ value at the end of each jump (ie at later times)

    -
    -double -many_tanh_width -

    sharpness of tanh() steps

    -
    -int -reio_inter_num -

    parameters for reio_inter with how many jumps do we want to describe reionization?

    -
    -double * -reio_inter_z -

    discrete z values

    -
    -double * -reio_inter_xe -

    discrete $ X_e(z)$ values

    -
    -double -annihilation -

    parameters for energy injection

    -
    -short -has_on_the_spot -

    parameter describing CDM annihilation (f <sigma*v> / m_cdm, see e.g. 0905.0003)

    -
    -double -decay -

    flag to specify if we want to use the on-the-spot approximation

    -
    -double -annihilation_variation -

    parameter describing CDM decay (f/tau, see e.g. 1109.6322)

    -
    -double -annihilation_z -

    if this parameter is non-zero, the function F(z)=(f <sigma*v> / m_cdm)(z) will be a parabola in log-log scale between zmin and zmax, with a curvature given by annihlation_variation (must be negative), and with a maximum in zmax; it will be constant outside this range

    -
    -double -annihilation_zmax -

    if annihilation_variation is non-zero, this is the value of z at which the parameter annihilation is defined, i.e. F(annihilation_z)=annihilation

    -
    -double -annihilation_zmin -

    if annihilation_variation is non-zero, redshift above which annihilation rate is maximal

    -
    -double -annihilation_f_halo -

    if annihilation_variation is non-zero, redshift below which annihilation rate is constant

    -
    -double -annihilation_z_halo -

    takes the contribution of DM annihilation in halos into account

    -
    -int -index_th_xe -

    ionization fraction $ x_e $

    -
    -int -index_th_dkappa -

    Thomson scattering rate $ d \kappa / d \tau$ (units 1/Mpc)

    -
    -int -index_th_tau_d -

    Baryon drag optical depth

    -
    -int -index_th_ddkappa -

    scattering rate derivative $ d^2 \kappa / d \tau^2 $

    -
    -int -index_th_dddkappa -

    scattering rate second derivative $ d^3 \kappa / d \tau^3 $

    -
    -int -index_th_exp_m_kappa -

    $ exp^{-\kappa} $

    -
    -int -index_th_g -

    visibility function $ g = (d \kappa / d \tau) * exp^{-\kappa} $

    -
    -int -index_th_dg -

    visibility function derivative $ (d g / d \tau) $

    -
    -int -index_th_ddg -

    visibility function second derivative $ (d^2 g / d \tau^2) $

    -
    -int -index_th_Tb -

    baryon temperature $ T_b $

    -
    -int -index_th_cb2 -

    squared baryon sound speed $ c_b^2 $

    -
    -int -index_th_dcb2 -

    derivative wrt conformal time of squared baryon sound speed $ d [c_b^2] / d \tau $ (only computed if some non-minimal tight-coupling schemes is requested)

    -
    -int -index_th_ddcb2 -

    second derivative wrt conformal time of squared baryon sound speed $ d^2 [c_b^2] / d \tau^2 $ (only computed if some non0-minimal tight-coupling schemes is requested)

    -
    -int -index_th_rate -

    maximum variation rate of $ exp^{-\kappa}$, g and $ (d g / d \tau) $, used for computing integration step in perturbation module

    -
    -int -index_th_r_d -

    simple analytic approximation to the photon comoving damping scale

    -
    -int -th_size -

    size of thermodynamics vector

    -
    -int -tt_size -

    number of lines (redshift steps) in the tables

    -
    -double * -z_table -

    vector z_table[index_z] with values of redshift (vector of size tt_size)

    -
    -double * -thermodynamics_table -

    table thermodynamics_table[index_z*pth->tt_size+pba->index_th] with all other quantities (array of size th_size*tt_size)

    -
    -double * -d2thermodynamics_dz2_table -

    table d2thermodynamics_dz2_table[index_z*pth->tt_size+pba->index_th] with values of $ d^2 t_i / dz^2 $ (array of size th_size*tt_size)

    -
    -double -z_rec -

    z at which the visibility reaches its maximum (= recombination redshift)

    -
    -double -tau_rec -

    conformal time at which the visibility reaches its maximum (= recombination time)

    -
    -double -rs_rec -

    comoving sound horizon at recombination

    -
    -double -ds_rec -

    physical sound horizon at recombination

    -
    -double -ra_rec -

    conformal angular diameter distance to recombination

    -
    -double -da_rec -

    physical angular diameter distance to recombination

    -
    -double -rd_rec -

    comoving photon damping scale at recombination

    -
    -double -z_d -

    baryon drag redshift

    -
    -double -tau_d -

    baryon drag time

    -
    -double -ds_d -

    physical sound horizon at baryon drag

    -
    -double -rs_d -

    comoving sound horizon at baryon drag

    -
    -double -tau_cut -

    at at which the visibility goes below a fixed fraction of the maximum visibility, used for an approximation in perturbation module

    -
    -double -angular_rescaling -

    [ratio ra_rec / (tau0-tau_rec)]: gives CMB rescaling in angular space relative to flat model (=1 for curvature K=0)

    -
    -double -tau_free_streaming -

    minimum value of tau at which sfree-streaming approximation can be switched on

    -
    -double -tau_ini -

    initial conformal time at which thermodynamical variables have been be integrated

    -
    -double -n_e -

    total number density of electrons today (free or not)

    -
    -short -inter_normal -

    flag for calling thermodynamics_at_z and find position in interpolation table normally

    -
    -short -inter_closeby -

    flag for calling thermodynamics_at_z and find position in interpolation table starting from previous position in previous call

    -
    -short -thermodynamics_verbose -

    flag regulating the amount of information sent to standard output (none if set to zero)

    -
    -ErrorMsg -error_message -

    zone for writing error messages

    -
    - -
    -
    - -

    ◆ recombination

    - -
    -
    - - - - -
    struct recombination
    -
    -

    Temporary structure where all the recombination history is defined and stored.

    -

    This structure is used internally by the thermodynamics module, but never passed to other modules.

    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    Data Fields
    -int -index_re_z -

    redshift $ z $

    -
    -int -index_re_xe -

    ionization fraction $ x_e $

    -
    -int -index_re_Tb -

    baryon temperature $ T_b $

    -
    -int -index_re_cb2 -

    squared baryon sound speed $ c_b^2 $

    -
    -int -index_re_dkappadtau -

    Thomson scattering rate $ d \kappa / d \tau $ (units 1/Mpc)

    -
    -int -re_size -

    size of this vector

    -
    -int -rt_size -

    number of lines (redshift steps) in the table

    -
    -double * -recombination_table -

    table recombination_table[index_z*preco->re_size+index_re] with all other quantities (array of size preco->rt_size*preco->re_size)

    -
    -double -CDB -

    defined as in RECFAST

    -
    -double -CR -

    defined as in RECFAST

    -
    -double -CK -

    defined as in RECFAST

    -
    -double -CL -

    defined as in RECFAST

    -
    -double -CT -

    defined as in RECFAST

    -
    -double -fHe -

    defined as in RECFAST

    -
    -double -CDB_He -

    defined as in RECFAST

    -
    -double -CK_He -

    defined as in RECFAST

    -
    -double -CL_He -

    defined as in RECFAST

    -
    -double -fu -

    defined as in RECFAST

    -
    -double -H_frac -

    defined as in RECFAST

    -
    -double -Tnow -

    defined as in RECFAST

    -
    -double -Nnow -

    defined as in RECFAST

    -
    -double -Bfact -

    defined as in RECFAST

    -
    -double -CB1 -

    defined as in RECFAST

    -
    -double -CB1_He1 -

    defined as in RECFAST

    -
    -double -CB1_He2 -

    defined as in RECFAST

    -
    -double -H0 -

    defined as in RECFAST

    -
    -double -YHe -

    defined as in RECFAST

    -
    -double -annihilation -

    parameter describing CDM annihilation (f <sigma*v> / m_cdm, see e.g. 0905.0003)

    -
    -short -has_on_the_spot -

    flag to specify if we want to use the on-the-spot approximation

    -
    -double -decay -

    parameter describing CDM decay (f/tau, see e.g. 1109.6322)

    -
    -double -annihilation_variation -

    if this parameter is non-zero, the function F(z)=(f <sigma*v> / m_cdm)(z) will be a parabola in log-log scale between zmin and zmax, with a curvature given by annihlation_variation (must be negative), and with a maximum in zmax; it will be constant outside this range

    -
    -double -annihilation_z -

    if annihilation_variation is non-zero, this is the value of z at which the parameter annihilation is defined, i.e. F(annihilation_z)=annihilation

    -
    -double -annihilation_zmax -

    if annihilation_variation is non-zero, redshift above which annihilation rate is maximal

    -
    -double -annihilation_zmin -

    if annihilation_variation is non-zero, redshift below which annihilation rate is constant

    -
    -double -annihilation_f_halo -

    takes the contribution of DM annihilation in halos into account

    -
    -double -annihilation_z_halo -

    characteristic redshift for DM annihilation in halos

    -
    - -
    -
    - -

    ◆ reionization

    - -
    -
    - - - - -
    struct reionization
    -
    -

    Temporary structure where all the reionization history is defined and stored.

    -

    This structure is used internally by the thermodynamics module, but never passed to other modules.

    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    Data Fields
    -int -index_re_z -

    redshift $ z $

    -
    -int -index_re_xe -

    ionization fraction $ x_e $

    -
    -int -index_re_Tb -

    baryon temperature $ T_b $

    -
    -int -index_re_cb2 -

    squared baryon sound speed $ c_b^2 $

    -
    -int -index_re_dkappadtau -

    Thomson scattering rate $ d \kappa / d \tau$ (units 1/Mpc)

    -
    -int -index_re_dkappadz -

    Thomson scattering rate with respect to redshift $ d \kappa / d z$ (units 1/Mpc)

    -
    -int -index_re_d3kappadz3 -

    second derivative of previous quantity with respect to redshift

    -
    -int -re_size -

    size of this vector

    -
    -int -rt_size -

    number of lines (redshift steps) in the table

    -
    -double * -reionization_table -

    table reionization_table[index_z*preio->re_size+index_re] with all other quantities (array of size preio->rt_size*preio->re_size)

    -
    -double -reionization_optical_depth -

    reionization optical depth inferred from reionization history

    -
    -int -index_reio_redshift -

    hydrogen reionization redshift

    -
    -int -index_reio_exponent -

    an exponent used in the function x_e(z) in the reio_camb scheme

    -
    -int -index_reio_width -

    a width defining the duration of hydrogen reionization in the reio_camb scheme

    -
    -int -index_reio_xe_before -

    ionization fraction at redshift 'reio_start'

    -
    -int -index_reio_xe_after -

    ionization fraction after full reionization

    -
    -int -index_helium_fullreio_fraction -

    helium full reionization fraction inferred from primordial helium fraction

    -
    -int -index_helium_fullreio_redshift -

    helium full reionization redshift

    -
    -int -index_helium_fullreio_width -

    a width defining the duration of helium full reionization in the reio_camb scheme

    -
    -int -reio_num_z -

    number of reionization jumps

    -
    -int -index_reio_first_z -

    redshift at which we start to impose reionization function

    -
    -int -index_reio_first_xe -

    ionization fraction at redshift first_z (inferred from recombination code)

    -
    -int -index_reio_step_sharpness -

    sharpness of tanh jump

    -
    -int -index_reio_start -

    redshift above which hydrogen reionization neglected

    -
    -double * -reionization_parameters -

    vector containing all reionization parameters necessary to compute xe(z)

    -
    -int -reio_num_params -

    length of vector reionization_parameters

    -
    -int -index_reco_when_reio_start -

    index of line in recombination table corresponding to first line of reionization table

    -
    - -
    -
    - -

    ◆ thermodynamics_parameters_and_workspace

    - -
    -
    - - - - -
    struct thermodynamics_parameters_and_workspace
    -
    -

    temporary parameters and workspace passed to the thermodynamics_derivs function

    -
    -
    -
    -

    Macro Definition Documentation

    - -

    ◆ f1

    - -
    -
    - - - - - - - - -
    #define f1( x)   (-0.75*x*(x*x/3.-1.)+0.5)
    -
    -

    Two useful smooth step functions, for smoothing transitions in recfast.goes from 0 to 1 when x goes from -1 to 1

    - -
    -
    - -

    ◆ f2

    - -
    -
    - - - - - - - - -
    #define f2( x)   (x*x*(0.5-x/3.)*6.)
    -
    -

    goes from 0 to 1 when x goes from 0 to 1

    - -
    -
    - -

    ◆ _YHE_BIG_

    - -
    -
    - - - - -
    #define _YHE_BIG_   0.5
    -
    -

    maximal $ Y_{He} $

    - -
    -
    - -

    ◆ _YHE_SMALL_

    - -
    -
    - - - - -
    #define _YHE_SMALL_   0.01
    -
    -

    minimal $ Y_{He} $

    - -
    -
    -

    Enumeration Type Documentation

    - -

    ◆ recombination_algorithm

    - -
    -
    - - - - -
    enum recombination_algorithm
    -
    -

    List of possible recombination algorithms.

    - -
    -
    - -

    ◆ reionization_parametrization

    - -
    -
    -

    List of possible reionization schemes.

    - - - - - - - -
    Enumerator
    reio_none 

    no reionization

    -
    reio_camb 

    reionization parameterized like in CAMB

    -
    reio_bins_tanh 

    binned reionization history with tanh inteprolation between bins

    -
    reio_half_tanh 

    half a tanh, instead of the full tanh

    -
    reio_many_tanh 

    similar to reio_camb but with more than one tanh

    -
    reio_inter 

    linear interpolation between specified points

    -
    - -
    -
    - -

    ◆ reionization_z_or_tau

    - -
    -
    - - - - -
    enum reionization_z_or_tau
    -
    -

    Is the input parameter the reionization redshift or optical depth?

    - - - -
    Enumerator
    reio_z 

    input = redshift

    -
    reio_tau 

    input = tau

    -
    - -
    -
    -
    -
    - - - - diff --git a/doc/manual/html/thermodynamics_8h.js b/doc/manual/html/thermodynamics_8h.js deleted file mode 100644 index 54609f36..00000000 --- a/doc/manual/html/thermodynamics_8h.js +++ /dev/null @@ -1,162 +0,0 @@ -var thermodynamics_8h = -[ - [ "thermo", "thermodynamics_8h.html#structthermo", [ - [ "YHe", "thermodynamics_8h.html#a5659de2c81941b7a400fd7e7ea3c313d", null ], - [ "recombination", "thermodynamics_8h.html#a5e6ec5533b6b93b80cfaa0d933117410", null ], - [ "reio_parametrization", "thermodynamics_8h.html#a933d64335c2f8d29ac8966d311e76902", null ], - [ "reio_z_or_tau", "thermodynamics_8h.html#aa911a8bfc092639aef86ba60351a3b0c", null ], - [ "tau_reio", "thermodynamics_8h.html#a3a2458620f9e70183e0df4900abe2764", null ], - [ "z_reio", "thermodynamics_8h.html#a09cdddaec3d9d3be0c790a119b1023f0", null ], - [ "compute_cb2_derivatives", "thermodynamics_8h.html#a3d509e606f8d353fed5b353562fbec2a", null ], - [ "compute_damping_scale", "thermodynamics_8h.html#a0ad4a85264f773d11292fc66c5f9d598", null ], - 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    thermodynamics.h
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    -Go to the documentation of this file.
    1 
    3 #ifndef __THERMODYNAMICS__
    4 #define __THERMODYNAMICS__
    5 
    6 #include "background.h"
    7 //#include "arrays.h"
    8 //#include "helium.h"
    9 //#include "hydrogen.h"
    10 
    16  recfast,
    17  hyrec
    18 };
    19 
    31 };
    32 
    40 };
    41 
    46 #define f1(x) (-0.75*x*(x*x/3.-1.)+0.5)
    47 #define f2(x) (x*x*(0.5-x/3.)*6.)
    58 struct thermo
    59 {
    65 
    66  double YHe;
    70  enum reionization_parametrization reio_parametrization;
    72  enum reionization_z_or_tau reio_z_or_tau;
    74  double tau_reio;
    76  double z_reio;
    96  double * binned_reio_z;
    98  double * binned_reio_xe;
    106  double * many_tanh_z;
    108  double * many_tanh_xe;
    116  double * reio_inter_z;
    118  double * reio_inter_xe;
    122  double annihilation;
    126  double decay;
    138  double annihilation_z;
    155 
    159 
    175  int th_size;
    178 
    182 
    183  int tt_size;
    184  double * z_table;
    188 
    192 
    196 
    197 
    201 
    202  double z_rec;
    203  double tau_rec;
    204  double rs_rec;
    205  double ds_rec;
    206  double ra_rec;
    207  double da_rec;
    208  double rd_rec;
    209  double z_d;
    210  double tau_d;
    211  double ds_d;
    212  double rs_d;
    213  double tau_cut;
    218 
    222 
    223  double tau_ini;
    226 
    230 
    231  double n_e;
    234 
    240 
    241  short inter_normal;
    245 
    249 
    252  ErrorMsg error_message;
    255 
    256 };
    257 
    266 
    270 
    276  int re_size;
    279 
    283 
    284  int rt_size;
    288 
    293 
    294  double CDB;
    295  double CR;
    296  double CK;
    297  double CL;
    298  double CT;
    299  double fHe;
    300  double CDB_He;
    301  double CK_He;
    302  double CL_He;
    303  double fu;
    304  double H_frac;
    305  double Tnow;
    306  double Nnow;
    307  double Bfact;
    308  double CB1;
    309  double CB1_He1;
    310  double CB1_He2;
    311  double H0;
    312  double YHe;
    314  /* parameters for energy injection */
    315 
    316  double annihilation;
    320  double decay;
    332  double annihilation_z;
    349 
    350 };
    351 
    359 struct reionization {
    360 
    364 
    372  int re_size;
    375 
    379 
    380  int rt_size;
    384 
    388 
    392 
    396 
    397  /* parameters used by reio_camb */
    398 
    408  /* parameters used by reio_bins_tanh, reio_many_tanh, reio_inter */
    409 
    415  /* parameters used by all schemes */
    416 
    420 
    427 
    431 
    435 
    436 };
    437 
    443 
    444  /* structures containing fixed input parameters (indices, ...) */
    445  struct background * pba;
    446  struct precision * ppr;
    447  struct recombination * preco;
    448 
    449  /* workspace */
    450  double * pvecback;
    451 
    452 };
    453 
    454 /**************************************************************/
    455 /* @cond INCLUDE_WITH_DOXYGEN */
    456 /*
    457  * Boilerplate for C++
    458  */
    459 #ifdef __cplusplus
    460 extern "C" {
    461 #endif
    462 
    464  struct background * pba,
    465  struct thermo * pth,
    466  double z,
    467  short inter_mode,
    468  int * last_index,
    469  double * pvecback,
    470  double * pvecthermo
    471  );
    472 
    474  struct precision * ppr,
    475  struct background * pba,
    476  struct thermo * pth
    477  );
    478 
    480  struct thermo * pthermo
    481  );
    482 
    484  struct thermo * pthermo,
    485  struct recombination * preco,
    486  struct reionization * preio
    487  );
    488 
    490  struct precision * ppr,
    491  struct background * pba,
    492  struct thermo * pth
    493  );
    494 
    496  struct precision * ppr,
    497  struct background * pba,
    498  struct recombination * preco,
    499  double z,
    500  double * energy_rate,
    501  ErrorMsg error_message
    502  );
    503 
    505  struct precision * ppr,
    506  struct background * pba,
    507  struct recombination * preco,
    508  double z,
    509  double * energy_rate,
    510  ErrorMsg error_message
    511  );
    512 
    514  double z,
    515  struct thermo * pth,
    516  struct reionization * preio,
    517  double * xe
    518  );
    519 
    521  struct precision * ppr,
    522  struct background * pba,
    523  struct thermo * pth,
    524  struct recombination * preco,
    525  struct reionization * preio,
    526  double * pvecback
    527  );
    528 
    530  struct precision * ppr,
    531  struct background * pba,
    532  struct thermo * pth,
    533  struct recombination * preco,
    534  struct reionization * preio,
    535  double * pvecback
    536  );
    537 
    539  struct precision * ppr,
    540  struct thermo * pth,
    541  struct recombination * preco,
    542  double z,
    543  double * xe);
    544 
    546  struct precision * ppr,
    547  struct background * pba,
    548  struct thermo * pth,
    549  struct recombination * prec,
    550  double * pvecback
    551  );
    552 
    554  struct precision * ppr,
    555  struct background * pba,
    556  struct thermo * pth,
    557  struct recombination * prec,
    558  double * pvecback
    559  );
    560 
    562  struct precision * ppr,
    563  struct background * pba,
    564  struct thermo * pth,
    565  struct recombination * prec,
    566  double * pvecback
    567  );
    568 
    570  double z,
    571  double * y,
    572  double * dy,
    573  void * fixed_parameters,
    574  ErrorMsg error_message
    575  );
    576 
    578  struct precision * ppr,
    579  struct thermo * pth,
    580  struct recombination * preco,
    581  struct reionization * preio
    582  );
    583 
    584  int thermodynamics_output_titles(struct background * pba,
    585  struct thermo *pth,
    586  char titles[_MAXTITLESTRINGLENGTH_]
    587  );
    588 
    589  int thermodynamics_output_data(struct background * pba,
    590  struct thermo *pth,
    591  int number_of_titles,
    592  double *data
    593  );
    594 
    595  int thermodynamics_tanh(double x,
    596  double center,
    597  double before,
    598  double after,
    599  double width,
    600  double * result);
    601 
    602 #ifdef __cplusplus
    603 }
    604 #endif
    605 
    606 /**************************************************************/
    607 
    613 
    614 #define _BBN_ -1
    615 
    617 
    623 
    624 #define _m_e_ 9.10938215e-31
    625 #define _m_p_ 1.672621637e-27
    626 #define _m_H_ 1.673575e-27
    627 #define _not4_ 3.9715
    628 #define _sigma_ 6.6524616e-29
    631 
    632 
    637 
    638 #define _RECFAST_INTEG_SIZE_ 3
    639 
    640 #define _Lambda_ 8.2245809
    641 #define _Lambda_He_ 51.3
    642 #define _L_H_ion_ 1.096787737e7
    643 #define _L_H_alpha_ 8.225916453e6
    644 #define _L_He1_ion_ 1.98310772e7
    645 #define _L_He2_ion_ 4.389088863e7
    646 #define _L_He_2s_ 1.66277434e7
    647 #define _L_He_2p_ 1.71134891e7
    648 #define _A2P_s_ 1.798287e9 /*updated like in recfast 1.4*/
    649 #define _A2P_t_ 177.58e0 /*updated like in recfast 1.4*/
    650 #define _L_He_2Pt_ 1.690871466e7 /*updated like in recfast 1.4*/
    651 #define _L_He_2St_ 1.5985597526e7 /*updated like in recfast 1.4*/
    652 #define _L_He2St_ion_ 3.8454693845e6 /*updated like in recfast 1.4*/
    653 #define _sigma_He_2Ps_ 1.436289e-22 /*updated like in recfast 1.4*/
    654 #define _sigma_He_2Pt_ 1.484872e-22 /*updated like in recfast 1.4*/
    655 
    657 
    663 
    664 #define _a_PPB_ 4.309
    665 #define _b_PPB_ -0.6166
    666 #define _c_PPB_ 0.6703
    667 #define _d_PPB_ 0.5300
    668 #define _T_0_ pow(10.,0.477121) /* from recfast 1.4 */
    669 #define _a_VF_ pow(10.,-16.744)
    670 #define _b_VF_ 0.711
    671 #define _T_1_ pow(10.,5.114)
    672 #define _a_trip_ pow(10.,-16.306) /* from recfast 1.4 */
    673 #define _b_trip_ 0.761 /* from recfast 1.4 */
    674 
    676 
    680 /* @endcond */
    682 
    683 #define _YHE_BIG_ 0.5
    684 #define _YHE_SMALL_ 0.01
    685 #define _Z_REC_MAX_ 2000.
    686 #define _Z_REC_MIN_ 500.
    687 
    689 
    690 #endif
    int index_re_cb2
    Definition: thermodynamics.h:368
    -
    int thermodynamics_merge_reco_and_reio(struct precision *ppr, struct thermo *pth, struct recombination *preco, struct reionization *preio)
    Definition: thermodynamics.c:3608
    -
    short has_on_the_spot
    Definition: thermodynamics.h:318
    -
    short inter_normal
    Definition: thermodynamics.h:241
    -
    double rs_rec
    Definition: thermodynamics.h:204
    -
    double tau_ini
    Definition: thermodynamics.h:223
    -
    int index_re_dkappadtau
    Definition: thermodynamics.h:369
    -
    double CB1_He2
    Definition: thermodynamics.h:310
    -
    int index_th_tau_d
    Definition: thermodynamics.h:162
    -
    double CB1_He1
    Definition: thermodynamics.h:309
    -
    Definition: background.h:31
    -
    int index_th_ddcb2
    Definition: thermodynamics.h:172
    -
    double da_rec
    Definition: thermodynamics.h:207
    -
    int rt_size
    Definition: thermodynamics.h:380
    -
    int index_reio_width
    Definition: thermodynamics.h:401
    -
    int index_re_xe
    Definition: thermodynamics.h:272
    -
    double CDB_He
    Definition: thermodynamics.h:300
    -
    Definition: thermodynamics.h:27
    -
    reionization_z_or_tau
    Definition: thermodynamics.h:37
    -
    int index_th_dddkappa
    Definition: thermodynamics.h:164
    -
    int index_reio_first_z
    Definition: thermodynamics.h:411
    -
    double tau_free_streaming
    Definition: thermodynamics.h:215
    -
    double decay
    Definition: thermodynamics.h:320
    -
    int index_reio_first_xe
    Definition: thermodynamics.h:412
    -
    int th_size
    Definition: thermodynamics.h:175
    -
    int index_re_Tb
    Definition: thermodynamics.h:367
    -
    double annihilation_zmax
    Definition: thermodynamics.h:143
    -
    int index_reio_step_sharpness
    Definition: thermodynamics.h:413
    -
    int thermodynamics_indices(struct thermo *pth, struct recombination *preco, struct reionization *preio)
    Definition: thermodynamics.c:874
    -
    int re_size
    Definition: thermodynamics.h:372
    -
    double annihilation
    Definition: thermodynamics.h:316
    -
    double CT
    Definition: thermodynamics.h:298
    -
    double reionization_width
    Definition: thermodynamics.h:84
    -
    ErrorMsg error_message
    Definition: thermodynamics.h:252
    -
    int thermodynamics_reionization_function(double z, struct thermo *pth, struct reionization *preio, double *xe)
    Definition: thermodynamics.c:1451
    -
    double Tnow
    Definition: thermodynamics.h:305
    -
    Definition: thermodynamics.h:26
    -
    double ds_rec
    Definition: thermodynamics.h:205
    -
    double annihilation_variation
    Definition: thermodynamics.h:128
    -
    double YHe
    Definition: thermodynamics.h:66
    -
    Definition: thermodynamics.h:58
    -
    int index_re_cb2
    Definition: thermodynamics.h:274
    -
    Definition: thermodynamics.h:30
    -
    int thermodynamics_free(struct thermo *pth)
    Definition: thermodynamics.c:852
    -
    reionization_parametrization
    Definition: thermodynamics.h:24
    -
    int re_size
    Definition: thermodynamics.h:276
    -
    double CK_He
    Definition: thermodynamics.h:301
    -
    double annihilation_z
    Definition: thermodynamics.h:138
    -
    int index_th_dg
    Definition: thermodynamics.h:167
    -
    double CK
    Definition: thermodynamics.h:296
    -
    double n_e
    Definition: thermodynamics.h:231
    -
    double z_d
    Definition: thermodynamics.h:209
    -
    int index_th_xe
    Definition: thermodynamics.h:160
    -
    int thermodynamics_init(struct precision *ppr, struct background *pba, struct thermo *pth)
    Definition: thermodynamics.c:252
    -
    int index_reio_xe_after
    Definition: thermodynamics.h:403
    -
    Definition: thermodynamics.h:29
    -
    double tau_rec
    Definition: thermodynamics.h:203
    -
    int index_re_z
    Definition: thermodynamics.h:365
    -
    int thermodynamics_get_xe_before_reionization(struct precision *ppr, struct thermo *pth, struct recombination *preco, double z, double *xe)
    Definition: thermodynamics.c:1690
    -
    short has_on_the_spot
    Definition: thermodynamics.h:124
    -
    int index_th_r_d
    Definition: thermodynamics.h:174
    -
    int thermodynamics_helium_from_bbn(struct precision *ppr, struct background *pba, struct thermo *pth)
    Definition: thermodynamics.c:1071
    -
    double angular_rescaling
    Definition: thermodynamics.h:214
    -
    double * thermodynamics_table
    Definition: thermodynamics.h:185
    -
    int thermodynamics_recombination_with_recfast(struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, double *pvecback)
    Definition: thermodynamics.c:2949
    -
    double fHe
    Definition: thermodynamics.h:299
    -
    double annihilation_z
    Definition: thermodynamics.h:332
    -
    int thermodynamics_at_z(struct background *pba, struct thermo *pth, double z, short inter_mode, int *last_index, double *pvecback, double *pvecthermo)
    Definition: thermodynamics.c:97
    -
    int index_th_ddg
    Definition: thermodynamics.h:168
    -
    double annihilation_zmax
    Definition: thermodynamics.h:337
    -
    Definition: thermodynamics.h:442
    -
    int index_re_Tb
    Definition: thermodynamics.h:273
    -
    int thermodynamics_derivs_with_recfast(double z, double *y, double *dy, void *parameters_and_workspace, ErrorMsg error_message)
    Definition: thermodynamics.c:3344
    -
    double * z_table
    Definition: thermodynamics.h:184
    -
    int index_re_z
    Definition: thermodynamics.h:271
    -
    double * reionization_table
    Definition: thermodynamics.h:381
    -
    double CDB
    Definition: thermodynamics.h:294
    -
    int index_reio_xe_before
    Definition: thermodynamics.h:402
    -
    double ds_d
    Definition: thermodynamics.h:211
    -
    double annihilation_f_halo
    Definition: thermodynamics.h:151
    -
    double rs_d
    Definition: thermodynamics.h:212
    -
    int index_th_Tb
    Definition: thermodynamics.h:169
    -
    double YHe
    Definition: thermodynamics.h:312
    -
    int index_th_g
    Definition: thermodynamics.h:166
    -
    double * d2thermodynamics_dz2_table
    Definition: thermodynamics.h:193
    -
    int index_th_exp_m_kappa
    Definition: thermodynamics.h:165
    -
    Definition: thermodynamics.h:39
    - -
    int index_reio_exponent
    Definition: thermodynamics.h:400
    -
    int index_th_ddkappa
    Definition: thermodynamics.h:163
    -
    double tau_reio
    Definition: thermodynamics.h:74
    -
    double annihilation
    Definition: thermodynamics.h:122
    -
    short compute_cb2_derivatives
    Definition: thermodynamics.h:78
    -
    int index_reio_start
    Definition: thermodynamics.h:417
    -
    double annihilation_f_halo
    Definition: thermodynamics.h:345
    -
    int index_reco_when_reio_start
    Definition: thermodynamics.h:432
    -
    Definition: thermodynamics.h:28
    -
    double tau_cut
    Definition: thermodynamics.h:213
    -
    int index_helium_fullreio_fraction
    Definition: thermodynamics.h:404
    -
    int index_helium_fullreio_redshift
    Definition: thermodynamics.h:405
    -
    double reionization_exponent
    Definition: thermodynamics.h:86
    -
    int thermodynamics_reionization(struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, struct reionization *preio, double *pvecback)
    Definition: thermodynamics.c:1733
    -
    double helium_fullreio_width
    Definition: thermodynamics.h:90
    -
    double * binned_reio_xe
    Definition: thermodynamics.h:98
    -
    Definition: thermodynamics.h:25
    -
    Definition: thermodynamics.h:359
    -
    double * reio_inter_xe
    Definition: thermodynamics.h:118
    -
    double annihilation_zmin
    Definition: thermodynamics.h:147
    -
    double * binned_reio_z
    Definition: thermodynamics.h:96
    -
    Definition: thermodynamics.h:265
    -
    double annihilation_variation
    Definition: thermodynamics.h:322
    -
    double * reionization_parameters
    Definition: thermodynamics.h:423
    -
    int thermodynamics_onthespot_energy_injection(struct precision *ppr, struct background *pba, struct recombination *preco, double z, double *energy_rate, ErrorMsg error_message)
    Definition: thermodynamics.c:1296
    -
    double CL_He
    Definition: thermodynamics.h:302
    -
    double ra_rec
    Definition: thermodynamics.h:206
    -
    int index_reio_redshift
    Definition: thermodynamics.h:399
    -
    double annihilation_z_halo
    Definition: thermodynamics.h:152
    -
    double * many_tanh_z
    Definition: thermodynamics.h:106
    -
    int index_th_rate
    Definition: thermodynamics.h:173
    -
    recombination_algorithm
    Definition: thermodynamics.h:15
    -
    double rd_rec
    Definition: thermodynamics.h:208
    -
    double z_rec
    Definition: thermodynamics.h:202
    -
    int index_helium_fullreio_width
    Definition: thermodynamics.h:406
    -
    int index_re_xe
    Definition: thermodynamics.h:366
    -
    int index_th_cb2
    Definition: thermodynamics.h:170
    -
    double CB1
    Definition: thermodynamics.h:308
    -
    int index_th_dcb2
    Definition: thermodynamics.h:171
    -
    Definition: thermodynamics.h:38
    -
    double H0
    Definition: thermodynamics.h:311
    -
    short compute_damping_scale
    Definition: thermodynamics.h:80
    -
    double CR
    Definition: thermodynamics.h:295
    -
    int reio_inter_num
    Definition: thermodynamics.h:114
    -
    int index_re_dkappadz
    Definition: thermodynamics.h:370
    -
    int index_th_dkappa
    Definition: thermodynamics.h:161
    -
    double annihilation_zmin
    Definition: thermodynamics.h:341
    -
    double * recombination_table
    Definition: thermodynamics.h:285
    -
    int thermodynamics_recombination(struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, double *pvecback)
    Definition: thermodynamics.c:2591
    -
    int reio_num_params
    Definition: thermodynamics.h:424
    -
    Definition: common.h:345
    -
    double fu
    Definition: thermodynamics.h:303
    -
    double H_frac
    Definition: thermodynamics.h:304
    -
    int thermodynamics_recombination_with_hyrec(struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, double *pvecback)
    Definition: thermodynamics.c:2640
    -
    double Nnow
    Definition: thermodynamics.h:306
    -
    int thermodynamics_energy_injection(struct precision *ppr, struct background *pba, struct recombination *preco, double z, double *energy_rate, ErrorMsg error_message)
    Definition: thermodynamics.c:1360
    -
    double z_reio
    Definition: thermodynamics.h:76
    -
    short thermodynamics_verbose
    Definition: thermodynamics.h:250
    -
    double Bfact
    Definition: thermodynamics.h:307
    -
    double * many_tanh_xe
    Definition: thermodynamics.h:108
    -
    int binned_reio_num
    Definition: thermodynamics.h:94
    -
    double * reio_inter_z
    Definition: thermodynamics.h:116
    -
    double binned_reio_step_sharpness
    Definition: thermodynamics.h:100
    -
    double annihilation_z_halo
    Definition: thermodynamics.h:346
    -
    int thermodynamics_reionization_sample(struct precision *ppr, struct background *pba, struct thermo *pth, struct recombination *preco, struct reionization *preio, double *pvecback)
    Definition: thermodynamics.c:2263
    -
    int thermodynamics_output_titles(struct background *pba, struct thermo *pth, char titles[_MAXTITLESTRINGLENGTH_])
    Definition: thermodynamics.c:3683
    -
    int rt_size
    Definition: thermodynamics.h:284
    -
    double reionization_optical_depth
    Definition: thermodynamics.h:389
    -
    double decay
    Definition: thermodynamics.h:126
    -
    short inter_closeby
    Definition: thermodynamics.h:242
    -
    double many_tanh_width
    Definition: thermodynamics.h:110
    -
    double CL
    Definition: thermodynamics.h:297
    -
    int index_re_dkappadtau
    Definition: thermodynamics.h:275
    -
    double tau_d
    Definition: thermodynamics.h:210
    -
    int reio_num_z
    Definition: thermodynamics.h:410
    -
    int tt_size
    Definition: thermodynamics.h:183
    -
    int index_re_d3kappadz3
    Definition: thermodynamics.h:371
    -
    double helium_fullreio_redshift
    Definition: thermodynamics.h:88
    -
    int many_tanh_num
    Definition: thermodynamics.h:104
    -
    -
    - - - - diff --git a/doc/manual/html/thermodynamics_8h_structrecombination.js b/doc/manual/html/thermodynamics_8h_structrecombination.js deleted file mode 100644 index b1c0bdd5..00000000 --- a/doc/manual/html/thermodynamics_8h_structrecombination.js +++ /dev/null @@ -1,39 +0,0 @@ -var thermodynamics_8h_structrecombination = -[ - [ "index_re_z", "thermodynamics_8h.html#ab5ad9457e5a9a97d3925adff904e8971", null ], - [ "index_re_xe", "thermodynamics_8h.html#a95860e65cf521feaa5540737c98d6c10", null ], - [ "index_re_Tb", "thermodynamics_8h.html#af6bce690db2626b95cc89bbff1e9041e", null ], - [ "index_re_cb2", "thermodynamics_8h.html#ac1021ee3aee51a9b817dc157743f439e", null ], - [ "index_re_dkappadtau", "thermodynamics_8h.html#a736fa0d9d85df37cd263e52836a2832c", null ], - [ "re_size", "thermodynamics_8h.html#a9367b1aedf6f36715ff227cd4ce8ee05", null ], - [ "rt_size", "thermodynamics_8h.html#a16ae6805bc7bf671fc9ddceb976f9e63", null ], - [ "recombination_table", "thermodynamics_8h.html#ab2f2f15ff77532bddf3052e52ca1df77", null ], - 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    -
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    CLASS MANUAL -
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    transfer.c File Reference
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    #include "transfer.h"
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    - + Include dependency graph for transfer.c:
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    -Functions

    int transfer_functions_at_q (struct transfers *ptr, int index_md, int index_ic, int index_tt, int index_l, double q, double *transfer_function)
     
    int transfer_init (struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct nonlinear *pnl, struct transfers *ptr)
     
    int transfer_free (struct transfers *ptr)
     
    int transfer_indices_of_transfers (struct precision *ppr, struct perturbs *ppt, struct transfers *ptr, double q_period, double K, int sgnK)
     
    int transfer_get_l_list (struct precision *ppr, struct perturbs *ppt, struct transfers *ptr)
     
    int transfer_get_q_list (struct precision *ppr, struct perturbs *ppt, struct transfers *ptr, double q_period, double K, int sgnK)
     
    int transfer_get_k_list (struct perturbs *ppt, struct transfers *ptr, double K)
     
    int transfer_get_source_correspondence (struct perturbs *ppt, struct transfers *ptr, int **tp_of_tt)
     
    int transfer_source_tau_size (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, double tau_rec, double tau0, int index_md, int index_tt, int *tau_size)
     
    int transfer_compute_for_each_q (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int **tp_of_tt, int index_q, int tau_size_max, double tau_rec, double ***pert_sources, double ***pert_sources_spline, struct transfer_workspace *ptw)
     
    int transfer_interpolate_sources (struct perturbs *ppt, struct transfers *ptr, int index_q, int index_md, int index_ic, int index_type, double *pert_source, double *pert_source_spline, double *interpolated_sources)
     
    int transfer_sources (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, double *interpolated_sources, double tau_rec, int index_q, int index_md, int index_tt, double *sources, double *tau0_minus_tau, double *w_trapz, int *tau_size_out)
     
    int transfer_selection_function (struct precision *ppr, struct perturbs *ppt, struct transfers *ptr, int bin, double z, double *selection)
     
    int transfer_dNdz_analytic (struct transfers *ptr, double z, double *dNdz, double *dln_dNdz_dz)
     
    int transfer_selection_sampling (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int bin, double *tau0_minus_tau, int tau_size)
     
    int transfer_lensing_sampling (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int bin, double tau0, double *tau0_minus_tau, int tau_size)
     
    int transfer_source_resample (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int bin, double *tau0_minus_tau, int tau_size, int index_md, double tau0, double *interpolated_sources, double *sources)
     
    int transfer_selection_times (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int bin, double *tau_min, double *tau_mean, double *tau_max)
     
    int transfer_selection_compute (struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, double *selection, double *tau0_minus_tau, double *w_trapz, int tau_size, double *pvecback, double tau0, int bin)
     
    int transfer_compute_for_each_l (struct transfer_workspace *ptw, struct precision *ppr, struct perturbs *ppt, struct transfers *ptr, int index_q, int index_md, int index_ic, int index_tt, int index_l, double l, double q_max_bessel, radial_function_type radial_type)
     
    int transfer_integrate (struct perturbs *ppt, struct transfers *ptr, struct transfer_workspace *ptw, int index_q, int index_md, int index_tt, double l, int index_l, double k, radial_function_type radial_type, double *trsf)
     
    int transfer_limber (struct transfers *ptr, struct transfer_workspace *ptw, int index_md, int index_q, double l, double q, radial_function_type radial_type, double *trsf)
     
    int transfer_limber_interpolate (struct transfers *ptr, double *tau0_minus_tau, double *sources, int tau_size, double tau0_minus_tau_limber, double *S)
     
    int transfer_limber2 (int tau_size, struct transfers *ptr, int index_md, int index_k, double l, double k, double *tau0_minus_tau, double *sources, radial_function_type radial_type, double *trsf)
     
    -

    Detailed Description

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    Documented transfer module.

    -

    Julien Lesgourgues, 28.07.2013

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    This module has two purposes:

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      -
    • at the beginning, to compute the transfer functions $ \Delta_l^{X} (q) $, and store them in tables used for interpolation in other modules.
    • -
    • at any time in the code, to evaluate the transfer functions (for a given mode, initial condition, type and multipole l) at any wavenumber q (by interpolating within the interpolation table).
    • -
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    Hence the following functions can be called from other modules:

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    1. transfer_init() at the beginning (but after perturb_init() and bessel_init())
    2. -
    3. transfer_functions_at_q() at any later time
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    5. transfer_free() at the end, when no more calls to transfer_functions_at_q() are needed
    6. -
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    Note that in the standard implementation of CLASS, only the pre-computed values of the transfer functions are used, no interpolation is necessary; hence the routine transfer_functions_at_q() is actually never called.

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    Function Documentation

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    ◆ transfer_functions_at_q()

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    int transfer_functions_at_q (struct transfersptr,
    int index_md,
    int index_ic,
    int index_tt,
    int index_l,
    double q,
    double * transfer_function 
    )
    -
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    Transfer function $ \Delta_l^{X} (q) $ at a given wavenumber q.

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    For a given mode (scalar, vector, tensor), initial condition, type (temperature, polarization, lensing, etc) and multipole, computes the transfer function for an arbitrary value of q by interpolating between pre-computed values of q. This function can be called from whatever module at whatever time, provided that transfer_init() has been called before, and transfer_free() has not been called yet.

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    Wavenumbers are called q in this module and k in the perturbation module. In flat universes k=q. In non-flat universes q and k differ through $ q2 = k2 + K(1+m)$, where m=0,1,2 for scalar, vector, tensor. q should be used throughout the transfer module, excepted when interpolating or manipulating the source functions S(k,tau) calculated in the perturbation module: for a given value of q, this should be done at the corresponding k(q).

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    Parameters
    - - - - - - - - -
    ptrInput: pointer to transfer structure
    index_mdInput: index of requested mode
    index_icInput: index of requested initial condition
    index_ttInput: index of requested type
    index_lInput: index of requested multipole
    qInput: any wavenumber
    transfer_functionOutput: transfer function
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    Returns
    the error status
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    Summary:

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    • interpolate in pre-computed table using array_interpolate_two()
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    ◆ transfer_init()

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    int transfer_init (struct precisionppr,
    struct backgroundpba,
    struct thermopth,
    struct perturbsppt,
    struct nonlinearpnl,
    struct transfersptr 
    )
    -
    -

    This routine initializes the transfers structure, (in particular, computes table of transfer functions $ \Delta_l^{X} (q) $)

    -

    Main steps:

    -
      -
    • initialize all indices in the transfers structure and allocate all its arrays using transfer_indices_of_transfers().
    • -
    • for each thread (in case of parallel run), initialize the fields of a memory zone called the transfer_workspace with transfer_workspace_init()
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    • loop over q values. For each q, compute the Bessel functions if needed with transfer_update_HIS(), and defer the calculation of all transfer functions to transfer_compute_for_each_q()
    • -
    • for each thread, free the the workspace with transfer_workspace_free()
    • -
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    Parameters
    - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pthInput: pointer to thermodynamics structure
    pptInput: pointer to perturbation structure
    pnlInput: pointer to nonlinear structure
    ptrOutput: pointer to initialized transfers structure
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • array with the correspondence between the index of sources in the perturbation module and in the transfer module, tp_of_tt[index_md][index_tt]
    • -
    • check whether any spectrum in harmonic space (i.e., any $C_l$'s) is actually requested
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    • get number of modes (scalars, tensors...)
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    • get conformal age / recombination time from background / thermodynamics structures (only place where these structures are used in this module)
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    • correspondence between k and l depend on angular diameter distance, i.e. on curvature.
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    • order of magnitude of the oscillation period of transfer functions
    • -
    • initialize all indices in the transfers structure and allocate all its arrays using transfer_indices_of_transfers()
    • -
    • copy sources to a local array sources (in fact, only the pointers are copied, not the data), and eventually apply non-linear corrections to the sources
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    • spline all the sources passed by the perturbation module with respect to k (in order to interpolate later at a given value of k)
    • -
    • allocate and fill array describing the correspondence between perturbation types and transfer types
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    • evaluate maximum number of sampled times in the transfer sources: needs to be known here, in order to allocate a large enough workspace
    • -
    • compute flat spherical bessel functions
    • -
    • eventually read the selection and evolution functions
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    • loop over all wavenumbers (parallelized).
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    • finally, free arrays allocated outside parallel zone
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    ◆ transfer_free()

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    int transfer_free (struct transfersptr)
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    This routine frees all the memory space allocated by transfer_init().

    -

    To be called at the end of each run, only when no further calls to transfer_functions_at_k() are needed.

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    Parameters
    - - -
    ptrInput: pointer to transfers structure (which fields must be freed)
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    Returns
    the error status
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    ◆ transfer_indices_of_transfers()

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    int transfer_indices_of_transfers (struct precisionppr,
    struct perturbsppt,
    struct transfersptr,
    double q_period,
    double K,
    int sgnK 
    )
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    -

    This routine defines all indices and allocates all tables in the transfers structure

    -

    Compute list of (k, l) values, allocate and fill corresponding arrays in the transfers structure. Allocate the array of transfer function tables.

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    Parameters
    - - - - - - - -
    pprInput: pointer to precision structure
    pptInput: pointer to perturbation structure
    ptrInput/Output: pointer to transfer structure
    q_periodInput: order of magnitude of the oscillation period of transfer functions
    KInput: spatial curvature (in absolute value)
    sgnKInput: spatial curvature sign (open/closed/flat)
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    Returns
    the error status
    -

    Summary:

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      -
    • define local variables
    • -
    • define indices for transfer types
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    • type indices common to scalars and tensors
    • -
    • type indices for scalars
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    • type indices for vectors
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    • type indices for tensors
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    • allocate arrays of (k, l) values and transfer functions
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    • get q values using transfer_get_q_list()
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    • get k values using transfer_get_k_list()
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    • get l values using transfer_get_l_list()
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    • loop over modes (scalar, etc). For each mode:
    • -
    • allocate arrays of transfer functions, (ptr->transfer[index_md])[index_ic][index_tt][index_l][index_k]
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    ◆ transfer_get_l_list()

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    int transfer_get_l_list (struct precisionppr,
    struct perturbsppt,
    struct transfersptr 
    )
    -
    -

    This routine defines the number and values of multipoles l for all modes.

    -
    Parameters
    - - - - -
    pprInput: pointer to precision structure
    pptInput: pointer to perturbation structure
    ptrInput/Output: pointer to transfers structure containing l's
    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • allocate and fill l array
    • -
    • start from l = 2 and increase with logarithmic step
    • -
    • when the logarithmic step becomes larger than some linear step, stick to this linear step till l_max
    • -
    • last value set to exactly l_max
    • -
    • so far we just counted the number of values. Now repeat the whole thing but fill array with values.
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    ◆ transfer_get_q_list()

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    int transfer_get_q_list (struct precisionppr,
    struct perturbsppt,
    struct transfersptr,
    double q_period,
    double K,
    int sgnK 
    )
    -
    -

    This routine defines the number and values of wavenumbers q for each mode (goes smoothly from logarithmic step for small q's to linear step for large q's).

    -
    Parameters
    - - - - - - - -
    pprInput: pointer to precision structure
    pptInput: pointer to perturbation structure
    ptrInput/Output: pointer to transfers structure containing q's
    q_periodInput: order of magnitude of the oscillation period of transfer functions
    KInput: spatial curvature (in absolute value)
    sgnKInput: spatial curvature sign (open/closed/flat)
    -
    -
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    Returns
    the error status
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    ◆ transfer_get_k_list()

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    int transfer_get_k_list (struct perturbsppt,
    struct transfersptr,
    double K 
    )
    -
    -

    This routine infers from the q values a list of corresponding k values for each mode.

    -
    Parameters
    - - - - -
    pptInput: pointer to perturbation structure
    ptrInput/Output: pointer to transfers structure containing q's
    KInput: spatial curvature
    -
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    Returns
    the error status
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    ◆ transfer_get_source_correspondence()

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    int transfer_get_source_correspondence (struct perturbsppt,
    struct transfersptr,
    int ** tp_of_tt 
    )
    -
    -

    This routine defines the correspondence between the sources in the perturbation and transfer module.

    -
    Parameters
    - - - - -
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure containing l's
    tp_of_ttInput/Output: array with the correspondence (allocated before, filled here)
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • running index on modes
    • -
    • running index on transfer types
    • -
    • which source are we considering? Define correspondence between transfer types and source types
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    ◆ transfer_source_tau_size()

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    int transfer_source_tau_size (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    double tau_rec,
    double tau0,
    int index_md,
    int index_tt,
    int * tau_size 
    )
    -
    -

    the code makes a distinction between "perturbation sources" (e.g. gravitational potential) and "transfer sources" (e.g. total density fluctuations, obtained through the Poisson equation, and observed with a given selection function).

    -

    This routine computes the number of sampled time values for each type of transfer sources.

    -
    Parameters
    - - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    tau_recInput: recombination time
    tau0Input: time today
    index_mdInput: index of the mode (scalar, tensor)
    index_ttInput: index of transfer type
    tau_sizeOutput: pointer to number of sampled times
    -
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    Returns
    the error status
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    ◆ transfer_compute_for_each_q()

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    int transfer_compute_for_each_q (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    int ** tp_of_tt,
    int index_q,
    int tau_size_max,
    double tau_rec,
    double *** pert_sources,
    double *** pert_sources_spline,
    struct transfer_workspaceptw 
    )
    -
    -

    Summary:

    -
      -
    • define local variables
        -
      • we deal with workspaces, i.e. with contiguous memory zones (one per thread) containing various fields used by the integration routine
      • -
      -
    • -
    • for a given l, maximum value of k such that we can convolve the source with Bessel functions j_l(x) without reaching x_max
    • -
    • store the sources in the workspace and define all fields in this workspace
    • -
    • loop over all modes. For each mode
    • -
    • loop over initial conditions.
    • -
    • check if we must now deal with a new source with a new index ppt->index_type. If yes, interpolate it at the right values of k.
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    • Select radial function type
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    -
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    ◆ transfer_interpolate_sources()

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    int transfer_interpolate_sources (struct perturbsppt,
    struct transfersptr,
    int index_q,
    int index_md,
    int index_ic,
    int index_type,
    double * pert_source,
    double * pert_source_spline,
    double * interpolated_sources 
    )
    -
    -

    This routine interpolates sources $ S(k, \tau) $ for each mode, initial condition and type (of perturbation module), to get them at the right values of k, using the spline interpolation method.

    -
    Parameters
    - - - - - - - - - - -
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    index_qInput: index of wavenumber
    index_mdInput: index of mode
    index_icInput: index of initial condition
    index_typeInput: index of type of source (in perturbation module)
    pert_sourceInput: array of sources
    pert_source_splineInput: array of second derivative of sources
    interpolated_sourcesOutput: array of interpolated sources (filled here but allocated in transfer_init() to avoid numerous reallocation)
    -
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • interpolate at each k value using the usual spline interpolation algorithm.
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    ◆ transfer_sources()

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    int transfer_sources (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    double * interpolated_sources,
    double tau_rec,
    int index_q,
    int index_md,
    int index_tt,
    double * sources,
    double * tau0_minus_tau,
    double * w_trapz,
    int * tau_size_out 
    )
    -
    -

    The code makes a distinction between "perturbation sources" (e.g. gravitational potential) and "transfer sources" (e.g. total density fluctuations, obtained through the Poisson equation, and observed with a given selection function).

    -

    This routine computes the transfer source given the interpolated perturbation source, and copies it in the workspace.

    -
    Parameters
    - - - - - - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    interpolated_sourcesInput: interpolated perturbation source
    tau_recInput: recombination time
    index_qInput: index of wavenumber
    index_mdInput: index of mode
    index_ttInput: index of type of (transfer) source
    sourcesOutput: transfer source
    tau0_minus_tauOutput: values of (tau0-tau) at which source are sample
    w_trapzOutput: trapezoidal weights for integration over tau
    tau_size_outOutput: pointer to size of previous two arrays, converted to double
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    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
        -
      • in which cases are perturbation and transfer sources are different? I.e., in which case do we need to multiply the sources by some background and/or window function, and eventually to resample it, or redefine its time limits?
      • -
      • case where we need to redefine by a window function (or any function of the background and of k)
      • -
      -
    • -
    • case where we do not need to redefine
        -
      • return tau_size value that will be stored in the workspace (the workspace wants a double)
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    ◆ transfer_selection_function()

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    int transfer_selection_function (struct precisionppr,
    struct perturbsppt,
    struct transfersptr,
    int bin,
    double z,
    double * selection 
    )
    -
    -

    Arbitrarily normalized selection function dN/dz(z,bin)

    -
    Parameters
    - - - - - - - -
    pprInput: pointer to precision structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    binInput: redshift bin number
    zInput: one value of redshift
    selectionOutput: pointer to selection function
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    Returns
    the error status
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    ◆ transfer_dNdz_analytic()

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    int transfer_dNdz_analytic (struct transfersptr,
    double z,
    double * dNdz,
    double * dln_dNdz_dz 
    )
    -
    -

    Analytic form for dNdz distribution, from arXiv:1004.4640

    -
    Parameters
    - - - - - -
    ptrInput: pointer to transfer structure
    zInput: redshift
    dNdzOutput: density per redshift, dN/dZ
    dln_dNdz_dzOutput: dln(dN/dz)/dz, used optionally for the source evolution
    -
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    Returns
    the error status
    - -
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    ◆ transfer_selection_sampling()

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    int transfer_selection_sampling (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    int bin,
    double * tau0_minus_tau,
    int tau_size 
    )
    -
    -

    For sources that need to be multiplied by a selection function, redefine a finer time sampling in a small range

    -
    Parameters
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    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    binInput: redshift bin number
    tau0_minus_tauOutput: values of (tau0-tau) at which source are sample
    tau_sizeOutput: pointer to size of previous array
    -
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    Returns
    the error status
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    ◆ transfer_lensing_sampling()

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    int transfer_lensing_sampling (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    int bin,
    double tau0,
    double * tau0_minus_tau,
    int tau_size 
    )
    -
    -

    For lensing sources that need to be convolved with a selection function, redefine the sampling within the range extending from the tau_min of the selection function up to tau0

    -
    Parameters
    - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    binInput: redshift bin number
    tau0Input: time today
    tau0_minus_tauOutput: values of (tau0-tau) at which source are sample
    tau_sizeOutput: pointer to size of previous array
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    Returns
    the error status
    - -
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    ◆ transfer_source_resample()

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    int transfer_source_resample (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    int bin,
    double * tau0_minus_tau,
    int tau_size,
    int index_md,
    double tau0,
    double * interpolated_sources,
    double * sources 
    )
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    -

    For sources that need to be multiplied by a selection function, redefine a finer time sampling in a small range, and resample the perturbation sources at the new value by linear interpolation

    -
    Parameters
    - - - - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    binInput: redshift bin number
    tau0_minus_tauOutput: values of (tau0-tau) at which source are sample
    tau_sizeOutput: pointer to size of previous array
    index_mdInput: index of mode
    tau0Input: time today
    interpolated_sourcesInput: interpolated perturbation source
    sourcesOutput: resampled transfer source
    -
    -
    -
    Returns
    the error status
    - -
    -
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    ◆ transfer_selection_times()

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    int transfer_selection_times (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    int bin,
    double * tau_min,
    double * tau_mean,
    double * tau_max 
    )
    -
    -

    For each selection function, compute the min, mean and max values of conformal time (associated to the min, mean and max values of redshift specified by the user)

    -
    Parameters
    - - - - - - - - - -
    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    binInput: redshift bin number
    tau_minOutput: smallest time in the selection interval
    tau_meanOutput: time corresponding to z_mean
    tau_maxOutput: largest time in the selection interval
    -
    -
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    Returns
    the error status
    - -
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    ◆ transfer_selection_compute()

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    int transfer_selection_compute (struct precisionppr,
    struct backgroundpba,
    struct perturbsppt,
    struct transfersptr,
    double * selection,
    double * tau0_minus_tau,
    double * w_trapz,
    int tau_size,
    double * pvecback,
    double tau0,
    int bin 
    )
    -
    -

    Compute and normalize selection function for a set of time values

    -
    Parameters
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    pprInput: pointer to precision structure
    pbaInput: pointer to background structure
    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    selectionOutput: normalized selection function
    tau0_minus_tauInput: values of (tau0-tau) at which source are sample
    w_trapzInput: trapezoidal weights for integration over tau
    tau_sizeInput: size of previous two arrays
    pvecbackInput: allocated array of background values
    tau0Input: time today
    binInput: redshift bin number
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    Returns
    the error status
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    ◆ transfer_compute_for_each_l()

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    int transfer_compute_for_each_l (struct transfer_workspaceptw,
    struct precisionppr,
    struct perturbsppt,
    struct transfersptr,
    int index_q,
    int index_md,
    int index_ic,
    int index_tt,
    int index_l,
    double l,
    double q_max_bessel,
    radial_function_type radial_type 
    )
    -
    -

    This routine computes the transfer functions $ \Delta_l^{X} (k) $) as a function of wavenumber k for a given mode, initial condition, type and multipole l passed in input.

    -

    For a given value of k, the transfer function is inferred from the source function (passed in input in the array interpolated_sources) and from Bessel functions (passed in input in the bessels structure), either by convolving them along tau, or by a Limber approximation. This elementary task is distributed either to transfer_integrate() or to transfer_limber(). The task of this routine is mainly to loop over k values, and to decide at which k_max the calculation can be stopped, according to some approximation scheme designed to find a compromise between execution time and precision. The approximation scheme is defined by parameters in the precision structure.

    -
    Parameters
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    ptwInput: pointer to transfer_workspace structure (allocated in transfer_init() to avoid numerous reallocation)
    pprInput: pointer to precision structure
    pptInput: pointer to perturbation structure
    ptrInput/output: pointer to transfers structure (result stored there)
    index_qInput: index of wavenumber
    index_mdInput: index of mode
    index_icInput: index of initial condition
    index_ttInput: index of type of transfer
    index_lInput: index of multipole
    lInput: multipole
    q_max_besselInput: maximum value of argument q at which Bessel functions are computed
    radial_typeInput: type of radial (Bessel) functions to convolve with
    -
    -
    -
    Returns
    the error status
    -

    Summary:

    -
      -
    • define local variables
    • -
    • return zero transfer function if l is above l_max
    • -
    • store transfer function in transfer structure
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    ◆ transfer_integrate()

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    int transfer_integrate (struct perturbsppt,
    struct transfersptr,
    struct transfer_workspaceptw,
    int index_q,
    int index_md,
    int index_tt,
    double l,
    int index_l,
    double k,
    radial_function_type radial_type,
    double * trsf 
    )
    -
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    This routine computes the transfer functions $ \Delta_l^{X} (k) $) for each mode, initial condition, type, multipole l and wavenumber k, by convolving the source function (passed in input in the array interpolated_sources) with Bessel functions (passed in input in the bessels structure).

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    pptInput: pointer to perturbation structure
    ptrInput: pointer to transfers structure
    ptwInput: pointer to transfer_workspace structure (allocated in transfer_init() to avoid numerous reallocation)
    index_qInput: index of wavenumber
    index_mdInput: index of mode
    index_ttInput: index of type
    lInput: multipole
    index_lInput: index of multipole
    kInput: wavenumber
    radial_typeInput: type of radial (Bessel) functions to convolve with
    trsfOutput: transfer function $ \Delta_l(k) $
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    Returns
    the error status
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    Summary:

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      -
    • define local variables
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    • find minimum value of (tau0-tau) at which $ j_l(k[\tau_0-\tau]) $ is known, given that $ j_l(x) $ is sampled above some finite value $ x_{\min} $ (below which it can be approximated by zero)
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    • if there is no overlap between the region in which bessels and sources are non-zero, return zero
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    • if there is an overlap:
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    • –> trivial case: the source is a Dirac function and is sampled in only one point
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    • –> other cases
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    • —> (a) find index in the source's tau list corresponding to the last point in the overlapping region. After this step, index_tau_max can be as small as zero, but not negative.
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    • —> (b) the source function can vanish at large $ \tau $. Check if further points can be eliminated. After this step and if we did not return a null transfer function, index_tau_max can be as small as zero, but not negative.
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    • Compute the radial function:
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    • Now we do most of the convolution integral:
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    • This integral is correct for the case where no truncation has occurred. If it has been truncated at some index_tau_max because f[index_tau_max+1]==0, it is still correct. The 'mistake' in using the wrong weight w_trapz[index_tau_max] is exactly compensated by the triangle we miss. However, for the Bessel cut off, we must subtract the wrong triangle and add the correct triangle.
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    ◆ transfer_limber()

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    int transfer_limber (struct transfersptr,
    struct transfer_workspaceptw,
    int index_md,
    int index_q,
    double l,
    double q,
    radial_function_type radial_type,
    double * trsf 
    )
    -
    -

    This routine computes the transfer functions $ \Delta_l^{X} (k) $) for each mode, initial condition, type, multipole l and wavenumber k, by using the Limber approximation, i.e by evaluating the source function (passed in input in the array interpolated_sources) at a single value of tau (the Bessel function being approximated as a Dirac distribution).

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    ptrInput: pointer to transfers structure
    ptwInput: pointer to transfer workspace structure
    index_mdInput: index of mode
    index_qInput: index of wavenumber
    lInput: multipole
    qInput: wavenumber
    radial_typeInput: type of radial (Bessel) functions to convolve with
    trsfOutput: transfer function $ \Delta_l(k) $
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    Returns
    the error status
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    Summary:

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    • define local variables
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    • get k, l and infer tau such that k(tau0-tau)=l+1/2; check that tau is in appropriate range
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    • get transfer = source * $ \sqrt{\pi/(2l+1)}/q $ = source*[tau0-tau] * $ \sqrt{\pi/(2l+1)}/(l+1/2)$
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    ◆ transfer_limber_interpolate()

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    int transfer_limber_interpolate (struct transfersptr,
    double * tau0_minus_tau,
    double * sources,
    int tau_size,
    double tau0_minus_tau_limber,
    double * S 
    )
    -
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      -
    • find bracketing indices. index_tau must be at least 1 (so that index_tau-1 is at least 0) and at most tau_size-2 (so that index_tau+1 is at most tau_size-1).
    • -
    • interpolate by fitting a polynomial of order two; get source and its first two derivatives. Note that we are not interpolating S, but the product S*(tau0-tau). Indeed this product is regular in tau=tau0, while S alone diverges for lensing.
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    ◆ transfer_limber2()

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    int transfer_limber2 (int tau_size,
    struct transfersptr,
    int index_md,
    int index_k,
    double l,
    double k,
    double * tau0_minus_tau,
    double * sources,
    radial_function_type radial_type,
    double * trsf 
    )
    -
    -

    This routine computes the transfer functions $ \Delta_l^{X} (k) $) for each mode, initial condition, type, multipole l and wavenumber k, by using the Limber approximation at order two, i.e as a function of the source function and its first two derivatives at a single value of tau

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    Parameters
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    tau_sizeInput: size of conformal time array
    ptrInput: pointer to transfers structure
    index_mdInput: index of mode
    index_kInput: index of wavenumber
    lInput: multipole
    kInput: wavenumber
    tau0_minus_tauInput: array of values of (tau_today - tau)
    sourcesInput: source functions
    radial_typeInput: type of radial (Bessel) functions to convolve with
    trsfOutput: transfer function $ \Delta_l(k) $
    -
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    Returns
    the error status
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    Summary:

    -
      -
    • define local variables
    • -
    • get k, l and infer tau such that k(tau0-tau)=l+1/2; check that tau is in appropriate range
    • -
    • find bracketing indices
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    • interpolate by fitting a polynomial of order two; get source and its first two derivatives
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    • get transfer from 2nd order Limber approx (inferred from 0809.5112 [astro-ph])
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    CLASS MANUAL -
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    transfer.h File Reference
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    -
    #include "nonlinear.h"
    -#include "hyperspherical.h"
    -#include <sys/shm.h>
    -#include <sys/stat.h>
    -#include "errno.h"
    -
    - + Include dependency graph for transfer.h:
    -
    -
    - -
    - + This graph shows which files directly or indirectly include this file:
    -
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    -

    Go to the source code of this file.

    - - - - - - -

    -Data Structures

    struct  transfers
     
    struct  transfer_workspace
     
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    -Enumerations

    enum  radial_function_type
     
    -

    Detailed Description

    -

    Documented includes for transfer module.

    -

    Data Structure Documentation

    - -

    ◆ transfers

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    struct transfers
    -
    -

    Structure containing everything about transfer functions in harmonic space $ \Delta_l^{X} (q) $ that other modules need to know.

    -

    Once initialized by transfer_init(), contains all tables of transfer functions used for interpolation in other modules, for all requested modes (scalar/vector/tensor), initial conditions, types (temperature, polarization, etc), multipoles l, and wavenumbers q.

    -

    Wavenumbers are called q in this module and k in the perturbation module. In flat universes k=q. In non-flat universes q and k differ through q2 = k2 + K(1+m), where m=0,1,2 for scalar, vector, tensor. q should be used throughout the transfer module, except when interpolating or manipulating the source functions S(k,tau) calculated in the perturbation module: for a given value of q, this should be done at the corresponding k(q).

    -

    The content of this structure is entirely computed in this module, given the content of the 'precision', 'bessels', 'background', 'thermodynamics' and 'perturbation' structures.

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    Data Fields
    -double -lcmb_rescale -

    normally set to one, can be used exceptionally to rescale by hand the CMB lensing potential

    -
    -double -lcmb_tilt -

    normally set to zero, can be used exceptionally to tilt by hand the CMB lensing potential

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    -double -lcmb_pivot -

    if lcmb_tilt non-zero, corresponding pivot scale

    -
    -double -selection_bias[_SELECTION_NUM_MAX_] -

    light-to-mass bias in the transfer function of density number count

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    -double -selection_magnification_bias[_SELECTION_NUM_MAX_] -

    magnification bias in the transfer function of density number count

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    -short -has_nz_file -

    Has dN/dz (selection function) input file?

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    -short -has_nz_analytic -

    Use analytic form for dN/dz (selection function) distribution?

    -
    -FileName -nz_file_name -

    dN/dz (selection function) input file name

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    -int -nz_size -

    number of redshift values in input tabulated selection function

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    -double * -nz_z -

    redshift values in input tabulated selection function

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    -double * -nz_nz -

    input tabulated values of selection function

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    -double * -nz_ddnz -

    second derivatives in splined selection function

    -
    -short -has_nz_evo_file -

    Has dN/dz (evolution function) input file?

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    -short -has_nz_evo_analytic -

    Use analytic form for dN/dz (evolution function) distribution?

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    -FileName -nz_evo_file_name -

    dN/dz (evolution function) input file name

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    -int -nz_evo_size -

    number of redshift values in input tabulated evolution function

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    -double * -nz_evo_z -

    redshift values in input tabulated evolution function

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    -double * -nz_evo_nz -

    input tabulated values of evolution function

    -
    -double * -nz_evo_dlog_nz -

    log of tabulated values of evolution function

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    -double * -nz_evo_dd_dlog_nz -

    second derivatives in splined log of evolution function

    -
    -short -has_cls -

    copy of same flag in perturbation structure

    -
    -int -md_size -

    number of modes included in computation

    -
    -int -index_tt_t0 -

    index for transfer type = temperature (j=0 term)

    -
    -int -index_tt_t1 -

    index for transfer type = temperature (j=1 term)

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    -int -index_tt_t2 -

    index for transfer type = temperature (j=2 term)

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    -int -index_tt_e -

    index for transfer type = E-polarization

    -
    -int -index_tt_b -

    index for transfer type = B-polarization

    -
    -int -index_tt_lcmb -

    index for transfer type = CMB lensing

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    -int -index_tt_density -

    index for first bin of transfer type = matter density

    -
    -int -index_tt_lensing -

    index for first bin of transfer type = galaxy lensing

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    -int -index_tt_rsd -

    index for first bin of transfer type = redshift space distortion of number count

    -
    -int -index_tt_d0 -

    index for first bin of transfer type = doppler effect for of number count (j=0 term)

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    -int -index_tt_d1 -

    index for first bin of transfer type = doppler effect for of number count (j=1 term)

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    -int -index_tt_nc_lens -

    index for first bin of transfer type = lensing for of number count

    -
    -int -index_tt_nc_g1 -

    index for first bin of transfer type = gravity term G1 for of number count

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    -int -index_tt_nc_g2 -

    index for first bin of transfer type = gravity term G2 for of number count

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    -int -index_tt_nc_g3 -

    index for first bin of transfer type = gravity term G3 for of number count

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    -int -index_tt_nc_g4 -

    index for first bin of transfer type = gravity term G3 for of number count

    -
    -int -index_tt_nc_g5 -

    index for first bin of transfer type = gravity term G3 for of number count

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    -int * -tt_size -

    number of requested transfer types tt_size[index_md] for each mode

    -
    -int ** -l_size_tt -

    number of multipole values for which we effectively compute the transfer function,l_size_tt[index_md][index_tt]

    -
    -int * -l_size -

    number of multipole values for each requested mode, l_size[index_md]

    -
    -int -l_size_max -

    greatest of all l_size[index_md]

    -
    -int * -l -

    list of multipole values l[index_l]

    -
    -double -angular_rescaling -

    correction between l and k space due to curvature (= comoving angular diameter distance to recombination / comoving radius to recombination)

    -
    -size_t -q_size -

    number of wavenumber values

    -
    -double * -q -

    list of wavenumber values, q[index_q]

    -
    -double ** -k -

    list of wavenumber values for each requested mode, k[index_md][index_q]. In flat universes k=q. In non-flat universes q and k differ through q2 = k2 + K(1+m), where m=0,1,2 for scalar, vector, tensor. q should be used throughout the transfer module, excepted when interpolating or manipulating the source functions S(k,tau): for a given value of q this should be done in k(q).

    -
    -int -index_q_flat_approximation -

    index of the first q value using the flat rescaling approximation

    -
    -double ** -transfer -

    table of transfer functions for each mode, initial condition, type, multipole and wavenumber, with argument transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) * ptr->l_size[index_md] + index_l) * ptr->q_size + index_q]

    -
    -short -initialise_HIS_cache -

    only true if we are using CLASS for setting up a cache of HIS structures

    -
    -short -transfer_verbose -

    flag regulating the amount of information sent to standard output (none if set to zero)

    -
    -ErrorMsg -error_message -

    zone for writing error messages

    -
    - -
    -
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    ◆ transfer_workspace

    - -
    -
    - - - - -
    struct transfer_workspace
    -
    -

    Structure containing all the quantities that each thread needs to know for computing transfer functions (but that can be forgotten once the transfer functions are known, otherwise they would be stored in the transfer module)

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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    Data Fields
    -HyperInterpStruct -HIS -

    structure containing all hyperspherical bessel functions (flat case) or all hyperspherical bessel functions for a given value of beta=q/sqrt(|K|) (non-flat case). HIS = Hyperspherical Interpolation Structure.

    -
    -int -HIS_allocated -

    flag specifying whether the previous structure has been allocated

    -
    -HyperInterpStruct * -pBIS -

    pointer to structure containing all the spherical bessel functions of the flat case (used even in the non-flat case, for approximation schemes). pBIS = pointer to Bessel Interpolation Structure.

    -
    -int -l_size -

    number of l values

    -
    -int -tau_size -

    number of discrete time values for a given type

    -
    -int -tau_size_max -

    maximum number of discrete time values for all types

    -
    -double * -interpolated_sources -

    interpolated_sources[index_tau]: sources interpolated from the perturbation module at the right value of k

    -
    -double * -sources -

    sources[index_tau]: sources used in transfer module, possibly differing from those in the perturbation module by some resampling or rescaling

    -
    -double * -tau0_minus_tau -

    tau0_minus_tau[index_tau]: values of (tau0 - tau)

    -
    -double * -w_trapz -

    w_trapz[index_tau]: values of weights in trapezoidal integration (related to time steps)

    -
    -double * -chi -

    chi[index_tau]: value of argument of bessel function: k(tau0-tau) (flat case) or sqrt(|K|)(tau0-tau) (non-flat case)

    -
    -double * -cscKgen -

    cscKgen[index_tau]: useful trigonometric function

    -
    -double * -cotKgen -

    cotKgen[index_tau]: useful trigonometric function

    -
    -double -K -

    curvature parameter (see background module for details)

    -
    -int -sgnK -

    0 (flat), 1 (positive curvature, spherical, closed), -1 (negative curvature, hyperbolic, open)

    -
    -double -tau0_minus_tau_cut -

    critical value of (tau0-tau) in time cut approximation for the wavenumber at hand

    -
    -short -neglect_late_source -

    flag stating whether we use the time cut approximation for the wavenumber at hand

    -
    - -
    -
    -

    Enumeration Type Documentation

    - -

    ◆ radial_function_type

    - -
    -
    - - - - -
    enum radial_function_type
    -
    -

    enumeration of possible source types. This looks redundant with respect to the definition of indices index_tt_... This definition is however convenient and time-saving: it allows to use a "case" statement in transfer_radial_function()

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    - - - - diff --git a/doc/manual/html/transfer_8h.js b/doc/manual/html/transfer_8h.js deleted file mode 100644 index eed72a63..00000000 --- a/doc/manual/html/transfer_8h.js +++ /dev/null @@ -1,78 +0,0 @@ -var transfer_8h = -[ - [ "transfers", "transfer_8h.html#structtransfers", [ - [ "lcmb_rescale", "transfer_8h.html#a8c2f7acb96ae31d0faf207ffce762ae4", null ], - [ "lcmb_tilt", "transfer_8h.html#a6db5c71e92b75d127a1ca1903d4142b9", null ], - [ "lcmb_pivot", "transfer_8h.html#a91095384810847be0636e449c0212e24", null ], - [ "selection_bias", "transfer_8h.html#a11fc80f50096e99f698479c1430076c7", null ], - [ "selection_magnification_bias", "transfer_8h.html#a0f38a4074b6dd8d95379b8e171e54533", null ], - [ "has_nz_file", "transfer_8h.html#a14e959fc0d7bda1024931143936ccc66", null ], - [ "has_nz_analytic", "transfer_8h.html#af262b11017ed9d84c33310b9c00abe4c", null ], - [ "nz_file_name", "transfer_8h.html#a35378a07a9177c5f0e9eee5be9f4637b", null ], - [ "nz_size", "transfer_8h.html#a0f728ad0ee27fe37d42caa1235a25481", null ], - 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- - - - - - -CLASS MANUAL: transfer.h Source File - - - - - - - - - - - - - - -
    -
    - - - - - - -
    -
    CLASS MANUAL -
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    - - - - - - - -
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    - -
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    - - -
    - -
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    -
    transfer.h
    -
    -
    -Go to the documentation of this file.
    1 
    3 #ifndef __TRANSFER__
    4 #define __TRANSFER__
    5 
    6 #include "nonlinear.h"
    7 #include "hyperspherical.h"
    8 #include <sys/shm.h>
    9 #include <sys/stat.h>
    10 #include "errno.h"
    11 
    12 /* macro: test if index_tt is in the range between index and index+num, while the flag is true */
    13 #define _index_tt_in_range_(index,num,flag) (flag == _TRUE_) && (index_tt >= index) && (index_tt < index+num)
    14 
    38 struct transfers {
    39 
    45 
    46  double lcmb_rescale;
    49  double lcmb_tilt;
    52  double lcmb_pivot;
    58  short has_nz_file;
    60  FileName nz_file_name;
    61  int nz_size;
    62  double * nz_z;
    63  double * nz_nz;
    64  double * nz_ddnz;
    68  FileName nz_evo_file_name;
    70  double * nz_evo_z;
    71  double * nz_evo_nz;
    72  double * nz_evo_dlog_nz;
    73  double * nz_evo_dd_dlog_nz;
    76 
    80 
    81  short has_cls;
    84 
    88 
    89  int md_size;
    94  int index_tt_e;
    95  int index_tt_b;
    110  int * tt_size;
    113 
    117 
    118  int ** l_size_tt;
    120  int * l_size;
    124  int * l;
    126  //int * l_size_bessel; /**< for each wavenumber, maximum value of l at which bessel functions must be evaluated */
    127 
    131 
    135 
    136  size_t q_size;
    138  double * q;
    140  double ** k;
    145 
    149 
    150  double ** transfer;
    153 
    157 
    162  ErrorMsg error_message;
    165 };
    166 
    175 
    179 
    180  HyperInterpStruct HIS;
    184  HyperInterpStruct * pBIS;
    186  int l_size;
    189 
    193 
    194  int tau_size;
    200  double * sources;
    205  double * tau0_minus_tau;
    206  double * w_trapz;
    207  double * chi;
    211  double * cscKgen;
    212  double * cotKgen;
    215 
    219 
    220  double K;
    221  int sgnK;
    224 
    227 };
    228 
    236 typedef enum {SCALAR_TEMPERATURE_0,
    237  SCALAR_TEMPERATURE_1,
    238  SCALAR_TEMPERATURE_2,
    239  SCALAR_POLARISATION_E,
    240  VECTOR_TEMPERATURE_1,
    241  VECTOR_TEMPERATURE_2,
    242  VECTOR_POLARISATION_E,
    243  VECTOR_POLARISATION_B,
    244  TENSOR_TEMPERATURE_2,
    245  TENSOR_POLARISATION_E,
    246  TENSOR_POLARISATION_B,
    247  NC_RSD} radial_function_type;
    248 
    249 enum Hermite_Interpolation_Order {HERMITE3, HERMITE4, HERMITE6};
    250 
    251 /*************************************************************************************************************/
    252 /* @cond INCLUDE_WITH_DOXYGEN */
    253 /*
    254  * Boilerplate for C++
    255  */
    256 #ifdef __cplusplus
    257 extern "C" {
    258 #endif
    259 
    261  struct transfers * ptr,
    262  int index_md,
    263  int index_ic,
    264  int index_type,
    265  int index_l,
    266  double q,
    267  double * ptransfer_local
    268  );
    269 
    270  int transfer_init(
    271  struct precision * ppr,
    272  struct background * pba,
    273  struct thermo * pth,
    274  struct perturbs * ppt,
    275  struct nonlinear * pnl,
    276  struct transfers * ptr
    277  );
    278 
    279  int transfer_free(
    280  struct transfers * ptr
    281  );
    282 
    284  struct precision * ppr,
    285  struct perturbs * ppt,
    286  struct transfers * ptr,
    287  double q_period,
    288  double K,
    289  int sgnK
    290  );
    291 
    292  int transfer_perturbation_copy_sources_and_nl_corrections(
    293  struct perturbs * ppt,
    294  struct nonlinear * pnl,
    295  struct transfers * ptr,
    296  double *** sources
    297  );
    298 
    299  int transfer_perturbation_source_spline(
    300  struct perturbs * ppt,
    301  struct transfers * ptr,
    302  double *** sources,
    303  double *** sources_spline
    304  );
    305 
    306  int transfer_perturbation_sources_free(
    307  struct perturbs * ppt,
    308  struct nonlinear * pnl,
    309  struct transfers * ptr,
    310  double *** sources
    311  );
    312 
    313  int transfer_perturbation_sources_spline_free(
    314  struct perturbs * ppt,
    315  struct transfers * ptr,
    316  double *** sources_spline
    317  );
    318 
    320  struct precision * ppr,
    321  struct perturbs * ppt,
    322  struct transfers * ptr
    323  );
    324 
    326  struct precision * ppr,
    327  struct perturbs * ppt,
    328  struct transfers * ptr,
    329  double q_period,
    330  double K,
    331  int sgnK
    332  );
    333 
    334  int transfer_get_q_list_v1(
    335  struct precision * ppr,
    336  struct perturbs * ppt,
    337  struct transfers * ptr,
    338  double q_period,
    339  double K,
    340  int sgnK
    341  );
    342 
    344  struct perturbs * ppt,
    345  struct transfers * ptr,
    346  double K
    347  );
    348 
    350  struct perturbs * ppt,
    351  struct transfers * ptr,
    352  int ** tp_of_tt
    353  );
    354 
    355  int transfer_free_source_correspondence(
    356  struct transfers * ptr,
    357  int ** tp_of_tt
    358  );
    359 
    360  int transfer_source_tau_size_max(
    361  struct precision * ppr,
    362  struct background * pba,
    363  struct perturbs * ppt,
    364  struct transfers * ptr,
    365  double tau_rec,
    366  double tau0,
    367  int * tau_size_max
    368  );
    369 
    371  struct precision * ppr,
    372  struct background * pba,
    373  struct perturbs * ppt,
    374  struct transfers * ptr,
    375  double tau_rec,
    376  double tau0,
    377  int index_md,
    378  int index_tt,
    379  int * tau_size
    380  );
    381 
    383  struct precision * ppr,
    384  struct background * pba,
    385  struct perturbs * ppt,
    386  struct transfers * ptr,
    387  int ** tp_of_tt,
    388  int index_q,
    389  int tau_size_max,
    390  double tau_rec,
    391  double *** sources,
    392  double *** sources_spline,
    393  struct transfer_workspace * ptw
    394  );
    395 
    396  int transfer_radial_coordinates(
    397  struct transfers * ptr,
    398  struct transfer_workspace * ptw,
    399  int index_md,
    400  int index_q
    401  );
    402 
    404  struct perturbs * ppt,
    405  struct transfers * ptr,
    406  int index_q,
    407  int index_md,
    408  int index_ic,
    409  int index_type,
    410  double * sources,
    411  double * source_spline,
    412  double * interpolated_sources
    413  );
    414 
    415  int transfer_sources(
    416  struct precision * ppr,
    417  struct background * pba,
    418  struct perturbs * ppt,
    419  struct transfers * ptr,
    420  double * interpolated_sources,
    421  double tau_rec,
    422  int index_q,
    423  int index_md,
    424  int index_tt,
    425  double * sources,
    426  double * tau0_minus_tau,
    427  double * delta_tau,
    428  int * tau_size_out
    429  );
    430 
    432  struct precision * ppr,
    433  struct perturbs * ppt,
    434  struct transfers * ptr,
    435  int bin,
    436  double z,
    437  double * selection);
    438 
    440  struct transfers * ptr,
    441  double z,
    442  double * dNdz,
    443  double * dln_dNdz_dz);
    444 
    446  struct precision * ppr,
    447  struct background * pba,
    448  struct perturbs * ppt,
    449  struct transfers * ptr,
    450  int bin,
    451  double * tau0_minus_tau,
    452  int tau_size);
    453 
    455  struct precision * ppr,
    456  struct background * pba,
    457  struct perturbs * ppt,
    458  struct transfers * ptr,
    459  int bin,
    460  double tau0,
    461  double * tau0_minus_tau,
    462  int tau_size);
    463 
    465  struct precision * ppr,
    466  struct background * pba,
    467  struct perturbs * ppt,
    468  struct transfers * ptr,
    469  int bin,
    470  double * tau0_minus_tau,
    471  int tau_size,
    472  int index_md,
    473  double tau0,
    474  double * interpolated_sources,
    475  double * sources);
    476 
    478  struct precision * ppr,
    479  struct background * pba,
    480  struct perturbs * ppt,
    481  struct transfers * ptr,
    482  int bin,
    483  double * tau_min,
    484  double * tau_mean,
    485  double * tau_max);
    486 
    488  struct precision * ppr,
    489  struct background * pba,
    490  struct perturbs * ppt,
    491  struct transfers * ptr,
    492  double * selection,
    493  double * tau0_minus_tau,
    494  double * delta_tau,
    495  int tau_size,
    496  double * pvecback,
    497  double tau0,
    498  int bin);
    499 
    501  struct transfer_workspace * ptw,
    502  struct precision * ppr,
    503  struct perturbs * ppt,
    504  struct transfers * ptr,
    505  int index_q,
    506  int index_md,
    507  int index_ic,
    508  int index_tt,
    509  int index_l,
    510  double l,
    511  double q_max_bessel,
    512  radial_function_type radial_type
    513  );
    514 
    515  int transfer_use_limber(
    516  struct precision * ppr,
    517  struct perturbs * ppt,
    518  struct transfers * ptr,
    519  double q_max_bessel,
    520  int index_md,
    521  int index_tt,
    522  double q,
    523  double l,
    524  short * use_limber
    525  );
    526 
    527  int transfer_integrate(
    528  struct perturbs * ppt,
    529  struct transfers * ptr,
    530  struct transfer_workspace *ptw,
    531  int index_q,
    532  int index_md,
    533  int index_tt,
    534  double l,
    535  int index_l,
    536  double q,
    537  radial_function_type radial_type,
    538  double * trsf
    539  );
    540 
    541  int transfer_limber(
    542  struct transfers * ptr,
    543  struct transfer_workspace * ptw,
    544  int index_md,
    545  int index_q,
    546  double l,
    547  double q,
    548  radial_function_type radial_type,
    549  double * trsf
    550  );
    551 
    553  struct transfers * ptr,
    554  double * tau0_minus_tau,
    555  double * sources,
    556  int tau_size,
    557  double tau0_minus_tau_limber,
    558  double * S
    559  );
    560 
    561  int transfer_limber2(
    562  int tau_size,
    563  struct transfers * ptr,
    564  int index_md,
    565  int index_q,
    566  double l,
    567  double q,
    568  double * tau0_minus_tau,
    569  double * sources,
    570  radial_function_type radial_type,
    571  double * trsf
    572  );
    573 
    574  int transfer_can_be_neglected(
    575  struct precision * ppr,
    576  struct perturbs * ppt,
    577  struct transfers * ptr,
    578  int index_md,
    579  int index_ic,
    580  int index_tt,
    581  double ra_rec,
    582  double q,
    583  double l,
    584  short * neglect
    585  );
    586 
    587  int transfer_late_source_can_be_neglected(
    588  struct precision * ppr,
    589  struct perturbs * ppt,
    590  struct transfers * ptr,
    591  int index_md,
    592  int index_tt,
    593  double l,
    594  short * neglect);
    595 
    596  int transfer_select_radial_function(
    597  struct perturbs * ppt,
    598  struct transfers * ptr,
    599  int index_md,
    600  int index_tt,
    601  radial_function_type *radial_type
    602  );
    603 
    604  int transfer_radial_function(
    605  struct transfer_workspace * ptw,
    606  struct perturbs * ppt,
    607  struct transfers * ptr,
    608  double k,
    609  int index_q,
    610  int index_l,
    611  int x_size,
    612  double * radial_function,
    613  radial_function_type radial_type
    614  );
    615 
    616  int transfer_init_HIS_from_bessel(
    617  struct transfers * ptr,
    618  HyperInterpStruct *pHIS
    619  );
    620 
    621  int transfer_global_selection_read(
    622  struct transfers * ptr
    623  );
    624 
    625  int transfer_workspace_init(
    626  struct transfers * ptr,
    627  struct precision * ppr,
    628  struct transfer_workspace **ptw,
    629  int perturb_tau_size,
    630  int tau_size_max,
    631  double K,
    632  int sgnK,
    633  double tau0_minus_tau_cut,
    634  HyperInterpStruct * pBIS
    635  );
    636 
    637  int transfer_workspace_free(
    638  struct transfers * ptr,
    639  struct transfer_workspace *ptw
    640  );
    641 
    642  int transfer_update_HIS(
    643  struct precision * ppr,
    644  struct transfers * ptr,
    645  struct transfer_workspace * ptw,
    646  int index_q,
    647  double tau0
    648  );
    649 
    650  int transfer_get_lmax(int (*get_xmin_generic)(int sgnK,
    651  int l,
    652  double nu,
    653  double xtol,
    654  double phiminabs,
    655  double *x_nonzero,
    656  int *fevals),
    657  int sgnK,
    658  double nu,
    659  int *lvec,
    660  int lsize,
    661  double phiminabs,
    662  double xmax,
    663  double xtol,
    664  int *index_l_left,
    665  int *index_l_right,
    666  ErrorMsg error_message);
    667 
    668 #ifdef __cplusplus
    669 }
    670 #endif
    671 
    672 #endif
    673 /* @endcond */
    int tau_size
    Definition: transfer.h:194
    -
    Definition: background.h:31
    -
    double selection_magnification_bias[_SELECTION_NUM_MAX_]
    Definition: transfer.h:56
    -
    int index_tt_e
    Definition: transfer.h:94
    -
    int transfer_compute_for_each_l(struct transfer_workspace *ptw, struct precision *ppr, struct perturbs *ppt, struct transfers *ptr, int index_q, int index_md, int index_ic, int index_tt, int index_l, double l, double q_max_bessel, radial_function_type radial_type)
    Definition: transfer.c:3456
    -
    int transfer_lensing_sampling(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int bin, double tau0, double *tau0_minus_tau, int tau_size)
    Definition: transfer.c:3132
    -
    short has_cls
    Definition: transfer.h:81
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    HyperInterpStruct HIS
    Definition: transfer.h:180
    -
    int transfer_get_l_list(struct precision *ppr, struct perturbs *ppt, struct transfers *ptr)
    Definition: transfer.c:804
    -
    int transfer_selection_times(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int bin, double *tau_min, double *tau_mean, double *tau_max)
    Definition: transfer.c:3256
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    FileName nz_evo_file_name
    Definition: transfer.h:68
    -
    int tau_size_max
    Definition: transfer.h:195
    - -
    int index_tt_nc_lens
    Definition: transfer.h:103
    -
    int transfer_free(struct transfers *ptr)
    Definition: transfer.c:420
    -
    int transfer_functions_at_q(struct transfers *ptr, int index_md, int index_ic, int index_tt, int index_l, double q, double *transfer_function)
    Definition: transfer.c:61
    -
    FileName nz_file_name
    Definition: transfer.h:60
    -
    Definition: perturbations.h:95
    -
    double * chi
    Definition: transfer.h:207
    -
    int transfer_sources(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, double *interpolated_sources, double tau_rec, int index_q, int index_md, int index_tt, double *sources, double *tau0_minus_tau, double *w_trapz, int *tau_size_out)
    Definition: transfer.c:2078
    -
    int transfer_get_source_correspondence(struct perturbs *ppt, struct transfers *ptr, int **tp_of_tt)
    Definition: transfer.c:1311
    -
    double * nz_evo_z
    Definition: transfer.h:70
    -
    Definition: thermodynamics.h:58
    -
    int transfer_interpolate_sources(struct perturbs *ppt, struct transfers *ptr, int index_q, int index_md, int index_ic, int index_type, double *pert_source, double *pert_source_spline, double *interpolated_sources)
    Definition: transfer.c:1994
    -
    int transfer_integrate(struct perturbs *ppt, struct transfers *ptr, struct transfer_workspace *ptw, int index_q, int index_md, int index_tt, double l, int index_l, double k, radial_function_type radial_type, double *trsf)
    Definition: transfer.c:3642
    -
    double selection_bias[_SELECTION_NUM_MAX_]
    Definition: transfer.h:55
    -
    double * nz_nz
    Definition: transfer.h:63
    -
    int index_tt_nc_g5
    Definition: transfer.h:108
    -
    double ** transfer
    Definition: transfer.h:150
    -
    int index_tt_nc_g3
    Definition: transfer.h:106
    -
    int index_tt_density
    Definition: transfer.h:97
    -
    int nz_size
    Definition: transfer.h:61
    -
    int * l_size
    Definition: transfer.h:120
    -
    short has_nz_analytic
    Definition: transfer.h:59
    -
    double * tau0_minus_tau
    Definition: transfer.h:205
    -
    int index_q_flat_approximation
    Definition: transfer.h:142
    -
    int index_tt_lcmb
    Definition: transfer.h:96
    -
    double * w_trapz
    Definition: transfer.h:206
    -
    int * l
    Definition: transfer.h:124
    -
    int l_size
    Definition: transfer.h:186
    -
    int transfer_dNdz_analytic(struct transfers *ptr, double z, double *dNdz, double *dln_dNdz_dz)
    Definition: transfer.c:3020
    -
    double tau0_minus_tau_cut
    Definition: transfer.h:225
    -
    int index_tt_nc_g1
    Definition: transfer.h:104
    -
    double * nz_evo_dlog_nz
    Definition: transfer.h:72
    -
    HyperInterpStruct * pBIS
    Definition: transfer.h:184
    -
    short has_nz_evo_analytic
    Definition: transfer.h:67
    -
    #define _SELECTION_NUM_MAX_
    Definition: perturbations.h:68
    -
    ErrorMsg error_message
    Definition: transfer.h:162
    -
    int transfer_compute_for_each_q(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int **tp_of_tt, int index_q, int tau_size_max, double tau_rec, double ***pert_sources, double ***pert_sources_spline, struct transfer_workspace *ptw)
    Definition: transfer.c:1679
    -
    double * cotKgen
    Definition: transfer.h:212
    -
    short initialise_HIS_cache
    Definition: transfer.h:158
    -
    int transfer_get_k_list(struct perturbs *ppt, struct transfers *ptr, double K)
    Definition: transfer.c:1234
    -
    int index_tt_t2
    Definition: transfer.h:93
    -
    int transfer_limber(struct transfers *ptr, struct transfer_workspace *ptw, int index_md, int index_q, double l, double q, radial_function_type radial_type, double *trsf)
    Definition: transfer.c:3823
    -
    int index_tt_t0
    Definition: transfer.h:91
    -
    int transfer_limber_interpolate(struct transfers *ptr, double *tau0_minus_tau, double *sources, int tau_size, double tau0_minus_tau_limber, double *S)
    Definition: transfer.c:3980
    -
    double lcmb_pivot
    Definition: transfer.h:52
    -
    double K
    Definition: transfer.h:220
    -
    double lcmb_tilt
    Definition: transfer.h:49
    -
    int index_tt_rsd
    Definition: transfer.h:100
    -
    int transfer_selection_function(struct precision *ppr, struct perturbs *ppt, struct transfers *ptr, int bin, double z, double *selection)
    Definition: transfer.c:2875
    -
    int transfer_indices_of_transfers(struct precision *ppr, struct perturbs *ppt, struct transfers *ptr, double q_period, double K, int sgnK)
    Definition: transfer.c:477
    -
    int transfer_selection_sampling(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int bin, double *tau0_minus_tau, int tau_size)
    Definition: transfer.c:3064
    -
    radial_function_type
    Definition: transfer.h:236
    -
    Definition: transfer.h:38
    -
    double ** k
    Definition: transfer.h:140
    -
    short has_nz_file
    Definition: transfer.h:58
    -
    double * interpolated_sources
    Definition: transfer.h:196
    -
    size_t q_size
    Definition: transfer.h:136
    -
    int transfer_selection_compute(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, double *selection, double *tau0_minus_tau, double *w_trapz, int tau_size, double *pvecback, double tau0, int bin)
    Definition: transfer.c:3336
    -
    int index_tt_lensing
    Definition: transfer.h:98
    -
    int HIS_allocated
    Definition: transfer.h:182
    -
    int index_tt_d0
    Definition: transfer.h:101
    -
    int nz_evo_size
    Definition: transfer.h:69
    -
    short transfer_verbose
    Definition: transfer.h:160
    -
    double * cscKgen
    Definition: transfer.h:211
    -
    double angular_rescaling
    Definition: transfer.h:128
    -
    double lcmb_rescale
    Definition: transfer.h:46
    -
    int ** l_size_tt
    Definition: transfer.h:118
    -
    int transfer_source_resample(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, int bin, double *tau0_minus_tau, int tau_size, int index_md, double tau0, double *interpolated_sources, double *sources)
    Definition: transfer.c:3189
    -
    int index_tt_d1
    Definition: transfer.h:102
    -
    int index_tt_nc_g2
    Definition: transfer.h:105
    -
    int index_tt_nc_g4
    Definition: transfer.h:107
    -
    short has_nz_evo_file
    Definition: transfer.h:66
    -
    Definition: common.h:345
    -
    short neglect_late_source
    Definition: transfer.h:226
    -
    int md_size
    Definition: transfer.h:89
    -
    int transfer_limber2(int tau_size, struct transfers *ptr, int index_md, int index_k, double l, double k, double *tau0_minus_tau, double *sources, radial_function_type radial_type, double *trsf)
    Definition: transfer.c:4067
    -
    int sgnK
    Definition: transfer.h:221
    -
    int transfer_get_q_list(struct precision *ppr, struct perturbs *ppt, struct transfers *ptr, double q_period, double K, int sgnK)
    Definition: transfer.c:1003
    -
    int l_size_max
    Definition: transfer.h:122
    -
    int transfer_init(struct precision *ppr, struct background *pba, struct thermo *pth, struct perturbs *ppt, struct nonlinear *pnl, struct transfers *ptr)
    Definition: transfer.c:115
    -
    double * sources
    Definition: transfer.h:200
    -
    int transfer_source_tau_size(struct precision *ppr, struct background *pba, struct perturbs *ppt, struct transfers *ptr, double tau_rec, double tau0, int index_md, int index_tt, int *tau_size)
    Definition: transfer.c:1495
    -
    Definition: transfer.h:174
    -
    double * nz_evo_dd_dlog_nz
    Definition: transfer.h:73
    -
    int * tt_size
    Definition: transfer.h:110
    -
    double * nz_ddnz
    Definition: transfer.h:64
    -
    double * nz_evo_nz
    Definition: transfer.h:71
    -
    double * nz_z
    Definition: transfer.h:62
    -
    int index_tt_t1
    Definition: transfer.h:92
    -
    int index_tt_b
    Definition: transfer.h:95
    -
    Definition: nonlinear.h:21
    -
    double * q
    Definition: transfer.h:138
    -
    -
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\ No newline at end of file diff --git a/explanatory.ini b/explanatory.ini old mode 100755 new mode 100644 index 0d9daa74..b483cd90 --- a/explanatory.ini +++ b/explanatory.ini @@ -1,686 +1,1026 @@ -*~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~* -* CLASS input parameter file * -*~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~* - -> This example of input file, intended for CLASS beginners, lists all -> possibilities with detailed comments. You can use a more concise version, in -> which only the arguments in which you are interested would appear. Only -> lines containing an equal sign not preceded by a sharp sign "#" are -> considered by the code. Hence, do not write an equal sign within a comment, -> the whole line would be interpreted as relevant input. Input files must have -> an extension ".ini". +# *~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~* +# * CLASS input parameter file * +# *~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~* + +# This example of input file, intended for CLASS beginners, lists all +# possibilities with detailed comments. You can use a more concise version, in +# which only the arguments in which you are interested would appear. Only lines +# containing an equal sign not preceded by a sharp sign "#" are considered by +# the code, any other line is considered as a comment. +# +# The normal syntax is: parameter = value(s) +# where white spaces do not matter (they are removed automatically by the +# parser unless they are part of the parameter name). +# However, 'parameter' = value(s) +# and "parameter" = value(s) +# are also accepted by the parser since v2.8.0 +# +# Input files must have an extension ".ini". + + + +# ------------------------- +# ----> General parameters: +# ------------------------- + +# 1) List of output spectra requested: +# - 'tCl' for temperature Cls, +# - 'pCl' for polarization Cls, +# - 'lCl' for CMB lensing potential Cls, +# - 'nCl' (or 'dCl') for density number count Cls, +# - 'sCl' for galaxy lensing potential Cls, +# - 'mPk' for total matter power spectrum P(k) infered from gravitational +# potential, +# - 'dTk' (or 'mTk') for density transfer functions for each species, +# - 'vTk' for velocity transfer function for each species +# - 'sd' for spectral distortions +# Warning: both lCl and sCl compute the C_ls of the lensing potential, +# C_l^phi-phi. If you are used to other codes, you may want to deal instead +# with the deflection Cls or the shear/convergence Cls. The relations +# between them are trivial: +# --> deflection d: Cl^dd = l(l+1) C_l^phiphi +# --> convergence kappa and shear gamma: the share the same harmonic +# power spectrum: Cl^gamma-gamma = 1/4 * [(l+2)!/(l-2)!] C_l^phi-phi +# By defaut, the code will try to compute the following cross-correlation +# Cls (if available): temperature-polarisation, temperature-CMB lensing, +# polarization-CMB lensing, CMB lensing-density, and density-lensing. Other +# cross-correlations are not computed because they would slow down the +# code considerably. +# +# Can be left blank if you do not want to evolve cosmological perturbations +# at all. (default: set to blank, no perturbation calculation) +output = tCl,pCl,lCl,mPk +#output = tCl,pCl,lCl +#output = mPk,mTk +#output = Sd + +# 1.a) If you included 'tCl' in the list, you can take into account only some +# of the terms contributing to the temperature spectrum: +# - intrinsic temperature corrected by Sachs-Wolfe ('tsw' or 'TSW'), +# - early integrated Sachs-Wolfe ('eisw' or 'EISW'), +# - late integrated Sachs-Wolfe ('lisw' or 'LISW'), +# - Doppler ('dop' or 'Dop'), +# - polarisation contribution ('pol' or 'Pol'). +# Put below the list of terms to be included (defaut: if this field is not +# passed, all terms will be included) +#temperature_contributions = tsw, eisw, lisw, dop, pol + +# 1.a.1) If one of 'eisw' or 'lisw' is turned off, the code will read +# 'early/late isw redshift', the split value of redshift z at which the +# isw is considered as late or early (if this field is absent or left +# blank, by default, 'early/late isw redshift' is set to 50) +#early_late_isw_redshift = + +# 1.b) If you included 'nCl' (or 'dCl') in the list, you can take into account +# only some of the terms contributing to the obsevable number count +# fluctuation spectrum: +# - matter density ('density'), +# - redshift-space and Doppler distortions ('rsd'), +# - lensing ('lensing'), +# - or gravitational potential terms ('gr'). +# Put below the list of terms to be included (defaut: if this field is not +# passed, only 'dens' will be included) +#number_count_contributions = density, rsd, lensing, gr + +# 1.c) If you included 'dTk' (or 'mTk') in the list, the code will give you by +# default the transfer function of the scale-invariant Bardeen potentials +# (for whatever gauge you are using). If you need the transfer function of +# additional metric fluctuations, specific to the gauge you are using, set +# the following flag to 'yes' (default: set to 'no') +#extra_metric_transfer_functions = yes + + +# 2) If you want to consider perturbed recombination, enter a word +# containing the letter 'y' or 'Y'. CLASS will then compute the +# perturbation in the ionization fraction x_e and the baryon +# temperature, as in 0707.2727. The initial conformal time will be +# small, therefore you should use the default integrator ndf15 +# (i.e. do not set 'evolver' to 0, otherwise the code will be +# slower). (default: no, neglect perturbed recombination) +#perturbed_recombination = yes + +# 3) List of modes: +# - 's' for scalars, +# - 'v' for vectors, +# - 't' for tensors). +# More than one letter allowed, can be attached or separated by arbitrary +# characters; letters can be small or capital. (default: set to 's') +modes = s +#modes = s,t ----------------------------- -----> background parameters: ----------------------------- +# 3.a) List of initial conditions for scalars: +# - 'ad' for adiabatic, +# - 'bi' for baryon isocurvature, +# - 'cdi' for CDM isocurvature, +# - 'nid' for neutrino density isocurvature, +# - 'niv' for neutrino velocity isocurvature. +# More than one of these allowed, can be attached or separated by arbitrary +# characters; letters can be small or capital. (default: set to 'ad') +ic = ad +#ic = ad&bi&nid -1) Hubble parameter : either 'H0' in km/s/Mpc or 'h' or '100*theta_s' where the - latter is the peak scale parameter 100(ds_dec/da_dec) close to 1.042143 - (default: 'h' set to 0.67556) +# 3.b) Which perturbations should be included in tensor calculations? +# - write 'exact' to include photons, ultra-relativistic species 'ur' +# and all non-cold dark matter species 'ncdm'; +# - write 'massless' to approximate 'ncdm' as extra relativistic species +# (good approximation if ncdm is still relativistic at the time of +# recombination); +# - write 'photons' to include only photons +# (default: set to 'massless') +tensor_method = + + +# 4) Gauge +# 4.a) Gauge in which calculations are performed: +# - 'sync' or 'synchronous' or 'Synchronous' for synchronous, +# - 'new' or 'newtonian' or 'Newtonian' for Newtonian/longitudinal gauge +# (default: set to synchronous) +gauge = synchronous -#H0 = 67.556 -h =0.67556 -#100*theta_s = 1.042143 +# 4.b) Do you want to output the N-body gauge quantities as well? +# If you included 'dTk' or 'vTk' in the list of outputs, you may transform +# your transfer functions into the Nbody gauge by setting the following +# flag to 'yes'. This will also include the transfer function for the +# metric perturbations H_T' (exact) and gamma (approximate) in the Nbody gauge. +# See e.g. 1505.04756, and equations (A.2) and (A.5) in 1811.00904 +# for more precise definitions. These calculations are more stable with +# 'gauge=synchronous' (default). To compute H_T' and gamma +# without converting the output to the Nbody gauge, +# please use the flag 'extra metric transfer functions' instead. +# Can be set to anything starting with 'y' or 'n'. +# (default: set to 'no') +#nbody_gauge_transfer_functions = yes + +# 5) Hubble parameter : either 'H0' in km/s/Mpc or 'h' (or 'theta_s_100'), where +# the latter is the peak scale parameter defined exactly as 100(ds_dec/da_dec) +# with a decoupling time given by maximum of visibility function (quite different +# from theta_MC of CosmoMC and slightly different from theta_* of CAMB) +# (default: 'h' set to 0.67810 such that 100*theta_s = 1.041783 like in Planck 2018) +h = 0.67810 +#H0 = 67.810 +#theta_s_100 = 1.041783 + + +# 6) Primordial Helium fraction 'YHe', e.g. 0.25; if set to 'BBN' or 'bbn', +# will be inferred from Big Bang Nucleosynthesis (default: set to 'BBN') +YHe = BBN -2) photon density: either 'T_cmb' in K or 'Omega_g' or 'omega_g' (default: - 'T_cmb' set to 2.7255) -T_cmb = 2.7255 -#Omega_g = -#omega_g = +# 7) 'recombination' algorithm set to 'RECFAST' or 'HyRec'. 'HyRec' points at HyRec 2020. Its compute time is negligible compared to other CLASS modules. 'RECFAST' points at RecFastCLASS, an enhanced version of RecFast 1.5 with better integration shceme and less discontinuities. Recfast is still slightly faster than HyRec but less accurate. HyRec is better for most purposes. RecFast can still be useful for studying some particular modifications of standard recombination. Both schemes use the CLASS ODE integrators. (Default: HyRec') +recombination = HyRec + +# 7.a) If recombination algorithm is set to 'RECFAST' +# the photo-ionization coefficients beta(T) for normal Recfast depend on Tmat +# This is an approximation (see e.g. arxiv:1605.03928 page 10, arxiv:1503.04827 page 2, right column) +# With 'recfast_photoion_dependence' the photo-ionization coefficient beta(T) is set to depend on +# - 'Tmat' uses beta(Tmat) depending on matter temperature +# (like in original RECFAST and in CLASS v2.x) +# - 'Trad' uses beta(Trad) depending on radiation temperature +# (while this option is theoretically more motivated, the option 'Tmat' leads to +# results which agree better with HyRec and CosmoRec. This is probably due to the +# fudge factor for the Peebles coefficient being optimized for a Tmat dependence) +# (default: set to 'Tmat') +recfast_photoion_dependence = + + +# 8) Parametrization of reionization: 'reio_parametrization' must be one of +# - 'reio_none' (no reionization), +# - 'reio_camb' (like CAMB: one tanh() step for hydrogen reionization one +# for second helium reionization), +# - 'reio_bins_tanh' (binned history x_e(z) with tanh() interpolation +# between input values), +# - 'reio_half_tanh' (like 'reio_camb' excepted that we match the +# function xe(z) from recombination with only half a tanh(z-z_reio)), +# - 'reio_many_tanh' (arbitrary number of tanh-like steps with specified +# ending values, a scheme usually more useful than 'reio_bins_tanh'), +# - 'reio_inter' (linear interpolation between discrete values of xe(z)). +# (default: set to 'reio_camb') +reio_parametrization = reio_camb -3) baryon density: either 'Omega_b' or 'omega_b' (default: 'omega_b' set to - 0.022032) +# 8.a) If 'reio_parametrization' set to 'reio_camb' or 'reio_half_tanh': +# enter one of 'z_reio' or 'tau_reio' (default: 'z_reio' set to 7.6711 to +# get tau_reio of 0.054308), plus 'reionization_exponent', +# 'reionization_width', 'helium_fullreio_redshift', +# 'helium_fullreio_width'. (default: set to 1.5, 0.5, 3.5, 0.5) +z_reio = 7.6711 +#tau_reio = 0.05430842 +reionization_exponent = 1.5 +reionization_width = 0.5 +helium_fullreio_redshift = 3.5 +helium_fullreio_width = 0.5 -#Omega_b = -omega_b = 0.022032 +# 8.b) If 'reio_parametrization' set to 'reio_bins_tanh': +# enter number of bins and list of z_i and xe_i defining the free electron +# density at the center of each bin. Also enter a dimensionless paramater +# regulating the sharpness of the tanh() steps, independently of the bin +# width; recommended sharpness is 0.3, smaller values will make steps too +# sharp, larger values will make the step very progressive but with +# discontinuity of x_e(z) derivative around z_i values. (default: set to +# 0, blank, blank, 0.3) +binned_reio_num = 3 +binned_reio_z = 8,12,16 +binned_reio_xe = 0.8,0.2,0.1 +binned_reio_step_sharpness = 0.3 -4a) ultra-relativistic species / massless neutrino density: either 'N_ur' or - 'Omega_ur' or 'omega_ur' (default: 'N_ur' set to 3.046) (note: instead of - 'N_ur' you can pass equivalently 'N_eff', although this syntax is - deprecated) (one more remark: if you have respectively 1,2,3 massive neutrinos, if you stick to the default value T_ncdm equal to 0.71611, designed to give m/omega of 93.14 eV, and if you want to use N_ur to get N_eff equal to 3.046 in the early universe, then you should pass here respectively 2.0328,1.0196,0.00641) +# 8.c) If 'reio_parametrization' set to 'reio_many_tanh': +# enter number of jumps, list of jump redhsifts z_i (central value of each +# tanh()), list of free electron density x_i after each jump, and common +# width of all jumps. If you want to end up with all hydrogen reionized +# but neglecting helium reionization, the first value of x_i in the list +# should be 1. For each x_i you can also pass the flags -1 or -2. They +# mean: +# - -1: after hydrogen + first helium recombination (so the code will +# substitute a value bigger than one based on Y_He); +# - -2: after hydrogen + second helium recombination (the code will +# substitute an even bigger value based on Y_He). +# You can get results close to reio_camb by setting these parameters to +# the value showed below (and adapting the second many_tanh_z to the usual +# z_reio). (default: not set) +many_tanh_num = 2 +many_tanh_z = 3.5,11.3 +many_tanh_xe = -2,-1 +many_tanh_width = 0.5 -N_ur = 3.046 -#Omega_ur = -#omega_ur = +# 8.d) If 'reio_parametrization' set to 'reio_inter': enter the number of +# points, the list of redshifts z_i, and the list of free electron +# fraction values x_i. The code will do linear interpolation between them. +# The first z_i should always be 0. Like above, for each x_i, you can also +# pass the flags -1 or -2. They mean: for -1, after the hydrogen and the +# first helium recombination (so the code will substitute a value bigger +# than one based on Y_He); for -2, after the hydrogen and the second +# helium recombination (the code will substitute an even bigger value +# based on Y_He). The last value of x_i should always be zero, the code +# will substitute it with the value that one would get in absence of +# reionization, as computed by the recombination code. (default: not set) +reio_inter_num = 8 +reio_inter_z = 0, 3, 4, 8, 9, 10, 11, 12 +reio_inter_xe = -2, -2, -1, -1, 0.9, 0.5, 0.1, 0 -4b) to simulate ultra-relativistic species with non-standard - properties, you can pass 'ceff2_ur' and 'cvis2_ur' (effective squared - sound speed and viscosity parameter, like in the Generalised Dark - Matter formalism of W. Hu) (default: both set to 1/3) -#ceff2_ur = -#cvis2_ur = +# 9) State whether you want the code to compute the simplest analytic +# approximation to the photon damping scale (it will be added to the +# thermodynamics output, and its value at recombination will be stored and +# displayed in the standard output) (default: 'compute damping scale' set to +# 'no') +compute_damping_scale = -5) density of cdm (cold dark matter): 'Omega_cdm' or 'omega_cdm' (default: - 'omega_cdm' set to 0.12038) -#Omega_cdm = -omega_cdm = 0.12038 +# 10) State whether you want to include a variation of fudamental constants. Can be set to 'none' or to 'instantaneous'. Smoother evolutions could be included by modifying the function "background_varconst_of_z" in source/background.c. +varying_fundamental_constants = none -5b) For models with decaying cold dark matter (dcdm) you can choose to pass either: +# 10.a) If 'varying_fundamental_constants' is set to 'instantaneous', select the redshift of the transition 'varying_transition_redshift' (default: 50). At lower redshift, the value will be the currently observed value, while at higher redshift you can specify how large the value should be by giving the ratio of the value at high redshift with respect to the currently observed one. Provide the relative value of the fine structure constant 'varying_alpha' (default: 1), and the relative value of the effective electron mass 'varying_me' (default: 1). The treatment corresponds to that of 1705.03925. +varying_transition_redshift = +varying_alpha = 1. +varying_me = 1. -5b1) the current fractional density of dcdm+dr (decaying cold dark - matter and its relativistic decay radiation): 'Omega_dcdmdr' or - 'omega_dcdmdr' (default: 'Omega_dcdmdr' set to 0) +# 10.b) If 'varying_fundamental_constants' is not set to 'none' and 'YHe' is set to 'BBN', specify by how much the 'YHe' prediction from 'BBN' should be affected by the different value of the fine structure constant. The default value is motivated by 2001.01787. (default: 1) +bbn_alpha_sensitivity = 1. -Omega_dcdmdr = 0.0 -#omega_dcdmdr = 0.0 -5b2) the rescaled initial value for dcdm density (see 1407.2418 for definitions). If you specify 5b1, 5b2 will be found autamtically by a shooting method, and vice versa. (default: 'Omega_dcdmdr' set to 0, hence so is 'Omega_ini_dcdm') +# ------------------------- +# ----> Species parameters: +# ------------------------- -#Omega_ini_dcdm = -#omega_ini_dcdm = +# 1) Photon density: either 'T_cmb' in K or 'Omega_g' or 'omega_g' (default: +# 'T_cmb' set to 2.7255) +T_cmb = 2.7255 +#Omega_g = +#omega_g = -5c) decay constant of dcdm in km/s/Mpc, same unit as H0 above. -Gamma_dcdm = 0.0 +# 2) Baryon density: either 'Omega_b' or 'omega_b' (default: 'omega_b' set to +# 0.02238280) +omega_b = 0.02238280 +#Omega_b = -6) all parameters describing the ncdm sector (i.e. any non-cold dark matter - relics, including massive neutrinos, warm dark matter, etc.): - -> 'N_ncdm' is the number of distinct species (default: set to 0) +# 3) Ultra-relativistic species / massless neutrino density: either +# 'N_ur' or 'Omega_ur' or 'omega_ur' (default: 'N_ur' set to 3.044; +# see 2008.01074 and 2012.02726. This value is more accurate than the +# previous default value of 3.046) (note: instead of 'N_ur' you can +# pass equivalently 'N_eff', although this syntax is deprecated) (one +# more remark: if you have respectively 1,2,3 massive neutrinos, if +# you stick to the default value T_ncdm equal to 0.71611, designed to +# give m/omega of 93.14 eV, and if you want to use N_ur to get N_eff +# equal to 3.044 in the early universe, then you should pass here +# respectively 2.0308,1.0176,0.00441) +N_ur = 3.044 +#Omega_ur = +#omega_ur = -N_ncdm = 0 +# 3.a) To simulate ultra-relativistic species with non-standard properties, you +# can pass 'ceff2_ur' and 'cvis2_ur' (effective squared +# sound speed and viscosity parameter, like in the Generalised Dark Matter +# formalism of W. Hu) (default: both set to 1/3) +#ceff2_ur = +#cvis2_ur = - -> 'use_ncdm_psd_files' is the list of N_ncdm numbers: 0 means 'phase-space - distribution (psd) passed analytically inside the code, in the mnodule - background.c, inside the function background_ncdm_distribution()'; 1 means - 'psd passed as a file with at list two columns: first for q, second for - f_0(q)', where q is p/T_ncdm (default: only zeros) +# 4) Density of cdm (cold dark matter): 'Omega_cdm' or 'omega_cdm', or, +# density of total non-relativistic matter: 'Omega_m' or 'omega_m'. +# If you pass 'Omega_m' or 'omega_m', the code will automatically fill +# up the density of Cold Dark Matter such that all non-relativistic species +# (including non-cold DM) sum up to your input value of Omega_m +# (default: 'omega_cdm' set to 0.1201075) +omega_cdm = 0.1201075 +#Omega_cdm = +#Omega_m = +#omega_m = + + +# 5) ncdm sector (i.e. any non-cold dark matter relics, including massive +# neutrinos, warm dark matter, etc.): +# 5.a) 'N_ncdm' is the number of distinct species (default: set to 0) +N_ncdm = + +# 5.b) 'use_ncdm_psd_files' is the list of N_ncdm numbers: +# - 0 means 'phase-space distribution (psd) passed analytically +# inside the code, in the mnodule background.c, inside the function +# background_ncdm_distribution()', +# - 1 means 'psd passed as a file with at list two columns: first for +# q, second for f_0(q)', where q is p/T_ncdm +# (default: only zeros) #use_ncdm_psd_files = 0 - -> if some of the previous values are equal to one, 'ncdm_psd_filenames' is - the list of names of psd files (as many as number of ones in previous entry) - +# 5.b.1) If some of the previous values are equal to one, 'ncdm_psd_filenames' is +# the list of names of psd files (as many as number of ones in previous +# entry) ncdm_psd_filenames = psd_FD_single.dat - -> 'ncdm_psd_parameters' is an optional list of double parameters to describe - the analytic distribution function or to modify a p.s.d. passed as a file. - It is made available in the routine background_ncdm_distribution. - +# 5.c) 'ncdm_psd_parameters' is an optional list of double parameters to +# describe the analytic distribution function or to modify a p.s.d. passed +# as a file. It is made available in the routine +# background_ncdm_distribution. +#ncdm_psd_parameters = 0.3 ,0.5, 0.05 #ncdm_psd_parameters = Nactive, sin^2_12 ,s23 ,s13 -ncdm_psd_parameters = 0.3 ,0.5, 0.05 - - -The remaining parameters should be entered as a list of N_ncdm numbers -separated by commas: - - -> 'Omega_ncdm' or 'omega_ncdm' or 'm_ncdm' in eV (default: all set to zero); - with only one of these inputs, CLASS computes the correct value of - the mass; if both (Omega_ncdm, m_ncdm) or (omega_ncdm, m_ncdm) are - passed, CLASS will renormalise the psd in order to fulfill both - conditions. - Passing zero in the list of m_ncdm's or Omeg_ncdm's means that for - this component, this coefficient is not imposed, and its value is - inferred from the other one. - -m_ncdm = 0.04, 0.04, 0.04 -Omega_ncdm = - - -> 'T_ncdm' is the ncdm temperature in units of photon temperature - (default: set to 0.71611, which is slightly larger than the - instantaneous decoupling value (4/11)^(1/3); indeed, this default - value is fudged to give a ratio m/omega equal to 93.14 eV for - active neutrinos, as predicted by precise studies of active - neutrino decoupling, see hep-ph/0506164) +# 5.d) 'Omega_ncdm' or 'omega_ncdm' or 'm_ncdm' in eV (default: all set to +# zero); with only one of these inputs, CLASS computes the correct value +# of the mass; if both (Omega_ncdm, m_ncdm) or (omega_ncdm, m_ncdm) are +# passed, CLASS will renormalise the psd in order to fulfill both +# conditions. Passing zero in the list of m_ncdm's or Omeg_ncdm's means +# that for this component, this coefficient is not imposed, and its value +# is inferred from the other one. +m_ncdm = 0.06 +#m_ncdm = 0.04, 0.04, 0.04 +#Omega_ncdm = +#omega_ncdm = + +# 5.e) 'T_ncdm' is the ncdm temperature in units of photon temperature +# (default: set to 0.71611, which is slightly larger than the +# instantaneous decoupling value (4/11)^(1/3); indeed, this default value +# is fudged to give a ratio m/omega equal to 93.14 eV for active +# neutrinos, as predicted by precise studies of active neutrino +# decoupling, see hep-ph/0506164) T_ncdm = - -> 'ksi_ncdm' is the ncdm chemical potential in units of its own temperature - (default: set to 0) - +# 5.f) 'ksi_ncdm' is the ncdm chemical potential in units of its own +# temperature (default: set to 0) ksi_ncdm = - -> 'deg_ncdm' is the degeneracy parameter multiplying the psd: 1 stands for - 'one family', i.e. one particle + anti-particle (default: set to 1.0) - +# 5.g) 'deg_ncdm' is the degeneracy parameter multiplying the psd: 1 stands for +# 'one family', i.e. one particle + anti-particle (default: set to 1.0) deg_ncdm = - -> 'Quadrature strategy' is the method used for the momentum sampling of the - ncdm distribution function. 0 is the automatic method, 1 is Gauss-Laguerre - quadrature, 2 is the trapezoidal rule on [0,Infinity] using the transformation - q->1/t-1. 3 is the trapezoidal rule on [0,q_max] where q_max is the next input. - (default: set to 0) +# 5.h) 'ncdm_quadrature_strategy' is the method used for the momentum sampling of +# the ncdm distribution function. +# - 0 is the automatic method, +# - 1 is Gauss-Laguerre quadrature, +# - 2 is the trapezoidal rule on [0,Infinity] using the transformation q->1/t-1. +# - 3 is the trapezoidal rule on [0,q_max] where q_max is the next input. +# (default: set to 0) +ncdm_quadrature_strategy = -Quadrature strategy = +# 5.h.1) 'ncdm_maximum_q' is the maximum q relevant only for Quadrature strategy 3. +# (default: set to 15) +ncdm_maximum_q = - -> 'Maximum q' is the maximum q relevant only for Quadrature strategy 3. - (default: set to 15) +# 5.h.2) Number of momentum bins. (default: 150) +ncdm_N_momentum_bins = -Maximum q = - -7) curvature: 'Omega_k' (default: 'Omega_k' set to 0) +# 6) Curvature: 'Omega_k' (default: 'Omega_k' set to 0) Omega_k = 0. -8a) Dark energy contributions. At least one out of three conditions must be satisfied: - i) 'Omega_Lambda' unspecified. - ii) 'Omega_fld' unspecified. - iii) 'Omega_scf' set to a negative value. [Will be refered to as - unspecified in the following text.] - The code will then use the first unspecified component to satisfy the - closure equation (sum_i Omega_i) equals (1 + Omega_k) - (default: 'Omega_fld' and 'Omega_scf' set to 0 and 'Omega_Lambda' inferred - by code) -# Omega_Lambda = 0.7 +# Begin of ADDITIONAL SPECIES --> Add your species here + +# 7.1) Decaying CDM into Dark Radiation +# 7.1.a) The current fractional density of dcdm+dr (decaying cold dark matter +# and its relativistic decay radiation): 'Omega_dcdmdr' or 'omega_dcdmdr' +# (default: 'Omega_dcdmdr' set to 0) +Omega_dcdmdr = 0.0 +#omega_dcdmdr = 0.0 + +# 7.1.b) The rescaled initial value for dcdm density (see 1407.2418 for +# definitions). If you specify 7.a.1, 7.a.2 will be found automtically by a +# shooting method, and vice versa. (default: 'Omega_dcdmdr' set to 0, +# hence so is 'Omega_ini_dcdm') +#Omega_ini_dcdm = +#omega_ini_dcdm = + +# 7.1.c) Decay constant of dcdm in km/s/Mpc, same unit as H0 above. +Gamma_dcdm = 0.0 +tau_dcdm = 0.0 + + +# 7.2) Multi-interacting Dark Matter (idm), implemented by N. Becker, +# D.C. Hooper, and N. Schoeneberg. Described in (2010.04074) + +# 7.2.1) Global parameters for the (multi-)interacting Dark Matter component + +# 7.2.1.a) Amount of interacting Dark Matter +# Can be passed as either f_idm (fraction) or Omega_idm (relative abundance) (default : 0) +#Omega_idm = 0. +f_idm = 0. + +# 7.2.1.b) Mass of interacting Dark Matter particle in eV (default : 1e9) +m_idm = 1e9 + +# 7.2.2) Dark Matter interacting with Dark Radiation (idm_dr) and +# interacting Dark Radiation (idr), implemented by +# M. Archidiacono, S. Bohr, and D.C. Hooper, following the ETHOS +# framework (1512.05344). Can also take as input the parameters +# of the models of 1507.04351 (with non-abelian dark matter, dark +# gluons...) which can be seen as a sub-class of ETHOS. See +# 1907.01496 for more details on both cases. + +# 7.2.2.a) Amount of interacting dark radiation (idr) +# - Can be parameterised through the temperature ratio 'xi_idr' (= T_idr/T_cmb) +# - Can be parameterised through the number of extra relativistic relics 'N_idr' (or indifferently 'N_dg') +# In all cases the parameter is dimensionless. +# (default : 0) +xi_idr = +#N_idr = + +# 7.2.2.b) Statistical factor to differentiate between fermionic (= 7/8) and bosonic (= 1) dark radiation (default 7/8) +stat_f_idr = 0.875 + +# 7.2.2.c) Strength of the coupling between DM and DR: +# +# Can be passed as 'a_idm_dr' or 'a_dark' in ETHOS parameterisation, in units of 1/Mpc. +# Then in ETHOS notations: Gamma_DR-DM = - omega_DM a_dark ((1+z)/10^7)^nindex_dark +# while: Gamma_DM-DR = - 4/3 (rho_DR/rho_DM) omega_DM a_dark ((1+z)/10^7)^nindex_dark +# = - 4/3 omega_DR a_dark (1+z) ((1+z)/10^7)^nindex_dark +# or in CLASS notations: dmu_idm_dr = - Gamma_DR-DM = omega_idm_dr a_idm_dr ((1+z)/10^7)^nindex_idm_dr +# +# Can be passed as 'Gamma_0_nadm' in NADM parameterisation, in units of 1/Mpc. +# Then in ETHOS notations: Gamma_DR-DM = - 3/4 Omega_DM/Omega_DR Gamma_0_nadm +# while: Gamma_DM-DR = - (1+z) Gamma_0_nadm +# or in CLASS notations: dmu_idm_dr = - Gamma_DR-DM = 3/4 Omega_idm_dr/Omega_idr Gamma_0_nadm +# +# (default : 0) +a_idm_dr = 0. +#Gamma_0_nadm = + +# 7.2.2.d) Only if ETHOS parametrization : Power of the temperature dependence of the co-moving idr - idm_dr interaction rate +# Can be passed indifferently as 'nindex_idm_dr' (or 'nindex_dark'), in units of 1/Mpc. +# (default : 4, unless Gamma_0_nadm has been passed, then default changes to 0) +nindex_idm_dr = + +# 7.2.2.e) Only if ETHOS parametrization : Nature of the interacting dark radiation: 'free_streaming' or 'fluid' +# (default = 'free_streaming', unless Gamma_0_nadm has been passed, then default changes to 'fluid') +idr_nature = + +# 7.2.2.f) Strength of the dark radiation self interactions coupling, +# can be passed as 'b_idr' or 'b_dark', in units of 1/Mpc. +# In ETHOS notations: Gamma_DR-DR = (b_dark/a_dark) (Omega_DR/Omega_DM) Gamma_DR-DM +# In CLASS notations: dmu_idr = - Gamma_DR-DR = (b_idr/a_idm_dr) (Omega_idr/Omega_idm_dr) dmu_idm_dr +# (default : 0) +b_idr = + +# 7.2.2.g) idr - idm_dr interaction angular coefficient: 'alpha_idm_dr' (or indifferently 'alpha_dark') +# Should be 3/4 if vector boson mediator; 3/2 if scalar boson mediator. +# In full generality this coefficient may depend on l = 2, 3, 4... +# The user can pass here a list of values with an arbitrary size. The first coefficients will be adjusted +# accordingly. After that, the last value will be repeated. +# For instance, if users passes 3, 2, 1, the code will take alpha_2=3, alpha_3=2, and all others equal to 1. +# (default = all set to 1.5) +alpha_idm_dr = 1.5 + +# 7.2.2.h) idr self-interaction angular coefficient: 'beta_idr' (or indifferently 'beta_dark') +# In full generality this coefficient may depend on l = 2, 3, 4... +# The user can pass here a list of values with an arbitrary size. The first coefficients will be adjusted +# accordingly. After that, the last value will be repeated. +# For instance, if users passes 3, 2, 1, the code will take beta_2=3, beta_3=2, and all others equal to 1. +# (default = all set to 1.5) +beta_idr = 1.5 + +# -> Precision parameters for idm_dr and idr can be found in precisions.h, with the tag idm_dr + +# 7.2.3) Interacting Dark Matter with Baryons +# Implemented by D.C. Hooper, N. Schoeneberg, and N. Becker +# following 1311.2937, 1509.00029, 1803.09734, 1802.06788 + +# 7.2.3.a) Coupling strength of Dark Matter and baryons (in cm^2) (default : 0) +cross_idm_b = 0. +# 7.2.3.b) Temperature dependence of the DM - baryon interactions (between -4 and 4) (default : 0) +n_index_idm_b = 0 + +# 7.2.4) Dark Matter interactions with photons +# Implementd by N. Becker following the formalism of Stadler&Boehm (1802.06589) + +# 7.2.4.a) Interaction coefficient or coupling strength between DM and photons +# Can be passed as either u_idm_g (dimensionless interaction strength) or cross_idm_g (cross section in cm^2) (default : 0) +u_idm_g = 0 +#cross_idm_g = 0 + +# 7.2.4.b) Temperature dependence of the DM - photon interactions (default : 0) +n_index_idm_g = 0 + +# End of ADDITIONAL SPECIES + + +# 8) Dark energy contributions. +# At least one out of three conditions must be satisfied: +# - 'Omega_Lambda' unspecified. +# - 'Omega_fld' unspecified. +# - 'Omega_scf' set to a negative value. [Will be refered to as +# unspecified in the following text.] +# The code will then use the first unspecified component to satisfy the +# closure equation (sum_i Omega_i) equals (1 + Omega_k) +# (default: 'Omega_fld' and 'Omega_scf' set to 0 and 'Omega_Lambda' +# inferred by code) Omega_fld = 0 Omega_scf = 0 +# Omega_Lambda = 0.7 -8b) The flag 'use_ppf' is 'yes' by default, to use the PPF approximation - (see 0808.3125 [astro-ph]) allowing perturbations to cross the - phantom divide. Set to 'no' to enforce true fluid equations for - perturbations. When the PPF approximation is used, you can choose - the ratio 'c_gamma_over_c_fld' (eq. (16) in 0808.3125). The - default is 0.4 as recommended by that reference, and implicitely - assumed in other codes. (default: 'use_ppf' to yes, 'c_gamma_over_c_fld' to 0.4) +# 8.a) If Omega fluid is different from 0 +# 8.a.1) The flag 'use_ppf' is 'yes' by default, to use the PPF approximation +# (see 0808.3125 [astro-ph]) allowing perturbations to cross the +# phantom divide. Set to 'no' to enforce true fluid equations for +# perturbations. When the PPF approximation is used, you can choose the +# ratio 'c_gamma_over_c_fld' (eq. (16) in 0808.3125). The default is 0.4 +# as recommended by that reference, and implicitely assumed in other +# codes. (default: 'use_ppf' to yes, 'c_gamma_over_c_fld' to 0.4) use_ppf = yes c_gamma_over_c_fld = 0.4 -8c) Choose your equation of state between different models, 'CLP' for - p/rho = w0_fld + wa_fld (1-a/a0) (Chevalier-Linder-Polarski), - 'EDE' for early Dark Energy (default:'fluid_equation_of_state' set to 'CLP') - +# 8.a.2) Choose your equation of state between different models, +# - 'CLP' for p/rho = w0_fld + wa_fld (1-a/a0) +# (Chevalier-Linder-Polarski), +# - 'EDE' for early Dark Energy +# (default:'fluid_equation_of_state' set to 'CLP') fluid_equation_of_state = CLP -8c1) equation of state of the fluid in 'CLP' case (p/rho = w0_fld + - wa_fld (1-a/a0)) and squared sound speed 'cs2_fld' of the fluid - (this is the sound speed defined in the frame comoving with the - fluid, i.e. obeying to the most sensible physical - definition). Generalizing w(a) to a more complicated expressions - would be easy, for that, have a look into source/background.c at - the function background_w_fld(). (default: 'w0_fld' set to -1, - 'wa_fld' to 0, 'cs2_fls' to 1) - -w0_fld = -0.9 -wa_fld = 0. -cs2_fld = 1 - -8c2) equation of state of the fluid in 'EDE' case and squared sound speed 'cs2_fld' of the fluid - (this is the sound speed defined in the frame comoving with the - fluid, i.e. obeying to the most sensible physical - definition). Generalizing w(a) to a more complicated expressions - would be easy, for that, have a look into source/background.c at - the function background_w_fld(). (default: 'w0_fld' set to -1, - 'Omega_EDE' to 0, 'cs2_fls' to 1) - -w0_fld = -0.9 -Omega_EDE = 0. -cs2_fld = 1 - -8d) Scalar field (scf) initial conditions from attractor solution (assuming - pure exponential potential). (default: yes) - -attractor_ic_scf = yes - -8e) Scalar field (scf) potential parameters and initial conditions. V equals - ((\phi-B)^\alpha + A)exp(-lambda*phi), see - http://arxiv.org/abs/astro-ph/9908085. - -#scf_parameters = [scf_lambda, scf_alpha, scf_A, scf_B, phi, phi_prime] +# 8.a.2.1) Equation of state of the fluid in 'CLP' case and squared sound speed +# 'cs2_fld' of the fluid (this is the sound speed defined in the frame +# comoving with the fluid, i.e. obeying to the most sensible physical +# definition). Generalizing w(a) to a more complicated expressions would +# be easy, for that, have a look into source/background.c at the +# function background_w_fld(). (default: 'w0_fld' set to -1, 'wa_fld' to +# 0, 'cs2_fls' to 1) +#w0_fld = -0.9 +#wa_fld = 0. +#cs2_fld = 1 + +# 8.a.2.2) Equation of state of the fluid in 'EDE' case and squared sound speed +# 'cs2_fld' of the fluid (this is the sound speed defined in the frame +# comoving with the fluid, i.e. obeying to the most sensible physical +# definition). Generalizing w(a) to a more complicated expressions would +# be easy, for that, have a look into source/background.c at the +# function background_w_fld(). (default: 'w0_fld' set to -1, 'Omega_EDE' +# to 0, 'cs2_fls' to 1) +#w0_fld = -0.9 +#Omega_EDE = 0. +#cs2_fld = 1 + +# 8.b) If Omega scalar field is different from 0 + +# 8.b.1) Scalar field (scf) potential parameters and initial conditions +# (scf_parameters = [scf_lambda, scf_alpha, scf_A, scf_B, phi, +# phi_prime]). V = ((\phi-B)^\alpha + A)exp(-lambda*phi), see +# http://arxiv.org/abs/astro-ph/9908085. If 'attractor_ic_scf' is set to +# 'no', the last two entries are assumed to be the initial values of phi +# in units of the reduced planck mass m_Pl and the conformal time +# derivative of phi in units of [m_Pl/Mpc]. (Note however that CLASS +# determines the initial scale factor dynamically and the results might +# not be as expected in some models.) scf_parameters = 10.0, 0.0, 0.0, 0.0, 100.0, 0.0 -If 'attractor_ic_scf' is set to 'no', the last two entries are assumed to be -the initial values of phi in units of the reduced planck mass m_Pl and the -conformal time derivative of phi in units of [m_Pl/Mpc]. (Note however that -CLASS determines the initial scale factor dynamically and the results might not -be as expected in some models.) - -8f) Scalar field (scf) tuning parameter: If Omega_scf is negative, the - following index (0,1,2,...) in scf_parameters will be used for tuning: +# 8.b.2) Scalar field (scf) initial conditions from attractor solution (assuming +# pure exponential potential). (default: yes) +attractor_ic_scf = yes +# 8.b.3) Scalar field (scf) shooting parameter: If Omega_scf is set (can only be negative), +# the following index (0,1,2,...) in the list scf_parameters will be used for shooting: +# (See also the section about shooting in input.c) +# Basically parameter number scf_tuning_index will be adjusted until +# the correct Omega_scf is found to suffice the budget equation scf_tuning_index = 0 -9) scale factor today 'a_today' (arbitrary and irrelevant for most purposes) - (default: set to 1) - -# a_today = 1. - --------------------------------- -----> thermodynamics parameters: --------------------------------- - -1) primordial Helium fraction 'YHe', e.g. 0.25; if set to 'BBN' or 'bbn', will - be inferred from Big Bang Nucleosynthesis (default: set to 'BBN') - -YHe = BBN - -2) 'recombination' algorithm set to 'RECFAST' or 'HyRec' - -recombination = RECFAST - -2) parametrization of reionization: 'reio_parametrization' must be one - of 'reio_none' (no reionization), 'reio_camb' (like CAMB: one - tanh() step for hydrogen reionization one for second helium - reionization), 'reio_bins_tanh' (binned history x_e(z) with tanh() - interpolation between input values), 'reio_half_tanh' (like - 'reio_camb' excepted that we match the function xe(z) from - recombination with only half a tanh(z-z_reio)), 'reio_many_tanh' - (arbitrary number of tanh-like steps with specified ending values, - a scheme usually more useful than 'reio_bins_tanh'), 'reio_inter' - (linear interpolation between discrete values of xe(z))... (default: - set to 'reio_camb') - -reio_parametrization = reio_camb - -3.a.) if 'reio_parametrization' set to 'reio_camb' or 'reio_half_tanh': enter - one of 'z_reio' or 'tau_reio' (default: 'z_reio' set to 11.357 to get tau_reio of 0.0925), plus - 'reionization_exponent', 'reionization_width', - 'helium_fullreio_redshift', 'helium_fullreio_width' - (default: set to 1.5, 0.5, 3.5, 0.5) - -z_reio = 11.357 -#tau_reio = 0.0925 - -reionization_exponent = 1.5 -reionization_width = 0.5 -helium_fullreio_redshift = 3.5 -helium_fullreio_width = 0.5 - -3.b.) if 'reio_parametrization' set to 'reio_bins_tanh': enter number of bins - and list of z_i and xe_i defining the free electron density at the center - of each bin. Also enter a dimensionless paramater regulating the - sharpness of the tanh() steps, independently of the bin width; - recommended sharpness is 0.3, smaller values will make steps too sharp, - larger values will make the step very progressive but with discontinuity - of x_e(z) derivative around z_i values. - (default: set to 0, blank, blank, 0.3) - -binned_reio_num = 3 -binned_reio_z = 8,12,16 -binned_reio_xe = 0.8,0.2,0.1 -binned_reio_step_sharpness = 0.3 - -3.c.) if 'reio_parametrization' set to 'reio_many_tanh': enter number of jumps, - list of jump redhsifts z_i (central value of each tanh()), list of free electron density x_i after each jump, and common width of all jumps. If you want to end up with all hydrogen reionized but neglecting helium reionization, the first value of x_i in the list should be 1. For each x_i you can also pass the flags -1 or -2. They mean: for -1, after hydrogen + first helium recombination (so the code will substitute a value bigger than one based on Y_He); for -2, after hydrogen + second helium recombination (the code will substitute an even bigger value based on Y_He). You can get results close to reio_camb by setting these parameters to the value showed below (and adapting the second many_tanh_z to the usual z_reio). (default: not set) - -many_tanh_num = 2 -many_tanh_z = 3.5,11.3 -many_tanh_xe = -2,-1 -many_tanh_width = 0.5 - -3.d.) if 'reio_parametrization' set to 'reio_inter': enter the number -of points, the list of redshifts z_i, and the list of free electron -fraction values x_i. The code will do linear interpolation between -them. The first z_i should always be 0. Like above, for each x_i, you -can also pass the flags -1 or -2. They mean: for -1, after the -hydrogen and the first helium recombination (so the code will -substitute a value bigger than one based on Y_He); for -2, after the -hydrogen and the second helium recombination (the code will substitute -an even bigger value based on Y_He). The last value of x_i should -always be zero, the code will substitute it with the value that one -would get in absence of reionization, as computed by the recombination -code. (default: not set) - -reio_inter_num = 8 -reio_inter_z = 0, 3, 4, 8, 9, 10, 11, 12 -reio_inter_xe = -2, -2, -1, -1, 0.9, 0.5, 0.1, 0 - -4.a) in order to model energy injection from DM annihilation, specify a - parameter 'annihilation' corresponding to the energy fraction absorbed by - the gas times the DM cross section divided by the DM mass, (f / - m_cdm), see e.g. 0905.0003, expressed here in units of m^3/s/Kg - (default: set to zero) - -annihilation = 0. - -4.b) you can model simple variations of the above quanity as a function of - redhsift. If 'annihilation_variation' is non-zero, the function F(z) - defined as (f / m_cdm)(z) will be a parabola in log-log scale - between 'annihilation_zmin' and 'annihilation_zmax', with a curvature - given by 'annihilation_variation' (must be negative), and with a maximum - in 'annihilation_zmax'; it will be constant outside this range. To take DM - halos into account, specify the parameters 'annihilation_f_halo', the - amplitude of the halo contribution, and 'annihilation_z_halo', the - characteristic redshift of halos - (default: no variation, 'annihilation_variation' and 'annihilation_f_halo' - set to zero). - -annihilation_variation = 0. -annihilation_z = 1000 -annihilation_zmax = 2500 -annihilation_zmin = 30 -annihilation_f_halo= 20 -annihilation_z_halo= 8 - -4.c) You can also state whether you want to use the on-the-spot approximation - (default: 'on the spot' is 'yes') - -on the spot = yes - -5) to model DM decay, specify a parameter 'decay' which is equal to the energy - fraction absorbed by the gas divided by the lifetime of the particle, see - e.g. 1109.6322, expressed here in 1/s - (default: set to zero) - -decay = 0. - -6) State whether you want the code to compute the simplest analytic approximation to the photon damping scale (it will be added to the thermodynamics output, and its value at recombination will be stored and displayed in the standard output) (default: 'compute damping scale' set to 'no') - -# compute damping scale = yes - ----------------------------------------------------- -----> define which perturbations should be computed: ----------------------------------------------------- - -1.a) list of output spectra requested: -- 'tCl' for temperature Cls, -- 'pCl' for polarization Cls, -- 'lCl' for CMB lensing potential Cls, -- 'nCl' (or 'dCl') for density number count Cls, -- 'sCl' for galaxy lensing potential Cls, -- 'mPk' for total matter power spectrum P(k) infered from gravitational potential, -- 'dTk' (or 'mTk') for density transfer functions for each species, -- 'vTk' for velocity transfer function for each species. -Warning: both lCl and sCl compute the C_ls of the lensing potential, C_l^phi-phi. -If you are used to other codes, you may want to deal instead with the deflection -Cls or the shear/convergence Cls. The relations between them are trivial: ---> deflection d: - Cl^dd = l(l+1) C_l^phiphi ---> convergence kappa and shear gamma: the share the same harmonic power spectrum: - Cl^gamma-gamma = 1/4 * [(l+2)!/(l-2)!] C_l^phi-phi -By defaut, the code will try to compute the following cross-correlation Cls (if -available): temperature-polarisation, temperature-CMB lensing, polarization-CMB -lensing, CMB lensing-density, and density-lensing. Other cross-correlations are -not computed because they would slow down the code considerably. - -Can be left blank if you do not want to evolve cosmological perturbations at -all. (default: set to blanck, no perturbation calculation) - -output = tCl,pCl,lCl -#output = tCl,pCl,lCl,mPk -#output = mPk,mTk - -1.b) if you included 'tCl' in the list, you can take into account only some of - the terms contributing to the temperature spectrum: intrinsic temperature - corrected by Sachs-Wolfe ('tsw' or 'TSW'), early integrated Sachs-Wolfe - ('eisw' or 'EISW'), late integrated Sachs-Wolfe ('lisw' or 'LISW'), - Doppler ('dop' or 'Dop'), polarisation contribution ('pol' or 'Pol'). Put - below the list of terms to be included - (defaut: if this field is not passed, all terms will be included) - -#temperature contributions = tsw, eisw, lisw, dop, pol - -1.c) if one of 'eisw' or 'lisw' is turned off, the code will read 'early/late - isw redshift', the split value of redshift z at which the isw is - considered as late or early (if this field is absent or left blank, by - default, 'early/late isw redshift' is set to 50) - -#early/late isw redshift = - -1.d) if you included 'nCl' (or 'dCl') in the list, you can take into account - only some of the terms contributing to the obsevable number count - fluctuation spectrum: matter density ('density'), redshift-space and - Doppler distortions ('rsd'), lensing ('lensing'), or gravitational - potential terms ('gr'). Put below the list of terms to be included - (defaut: if this field is not passed, only 'dens' will be included) - -#number count contributions = density, rsd, lensing, gr - -1.e) if you included 'dTk' (or 'mTk') in the list, the code will give -you by default the transfer function of the scale-invariant Bardeen -potentials (for whatever gauge you are using). If you need the -transfer function of additional metric fluctuations, specific to the -gauge you are using, set the following flag to 'yes' (default: -set to 'no') - -extra metric transfer functions = - -2) if you want an estimate of the non-linear P(k) and Cls, enter 'halofit' or - 'Halofit' or 'HALOFIT' for Halofit; otherwise leave blank - (default: blank, linear P(k) and Cls) - -non linear = - -3) if you want to consider perturbed recombination, enter a word containing the - letter 'y' or 'Y'. CLASS will then compute the perturbation in the - ionization fraction x_e and the baryon temperature. The initial conformal - time will be small, therefore you should use the default integrator ndf15 - (i.e. do not set 'evolver' to 0, otherwise the code will be slower). - (default: neglect perturbed recombination) - -#perturbed recombination = yes - -4) list of modes ('s' for scalars, 'v' for vectors, 't' for tensors). More than - one letter allowed, can be attached or separated by arbitrary characters; - letters can be small or capital. - (default: set to 's') - -modes = s -#modes = s,t - -5) relevant only if you ask for 'tCl, lCl' and/or 'pCl, lCl': if you want the - spectrum of lensed Cls, enter a word containing the letter 'y' or 'Y' - (default: no lensed Cls) - -lensing = yes - -6) which perturbations should be included in tensor calculations? write 'exact' - to include photons, ultra-relativistic species 'ur' and all non-cold dark - matter species 'ncdm'; write 'massless' to appriximate 'ncdm' as extra - relativistic species (good approximation if ncdm is still relativistic at - the time of recombination); write 'photons' to include only photons - (default: 'massless') - -tensor method = - -7) list of initial conditions for scalars ('ad' for adiabatic, 'bi' for baryon - isocurvature, 'cdi' for CDM isocurvature, 'nid' for neutrino density - isocurvature, 'niv' for neutrino velocity isocurvature). More than one of - these allowed, can be attached or separated by arbitrary characters; letters - can be small or capital. - (default: set to 'ad') - -ic = ad -#ic = ad&bi&nid - -8) gauge in which calculations are performed: 'sync' or 'synchronous' or - 'Synchronous' for synchronous, 'new' or 'newtonian' or 'Newtonian' for - Newtonian/longitudinal gauge - (default: set to synchronous) - -gauge = synchronous - ---------------------------------------------- -----> define primordial perturbation spectra: ---------------------------------------------- - -1) primordial spectrum type ('analytic_Pk' for an analytic smooth function with amplitude, tilt, running, etc.; analytic spectra with feature can also be added as a new type;'inflation_V' for a numerical computation of the inflationary primordial spectrum, through a full integration of the perturbation equations, given a parametrization of the potential V(phi) in the observable window, like in astro-ph/0703625; 'inflation_H' for the same, but given a parametrization of the potential H(phi) in the observable window, like in astro-ph/0710.1630; 'inflation_V_end' for the same, but given a parametrization of the potential V(phi) in the whole region between the observable part and the end of inflation; there is also an option 'two scales' in order to specify two amplitudes instead of one amplitude and one tilt, like in the isocurvature mode analysis of the Planck inflation paper (works also for adiabatic mode only; see details below, item 2.c); finally 'external_Pk' allows for the primordial spectrum to be computed externally by some piece of code, or to be read from a table, see 2.d). (default: set to 'analytic_Pk') - -P_k_ini type = analytic_Pk - -2) parameters related to one of the primordial spectrum types (will only be - read if they correspond to the type selected above) - -2.a) for type 'analytic_Pk': - -2.a.1) pivot scale in Mpc-1 (default: set to 0.05) +# 8.b.4) Scalar field (scf) shooting parameter. With this, you can overwrite some parameter +# of 8.b.1) depending on the index defined in 8.b.3) +scf_shooting_parameter = + +# ----------------------------------------- +# ----> Exotic energy injection parameters: +# ----------------------------------------- + +# 1) DM Annihilation + +# 1.a) In order to model energy injection from DM annihilation, specify a +# parameter 'annihilation_efficiency' corresponding to +# / m_cdm expressed here in units of m^3/s/J. Alternatively, +# you can specify the annihilation cross section in cm^3/s and the DM +# mass in GeV. The code will then evaluate 'annihilation_efficiency'. +# (default: all set to zero) +DM_annihilation_efficiency = 0. +#DM_annihilation_cross_section = 0. +#DM_annihilation_mass = 0. +#DM_annihilation_fraction = 0. + +# 1.a.1) You can model simple variations of the above quantity as a function of +# redhsift. If 'annihilation_variation' is non-zero, the function F(z) +# defined as ( / m_cdm)(z) (see 1.a) will be a parabola in log-log scale +# between 'annihilation_zmin' and 'annihilation_zmax', with a curvature +# given by 'annihilation_variation' (must be negative), and with a maximum +# in 'annihilation_zmax'; it will be constant outside this range. To +# take DM halos into account, specify the parameters 'annihilation_f_halo', +# the amplitude of the halo contribution, and 'annihilation_z_halo', +# the characteristic redshift of halos (default: no variation, +# 'annihilation_variation' and 'annihilation_f_halo' set to zero). +DM_annihilation_variation = 0. +DM_annihilation_z = 1000 +DM_annihilation_zmax = 2500 +DM_annihilation_zmin = 30 +DM_annihilation_f_halo= 0 +DM_annihilation_z_halo= 8 + + +# 2) DM electromagnetic decay + +# 2.a) Specify the dimensionless parameter 'decay_fraction' which is +# equal to the fraction of cdm with electromagnetic decay +# products (decaying into dark radiation is handled by +# Omega_dcdm). Note: Until class 2.7, this parameter was called +# 'decay'. Its name and its meaning have slightly changed to +# avoid confusion when working with model in which the lifetime +# of the dcdm can be small (this is allowed providing that the +# 'decay_fraction' parameter is small as well). (default: set to +# 0) +DM_decay_fraction = 0. + +# 2.b) Specify the decay width of the particle 'decay_Gamma' in 1/s. +# (default: set to 0) +DM_decay_Gamma = 0. + + +# 3) PBH evaporation. In this case, check that in 5), 'f_eff_type' and +# 'f_eff' have their default values 'on_the_spot' and 1, because CLASS +# will automatically take into account the time-dependent efficiency +# of energy injection from evaporating BH, taking the spectrum of +# evaporated particles into account. + +# 3.a) Specify a dimensionless parameter 'PBH_evaporation_fraction' which is equal +# to the fraction of evaporating PBH. (default set to 0) +PBH_evaporation_fraction = 0. + +# 3.b) Specify the mass of the evaporating PBH in g. (default set to 0) +PBH_evaporation_mass = 0. + + +# 4) PBH matter accretion + +# 4.a) Specify a dimensionless parameter 'PBH_accreting_fraction' which is equal +# to the fraction of accreting PBH. (default set to 0) +PBH_accretion_fraction = 0. + +# 4.b) Specify the mass of the accreting PBH in Msun. (default set to 0) +PBH_accretion_mass = 0. + +# 4.c) Specify the 'PBH_accretion_recipe' between 'spherical_accretion' +# (computed according to Ali-Haimoud and Kamionkowski 1612.05644), or +# 'disk_accretion' (computed according to Poulin et al. 1707.04206). +# (default set to 'disk_accretion') +PBH_accretion_recipe = disk_accretion + +# 4.c.1) If you choose 'spherical_accretion', you might want to specify the +# relative velocity between PBH and baryons in km/s. +# If negative, the linear result is chosen by the code. +# (default set to -1., standard value is the linear result extrapolated to PBH.) +PBH_accretion_relative_velocities = -1. + +# 4.c.2) If you choose 'disk_accretion', you might want to specify the +# factor 'PBH_accretion_ADAF_delta' which, determines the heating +# of the electrons in the disk, influencing the emissivity. +# Can be set to 0.5 (aggressive scenario), 0.1 or 1.e-3 (conservative). +# (default set to 1.e-3) +# Furthermore you can also specify the the eigenvalue of the accretion +# rate. It rescales the perfect Bondi case. (see e.g. Ali-Haimoud +# & Kamionkowski 2016) (default set to 0.1, standard value in the ADAF +# scenario.) +PBH_accretion_ADAF_delta = 1.e-3 +PBH_accretion_eigenvalue = 0.1 + +# 5) Define the so-called injection efficiency f_eff, i.e. the factor +# determining how much of the heating is deposited at all, +# regardless of the form. There are two options to define this +# function: 'on_the_spot' or 'from_file' (default: set to 'on_the_spot'). +# +# - with 'on_the_spot', the injected energy is transformed into deposited energy +# at the same redshift with efficiency f_eff. In this case the +# user can pass explicitely the value of f_eff. (default: f_eff=1) +# +# - for 'from_file' the code reads a precomputed function in an external file +# with a path set by the user (default set to "external/heating/example_f_eff_file.dat") +f_eff_type = on_the_spot +#f_eff = +#f_eff_file = external/heating/example_f_eff_file.dat + +# 6) Define the so-called deposition function chi, i.e the function which determines +# the amount of energy effectively deposited into the different forms (heating, +# ionization, Lyman alpha and low energy). There are several options +# - by setting 'chi_type' to 'CK_2004', the approximation by Chen & Kamionkowski 2004 is employed. +# - by setting 'chi_type' to 'PF_2005', the approximation by Padmanabhan & Finkbeiner 2005 is employed. +# - by setting 'chi_type' to 'Galli_2013_file', the approximation by Galli et al. 2013 is employed. +# - by setting 'chi_type' to 'Galli_2013_analytic', the approximation by Poulin is employed. +# interpolating Galli et al. 2013 anyltically. Use this for consistency tests with +# older versions of CLASS (2.x). +# - by setting 'chi_type' to 'heat', the whole injected energy is going +# to be deposited into heat. +# - by setting 'chi_type' to 'from_x_file' or 'from_z_file', the user can +# define own deposition functions with respect to the free electron +# fraction x_e or to redshift, respectively. +# (default set to 'CK_2004') +chi_type = CK_2004 + +# 6.a) If the option 'from_file' has been chosen, define the name of the file. +# Two files 'example_chix_file.dat' and 'example_chiz_file.dat' are given +# as example in external/heating. Note that 'example_chix_file.dat' has +# been computed according to the approximations of Galli et al. 2013. +# (default set to "external/heating/example_f_eff_file.dat") +#chi_file = external/heating/example_chiz_file.dat +#chi_file = external/heating/example_chix_file.dat + + + +# ------------------------------- +# ----> Non-linear parameters: +# ------------------------------- + +# 1) If you want an estimate of the non-linear P(k) and Cls: +# Enter 'halofit' or 'Halofit' or 'HALOFIT' for Halofit +# Enter 'hmcode' or 'Hmcode' or 'HMcode' or 'HMCODE' for HMcode; +# otherwise leave blank (default: blank, linear P(k) and Cls) +non_linear = + +# 1.a) if you chose Halofit, and you have Omega0_fld != 0. (i.e. you +# set Omega_lambda=0.) & wa_fld != 0., then you might want to use the +# pk equal method of 0810.0190 and 1601.07230 by setting this flag to +# 'yes' (default: set to 'no') +pk_eq = + +# 1.b) if you chose HMcode: +# In HMcode you can specify a baryonic feedback model (otherwise only DM is used). +# Each model depends on two parameters: the minimum concentration "c_min" from the +# Bullock et al. 2001 mass-concentration relation and the halo bloating parameter "eta_0" +# introduced in Mead et al. 2015. In Mead et al. 2015 the parameters c_min and eta_0 are fitted +# to the Cosmic Emulator dark matter only simulation (Heitman et al. 2014) and the +# hydrodynamical OWLS simulations (Schaye et al. 2010, van Daalen et al. 2011). +# You can choose between the 5 models of Mead et al. 2015, Table 4: +# Model (eta_0, c_min) Explanation +# - 'emu_dmonly' (0.603, 3.13) fits the only dark matter Cosmic Emulator simulation (default) +# - 'owls_dmonly' (0.64, 3.43) fits the OWLS simulation of dark matter only +# - 'owls_ref' (0.68, 3.91) fits the OWLS simulation that includes gas cooling, heating, +# star formation and evolution, chemical enrichment and supernovae feedback +# - 'owls_agn' (0.76, 2.32) fits the OWLS simulation that includes AGN feedback +# - 'owls_dblim' (0.70, 3.01) fits the OWLS simulation that has extra supernova energy in wind velocity +# Set 'feedback model' to one of these names, +# or leave blank and pass manually the value of either 'eta_0' or 'c_min' +# (the other one will then be fixed according to equation (30) in Mead et al. 2015), +# or pass manually the two values of 'eta_0' and 'c_min' +# (default: 'feedback model' set to 'nl_emu_dmonly') +feedback model = +eta_0 = +c_min = + +# ---------------------------- +# ----> Primordial parameters: +# ---------------------------- + +# 1) Primordial spectrum type +# - 'analytic_Pk' for an analytic smooth function with amplitude, tilt, +# running, etc.; analytic spectra with feature can also be added as +# a new type; +# - 'inflation_V' for a numerical computation of the inflationary +# primordial spectrum, through a full integration of the perturbation +# equations, given a parametrization of the potential V(phi) in the +# observable window, like in astro-ph/0703625; +# - 'inflation_H' for the same, but given a parametrization of the +# potential H(phi) in the observable window, like in +# astro-ph/0710.1630; +# - 'inflation_V_end' for the same, but given a parametrization of the +# potential V(phi) in the whole region between the observable part and +# the end of inflation; +# - 'two scales' allows to specify two amplitudes instead of one +# amplitude and one tilt, like in the isocurvature mode analysis of the +# Planck inflation paper (works also for adiabatic mode only; see +# details below, item 2.c); +# - 'external_Pk' allows for the primordial spectrum to be computed +# externally by some piece of code, or to be read from a table, see +# 2.d). +# (default: set to 'analytic_Pk') +Pk_ini_type = analytic_Pk + +# 1.a) Pivot scale in Mpc-1 (default: set to 0.05) k_pivot = 0.05 -2.a.2) scalar adiabatic perturbations: curvature power spectrum value at pivot scale ('A_s' or 'ln10^{10}A_s') OR 'sigma8' (found by iterations using a shooting method), tilt at the same scale 'n_s', and tilt running 'alpha_s' (default: set 'A_s' to 2.215e-9, 'n_s' to 0.9619, 'alpha_s' to 0) - -A_s = 2.215e-9 -#ln10^{10}A_s = 3.0980 -# sigma8 = 0.848365 -n_s = 0.9619 +# 1.b) For type 'analytic_Pk': +# 1.b.1) For scalar perturbations +# curvature power spectrum value at pivot scale ('A_s' or +# 'ln_A_s_1e10') OR one of 'sigma8' or 'S8' (found by iterations using a shooting +# method). (default: set 'A_s' to 2.100549e-09) +A_s = 2.100549e-09 +#ln_A_s_1e10 = 3.04478383 +#sigma8 = 0.824398 +#S8 = 0.837868 + +# 1.b.1.1) Adiabatic perturbations: +# tilt at the same scale 'n_s', and tilt running 'alpha_s' +# (default: set 'n_s' to 0.9660499, 'alpha_s' to 0) +n_s = 0.9660499 alpha_s = 0. -2.a.3) isocurvature/entropy perturbations: for each mode xx ('xx' being one of - 'bi', 'cdi', 'nid', 'niv', corresponding to baryon, cdm, neutrino - density and neutrino velocity entropy perturbations), enter the - entropy-to-curvature ratio f_xx, tilt n_xx and running alpha_xx, all - defined at the pivot scale; e.g. f_cdi of 0.5 means S_cdi/R equal to - one half and (S_cdi/R)^2 to 0.25 - (default: set each 'f_xx' to 1, 'n_xx' to 1, 'alpha_xx' to 0) - +# 1.b.1.2) Isocurvature/entropy perturbations: +# for each mode xx ('xx' being one of 'bi', 'cdi', 'nid', 'niv', +# corresponding to baryon, cdm, neutrino density and neutrino velocity +# entropy perturbations), enter the entropy-to-curvature ratio f_xx, +# tilt n_xx and running alpha_xx, all defined at the pivot scale; e.g. +# f_cdi of 0.5 means S_cdi/R equal to one half and (S_cdi/R)^2 to 0.25 +# (default: set each 'f_xx' to 1, 'n_xx' to 1, 'alpha_xx' to 0) f_bi = 1. n_bi = 1.5 - f_cdi=1. - f_nid=1. n_nid=2. alpha_nid= 0.01 - -etc. - -2.a.4) cross-correlation between different adiabatic/entropy mode: for each - pair (xx, yy) where 'xx' and 'yy' are one of 'ad', 'bi', 'cdi', 'nid', - 'niv', enter the correlation c_xx_yy (parameter between -1 and 1, - standing for cosDelta, the cosine of the cross-correlation angle), the - tilt n_xx_yy of the function cosDelta(k), and its running alpha_xx_yy, - all defined at the pivot scale. So, for a pair of fully correlated - (resp. anti-correlated) modes, one should set (c_xx_yy, n_xx_yy, - alpha_xx_yy) to (1,0,0) (resp. (-1,0,0) - (default: set each 'c_xx_yy' to 0, 'n_xx_yy' to 0, 'alpha_xx_yy' to 0) - +# etc. + +# 1.b.1.3) Cross-correlation between different adiabatic/entropy mode: +# for each pair (xx, yy) where 'xx' and 'yy' are one of 'ad', 'bi', +# 'cdi', 'nid', 'niv', enter the correlation c_xx_yy (parameter between +# -1 and 1, standing for cosDelta, the cosine of the cross-correlation +# angle), the tilt n_xx_yy of the function cosDelta(k), and its running +# alpha_xx_yy, all defined at the pivot scale. So, for a pair of fully +# correlated (resp. anti-correlated) modes, one should set (c_xx_yy, +# n_xx_yy, alpha_xx_yy) to (1,0,0) (resp. (-1,0,0) (default: set each +# 'c_xx_yy' to 0, 'n_xx_yy' to 0, 'alpha_xx_yy' to 0) c_ad_bi = 0.5 #n_ad_bi = 0.1 - c_ad_cdi = -1. - c_bi_nid = 1. #n_bi_nid = -0.2 #alpha_bi_nid = 0.002 - -etc. - -2.a.5) tensor mode (if any): tensor-to-scalar power spectrum ratio, tilt, - running at the pivot scale; if 'n_t' and/or 'alpha_t' is set to 'scc' or - 'SCC' isntead of a numerical value, it will be inferred from the - self-consistency condition of single field slow-roll inflation: for n_t, - -r/8*(2-r/8-n_s); for alpha_t, r/8(r/8+n_s-1) - (default: set 'r' to 1, 'n_t' to 'scc', 'alpha_t' to 'scc') - +# etc. + +# 1.b.2) For tensor perturbations (if any): +# tensor-to-scalar power spectrum ratio, tilt, +# running at the pivot scale; if 'n_t' and/or 'alpha_t' is set to 'scc' +# or 'SCC' isntead of a numerical value, it will be inferred from the +# self-consistency condition of single field slow-roll inflation: for +# n_t, -r/8*(2-r/8-n_s); for alpha_t, r/8(r/8+n_s-1) (default: set 'r' +# to 1, 'n_t' to 'scc', 'alpha_t' to 'scc') r = 1. n_t = scc alpha_t = scc -2.b) for type 'inflation_V' - -2.b.1) type of potential: 'polynomial' for a Taylor expansion of the potential around phi_pivot. Other shapes can easily be defined in primordial module. - +# 1.c) For type 'inflation_V' +# 1.c.1) Type of potential: 'polynomial' for a Taylor expansion of the +# potential around phi_pivot. Other shapes can easily be defined in +# primordial module. potential = polynomial -2.b.2) for 'inflation_V' and 'polynomial': enter either the coefficients 'V_0', 'V_1', 'V_2', 'V_3', 'V_4' of the Taylor expansion (in units of Planck mass to appropriate power), or their ratios 'R_0', 'R_1', 'R_2', 'R_3', 'R_4' corresponding to (128pi/3)*V_0^3/V_1^2, V_1^2/V_0^2, V_2/V_0, V_1*V_3/V_0, V_1^2*V_4/V_0^3, or the potential-slow-roll parameters 'PSR_0', 'PSR_1', 'PSR_2', 'PSR_3', 'PSR_4', equal respectively to R_0, epsilon_V=R_1/(16pi), eta_V=R_2/(8pi), ksi_V=R_3/(8pi)^2, omega_V=R_4/(8pi)^3 (default: 'V_0' set to 1.25e-13, 'V_1' to 1.12e-14, 'V_2' to 6.95e-14, 'V_3' and 'V_4' to zero). - +# 1.c.2) For 'inflation_V' and 'polynomial': enter either the coefficients +# 'V_0', 'V_1', 'V_2', 'V_3', 'V_4' of the Taylor expansion (in units of +# Planck mass to appropriate power), or their ratios 'R_0', 'R_1', +# 'R_2', 'R_3', 'R_4' corresponding to (128pi/3)*V_0^3/V_1^2, +# V_1^2/V_0^2, V_2/V_0, V_1*V_3/V_0, V_1^2*V_4/V_0^3, or the +# potential-slow-roll parameters 'PSR_0', 'PSR_1', 'PSR_2', 'PSR_3', +# 'PSR_4', equal respectively to R_0, epsilon_V=R_1/(16pi), +# eta_V=R_2/(8pi), ksi_V=R_3/(8pi)^2, omega_V=R_4/(8pi)^3 (default: +# 'V_0' set to 1.25e-13, 'V_1' to 1.12e-14, 'V_2' to 6.95e-14, 'V_3' +# and 'V_4' to zero). V_0=1.e-13 V_1=-1.e-14 V_2=7.e-14 V_3= V_4= - #R_0=2.18e-9 #R_1=0.1 #R_2=0.01 #R_3= #R_4= - #PSR_0 = 2.18e-9 #PSR_1 = 0.001989 #PSR_2 = 0.0003979 #PSR_3 = #PSR_4 = -2.c) for 'inflation_H': enter either the coefficients 'H_0', 'H_1', 'H_2', 'H_3', 'H_4' of the Taylor expansion (in units of Planck mass to appropriate power), or the Hubble-slow-roll parameters 'HSR_0', 'HSR_1', 'HSR_2', 'HSR_3', 'HSR_4' - +# 1.d) For 'inflation_H': +# enter either the coefficients 'H_0', 'H_1', 'H_2', 'H_3', 'H_4' of the +# Taylor expansion (in units of Planck mass to appropriate power), or the +# Hubble-slow-roll parameters 'HSR_0', 'HSR_1', 'HSR_2', 'HSR_3', 'HSR_4' H_0=1.e-13 H_1=-1.e-14 H_2=7.e-14 H_3= H_4= - #HSR_0 = 2.18e-9 #HSR_1 = 0.001989 #HSR_2 = 0.0003979 #HSR_3 = #HSR_4 = -2.d) for type 'inflation_V_end': - -2.d.1) value of the field at the minimum of the potential after inflation, or at a value in which you want to impose the end of inflation, in hybrid-like models. By convention, the code expects inflation to take place for values smaller than this value, with phi increasing with time (using a reflection symmetry, it is always possible to be in that case) (default: 'phi_end' set to 0) - +# 1.e) For type 'inflation_V_end': +# 1.e.1) Value of the field at the minimum of the potential after inflation, or +# at a value in which you want to impose the end of inflation, in +# hybrid-like models. By convention, the code expects inflation to take +# place for values smaller than this value, with phi increasing with +# time (using a reflection symmetry, it is always possible to be in that +# case) (default: 'phi_end' set to 0) phi_end = -2.d.2) shape of the potential. Refers to functions pre-coded in the primordail module, so far 'polynomial' and 'higgs_inflation'. (default: 'full_potential' set to 0) - +# 1.e.2) Shape of the potential. Refers to functions pre-coded in the primordail +# module, so far 'polynomial' and 'higgs_inflation'. (default: +# 'full_potential' set to 0) full_potential = polynomial -2.d.3) parameters of the potential. The meaning of each parameter is explained in the function primrodial_inflation_potential() in source/primordial.c - +# 1.e.3) Parameters of the potential. The meaning of each parameter is +# explained in the function primrodial_inflation_potential() in +# source/primordial.c Vparam0 = Vparam1 = Vparam2 = Vparam3 = Vparam4 = -2.d.4) how much the scale factor a or the product (aH) increases between Hubble crossing for the pivot scale (during inflation) and the end of inflation. You can pass either: 'N_star' (standing for log(a_end/a_pivot)) set to a number; or 'ln_aH_ratio' (standing for log(aH_end/aH_pivot)) set to a number; (default: 'N_star' set to 60) - +# 1.e.4) How much the scale factor a or the product (aH) increases between +# Hubble crossing for the pivot scale (during inflation) and the end of +# inflation. You can pass either: 'N_star' (standing for +# log(a_end/a_pivot)) set to a number; or 'ln_aH_ratio' (standing for +# log(aH_end/aH_pivot)) set to a number; (default: 'N_star' set to 60) #ln_aH_ratio = 50 #N_star = 55 -2.d.5) should the inflation module do its nomral job of numerical integration ('numerical') or use analytical slow-roll formulas to infer the primordial spectrum from the potential ('analytical') (default: 'inflation_behavior' set to 'numerical') - +# 1.e.5) Should the inflation module do its nomral job of numerical integration +# ('numerical') or use analytical slow-roll formulas to infer the +# primordial spectrum from the potential ('analytical')? (default: +# 'inflation_behavior' set to 'numerical') #inflation_behavior = numerical -2.e) for type 'two_scales' (currently this option works only for scalar modes, and either for pure adiabatic modes or adiabatic + one type of isocurvature): - -2.e.1) two wavenumbers 'k1' and 'k2' in 1/Mpc, at which primordial amplitude - parameters will be given. The value of 'k_pivot' will not be used in - input but quantities at k_pivot will still be calculated and stored in - the primordial structure (no default value: compulsory input if 'P_k_ini - type' has been set to 'two_scales') - +# 1.f) For type 'two_scales' (currently this option works only for scalar modes, +# and either for pure adiabatic modes or adiabatic + one type of +# isocurvature): +# 1.f.1) Two wavenumbers 'k1' and 'k2' in 1/Mpc, at which primordial amplitude +# parameters will be given. The value of 'k_pivot' will not be used in +# input but quantities at k_pivot will still be calculated and stored in +# the primordial structure (no default value: compulsory input if +# 'P_k_ini type' has been set to 'two_scales') k1=0.002 k2=0.1 -2.e.2) two amplitudes 'P_{RR}^1', 'P_{RR}^2' for the adiabatic primordial - spectrum (no default value: compulsory input if 'P_k_ini type' has been - set to 'two_scales') - +# 1.f.2) Two amplitudes 'P_{RR}^1', 'P_{RR}^2' for the adiabatic primordial +# spectrum (no default value: compulsory input if 'P_k_ini type' has been +# set to 'two_scales') P_{RR}^1 = 2.3e-9 P_{RR}^2 = 2.3e-9 -2.e.3) if one isocurvature mode has been turned on ('ic' set e.g. to 'ad,cdi' - or 'ad,nid', etc.), enter values of the isocurvature amplitude - 'P_{II}^1', 'P_{II}^2', and cross-correlation amplitude 'P_{RI}^1', - '|P_{RI}^2|' (see Planck paper on inflation for details on definitions) - +# 1.f.3) If one isocurvature mode has been turned on ('ic' set e.g. to 'ad,cdi' +# or 'ad,nid', etc.), enter values of the isocurvature amplitude +# 'P_{II}^1', 'P_{II}^2', and cross-correlation amplitude 'P_{RI}^1', +# '|P_{RI}^2|' (see Planck paper on inflation for details on +# definitions) P_{II}^1 = 1.e-11 P_{II}^2 = 1.e-11 P_{RI}^1 = -1.e-13 |P_{RI}^2| = 1.e-13 -2.e.4) set 'special iso' to 'axion' or 'curvaton' for two particular cases: - 'axion' means uncorrelated, n_ad equal to n_iso, 'curvaton' means fully - anti-correlated with f_iso<0 (in the conventions of the Planck inflation - paper this would be called fully correlated), n_iso equal to one; in - these two cases, the last three of the four paramneters in 2.c.3 will be - over-written give the input for 'P_{II}^1' (defaut: 'special_iso' left - blanck, code assumes general case described by four parameters of 2.c.3) - +# 1.f.4) Set 'special iso' to 'axion' or 'curvaton' for two particular cases: +# 'axion' means uncorrelated, n_ad equal to n_iso, 'curvaton' means fully +# anti-correlated with f_iso<0 (in the conventions of the Planck +# inflation paper this would be called fully correlated), n_iso equal +# to one; in these two cases, the last three of the four paramneters in +# 2.c.3 will be over-written give the input for 'P_{II}^1' (defaut: +# 'special_iso' left blanck, code assumes general case described by four +# parameters of 2.c.3) special_iso = -2.f) for type 'external_Pk' (see external documentation external_Pk/README.md - for more details): - -2.f.1) Command generating the table. If the table is already generated, just - write "cat ". The table should have two columns (k, pk) if - tensors are not requested, or three columns (k, pks, pkt) if they are. - -#command = python external_Pk/generate_Pk_example.py -#command = python external_Pk/generate_Pk_example_w_tensors.py -command = cat external_Pk/Pk_example.dat -#command = cat external_Pk/Pk_example_w_tensors.dat - -2.f.2) If the table is not pregenerated, parameters to be passed to the - command, in the right order, starting from "custom1" and up to - "custom10". They must be real numbers. - +# 1.g) For type 'external_Pk' (see external documentation external_Pk/README.md +# for more details): +# 1.g.1) Command generating the table. If the table is already generated, just +# write "cat ". The table should have two columns (k, pk) if +# tensors are not requested, or three columns (k, pks, pkt) if they are. +#command = python external/external_Pk/generate_Pk_example.py +#command = python external/external_Pk/generate_Pk_example_w_tensors.py +command = cat external/external_Pk/Pk_example.dat +#command = cat external/external_Pk/Pk_example_w_tensors.dat + +# 1.g.2) If the table is not pregenerated, parameters to be passed to the +# command, in the right order, starting from "custom1" and up to +# "custom10". They must be real numbers. custom1 = 0.05 # In the example command: k_pivot custom2 = 2.215e-9 # In the example command: A_s custom3 = 0.9624 # In the example command: n_s @@ -692,57 +1032,48 @@ custom5 = -0.1 # In the example (with tensors) command: n_t #custom9 = 0 #custom10 = 0 -------------------------------------- -----> define format of final spectra: -------------------------------------- -1) maximum l for CLs: -- 'l_max_scalars' for CMB scalars (temperature, polarization, cmb lensing potential), -- 'l_max_tensors' for CMB tensors (temperature, polarization) -- 'l_max_lss' for Large Scale Structure Cls (density, galaxy lensing potential) -Reducing 'l_max_lss' with respect to l_max_scalars reduces the execution time significantly -(default: set 'l_max_scalars' to 2500, 'l_max_tensors' to 500, 'l_max_lss' to 300) +# ------------------------- +# ----> Spectra parameters: +# ------------------------- + +# 1) Maximum l for CLs: +# - 'l_max_scalars' for CMB scalars (temperature, polarization, cmb +# lensing potential), +# - 'l_max_vectors' for CMB vectors +# - 'l_max_tensors' for CMB tensors (temperature, polarization) +# - 'l_max_lss' for Large Scale Structure Cls (density, galaxy +# lensing potential) +# Reducing 'l_max_lss' with respect to l_max_scalars reduces the execution +# time significantly (default: set 'l_max_scalars' to 2500, 'l_max_vectors' +# to 500, 'l_max_tensors' to 500, 'l_max_lss' to 300) l_max_scalars = 2500 +#l_max_vectors = 500 l_max_tensors = 500 -#l_max_lss = 600 - -2) maximum k in P(k), 'P_k_max_h/Mpc' in units of h/Mpc or 'P_k_max_1/Mpc' in - units of 1/Mpc. If scalar Cls are also requested, a minimum value is - automatically imposed (the same as in scalar Cls computation) - (default: set to 1 1/Mpc) - -P_k_max_h/Mpc = 1. -#P_k_max_1/Mpc = 0.7 - -3) value(s) 'z_pk' of redshift(s) for P(k,z) output file(s); can be ordered - arbitrarily, but must be separated by comas (default: set 'z_pk' to 0) - -z_pk = 0 -#z_pk = 0., 1.2, 3.5 - -4) if the code is interfaced with routines that need to interpolate P(k,z) at - various values of (k,z), enter 'z_max_pk', the maximum value of z at which - such interpolations are needed. (default: set to maximum value in above - 'z_pk' input) - -#z_max_pk = 10. - -6) parameters for the the matter density number count (option 'nCl' (or 'dCl')) - or galaxy lensing potential (option 'sCl') Cls: - -6a) enter here a description of the selection functions W(z) of each - redshift bin; selection can be set to 'gaussian', 'tophat' or - 'dirac', then pass a list of N mean redshifts in growing order - separated by comas, 1 or N widths separated by comas, 1 or N bias - separated by a comma, and 1 or N magnification bias separated by a - comma. The width stands for one standard deviation of the gaussian - (in z space), or for the half-width of the top-hat. Finally, - non_diagonal sets the number of cross-correlation spectra that you - want to calculate: 0 means only auto-correlation, 1 means only - adjacent bins, and number of bins minus one means all correlations - (default: set to 'gaussian',1,0.1,1.,0.,0) - +#l_max_lss = 300 + + +# 2) Parameters for the the matter density number count (option 'nCl' +# (or 'dCl')) or galaxy lensing potential (option 'sCl') Cls: +# 2.a) Enter here a description of the selection functions W(z) of each redshift +# bin; selection can be set to 'gaussian', 'tophat' or 'dirac', then pass a +# list of N mean redshifts in growing order separated by comas, 1 or N +# widths separated by comas, 1 or N bias separated by a comma, and 1 or N +# magnification bias separated by a comma. The width stands for one +# standard deviation of the gaussian (in z space), or for the half-width of +# the top-hat. Finally, non_diagonal sets the number of cross-correlation +# spectra that you want to calculate: 0 means only auto-correlation, 1 +# means only adjacent bins, and number of bins minus one means all +# correlations (default: set to 'gaussian',1,0.1,1.,0.,0) +# +# NOTE: For good performances, the code uses the Limber approximation for +# nCl. If you want high precision even with thin selection functions, +# increase the default value of the precision parameters +# l_switch_limber_for_nc_local_over_z and +# l_switch_limber_for_nc_los_over_z; for instance, add them to the +# input file with values 10000 and 2000, instead of the default 100 +# and 30. selection=gaussian selection_mean = 0.98,0.99,1.0,1.1,1.2 selection_width = 0.1 @@ -750,106 +1081,266 @@ selection_bias = selection_magnification_bias = non_diagonal=4 - [note: for good performances, the code uses the Limber approximation for nCl. If you want high precision even with thin selection functions, increase the default value of the precision parameters l_switch_limber_for_nc_local_over_z, l_switch_limber_for_nc_los_over_z; for instance, add them to the input file with values 10000 and 2000, instead of the default 100 and 30] - -6b) It is possible to multiply the window function W(z) by a selection function - 'dNdz' (number of objects per redshift interval). Type the name of the file - containing the redshift in the first column and the number of objects in - the second column (do not call it 'analytic*'). Set to 'analytic' to use - instead the analytic expression from arXiv:1004.4640 (this function can be - tuned in the module transfer.c, in the subroutine transfer_dNdz_analytic). - Leave blank to use a uniform distribution (default). - +# 2.b) It is possible to multiply the window function W(z) by a selection +# function 'dNdz' (number of objects per redshift interval). Type the name +# of the file containing the redshift in the first column and the number of +# objects in the second column (do not call it 'analytic*'). Set to +# 'analytic' to use instead the analytic expression from arXiv:1004.4640 +# (this function can be tuned in the module transfer.c, in the subroutine +# transfer_dNdz_analytic). Leave blank to use a uniform distribution +# (default). dNdz_selection = -6c) It is possible to consider source number counts evolution. Type the name of - the file containing the redshift on the first column and the number of - objects on the second column (do not call it 'analytic*'). Set to - 'analytic' to use instead the analytic expression from Eq. 48 of - arXiv:1105.5292. Leave blank to use constant comoving number densities - (default). - +# 2.c) It is possible to consider source number counts evolution. Type the name +# of the file containing the redshift on the first column and the number +# of objects on the second column (do not call it 'analytic*'). Set to +# 'analytic' to use instead the analytic expression from Eq. 48 of +# arXiv:1105.5292. Leave blank to use constant comoving number densities +# (default). dNdz_evolution = -7a) file name root 'root' for all output files (if Cl requested, written to - 'cl.dat'; if P(k) requested, written to 'pk.dat'; plus similar - files for scalars, tensors, pairs of initial conditions, etc.; if file with - input parameters requested, written to 'parameters.ini') (default: - the input module sets automatically 'root' to 'output/N_', - where N is the first available integer number, starting from 00, to avoid - erasing the output of previous runs) - -#root = output/test_ - -7b) do you want headers at the beginning of each output file (giving precisions - on the output units/ format) ? If 'headers' set to something containing the - letter 'y' or 'Y', headers written, otherwise not written - (default: written) - -headers = yes - -7c) in all output files, do you want columns to be normalized and ordered with - the default CLASS definitions or with the CAMB definitions (often idential - to the CMBFAST one) ? Set 'format' to either 'class', 'CLASS', 'camb' or - 'CAMB' (default: 'class') - -format = class - -7d) Do you want to write a table of background quantitites in a file? This will - include H, densities, Omegas, various cosmological distances, sound - horizon, etc., as a function of conformal time, proper time, scale factor. - File created if 'write background' set to something containing the letter - 'y' or 'Y', file written, otherwise not written (default: not written) - -write background = no - -7e) Do you want to write a table of thermodynamics quantitites in a file? File - is created if 'write thermodynamics' is set to something containing the - letter 'y' or 'Y'. (default: not written) -write thermodynamics = no - -7f) Do you want to write a table of perturbations to files for certain - wavenumbers k? Dimension of k is 1/Mpc. The actual wave numbers are chosen - such that they are as close as possible to the requested k-values. +# 3) Power spectrum P(k) +# 3.a) Maximum k in P(k), 'P_k_max_h/Mpc' in units of h/Mpc or 'P_k_max_1/Mpc' +# inunits of 1/Mpc. If scalar Cls are also requested, a minimum value is +# automatically imposed (the same as in scalar Cls computation) (default: +# set to 1 1/Mpc) +P_k_max_h/Mpc = 1. +#P_k_max_1/Mpc = 0.7 -k_output_values = #0.01, 0.1, 0.0001 +# 3.a.1) If you want to use a different value for k_max in the primordial and +# perturbations structures, specify +# 'primordial_P_k_max_h/Mpc' in units of h/Mpc or +# 'primordial_P_k_max_1/Mpc' in units of 1/Mpc +# to define the maximum value of k for primordial power spectrum. By doing +# so, 'P_k_max_h/Mpc' will only apply to perturbations. If unspecified, +# 'primordial_P_k_max_h/Mpc' is assumed to be the same as 'P_k_max_h/Mpc'. +#primordial_P_k_max_h/Mpc = +#primordial_P_k_max_1/Mpc = + +# 3.b) Value(s) 'z_pk' of redshift(s) for P(k,z) output file(s); can be ordered +# arbitrarily, but must be separated by comas (default: set 'z_pk' to 0) +z_pk = 0 +#z_pk = 0., 1.2, 3.5 -7g) Do you want to write the primordial scalar(/tensor) spectrum in a file, - with columns k [1/Mpc], P_s(k) [dimensionless], ( P_t(k) [dimensionless])? - File created if 'write primordial' set to something containing the letter - 'y' or 'Y', file written, otherwise not written (default: not written) +# 3.c) If the code is interfaced with routines that need to interpolate P(k,z) at +# various values of (k,z), enter 'z_max_pk', the maximum value of z at +# which such interpolations are needed. (default: set to maximum value in +# above 'z_pk' input) +#z_max_pk = 10. -write primordial = no -7h) Do you want to have all input/precision parameters which have been read - written in file 'parameters.ini', and those not written in file - 'unused_parameters' ? If 'write parameters' set to something - containing the letter 'y' or 'Y', file written, otherwise not written - (default: not written) -write parameters = yeap +# ---------------------------------- +# ----> Lensing parameters: +# ---------------------------------- -7i) Do you want a warning written in the standard output when an input - parameter or value could not be interpreted ? If 'write warnings' set to - something containing the letter 'y' or 'Y', warnings written, otherwise not - written (default: not written) +# 1) Relevant only if you ask for 'tCl, lCl' and/or 'pCl, lCl': if you want the +# spectrum of lensed Cls. Can be anything starting with 'y' or 'n'. +# (default: no lensed Cls) +lensing = yes -write warnings = ----------------------------------------------------- -----> amount of information sent to standard output: ----------------------------------------------------- +# 2) Should the lensing potential [phi+psi](k,tau) and the lensing spectrum Cl_phiphi be rescaled? +# You can rescale [phi+psi](k,tau) at all times by an overall amplitude and tilt: lcmb_rescale*(k/lcmb_pivot)**lcmb_tilt +# Or, more simply, you can pass the usual parameter 'A_l', and the potential will be rescaled by sqrt(A_L) +# (matches standard definition in Calabrese et al. 0803.2309) +# (default: no rescaling: A_L=lcmb_rescale=1) +A_L = +#lcmb_rescale = 1 +#lcmb_tilt = 0 +#lcmb_pivot = 0.1 + +# In general, do we want to use the full Limber scheme introduced in +# v3.2.2? With this full Limber scheme, the calculation of the CMB +# lensing potential spectrum C_l^phiphi for l > ppr->l_switch_limber +# is based on a new integration scheme. Compared to the previous +# scheme, which can be recovered by setting this parameter to 'no', +# the new scheme uses a larger k_max and a coarser k-grid (or q-grid) +# than the CMB transfer function. The new scheme is used by default, +# because the old one is inaccurate at large l due to the too small +# k_max. Set to anything starting with the letter 'y' or +# 'n'. (default: 'yes') +want_lcmb_full_limber = yes + +# ------------------------------------- +# ----> Distortions parameters: +# ------------------------------------- + +# 1) Which kind of appriximation would you like to use for the calculation of the +# branching ratios? +# To use approximation 1) 'branching approx'=sharp_sharp +# To use approximation 2) 'branching approx'=sharp_soft +# To use approximation 3) 'branching approx'=soft_soft +# To use approximation 4) 'branching approx'=soft_soft_cons +# To use approximation 5) 'branching approx'=exact +# +# Approximation 3) violates energy conservation in the plasma, and is discouraged. +# Please be aware, that the total energy injected will NOT include the residual distortion energy. +# (default set to 'exact') +sd_branching_approx = exact + +# 1.a) If the branching ratios are = exact, the user can specify additional parameters. For any other +# branching ratio approximation, all of the following parameters are going to be ignored. +# 1.a.1) How many multipoles do you want to use for the residuals in the case of the PCA +# analysis? The value can vary between 0 and 6. (default set to 2) +sd_PCA_size = 2 + +# 1.a.2) If PCA size is different from 0, you need to specify the chosen detector, by defining +# setting "sd_detector_name" and defining any of 1.a.3.x). +# In external/distortions, the file detectors_list.dat contains a list +# of currently "known" detectors, i.e. detectors for which the PCA decomposition +# has already been computed. If no detector name is specified, but the detector specifics +# 1.a.3.x) are, the name will be created automatically. If no name and no specifics are +# given, PIXIE values are going to be assumed. +# +# For instance, in the case of "sd_detector_name=PIXIE", the values are fixed respectively to 30 GHz, +# 1005 GHz, 15 GHz and 5 10^-26 W/(m^2 Hz sr), and all spectral shapes and branching ratios are +# already precumputed. +# +# It would be very helpful if, once computed the vectors for a new detector, the user would +# send us the files containing spectral shapes and branching ratios (see e.g. +# external/distortions for templates). +sd_detector_name = PIXIE + +# 1.a.3) Provide the specifics of the detector (frequencies and sensitivities) +# Either define a path to a full noise file or enter the specifics here +# 1.a.3.1) Give a path to the full noise file containing +# - the frequency array in GHz and +# - the detector noise in 10^-26 W/(m^2 Hz sr) for each frequency +# Please supply the path relative to external/distortions +#sd_detector_file = FIRAS_nu_delta_I.dat + +# 1.a.3.2) If you did not supply the full noise file, you need to set +# - the minumum frequency in GHz +# - the maximum frequency in GHz +# - the bin width in GHz or alternatively the number of bins +# - the detector noise in 10^-26 W/(m^2 Hz sr) +# of the chosen detector. +#sd_detector_nu_min = 30. +#sd_detector_nu_max = 1000. +#sd_detector_nu_delta = 15. +#sd_detector_bin_number = 65 +#sd_detector_delta_Ic = 5. + + +# 2) Only calculate non-LCDM contributions to heating? +# Sometimes, for comparison, one might want to disable all LCDM contributions to SDs. +# Can be set to anything starting with 'y' or 'n' (default: no) +sd_only_exotic = no + + +# 3) Include g distortions? +# Can be set to anything starting with 'y' or 'n' (default: no) +sd_include_g_distortion = no + + +# 4) If you want to manually add a y and/or a mu parameter on top of the calculated values, specify +# 'sd_add_y' or 'sd_add_mu' or both (default set to 0 for both) +sd_add_y = 0. +sd_add_mu = 0. + + +# 5) Include SZ effect from reionization? Can be set to anything starting with 'y' or 'n' +# (default: no) +include_SZ_effect = no + +# 5.a) Specify the type of approximation you want to use for the SZ effect +# - by setting 'sd_reio_type' to 'Nozawa_2005', the approximation by Nozawa et al. 2005 is employed. +# - by setting 'sd_reio_type' to 'Chluba_2012', the approximation by Chluba et al. 2012 is employed. +# Note that, for the moment, this appoximation is only valid for cluster temperatures lower +# than few KeV. +# (default set to 'Chluba_2012') +#sd_reio_type = Chluba_2012 + + + +# ---------------------------------- +# ----> Output parameters: +# ---------------------------------- + +# 1) Output for external files +# 1.a) File name root 'root' for all output files (if Cl requested, written to +# '_cl.dat'; if P(k) requested, written to '_pk.dat'; plus +# similar files for scalars, tensors, pairs of initial conditions, etc.; +# if file with input parameters requested, written to +# '_parameters.ini') +# If no root is specified, the root will be set to 'output/' +# (default: output/) +#root = output/test + +# 1.a.1) If root is specified, do you want to keep overwriting the file, +# or do you want to create files numbered as 'N_'. +# Can be set to anything starting with 'y' or 'n' (default: no) +overwrite_root = no + +# 1.b) Do you want headers at the beginning of each output file (giving +# precisions on the output units/ format) ? Can be set to anything +# starting with 'y' or 'n' (default: yes) +headers = yes -Increase integer values to make each module more talkative (default: all set to 0) +# 1.c) In all output files, do you want columns to be normalized and ordered +# with the default CLASS definitions or with the CAMB definitions (often +# idential to the CMBFAST one) ? Set 'format' to either 'class', 'CLASS', +# 'camb' or 'CAMB' (default: 'class') +format = class +# 1.d) Do you want to write a table of background quantitites in a file? This +# will include H, densities, Omegas, various cosmological distances, sound +# horizon, etc., as a function of conformal time, proper time, scale +# factor. Can be set to anything starting with 'y' or 'no' (default: no) +write_background = no + +# 1.e) Do you want to write a table of thermodynamics quantitites in a file? +# Can be set to anything starting with 'y' or 'n'. (default: no) +write_thermodynamics = no + +# 1.f) Do you want to write a table of perturbations to files for certain +# wavenumbers k? Dimension of k is 1/Mpc. The actual wave numbers are +# chosen such that they are as close as possible to the requested k-values. (default: none) +#k_output_values = 0.01, 0.1, 0.0001 + +# 1.g) Do you want to write the primordial scalar(/tensor) spectrum in a file, +# with columns k [1/Mpc], P_s(k) [dimensionless], ( P_t(k) +# [dimensionless])? Can be set to anything starting with 'y' or 'n'. (default: no) +write_primordial = no + +# 1.h) Do you want to write the exotic energy injection function in a file, +# with columns z [dimensionless], dE/dz_inj, dE/dz_dep [J/(m^3 s)]? +# 1.i) Do you want to write also the non-injected photon heating? +# File created if 'write_exotic_injection' or +# 'write_noninjection' set to something containing the letter +# 'y' or 'Y', file written, otherwise not written (default: no) +write_exotic_injection = no +#write_noninjection = no + +# 1.k) Do you want to write the spectral distortions in a file, +# with columns x [dimensionless], DI(x) [dimensionless]? +# File created if 'write_distortions' set to something containing the letter +# 'y' or 'Y', file written, otherwise not written (default: no) +write_distortions = no + +# 1.l) Do you want to have all input/precision parameters which have been read +# written in file 'parameters.ini', and those not written in file +# 'unused_parameters' ? Can be set to anything starting with 'y' +# or 'n'. (default: yes) +write_parameters = yes + +# 1.m) Do you want a warning written in the standard output when an input +# parameter or value could not be interpreted ? Can be set to anything starting +# with 'y' or 'n' (default: no) +write_warnings = no + +# 2) Amount of information sent to standard output: Increase integer values +# to make each module more talkative (default: all set to 0) input_verbose = 1 background_verbose = 1 thermodynamics_verbose = 1 perturbations_verbose = 1 transfer_verbose = 1 primordial_verbose = 1 -spectra_verbose = 1 -nonlinear_verbose = 1 +harmonic_verbose = 1 +fourier_verbose = 1 lensing_verbose = 1 +distortions_verbose = 1 output_verbose = 1 diff --git a/external/HyRec2020/Alpha_inf.dat b/external/HyRec2020/Alpha_inf.dat new file mode 100644 index 00000000..75b551fa --- /dev/null +++ b/external/HyRec2020/Alpha_inf.dat @@ -0,0 +1,4000 @@ + 6.0915545e-12 5.5735114e-11 5.2959333e-13 2.0138398e-12 + 5.4363309e-12 4.7677140e-11 5.9242998e-13 2.3398518e-12 + 4.9520194e-12 4.1925958e-11 6.4965637e-13 2.6470852e-12 + 4.5754201e-12 3.7588861e-11 7.0256561e-13 2.9393956e-12 + 4.2718516e-12 3.4186367e-11 7.5202031e-13 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1.6925191e-13 4.2401153e-13 1.4583757e-13 3.5356430e-13 + 1.6601937e-13 4.1416191e-13 1.4868175e-13 3.6200680e-13 + 1.6292488e-13 4.0476890e-13 1.5150893e-13 3.7043147e-13 + 1.5995938e-13 3.9580100e-13 1.5431965e-13 3.7883874e-13 + 1.5711463e-13 3.8722963e-13 1.5711441e-13 3.8722903e-13 diff --git a/external/HyRec2020/README.md b/external/HyRec2020/README.md new file mode 100644 index 00000000..2ba6f703 --- /dev/null +++ b/external/HyRec2020/README.md @@ -0,0 +1,7 @@ +# HYREC-2 +By Yacine Ali-Haimoud and Chris Hirata (2010-17) + with contributions from Nanoom Lee (2020). + +Version July 2020. + +See readme.pdf for detailed info. diff --git a/hyrec/R_inf.dat b/external/HyRec2020/R_inf.dat similarity index 100% rename from hyrec/R_inf.dat rename to external/HyRec2020/R_inf.dat diff --git a/external/HyRec2020/energy_injection.c b/external/HyRec2020/energy_injection.c new file mode 100644 index 00000000..7b7aa0ae --- /dev/null +++ b/external/HyRec2020/energy_injection.c @@ -0,0 +1,249 @@ +/******************************************************************************************************/ +/* HYREC-2: Hydrogen and Helium Recombination Code */ +/* Written by Yacine Ali-Haimoud and Chris Hirata (2010-17) */ +/* with contributions from Nanoom Lee (2020) */ +/* */ +/* energy_injection.c: functions for the energy injection rate by various physical processes */ +/* */ +/******************************************************************************************************/ + +#include +#include +#include +#include "hyrectools.h" +#include "energy_injection.h" + + +/*************************************************************************************** +Total volumic rate of energy *injection*, in eV/cm^3/s due to DM annihilation +in the smooth background and in haloes as in Giesen et al 1209.0247 +****************************************************************************************/ + +double dEdtdV_DM_ann(double z, INJ_PARAMS *params){ + + double pann_tot, u_min, erfc; + double zp1, zp1_ann, zp1_max, zp1_min, var, zp1_halo; + + var = params->ann_var; + zp1 = z + 1.; + zp1_ann = params->ann_z + 1.; + zp1_max = params->ann_zmax + 1.; + zp1_halo = params->ann_z_halo + 1.; + zp1_min = params->ann_zmin + 1.; + + pann_tot = 0.; + + /* Dark matter annihilation in the smooth background */ + if (params->pann > 0.) { + + /* Parametrized variation of pann */ + if (zp1 > zp1_max) pann_tot = params->pann *exp(-var *square(log(zp1_ann/zp1_max))); + else if (zp1 > zp1_min) { + pann_tot = params->pann *exp(var*(-square(log(zp1_ann/zp1_max)) + +square(log(zp1/zp1_max)))); + } + else { + pann_tot = params->pann *exp(var*(-square(log(zp1_ann/zp1_max)) + +square(log(zp1_min/zp1_max)))); + } + pann_tot = pann_tot*pow(zp1,3.); + } + + /* Dark matter annihilation in haloes */ + if (params->pann_halo > 0.) { + u_min = zp1/zp1_halo; + erfc = pow(1.+0.278393*u_min+0.230389*u_min*u_min+0.000972*u_min*u_min*u_min+0.078108*u_min*u_min*u_min*u_min,-4); + pann_tot += params->pann_halo *erfc; + } + + return square(10537.4*params->odmh2) * zp1*zp1*zp1*1e-9* pann_tot + +10537.4*params->odmh2*pow((1+z),3)*params->decay; + /* the prefactor is 3 H100^2/(8 Pi G) c^2 in eV/cm^3, H100 = 100km/s/Mpc */ + /* pann is given in cm^3/s/GeV, multiply by 1e-9 to get cm^3/s/eV */ + +} + +/*************************************************************************************** +Effect of accreting primordial black holes +Since the accuracy is certainly not at the percent level, +we assume best-fit values for all cosmological parameters and neglect Helium +Throughout, Mpbh is in solar masses, Teff in Kelvins +***************************************************************************************/ + + +/* Dimensionless Compton drag rate */ +double beta_pbh(double Mpbh, double z, double xe, double Teff) { + double a, vB, tB; + + a = 1./(1.+z); + vB = 9.09e3 * sqrt((1.+xe)*Teff); /* Bondi speed in cm/s */ + tB = 1.33e26 *Mpbh/vB/vB/vB; /* Bondi timescale in sec*/ + + return 5.60e-24 *xe/a/a/a/a *tB; +} + + /* Dimensionless Compton cooling rate */ +double gamma_pbh(double Mpbh, double z, double xe, double Teff) { + return 2.*1836./(1.+xe) *beta_pbh(Mpbh, z, xe, Teff); +} + +/* Dimensionless accretion rate */ +double lambda_pbh(double Mpbh, double z, double xe, double Teff) { + double beta, gamma, lam_ricotti, lam_ad, lam_iso, lam_nodrag; + + beta = beta_pbh(Mpbh, z, xe, Teff); + gamma = gamma_pbh(Mpbh, z, xe, Teff); + + lam_ricotti = exp(4.5/(3.+pow(beta, 0.75)))/square(sqrt(1.+beta)+1.); + /* Fitting formula from Ricotti 2007 for the fully isothermal case */ + lam_ad = pow(0.6, 1.5)/4.; + lam_iso = exp(1.5)/4.; + + lam_nodrag = lam_ad + (lam_iso - lam_ad) * pow(gamma*gamma/(88. + gamma*gamma), 0.22); /* Fitting formula for the no-drag case */ + + return lam_ricotti *lam_nodrag /lam_iso; +} + +/* Accretion rate (in g/s), accounting for Compton drag and Compton cooling.*/ +double Mdot_pbh(double Mpbh, double z, double xe, double Teff) { + + double vB = 9.09e3 * sqrt((1.+xe)*Teff); /* Bondi speed in cm/s */ + + return 8.81e22 * Mpbh*Mpbh*cube((1.+z)/vB) *lambda_pbh(Mpbh, z, xe, Teff); +} + +/* Temperature of the flow near the Shchwarzschild radius divided by m_e c^2 */ +double TS_over_me_pbh(double Mpbh, double z, double xe, double Teff) { + double gamma, tau, omega, Y; + + gamma = gamma_pbh(Mpbh, z, xe, Teff); + + tau = 1.5/(5. + pow(gamma, 2./3.)); /* T/Teff -> tau *rB/r for r << rB */ + omega = sqrt(2. - 5*tau); /* v/vB -> -omega *sqrt(rB/r) for r << rB */ + + Y = pow((1.+ xe)/2., 7.) * tau/2. *pow(omega/4.,2./3.)*1836.; + + return Y /pow(1.+Y/0.27, 1./3.); +} + +/* Radiative efficiency divided by \dot{m} */ +double eps_over_mdot_pbh(double Mpbh, double z, double xe, double Teff) { + double X, G; + + X = TS_over_me_pbh(Mpbh, z, xe, Teff); + + /* Fit to the (e-e + e-p) free-free Gaunt factor */ + if (X < 1) G = 4./M_PI * sqrt(2./M_PI/X) *(1.+ 5.5*pow(X, 1.25)); + else G = 27./2./M_PI *(log(2.*X*0.56146 + 0.08) + 4./3.); + + return X/1836./137. * G; /* alpha[fine-struct] * TS/mp * G */ +} + +/* Luminosity of a single PBH in erg/s*/ +double L_pbh(double Mpbh, double z, double xe, double Teff) { + double Mdot, mdot, eff; + + Mdot = Mdot_pbh(Mpbh, z, xe, Teff); + mdot = Mdot / (1.4e17 * Mpbh); /* Mdot c^2 / L_Eddington */ + eff = mdot *eps_over_mdot_pbh(Mpbh, z, xe, Teff); + + return eff * Mdot * 9e20; /* L = epsilon Mdot c^2 */ +} + +/* Very approximate value of the rms relative velocity, in cm/s */ +double vbc_rms_func(double z) { + if (z < 1e3) return 30e5 * (1.+z)/1e3; + else return 30e5; +} + +/* Average of the pbh luminosity over the distribution of relative velocities */ +double L_pbh_av(double Mpbh, double z, double xe, double Tgas) { + double vbc_rms, vbc_max, vbc, P_vbc, num, denom, x, Teff; + int i, Nvbc; + + Nvbc = 50; // More than enough at the level of precision we use + + vbc_rms = vbc_rms_func(z); + + vbc_max = 5.*vbc_rms; + + num = denom = 0.; + for (i = 0; i < Nvbc; i++) { + vbc = i*vbc_max/(Nvbc-1.); + x = vbc/vbc_rms; + denom += P_vbc = x*x* exp(-1.5*x*x); + + Teff = Tgas + 121e-10 *vbc*vbc/(1.+xe); + + num += L_pbh(Mpbh, z, xe, Teff) * P_vbc; + } + + return num/denom; +} + +/* Rate of energy *injection* per unit volume (in erg/cm^3/s) due to PBHs*/ +double dEdtdV_pbh(double fpbh, double Mpbh, double z, double xe, double Tgas) { + double xe_used = (xe < 1.? xe : 1.); /* Since we are not accounting for Helium */ + if (fpbh > 0.) { + return 6.12e-52/Mpbh * cube(1.+z) * fpbh *L_pbh_av(Mpbh, z, xe_used, Tgas); + } + else return 0.; +} + +/*********************************************************************************** +Total energy *injection* rate per unit volume +Add in your favorite energy injection mechanism here +***********************************************************************************/ + +double dEdtdV_inj(double z, double xe, double Tgas, INJ_PARAMS *params){ + return dEdtdV_DM_ann(z, params) + + dEdtdV_pbh(params->fpbh, params->Mpbh, z, xe, Tgas); +} + + +/********************************************************************************** +Energy *deposition* rate per unit volume +Essentially use a very simple ODE solution +**********************************************************************************/ + +void update_dEdtdV_dep(double z_out, double dlna, double xe, double Tgas, + double nH, double H, INJ_PARAMS *params, double *dEdtdV_dep) { + + double inj = dEdtdV_inj(z_out, xe, Tgas, params); + + if (params->on_the_spot == 1) *dEdtdV_dep = inj; + + // Else put in your favorite recipe to translate from injection to deposition + // Here I assume injected photon spectrum Compton cools at rate dE/dt = - 0.1 n_h c sigma_T E + // This is valid for E_photon ~ MeV or so. + + else { // c sigma_T = 2e-14 (cgs) + *dEdtdV_dep = (*dEdtdV_dep *exp(-7.*dlna) + 2e-15* dlna*nH/H *inj) + /(1.+ 2e-15 *dlna*nH/H); + } +} + +/******************************************************************************* +Fraction of energy deposited in the form of heat, ionization and excitations +*******************************************************************************/ + +double chi_heat(double xe) { + return (1.+2.*xe)/3.; // Approximate value of Chen & Kamionkowski 2004 + + // fit by Vivian Poulin of columns 1 and 2 in Table V of Galli et al. 2013 + // overall coefficient slightly changed by YAH so it reaches exactly 1 at xe = 1. + // return (xe < 1.? 1.-pow(1.-pow(xe,0.300134),1.51035) : 1.); +} + +double chi_ion(double xe) { + return (1.-xe)/3.; // Approximate value of Chen & Kamionkowski 2004 + + // fit by Vivian Poulin of columns 1 and 4 in Table V of Galli et al. 2013 + // return 0.369202*pow(1.-pow(xe,0.463929),1.70237); +} + +double chi_exc(double xe) { + return 1. - chi_ion(xe) - chi_heat(xe); +} + + diff --git a/external/HyRec2020/energy_injection.h b/external/HyRec2020/energy_injection.h new file mode 100644 index 00000000..e58c7a27 --- /dev/null +++ b/external/HyRec2020/energy_injection.h @@ -0,0 +1,32 @@ +/* Structure with all energy injection parameters */ +/* If adding a new energy injection process + make sure to add relevant parameters here */ + +#ifndef __ENERGY_INJECTION__ +#define __ENERGY_INJECTION__ + +typedef struct { + + double odmh2; /* Omega_dm h^2 */ + + double pann, pann_halo; /* DM annihilation parameter in the smooth background and in haloes */ + /* Units of pann and pann_halo are cm^3/s/GeV */ + + double ann_z, ann_zmax, ann_zmin, ann_var; /* Parameters for the variation of pann(z) */ + double ann_z_halo; /* Characteristic redshift for annihilation in haloes */ + + double decay; + + double Mpbh, fpbh; /* Mass and fraction of DM made of primordial black holes */ + + int on_the_spot; /* if set to 1 assume energy deposition rate = injection rate */ + /* Otherwise solves for deposition given injection with simple recipe */ + + double ion, exclya; + +} INJ_PARAMS; + +void update_dEdtdV_dep(double z_out, double dlna, double xe, double Tgas, + double nH, double H, INJ_PARAMS *params, double *dEdtdV_dep); + +#endif diff --git a/external/HyRec2020/fit_swift.dat b/external/HyRec2020/fit_swift.dat new file mode 100644 index 00000000..fd0cfa4f --- /dev/null +++ b/external/HyRec2020/fit_swift.dat @@ -0,0 +1,265 @@ +1.775000e+03 -3.631352e-02 3.584254e-02 -7.258989e-01 1.320773e-04 +1.785000e+03 -3.572244e-02 3.458601e-02 -7.010202e-01 1.288863e-04 +1.795000e+03 -3.509898e-02 3.318837e-02 -6.744851e-01 1.235682e-04 +1.805000e+03 -3.444171e-02 3.172236e-02 -6.449809e-01 1.198262e-04 +1.815000e+03 -3.374928e-02 3.011050e-02 -6.133736e-01 1.152443e-04 +1.825000e+03 -3.302042e-02 2.839830e-02 -5.793844e-01 1.102837e-04 +1.835000e+03 -3.225410e-02 2.655726e-02 -5.441065e-01 1.040230e-04 +1.845000e+03 -3.144937e-02 2.462645e-02 -5.052070e-01 9.795355e-05 +1.855000e+03 -3.060536e-02 2.259101e-02 -4.651417e-01 9.079287e-05 +1.865000e+03 -2.972145e-02 2.046698e-02 -4.227787e-01 8.308124e-05 +1.875000e+03 -2.879718e-02 1.823386e-02 -3.784686e-01 7.542159e-05 +1.885000e+03 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Kelvin */ +/* */ +/* Revision history: */ +/* - February 2015: changed length units from m to cm, so densities are in cm^-3 */ +/* like in the rest of the code */ +/* - May 2012: - added explicit dependence on the fine structure constant */ +/* and electron mass. Post-Saha functions moved to history.c */ +/* - dxHeII/dlna now includes explicit dependence on xH1s */ +/* (in case H and He recombinations overlap so H is not in Saha equilibrium) */ +/* - January 2011: added input variables so the value of xHeIII and */ +/* post-Saha corrections can be monitored from external routines */ +/* - written November 2010 */ +/*************************************************************************************************/ + +#include +#include +#include +#include +#include "helium.h" + +/************************************************************************************************ +Gets xe in He II + III equilibrium +*************************************************************************************************/ + +double rec_xesaha_HeII_III(REC_COSMOPARAMS *cosmo, double z, double *xHeIII) { + + double Tr, nH, ainv, s; + double nH0 = cosmo->nH0, Tr0 = cosmo->T0, fHe = cosmo->fHe; + double fsR = cosmo->fsR, meR = cosmo->meR; + /* Current conditions */ + Tr = Tr0*(ainv=1+z) /fsR/fsR/meR; /* Rescaled for different alpha, me */ + nH = nH0*ainv*ainv*ainv; + + /* Obtain Saha ratio, xe*xHeIII/xHeII + * prefactor = (2*pi*m*k/h^2)^1.5. Includes dependence on fine-structure constant and electron mass*/ + + s = fsR*fsR*fsR*meR*meR*meR* 2.414194e15*Tr*sqrt(Tr)*exp(-631462.7/Tr)/nH; + + *xHeIII = 2.*s*fHe/(1.+s+fHe)/(1.+sqrt(1.+4.*s*fHe/(1.+s+fHe)/(1.+s+fHe))); + + return(1. + fHe + *xHeIII); +} + +/*************************************************************************************************** +Gets xHeII (NOT xe) in Saha equilibrium, hydrogen assumed fully ionized. +****************************************************************************************************/ + +double rec_saha_xHeII(REC_COSMOPARAMS *cosmo, double z) { + + double Tr, nH, ainv, s; + double nH0 = cosmo->nH0, Tr0 = cosmo->T0, fHe = cosmo->fHe; + double fsR = cosmo->fsR, meR = cosmo->meR; + + /* Current conditions */ + Tr = Tr0*(ainv=1+z) /fsR/fsR/meR; /* Rescaled for different alpha, me */ + nH = nH0*ainv*ainv*ainv; + + /* Obtain Saha ratio, xe*xHeII/xHeI. prefactor = (2*pi*m*k/h^2)^1.5 */ + s = fsR*fsR*fsR*meR*meR*meR *2.414194e15*Tr*sqrt(Tr)*exp(-285325./Tr)/nH * 4.; + + return 2.*s*fHe/(1.+s)/(1.+sqrt(1.+4.*s*fHe/(1.+s)/(1.+s))); + +} + +/******************************************************************************************* +Gets xH1s for Saha equilibrium HII + e <-> H(1s) + gamma, where xe = xHII + xHeII +(in case Helium has not full recombined). Added May 2012. +*******************************************************************************************/ + +double rec_saha_xH1s(REC_COSMOPARAMS *cosmo, double z, double xHeII) { + + double s, Tr, nH, ainv; + double nH0 = cosmo->nH0, T0 = cosmo->T0; + double fsR = cosmo->fsR, meR = cosmo->meR; + + Tr = T0 * (ainv=1.+z) /fsR/fsR/meR; /* current (rescaled) radiation temperature */ + nH = nH0*ainv*ainv*ainv; + + /* Obtain Saha ratio, xe xHII/xH1s, with xe = xHII + xHeII and xHII = 1-xH1s + * Constants: + * reduced mass Rydberg = 157801.37882 Kelvin (no relativistic corrections) + * prefactor = (2*pi*m*k/h^2)^1.5 */ + + s = fsR*fsR*fsR*meR*meR*meR *2.4127161187130e15*Tr*sqrt(Tr)*exp(-157801.37882/Tr)/nH; + if (s == 0.) return 1.; + else if (s > 1e5) return (1.+xHeII)/s - (xHeII*xHeII + 3.*xHeII + 2.)/s/s; /* Second-order value for xHII ~ 1 */ + else return 1.-2./(1.+ xHeII/s + sqrt((1.+ xHeII/s)*(1.+ xHeII/s) +4./s)); + +} + +/************************************************************************************* + He II->I recombination rate evolution equation. + Incorporates 2(1)P-->1(1)S escape, with H continuum opacity + 2(1)S-->1(1)S 2 photon decay + 2(3)P-->1(1)S Sobolev + Assumes Compton temperature equilibrium, no Thomson opacity. + Added May 2012: Explicit dependence on xH1s, which may differ from its Saha equilibrium +value if hydrogen has already started to recombine (if H and He recombinations overlap). +**************************************************************************************/ + +double rec_helium_dxHeIIdlna(HYREC_DATA *data, double z, double xH1, double xHeII, double H) { + double nH0 = data->cosmo->nH0, Tr0 = data->cosmo->T0, fHe = data->cosmo->fHe; + double fsR = data->cosmo->fsR, meR = data->cosmo->meR; + int *error = &data->error; + double Tr, nH, ainv, s, s0; + double xe, xHeI, y2s, y2p, ydown; + double etacinv, g2pinc, dnuline, tau2p, pesc, tauc, enh; + char sub_message[256]; + if (*error == 1) return 0.; + + xe = xHeII + (1.-xH1); + xHeI = fHe - xHeII; + /* First catch potential errors */ + if (xHeI < 0.){ + sprintf(sub_message, "xHeI = %E < 0 at z = %f in rec_helium_dxHeIIdlna.\nYou should try and extend the hydrogen post-saha phase by increasing DXHII_MAX in history.h\n", xHeI, z); + strcat(data->error_message, sub_message); + *error = 1; + } + + /* Current conditions */ + Tr = Tr0*(ainv=1+z) /fsR/fsR/meR; /* Rescaled temperature to account for different alpha or me */ + nH = nH0*ainv*ainv*ainv; + + /* Saha abundance ratio, and ratio for zero ionization potential */ + s0 = fsR*fsR*fsR*meR*meR*meR *2.414194e15*Tr*sqrt(Tr)/nH * 4.; + s = s0 * exp(-285325./Tr); + + /* Abundances of excited levels. y is defined as x_i = y_i * xe * xHeII */ + y2s = exp(46090./Tr)/s0; + y2p = exp(39101./Tr)/s0 * 3.; + + /* Continuum opacity */ + /* coeff is 1/(sigma lambda) in cm^(-3). Result is in s^{-1} */ + + etacinv = fsR*fsR*fsR *meR*meR*meR* 9.15776e22 * H/nH/xH1; + + /* Incoherent width of 2(1)P incl. ->2s, 3s, 3d, 4s, 4d, 5s, 5d */ + g2pinc = 1.976e6 / (1.-exp(-6989./Tr)) + + 6.03e6 / (exp(19754./Tr)-1.) + + 1.06e8 / (exp(21539./Tr)-1.) + + 2.18e6 / (exp(28496./Tr)-1.) + + 3.37e7 / (exp(29224./Tr)-1.) + + 1.04e6 / (exp(32414./Tr)-1.) + + 1.51e7 / (exp(32781./Tr)-1.); + + g2pinc *= fsR*fsR*fsR*fsR*fsR*meR ; + + /* Optical depth, escape prob in x2p */ + tau2p = 4.277e-8 * nH/H * xHeI /(fsR*meR*meR); + dnuline = g2pinc * tau2p / (4.*M_PI*M_PI); + tauc = dnuline/etacinv; + enh = sqrt(1.+M_PI*M_PI*tauc) + 7.74*tauc/(1.+70.*tauc); + pesc = enh / tau2p; + + + /* Effective increase in escape probability via intercombination line + * ratio of optical depth to allowed line = 1.023e-7 + * 1-e^-tau23 = absorption prob. in intercom line + * e^[(E21P-E23P)/T] - e^[-(E21P-E23P)*eta_c] = step in intercom line + * relative to N_line in 21P + * divide by tau2p to get effective increase in escape prob. + * factor of 0.964525 is phase space factor for intercom vs allowed line -- (584/591)^3 + */ + pesc = pesc + (1.-exp(-1.023e-7*tau2p))*(0.964525*exp(2947./Tr)-enh*exp(-6.14e13*fsR*fsR*meR/etacinv))/tau2p; + + /* Total decay rate */ + + ydown = fsR*fsR*fsR*fsR*fsR*fsR*fsR*fsR*meR *50.94*y2s /*prefactor correcting 2-photon decay rate given alpha, me*/ + + fsR*fsR*fsR*fsR*fsR*meR* 1.7989e9*y2p*pesc; /*prefactor correcting 1-photon dipole rate */ + + + return ydown*(xHeI*s - xHeII*xe)/H; /* Excitation is obtained by detailed balance */ + +} + +/***********************************************************************************************************/ + + diff --git a/external/HyRec2020/helium.h b/external/HyRec2020/helium.h new file mode 100644 index 00000000..9ee1dc74 --- /dev/null +++ b/external/HyRec2020/helium.h @@ -0,0 +1,22 @@ +/*************************************************************************************************/ +/* HYREC-2: Hydrogen and Helium Recombination Code */ +/* Written by Yacine Ali-Haimoud and Chris Hirata (2010-17) */ +/* with contributions from Nanoom Lee (2020) */ +/* */ +/* helium.h: all functions related to helium recombination (and Saha equilibria) */ +/* */ +/*************************************************************************************************/ + +#ifndef __HELIUM__ +#define __HELIUM__ + +#include "hydrogen.h" + +#define SIZE_ErrorM 2048 + +double rec_xesaha_HeII_III(REC_COSMOPARAMS *cosmo, double z, double *xHeIII); +double rec_saha_xHeII(REC_COSMOPARAMS *cosmo, double z); +double rec_saha_xH1s(REC_COSMOPARAMS *cosmo, double z, double xHeII); +double rec_helium_dxHeIIdlna(HYREC_DATA *data, double z, double xH1s, double xHeII, double H); + +#endif diff --git a/external/HyRec2020/history.c b/external/HyRec2020/history.c new file mode 100644 index 00000000..9710fb16 --- /dev/null +++ b/external/HyRec2020/history.c @@ -0,0 +1,1017 @@ +/******************************************************************************************************/ +/* HYREC-2: Hydrogen and Helium Recombination Code */ +/* Written by Yacine Ali-Haimoud and Chris Hirata (2010-17) */ +/* with contributions from Nanoom Lee (2020) */ +/* */ +/* history.c: functions for numerical integration of the recombination history */ +/* */ +/* */ +/* Revision history: */ +/* - January 2020 : - added massive neutrino part in Hubble rate */ +/* - added new mode, SWIFT */ +/* - separated DLNA in two cases, MODEL = FULL or else */ +/* - added error_massage control */ +/* - 2015: - added DM annihilation and 21 cm routines. */ +/* - changed cosmological parameters input form */ +/* - possibility to change fine structure constant/ electron mass */ +/* - nH0 now in cm^-3 (instead of m^-3 which was only used in helium.c) */ +/* - October 2012: - added some wrapper functions for running CAMB with HyRec */ +/* (courtesy of Antony Lewis) */ +/* - possibility to change fine structure constant/ electron mass */ +/* - May 2012: - added explicit dependence on fine structure constant and electron mass */ +/* - modified call of rec_build_history */ +/* and improved numerical radiative transfer equations */ +/* so the Lyman-lines spectrum can be extracted */ +/* - split some functions for more clarity */ +/* - November 2011: - extended integration down to z = 0 with Peeble's model for z < 20 */ +/* - changed dTm/dlna so it can be called at all times */ +/* - January 2011: changed various switches (notably for post-Saha expansions) */ +/* so that they remain valid for arbitrary cosmologies */ +/* - written November 2010 */ +/******************************************************************************************************/ + +#include +#include +#include +#include +#include +#include +#include + +#include "history.h" +#include "helium.h" + +/************************************************************************************* +Hubble expansion rate in sec^-1. +*************************************************************************************/ + +#ifdef CAMB + +/* Use the Hubble rate from CAMB */ + +extern double exported_dtauda(double *); + +double rec_HubbleRate(REC_COSMOPARAMS *cosmo, double z) { + double a; + + a = 1./(1.+z); + /* conversion from d tau/ da in Mpc to H(z) in 1/s */ + return 1./(a*a)/exported_dtauda(&a) /3.085678e22 * 2.99792458e8; +} + +HYREC_DATA rec_data; +double logstart, dlna; +long int Nz; +int firstTime=0; + +void hyrec_init() { + /* Allocate spaces for hyrec data */ + double zmax = 8000.; + double zmin = 0.; + char *buffer = (char *) malloc (4096); + getcwd (buffer, 4096); + chdir(HYRECPATH); + rec_data.path_to_hyrec = ""; + hyrec_allocate(&rec_data, zmax, zmin); + chdir(buffer); + free(buffer); +} + +void rec_build_history_camb_(const double* OmegaC, const double* OmegaB, const double* h0inp, const double* tcmb, + const double* yp, const double* num_nu, double *xe, double *Tm, long int* nz) { + + double zmax = 8000.; + double zmin = 0.; + double h = *h0inp/100.; + double h2 = h*h; + char sub_message[SIZE_ErrorM]; + + /* To load tables only once */ + if (firstTime==0){ + hyrec_init(); + logstart = -log(1.+zmax); + Nz = rec_data.Nz; + firstTime =1; + } + + if (*nz != Nz) { + rec_data.error = 1; + sprintf(sub_message, " called from rec_build_history_camb_\n"); + strcat(sub_message, " Wrong number of redshifts is given from CAMB\n"); + strcat(sub_message, " For the default SWIFT model, Nz should be 2248 in hyrec.f90\n"); + strcat(sub_message, " For the rest of models in HYREC-2, Nz should be 105859 in hyrec.f90\n"); + strcat(sub_message, " Check the line 18 of history.h and line 22 of hyrec.f90\n"); + strcat(rec_data.error_message, sub_message); + printf("\n%s\n",rec_data.error_message); + hyrec_free(&rec_data); + exit(1); + } + + /* Defining HYREC-2 parameters from CAMB */ + /* Note that there are some parameters which don't have to be defined here + since Hubble rate is directly given from CAMB: orh2, okh2, odeh2, onuh2, w0, wa. */ + rec_data.cosmo->h = h; + rec_data.cosmo->T0 = *tcmb; + rec_data.cosmo->obh2 = *OmegaB * h2; + rec_data.cosmo->ocbh2 = (*OmegaB + *OmegaC) * h2; + rec_data.cosmo->YHe = *yp; + rec_data.cosmo->Neff = *num_nu; /* effective number of neutrino species */ + rec_data.cosmo->fsR = rec_data.cosmo->meR = 1.; /* Default: today's values */ + rec_data.cosmo->nH0 = 11.223846333047e-6*rec_data.cosmo->obh2*(1.-rec_data.cosmo->YHe); // number density of hudrogen today in cm-3 + rec_data.cosmo->fHe = rec_data.cosmo->YHe/(1.-rec_data.cosmo->YHe)/3.97153; // abundance of helium by number + if (MODEL == SWIFT) rec_data.cosmo->dlna = DLNA_SWIFT; + else rec_data.cosmo->dlna = DLNA_HYREC; + dlna = rec_data.cosmo->dlna; + + /* It seems there are no parameters related to DM annihilation in CAMB + So, following parameters (inj_params) are meaningless here */ + rec_data.cosmo->inj_params->pann = 0.; + rec_data.cosmo->inj_params->pann_halo = 0.; + rec_data.cosmo->inj_params->ann_z = 1.; + rec_data.cosmo->inj_params->ann_zmax = 1.; + rec_data.cosmo->inj_params->ann_zmin = 1.; + rec_data.cosmo->inj_params->ann_var = 1.; + rec_data.cosmo->inj_params->ann_z_halo = 1.; + rec_data.cosmo->inj_params->on_the_spot = 1; + rec_data.cosmo->inj_params->decay = 0.; + + /* Primodial black hole parameters */ + rec_data.cosmo->inj_params->Mpbh = 1.; + rec_data.cosmo->inj_params->fpbh = 0.; + + rec_data.cosmo->inj_params->odmh2 = *OmegaC * h2; + + /* This is a flag to use Hubble rate defined history.c + This flag is for the HYREC-2 implementation in CLASS */ + double Hubble_flag[1]; + Hubble_flag[0] = -1.; + + rec_data.xe_output = xe; rec_data.Tm_output = Tm; + + rec_build_history(&rec_data, MODEL, Hubble_flag); + if (rec_data.error == 1) { + printf("\n%s\n",rec_data.error_message); + exit(1); + } +} + + +double hyrec_xe_(double* a, double *xe){ + double loga = log(*a); + int error; /* error and error_message are meaningless here */ + char *error_message; + error_message = malloc(SIZE_ErrorM); + if (loga < logstart) return xe[0]; + return rec_interp1d(logstart, dlna, xe, Nz, loga, &error, error_message); +} + +double hyrec_tm_(double* a, double *tm){ + double loga = log(*a); + int error; /* error and error_message are meaningless here */ + char *error_message; + if (loga < logstart) return tm[0]; + return rec_interp1d(logstart, dlna, tm, Nz, loga, &error, error_message); +} + +#else + +/* Hyrec Hubble expansion rate. */ + +double rec_HubbleRate(REC_COSMOPARAMS *cosmo, double z) { + double a = 1./(1.+z), y, Tnu0; + int i; + cosmo->onuh2 = 0; + Tnu0 = cosmo->T0 * pow(4./11.,1./3.) ; + if (cosmo->Nmnu == 0) cosmo->onuh2 = 0; + else{ + /* Massive neutrino energy density using fitting function */ + for (i=0;iNmnu;i++) { + y = cosmo->mnu[i]/kBoltz/(Tnu0/a); + cosmo->onuh2 = cosmo->onuh2 + (1.+0.317322*0.0457584*pow(y,3.47446+1.) + + 2.05298*0.0457584*pow(y,3.47446-1.))/(1.+0.0457584*pow(y,3.47446))*(3.45e-8*Tnu0*Tnu0*Tnu0*Tnu0)*5.6822*2; + } + } + + /* Total density parameter, including curvature */ + double rho = cosmo->ocbh2 /a/a/a /* Matter (baryon + CDM) */ + + cosmo->okh2 /a/a /* Curvature */ + + cosmo->odeh2 * pow(1./a, 3*(1+cosmo->w0)) * exp(3*cosmo->wa* (log(1./a)-1.+a)) /* Dark energy */ + + cosmo->orh2 /a/a/a/a /* Radiation (photons + massless neutrinos) */ + + cosmo->onuh2 /a/a/a/a; /* Massive neutrinos */ + /* Conversion to Hubble rate in sec-1 */ + + return( 3.2407792896393e-18 * sqrt(rho) ); +} + +#endif + +/************************************************************************************************* +Cosmological parameters Input/Output +*************************************************************************************************/ + +void rec_get_cosmoparam(FILE *fin, FILE *fout, REC_COSMOPARAMS *param) { + double Omega_b, Omega_cb, Omega_k, y, Tnu0; + int i; + if (fout!=NULL) fprintf(fout, "Enter Hubble parameter (h) : \n"); + if(fscanf(fin, "%lg", &(param->h))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'h'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "Enter CMB temperature today [Kelvin]: \n"); + if(fscanf(fin, "%lg", &(param->T0))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'CMB temperature today [Kelvin]'\n");exit(1);}; + + if (fout!=NULL) fprintf(fout, "Enter baryon density, Omega_b: \n"); + if(fscanf(fin, "%lg", &(Omega_b))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'Omega_b'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "Enter matter (CDM+baryons) density, Omega_cb: \n"); + if(fscanf(fin, "%lg", &(Omega_cb))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'Omega_cb'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "Enter curvature, Omega_k: \n"); + if(fscanf(fin, "%lg", &(Omega_k))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'Omega_k'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "Enter dark energy equation of state parameters, w wa: "); + if(fscanf(fin, "%lg %lg", &(param->w0), &(param->wa))!=2){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameters 'w wa'\n");exit(1);}; + + if (fout!=NULL) fprintf(fout, "Enter number of massive neutrino species, Nmnu: \n"); + if(fscanf(fin, "%lg", &(param->Nmnu))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'Nmnu'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "Enter mass of neutrino1, mnu: \n"); + if(fscanf(fin, "%lg", &(param->mnu[0]))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'mnu1'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "Enter mass of neutrino2, mnu: \n"); + if(fscanf(fin, "%lg", &(param->mnu[1]))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'mnu2'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "Enter mass of neutrino3, mnu: \n"); + if(fscanf(fin, "%lg", &(param->mnu[2]))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'mnu3'\n");exit(1);}; + + if (fout!=NULL) fprintf(fout, "Enter primordial helium mass fraction, Y: \n"); + if(fscanf(fin, "%lg", &(param->YHe))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'Y'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "Enter total effective number of neutrino species, N_eff: \n"); + if(fscanf(fin, "%lg", &(param->Neff))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'N_eff'\n");exit(1);}; + + if (fout!=NULL) fprintf(fout, "ratio of fine structure constant at recombination to today's value, fsR: \n"); + if(fscanf(fin, "%lg", &(param->fsR))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'fsR'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "ratio of electron mass at recombination to today's value, meR: \n"); + if(fscanf(fin, "%lg", &(param->meR))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'meR'\n");exit(1);}; + + param->Nur = param->Neff - param->Nmnu; + param->orh2 = 4.48162687719e-7 *param->T0*param->T0*param->T0*param->T0 *(1. + 0.227107317660239 *param->Nur); + param->ocbh2 = Omega_cb *param->h*param->h; + param->obh2 = Omega_b *param->h*param->h; + param->okh2 = Omega_k *param->h*param->h; + + Tnu0 = param->T0 * pow(4./11.,1./3.); + param->onuh2 = 0.; + if (param->Nmnu != 0){ + for (i=0;iNmnu;i++){ + y = param->mnu[i]/kBoltz/Tnu0; + param->onuh2 = param->onuh2 + (1.+0.317322*0.0457584*pow(y,3.47446+1.) + + 2.05298*0.0457584*pow(y,3.47446-1.))/(1.+0.0457584*pow(y,3.47446))*(3.450e-8 *Tnu0*Tnu0*Tnu0*Tnu0)*5.6822*2; + } + } + + param->odeh2 = (1. -Omega_cb -Omega_k - param->orh2/param->h/param->h- param->onuh2/param->h/param->h)*param->h*param->h; + param->nH0 = 11.223846333047e-6*param->obh2*(1.-param->YHe); // number density of hudrogen today in cm-3 + param->fHe = param->YHe/(1-param->YHe)/3.97153; // abundance of helium by number + + if (fout!=NULL) fprintf(fout, "dark matter annihilation parameter, in cm^3/s/GeV, pann: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->pann))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'pann'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "pann_halo: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->pann_halo))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'pann_halo'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "ann_z: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->ann_z))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'ann_z'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "ann_zmax: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->ann_zmax))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'ann_zmax'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "ann_zmin: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->ann_zmin))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'ann_zmin'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "ann_var: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->ann_var))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'ann_var'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "ann_z_halo: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->ann_z_halo))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'ann_z_halo'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "on_the_spot: \n"); + if(fscanf(fin, "%d", &(param->inj_params->on_the_spot))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'on_the_spot'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "decay: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->decay))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'decay'\n");exit(1);}; + + if (fout!=NULL) fprintf(fout, "Mpbh: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->Mpbh))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'Mpbh'\n");exit(1);}; + if (fout!=NULL) fprintf(fout, "fpbh: \n"); + if(fscanf(fin, "%lg", &(param->inj_params->fpbh))!=1){if (fout!=NULL) fprintf(fout, "Error in rec_get_cosmoparam when reading parameter 'fpbh'\n");exit(1);}; + + param->inj_params->odmh2 = param->ocbh2 - param->obh2; + + if (MODEL == SWIFT) param->dlna = DLNA_SWIFT; + else param->dlna = DLNA_HYREC; + + if (fout!=NULL) fprintf(fout, "\n"); +} + + + +/***************************************************************************************** +Matter temperature -- 1st order steady state, from Hirata 2008. +The input and output temperatures are in KELVIN. +Added December 2014: possibility for additional energy deposition dEdtdV in eV/s/cm^3. +******************************************************************************************/ + +double rec_Tmss(double z, double xe, REC_COSMOPARAMS *cosmo, double dEdtdV, double H) { + + double fsR = cosmo->fsR; + double meR = cosmo->meR; + double Tr = cosmo->T0 *(1.+z); + double nH = cosmo->nH0 *cube(1.+z); + + /* Coefficient = 8 sigma_T a_r / (3 m_e c) */ + /* Here Tr, Tm are the actual (not rescaled) temperatures */ + double coeff = fsR*fsR/meR/meR/meR*4.91466895548409e-22*Tr*Tr*Tr*Tr*xe/(1.+xe+cosmo->fHe)/H; + double Tm = Tr/(1.+1./coeff) + + (1.+2.*xe)/3.*dEdtdV/kBoltz /(1.5 *nH*(1.+xe+cosmo->fHe))/H /(1.+coeff); + + return Tm; +} + +/****************************************************************************************** +Matter temperature evolution derivative. Input and output temperatures are in KELVIN. +Added May 2012: when Tm = Tr, return -Tr (needed by CLASS) +Corrected June 2016: in the presence of heating, Tm can cross Tr, so added a criterion +for returning -Tr when quasi-steady state. Note: this is not very "clean", there should +be some flag for quasi-steady-state, will eventually fix. +Added December 2014: possibility of additional energy deposition dEdtdV in eV/s/cm^3. +******************************************************************************************/ + +double rec_dTmdlna(double z, double xe, double Tm, REC_COSMOPARAMS *cosmo, double dEdtdV, double H) { + double fsR = cosmo->fsR; + double meR = cosmo->meR; + double Tr = cosmo->T0 *(1.+z); + double nH = cosmo->nH0 *cube(1.+z); + return ( (Tr/Tm-1.<1e-10 && Tr > 3000.) ? -Tr : + -2.*Tm + fsR*fsR/meR/meR/meR*4.91466895548409e-22*Tr*Tr*Tr*Tr*xe/(1.+xe+cosmo->fHe)*(Tr-Tm)/H + + (1.+2.*xe)/3. *dEdtdV /kBoltz /(1.5 *nH*(1.+xe+cosmo->fHe))/H); + /* Coefficient = 8 sigma_T a_r / (3 m_e c) */ + /* Here Tr, Tm are the actual (not rescaled) temperatures */ +} + +double Tm_implicit(double z, double xe, double Tm, REC_COSMOPARAMS *cosmo, double dEdtdV, double H, double DLNA) { + double fsR = cosmo->fsR; + double meR = cosmo->meR; + double Tr = cosmo->T0 *(1.+z); + double nH = cosmo->nH0 *cube(1.+z); + double gamma = fsR*fsR/meR/meR/meR*4.91466895548409e-22*Tr*Tr*Tr*Tr*xe/(1.+xe+cosmo->fHe)/H; + return (Tm + DLNA*(gamma*Tr + (1.+2.*xe)/3. *dEdtdV /kBoltz /(1.5 *nH*(1.+xe+cosmo->fHe))/H) )/ ( 1.+(2.+gamma)*DLNA ); +} + + +/************************************************************************ +Explicit integrator. +Inputs: deriv: derivative at current time step + deriv_prev: derivatives at two previous timesteps + (deriv_prev[0] = previous time, deriv_prev[1] = 2 timesteps ago) +Output: change in x per dt +*************************************************************************/ +double hyrec_integrator(double deriv, double deriv_prev[2], double z) { + double result; + + if (MODEL == FULL) result = 1.25 * deriv - 0.25 *deriv_prev[1]; + else result = 23./12.*deriv -16./12. * deriv_prev[0] + 5./12. *deriv_prev[1]; + + // update derivatives + deriv_prev[1] = deriv_prev[0]; + deriv_prev[0] = deriv; + + return result; +} + +/********************************************************************************************** +Second-order explicit integrator for HeII abundance during HeII->HeI recombination. +Assumes hydrogen ionization is in Saha equilibrium (free electrons being provided by both H and He). +If xHeII is close enough to Saha equilibrium do a post-Saha expansion. +dxHeIIdlna_prev[0] = derivative at previous timestep +dxHeIIdlna_prev[1] = derivative 2 timesteps prior +z = input z +H = Hubble parameter(z) +***********************************************************************************************/ + +void rec_get_xe_next1_He(HYREC_DATA *data, double z_in, double *xHeII, double dxHeIIdlna_prev[2], + double *hubble_array, int flag) { + + REC_COSMOPARAMS *cosmo = data->cosmo; + double Nz = data->Nz, dz = data->zmax/Nz; + int *error = &data->error; + + double xH1, xH1_p, xH1_m, xHeIISaha, dxHeIISaha_dlna, DdxHeIIdlna_Dxe, dxHeIIdlna, z_out, Dxe, DLNA; + char sub_message[SIZE_ErrorM]; + double H; + if (flag==10) DLNA = cosmo->dlna; + else DLNA = cosmo->dlna/10.; + + if (hubble_array[0]==-1.) H = rec_HubbleRate(cosmo, z_in); + else H = rec_interp1d(.0, dz, hubble_array, Nz, z_in, error, sub_message); + + xH1 = rec_saha_xH1s(cosmo, z_in, *xHeII); + dxHeIIdlna = rec_helium_dxHeIIdlna(data, z_in, xH1, *xHeII, H); + /* Post-Saha approximation during the early phase of HeII->HeI recombination */ + if (data->quasi_eq == 1) { + z_out = (1.+z_in)*exp(-DLNA)-1.; + xHeIISaha = rec_saha_xHeII(cosmo, z_out); + + dxHeIISaha_dlna = (1.+z_out)*(rec_saha_xHeII(cosmo, z_out-0.5) + -rec_saha_xHeII(cosmo, z_out+0.5)); + + Dxe = 0.01*(cosmo->fHe - xHeIISaha); + xH1_p = rec_saha_xH1s(cosmo, z_out, xHeIISaha+Dxe); + xH1_m = rec_saha_xH1s(cosmo, z_out, xHeIISaha-Dxe); + + if (hubble_array[0]==-1.) H = rec_HubbleRate(cosmo, z_out); + else H = rec_interp1d(.0, dz, hubble_array, Nz, z_out, error, sub_message); + + DdxHeIIdlna_Dxe = (rec_helium_dxHeIIdlna(data, z_out, xH1_p, xHeIISaha+Dxe, H) + -rec_helium_dxHeIIdlna(data, z_out, xH1_m, xHeIISaha-Dxe, H))/2./Dxe; + + *xHeII = xHeIISaha + dxHeIISaha_dlna/DdxHeIIdlna_Dxe; + /* Check that the post-Saha approximation is still valid. If not, switch it off for future iterations */ + if (fabs(*xHeII - xHeIISaha) > DXHEII_MAX) data->quasi_eq = 0; + } + + /* Otherwise integrate ODE */ + else *xHeII += DLNA * hyrec_integrator(dxHeIIdlna, dxHeIIdlna_prev,z_in); + + if (*error == 1) { + sprintf(sub_message, " called from rec_get_xe_next1_He at z = %f\n", z_in); + strcat(data->error_message, sub_message); + } +} + + +/*************************************************************************************************** +Quasi-equilibrium solution for the hydrogen neutral density at z +Used at early stages when the system is stiff. After that switch to explicit second-order solver. +input: xH1 at previous time step +output: xH1 at z. +iz_rad is the index for the radiation field at z +***************************************************************************************************/ + +void rec_xH1_stiff(HYREC_DATA *data, int model, double z, double xHeII, double *xH1, unsigned iz_rad, double H){ + + REC_COSMOPARAMS *cosmo = data->cosmo; + int *error = &data->error; + + double ainv, xH1sSaha, xHIISaha, dxH1sSaha_dlna, dxH1sdlna_Saha, DdxH1sdlna_DxH1s, T, nH, Dxe; + int model_stiff; // To use EMLA2p2s model for PostSaha in FULL and SWIFT mode + char sub_message[SIZE_ErrorM]; + + // Set model for rec_xH1_stiff. FULL mode uses EMLA2s2p for stiff. + // SWIFT mode uses EMLA2s2p for stiff when z is not in the range of redshifts for SWIFT fitting function. + + T = kBoltz*cosmo->T0 * (ainv=1.+z); + + if (model == FULL) { + model_stiff = EMLA2s2p; + } + else{ + model_stiff = model; + if (model == SWIFT){ + if (T/kBoltz/cosmo->fsR/cosmo->fsR/cosmo->meR > data->fit->swift_func[0][DKK_SIZE-1] ) model_stiff = EMLA2s2p; + } + } + + nH = cosmo->nH0 *cube(1.+z); + xH1sSaha = rec_saha_xH1s(cosmo, z, xHeII); + xHIISaha = 1.-xH1sSaha; + + dxH1sSaha_dlna = (1.+z)*(rec_saha_xH1s(cosmo, z-0.5, xHeII) + -rec_saha_xH1s(cosmo, z+0.5, xHeII)); + /* (partial xHII)/(partial lna). Use xH1s = 1-xHII for better accuracy. */ + if (xHeII != 0.) { + dxH1sSaha_dlna = (1.+z)*(rec_saha_xH1s(cosmo, z-0.5, xHeII) + -rec_saha_xH1s(cosmo, z+0.5, xHeII)); + Dxe = 0.01*(cosmo->fHe - xHeII); + dxH1sSaha_dlna += (rec_saha_xH1s(cosmo, z, xHeII+Dxe) + -rec_saha_xH1s(cosmo, z, xHeII-Dxe))/2./Dxe + *rec_helium_dxHeIIdlna(data, z, xH1sSaha, xHeII, H); + /* (partial xHII)/(partial xHeII).dxHeII/dlna */ + } + + dxH1sdlna_Saha = -rec_dxHIIdlna(data, model_stiff, xHIISaha + xHeII, xHIISaha, nH, H, T, T, iz_rad, z); + Dxe = 0.01*xH1sSaha; + DdxH1sdlna_DxH1s = (rec_dxHIIdlna(data, model_stiff, xHIISaha+Dxe + xHeII, xHIISaha+Dxe, nH, H, T, T, iz_rad, z) + -rec_dxHIIdlna(data, model_stiff, xHIISaha-Dxe + xHeII, xHIISaha-Dxe, nH, H, T, T, iz_rad, z))/2./Dxe; + *xH1 = xH1sSaha + (dxH1sSaha_dlna - dxH1sdlna_Saha)/DdxH1sdlna_DxH1s; + + + if (fabs(*xH1 - xH1sSaha) > DXHII_MAX) data->quasi_eq = 0; + //if (z<1700.) *stiff = 0; /* Used when calculating the correction function for SWIFT mode. */ + + /* Update photon population when MODEL = FULL */ + if (model == FULL) rec_dxHIIdlna(data, model, xHeII + 1.-*xH1, 1.-*xH1, nH, H, T, T, iz_rad, z); + + if (*xH1 < 0. || *xH1 != *xH1) { + sprintf(sub_message, "xH1 < 0 in rec_xH1_stiff: at z = %f, xH1 = %E\n", z, *xH1); + strcat(data->error_message, sub_message); + *error = 1; + } + + if (*error == 1) { + sprintf(sub_message, " called from rec_xH1_stiff at z = %f\n", z); + strcat(data->error_message, sub_message); + return; + } + return; +} + + + +/***************************************************************************************************** +Second-order integrator (unless stiff system) used to evolve simultaneously HI and HeII. +When hydrogen is close to Saha equilibrium but there is still a significant amount of HeII, +use a post-Saha expansion for hydrogen. The other way around is not treated (simply integrate H and He until +there is almost no HeII left, then integrate H only) +******************************************************************************************************/ + +void get_rec_next2_HHe(HYREC_DATA *data, int model, double z_in, long iz, double *xH1, double *xHeII, + double dxHIIdlna_prev[2], double dxHeIIdlna_prev[2], double H) { + + REC_COSMOPARAMS *cosmo = data->cosmo; + int *error = &data->error; + double Tm = data->Tm_output[iz-1]; + long iz_rad = iz-1-data->rad->iz_rad_0; + + double dxHeIIdlna, dxHIIdlna=0., z_out, xe; + double nH, TR, DLNA; + char sub_message[SIZE_ErrorM]; + DLNA = cosmo->dlna; + xe = *xHeII + 1.- (*xH1); + nH = cosmo->nH0 *cube(1.+z_in); + TR = kBoltz * cosmo->T0 *(1.+z_in); + /* Evolve HeII by solving ODE */ + dxHeIIdlna = rec_helium_dxHeIIdlna(data, z_in, *xH1, *xHeII, H); + *xHeII += DLNA * hyrec_integrator(dxHeIIdlna, dxHeIIdlna_prev, z_in); + + /* Compute dxHII/dlna. This also correctly updates the radiation field at z_in, + which is required even when using the stiff approximation */ + + /* If system is stiff use the quasi-equilibrium solution */ + if(data->quasi_eq == 1){ + z_out = (1.+z_in)*exp(-DLNA)-1.; + rec_xH1_stiff(data, model, z_out, *xHeII, xH1, iz_rad+1, H); + hyrec_integrator(dxHIIdlna, dxHIIdlna_prev, z_in); + } + + /* Otherwise use second-order explicit solver */ + else { + dxHIIdlna = rec_dxHIIdlna(data, model, xe, 1.-(*xH1), nH, H, kBoltz*Tm, TR, iz_rad, z_in); + *xH1 -= DLNA * hyrec_integrator(dxHIIdlna, dxHIIdlna_prev, z_in); + } + + /* Checking for errors */ + if (*xH1 < 0. || *xH1 > 1. || *xH1 != *xH1) { + sprintf(sub_message, "xH1 < 0 or xH1 > 1 in get_rec_next2_HHe: at z = %f, xH1 = %E\n", z_out, *xH1); + strcat(data->error_message, sub_message); + *error = 1; + } + if (*error == 1) { + sprintf(sub_message, " called from get_rec_next2_HHe at z = %f\n", z_out); + strcat(data->error_message, sub_message); + return; + } +} + +/********************************************************************************************************* +Second-order integrator (unless stiff system) to evolve hydrogen only, assuming helium has entirely recombined. +Tm is given as an input (to avoid computing it twice) and fixed to quasi-equilibrium value with Tr. +Input : xe [at z_in] +Output: xe [at next timestep] +**********************************************************************************************************/ + +void rec_get_xe_next1_H(HYREC_DATA *data, int model, double z_in, long iz, double xe_in, double Tm_in, + double *xe_out, double *Tm_out, double dxedlna_prev[2], double H, int flag) { + + REC_COSMOPARAMS *cosmo = data->cosmo; + int *error = &data->error; + long iz_rad = iz-1-data->rad->iz_rad_0; + + double dxedlna, z_out; + double nH, TR, xH1, dEdtdV, DLNA; + char sub_message[SIZE_ErrorM]; + if (flag==10) DLNA = cosmo->dlna; + else DLNA = cosmo->dlna/10.; + + z_out = (1.+z_in)*exp(-DLNA)-1.; + nH = cosmo->nH0 *cube(1.+z_in); + TR = kBoltz *cosmo->T0 *(1.+z_in); + + dEdtdV = cosmo->inj_params->ion*3*nH*EI / (1-xe_in); + /* Compute dxHII/dlna. This also correctly updates the radiation field at z_in, + which is required even when using the stiff approximation */ + + /* If system is stiff use the quasi-equilibrium solution */ + if (data->quasi_eq == 1) { + xH1 = 1.-xe_in; + rec_xH1_stiff(data, model, z_out, 0, &xH1, iz_rad+1, H); + *xe_out = 1.-xH1; + dxedlna_prev[1] = dxedlna_prev[0]; + dxedlna_prev[0] = (*xe_out-xe_in)/DLNA; + } + /* Otherwise use second-order explicit solver */ + else { + dxedlna = rec_dxHIIdlna(data, model, xe_in, xe_in, nH, H, kBoltz*Tm_in, TR, iz_rad, z_in); + *xe_out = xe_in + DLNA * hyrec_integrator(dxedlna, dxedlna_prev, z_in); + } + + /* Quasi-steady state solution for Tm */ + *Tm_out = rec_Tmss(z_out, *xe_out, cosmo, dEdtdV, H); + + // Test that the outcome is sensible + if (*xe_out > 1. || *xe_out < 0. || *xe_out != *xe_out) { + sprintf(sub_message, "xe > 1 or xe < 0 in get_rec_next1_H at z = %E, xe = %E\n", z_out, *xe_out); + strcat(data->error_message, sub_message); + *error = 1; + } + if (*error == 1) { + sprintf(sub_message, " called from get_rec_next1_H at z = %f\n", z_out); + strcat(data->error_message, sub_message); + return; + } +} + + +/********************************************************************************************** +Second-order integrator for evolving xe and Tm simultaneously +Used for Hydrogen recombination only +May 2012: added a switch so Peebles model can be used at low redshift. +September 2016: added dEdtdV_dep, the *deposited* energy +(as opposed to dE_dtdV which is the instantaenously injected energy) +July 2020: added implicit integration method +***********************************************************************************************/ + +void rec_get_xe_next2_HTm(HYREC_DATA *data, int model, double z_in, long iz, double dxedlna_prev[2], + double dTmdlna_prev[2], double H, double z_out, double H_next) { + + REC_COSMOPARAMS *cosmo = data->cosmo; + double xe_in = data->xe_output[iz-1]; + double Tm_in = data->Tm_output[iz-1]; + int *error = &data->error; + long iz_rad = iz-1-data->rad->iz_rad_0; + + double dxedlna, dTmdlna, nH, TR, dEdtdV, DLNA; + char sub_message[SIZE_ErrorM]; + DLNA = cosmo->dlna; + + nH = cosmo->nH0 *cube(1.+z_in); + TR = kBoltz *cosmo->T0 *(1.+z_in); + dEdtdV = cosmo->inj_params->ion*3*nH*EI / (1-xe_in); + /*For low redshifts (z < 20 or so) use Peeble's model. + The precise model does not metter much here as + 1) the free electron fraction is basically zero (~1e-4) in any case and + 2) the universe is going to be reionized around that epoch */ + + if (TR/cosmo->fsR/cosmo->fsR/cosmo->meR <= TR_MIN + || kBoltz*Tm_in/TR <= T_RATIO_MIN) model = PEEBLES; + dxedlna = rec_dxHIIdlna(data, model, xe_in, xe_in, nH, H, kBoltz*Tm_in, TR, iz_rad, z_in); + + dTmdlna = rec_dTmdlna(z_in, xe_in, Tm_in, cosmo, dEdtdV, H); + + data->Tm_evolve_implicit = 1; + if (fabs(1-dTmdlna_prev[0]/dTmdlna)Tm_evolve_implicit = 0; + if (data->Tm_evolve_implicit == 1){ + dTmdlna_prev[0] = dTmdlna; + dTmdlna_prev[1] = dTmdlna_prev[0]; + data->xe_output[iz] = xe_in + DLNA *hyrec_integrator(dxedlna, dxedlna_prev, z_in); + data->Tm_output[iz] = Tm_implicit(z_out, data->xe_output[iz], Tm_in, cosmo, dEdtdV, H_next, DLNA); + } + else { + data->xe_output[iz] = xe_in + DLNA *hyrec_integrator(dxedlna, dxedlna_prev, z_in); + data->Tm_output[iz] = Tm_in + DLNA *hyrec_integrator(dTmdlna, dTmdlna_prev, z_in); + } + + if (*error == 1) { + sprintf(sub_message, " called from rec_get_xe_next2_HTm at z = %f\n", z_in); + strcat(data->error_message, sub_message); + return; + } +} + + +/**************************************************************************************************** +Builds a recombination history with a given model +(model = PEEBLES, RECFAST, EMLA2s2p, FULL, or SWIFT) +Added May 2012: The radiation field was added as an input so it can be extracted if desired +Replaced condition iz < param->nz by equivalent z >= 0 (so param.nz not needed anymore) +Added September 2016: follow the deposited energy dEdtdV_dep +Added July 2020: Implicit integration for Tm + Adopting a smaller time step when diff.eq is stiff in SWIFT mode +****************************************************************************************************/ + +char* rec_build_history(HYREC_DATA *data, int model, double *hubble_array){ + + REC_COSMOPARAMS *cosmo = data->cosmo; + int *error = &data->error; + + double *xe_output = data->xe_output, *Tm_output = data->Tm_output; + int Nz = data->Nz; + double zstart = data->zmax, zend = data->zmin; + long iz; + double dxHIIdlna_prev[2], dTmdlna_prev[2], dxHeIIdlna_prev[2]; + double dxHIIdlna_prev_sub[2], dxHeIIdlna_prev_sub[2], xHeII_prev[4]; + double z, dz, DLNA, Delta_xe, xHeII, xH1, dEdtdV_dep, nH, H; + double *ion = &cosmo->inj_params->ion; + double *exclya = &cosmo->inj_params->exclya; + double z_out=0., H_next; + int flag=10; + double xe_i, Tm_i; + + DLNA = cosmo->dlna; + dz = zstart/Nz; + // Index at which we start integrating Hydrogen recombination, and corresponding redshift + data->rad->iz_rad_0 = (long) floor(1 + log(kBoltz*cosmo->T0/square(cosmo->fsR)/cosmo->meR*(1.+zstart)/TR_MAX)/DLNA); + data->rad->z0 = (1.+zstart)*exp(-data->rad->iz_rad_0 * DLNA) - 1.; + + z = zstart; + /********* He III -> II Saha phase. Tm = Tr. Stop when xHeIII = 1e-8 *********/ + Delta_xe = cosmo->fHe; /* Delta_xe = xHeIII here */ + for(iz = 0; z >= 0. && Delta_xe > 1e-8; iz++) { + z = (1.+zstart)*exp(-cosmo->dlna*iz) - 1.; + xe_output[iz] = rec_xesaha_HeII_III(cosmo, z, &Delta_xe); + Tm_output[iz] = cosmo->T0 * (1.+z); + } + + /******** He II -> I recombination. + Hydrogen in Saha equilibrium. + Tm fixed to steady state. + Neglect any energy injection. + Integrate until TR is low enough that can start integrating hydrogen recombination + (this occurs at index izH0 computed in rec_get_cosmoparam). + Start with quasi-equilibrium approximation. + ********/ + + dxHeIIdlna_prev[1] = dxHeIIdlna_prev[0] = 0.; + + xHeII = rec_saha_xHeII(cosmo, z); + data->quasi_eq = 1; /* Start with post-saha expansion */ + + dxHeIIdlna_prev_sub[1] = dxHeIIdlna_prev[1]; + dxHeIIdlna_prev_sub[0] = dxHeIIdlna_prev[0]; + xHeII_prev[3] = xHeII; + xHeII_prev[2] = xHeII; + xHeII_prev[1] = xHeII; + xHeII_prev[0] = xHeII; + + data->loop_after_quasi=1; + for(; iz <= data->rad->iz_rad_0; iz++) { + + if (model == SWIFT && data->quasi_eq == 0 && data->loop_after_quasi == 1){ + xe_i = xe_output[iz-1]; Tm_i = Tm_output[iz-1]; + for (flag=0;flag<10;flag++) { + rec_get_xe_next1_He(data, z, &xHeII, dxHeIIdlna_prev_sub, hubble_array, flag); + z = (1.+zstart)*exp(-DLNA*(iz-1+(flag+1)/10.)) - 1.; + xH1 = rec_saha_xH1s(cosmo, z, xHeII); + xe_i = 1.-xH1 + xHeII; + + if (hubble_array[0]==-1.) H = rec_HubbleRate(cosmo, z); + else H = rec_interp1d(.0, dz, hubble_array, Nz, z, error, data->error_message); + Tm_i = rec_Tmss(z, xe_i, cosmo, 0., H); + } + xe_output[iz] = xe_i; Tm_output[iz] = Tm_i; + + xHeII_prev[3] = xHeII_prev[2]; + xHeII_prev[2] = xHeII_prev[1]; + xHeII_prev[1] = xHeII_prev[0]; + xHeII_prev[0] = xHeII; + dxHeIIdlna_prev[1] = (xHeII_prev[1] - xHeII_prev[3])/2./DLNA; + dxHeIIdlna_prev[0] = (xHeII_prev[0] - xHeII_prev[2])/2./DLNA; + + if (fabs(1-dxHeIIdlna_prev[1]/dxHeIIdlna_prev[0])loop_after_quasi = 0; + } + else{ + rec_get_xe_next1_He(data, z, &xHeII, dxHeIIdlna_prev, hubble_array, flag); + z = (1.+zstart)*exp(-DLNA*iz) - 1.; + xH1 = rec_saha_xH1s(cosmo, z, xHeII); + xe_output[iz] = 1.-xH1 + xHeII; + + if (hubble_array[0]==-1.) H = rec_HubbleRate(cosmo, z); + else H = rec_interp1d(.0, dz, hubble_array, Nz, z, error, data->error_message); + + Tm_output[iz] = rec_Tmss(z, xe_output[iz], cosmo, 0., H); + } + + if (*error == 1) return data->error_message; + } + + /******** H II -> I and He II -> I simultaneous recombination (rarely needed but just in case) + Tm fixed to steady state. + Integrate H and He simultaneously until xHeII < XHEII_MIN + Start with post-saha expansion for hydrogen + Now account for possible energy injection. + Solve for dEdtdV_dep simultaneously; + ********/ + + dxHIIdlna_prev[1] = (xe_output[iz-2] - xe_output[iz-4])/2./DLNA - dxHeIIdlna_prev[1]; + dxHIIdlna_prev[0] = (xe_output[iz-1] - xe_output[iz-3])/2./DLNA - dxHeIIdlna_prev[0]; + data->quasi_eq = 1; + + // Initialize energy *deposition* + dEdtdV_dep = 0.; + nH = cosmo->nH0*cube(1.+z); + + if (hubble_array[0]==-1.) H = rec_HubbleRate(cosmo, z); + else H = rec_interp1d(.0, dz, hubble_array, Nz, z, error, data->error_message); + + update_dEdtdV_dep(z, DLNA, xe_output[iz-1], Tm_output[iz-1], nH, H, cosmo->inj_params, &dEdtdV_dep); + *ion = dEdtdV_dep/3. /nH *xH1 /EI; + *exclya = *ion /0.75; + + for(; z >= 0. && xHeII > XHEII_MIN; iz++) { + + get_rec_next2_HHe(data, model, z, iz, &xH1, &xHeII, dxHIIdlna_prev, dxHeIIdlna_prev, H); + xe_output[iz] = 1.-xH1 + xHeII; + + z = (1.+zstart)*exp(-DLNA*iz) - 1.; + + if (hubble_array[0]==-1.) H = rec_HubbleRate(cosmo, z); + else H = rec_interp1d(.0, dz, hubble_array, Nz, z, error, data->error_message); + + nH = cosmo->nH0*cube(1.+z); + Tm_output[iz] = rec_Tmss(z, xe_output[iz], cosmo, dEdtdV_dep, H); + update_dEdtdV_dep(z, DLNA, xe_output[iz], Tm_output[iz], nH, H, cosmo->inj_params, &dEdtdV_dep); + *ion = dEdtdV_dep/3. /nH *xH1 /EI; + *exclya = *ion /0.75; + + if (*error == 1) return data->error_message; + } + + /******** H recombination. Helium assumed entirely neutral. + Tm fixed to steady-state until its relative difference from Tr is DLNT_MAX + ********/ + dxHIIdlna_prev_sub[1] = dxHIIdlna_prev[1]; + dxHIIdlna_prev_sub[0] = dxHIIdlna_prev[0]; + data->loop_after_quasi = 1; + for (; z >= 0. && fabs(1.-Tm_output[iz-1]/cosmo->T0/(1.+z)) < DLNT_MAX; iz++) { + + if (model == SWIFT && data->loop_after_quasi == 1){ + xe_i = xe_output[iz-1]; Tm_i = Tm_output[iz-1]; + for (flag=0;flag<10;flag++) { + rec_get_xe_next1_H(data, model, z, iz, xe_i, Tm_i, &xe_i, &Tm_i, dxHIIdlna_prev_sub, H, flag); + z = (1.+zstart)*exp(-DLNA*(iz-1+(flag+1)/10.)) - 1.; + nH = cosmo->nH0*cube(1.+z); + + if (hubble_array[0]==-1.) H = rec_HubbleRate(cosmo, z); + else H = rec_interp1d(.0, dz, hubble_array, Nz, z, error, data->error_message); + + update_dEdtdV_dep(z, DLNA/10., xe_i, Tm_i, nH, H, cosmo->inj_params, &dEdtdV_dep); + *ion = dEdtdV_dep/3. /nH *(1.-xe_i) /EI; + *exclya = *ion /0.75; + } + xe_output[iz] = xe_i; Tm_output[iz] = Tm_i; + dxHIIdlna_prev[1] = (xe_output[iz-1] - xe_output[iz-3])/2./DLNA; + dxHIIdlna_prev[0] = (xe_output[iz] - xe_output[iz-2])/2./DLNA; + + if (fabs(1-dxHIIdlna_prev[1]/dxHIIdlna_prev[0])loop_after_quasi=0; + } + + else{ + rec_get_xe_next1_H(data, model, z, iz, xe_output[iz-1], Tm_output[iz-1], xe_output+iz, Tm_output+iz, + dxHIIdlna_prev, H, flag); + if (data->quasi_eq == 1){ + dxHIIdlna_prev[1] = (xe_output[iz-2] - xe_output[iz-4])/2./DLNA; + dxHIIdlna_prev[0] = (xe_output[iz-1] - xe_output[iz-3])/2./DLNA; + } + z = (1.+zstart)*exp(-DLNA*iz) - 1.; + z_out = (1.+zstart)*exp(-DLNA*(iz+1)) - 1.; + nH = cosmo->nH0*cube(1.+z); + + if (hubble_array[0]==-1.) H = rec_HubbleRate(cosmo, z); + else H = rec_interp1d(.0, dz, hubble_array, Nz, z, error, data->error_message); + + update_dEdtdV_dep(z, DLNA, xe_output[iz], Tm_output[iz], nH, H, cosmo->inj_params, &dEdtdV_dep); + *ion = dEdtdV_dep/3. /nH *(1.-xe_output[iz]) /EI; + *exclya = *ion /0.75; + } + if (*error == 1) return data->error_message; + } + + /******** Evolve xe and Tm simultaneously until z = zend + Note that the radiative transfer calculation is switched off automatically in the functions + rec_get_xe_next1_H and rec_get_xe_next2_HTm when it is no longer relevant. + ********/ + + dTmdlna_prev[1] = (Tm_output[iz-2] - Tm_output[iz-4])/2./DLNA; + dTmdlna_prev[0] = (Tm_output[iz-1] - Tm_output[iz-3])/2./DLNA; + + if (hubble_array[0]==-1.) { + H = rec_HubbleRate(cosmo, z); + H_next = rec_HubbleRate(cosmo, z_out); + } + else { + H = rec_interp1d(.0, dz, hubble_array, Nz, z, error, data->error_message); + H_next = rec_interp1d(.0, dz, hubble_array, Nz, z_out, error, data->error_message); + } + + for(; z > zend; iz++) { + rec_get_xe_next2_HTm(data, model, z, iz, dxHIIdlna_prev, dTmdlna_prev, H, z_out, H_next); + z = (1.+zstart)*exp(-DLNA*iz) - 1.; + z_out = (1.+zstart)*exp(-DLNA*(iz+1)) - 1.; + if (z < zend) z=0.; + + if (hubble_array[0]==-1.) { + H = rec_HubbleRate(cosmo, z); + H_next = rec_HubbleRate(cosmo, z_out); + } + else { + H = rec_interp1d(.0, dz, hubble_array, Nz, z, error, data->error_message); + if (z_out > zend) H_next = rec_interp1d(.0, dz, hubble_array, Nz, z_out, error, data->error_message); + else H_next = H; + } + nH = cosmo->nH0*cube(1.+z); + update_dEdtdV_dep(z, DLNA, xe_output[iz], Tm_output[iz], nH, H, cosmo->inj_params, &dEdtdV_dep); + *ion = dEdtdV_dep/3. /nH *(1.-xe_output[iz]) /EI; + *exclya = *ion /0.75; + + if (*error == 1) return data->error_message; + } + return data->error_message; +} + + +/*********************************************************** +Function to allocate and initialize HYREC-2 internal tables +Note that path_to_hyrec in HYREC_DATA should be defined first +before calling hyrec_allocate(). +***********************************************************/ + +void hyrec_allocate(HYREC_DATA *data, double zmax, double zmin) { + double DLNA; + if (MODEL == SWIFT) DLNA = DLNA_SWIFT; + else DLNA = DLNA_HYREC; + + data->error = 0; + data->error_message=malloc(SIZE_ErrorM); + sprintf(data->error_message, "\n**** ERROR HAS OCCURRED in HYREC-2 ****\n"); + + data->zmax = (zmax > 3000.? zmax : 3000.); + data->zmin = zmin; + + data->atomic = (HYREC_ATOMIC *) malloc(sizeof(HYREC_ATOMIC)); + allocate_and_read_atomic(data->atomic, &data->error, data->path_to_hyrec, data->error_message); + + data->fit = (FIT_FUNC *) malloc(sizeof(FIT_FUNC)); + allocate_and_read_fit(data->fit, &data->error, data->path_to_hyrec, data->error_message); + + data->cosmo = (REC_COSMOPARAMS *) malloc(sizeof(REC_COSMOPARAMS)); + data->cosmo->inj_params = (INJ_PARAMS *) malloc(sizeof(INJ_PARAMS)); + + data->Nz = (long int) (log((1.+zmax)/(1.+zmin))/DLNA) + 2; + data->rad = (RADIATION *) malloc(sizeof(RADIATION)); + + // For now assume that radiation field never needed over more than 1 decade in redshift + // (typically from z ~ 1700 to 800 for recombination history) + // Will have to adapt for outputting radiation fields at lower z + if (MODEL == FULL) allocate_radiation(data->rad, (long int) (log(10.)/DLNA), &data->error, data->error_message); + + data->xe_output = create_1D_array(data->Nz, &data->error, data->error_message); + data->Tm_output = create_1D_array(data->Nz, &data->error, data->error_message); +} + + +void hyrec_free(HYREC_DATA *data) { + free_atomic(data->atomic); + free(data->cosmo->inj_params); + free(data->cosmo); + free(data->atomic); + free(data->xe_output); + free(data->Tm_output); + free(data->error_message); + if (MODEL == FULL) free_radiation(data->rad); + free(data->rad); + free_fit(data->fit); + free(data->fit); +} + +/****************************************************************** +Compute a recombination history given input cosmological parameters +********************************************************************/ + +void hyrec_compute(HYREC_DATA *data, int model){ + /* if Hubble_flag[0]=-1., HYREC-2 uses its own Hubble rate. + When HYREC-2 is included in CLASS, the Hubble rate should be given from CLASS. + In that case, rec_build_history() would be used directly not this function, hyrec_compute(). */ + double Hubble_flag[1]; + Hubble_flag[0] = -1.; + + rec_build_history(data, model, Hubble_flag); +} + +/***** + Once HYREC_DATA outputs are computed, obtain xe(z) and Tm(z) by interpolation +*****/ + +double hyrec_xe(double z, HYREC_DATA *data) { + if (z > data->zmax) return data->xe_output[0]; + if (z < data->zmin) { + fprintf(stderr, "\033[1m\033[31m error\033[22;30m in hyrec_xe: requesting x_e at z = %f ", z); + fprintf(stderr, "lower than zmin\n"); + exit(1); + } + double DLNA = data->cosmo->dlna; + return rec_interp1d(-log(1.+data->zmax), DLNA, data->xe_output, data->Nz, -log(1.+z), &data->error, data->error_message); +} + +double hyrec_Tm(double z, HYREC_DATA *data) { + if(z > data->zmax) return data->cosmo->T0*(1.+z); + if (z < data->zmin) { + fprintf(stderr, "\033[1m\033[31m error\033[22;30m in hyrec_Tm: requesting x_e at z = %f ", z); + fprintf(stderr, "lower than zmin\n"); + exit(1); + } + double DLNA = data->cosmo->dlna; + return rec_interp1d(-log(1.+data->zmax), DLNA, data->Tm_output, data->Nz, -log(1.+z), &data->error, data->error_message); +} diff --git a/external/HyRec2020/history.h b/external/HyRec2020/history.h new file mode 100644 index 00000000..a809dc32 --- /dev/null +++ b/external/HyRec2020/history.h @@ -0,0 +1,70 @@ +/*************************************************************************************************/ +/* HYREC-2: Hydrogen and Helium Recombination Code */ +/* Written by Yacine Ali-Haimoud and Chris Hirata (2010-17) */ +/* with contributions from Nanoom Lee (2020) */ +/* */ +/* history.h: functions for recombination history */ +/* */ +/*************************************************************************************************/ + +#ifndef __HISTORY__ +#define __HISTORY__ + +#include "hyrectools.h" +#include "hydrogen.h" + +#define HYREC_VERSION "2020" + +#define MODEL SWIFT /* SWIFT is the default model. Four more models can be used (PEEBLES, RECFAST, EMLA2s2p, FULL). */ + /* Each model is defined in hydrogen.h */ + +/* !!!!! Do NOT change any numbers below unless you know what's going on with each parameter exactly !!!!! */ + +#define SIZE_ErrorM 2048 + +#define DXHEII_MAX 1e-5 /* If xHeII - xHeII(Saha) < DXEHII_MAX, use post-Saha expansion for Helium.*/ +#define DXHEII_DIFF_MAX 5e-2 /* If |1-dxHeIIdlna_prev/dxHeIIdlna| > DXHEII_DIFF_MAX, do loop with 10 times smaller time step */ + +#define DXHII_MAX 3e-4 /* If xHII - xHII(Saha) < DXHII_MAX, use post-Saha expansion for Hydrogen. Switch to ODE integration after that. + IMPORTANT: do not set to a lower value unless using a smaller time-step */ +#define DXHII_DIFF_MAX 5e-2 /* If |1-dxHIIdlna_prev/dxHIIdlna| > DXHII_DIFF_MAX, do loop with 10 times smaller time step */ + +#define XHEII_MIN 1e-6 /* Stop considering Helium recombination once xHeII < XHEII_MIN */ +//#define XHEII_MIN 1e-10 /* Used when calculating correction function in SWIFT mode */ + +#define DLNT_MAX 5e-4 /* Use the steady-state approximation for Tm as long as 1-Tm/Tr < DLNT_MAX, then switch to ODE integration */ +#define DTM_DIFF_MAX 5e-2 /* If |1-dTmdlna_prev/dTmdlna| > DTM_DIFF_MAX, evole Tm with implicit method */ + +void rec_get_cosmoparam(FILE *fin, FILE *fout, REC_COSMOPARAMS *param); + +double rec_HubbleRate(REC_COSMOPARAMS *param, double z); + +double rec_Tmss(double z, double xe, REC_COSMOPARAMS *cosmo, double dEdtdV, double H); + +double rec_dTmdlna(double z, double xe, double Tm, REC_COSMOPARAMS *cosmo, double dEdtdV, double H); + +double Tm_implicit(double z, double xe, double Tm, REC_COSMOPARAMS *cosmo, double dEdtdV, double H, double DLNA); + +void rec_get_xe_next1_He(HYREC_DATA *data, double z_in, double *xHeII, double dxHeIIdlna_prev[2], + double *hubble_array, int flag); + +void rec_xH1_stiff(HYREC_DATA *data, int model, double z, double xHeII, double *xH1, unsigned iz_rad, double H); + +void get_rec_next2_HHe(HYREC_DATA *data, int model, double z_in, long iz, double *xH1, double *xHeII, + double dxHIIdlna_prev[2], double dxHeIIdlna_prev[2], double H); + +void rec_get_xe_next1_H(HYREC_DATA *data, int model, double z_in, long iz, double xe_in, double Tm_in, + double *xe_out, double *Tm_out, double dxedlna_prev[2], double H, int flag); + +void rec_get_xe_next2_HTm(HYREC_DATA *data, int model, double z_in, long iz, double dxedlna_prev[2], + double dTmdlna_prev[2], double H, double z_out, double H_next); + +char* rec_build_history(HYREC_DATA *data, int model, double *hubble_array); + +void hyrec_allocate(HYREC_DATA *data, double zmax, double zmin); +void hyrec_free(HYREC_DATA *data); +void hyrec_compute(HYREC_DATA *data, int model); +double hyrec_xe(double z, HYREC_DATA *data); +double hyrec_Tm(double z, HYREC_DATA *data); + +#endif diff --git a/external/HyRec2020/hydrogen.c b/external/HyRec2020/hydrogen.c new file mode 100644 index 00000000..233f174b --- /dev/null +++ b/external/HyRec2020/hydrogen.c @@ -0,0 +1,1095 @@ +/********************************************************************************************************/ +/* HYREC-2: Hydrogen and Helium Recombination Code */ +/* Written by Yacine Ali-Haimoud and Chris Hirata (C2010-17) */ +/* with contributions from Nanoom Lee (2020) */ +/* */ +/* hydrogen.c: all functions related to Hydrogen recombination */ +/* */ +/* Units used: cgs + eV (all temperatures in eV) */ +/* */ +/* Revision history: */ +/* - January 2020: - Added new mode, SWIFT */ +/* - December 2014: Added effect of non-standard energy injection */ +/* - May 2012: - Now solve for the photon distortion instead of absolute value */ +/* of radiation field (less prone to numerical errors) */ +/* - Improved the post-Saha expansion to properly account for */ +/* non-thermal distortions */ +/* - Added explicit dependence on fine-structure constant */ +/* (fsR = alpha/alpha0) and electron mass (meR = me/me0 ~ mue/mue0) */ +/* - Included dependence on xe and xHII in case HeII still present */ +/* - January 2011: - changed the post-Saha expansion to use the full derivative */ +/* (including two-photon processes and diffusion) rather than Peebles'ODE */ +/* - post-Saha expansion can now pass the difference from Saha value */ +/* to external routines */ +/* - differential 2s--1s rate is now systematically normalized to */ +/* total 2s--1s rate that can be set by user in hydrogen.h */ +/* - Written November 2010 */ +/********************************************************************************************************/ + + +#include +#include +#include +#include + +#include "hyrectools.h" +#include "hydrogen.h" + + +/*********************************************************************************************************** +Some constants appropriately rescaled for different values of the fine-structure constant and electron mass +***********************************************************************************************************/ + +double SAHA_FACT(double fsR, double meR) { + return 3.016103031869581e21 * cube(fsR*meR); /* (2 pi mu_e * EI/EI0)^(3/2)/h^3 in eV^(-3/2) cm^(-3), used for Saha equilibrium and detailed balance */ +} + +double LYA_FACT(double fsR, double meR) { + return 4.662899067555897e15 * cube(fsR*fsR*meR); /* 8pi/(3 lambda_Lya^3) in cm^(-3), used as prefactor for Lyman-alpha Sobolev escape probability */ +} + +double L2s_rescaled(double fsR, double meR) { /* Rescaled two-photon decay rate */ + return L2s1s * square(fsR*fsR*fsR*fsR) * meR; +} + +/***************************************************************************************************** +Temperature rescaling given fine-structure constant and electron mass, so we can use today's EI value +*****************************************************************************************************/ + +void rescale_T(double *T, double fsR, double meR) { + *T /= fsR*fsR*meR; +} + +/************************************************************************************************** +Case-B recombination coefficient and photoionization rate, fit of Pequignot et al 1991, in cm^3 s^{-1} +INPUT TEMPERATURE ASSUMED TO BE ALREADY RESCALED FOR VALUES OF alpha_fs and me +***************************************************************************************************/ + +double alphaB_PPB(double TM, double fsR, double meR) { + double t4; + + t4 = TM/kBoltz/1e4; + return square(fsR/meR) * 4.309e-13*pow(t4,-0.6166)/(1.+ 0.6703*pow(t4,0.5300)); +} + +/************************************************************************************************** +Effective three-level atom model with adjustable fudge factor. +Fudge = 1 is Peebles' model. Fudge = 1.14 is similar to RecFast (Seager et al. 1999, 2000). +Changes (May 2012): +- Correction: detailed balance implies that the photoionization rate is proportional to alpha_B(Tr) rather than alpha_B(Tm) +- Analytically subtract nearly-cancelling terms at high-z +- Explicit dependence on alpha_fs and m_e now accounted for +- Added explicit dependence on xHII, which is not necessarily equal to xe if Helium has not entirely recombined +December 2014: +- Added additional ionization and excitations due to additional energy injection. + dEdtdV is the rate of energy deposition rate per unit volume (in eV/s/cm^3) +***************************************************************************************************/ + +double rec_TLA_dxHIIdlna(REC_COSMOPARAMS *cosmo, double xe, double xHII, double nH, double H, double TM, double TR, double Fudge) { + + double RLya, alphaB_TM, alphaB_TR, four_betaB, C, s, Dxe2, DalphaB; + double fsR = cosmo->fsR, meR = cosmo->meR; + + rescale_T(&TM, fsR, meR); + rescale_T(&TR, fsR, meR); + + RLya = LYA_FACT(fsR, meR) * H / nH / (1.-xHII); + alphaB_TM = Fudge * alphaB_PPB(TM, fsR, meR); + alphaB_TR = Fudge * alphaB_PPB(TR, fsR, meR); + + four_betaB = SAHA_FACT(fsR, meR) *TR*sqrt(TR) *exp(-0.25*EI/TR) * alphaB_TR; + C = (3.*RLya + L2s_rescaled(fsR, meR))/(3.*RLya + L2s_rescaled(fsR, meR) + four_betaB); /* Peebles' C-factor */ + + s = SAHA_FACT(fsR, meR) *TR*sqrt(TR) *exp(-EI/TR)/nH; + Dxe2 = xe*xHII - s*(1.-xHII); /* xe xp - xe xp[Saha eq with 1s] -- gives more compact expressions */ + DalphaB = alphaB_TM - alphaB_TR; + + return -nH*(s*(1.-xHII)*DalphaB + Dxe2*alphaB_TM)*C/H + (cosmo->inj_params->ion + (1.-C)*cosmo->inj_params->exclya)/H; + +} + +/********************************************************************************************** +Allocates memory for the structure HYREC_ATOMIC, and reads and stores +effective-few-level rates and two-photon rates. +This function is a merger of two previous functions for effective rates and two-photon rates. +**********************************************************************************************/ + +void allocate_and_read_atomic(HYREC_ATOMIC *atomic, int *error, char *path_to_hyrec, char error_message[SIZE_ErrorM]){ + + /*********** Effective rates *************/ + + char *alpha_file, *rr_file, *twog_file; + char sub_message[128]; + alpha_file = malloc(SIZE_InputFile); + alpha_file[0] = 0; + strcat(alpha_file, path_to_hyrec); + strcat(alpha_file, ALPHA_FILE); + + FILE *fA = fopen(alpha_file, "r"); + if (fA == NULL) { + sprintf(sub_message, "in allocate_and_read_atomic: could not open file %s \n", alpha_file); + strcat(error_message, sub_message); + *error = 1; + return; + } + + rr_file = malloc(SIZE_InputFile); + rr_file[0] = 0; + strcat(rr_file, path_to_hyrec); + strcat(rr_file, RR_FILE); + + FILE *fR = fopen(rr_file, "r"); + if (fR == NULL) { + sprintf(sub_message, "in allocate_and_read_atomic: could not open file %s \n", rr_file); + strcat(error_message, sub_message); + *error = 1; + return; + } + + unsigned i, j, l; + + /* Allocate memory */ + atomic->logAlpha_tab[0] = create_2D_array(NTM, NTR, error, error_message); + atomic->logAlpha_tab[1] = create_2D_array(NTM, NTR, error, error_message); + atomic->logAlpha_tab[2] = create_2D_array(NTM, NTR, error, error_message); + atomic->logAlpha_tab[3] = create_2D_array(NTM, NTR, error, error_message); + + maketab(log(TR_MIN), log(TR_MAX), NTR, atomic->logTR_tab); + maketab(T_RATIO_MIN, T_RATIO_MAX, NTM, atomic->T_RATIO_tab); + atomic->DlogTR = atomic->logTR_tab[1] - atomic->logTR_tab[0]; + atomic->DT_RATIO = atomic->T_RATIO_tab[1] - atomic->T_RATIO_tab[0]; + + for (i = 0; i < NTR; i++) { + for (j = 0; j < NTM; j++) for (l = 0; l <= 3; l++) { + if( fscanf(fA, "%le", &(atomic->logAlpha_tab[l][j][i])) != 1){ + sprintf(sub_message, "in allocate_and_read_atomic: could not read file %s completely -- The file might be corrupted\n", alpha_file); + strcat(error_message, sub_message); + *error = 1; + return; + } + atomic->logAlpha_tab[l][j][i] = log(atomic->logAlpha_tab[l][j][i]); + } + if ( fscanf(fR, "%le", &(atomic->logR2p2s_tab[i])) != 1){ + sprintf(sub_message, "in allocate_and_read_atomic: could not read file %s completely -- The file might be corrupted\n", rr_file); + strcat(error_message, sub_message); + *error = 1; + return; + } + atomic->logR2p2s_tab[i] = log(atomic->logR2p2s_tab[i]); + } + fclose(fA); + fclose(fR); + + /************ Two-photon rates ************/ + + FILE *f2g; + unsigned b; + double L2s1s_current; + int fscanf_counter; + + twog_file = malloc(SIZE_InputFile); + twog_file[0] = 0; + strcat(twog_file, path_to_hyrec); + strcat(twog_file, TWOG_FILE); + + f2g = fopen(twog_file, "r"); + if (f2g == NULL) { + sprintf(sub_message, "in allocate_and_read_atomic: could not open file %s \n", twog_file); + strcat(error_message, sub_message); + *error = 1; + return; + } + + for (b = 0; b < NVIRT; b++) { + fscanf_counter = 0; + fscanf_counter+= fscanf(f2g, "%le", &(atomic->Eb_tab[b])); + fscanf_counter+= fscanf(f2g, "%le", &(atomic->A1s_tab[b])); + fscanf_counter+= fscanf(f2g, "%le", &(atomic->A2s_tab[b])); + fscanf_counter+= fscanf(f2g, "%le", &(atomic->A3s3d_tab[b])); + fscanf_counter+= fscanf(f2g, "%le", &(atomic->A4s4d_tab[b])); + if(fscanf_counter!=5){ + sprintf(sub_message, "in allocate_and_read_atomic: could not read file %s completely -- The file might be corrupted\n", twog_file); + strcat(error_message, sub_message); + *error = 1; + return; + } + } + fclose(f2g); + + /* Normalize 2s--1s differential decay rate to L2s1s (can be set by user in hydrogen.h) */ + L2s1s_current = 0.; + for (b = 0; b < NSUBLYA; b++) L2s1s_current += atomic->A2s_tab[b]; + for (b = 0; b < NSUBLYA; b++) atomic->A2s_tab[b] *= L2s1s/L2s1s_current; + + /* Switches for the various effects considered in Hirata (2008) and diffusion: + Effect A: correct 2s-->1s rate, with stimulated decays and absorptions of non-thermal photons + Effect B: Sub-Lyman-alpha two-photon decays + Effect C: Super-Lyman-alpha two-photon decays + Effect D: Raman scattering */ + + #if (EFFECT_A == 0) + for (b = 0; b < NSUBLYA; b++) atomic->A2s_tab[b] = 0; + #endif + #if (EFFECT_B == 0) + for (b = 0; b < NSUBLYA; b++) atomic->A3s3d_tab[b] = atomic->A4s4d_tab[b] = 0; + #endif + #if (EFFECT_C == 0) + for (b = NSUBLYA; b < NVIRT; b++) atomic->A3s3d_tab[b] = atomic->A4s4d_tab[b] = 0; + #endif + #if (EFFECT_D == 0) + for (b = NSUBLYA; b < NVIRT; b++) atomic->A2s_tab[b] = 0; + for (b = NSUBLYB; b < NVIRT; b++) atomic->A3s3d_tab[b] = 0; + #endif + #if (DIFFUSION == 0) + for (b = 0; b < NVIRT; b++) atomic->A1s_tab[b] = 0; + #endif + + free(alpha_file); + free(rr_file); + free(twog_file); + +} + +/*********************************************************************************************** +Free the memory for rate tables. +***********************************************************************************************/ + +void free_atomic(HYREC_ATOMIC *atomic){ + free_2D_array(atomic->logAlpha_tab[0], NTM); + free_2D_array(atomic->logAlpha_tab[1], NTM); + free_2D_array(atomic->logAlpha_tab[2], NTM); + free_2D_array(atomic->logAlpha_tab[3], NTM); +} + + +/********************************************************************************************** +Allocates memory for the structure FIT_FUNC, and reads and stores +correction function for SWIFT mode +**********************************************************************************************/ + +void allocate_and_read_fit(FIT_FUNC *fit, int *error, char *path_to_hyrec, char error_message[SIZE_ErrorM]){ + + char sub_message[128]; + + /*********** Effective rates *************/ + char *fit_file; + fit_file = malloc(SIZE_InputFile); + fit_file[0] = 0; + strcat(fit_file, path_to_hyrec); + strcat(fit_file, FIT_FILE); + + FILE *fA = fopen(fit_file, "r"); + if (fA == NULL) { + sprintf(sub_message, "in allocate_and_read_fit: could not open file %s \n", fit_file); + strcat(error_message, sub_message); + *error = 1; + return; + } + unsigned i, j; + + /* Allocate memory */ + fit->swift_func[0] = create_1D_array(DKK_SIZE, error, error_message); + fit->swift_func[1] = create_1D_array(DKK_SIZE, error, error_message); + fit->swift_func[2] = create_1D_array(DKK_SIZE, error, error_message); + fit->swift_func[3] = create_1D_array(DKK_SIZE, error, error_message); + fit->swift_func[4] = create_1D_array(DKK_SIZE, error, error_message); + + for (i = 0; i < DKK_SIZE; i++) { + for (j = 0; j < 5; j++) { + if( fscanf(fA,"%le", &(fit->swift_func[j][i])) != 1){ + sprintf(sub_message, "in allocate_and_read_atomic: could not read file %s completely -- The file might be corrupted\n", fit_file); + strcat(error_message, sub_message); + *error = 1; + return; + } + } + } + fclose(fA); + free(fit_file); +} + + +/*********************************************************************************************** +Free the memory for rate tables. +***********************************************************************************************/ + +void free_fit(FIT_FUNC *fit){ + unsigned j; + for (j = 0; j < 5; j++) free(fit->swift_func[j]); +} + +/************************************************************************************************ +Interpolation of tabulated effective rates +To be (slightly) more efficient, not using the external interpolation routine. +Gets the correct rates for given fine-structure constant and electron mass. +- Modified May 2012: - Accounts for different alpha_fs and m_e + - Also returns DAlpha[2], table of ALpha(Tm, Tr) - ALpha(Tr, Tr) +INPUT TEMPERATURE ASSUMED TO BE ALREADY RESCALED FOR VALUES OF alpha_fs and me +- Modified December 2014: additional heating sometimes brings Tm slightly larger than Tr. + If this is the case, use Tm = Tr in the recombination rates. + Will eventually re-tabulate the effective rates for Tm/Tr > 1 to fix this. +************************************************************************************************/ + +void interpolate_rates(double Alpha[2], double DAlpha[2], double Beta[2], double *R2p2s, double TR, double TM_TR, + HYREC_ATOMIC *atomic, double fsR, double meR, int *error, char error_message[SIZE_ErrorM]) { + unsigned l, k, i; + long iTM, iTR; + double frac1, frac2; + double logTR, T_RATIO; + double coeff1[4], coeff2[4], temp[4]; + double Alpha_eq[2]; + char sub_message[128]; + + /* Check that TM/TR is in range */ + if (TM_TR < T_RATIO_MIN) { + sprintf(sub_message, "in interpolate_rates: TM/TR = %f is out of range.\n", TM_TR); + strcat(error_message, sub_message); + *error = 1; + return; + } + + /* T_RATIO is defined to be min(TM_TR, TR_TM) */ + if (TM_TR > 1.) { + T_RATIO = 1./TM_TR; i = 2; + } + else { + T_RATIO = TM_TR; i = 0; + } + + /* Check if log(TR) is in the range tabulated */ + if (TR < TR_MIN || TR > TR_MAX) { + sprintf(sub_message, "in interpolate_rates: TR = %f is out of range.\n", TR); + strcat(error_message, sub_message); + *error = 1; + return; + } + + /**** TR-only-dependent functions ****/ + + /* Identify location to interpolate in log(TR) */ + logTR = log(TR); + + iTR = (long)floor((logTR - log(TR_MIN))/atomic->DlogTR); + if (iTR < 1) iTR = 1; + if (iTR > NTR-3) iTR = NTR-3; + frac2 = (logTR - log(TR_MIN))/atomic->DlogTR - iTR; + coeff2[0] = frac2*(frac2-1.)*(2.-frac2)/6.; + coeff2[1] = (1.+frac2)*(1.-frac2)*(2.-frac2)/2.; + coeff2[2] = (1.+frac2)*frac2*(2.-frac2)/2.; + coeff2[3] = (1.+frac2)*frac2*(frac2-1.)/6.; + + for (l = 0; l <= 1; l++) { + /* Alpha evaluated at Tm = Tr */ + Alpha_eq[l] = square(fsR/meR)* exp(atomic->logAlpha_tab[l][NTM-1][iTR-1]*coeff2[0] + +atomic->logAlpha_tab[l][NTM-1][iTR]*coeff2[1] + +atomic->logAlpha_tab[l][NTM-1][iTR+1]*coeff2[2] + +atomic->logAlpha_tab[l][NTM-1][iTR+2]*coeff2[3]); + + /* Beta obtained by detailed balance from Alpha(Tr, Tr) */ + /* prefactor = pow(2.0 * M_PI * mue *TR / hPc / hPc, 1.5)) * exp(-0.25*EI/TR) */ + Beta[l] = Alpha_eq[l] * SAHA_FACT(fsR, meR) * TR*sqrt(TR) *exp(-0.25*EI/TR)/(2.*l+1.); + } + + /* Effective 2p->2s rate */ + *R2p2s = fsR*fsR*fsR*fsR*fsR*meR * + exp(atomic->logR2p2s_tab[iTR-1]*coeff2[0] + +atomic->logR2p2s_tab[iTR]*coeff2[1] + +atomic->logR2p2s_tab[iTR+1]*coeff2[2] + +atomic->logR2p2s_tab[iTR+2]*coeff2[3]); + + /**** Effective recombination coefficients Alpha(Tm, Tr) ****/ + + /* Identify location to interpolate in T_RATIO */ + iTM = (long)floor((T_RATIO - T_RATIO_MIN)/atomic->DT_RATIO); + if (iTM < 1) iTM = 1; + if (iTM > NTM-3) iTM = NTM-3; + frac1 = (T_RATIO - T_RATIO_MIN)/atomic->DT_RATIO - iTM; + coeff1[0] = frac1*(frac1-1.)*(2.-frac1)/6.; + coeff1[1] = (1.+frac1)*(1.-frac1)*(2.-frac1)/2.; + coeff1[2] = (1.+frac1)*frac1*(2.-frac1)/2.; + coeff1[3] = (1.+frac1)*frac1*(frac1-1.)/6.; + + for (l = 0; l <= 1; l++) { + /* effective recombination coefficient to each level */ + for (k = 0; k < 4; k++) { + temp[k] = atomic->logAlpha_tab[l+i][iTM-1+k][iTR-1]*coeff2[0] + + atomic->logAlpha_tab[l+i][iTM-1+k][iTR]*coeff2[1] + + atomic->logAlpha_tab[l+i][iTM-1+k][iTR+1]*coeff2[2] + + atomic->logAlpha_tab[l+i][iTM-1+k][iTR+2]*coeff2[3]; + } + + Alpha[l] = square(fsR/meR)* exp(temp[0]*coeff1[0]+temp[1]*coeff1[1] + +temp[2]*coeff1[2]+temp[3]*coeff1[3]); + + DAlpha[l] = Alpha[l] - Alpha_eq[l]; + } +} + + +double rec_swift_hyrec_dxHIIdlna(HYREC_DATA *data, double xe, double xHII, double nH, double H, double TM, double TR, double z){ + + REC_COSMOPARAMS *cosmo = data-> cosmo; + HYREC_ATOMIC *atomic = data->atomic; + FIT_FUNC *fit = data->fit; + int *error = &data->error; + double fsR = cosmo->fsR, meR = cosmo->meR; + double Alpha[2], DAlpha[2], Beta[2], R2p2s, RLya; + double DK_K_fid=0., DK_K, fitted_RLya; + double C_2s, C_2p, gamma_2s, gamma_2p, s, Dxe2; + static double diff[3]; + unsigned i; + double ratio; + char sub_message[128]; + double T0fid_T0; + if (*error == 1) return 0.; + + ratio = TM/TR; + rescale_T(&TR, fsR, meR); + TM = ratio * TR; // This way ensure that TM<=TR is preserved + T0fid_T0 = 2.7255 / (TR/kBoltz/(1.+z)); + + /* The numbers in the following lines are fiducial parameters for correction function (Do not change) */ + diff[0] = (cosmo->ocbh2 - 0.14175)*pow(T0fid_T0,3); + diff[1] = (cosmo->obh2*(1-cosmo->YHe) - 0.02242*(1-0.246738546372))*pow(T0fid_T0,3); + diff[2] = cosmo->Neff-3.046; + + interpolate_rates(Alpha, DAlpha, Beta, &R2p2s, TR, TM/TR, atomic, fsR, meR, error, data->error_message); + + RLya = LYA_FACT(fsR, meR) *H/nH/(1.-xHII); // 8 PI H/(3 nH x1s lambda_Lya^3) + + if (TR/kBoltz > fit->swift_func[0][DKK_SIZE-1]) DK_K = 0.; + else { + DK_K_fid = rec_interp1d(fit->swift_func[0][0], 10., fit->swift_func[1], DKK_SIZE, TR/kBoltz, error, data->error_message); + + for (i = 0; i < 3; i++) { + DK_K_fid = DK_K_fid + diff[i]*rec_interp1d(fit->swift_func[0][0], 10., fit->swift_func[i+2], + DKK_SIZE, TR/kBoltz, error, data->error_message); + } + } + + DK_K = DK_K_fid; + fitted_RLya = RLya / (1.+DK_K); + gamma_2s = Beta[0] + 3.*R2p2s + L2s_rescaled(fsR, meR); + gamma_2p = Beta[1] + R2p2s + fitted_RLya; + C_2s = (L2s_rescaled(fsR, meR)+3.*R2p2s*fitted_RLya/gamma_2p)/(gamma_2s-3.*R2p2s*R2p2s/gamma_2p); + C_2p = (fitted_RLya+R2p2s*L2s_rescaled(fsR, meR)/gamma_2s)/(gamma_2p-R2p2s*3.*R2p2s/gamma_2s); + + s = SAHA_FACT(fsR, meR) *TR*sqrt(TR) *exp(-EI/TR)/nH; + Dxe2 = xe*xHII - s*(1.-xHII); // xe^2 - xe^2[Saha eq with 1s] -- gives more compact expressions + + if (*error == 1) { + sprintf(sub_message, " called from rec_swift_hyrec_dxHIIdlna\n"); + strcat(data->error_message, sub_message); + return 0.; + } + + return -nH/H *( (s*(1.-xHII)*DAlpha[0] + Alpha[0]*Dxe2)*C_2s + (s*(1.-xHII)*DAlpha[1] + Alpha[1]*Dxe2)*C_2p) + + (cosmo->inj_params->ion + (0.25*(1.-C_2s) + 0.75*(1.-C_2p))*cosmo->inj_params->exclya)/H ; +} + +/************************************************************************************************ +Solves for the populations of the 2s and 2p states in steady-state, and returns dxe/dlna. +Uses standard rate for 2s-->1s decay and Sobolev for Lyman alpha (no feedback), +and fully accounts for virtually all transitions among excited states through effective rates. +Inputs: xe, nH in cm^{-3}, H in s^{-1}, TM, TR in eV. Output: dxe/dlna +Changes May 2012: +- Now use the analytic expressions using the generalized Peebles' C factors +[see companion paper, Eqs. (43)-(46)]. +- Also explicitly subtract nearly cancelling terms at early times. +- Account for explicit dependence on alpha_fs and m_e +- Added explicit dependence on xHII, which is not necessarily equal to xe if Helium has not entirely recombined +December 2014: +- Added dependence on extra energy deposited in the plasma, dEdtdV in eV/s/cm^3 +************************************************************************************************/ + +double rec_HMLA_dxHIIdlna(HYREC_DATA *data, double xe, double xHII, double nH, double H, double TM, double TR) { + + REC_COSMOPARAMS *cosmo = data->cosmo; + HYREC_ATOMIC *atomic = data->atomic; + int *error = &data->error; + double fsR = cosmo->fsR, meR = cosmo->meR; + + double Alpha[2], DAlpha[2], Beta[2], R2p2s, RLya; + double Gamma_2s, Gamma_2p, C2s, C2p, s, Dxe2; + double ratio; + char sub_message[128]; + if (*error == 1) return 0.; + ratio = TM/TR; + rescale_T(&TR, fsR, meR); + TM = ratio * TR; /* This way ensure that TM<=TR is preserved */ + interpolate_rates(Alpha, DAlpha, Beta, &R2p2s, TR, TM/TR, atomic, fsR, meR, error, data->error_message); + if (*error == 1) { + sprintf(sub_message, " called from rec_HMLA_dxHIIdlna\n"); + strcat(data->error_message, sub_message); + return 0.; + } + + RLya = LYA_FACT(fsR, meR) *H/nH/(1.-xHII); /* 8 PI H/(3 nH x1s lambda_Lya^3) */ + + /* Effective inverse lifetimes of 2s and 2p states */ + Gamma_2s = Beta[0] + 3.*R2p2s + L2s_rescaled(fsR, meR); + Gamma_2p = Beta[1] + R2p2s + RLya; + + /* Generalization of Peebles' C factor */ + C2s = (L2s_rescaled(fsR, meR) + 3.*R2p2s * RLya/Gamma_2p)/(Gamma_2s - 3.*R2p2s*R2p2s/Gamma_2p); + C2p = (RLya + R2p2s * L2s_rescaled(fsR, meR)/Gamma_2s)/(Gamma_2p - 3.*R2p2s*R2p2s/Gamma_2s); + + s = SAHA_FACT(fsR, meR) *TR*sqrt(TR) *exp(-EI/TR)/nH; + Dxe2 = xe*xHII - s*(1.-xHII); /* xe^2 - xe^2[Saha eq with 1s] -- gives more compact expressions */ + + return -nH/H *( (s*(1.-xHII)*DAlpha[0] + Alpha[0]*Dxe2)*C2s + (s*(1.-xHII)*DAlpha[1] + Alpha[1]*Dxe2)*C2p ) + + (cosmo->inj_params->ion + (0.25*(1.-C2s) + 0.75*(1.-C2p))*cosmo->inj_params->exclya)/H ; + +} + +/******************************************************************************************************** +Compute the A_{b,b+/-1} "Einstein A-"coefficients between virtual states, due to diffusion +(In the notation of the paper, A_{b,b\pm1} = R_{b,b\pm1}) +Aup[b] = A_{b, b+1} Adn[b] = A_{b, b-1} +********************************************************************************************************/ + +void populate_Diffusion(double *Aup, double *Adn, double *A2p_up, double *A2p_dn, + double TM, double Eb_tab[NVIRT], double A1s_tab[NVIRT]) { + + unsigned b; + double DE2; + + DE2 = E21*E21*2.*TM/mH; + + /****** RED WING ******/ + b = NSUBLYA - NDIFF/2; + Aup[b] = DE2 / square(Eb_tab[b+1] - Eb_tab[b]) * A1s_tab[b]; /* A{0,1}. Assume A{0,-1} = 0 */ + + for (b = NSUBLYA - NDIFF/2 + 1; b < NSUBLYA-1; b++) { + Adn[b] = exp((Eb_tab[b] - Eb_tab[b-1])/TM) * Aup[b-1]; /* Detailed balance */ + Aup[b] = (DE2 * A1s_tab[b] - square(Eb_tab[b] - Eb_tab[b-1]) * Adn[b]) + /square(Eb_tab[b+1] - Eb_tab[b]); /* Aup[b] , Adn[b] must add up to correct diffusion rate */ + } + /* Last bin below Lyman alpha */ + b = NSUBLYA - 1; + Adn[b] = exp((Eb_tab[b] - Eb_tab[b-1])/TM) * Aup[b-1]; + + Aup[b] = (DE2 * A1s_tab[b] - square(Eb_tab[b] - Eb_tab[b-1]) * Adn[b]) + /square(E21 - Eb_tab[b]); + *A2p_dn = exp((E21 - Eb_tab[b])/TM)/3.* Aup[b]; /* 2p -> NSUBLYA-1 rate obtained by detailed balance */ + + + /****** BLUE WING ******/ + b = NSUBLYA + NDIFF/2 - 1; + Adn[b] = DE2 / square(Eb_tab[b] - Eb_tab[b-1]) * A1s_tab[b]; + + for (b = NSUBLYA + NDIFF/2 - 2; b > NSUBLYA; b--) { + Aup[b] = exp((Eb_tab[b] - Eb_tab[b+1])/TM) * Adn[b+1]; + Adn[b] = (DE2 * A1s_tab[b] - square(Eb_tab[b+1] - Eb_tab[b]) * Aup[b]) + /square(Eb_tab[b] - Eb_tab[b-1]); + } + /* First bin above Lyman alpha */ + b = NSUBLYA; + Aup[b] = exp((Eb_tab[b] - Eb_tab[b+1])/TM) * Adn[b+1]; + + Adn[b] = (DE2 * A1s_tab[b] - square(Eb_tab[b+1] - Eb_tab[b]) * Aup[b]) + /square(Eb_tab[b] - E21); + *A2p_up = exp((E21 - Eb_tab[b])/TM)/3. * Adn[b]; /* 2p -> NSUBLYA rate obtained by detailed balance */ + +} + +/********************************************************************************************************* + Populate the real-real, real-virtual, virtual-real and virtual-virtual T-matrices, + as well as the source vectors sr, sv, given Dxe = xe - xe[Saha] as an input. +WITH DIFFUSION. Tvv[0][b] is the diagonal element Tbb, Tvv[1][b] = T{b,b-1} and Tvv[2][b] = T{b,b+1} +Also, computes and stores the optical depths Delta tau_b for future use + +Modified May 2012: - now uses the photon distortion +instead of absolute photon occupation number. +- Accounts for explicit dependence on alpha_fs and m_e +INPUT TEMPERATURE ASSUMED TO BE ALREADY RESCALED FOR VALUES OF alpha_fs and me +- Added explicit dependence on xHII, which is not necessarily equal to xe if Helium has not entirely recombined + +December 2014: Added dependence on additional energy deposition dEdtdV in eV/s/cm^3. +**********************************************************************************************************/ + +void populateTS_2photon(double Trr[2][2], double *Trv[2], double *Tvr[2], double *Tvv[3], + double sr[2], double sv[NVIRT], double Dtau[NVIRT], + double xe, double xHII, double TM, double TR, double nH, double H, HYREC_ATOMIC *atomic, + double Dfplus[NVIRT], double Dfplus_Ly[], + double Alpha[2], double DAlpha[2], double Beta[2], double fsR, double meR, double exclya, + int *error, char error_message[SIZE_ErrorM]) { + + unsigned b; + double R2p2s, RLya, Gammab, one_minus_Pib, dbfact, x1s, s, Dxe2; + double A2p_up, A2p_dn, rescale2g, rescalediff; + double *Aup, *Adn; + char sub_message[128]; + + /*** Added May 2012: rescalings for dependence on alpha and me ***/ + rescale2g = square(fsR*fsR*fsR*fsR)*meR; /* for two-photon rates */ + rescalediff = rescale2g * fsR*fsR*meR; + /* diffusion rate ~ two-photon rate * TM ~ two-photon rate * alpha^2 me * rescaled(TM) [which is assumed as an input] */ + + + Aup = create_1D_array(NVIRT, error, error_message); + Adn = create_1D_array(NVIRT, error, error_message); + + x1s = 1.-xHII; + s = SAHA_FACT(fsR, meR) *TR*sqrt(TR) *exp(-EI/TR)/nH; + Dxe2 = xe*xHII - s*x1s; + + RLya = LYA_FACT(fsR, meR) *H /nH/x1s; /*8 PI H/(3 nH x1s lambda_Lya^3) */ + + interpolate_rates(Alpha, DAlpha, Beta, &R2p2s, TR, TM / TR, atomic, fsR, meR, error, error_message); + if (*error == 1) { + sprintf(sub_message, " called from populateTS_2photon\n"); + strcat(error_message, sub_message); + return; + } + + + /****** 2s row and column ******/ + + Trr[0][0] = Beta[0] + 3.*R2p2s + + 3.* RLya * (1.664786871919931 *exp(-E32/TR) /* Ly-beta escape */ + + 1.953125 *exp(-E42/TR)); /* Ly-gamma escape */ + + Trr[0][1] = -R2p2s; + sr[0] = nH * (s*x1s*DAlpha[0] + Alpha[0]*Dxe2) + 3.* RLya * x1s * 1.664786871919931 *Dfplus_Ly[1]; + sr[0] += 0.25 *exclya; + + #if (EFFECT_A == 0) /* Standard treatment of 2s-->1s two-photon decays */ + Trr[0][0] += L2s1s*rescale2g; /* rescaled for alpha, me */ + #endif + + + /****** 2p row and column ******/ + + Trr[1][1] = Beta[1] + R2p2s + RLya; + Trr[1][0] = -3.*R2p2s; + sr[1] = nH * (s*x1s*DAlpha[1] + Alpha[1]*Dxe2) + 3.*RLya * x1s * Dfplus_Ly[0]; + sr[1] += 0.75 *exclya; + + /***** Two-photon transitions: populating Trv, Tvr and updating Trr ******/ + + for (b = 0; b < NVIRT; b++) { + dbfact = exp((atomic->Eb_tab[b] - E21)/TR); + + Trr[0][0] -= Tvr[0][b] = -rescale2g*atomic->A2s_tab[b]/fabs(exp((atomic->Eb_tab[b] - E21)/TR)-1.); + Trv[0][b] = Tvr[0][b] *dbfact; + + Trr[1][1] -= Tvr[1][b] = -exp(-E32/TR)/3. * rescale2g*atomic->A3s3d_tab[b]/fabs(exp((atomic->Eb_tab[b] - E31)/TR)-1.) + -exp(-E42/TR)/3. * rescale2g*atomic->A4s4d_tab[b]/fabs(exp((atomic->Eb_tab[b] - E41)/TR)-1.); + Trv[1][b] = Tvr[1][b] *3.*dbfact; + } + + /****** Tvv and sv. Accounting for DIFFUSION ******/ + + populate_Diffusion(Aup, Adn, &A2p_up, &A2p_dn, TM, atomic->Eb_tab, atomic->A1s_tab); + + /*** Added May 2012: rescale for dependence on alpha and me ***/ + A2p_up *= rescalediff; + A2p_dn *= rescalediff; + for (b = 0; b < NVIRT; b++) { + Aup[b] *= rescalediff; + Adn[b] *= rescalediff; + } + + /* Updating Tvr, Trv, Trr for diffusion between line center ("2p state") and two neighboring bins */ + + Trr[1][1] += (A2p_dn + A2p_up); + + for (b = 0; b < NVIRT; b++) { + + Gammab = -(Trv[0][b] + Trv[1][b]) + Aup[b] + Adn[b]; /* Inverse lifetime of virtual state b */ + + /*** Diffusion region ***/ + if ( (b >= NSUBLYA - NDIFF/2 && b < NSUBLYA - 1) ||(b > NSUBLYA && b < NSUBLYA + NDIFF/2)) { + Tvv[1][b] = -Aup[b-1]; + Tvv[2][b] = -Adn[b+1]; + } + /* Bins neighboring Lyman alpha. */ + if (b == NSUBLYA-1) { + Tvv[1][b] = -Aup[b-1]; + Tvv[2][b] = 0.; + Tvr[1][b] -= A2p_dn; + Trv[1][b] -= Aup[b]; + } + if (b == NSUBLYA) { + Tvv[1][b] = 0.; + Tvv[2][b] = -Adn[b+1]; + Tvr[1][b] -= A2p_up; + Trv[1][b] -= Adn[b]; + } + /*********************/ + + Dtau[b] = Gammab * x1s * cube(hPc/atomic->Eb_tab[b]/fsR/fsR/meR) * nH /8. /M_PI /H; + /* Rescaled for alpha, me*/ + + one_minus_Pib = Dtau[b] > 1e-6 ? 1.- (1.-exp(-Dtau[b]))/Dtau[b] : Dtau[b]/2. - square(Dtau[b])/6.; + Tvv[0][b] = Dtau[b] > 0.? Gammab/one_minus_Pib : 2./(x1s * cube(hPc/atomic->Eb_tab[b]/fsR/fsR/meR) * nH /8. /M_PI /H); /* Added May 2012: proper limit Dtau->0 */ + sv[b] = Tvv[0][b] * x1s * Dfplus[b] * (1.-one_minus_Pib); + + } + + free(Aup); + free(Adn); +} + +/********************************************************************* +Solves the linear system T*X = B, where T is a DIAGONALLY DOMINANT +tridiagonal matrix, and X and B are both one-column vectors of N elements. +diag[i] = T_{ii}, updiag[i] = T_{i,i+1}, dndiag[i] = T_{i,i-1} +IMPORTANT: This is NOT THE MOST GENERAL ALGORITHM. Only adapted for the +case we will consider, i.e. |T_{ii}| > |T_{i,i+1}| + |T_{i,i-1}|. +**********************************************************************/ + +void solveTXeqB(double *diag, double *updiag, double *dndiag, double *X, double *B, + unsigned N, int *error, char error_message[SIZE_ErrorM]){ + int i; + double denom; + double *alpha = create_1D_array(N, error, error_message); + double *gamma = create_1D_array(N, error, error_message); /* X[i] = gamma[i] - alpha[i] * X[i+1] */ + + alpha[0] = updiag[0] / diag[0]; + gamma[0] = B[0] / diag[0]; + + for (i = 1; i < N; i++) { + denom = diag[i] - dndiag[i] * alpha[i-1]; + alpha[i] = updiag[i] / denom; + gamma[i] = (B[i] - dndiag[i] * gamma[i-1]) / denom; + } + + X[N-1] = gamma[N-1]; + for (i = N-2; i >= 0; i--) X[i] = gamma[i] - alpha[i] * X[i+1]; + + free(alpha); + free(gamma); +} + +/************************************************************************************************************** +Solves for the populations of the real (2s, 2p) and virtual states +***************************************************************************************************************/ + +void solve_real_virt(double xr[2], double xv[NVIRT], double Trr[2][2], double *Trv[2], double *Tvr[2], double *Tvv[3], + double sr[2], double sv[NVIRT], int *error, char error_message[SIZE_ErrorM]){ + + double *Tvv_inv_Tvr[2]; + double *Tvv_inv_sv; + double Trr_new[2][2]; + double sr_new[2]; + unsigned i, j, b; + double det; + + unsigned NSUBDIFF; + NSUBDIFF = NSUBLYA - NDIFF/2; /* lowest bin of the diffusion region */ + + /** Allocate memory **/ + for (i = 0; i < 2; i++) Tvv_inv_Tvr[i] = create_1D_array(NVIRT, error, error_message); + Tvv_inv_sv = create_1D_array(NVIRT, error, error_message); + + /*** Computing Tvv^{-1}.Tvr ***/ + + for (i = 0; i < 2; i++) { + for (b = 0; b < NSUBDIFF; b++) Tvv_inv_Tvr[i][b] = Tvr[i][b]/Tvv[0][b]; + for (b = NSUBLYA + NDIFF/2; b < NVIRT; b++) Tvv_inv_Tvr[i][b] = Tvr[i][b]/Tvv[0][b]; + solveTXeqB(Tvv[0]+NSUBDIFF, Tvv[2]+NSUBDIFF, Tvv[1]+NSUBDIFF, Tvv_inv_Tvr[i]+NSUBDIFF, Tvr[i]+NSUBDIFF, NDIFF, error, error_message); + } + + /*** Trr_new = Trr - Trv.Tvv^{-1}.Tvr ***/ + for (i = 0; i < 2; i++) for (j = 0; j < 2; j++) { + Trr_new[i][j] = Trr[i][j]; + for (b = 0; b < NVIRT; b++) Trr_new[i][j] -= Trv[i][b]*Tvv_inv_Tvr[j][b]; + } + + /*** Computing Tvv^{-1}.sv ***/ + for (b = 0; b < NSUBDIFF; b++) Tvv_inv_sv[b] = sv[b]/Tvv[0][b]; + for (b = NSUBLYA + NDIFF/2; b < NVIRT; b++) Tvv_inv_sv[b] = sv[b]/Tvv[0][b]; + solveTXeqB(Tvv[0]+NSUBDIFF, Tvv[2]+NSUBDIFF, Tvv[1]+NSUBDIFF, Tvv_inv_sv+NSUBDIFF, sv+NSUBDIFF, NDIFF, error, error_message); + + /*** sr_new = sr - Trv.Tvv^{-1}sv ***/ + for (i = 0; i < 2; i++) { + sr_new[i] = sr[i]; + for (b = 0; b < NVIRT; b++) sr_new[i] -= Trv[i][b]*Tvv_inv_sv[b]; + } + + /*** Solve 2 by 2 system Trr_new.xr = sr_new ***/ + det = Trr_new[0][0] * Trr_new[1][1] - Trr_new[0][1] * Trr_new[1][0]; + xr[0] = (Trr_new[1][1] * sr_new[0] - Trr_new[0][1] * sr_new[1])/det; + xr[1] = (Trr_new[0][0] * sr_new[1] - Trr_new[1][0] * sr_new[0])/det; + + /*** xv = Tvv^{-1}(sv - Tvr.xr) ***/ + for (b = 0; b < NVIRT; b++) xv[b] = Tvv_inv_sv[b] - Tvv_inv_Tvr[0][b]*xr[0] - Tvv_inv_Tvr[1][b]*xr[1]; + + /** Free memory **/ + for (i = 0; i < 2; i++) free(Tvv_inv_Tvr[i]); + free(Tvv_inv_sv); + +} + +/********************************************************************************************* +Interpolation of the photon distortion used to get f+ from f- at a higher frequency bin and earlier time. +Use a simple linear interpolation so the spectrum is always positive. +Added May 2012 +*********************************************************************************************/ + +double interp_Dfnu(double lna_start, double dlna, double *ytab, unsigned int iz, double lna){ + long ind; + double frac; + + /* If iz = 0 or 1, radiation field at earlier times is still thermal. + Also thermal if iz > 1 and lna < lna_start. */ + if (iz == 0 || iz == 1 || lna < lna_start) return 0.; + + /* Check if in range */ + if (lna >= lna_start + dlna*(iz-1)) { + fprintf(stderr, "Error in interp_Dfnu: lna-value out of range in interpolation routine\n"); + fprintf(stderr, "The time-step used is probably too large\n"); + exit(1); + } + + /* If iz >= 2, do a linear interpolation so the spectrum is always positive */ + ind = (long) floor((lna-lna_start)/dlna); + frac = (lna-lna_start)/dlna - ind; + + return (1.-frac)*ytab[ind] + frac*ytab[ind+1]; + +} + +/************************************************************************************************************* +Obtain fplus at each bin, given the history of fminus (simple free-streaming). iz is the current time step. +fminus[0..iz-1] is known. +Assume the Lyman lines are optically thick +Dfminus_hist is a NVIRT by nz array of previous Delta f(nu_b - epsilon)(z) +Dfminus_Ly_hist is a 3 by nz array of previous Deltaf(nu - epsilon) redward of Ly alpha, beta and gamma lines + +Changed May 2012: Now using the interpolation function interp_Dfnu, which only interpolates + over 2 nearest neighbors, which ensures that the distortion is always positive +*************************************************************************************************************/ + +void fplus_from_fminus(double Dfplus[NVIRT], double Dfplus_Ly[], double **Dfminus_hist, double **Dfminus_Ly_hist, + double TR, double zstart, unsigned iz, double z, double Eb_tab[NVIRT]) { + unsigned b; + double ainv, lna_start, zp1; + + zp1 = 1.+z; + lna_start = -log(1.+zstart); + + /*** Bins below Lyman alpha ***/ + for (b = 0; b < NSUBLYA-1; b++) { + ainv = zp1*Eb_tab[b+1]/Eb_tab[b]; + Dfplus[b] = interp_Dfnu(lna_start, DLNA_HYREC, Dfminus_hist[b+1], iz, -log(ainv)); + } + + /*** highest bin below Ly-alpha: feedback from optically thick Ly-alpha ***/ + b = NSUBLYA-1; + ainv = zp1*E21/Eb_tab[b]; + Dfplus[b] = interp_Dfnu(lna_start, DLNA_HYREC, Dfminus_Ly_hist[0], iz, -log(ainv)); + + /*** incoming photon occupation number at Lyman alpha ***/ + b = NSUBLYA; /* next highest bin */ + ainv = zp1*Eb_tab[b]/E21; + Dfplus_Ly[0] = interp_Dfnu(lna_start, DLNA_HYREC, Dfminus_hist[b], iz, -log(ainv)); + + /*** Bins between Lyman alpha and beta ***/ + for (b = NSUBLYA; b < NSUBLYB-1; b++) { + ainv = zp1*Eb_tab[b+1]/Eb_tab[b]; + Dfplus[b] = interp_Dfnu(lna_start, DLNA_HYREC, Dfminus_hist[b+1], iz, -log(ainv)); + } + + /*** highest bin below Ly-beta: feedback from Ly-beta ***/ + b = NSUBLYB-1; + ainv = zp1*E31/Eb_tab[b]; + Dfplus[b] = interp_Dfnu(lna_start, DLNA_HYREC, Dfminus_Ly_hist[1], iz, -log(ainv)); + + /*** incoming photon occupation number at Lyman beta ***/ + b = NSUBLYB; /* next highest bin */ + ainv = zp1*Eb_tab[b]/E31; + Dfplus_Ly[1] = interp_Dfnu(lna_start, DLNA_HYREC, Dfminus_hist[b], iz, -log(ainv)); + + /*** Bins between Lyman beta and gamma ***/ + for (b = NSUBLYB; b < NVIRT-1; b++) { + ainv = zp1*Eb_tab[b+1]/Eb_tab[b]; + Dfplus[b] = interp_Dfnu(lna_start, DLNA_HYREC, Dfminus_hist[b+1], iz, -log(ainv)); + } + + /*** highest energy bin: feedback from Ly-gamma ***/ + b = NVIRT-1; + ainv = zp1*E41/Eb_tab[b]; + Dfplus[b] = interp_Dfnu(lna_start, DLNA_HYREC, Dfminus_Ly_hist[2], iz, -log(ainv)); + +} + +/****************************************************************************************************************** +dxe/dlna when including two-photon processes. +Assume fminus[0..iz-1] is known. Update fminus[iz] + +Modified May 2012: +- now use the photon distortion instead of absolute photon occupation number +- Accounts for explicit dependence on alpha_fs and m_e +- Added Dfnu_hist as a variable. Will contain the *average* distortion within each bin + +December 2014: added dependence on additional energy injection dEdtdV in eV/s/cm^3. +The fractions that goes into ionizations, excitations and heat are assumed to be those of Chen & Kamionkowski 2004. +In the next version I'll make them potentialy changeable. +******************************************************************************************************************/ + +double rec_HMLA_2photon_dxHIIdlna(HYREC_DATA *data, double xe, double xHII, double nH, double H, double TM, double TR, + unsigned iz, double z) { + + REC_COSMOPARAMS *cosmo = data->cosmo; + HYREC_ATOMIC *atomic = data->atomic; + int *error = &data->error; + double **Dfminus_hist = data->rad->Dfminus_hist; + double **Dfminus_Ly_hist = data->rad->Dfminus_Ly_hist; + double **Dfnu_hist = data->rad->Dfnu_hist; + double zstart = data->rad->z0; + double fsR = cosmo->fsR, meR = cosmo->meR; + + double xr[2], xv[NVIRT], Dfplus[NVIRT], Dfplus_Ly[2]; /* Assume incoming radiation blueward of Ly-gamma is Blackbody */ + double dxedlna, one_minus_Pib, one_minus_exptau, Dfeq, s, x1s, Dxe2; + unsigned b, i; + + double Trr[2][2]; + double *Trv[2]; + double *Tvr[2]; + double *Tvv[3]; + double sr[2]; + double sv[NVIRT]; + double Dtau[NVIRT]; + double Alpha[2], DAlpha[2], Beta[2]; + double ratio; + char sub_message[128]; + if (*error == 1) return 0.; + + ratio = TM/TR; + rescale_T(&TR, fsR, meR); + TM = ratio * TR; /* This way ensure that TM<=TR is preserved */ + + for (i = 0; i < 2; i++) Trv[i] = create_1D_array(NVIRT, error, data->error_message); + for (i = 0; i < 2; i++) Tvr[i] = create_1D_array(NVIRT, error, data->error_message); + for (i = 0; i < 3; i++) Tvv[i] = create_1D_array(NVIRT, error, data->error_message); + + /* Redshift photon occupation number from previous times and higher energy bins */ + fplus_from_fminus(Dfplus, Dfplus_Ly, Dfminus_hist, Dfminus_Ly_hist, TR, zstart, iz, z, atomic->Eb_tab); + + /* Compute real-real, real-virtual and virtual-virtual transition rates */ + populateTS_2photon(Trr, Trv, Tvr, Tvv, sr, sv, Dtau, xe, xHII, TM, TR, nH, H, atomic, + Dfplus, Dfplus_Ly, Alpha, DAlpha, Beta, fsR, meR, cosmo->inj_params->exclya, error, data->error_message); + if (*error == 1) { + sprintf(sub_message, " called from rec_HMLA_2photon_dxHIIdlna\n"); + strcat(data->error_message, sub_message); + return 0.; + } + + /* Solve for the population of the real and virtual states + (in fact, for the difference xi - xi[eq with 1s]) */ + solve_real_virt(xr, xv, Trr, Trv, Tvr, Tvv, sr, sv, error, data->error_message); + + /* Obtain xe_dot */ + x1s = 1.-xHII; + s = SAHA_FACT(fsR, meR) *TR*sqrt(TR) *exp(-EI/TR)/nH; + Dxe2 = xe*xHII - s*x1s; + + dxedlna = -(nH *(s*x1s*DAlpha[0] + Alpha[0]*Dxe2) - xr[0]*Beta[0] + +nH *(s*x1s*DAlpha[1] + Alpha[1]*Dxe2) - xr[1]*Beta[1])/H + + cosmo->inj_params->ion/H; /* First term automatically includes the additional excitations + since x2s, x2p are computed accounting for them */ + + /* Update fminuses */ + + for (b = 0; b < NVIRT; b++) { + if (Dtau[b] > 1e-30) { + one_minus_Pib = Dtau[b] > 1e-6 ? 1.- (1.-exp(-Dtau[b]))/Dtau[b] : Dtau[b]/2. - square(Dtau[b])/6.; + Dfeq = -xr[0]*Tvr[0][b] - xr[1]*Tvr[1][b]; + Dfeq -= (b == 0 ? xv[1]*Tvv[2][0]: + b == NVIRT-1 ? xv[NVIRT-2]*Tvv[1][NVIRT-1]: + xv[b+1]*Tvv[2][b] + xv[b-1]*Tvv[1][b]); + Dfeq /= x1s*one_minus_Pib*Tvv[0][b]; + one_minus_exptau = Dtau[b] > 1e-6 ? 1.-exp(-Dtau[b]) : Dtau[b] - square(Dtau[b])/2.; + + Dfminus_hist[b][iz] = Dfplus[b] + (Dfeq - Dfplus[b])*one_minus_exptau; + } + else Dfminus_hist[b][iz] = Dfplus[b]; + } + + Dfminus_Ly_hist[0][iz] = xr[1]/3./x1s; + Dfminus_Ly_hist[1][iz] = xr[0]/x1s*exp(-E32/TR); + Dfminus_Ly_hist[2][iz] = xr[0]/x1s*exp(-E42/TR); + + /* Average radiation field in each bin */ + for (b = 0; b < NVIRT; b++) Dfnu_hist[b][iz] = xv[b]/x1s; + + for (i = 0; i < 2; i++) free(Trv[i]); + for (i = 0; i < 2; i++) free(Tvr[i]); + for (i = 0; i < 3; i++) free(Tvv[i]); + + return dxedlna; + +} + +/************************************************************************************** +Allocate and free memory for the structure RADIATION +***************************************************************************************/ + +void allocate_radiation(RADIATION *rad, long int Nz, int *error, char error_message[SIZE_ErrorM]) { + rad->Dfminus_hist = create_2D_array(NVIRT, Nz, error, error_message); + rad->Dfnu_hist = create_2D_array(NVIRT, Nz, error, error_message); + rad->Dfminus_Ly_hist = create_2D_array(3, Nz, error, error_message); +} + +void free_radiation(RADIATION *rad) { + free_2D_array(rad->Dfminus_hist, NVIRT); + free_2D_array(rad->Dfnu_hist, NVIRT); + free_2D_array(rad->Dfminus_Ly_hist, 3); +} + +/***************************************************************************************** +Single function that handles all cases depending on the switch. +December 2014: added dependence on additional energy injection. +******************************************************************************************/ + +double rec_dxHIIdlna(HYREC_DATA *data, int model, double xe, double xHII, double nH, double H, double TM, double TR, + unsigned iz, double z){ + + REC_COSMOPARAMS * cosmo = data->cosmo; + FIT_FUNC *fit = data->fit; + int *error = &data->error; + double Pion, RLya, four_betaB, result; + char sub_message[128]; + + if (*error == 1) return 0.; + if (model == PEEBLES) result = rec_TLA_dxHIIdlna(cosmo, xe, xHII, nH, H, TM, TR, 1.00); + else if (model == RECFAST) result = rec_TLA_dxHIIdlna(cosmo, xe, xHII, nH, H, TM, TR, 1.14); + else if (model == EMLA2s2p) result = rec_HMLA_dxHIIdlna(data, xe, xHII, nH, H, TM, TR); + else if (model == FULL || model == SWIFT) { + + /* When the full two-photon rate is required for z < 900, makes a simple estimate of the probability of + photoionization from n = 2. If less than PION_MAX, just use the effective 4-level atom.*/ + Pion = 1.; + if (z < 900.) { + RLya = LYA_FACT(1.,1.) *H/nH/(1.-xHII); + four_betaB = SAHA_FACT(1.,1.) *TR*sqrt(TR) *exp(-0.25*EI/TR) *alphaB_PPB(TR, 1.,1.); + Pion = four_betaB/(3.*RLya + L2s1s + four_betaB); + } + if (Pion < PION_MAX) result = rec_HMLA_dxHIIdlna(data, xe, xHII, nH, H, TM, TR); + else { + if (model == FULL) result = rec_HMLA_2photon_dxHIIdlna(data, xe, xHII, nH, H, TM, TR, iz, z); + else if (model == SWIFT) { + if (TR/kBoltz/cosmo->fsR/cosmo->fsR/cosmo->meR < fit->swift_func[0][0]) result = rec_HMLA_dxHIIdlna(data, xe, xHII, nH, H, TM, TR); + else result = rec_swift_hyrec_dxHIIdlna(data, xe, xHII, nH, H, TM, TR, z); + } + } + } + + else { + sprintf(sub_message, "Error in rec_dxedlna: model = %i is undefined.\n", model); + strcat(data->error_message, sub_message); + *error = 1; + return 0.; + } + + if (*error == 1) { + sprintf(sub_message, " called from rec_dxHIIdlna\n"); + strcat(data->error_message, sub_message); + return 0.; + } + return result; +} + diff --git a/external/HyRec2020/hydrogen.h b/external/HyRec2020/hydrogen.h new file mode 100644 index 00000000..088b34a6 --- /dev/null +++ b/external/HyRec2020/hydrogen.h @@ -0,0 +1,232 @@ +/*******************************************************************************************************/ +/* HYREC-2: Hydrogen and Helium Recombination Code */ +/* Written by Yacine Ali-Haimoud and Chris Hirata (2010-17) */ +/* with contributions from Nanoom Lee (2020) */ +/* */ +/* hydrogen.h: all functions related to Hydrogen recombination */ +/* */ +/* Units used: cgs + eV (all temperatures in eV) */ +/* */ +/* Revision history: */ +/* - January 2020 : - Added new mode, SWIFT */ +/* - Two timestep parameters for FULL mode and other modes. */ +/* - December 2014: - Accounts for additional energy injection */ +/* - May 2012: - Using the photon distortion instead of absolute value of radiation field */ +/* - Accounting for explicit dependence on alpha and m_e */ +/* - Some definitions moved to header file history.h */ +/* - January 2011: updated value of 2s--1s decay rate, */ +/* changed temperature range for effective rates */ +/* - Written November 2010. */ +/********************************************************************************************************/ + +/* !!!!! Do NOT change any numbers below (except DLNA). They are not accuracy parameters !!!!! */ +/* !!!!! If needed, only DLNA_HYREC or DLNA_SWIFT can be set to be a lower value for better accuracy !!!!! */ + +#ifndef __HYDROGEN__ +#define __HYDROGEN__ + +#include "energy_injection.h" + +/* Definition of different recombination models */ + +#define PEEBLES 0 /* Peebles's effective three-level atom */ +#define RECFAST 1 /* Effective three-level atom for hydrogen with fudge factor F = 1.14 */ +#define EMLA2s2p 2 /* Correct EMLA model, with standard decay rates from 2s and 2p only (accounts for nmax = infinity, l-resolved) */ +#define FULL 3 /* All radiative transfer effects included. Additional switches in header file hydrogen.h */ +#define SWIFT 4 /* Fast calculation with fitting function which is calculated based on FULL mode */ + + +/* When the probability of being ionized from n=2 becomes lower than PION_MAX, + switch off radiative transfer calculation as it becomes irrelevant */ +#define PION_MAX 1e-2 + + +/****** CONSTANTS IN CGS + EV UNIT SYSTEM *******/ + +#define EI 13.598286071938324 /* Hydrogen ionization energy in eV, reduced mass, no relativistic corrections */ + +/* Energy differences between excited levels of hydrogen -- used often */ +#define E21 10.198714553953742 +#define E31 12.087365397278509 +#define E41 12.748393192442178 +#define E32 1.8886508433247664 +#define E42 2.5496786384884356 + +#define hPc 1.239841874331e-04 /* hc in eV cm */ +#define mH 0.93878299831e9 /* Hydrogen atom mass in eV/c^2 */ +#define kBoltz 8.617343e-5 /* Boltzmann constant in eV/K */ +#define L2s1s 8.2206 /* 2s -> 1s two-photon decay rate in s^{-1} (Labzowsky et al 2005) */ + + +/************* EFFECTIVE MULTI LEVEL ATOM *******************/ + +/*** Effective rate tables and associated parameters ***/ + +#define ALPHA_FILE "Alpha_inf.dat" /* Effective recombination coefficients to 2s and 2p */ +#define RR_FILE "R_inf.dat" /* Effective transfer rate R_{2p,2s} */ +#define TR_MIN 0.004 /* Minimum Tr in eV */ +#define TR_MAX 0.4 /* Maximum Tr in eV */ +#define NTR 100 /* Number of Tr values */ +#define T_RATIO_MIN 0.1 /* T_RATIO is min(Tm/Tr, Tr/Tm) */ +#define T_RATIO_MAX 1.0 +#define NTM 40 + +/************* CORRECTION FUNCTION AND ITS FIRST DERIVATIVE FOR SWIFT MODE *****/ +#define FIT_FILE "fit_swift.dat" /* Correction function and first derivative for SWIFT mode */ +#define DKK_SIZE 265 + +/*** Tables and parameters for radiative transfer calculation ***/ +#define TWOG_FILE "two_photon_tables.dat" + +#define NSUBLYA 140 +#define NSUBLYB 271 +#define NVIRT 311 +#define NDIFF 80 + +#define DLNA_HYREC 8.49e-5 /* Timestep for FULL mode. Maximum compatible with these tables is 8.49e-5 */ +//#define DLNA_HYREC 2.e-6 /* Timestep used in FULL mode for SWIFT correction function calculation*/ +#define DLNA_SWIFT 4.e-3 /* Timestep for any other mode.*/ + +#define SIZE_ErrorM 2048 +#define SIZE_InputFile 512 + +/* Higher-resolution tables */ +/* +#define TWOG_FILE_CLASS "two_photon_tables_hires.dat" +#define NSUBLYA 408 +#define NSUBLYB 1323 +#define NVIRT 1493 +#define NDIFF 300 +#define DLNA 1.e-7 +*/ + +/**** Structure containing all atomic data for hydrogen ****/ + +typedef struct { + /* Tables of effective rates */ + double logTR_tab[NTR]; + double T_RATIO_tab[NTM]; + double **logAlpha_tab[4]; + double logR2p2s_tab[NTR]; + double DlogTR, DT_RATIO; + + /* Tables of 2-photon rates */ + double Eb_tab[NVIRT]; /* Energies of the virtual levels in eV */ + double A1s_tab[NVIRT]; /* 3*A2p1s*phi(E)*DE */ + double A2s_tab[NVIRT]; /* dLambda_2s/dE * DeltaE if E < Elya dK2s/dE * Delta E if E > Elya */ + double A3s3d_tab[NVIRT]; /* (dLambda_3s/dE + 5*dLambda_3d/dE) * Delta E for E < ELyb, Raman scattering rate for E > ELyb */ + double A4s4d_tab[NVIRT]; /* (dLambda_4s/dE + 5*dLambda_4d/dE) * Delta E */ + +} HYREC_ATOMIC; + +typedef struct { + double *swift_func[5]; +} FIT_FUNC; + + +/**** Structure containing all radiative transfer tables ****/ + +typedef struct { + + double z0; // first redshift at which radiation fields are stored + long iz_rad_0; + double **Dfminus_hist; + double **Dfnu_hist; + double **Dfminus_Ly_hist; + +} RADIATION; + + +/* Structure for HYREC-2 internal parameters */ + +typedef struct { + double h; /* Hubble constant */ + double T0; /* CMB temperature today in K*/ + double obh2, ocbh2, odeh2, okh2, orh2, onuh2; /* density parameters */ + double w0, wa; /* Dark energy equation of state parameters */ + double Neff; /* total effective number of neutrinos (massive + massless) */ + double Nur; /* number of massless neutrinos */ + double Nmnu; /* number of massive neutrinos */ + double mnu[3]; /* neutrino masses */ + double fHe; /* Helium fraction by number */ + double nH0; /* density of hydrogen today in cm^{-3} [Changed from m^{-3} in February 2015] */ + double YHe; /* Helium fraction */ + double fsR, meR; /* fine-structure constant alpha/alpha(today) + and me/me(today) (Added April 2012)*/ + double dlna, nz; + + INJ_PARAMS *inj_params; /* Structure containing all Energy-injection parameters */ + +} REC_COSMOPARAMS; + +/* Structure for HYREC-2 data */ + +typedef struct{ + HYREC_ATOMIC *atomic; + REC_COSMOPARAMS *cosmo; + double zmax; + double zmin; + long int Nz; + double *xe_output; + double *Tm_output; + int error; + int quasi_eq; + int loop_after_quasi; + int Tm_evolve_implicit; + char *error_message; + char *path_to_hyrec; + RADIATION *rad; + FIT_FUNC *fit; +} HYREC_DATA; + +/*********** EFFECTIVE 3-LEVEL A LA PEEBLES ***************/ +double SAHA_FACT(double fsR, double meR); +double LYA_FACT(double fsR, double meR); +double L2s_rescaled(double fsR, double meR); +void rescale_T(double *T, double fsR, double meR); + +double alphaB_PPB(double TM, double fsR, double meR); +double rec_TLA_dxHIIdlna(REC_COSMOPARAMS *cosmo, double xe, double xHII, double nH, double H, double TM, double TR, double Fudge); + + + +void allocate_radiation(RADIATION *rad, long int Nz, int *error, char error_message[SIZE_ErrorM]); +void free_radiation(RADIATION *rad); + + +void allocate_and_read_atomic(HYREC_ATOMIC *atomic, int *error, char *path_to_hyrec, char error_message[SIZE_ErrorM]); +void free_atomic(HYREC_ATOMIC *atomic); +void allocate_and_read_fit(FIT_FUNC *fit, int *error, char *path_to_hyrec, char error_message[SIZE_ErrorM]); +void free_fit(FIT_FUNC *fit); +void interpolate_rates(double Alpha[2], double DAlpha[2], double Beta[2], double *R2p2s, double TR, double TM_TR, + HYREC_ATOMIC *atomic, double fsR, double meR, int *error, char error_message[SIZE_ErrorM]); +double rec_swift_hyrec_dxHIIdlna(HYREC_DATA *data, double xe, double xHII, double nH, double Hubble, double TM, double TR, double z); +double rec_HMLA_dxHIIdlna(HYREC_DATA *data, double xe, double xHII, double nH, double H, double TM, double TR); +void populate_Diffusion(double *Aup, double *Adn, double *A2p_up, double *A2p_dn, + double TM, double Eb_tab[NVIRT], double A1s_tab[NVIRT]); +void populateTS_2photon(double Trr[2][2], double *Trv[2], double *Tvr[2], double *Tvv[3], + double sr[2], double sv[NVIRT], double Dtau[NVIRT], + double xe, double xHII, double TM, double TR, double nH, double H, HYREC_ATOMIC *atomic, + double Dfplus[NVIRT], double Dfplus_Ly[], + double Alpha[2], double DAlpha[2], double Beta[2], + double fsR, double meR, double exclya, int *error, char error_message[SIZE_ErrorM]); +void solveTXeqB(double *diag, double *updiag, double *dndiag, double *X, double *B, unsigned N, int *error, char error_message[SIZE_ErrorM]); +void solve_real_virt(double xr[2], double xv[NVIRT], double Trr[2][2], double *Trv[2], double *Tvr[2], + double *Tvv[3], double sr[2], double sv[NVIRT], int *error, char error_message[SIZE_ErrorM]); +double interp_Dfnu(double x0, double dx, double *ytab, unsigned int Nx, double x); +void fplus_from_fminus(double fplus[NVIRT], double fplus_Ly[], double **Dfminus_hist, double **Dfminus_Ly_hist, + double TR, double zstart, unsigned iz, double z, double Eb_tab[NVIRT]); +double rec_HMLA_2photon_dxedlna(HYREC_DATA *data, double xe, double nH, double H, double TM, double TR, unsigned iz, double z); +double rec_dxHIIdlna(HYREC_DATA *data, int model, double xe, double xHII, double nH, double H, double TM, double TR, + unsigned iz, double z); + + +/************ SWITCHES FOR RADIATIVE TRANSFER. ALL SWITCHES SET TO 1 ARE THE DEFAULT MODEL ************/ + +#define EFFECT_A 1 /* 2s-->1s stimulated two-photon decays and non-thermal absorptions */ +#define EFFECT_B 1 /* Sub-Lyman alpha two-photon transitions 3s/3d<--> 1s and 4s/4d<-->1s */ +#define EFFECT_C 1 /* Super-Lyman alpha two-photon transitions 3s/3d<--> 1s and 4s/4d<-->1s */ +#define EFFECT_D 1 /* Raman scattering from 2s and 3s/3d */ +#define DIFFUSION 1 /* Lyman alpha frequency diffusion */ + +#endif diff --git a/external/HyRec2020/hyrec.c b/external/HyRec2020/hyrec.c new file mode 100644 index 00000000..6344d46d --- /dev/null +++ b/external/HyRec2020/hyrec.c @@ -0,0 +1,36 @@ +/*************************************************************************/ +/* HYREC-2 MAIN FUNCTION */ +/*************************************************************************/ +#include +#include +#include +#include "history.h" + +int main(void) { + remove("output_xe.dat"); + + HYREC_DATA rec_data; + + double zmax = 8000.; + double zmin = 0.; + + rec_data.path_to_hyrec = ""; + hyrec_allocate(&rec_data, zmax, zmin); + rec_get_cosmoparam(stdin, stderr, rec_data.cosmo); + hyrec_compute(&rec_data, MODEL); + if (rec_data.error == 1) fprintf(stderr,"%s\n",rec_data.error_message); + else { + double z = zmax; + char file[200]; + FILE *fout; + fout = fopen("output_xe.dat", "a"); + while (z > zmin) { + fprintf(fout, "%f %1.10E %1.10E\n",z,hyrec_xe(z, &rec_data),hyrec_Tm(z, &rec_data)); + z -= 1.; + } + fclose(fout); + } + hyrec_free(&rec_data); + return 0; + +} diff --git a/external/HyRec2020/hyrectools.c b/external/HyRec2020/hyrectools.c new file mode 100644 index 00000000..5e8ac170 --- /dev/null +++ b/external/HyRec2020/hyrectools.c @@ -0,0 +1,269 @@ +/******************************* HYRECTOOLS.C ******************************** +Multidimensional array creation and freeing functions. +Also, function to make linear arrays and interpolation routines. +January 2015 - added cubic interpolation for non-evenly spaced table) +*****************************************************************************/ + +#include +#include +#include +#include + +#include "hyrectools.h" + + +/****************************************************************************************************** +Square and cube, often used +******************************************************************************************************/ + +double square(double x) { + return x*x; +} + +double cube(double x) { + return x*x*x; +} + +/************************************************************************** +Creates a [n1] array. +***************************************************************************/ + +double *create_1D_array(unsigned n1, int *error, char error_message[SIZE_ErrorM]){ + + double *matrix = (double *) calloc(n1, sizeof(double)); + char sub_message[128]; + if (*error == 1) return matrix; + + if (matrix == NULL) { + sprintf(sub_message, "unable to allocate memory in create_1D_array \n"); + strcat(error_message, sub_message); + *error = 1; + } + return matrix; +} + +/************************************************************************** +Creates a [n1][n2] array. +***************************************************************************/ + +double **create_2D_array(unsigned n1, unsigned n2, int *error, char error_message[SIZE_ErrorM]){ + + unsigned i; + double **matrix = (double **) calloc(n1, sizeof(double *)); + char sub_message[128]; + if (*error == 1) return matrix; + + if (matrix == NULL){ + sprintf(sub_message, "unable to allocate memory in create_2D_array \n"); + strcat(error_message, sub_message); + *error = 1; + } + for (i = 0; i < n1; i++) matrix[i] = create_1D_array(n2, error, error_message); + + return matrix; +} + +/******************************************************************************* +Frees the memory of a [n1][] array. +********************************************************************************/ + +void free_2D_array(double **matrix, unsigned n1){ + + unsigned i; + for (i = 0; i < n1; i++) free(matrix[i]); + + free(matrix); +} + +/********************************************************************************* +Creates a [n1][n2][n3] matrix. +**********************************************************************************/ + +double ***create_3D_array(unsigned n1, unsigned n2, unsigned n3, int *error, char error_message[SIZE_ErrorM]){ + + unsigned i; + double ***matrix = (double ***) calloc(n1, sizeof(double **)); + char sub_message[128]; + if (*error == 1) return matrix; + + if (matrix == NULL) { + sprintf(sub_message, "unable to allocate memory in create_3D_array \n"); + strcat(error_message, sub_message); + *error = 1; + } + for (i = 0; i < n1; i++) matrix[i] = create_2D_array(n2, n3, error, error_message); + + return matrix; +} + +/*********************************************************************************** +Frees memory of a [n1][n2][] matrix +***********************************************************************************/ + +void free_3D_array(double ***matrix, unsigned n1, unsigned n2) { + unsigned i; + for (i = 0; i < n1; i++) free_2D_array(matrix[i], n2); + + free(matrix); +} + +/******************************************************************************************** +Making an evenly spaced array. +Input: xmin, xmax, Nx, xtab. +xtab is changed, s.t. xtab[0] = xmin, xtab[Nx-1] = xmax, evenly spaced. +ATTENTION: there will be Nx points, and Nx-1 intervals. +**********************************************************************************************/ + +void maketab(double xmin, double xmax, unsigned Nx, double *xtab){ + unsigned i; + double h = (xmax - xmin)/(Nx - 1.0); + + for (i = 0; i < Nx; i++) xtab[i] = xmin + i * h; +} + +/************************************************************************************ + Interpolation routine for 1-D table. Uses cubic interpolation assuming + uniformly spaced x-values, x0 ... x0+(Nx-1)*dx. +The table is assumed to have dimension Nx >= 4 +*************************************************************************************/ + +double rec_interp1d(double x0, double dx, double *ytab, unsigned int Nx, double x, int *error, char error_message[SIZE_ErrorM]) { + + long ix; + double frac; + char sub_message[128]; + if (*error == 1) return 0.; + + /* Check if in range */ + if (dx > 0 && (xx0+dx*(Nx-1))) { + sprintf(sub_message,"x-value out of range in interpolation in rec_interp1d.\n"); + strcat(error_message, sub_message); + *error = 1; + return 0.; + } + if (dx < 0 && (x>x0 || xNx-3) ix=Nx-3; + frac = (x-x0)/dx-ix; + ytab += ix-1; + + /* Return value */ + return( + -ytab[0]*frac*(1.-frac)*(2.-frac)/6. + +ytab[1]*(1.+frac)*(1.-frac)*(2.-frac)/2. + +ytab[2]*(1.+frac)*frac*(2.-frac)/2. + -ytab[3]*(1.+frac)*frac*(1.-frac)/6. + ); +} + +/************************************************************************************ + Interpolation routine for 2-D table. Uses bicubic interpolation assuming + uniformly spaced x1 and x2-values. +*************************************************************************************/ + +double rec_interp2d(double x10, double dx1, double x20, double dx2, double **ytab, + unsigned int Nx1, unsigned int Nx2, double x1, double x2, int *error, char error_message[SIZE_ErrorM]) { + + int j; + long ix1; + double frac1; + double temp[4]; + char sub_message[128]; + if (*error == 1) return 0.; + + /* Check if in range in x1 */ + if (x1x10+dx1*(Nx1-1)) { + sprintf(sub_message,"x-value out of range in interpolation in rec_interp2d.\n"); + strcat(error_message, sub_message); + *error = 1; + return 0.; + } + + /* Identify location to interpolate in x1 */ + ix1 = (long)floor((x1-x10)/dx1); + if (ix1<1) ix1=1; + if (ix1>Nx1-3) ix1=Nx1-3; + frac1 = (x1-x10)/dx1-ix1; + ytab += ix1-1; + + /* Get values interpolated over x2 at the 4 neighboring points in x1 */ + for(j=0;j<4;j++) temp[j] = rec_interp1d(x20,dx2,ytab[j],Nx2,x2, error, error_message); + + return( + -temp[0]*frac1*(1.-frac1)*(2.-frac1)/6. + +temp[1]*(1.+frac1)*(1.-frac1)*(2.-frac1)/2. + +temp[2]*(1.+frac1)*frac1*(2.-frac1)/2. + +temp[3]*(1.+frac1)*frac1*(frac1-1.)/6. + ); +} + +/******************************************************************************** +Cubic interpolation for non-regular grid +*******************************************************************************/ + + +double rec_interpol_G(double x, double *xtab, double *ytab, unsigned int Nx, int *error, char error_message[SIZE_ErrorM]) { + + char sub_message[128]; + if (*error == 1) return 0.; + + if (Nx < 4) { + sprintf(sub_message, "Table needs to be of dimension 4 at least in rec_interpol_G.\n"); + strcat(error_message, sub_message); + *error = 1; + return 0.; + } + if (xtab[0] > xtab[1]) { + sprintf(sub_message, "Array does not seem to be increasing in rec_interpol_G.\n"); + strcat(error_message, sub_message); + *error = 1; + return 0.; + } + if (x < xtab[0] || x >= xtab[Nx-1]) { + sprintf(sub_message, "x-value out of range in rec_interpol_G.\n"); + strcat(error_message, sub_message); + *error = 1; + return 0.; + } + + long int ix; + long int ilo = 0; + long int ihi = Nx-1; + long int imid; + + while (ihi - ilo > 1) { + imid = (ihi + ilo)/2; + if (x >= xtab[imid]) ilo = imid; + if (x < xtab[imid]) ihi = imid; + } + + ix = ilo; + + if (ix<1) ix = 1; + if (ix>Nx-3) ix = Nx-3; + xtab += ix-1; + ytab += ix-1; + + /* Return value */ + return( + ytab[0] *(x-xtab[1])*(x-xtab[2])*(x-xtab[3]) + /(xtab[0]-xtab[1])/(xtab[0]-xtab[2])/(xtab[0]-xtab[3]) + + ytab[1] *(x-xtab[0])*(x-xtab[2])*(x-xtab[3]) + /(xtab[1]-xtab[0])/(xtab[1]-xtab[2])/(xtab[1]-xtab[3]) + + ytab[2] *(x-xtab[0])*(x-xtab[1])*(x-xtab[3]) + /(xtab[2]-xtab[0])/(xtab[2]-xtab[1])/(xtab[2]-xtab[3]) + + ytab[3] *(x-xtab[0])*(x-xtab[1])*(x-xtab[2]) + /(xtab[3]-xtab[0])/(xtab[3]-xtab[1])/(xtab[3]-xtab[2]) + ); +} + + + diff --git a/external/HyRec2020/hyrectools.h b/external/HyRec2020/hyrectools.h new file mode 100644 index 00000000..6e17d9a0 --- /dev/null +++ b/external/HyRec2020/hyrectools.h @@ -0,0 +1,23 @@ +/******************************* HYRECTOOLS.H ******************************** +Multidimensional array creation and freeing functions. +Also, function to make linear arrays and interpolation routines. +*****************************************************************************/ + +#ifndef __HYRECTOOLS__ +#define __HYRECTOOLS__ + +#define SIZE_ErrorM 2048 +double square(double x); +double cube(double x); +double *create_1D_array(unsigned n1, int *error, char error_message[SIZE_ErrorM]); +double **create_2D_array(unsigned n1, unsigned n2, int *error, char error_message[SIZE_ErrorM]); +void free_2D_array(double **matrix, unsigned n1); +double ***create_3D_array(unsigned n1, unsigned n2, unsigned n3, int *error, char error_message[SIZE_ErrorM]); +void free_3D_array(double ***matrix, unsigned n1, unsigned n2); +void maketab(double xmin, double xmax, unsigned Nx, double *xtab); +double rec_interp1d(double x0, double dx, double *ytab, unsigned int Nx, double x, int *error, char error_message[SIZE_ErrorM]); +double rec_interp2d(double x10, double dx1, double x20, double dx2, double **ytab, + unsigned int Nx1, unsigned int Nx2, double x1, double x2, int *error, char error_message[SIZE_ErrorM]); +double rec_interpol_G(double x, double *xtab, double *ytab, unsigned int Nx, int *error, char error_message[SIZE_ErrorM]); + +#endif diff --git a/external/HyRec2020/input.dat b/external/HyRec2020/input.dat new file mode 100644 index 00000000..21ebfc78 --- /dev/null +++ b/external/HyRec2020/input.dat @@ -0,0 +1,66 @@ +6.735837e-01 +2.7255 +0.0494142797907188 +0.31242079216478097 +0. +-1 0 +1. +0.06 +0. +0. +0.245 +3.046 + +1. +1. +0. +0. +0. +0. +0. +0. +0. +0 +0. + +1. +0. + + +===================================================================== +Input parameter file for Hyrec (default values given as examples). +The parameters have to be entered in the order shown, and +correspond to the following inputs. +All parameters must be present +===================================================================== + +0.70 = h H0/(100 km/s/Mpc) +2.7255 = T0 CMB temperature today, in K +0.04 = Omega_b baryon density parameter +0.26 = Omega_cb matter (baryon + CDM) density parameter +0. = Omega_k curvature density parameter -- Omega_Lambda is deduced from these +-1, 0 = w0, wa dark energy equation of state parameters +1. = Nmnu number of massive neutrino +0.06 = mnu1 mass of the first neutrino -- Massive ones should come first +0. = mnu2 mass of the second neutrino +0. = mnu3 mass of the third neutirno +0.245 = Y_He Helium mass fraction +3.046 = Neff total effective number of neutrinos (massive + massless) + +1. = alpha(rec)/alpha(today) ratio of fine structure constant at recombination to today's value + If it's not 1, a smaller timestep might be needed. Decrease timestep in history.h if needed. +1. = me(rec)/me(today) ratio of electron mass at recombination to today's value + +0. = pann = f/m_DM dark matter annihilation parameter, in cm^3/s/GeV +0. = pann_halo +0. = ann_z +0. = ann_zmax +0. = ann_zmin +0. = ann_var +0. = ann_z_halo +0 = on_the_spot 1 for on-the-spot approximation. Should be an integer (without .) +0. = decay DM decay, in 1/s + +1. = Mpbh primordial black hole mass in solar masses +0. = fpbh fraction of dark matter made of PBHs + diff --git a/external/HyRec2020/output_xe.dat b/external/HyRec2020/output_xe.dat new file mode 100644 index 00000000..e5a5bd1a --- /dev/null +++ b/external/HyRec2020/output_xe.dat @@ -0,0 +1,8000 @@ +8000.000000 1.1634102785E+00 2.1806725500E+04 +7999.000000 1.1634102631E+00 2.1804000000E+04 +7998.000000 1.1634102476E+00 2.1801274500E+04 +7997.000000 1.1634102321E+00 2.1798549000E+04 +7996.000000 1.1634102165E+00 2.1795823500E+04 +7995.000000 1.1634102009E+00 2.1793098000E+04 +7994.000000 1.1634101852E+00 2.1790372500E+04 +7993.000000 1.1634101694E+00 2.1787647000E+04 +7992.000000 1.1634101536E+00 2.1784921500E+04 +7991.000000 1.1634101377E+00 2.1782196000E+04 +7990.000000 1.1634101218E+00 2.1779470500E+04 +7989.000000 1.1634101058E+00 2.1776745000E+04 +7988.000000 1.1634100898E+00 2.1774019500E+04 +7987.000000 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b/external/HyRec2020/wrap_hyrec.c new file mode 100644 index 00000000..fa44c774 --- /dev/null +++ b/external/HyRec2020/wrap_hyrec.c @@ -0,0 +1,210 @@ +/** + * Small wrapper file for the hyrec code to be used in thermodynamics + * Nils Schoeneberg Feb 2019 + * */ + +#include "common.h" +#include "thermodynamics.h" +#include "wrap_hyrec.h" + + +/** + * Initialize the thermohyrec structure, and in particular HyRec 2020. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param phy Input/Output: pointer to thermohyrec structure + * @return the error status + */ +int thermodynamics_hyrec_init(struct precision* ppr, struct background * pba, struct thermodynamics * pth, double Nnow, double T_cmb, double fHe, double zstart_hyrec, struct thermohyrec* phy){ + + /** Summary: */ + + if(phy->thermohyrec_verbose > 0){ + printf(" -> Using the hyrec wrapper programmed by Nils Sch. (Oct2020)\n"); + printf(" implements HyRec2 version Oct 2020 by Yacine Ali-Haimoud, Chris Hirata, and Nanoom Lee\n"); + } + + /** - allocate necessary data structures */ + class_alloc(phy->data, + sizeof(HYREC_DATA), + phy->error_message); + + phy->zend = 0.; + phy->zstart = zstart_hyrec; + + if(phy->thermohyrec_verbose > 1){ + printf(" Starting HyRec at z = %.10e until z = %.10e\n",phy->zstart, phy->zend); + } + + /** - allocate hyrec internally */ + phy->data->path_to_hyrec = ppr->hyrec_path; + hyrec_allocate(phy->data, phy->zstart, phy->zend); + /* Error during allocation */ + if(phy->data->error != 0){ + class_call_message(phy->error_message,"hyrec_allocate",phy->data->error_message); + return _FAILURE_; + } + + /** - set cosmological parameters for hyrec */ + phy->data->cosmo->T0 = T_cmb; + phy->data->cosmo->obh2 = pba->Omega0_b*pba->h*pba->h; + phy->data->cosmo->ocbh2 = pba->Omega0_nfsm*pba->h*pba->h; + + phy->data->cosmo->YHe = pth->YHe; + phy->data->cosmo->Neff = pba->Neff; + phy->data->cosmo->fHe = fHe; /* abundance of helium relative to hydrogen by number */ + phy->data->cosmo->fsR = 1.; + phy->data->cosmo->meR = 1.; + phy->data->cosmo->nH0 = Nnow*1e-6; + + /** - set other parameters for hyrec */ + /* XEII_MIN = 1e-6 defined in history.h + HYREC-2 calculates Helium recombinations only until xHeII ~ XEII_MIN */ + phy->xHeII_limit = XHEII_MIN; + + return _SUCCESS_; +} + + +/** + * Free all memory space allocated by thermodynamics_hyrec_init + * + * @param pth Input/Output: pointer to thermohyrec structure (to be freed) + * @return the error status + */ +int thermodynamics_hyrec_free(struct thermohyrec* phy){ + + /* We just need to free hyrec (without error management) */ + hyrec_free(phy->data); + free(phy->data); + + return _SUCCESS_; +} + +/** + * Calculate the derivative of the hydrogen HII ionization fraction + * + * @param pth Input: pointer to thermodynamics structure + * @param phy Input: pointer to thermohyrec structure + * @param x_H Input: hydrogen HII ionization fraction + * @param x_He Input: helium HeIII ionization fraction + * @param nH Input: comoving total number of hydrogen atoms + * @param z Input: current cosmological redshift + * @param Hz Input: current value of hubble parameter in 1/s + * @param Tmat Input: temperature of baryons in Kelvin + * @param Trad Input: temperature of photons in Kelvin + * @param alpha Input: fine structure constant relative to today + * @param me Input: effective electron mass relative to today + * @param dx_H_dz Output: change in ionization fraction of hydrogen HII + * @return the error status + */ +int hyrec_dx_H_dz(struct thermodynamics* pth, struct thermohyrec* phy, double x_H, double x_He, double xe, double nH, double z, double Hz, double Tmat, double Trad, double alpha, double me, double *dx_H_dz) { + + /** Summary: */ + + /** - define local variables */ + struct injection* pin = &(pth->in); + long iz = 0; + int model; + double Trad_phys; + + /** - do tests */ + class_test(MODEL == FULL, phy->error_message, "FULL mode is currently not allowed for HyRec-2"); + + /** - assign variables */ + if (pth->has_exotic_injection == _TRUE_) { + phy->data->cosmo->inj_params->ion = pin->pvecdeposition[pin->index_dep_ionH]/nH/(_E_H_ion_*_eV_); + phy->data->cosmo->inj_params->exclya = pin->pvecdeposition[pin->index_dep_lya]/nH/(_E_H_lya_*_eV_); + } + else{ + phy->data->cosmo->inj_params->ion = 0.; + phy->data->cosmo->inj_params->exclya = 0.; + } + if (pth->has_varconst == _TRUE_) { + phy->data->cosmo->fsR = alpha; + phy->data->cosmo->meR = me; + } + + Trad_phys = Trad*kBoltz; + if (pth->has_varconst == _TRUE_) { + Trad_phys /= phy->data->cosmo->fsR*phy->data->cosmo->fsR*phy->data->cosmo->meR; //According to 1705.03925 + } + + if (Trad_phys <= TR_MIN || Tmat/Trad <= T_RATIO_MIN) { model = PEEBLES; } + else { model = MODEL; } + + /** - convert to correct units, and retrieve derivative */ + *dx_H_dz = -1./(1.+z)* rec_dxHIIdlna(phy->data, model, xe, x_H, nH*1e-6, Hz, Tmat*kBoltz, Trad*kBoltz, iz, z); + + /** - do error management */ + if(phy->data->error != 0){ + class_call_message(phy->error_message,"rec_dxHIIdlna",phy->data->error_message); + return _FAILURE_; + } + + return _SUCCESS_; +} + +/** + * Calculate the derivative of the helium HeIII ionization fraction + * + * @param pth Input: pointer to thermodynamics structure + * @param phy Input: pointer to thermohyrec structure + * @param x_H Input: hydrogen HII ionization fraction + * @param x_He Input: helium HeIII ionization fraction + * @param xe Input: sum total ionization fraction + * @param nH Input: comoving total number of hydrogen atoms + * @param z Input: current cosmological redshift + * @param Hz Input: current value of hubble parameter in 1/s + * @param Tmat Input: temperature of baryons in Kelvin + * @param Trad Input: temperature of photons in Kelvin + * @param alpha Input: fine structure constant relative to today + * @param me Input: effective electron mass relative to today + * @param dx_He_dz Output: change in ionization fraction of helium HeIII + * @return the error status + */ +int hyrec_dx_He_dz(struct thermodynamics* pth, struct thermohyrec* phy, double x_H, double x_He, double xe, double nH, double z, double Hz, double Tmat, double Trad, double alpha, double me, double *dx_He_dz) { + + /** Summary: */ + + /** - define local variables */ + struct injection* pin = &(pth->in); + double xHeII = x_He*phy->data->cosmo->fHe; // Different definitions between CLASS and HYREC-2 + + /** - do tests */ + class_test(MODEL == FULL, phy->error_message, "FULL mode is currently not allowed for HyRec-2"); + + /** - assign variables */ + if (pth->has_exotic_injection == _TRUE_) { + phy->data->cosmo->inj_params->ion = pin->pvecdeposition[pin->index_dep_ionHe]/nH/(_E_H_ion_*_eV_); + phy->data->cosmo->inj_params->exclya = pin->pvecdeposition[pin->index_dep_lya]/nH/(_E_H_lya_*_eV_); + } + else{ + phy->data->cosmo->inj_params->ion = 0.; + phy->data->cosmo->inj_params->exclya = 0.; + } + if (pth->has_varconst == _TRUE_) { + phy->data->cosmo->fsR = alpha; + phy->data->cosmo->meR = me; + } + + if (xHeIIxHeII_limit) { + /** - don't evolve He below the limit */ + *dx_He_dz=0; + } + else { + + /** - convert to correct units, and retrieve derivative */ + *dx_He_dz = -1./(1.+z)* rec_helium_dxHeIIdlna(phy->data, z, 1.-x_H, xHeII, Hz) / phy->data->cosmo->fHe; + + /** - do error management */ + if(phy->data->error != 0){ + class_call_message(phy->error_message,"rec_helium_dxHeIIdlna",phy->data->error_message); + return _FAILURE_; + } + } + + return _SUCCESS_; +} diff --git a/external/HyRec2020/wrap_hyrec.h b/external/HyRec2020/wrap_hyrec.h new file mode 100644 index 00000000..ca9b2998 --- /dev/null +++ b/external/HyRec2020/wrap_hyrec.h @@ -0,0 +1,57 @@ +#ifndef __WRAP_HYREC__ +#define __WRAP_HYREC__ + + +//Think about include guard +#ifndef TWOG_FILE +#include "helium.h" +#include "hydrogen.h" +#include "history.h" +#endif + +#include "common.h" //Use here ONLY the things required for defining the struct (i.e. common.h for the ErrorMsg) + +struct thermohyrec{ + + HYREC_DATA *data; + + double zstart; + double zend; + + double xHeII_limit; + + ErrorMsg error_message; + + int thermohyrec_verbose; +}; + +/**************************************************************/ + +/* Boilerplate for C++ */ +#ifdef __cplusplus +extern "C" { +#endif + + int thermodynamics_hyrec_init(struct precision* ppr, struct background * pba, struct thermodynamics * pth, double Nnow, double T_cmb, double fHe, double zstart_hyrec, struct thermohyrec* phy); + + int thermodynamics_hyrec_calculate_xe(struct thermodynamics * pth, struct thermohyrec * phy, + double z, double H_in, double T_b, double T_gamma, + double* x_e, double* dxe_dlna); + + int thermodynamics_hyrec_get_xe(struct thermohyrec * phy, double z, double* x_e, double* dxdlna); + + int thermodynamics_hyrec_free(struct thermohyrec* phy); + + int hyrec_dx_H_dz(struct thermodynamics* pth, struct thermohyrec* phy, double x_H, double x_He, double xe, double nH, double z, double Hz, double Tmat, double Trad, double alpha, double me, double *dx_H_dz); + int hyrec_dx_He_dz(struct thermodynamics* pth, struct thermohyrec* phy, double x_H, double x_He, double xe, double nH, double z, double Hz, double Tmat, double Trad, double alpha, double me, double *dx_He_dz); + +#ifdef __cplusplus +} +#endif + +/* Ionization energy of hydrogen HI */ +#define _E_H_ion_ 13.5984336478 +/* Lyman-Alpha transition energy of hydrogen , approximately 3/4 of the ionization energy because (1s->2p transition and E~1/n^2) */ +#define _E_H_lya_ 10.1988356821 + +#endif diff --git a/RealSpaceInterface/Calc2D/CalculationClass.py b/external/RealSpaceInterface/Calc2D/CalculationClass.py similarity index 100% rename from RealSpaceInterface/Calc2D/CalculationClass.py rename to external/RealSpaceInterface/Calc2D/CalculationClass.py diff --git a/RealSpaceInterface/Calc2D/DataGeneration.py 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b/external/RealSpaceInterface/templates/SimulationList.html similarity index 100% rename from RealSpaceInterface/templates/SimulationList.html rename to external/RealSpaceInterface/templates/SimulationList.html diff --git a/RealSpaceInterface/templates/index.html b/external/RealSpaceInterface/templates/index.html similarity index 100% rename from RealSpaceInterface/templates/index.html rename to external/RealSpaceInterface/templates/index.html diff --git a/RealSpaceInterface/tornadoserver.py b/external/RealSpaceInterface/tornadoserver.py similarity index 97% rename from RealSpaceInterface/tornadoserver.py rename to external/RealSpaceInterface/tornadoserver.py index 04d5d937..808119e2 100644 --- a/RealSpaceInterface/tornadoserver.py +++ b/external/RealSpaceInterface/tornadoserver.py @@ -1,248 +1,248 @@ -from Calc2D.CalculationClass import Calculation - -import time -import numpy as np -from concurrent.futures import ThreadPoolExecutor -from tornado.ioloop import IOLoop -from tornado import gen -import tornado.web -import tornado.websocket -import os -import os.path -import json -import unicodedata -import logging -import base64 -import traceback -import sys - -import config - -pool = ThreadPoolExecutor(max_workers=config.MAX_THREADPOOL_WORKERS) - -def generate_redshifts(redshift_config): - logging.info(redshift_config) - arrs = [] - for conf in redshift_config: - log = conf["log"] - func = np.logspace if log else np.linspace - start = np.log10(conf["from"]) if log else conf["from"] - stop = np.log10(conf["to"]) if log else conf["to"] - arrs.append(func(start, stop, conf["points"])) - # Remove duplicates - return np.flip(np.unique(np.concatenate(arrs)), axis=0) - -# Load available colormaps -def get_colormaps(path=config.COLORMAP_PATH): - categories = [] - maps = [] - order = {'Default': 1, 'Uniform': 2, 'Diverging': 3, 'Miscellaneous': 4} - cmap_directories = list(sorted( - os.listdir(os.path.join("static", path)), - key=lambda d: order[d] - )) - for directory in cmap_directories: - categories.append(directory) - maps_for_category = [] - for cmap in os.listdir(os.path.join("static", path, directory)): - maps_for_category.append({ - 'label': cmap[:cmap.rfind(".")], - 'src': os.path.join(os.path.join(config.COLORMAP_PATH, directory, cmap)), - }) - maps.append(maps_for_category) - return categories, maps - -class SimulationHandler(tornado.web.RequestHandler): - def get(self): - categories, colormaps = get_colormaps() - self.render('RSI.html', categories=categories, colormaps=colormaps) - -class DataConnection(tornado.websocket.WebSocketHandler): - def open(self): - logging.info("Client connected!") - self.calc = Calculation(kbins=config.TRANSFER_FUNCTION_CLIENT_SAMPLES) - # Send list of `k` values only once - logging.info("Sending k range to client"); - self.write_message(json.dumps({ - "type": "krange", - "k": self.calc.krange.tolist() - })) - - def on_close(self): - logging.info("Connection was closed") - - @gen.coroutine - def on_message(self, message): - message = json.loads(message) - param_type = message['type'] - logging.debug("Received message from client: {}".format(message)) - params = message['params'] - if param_type == "Initial": - initialDataType = str(params['initialDataType']) - - size = params["xScale"] - resolution = int(params["resolution"]) - self.calc.resolution = resolution - self.calc.size = size - - logging.info("Size: {} x {} Mpc^2, resolution: {} x {}".format(size, size, resolution, resolution)) - - SIlimit = params['SILimit'] - - if SIlimit == "None": - SIlimit = None - - sigma = float(params['sigma']) - - SI_ns = params['n_s'] - if initialDataType == "SI": - A_s = 2.214 * 10**(-9) - else: - A_s = 1 - - redshift = generate_redshifts(params["redshift"]) - self.calc.redshift = redshift - - self.write_message( - json.dumps({ - 'type': 'redshift', - 'redshift': redshift.tolist() - })) - - logging.info("Submitting initial state generation to ThreadPoolExecutor") - yield pool.submit(self.set_initial_condition, sigma, initialDataType, - SIlimit, SI_ns, A_s) - self.send_initial_state() - self.write_message(json.dumps({'type': 'success', 'sort': 'Initial'})) - - elif param_type == "Cosmo": - logging.info("Received cosmological parameters") - cosmological_parameters = params - logging.info("Submitting calculation to ThreadPoolExecutor") - messages = yield pool.submit(self.set_cosmological_parameters, cosmological_parameters) - for message in messages: - self.write_message(json.dumps(message)) - elif param_type == "Start": - logging.info("Starting propagation...") - try: - for redindex, z in enumerate(self.calc.redshift): - self.send_frame(redindex) - self.write_message(json.dumps({'type': 'success', 'sort': 'Data'})) - except Exception as e: - logging.exception(e) - self.send_exception(e) - - def send_frame(self, redindex): - # `extrema`: (minimum, maximum) of (real space) data - Valuenew, FValuenew, extrema = self.calc.getData(redindex) - logging.info("Sending data for redshift = {}".format(self.calc.redshift[redindex])) - - # Create data to be displayed in transfer function window - TransferData, _ = self.calc.getTransferData(redindex) - - self.write_message(json.dumps({'type': 'extrema', 'extrema': extrema})) - progress = float(redindex) / len(self.calc.redshift) - - real = {quantity: base64.b64encode(data.astype(np.float32)) for quantity, data in Valuenew.iteritems()} - transfer = {quantity: base64.b64encode(data.astype(np.float32)) for quantity, data in TransferData.iteritems()} - self.write_message( - json.dumps({ - 'type': 'data', - 'progress': progress, - 'real': real, - 'fourier': [], - 'transfer': transfer, - })) - - def send_initial_state(self): - Value, FValue, extrema = self.calc.getInitialData() - TransferData = np.ones(config.TRANSFER_FUNCTION_CLIENT_SAMPLES) - krange = np.zeros(config.TRANSFER_FUNCTION_CLIENT_SAMPLES) - logging.info("Sending initial data to client.") - self.write_message({ - "type": "resolution", - "value": self.calc.resolution - }) - extremastring = json.dumps({'type': 'extrema', 'extrema': extrema}) - datastring = json.dumps({ - 'type': 'data', - 'real': base64.b64encode(Value.astype(np.float32)), - 'fourier': [], - 'transfer': base64.b64encode(TransferData.astype(np.float32)), - 'k': krange.tolist() - }) - self.write_message(extremastring) - self.write_message(datastring) - - - def set_initial_condition(self, sigma, initialDataType, SIlimit, SI_ns, A_s): - try: - self.calc.setInitialConditions( - sigma=sigma, - initialDataType=initialDataType, - SIlimit=SIlimit, - SI_ns=SI_ns, - A=A_s - ) - except Exception as e: - logging.exception(e) - self.send_exception(e) - - def send_exception(self, e): - self.write_message(json.dumps({'type': 'exception', 'exception': traceback.format_exc()})) - - def set_cosmological_parameters(self, cosmologicalParameters): - try: - messages = [] - logging.info("Starting calculation...") - self.calc.setCosmologialParameters(cosmologicalParameters=cosmologicalParameters) - logging.info("Finished calculation!") - - messages.append({'type': 'success', 'sort': 'Cosmo'}) - messages.append({ - 'type': 'Cl', - 'l': self.calc.tCl.l.tolist(), - 'tCl': self.calc.tCl.tCl.tolist() - }) - messages.append({ - 'type': 'mPk', - 'kh': self.calc.mPk.kh.tolist(), - 'Pkh': self.calc.mPk.Pkh.tolist() - }) - - z_of_decoupling = self.calc.z_dec - frame_of_decoupling = np.argmin(np.abs(z_of_decoupling - self.calc.redshift)) - if self.calc.redshift[frame_of_decoupling] > z_of_decoupling: - frame_of_decoupling -= 1 - messages.append({ - 'type': 'decoupling', - 'frame': frame_of_decoupling, - 'z': z_of_decoupling}) - except Exception as e: - logging.exception(e) - self.send_exception(e) - else: - return messages - - -def main(): - logging.getLogger().setLevel(logging.DEBUG) - - application = tornado.web.Application( - [ - (r"/", SimulationHandler), - (r"/datasocket", DataConnection), - ], - template_path=os.path.join(os.path.dirname(__file__), "templates"), - static_path=os.path.join(os.path.dirname(__file__), "static"), - debug=True, - ) - - PORT = config.PORT if len(sys.argv) == 1 else int(sys.argv[1]) - application.listen(PORT) - logging.info("Application launched on http://localhost:{}".format(PORT)) - IOLoop.instance().current().start() - - -if __name__ == '__main__': - main() +from Calc2D.CalculationClass import Calculation + +import time +import numpy as np +from concurrent.futures import ThreadPoolExecutor +from tornado.ioloop import IOLoop +from tornado import gen +import tornado.web +import tornado.websocket +import os +import os.path +import json +import unicodedata +import logging +import base64 +import traceback +import sys + +import config + +pool = ThreadPoolExecutor(max_workers=config.MAX_THREADPOOL_WORKERS) + +def generate_redshifts(redshift_config): + logging.info(redshift_config) + arrs = [] + for conf in redshift_config: + log = conf["log"] + func = np.logspace if log else np.linspace + start = np.log10(conf["from"]) if log else conf["from"] + stop = np.log10(conf["to"]) if log else conf["to"] + arrs.append(func(start, stop, conf["points"])) + # Remove duplicates + return np.flip(np.unique(np.concatenate(arrs)), axis=0) + +# Load available colormaps +def get_colormaps(path=config.COLORMAP_PATH): + categories = [] + maps = [] + order = {'Default': 1, 'Uniform': 2, 'Diverging': 3, 'Miscellaneous': 4} + cmap_directories = list(sorted( + os.listdir(os.path.join("static", path)), + key=lambda d: order[d] + )) + for directory in cmap_directories: + categories.append(directory) + maps_for_category = [] + for cmap in os.listdir(os.path.join("static", path, directory)): + maps_for_category.append({ + 'label': cmap[:cmap.rfind(".")], + 'src': os.path.join(os.path.join(config.COLORMAP_PATH, directory, cmap)), + }) + maps.append(maps_for_category) + return categories, maps + +class SimulationHandler(tornado.web.RequestHandler): + def get(self): + categories, colormaps = get_colormaps() + self.render('RSI.html', categories=categories, colormaps=colormaps) + +class DataConnection(tornado.websocket.WebSocketHandler): + def open(self): + logging.info("Client connected!") + self.calc = Calculation(kbins=config.TRANSFER_FUNCTION_CLIENT_SAMPLES) + # Send list of `k` values only once + logging.info("Sending k range to client"); + self.write_message(json.dumps({ + "type": "krange", + "k": self.calc.krange.tolist() + })) + + def on_close(self): + logging.info("Connection was closed") + + @gen.coroutine + def on_message(self, message): + message = json.loads(message) + param_type = message['type'] + logging.debug("Received message from client: {}".format(message)) + params = message['params'] + if param_type == "Initial": + initialDataType = str(params['initialDataType']) + + size = params["xScale"] + resolution = int(params["resolution"]) + self.calc.resolution = resolution + self.calc.size = size + + logging.info("Size: {} x {} Mpc^2, resolution: {} x {}".format(size, size, resolution, resolution)) + + SIlimit = params['SILimit'] + + if SIlimit == "None": + SIlimit = None + + sigma = float(params['sigma']) + + SI_ns = params['n_s'] + if initialDataType == "SI": + A_s = 2.214 * 10**(-9) + else: + A_s = 1 + + redshift = generate_redshifts(params["redshift"]) + self.calc.redshift = redshift + + self.write_message( + json.dumps({ + 'type': 'redshift', + 'redshift': redshift.tolist() + })) + + logging.info("Submitting initial state generation to ThreadPoolExecutor") + yield pool.submit(self.set_initial_condition, sigma, initialDataType, + SIlimit, SI_ns, A_s) + self.send_initial_state() + self.write_message(json.dumps({'type': 'success', 'sort': 'Initial'})) + + elif param_type == "Cosmo": + logging.info("Received cosmological parameters") + cosmological_parameters = params + logging.info("Submitting calculation to ThreadPoolExecutor") + messages = yield pool.submit(self.set_cosmological_parameters, cosmological_parameters) + for message in messages: + self.write_message(json.dumps(message)) + elif param_type == "Start": + logging.info("Starting propagation...") + try: + for redindex, z in enumerate(self.calc.redshift): + self.send_frame(redindex) + self.write_message(json.dumps({'type': 'success', 'sort': 'Data'})) + except Exception as e: + logging.exception(e) + self.send_exception(e) + + def send_frame(self, redindex): + # `extrema`: (minimum, maximum) of (real space) data + Valuenew, FValuenew, extrema = self.calc.getData(redindex) + logging.info("Sending data for redshift = {}".format(self.calc.redshift[redindex])) + + # Create data to be displayed in transfer function window + TransferData, _ = self.calc.getTransferData(redindex) + + self.write_message(json.dumps({'type': 'extrema', 'extrema': extrema})) + progress = float(redindex) / len(self.calc.redshift) + + real = {quantity: base64.b64encode(data.astype(np.float32)) for quantity, data in Valuenew.iteritems()} + transfer = {quantity: base64.b64encode(data.astype(np.float32)) for quantity, data in TransferData.iteritems()} + self.write_message( + json.dumps({ + 'type': 'data', + 'progress': progress, + 'real': real, + 'fourier': [], + 'transfer': transfer, + })) + + def send_initial_state(self): + Value, FValue, extrema = self.calc.getInitialData() + TransferData = np.ones(config.TRANSFER_FUNCTION_CLIENT_SAMPLES) + krange = np.zeros(config.TRANSFER_FUNCTION_CLIENT_SAMPLES) + logging.info("Sending initial data to client.") + self.write_message({ + "type": "resolution", + "value": self.calc.resolution + }) + extremastring = json.dumps({'type': 'extrema', 'extrema': extrema}) + datastring = json.dumps({ + 'type': 'data', + 'real': base64.b64encode(Value.astype(np.float32)), + 'fourier': [], + 'transfer': base64.b64encode(TransferData.astype(np.float32)), + 'k': krange.tolist() + }) + self.write_message(extremastring) + self.write_message(datastring) + + + def set_initial_condition(self, sigma, initialDataType, SIlimit, SI_ns, A_s): + try: + self.calc.setInitialConditions( + sigma=sigma, + initialDataType=initialDataType, + SIlimit=SIlimit, + SI_ns=SI_ns, + A=A_s + ) + except Exception as e: + logging.exception(e) + self.send_exception(e) + + def send_exception(self, e): + self.write_message(json.dumps({'type': 'exception', 'exception': traceback.format_exc()})) + + def set_cosmological_parameters(self, cosmologicalParameters): + try: + messages = [] + logging.info("Starting calculation...") + self.calc.setCosmologialParameters(cosmologicalParameters=cosmologicalParameters) + logging.info("Finished calculation!") + + messages.append({'type': 'success', 'sort': 'Cosmo'}) + messages.append({ + 'type': 'Cl', + 'l': self.calc.tCl.l.tolist(), + 'tCl': self.calc.tCl.tCl.tolist() + }) + messages.append({ + 'type': 'mPk', + 'kh': self.calc.mPk.kh.tolist(), + 'Pkh': self.calc.mPk.Pkh.tolist() + }) + + z_of_decoupling = self.calc.z_dec + frame_of_decoupling = np.argmin(np.abs(z_of_decoupling - self.calc.redshift)) + if self.calc.redshift[frame_of_decoupling] > z_of_decoupling: + frame_of_decoupling -= 1 + messages.append({ + 'type': 'decoupling', + 'frame': frame_of_decoupling, + 'z': z_of_decoupling}) + except Exception as e: + logging.exception(e) + self.send_exception(e) + else: + return messages + + +def main(): + logging.getLogger().setLevel(logging.DEBUG) + + application = tornado.web.Application( + [ + (r"/", SimulationHandler), + (r"/datasocket", DataConnection), + ], + template_path=os.path.join(os.path.dirname(__file__), "templates"), + static_path=os.path.join(os.path.dirname(__file__), "static"), + debug=True, + ) + + PORT = config.PORT if len(sys.argv) == 1 else int(sys.argv[1]) + application.listen(PORT) + logging.info("Application launched on http://localhost:{}".format(PORT)) + IOLoop.instance().current().start() + + +if __name__ == '__main__': + main() diff --git a/external/RecfastCLASS/wrap_recfast.c b/external/RecfastCLASS/wrap_recfast.c new file mode 100644 index 00000000..f389efd3 --- /dev/null +++ b/external/RecfastCLASS/wrap_recfast.c @@ -0,0 +1,364 @@ +#include "wrap_recfast.h" +#include "thermodynamics.h" + + +/** + ********************************************************************************************************************************* + * RECFAST is an integrator for Cosmic Recombination of Hydrogen and Helium, developed by Douglas Scott (dscott@astro.ubc.ca) + * based on calculations in the paper Seager, Sasselov & Scott (ApJ, 523, L1, 1999) and "fudge" updates in Wong, Moss & Scott (2008). + * + * Permission to use, copy, modify and distribute without fee or royalty at any tier, this software and its documentation, for any + * purpose and without fee or royalty is hereby granted, provided that you agree to comply with the following copyright notice and + * statements, including the disclaimer, and that the same appear on ALL copies of the software and documentation, + * including modifications that you make for internal use or for distribution: + * + * Copyright 1999-2010 by University of British Columbia. All rights reserved. + * + * THIS SOFTWARE IS PROVIDED "AS IS", AND U.B.C. MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR IMPLIED. + * BY WAY OF EXAMPLE, BUT NOT LIMITATION, U.B.C. MAKES NO REPRESENTATIONS OR WARRANTIES OF MERCHANTABILITY + * OR FITNESS FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF THE LICENSED SOFTWARE OR DOCUMENTATION WILL NOT INFRINGE + * ANY THIRD PARTY PATENTS, COPYRIGHTS, TRADEMARKS OR OTHER RIGHTS. + ********************************************************************************************************************************* + * + * Version 1.5: includes extra fitting function from Rubino-Martin et al. arXiv:0910.4383v1 [astro-ph.CO] + * + * Additional changes by Nils Schöneberg to account for a variation of fundamental constants in accordance with 1705.03925 + */ + +int recfast_init(struct precision* ppr, + struct background* pba, + struct thermodynamics* pth, + struct thermorecfast * pre, + enum recfast_photoion_modes recfast_photoion_mode, + double fHe) { + + /** Define local quantities */ + double Lalpha,Lalpha_He; + + /** - Import some thermodynamical quantities */ + pre->fHe = fHe; + pre->photoion_mode = recfast_photoion_mode; + + /** - read a few precision/cosmological parameters */ + pre->AGauss1 = ppr->recfast_AGauss1; + pre->AGauss2 = ppr->recfast_AGauss2; + pre->zGauss1 = ppr->recfast_zGauss1; + pre->zGauss2 = ppr->recfast_zGauss2; + pre->wGauss1 = ppr->recfast_wGauss1; + pre->wGauss2 = ppr->recfast_wGauss2; + pre->Hswitch = ppr->recfast_Hswitch; + pre->Heswitch = ppr->recfast_Heswitch; + pre->x_H0_trigger2 = ppr->recfast_x_H0_trigger2; + pre->x_He0_trigger2 = ppr->recfast_x_He0_trigger2; + pre->fudge_H = ppr->recfast_fudge_H; + pre->fudge_He = ppr->recfast_fudge_He; + pre->x_H_limit_KHe = 0.9999999; /* threshold changed by Antony Lewis in 2008 to get smoother Helium */ + pre->x_H_limit_CfHe_t = 0.99999; + pre->max_exp_boltz = 680.; /* The actual threshold is more around 709.8, but this leaves some wiggle-room */ + pre->x_He_trigger_small = 5.0e-9; + + pre->z_switch_late = ppr->recfast_z_switch_late; + + /** - Adjust fudging factors if needed */ + if (pre->Hswitch == _TRUE_){ + pre->fudge_H += ppr->recfast_delta_fudge_H; + } + + + /** - Assign quantities that have to be calculated first */ + /* These factors use inverse wavenumbers _L_ since they are most accurately measured */ + /* Lyman alpha wavelengths */ + Lalpha = 1./_L_H_alpha_; + Lalpha_He = 1./_L_He_2p_; + /* Ionization-lya temperature differences */ + pre->CDB = _h_P_*_c_*(_L_H_ion_-_L_H_alpha_)/_k_B_; + pre->CDB_He = _h_P_*_c_*(_L_He1_ion_-_L_He_2s_)/_k_B_; + /* Ionization temperatures */ + pre->CB1 = _h_P_*_c_*_L_H_ion_/_k_B_; // equivalent to ptw->const_Tion_H + pre->CB1_He1 = _h_P_*_c_*_L_He1_ion_/_k_B_; // equivalent to ptw->const_Tion_HeI + pre->CB1_He2 = _h_P_*_c_*_L_He2_ion_/_k_B_; // equivalent to ptw->const_Tion_HeII + /* Constants defined for the Peeble's factors */ + pre->CR = 2.*_PI_*(_m_e_/_h_P_)*(_k_B_/_h_P_); // equivalent to ptw->const_NR_numberdens + pre->CK = pow(Lalpha,3)/(8.*_PI_); + pre->CK_He = pow(Lalpha_He,3)/(8.*_PI_); + /* Lyman alpha temperature */ + pre->CL = _c_*_h_P_/(_k_B_*Lalpha); + pre->CL_He = _c_*_h_P_/(_k_B_/_L_He_2s_); + pre->CL_Het = _h_P_*_c_*_L_He_2St_/_k_B_; + /* Helium 2s->2p transition temperature*/ + pre->CDB_He2s2p = _h_P_*_c_*(_L_He_2p_-_L_He_2s_)/_k_B_; + + /** - Test schemes */ + /* He fudging */ + class_test((ppr->recfast_Heswitch < 0) || (ppr->recfast_Heswitch > 6), + pre->error_message, + "RECFAST error: unknown He fudging scheme"); + /* H fudging */ + class_test((ppr->recfast_Hswitch != _TRUE_) && (ppr->recfast_Hswitch != _FALSE_), + pre->error_message, + "RECFAST error: unknown H fudging scheme"); + + return _SUCCESS_; + +} + +/** + * The hydrogen switches are + * - 0 => Only take normal K_H + * - 1 => Add simple corections to K_H from gaussian fit + * */ +int recfast_dx_H_dz(struct thermodynamics* pth, struct thermorecfast * pre, double x_H, double x, double nH, + double z, double Hz, double Tmat, double Trad, + double* dxH_dz) { + + /** Define local variables */ + struct injection* pin = &(pth->in); + /* new in recfast 1.4: */ + double Rup,Rdown,K,C,C_nofudge; + double ion_H,ion_He,ion_lya; + + /* Einstein coefficient of 2s -> 1s transition in hydrogen */ + double A2s1sH = _Lambda_; + + /* Varying fundamental constants */ + if (pth->has_varconst == _TRUE_) { + /** - Rescale temperatures by factor alpha^2 * m_e (see e.g. 1705.03925) */ + Tmat /= pre->fsR*pre->fsR*pre->meR; + Trad /= pre->fsR*pre->fsR*pre->meR; + } + + /** - Get necessary coefficients */ + Rdown = 1.e-19*_a_PPB_*pow((Tmat/1.e4),_b_PPB_)/(1.+_c_PPB_*pow((Tmat/1.e4),_d_PPB_)); + switch (pre->photoion_mode){ + case recfast_photoion_Tmat: + Rup = Rdown * pow((pre->CR*Tmat),1.5)*exp(-pre->CDB/Tmat); + break; + default: + case recfast_photoion_Trad: + Rup = 1.e-19*_a_PPB_*pow((Trad/1.e4),_b_PPB_)/(1.+_c_PPB_*pow((Trad/1.e4),_d_PPB_)) * pow((pre->CR*Trad),1.5)*exp(-pre->CDB/Trad); + break; + } + K = pre->CK/Hz; + + /* following is from recfast 1.5 */ + /** - Adjust the K constant with double gaussian fit */ + if (pre->Hswitch == _TRUE_ ){ + K *= 1. + + pre->AGauss1*exp(-pow((log(1.+z)-pre->zGauss1)/pre->wGauss1,2)) + + pre->AGauss2*exp(-pow((log(1.+z)-pre->zGauss2)/pre->wGauss2,2)); + } + /* end of new recfast 1.5 piece */ + + /* Varying fundamental constants */ + if (pth->has_varconst == _TRUE_) { + /** - Rescale by various powers of fsR = relative alpha and meR = relative m_e (see e.g. 1705.03925) */ + Rdown *= pre->fsR*pre->fsR/pre->meR/pre->meR; + Rup *= pre->fsR*pre->fsR*pre->fsR*pre->fsR*pre->fsR*pre->meR; + K *= 1./pow(pre->fsR*pre->fsR*pre->meR,3); + A2s1sH *= pow(pre->fsR, 8)*pre->meR; + } + + /** - Calculate Peebles' coefficient */ + /* Peebles' coefficient (approximated as one when the Hydrogen + * ionization fraction is very close to one) */ + if (x_H < pre->x_H0_trigger2 || z < pre->z_switch_late) { + C = (1. + K*A2s1sH*nH*(1.-x_H))/(1./pre->fudge_H+K*A2s1sH*nH*(1.-x_H)/pre->fudge_H +K*Rup*nH*(1.-x_H)); + C_nofudge = (1. + K*A2s1sH*nH*(1.-x_H))/(1.+K*A2s1sH*nH*(1.-x_H) + K*Rup*nH*(1.-x_H)); + } + else { + C = 1.; + C_nofudge = 1.; + } + + /** - Evolve system by fudged Peebles' equation, use fudged Peebles' coefficient C */ + *dxH_dz = (x*x_H*nH*Rdown - Rup*(1.-x_H)*exp(-pre->CL/Tmat)) * C / (Hz*(1.+z)); + + /** - Energy injection */ + if (pth->has_exotic_injection == _TRUE_) { + ion_H = pin->pvecdeposition[pin->index_dep_ionH]; + ion_He = pin->pvecdeposition[pin->index_dep_ionHe]; + ion_lya = pin->pvecdeposition[pin->index_dep_lya]; + + *dxH_dz += -1./nH*((ion_H+ion_He)/(_E_H_ion_*_eV_)+ion_lya*(1.-C_nofudge)/(_E_H_lya_*_eV_))/(Hz*(1.+z)); + } + + return _SUCCESS_; +} + +/** + * The helium switches are + * - 0 => Only take normal K_He + * - 1 => Add simple corections to K_He + * - 2 => Add simple + doppler corrections to K_He + * - 3 => Add simple + triple corrections to K_He, but not doppler + * - 4 => Add simple + triple + triple doppler corrections to K_He, but not normal doppler + * - 5 => Add simple + triple + doppler corrections to K_He, but not triple doppler + * - 6 => Add simple + triple + doppler + triple doppler corrections to K_He + * */ +int recfast_dx_He_dz(struct thermodynamics* pth, struct thermorecfast * pre, double x_He, double x, double x_H, double nH, + double z, double Hz, double Tmat, double Trad, + double* dxHe_dz) { + + /** Define local variables */ + double Rdown_trip,Rup_trip,tauHe_s,pHe_s,tauHe_t,pHe_t,CL_PSt; + double Doppler,gamma_2Ps,gamma_2Pt,pb,qb,AHcon; + double sq_0,sq_1; + double K_He,Rup_He,Rdown_He,He_Boltz; + double CfHe_t=0.; + double C_He; + double n_He; + int Heflag; + + /* Einstein coefficient of 2s -> 1s transition in helium */ + double A2s1sHe = _Lambda_He_; + + /* This is just to prevent the compiler complaining: + Technically Rdown_trip/Rup_trip should always be fine */ + Rdown_trip = 0.; Rup_trip = 0.; + + /* Varying fundamental constants */ + if (pth->has_varconst == _TRUE_) { + /** - Rescale temperatures by factor alpha^2 * m_e (see e.g. 1705.03925) */ + Tmat /= pre->fsR*pre->fsR*pre->meR; + Trad /= pre->fsR*pre->fsR*pre->meR; + } + + /** - Local variables and coefficients */ + n_He = pre->fHe * nH; + sq_0 = sqrt(Tmat/_T_0_); + sq_1 = sqrt(Tmat/_T_1_); + + Rdown_He = _a_VF_/(sq_0 * pow((1.+sq_0),(1.-_b_VF_)) * pow((1. + sq_1),(1. + _b_VF_))); + switch (pre->photoion_mode){ + case recfast_photoion_Tmat: + Rup_He = 4.*Rdown_He*pow((pre->CR*Tmat),1.5)*exp(-pre->CDB_He/Tmat); + break; + case recfast_photoion_Trad: + default: + Rup_He = 4.*_a_VF_/(sqrt(Trad/_T_0_) * pow((1.+sqrt(Trad/_T_0_)),(1.-_b_VF_)) * pow((1. + sqrt(Trad/_T_1_)),(1. + _b_VF_))) * pow((pre->CR*Trad),1.5)*exp(-pre->CDB_He/Trad); + break; + } + + /** - The K_He is calculated up to the required accuracy */ + if ((x_He < pre->x_He_trigger_small) || (x_He > pre->x_He0_trigger2)){ + Heflag = 0; + } + else if(zz_switch_late){ + Heflag = 2; + } + else{ + Heflag = pre->Heswitch; + } + + /* Simplest case : as defined in the equation */ + if (Heflag == 0){ + K_He = pre->CK_He/Hz; + } + /* More difficult cases : Take into account additional contributions */ + else { + tauHe_s = _A2P_s_*pre->CK_He*3.*n_He*(1.-x_He)/Hz; + pHe_s = (1.-exp(-tauHe_s))/tauHe_s; + K_He = 1./(_A2P_s_*pHe_s*3.*n_He*(1.-x_He)); + + /* In doppler mode (2) or in all mode (>=5), take doppler corrections */ + if (((Heflag == 2) || (Heflag >= 5)) && (x_H < pre->x_H_limit_KHe)) { + + Doppler = 2.*_k_B_*Tmat/(_m_H_*_not4_*_c_*_c_); + Doppler = _c_*_L_He_2p_*sqrt(Doppler); + gamma_2Ps = 3.*_A2P_s_*pre->fHe*(1.-x_He)*_c_*_c_ + /(sqrt(_PI_)*_sigma_He_2Ps_*8.*_PI_*Doppler*(1.-x_H)) + /pow(_c_*_L_He_2p_,2); + pb = 0.36; + qb = pre->fudge_He; + AHcon = _A2P_s_/(1.+pb*pow(gamma_2Ps,qb)); + K_He=1./((_A2P_s_*pHe_s+AHcon)*3.*n_He*(1.-x_He)); + } + + /* In modes where triple He is added (>=3), calculate the triple He CfHe_t */ + if (Heflag >= 3) { + Rdown_trip = _a_trip_/(sq_0*pow((1.+sq_0),(1.-_b_trip_)) * pow((1.+sq_1),(1.+_b_trip_))); + switch (pre->photoion_mode){ + case recfast_photoion_Tmat: + Rup_trip = Rdown_trip*exp(-_h_P_*_c_*_L_He2St_ion_/(_k_B_*Tmat))*pow(pre->CR*Tmat,1.5)*4./3.; + break; + case recfast_photoion_Trad: + default: + Rup_trip = _a_trip_/(sqrt(Trad/_T_0_)*pow((1.+sqrt(Trad/_T_0_)),(1.-_b_trip_)) * pow((1.+sqrt(Trad/_T_1_)),(1.+_b_trip_))) *exp(-_h_P_*_c_*_L_He2St_ion_/(_k_B_*Trad))*pow(pre->CR*Trad,1.5)*4./3.; + break; + } + /* Varying fundamental constants */ + if (pth->has_varconst == _TRUE_) { + /** - Rescale by various powers of fsR = relative alpha and meR = relative m_e (see e.g. 1705.03925) */ + Rdown_trip *= pre->fsR*pre->fsR/pre->meR/pre->meR; + Rup_trip *= pre->fsR*pre->fsR*pre->fsR*pre->fsR*pre->fsR*pre->meR; + } + + tauHe_t = _A2P_t_*n_He*(1.-x_He)*3./(8.*_PI_*Hz*pow(_L_He_2Pt_,3)); + pHe_t = (1. - exp(-tauHe_t))/tauHe_t; + CL_PSt = _h_P_*_c_*(_L_He_2Pt_ - _L_He_2St_)/_k_B_; + /* In triple He default mode, or mode 5, take simple term */ + if ((Heflag == 3) || (Heflag == 5) || (x_H >= pre->x_H_limit_CfHe_t)) { + CfHe_t = _A2P_t_*pHe_t*exp(-CL_PSt/Tmat); + CfHe_t = CfHe_t/(Rup_trip+CfHe_t); + } + /* In triple He doppler mode (4) or all mode (>=6), take doppler corrections */ + else { + Doppler = 2.*_k_B_*Tmat/(_m_H_*_not4_*_c_*_c_); + Doppler = _c_*_L_He_2Pt_*sqrt(Doppler); + gamma_2Pt = 3.*_A2P_t_*pre->fHe*(1.-x_He)*_c_*_c_ + /(sqrt(_PI_)*_sigma_He_2Pt_*8.*_PI_*Doppler*(1.-x_H)) + /pow(_c_*_L_He_2Pt_,2); + pb = 0.66; + qb = 0.9; + AHcon = _A2P_t_/(1.+pb*pow(gamma_2Pt,qb))/3.; + CfHe_t = (_A2P_t_*pHe_t+AHcon)*exp(-CL_PSt/Tmat); + CfHe_t = CfHe_t/(Rup_trip+CfHe_t); + } + } + } + + /* Varying fundamental constants */ + if (pth->has_varconst == _TRUE_) { + /** - Rescale temperatures by various powers of fsR = relative alpha and meR = relative m_e (see e.g. 1705.03925) */ + Rdown_He *= pre->fsR*pre->fsR/pre->meR/pre->meR; + Rup_He *= pre->fsR*pre->fsR*pre->fsR*pre->fsR*pre->fsR*pre->meR; + } + + /** - Final helium equations, again fudged Peebles' equations are used */ + if (x_He < 1.e-15){ + *dxHe_dz=0.; + } + else { + + /* Calculate first the boltzmann factor (limited for numerical reasons) */ + if (pre->CDB_He2s2p/Tmat < pre->max_exp_boltz){ + He_Boltz=exp(pre->CDB_He2s2p/Tmat); + } + else{ + He_Boltz=exp(pre->max_exp_boltz); + } + + /* Varying fundamental constants */ + if (pth->has_varconst == _TRUE_) { + K_He /= pow(pre->fsR*pre->fsR*pre->meR,3); + A2s1sHe *= pow(pre->fsR, 8)*pre->meR; + } + C_He = (1. + K_He*A2s1sHe*n_He*(1.-x_He)*He_Boltz)/(1. + K_He*(A2s1sHe+Rup_He)*n_He*(1.-x_He)*He_Boltz); + + /** Final He quations by Peebles with K_He*/ + *dxHe_dz = (x*x_He*nH*Rdown_He - Rup_He*(1.-x_He)*exp(-pre->CL_He/Tmat)) * C_He / (Hz*(1+z)); + + /* following is from recfast 1.4 (now reordered) */ + /* this correction is not self-consistent when there is energy injection from dark matter, and leads to nan's at small redshift (unimportant when reionization takes over before that redshift) */ + /* Corrections due to triple helium, only when Heflag >=3 */ + if (Heflag >= 3){ + /** CfHe_t correction */ + *dxHe_dz += (x*x_He*nH*Rdown_trip - (1.-x_He)*3.*Rup_trip*exp(-pre->CL_Het/Tmat)) *CfHe_t/(Hz*(1.+z)); + } + /* end of new recfast 1.4 piece */ + } + + /** - No He Energy injection */ + + return _SUCCESS_; +} diff --git a/external/RecfastCLASS/wrap_recfast.h b/external/RecfastCLASS/wrap_recfast.h new file mode 100644 index 00000000..9b2e0d3a --- /dev/null +++ b/external/RecfastCLASS/wrap_recfast.h @@ -0,0 +1,142 @@ +#ifndef __RECFAST_CLASS__ +#define __RECFAST_CLASS__ + +#include "common.h" //Use here ONLY the things required for defining the struct (i.e. common.h for the ErrorMsg) + +// By default, recfast assumes photo-ionization coefficients depending on Tmat +// However, this is an approximation (see e.g. arXiV:1605.03928 page 10, arXiV:1503.04827 page 2, right column) +// We thus also give the user the ability to use the dependence on Tgamma = T_photon(z) = Tcmb * (1+z) instead +enum recfast_photoion_modes {recfast_photoion_Tmat, recfast_photoion_Trad}; + +struct thermorecfast { + + double CDB; /**< defined as in RECFAST */ + double CR; /**< defined as in RECFAST */ + double CK; /**< defined as in RECFAST */ + double CL; /**< defined as in RECFAST */ + double fHe; /**< defined as in RECFAST */ + double YHe; + double CDB_He; /**< defined as in RECFAST */ + double CK_He; /**< defined as in RECFAST */ + double CL_He; /**< defined as in RECFAST */ + double CL_Het; + double H_frac; /**< defined as in RECFAST */ + double Tnow; /**< defined as in RECFAST */ + double Nnow; /**< defined as in RECFAST */ + double CDB_He2s2p; /**< Bfact in RECFAST */ + double CB1; /**< defined as in RECFAST */ + double CB1_He1; /**< defined as in RECFAST */ + double CB1_He2; /**< defined as in RECFAST */ + + double H0; + + double AGauss1; + double AGauss2; + double zGauss1; + double zGauss2; + double wGauss1; + double wGauss2; + int Heswitch; + int Hswitch; + double x_H0_trigger2; + double x_He0_trigger2; + double z_switch_late; + + double x_He_trigger_small; + double fudge_He; + double fudge_H; + double x_H_limit_KHe; + double x_H_limit_CfHe_t; + + double max_exp_boltz; + double Bfact; + double CT; + + /* Varying fundamental constants (fs = fine structure = alpha, me = + effective electron mass) */ + double fsR, meR; + + enum recfast_photoion_modes photoion_mode; + + ErrorMsg error_message; + +}; + + +/**************************************************************/ + +/* Boilerplate for C++ */ +#ifdef __cplusplus +extern "C" { +#endif + + int recfast_init(struct precision* ppr, + struct background* pba, + struct thermodynamics * pth, + struct thermorecfast * precfast, + enum recfast_photoion_modes recfast_photoion_mode, + double fHe); + + int recfast_dx_H_dz(struct thermodynamics* pth, struct thermorecfast * pre, + double x_H, double x, double n, + double z, double Hz, double Tmat, double Trad, + double* dxH_dz); + + int recfast_dx_He_dz(struct thermodynamics* pth, struct thermorecfast * pre, + double x_He, double x, double x_H, double n, + double z, double Hz, double Tmat, double Trad, + double* dxHe_dz); +#ifdef __cplusplus +} +#endif + +/** + * @name Some specific constants needed by RECFAST: + */ + +//@{ + +#define _Lambda_ 8.2245809 +#define _Lambda_He_ 51.3 +/* Ionization inv wavenumber of hydrogen in 1/m */ +#define _L_H_ion_ 1.096787737e7 +/* Lyman-alpha transition inv wavenumber of hydrogen in 1/m, approximately 3/4 of the ionization because (1s->2p transition and E~1/lambda~1/n^2) */ +#define _L_H_alpha_ 8.225916453e6 +/* Ionization inv wavenumber of helium HeI in eV */ +#define _L_He1_ion_ 1.98310772e7 +/* Ionization inv wavenumber of helium HeII in eV */ +#define _L_He2_ion_ 4.389088863e7 +/* Inv Wavenumber of 1s->2s transition of helium HeI in eV */ +#define _L_He_2s_ 1.66277434e7 +/* Inv Wavenumber of 1s->2p transition of helium HeI in eV */ +#define _L_He_2p_ 1.71134891e7 + +#define _A2P_s_ 1.798287e9 /*updated like in recfast 1.4*/ +#define _A2P_t_ 177.58e0 /*updated like in recfast 1.4*/ +#define _L_He_2Pt_ 1.690871466e7 /*updated like in recfast 1.4*/ +#define _L_He_2St_ 1.5985597526e7 /*updated like in recfast 1.4*/ +#define _L_He2St_ion_ 3.8454693845e6 /*updated like in recfast 1.4*/ +#define _sigma_He_2Ps_ 1.436289e-22 /*updated like in recfast 1.4*/ +#define _sigma_He_2Pt_ 1.484872e-22 /*updated like in recfast 1.4*/ +//@} + +/** + * @name Some specific constants needed by recfast_derivs: + */ + +//@{ + +#define _a_PPB_ 4.309 +#define _b_PPB_ -0.6166 +#define _c_PPB_ 0.6703 +#define _d_PPB_ 0.5300 +#define _T_0_ pow(10.,0.477121) /* from recfast 1.4 */ +#define _a_VF_ pow(10.,-16.744) +#define _b_VF_ 0.711 +#define _T_1_ pow(10.,5.114) +#define _a_trip_ pow(10.,-16.306) /* from recfast 1.4 */ +#define _b_trip_ 0.761 /* from recfast 1.4 */ + +//@} + +#endif diff --git a/bbn/sBBN.dat b/external/bbn/sBBN.dat similarity index 97% rename from bbn/sBBN.dat rename to external/bbn/sBBN.dat index 26ba7b04..5eae08bd 100644 --- a/bbn/sBBN.dat +++ b/external/bbn/sBBN.dat @@ -1,4 +1,4 @@ -# standard BBN prediction of the primordial Helium abundance $Y_p$ as +# standard BBN prediction for primordial Helium mass fraction $Y_p$ as # function of the baryon density $\omega_b h^2$ and number of extra # radiation degrees of freedom $\Delta N$. Impact of chemical # potential of electron neutrinos neglected in this version. @@ -7,8 +7,8 @@ # lifetime of 885.7 s, using a network of 26 nuclides and 100 # reactions. For details see arXiv:0712.2826 by J. Hamann, # J. Lesgourgues and G. Mangano -# -# format: first line must contain (num_ombh2,num_DeltaN), +# +# format: first line must contain (num_ombh2,num_DeltaN), # other lines must contain (ombh2,DeltaN,YHe) # blank lines and lines starting with # neglected @@ -40,7 +40,7 @@ 0.036 -3.0 0.199655 0.038 -3.0 0.200148 0.040 -3.0 0.200603 - + 0.005 -2.0 0.198733 0.007 -2.0 0.203575 0.009 -2.0 0.206688 @@ -67,7 +67,7 @@ 0.036 -2.0 0.220601 0.038 -2.0 0.221106 0.040 -2.0 0.221611 - + 0.005 -1.0 0.215291 0.007 -1.0 0.220412 0.009 -1.0 0.223655 @@ -94,7 +94,7 @@ 0.036 -1.0 0.237761 0.038 -1.0 0.238252 0.040 -1.0 0.238702 - + 0.005 0.0 0.229294 0.007 0.0 0.234696 0.009 0.0 0.238053 @@ -121,7 +121,7 @@ 0.036 0.0 0.252236 0.038 0.0 0.252725 0.040 0.0 0.253202 - + 0.005 1.0 0.241373 0.007 1.0 0.247034 0.009 1.0 0.250510 @@ -148,7 +148,7 @@ 0.036 1.0 0.264785 0.038 1.0 0.265266 0.040 1.0 0.265724 - + 0.005 2.0 0.252003 0.007 2.0 0.257924 0.009 2.0 0.261466 @@ -175,7 +175,7 @@ 0.036 2.0 0.275813 0.038 2.0 0.276297 0.040 2.0 0.276730 - + 0.005 3.0 0.261458 0.007 3.0 0.267617 0.009 3.0 0.271270 @@ -202,7 +202,7 @@ 0.036 3.0 0.285642 0.038 3.0 0.286136 0.040 3.0 0.286563 - + 0.005 4.0 0.269959 0.007 4.0 0.276363 0.009 4.0 0.280091 @@ -229,7 +229,7 @@ 0.036 4.0 0.294538 0.038 4.0 0.294988 0.040 4.0 0.295446 - + 0.005 5.0 0.277687 0.007 5.0 0.284287 0.009 5.0 0.288140 @@ -256,7 +256,7 @@ 0.036 5.0 0.302617 0.038 5.0 0.303076 0.040 5.0 0.303521 - + 0.005 6.0 0.284707 0.007 6.0 0.291575 0.009 6.0 0.295503 @@ -283,7 +283,7 @@ 0.036 6.0 0.310032 0.038 6.0 0.310467 0.040 6.0 0.310901 - + 0.005 7.0 0.291188 0.007 7.0 0.298279 0.009 7.0 0.302304 @@ -310,4 +310,3 @@ 0.036 7.0 0.316840 0.038 7.0 0.317298 0.040 7.0 0.317730 - diff --git a/bbn/sBBN_2017.dat b/external/bbn/sBBN_2017.dat similarity index 99% rename from bbn/sBBN_2017.dat rename to external/bbn/sBBN_2017.dat index 6968d4a8..015b17b9 100644 --- a/bbn/sBBN_2017.dat +++ b/external/bbn/sBBN_2017.dat @@ -1,4 +1,4 @@ -# standard BBN prediction of the primordial Helium abundance $Y_p$ as +# standard BBN prediction for primordial Helium mass fraction $Y_p$ as # function of the baryon density $\omega_b h^2$ and number of extra # radiation degrees of freedom $\Delta N = N_eff-3.046$. Impact of # chemical potential of electron neutrinos neglected in this version. diff --git a/bbn/sBBN_2017_marcucci.dat b/external/bbn/sBBN_2017_marcucci.dat similarity index 99% rename from bbn/sBBN_2017_marcucci.dat rename to external/bbn/sBBN_2017_marcucci.dat index 25f7ed8a..2b142741 100644 --- a/bbn/sBBN_2017_marcucci.dat +++ b/external/bbn/sBBN_2017_marcucci.dat @@ -1,4 +1,4 @@ -# standard BBN prediction of the primordial Helium abundance $Y_p$ as +# standard BBN prediction for primordial Helium mass fraction $Y_p$ as # function of the baryon density $\omega_b h^2$ and number of extra # radiation degrees of freedom $\Delta N = N_eff-3.046$. Impact of # chemical potential of electron neutrinos neglected in this version. diff --git a/external/distortions/FIRAS_branching_ratios.dat b/external/distortions/FIRAS_branching_ratios.dat new file mode 100644 index 00000000..9b9c7c3a --- /dev/null +++ b/external/distortions/FIRAS_branching_ratios.dat @@ -0,0 +1,403 @@ +# In the file there is: z, J_T, J_y, J_mu, E_i (i=1-6) +# The first line contains the number of lines and the number of columns. +400 6 +1.020000e+03 3.887058e-05 2.501169e-01 -1.626767e-04 1.694690e-05 -3.707366e-05 2.940999e-05 -3.526421e-04 3.697128e-03 2.353489e-02 +1.041956e+03 5.125983e-05 2.501124e-01 -2.172354e-04 2.203433e-05 -4.785072e-05 5.282082e-05 -3.172597e-04 3.633614e-03 2.346040e-02 +1.064384e+03 6.610213e-05 2.501070e-01 -2.830741e-04 2.830869e-05 -6.123742e-05 8.170672e-05 -2.730221e-04 3.555874e-03 2.337188e-02 +1.087295e+03 8.326127e-05 2.501007e-01 -3.593775e-04 3.574811e-05 -7.701005e-05 1.159189e-04 -2.207299e-04 3.464200e-03 2.326814e-02 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-1.606340e-06 3.552091e-06 4.489593e-06 -1.581555e-06 -6.245112e-05 +4.127894e+06 2.495153e-01 4.998671e-08 3.107920e-03 3.075350e-07 -1.186241e-06 2.621079e-06 3.327232e-06 -1.208023e-06 -4.433842e-05 +4.216748e+06 2.496478e-01 4.485910e-08 2.261501e-03 2.238169e-07 -8.638234e-07 1.904392e-06 2.404660e-06 -9.883668e-07 -3.330636e-05 +4.307514e+06 2.497476e-01 4.101531e-08 1.620124e-03 1.602907e-07 -6.183718e-07 1.368284e-06 1.721398e-06 -5.178037e-07 -2.459720e-05 +4.400233e+06 2.498213e-01 3.812877e-08 1.141913e-03 1.129313e-07 -4.365264e-07 9.657677e-07 1.179137e-06 -3.169722e-07 -1.839071e-05 +4.494949e+06 2.498750e-01 3.600255e-08 7.912790e-04 7.840974e-08 -3.021713e-07 6.608873e-07 8.630248e-07 -5.557767e-07 -8.836034e-06 +4.591703e+06 2.499135e-01 3.449350e-08 5.387146e-04 5.331291e-08 -2.057844e-07 4.546294e-07 5.605950e-07 -1.722936e-07 -9.350552e-06 +4.690540e+06 2.499401e-01 3.340514e-08 3.601334e-04 3.564028e-08 -1.380001e-07 2.995992e-07 3.513971e-07 -2.362001e-07 -6.102020e-06 +4.791505e+06 2.499580e-01 3.266016e-08 2.362213e-04 2.325640e-08 -9.032796e-08 2.038660e-07 2.529998e-07 2.539871e-08 -3.204875e-06 +4.894642e+06 2.499703e-01 3.215743e-08 1.518886e-04 1.495107e-08 -5.724635e-08 1.305453e-07 1.878079e-07 6.444126e-08 -1.773644e-06 +5.000000e+06 2.499802e-01 3.182909e-08 9.563085e-05 9.453133e-09 -3.593468e-08 7.934106e-08 1.166560e-07 -1.477698e-07 -2.626545e-06 diff --git a/external/distortions/FIRAS_distortions_shapes.dat b/external/distortions/FIRAS_distortions_shapes.dat new file mode 100644 index 00000000..541e40b1 --- /dev/null +++ b/external/distortions/FIRAS_distortions_shapes.dat @@ -0,0 +1,46 @@ +# In the file there is: nu, G_T, Y_SZ, M_mu, S_i (i=1-6) +# The first line contains the number of lines and the number of columns. +43 6 +6.805000e+01 3.445226e+00 -6.085061e+00 -1.303651e+00 1.159416e-01 -1.143274e-02 1.953829e-03 1.055479e-04 -1.141010e-05 -3.431193e-07 +8.154000e+01 4.702095e+00 -7.841510e+00 -1.130042e+00 6.807954e-02 4.487917e-04 -6.155627e-04 -2.686210e-04 3.960074e-05 4.860171e-06 +9.533000e+01 6.049100e+00 -9.382388e+00 -8.443271e-01 2.209337e-02 7.052385e-03 -1.253151e-03 -1.840044e-04 3.814927e-06 -1.544173e-06 +1.088200e+02 7.367093e+00 -1.047966e+01 -4.842350e-01 -1.461941e-02 8.847621e-03 -8.626352e-04 6.957054e-07 -2.448419e-05 -3.497931e-06 +1.223200e+02 8.631073e+00 -1.105347e+01 -7.018993e-02 -4.049049e-02 7.388839e-03 -1.601504e-04 1.302490e-04 -2.741635e-05 -1.700091e-06 +1.361100e+02 9.816112e+00 -1.102664e+01 3.819053e-01 -5.513175e-02 4.041212e-03 4.531144e-04 1.682262e-04 -1.338739e-05 2.524398e-07 +1.496000e+02 1.083294e+01 -1.038200e+01 8.290435e-01 -5.892346e-02 2.165494e-04 7.686759e-04 1.342635e-04 4.027675e-06 -4.334707e-07 +1.633900e+02 1.169782e+01 -9.120123e+00 1.270022e+00 -5.403675e-02 -3.293036e-03 7.833735e-04 5.987318e-05 1.365095e-05 4.527429e-06 +1.768800e+02 1.235571e+01 -7.363810e+00 1.668977e+00 -4.311109e-02 -5.786368e-03 5.596882e-04 -8.794919e-06 1.739765e-05 1.949678e-06 +1.903700e+02 1.282017e+01 -5.187260e+00 2.023392e+00 -2.853504e-02 -7.106298e-03 2.080202e-04 -5.676328e-05 1.390292e-05 -6.389676e-07 +2.041600e+02 1.309660e+01 -2.645488e+00 2.330913e+00 -1.215372e-02 -7.250650e-03 -1.782059e-04 -7.650284e-05 6.126821e-06 -2.060926e-06 +2.176500e+02 1.318189e+01 2.876852e-02 2.573360e+00 3.467232e-03 -6.388187e-03 -5.006896e-04 -6.866523e-05 -2.197432e-06 -2.591761e-06 +2.311400e+02 1.309862e+01 2.770114e+00 2.756572e+00 1.731539e-02 -4.795589e-03 -7.172657e-04 -4.210973e-05 -8.682441e-06 -2.039885e-06 +2.449300e+02 1.285846e+01 5.529085e+00 2.883905e+00 2.869425e-02 -2.713983e-03 -8.105420e-04 -7.354864e-06 -9.186159e-06 5.606857e-07 +2.584200e+02 1.249318e+01 8.090372e+00 2.953194e+00 3.663833e-02 -5.220192e-04 -7.719584e-04 2.747219e-05 -8.258995e-06 1.118125e-06 +2.722100e+02 1.200968e+01 1.048857e+01 2.972603e+00 4.136575e-02 1.632522e-03 -6.229531e-04 5.437386e-05 -4.599318e-06 1.516016e-06 +2.857000e+02 1.145145e+01 1.256181e+01 2.947238e+00 4.282639e-02 3.471442e-03 -3.994709e-04 6.761202e-05 7.443777e-08 1.686922e-06 +2.991900e+02 1.083024e+01 1.432733e+01 2.884425e+00 4.150360e-02 4.921696e-03 -1.327867e-04 6.634887e-05 4.660431e-06 1.678566e-06 +3.129800e+02 1.015056e+01 1.579308e+01 2.788298e+00 3.775503e-02 5.933607e-03 1.504734e-04 5.123084e-05 8.400924e-06 1.373273e-06 +3.264700e+02 9.459963e+00 1.689033e+01 2.669521e+00 3.226586e-02 6.442896e-03 4.064207e-04 2.716893e-05 1.253500e-05 -1.321546e-06 +3.399600e+02 8.759474e+00 1.766261e+01 2.532313e+00 2.551601e-02 6.500890e-03 6.260375e-04 -4.859641e-06 1.205069e-05 -1.796321e-06 +3.537600e+02 8.046304e+00 1.813508e+01 2.378573e+00 1.781575e-02 6.141313e-03 7.938091e-04 -4.010765e-05 9.483200e-06 -2.140053e-06 +3.672500e+02 7.363487e+00 1.831232e+01 2.220146e+00 9.961844e-03 5.447536e-03 8.942096e-04 -7.313804e-05 5.046627e-06 -1.888111e-06 +3.810400e+02 6.689141e+00 1.823446e+01 2.054261e+00 1.990896e-03 4.466635e-03 9.291522e-04 -1.016121e-04 -5.465645e-07 -1.411536e-06 +3.945300e+02 6.059286e+00 1.793858e+01 1.891708e+00 -5.444315e-03 3.319791e-03 9.002189e-04 -1.218689e-04 -6.541398e-06 -4.782033e-07 +4.080200e+02 5.463712e+00 1.745974e+01 1.731773e+00 -1.229405e-02 2.059979e-03 8.142473e-04 -1.316301e-04 -1.150840e-05 -1.133048e-06 +4.218100e+02 4.893624e+00 1.681617e+01 1.573346e+00 -1.852291e-02 7.278437e-04 6.791143e-04 -1.324069e-04 -1.655319e-05 -1.494354e-08 +4.353000e+02 4.375684e+00 1.606855e+01 1.425080e+00 -2.376214e-02 -5.618701e-04 5.102268e-04 -1.232274e-04 -2.017566e-05 1.157025e-06 +4.487900e+02 3.897761e+00 1.523413e+01 1.284714e+00 -2.811081e-02 -1.791344e-03 3.159649e-04 -1.049370e-04 -2.213912e-05 2.215625e-06 +4.625800e+02 3.450355e+00 1.431944e+01 1.150264e+00 -3.163265e-02 -2.948560e-03 1.021694e-04 -7.808224e-05 -2.225878e-05 3.001929e-06 +4.760700e+02 3.051995e+00 1.338845e+01 1.028077e+00 -3.420543e-02 -3.956889e-03 -1.119669e-04 -4.553449e-05 -2.051001e-05 3.527491e-06 +4.898600e+02 2.683421e+00 1.242120e+01 9.129330e-01 -3.600123e-02 -4.844163e-03 -3.270452e-04 -7.596585e-06 -1.695220e-05 3.653418e-06 +5.033500e+02 2.358770e+00 1.147735e+01 8.098115e-01 -3.701415e-02 -5.563672e-03 -5.260017e-04 3.245135e-05 -1.233785e-05 3.160250e-06 +5.168400e+02 2.067479e+00 1.055011e+01 7.158942e-01 -3.737693e-02 -6.134335e-03 -7.091099e-04 7.316205e-05 -6.182792e-06 2.707763e-06 +5.306300e+02 1.801798e+00 9.631177e+00 6.290435e-01 -3.716572e-02 -6.568506e-03 -8.752803e-04 1.142021e-04 1.049252e-06 1.906312e-06 +5.441200e+02 1.570866e+00 8.769422e+00 5.525884e-01 -3.647964e-02 -6.855681e-03 -1.014716e-03 1.524459e-04 8.765531e-06 8.363744e-07 +5.579100e+02 1.361906e+00 7.933247e+00 4.825954e-01 -3.537765e-02 -7.020392e-03 -1.132106e-03 1.884851e-04 1.690528e-05 -4.890034e-07 +5.714000e+02 1.181623e+00 7.163521e+00 4.215513e-01 -3.398980e-02 -7.068872e-03 -1.222166e-03 2.199400e-04 2.489170e-05 -1.971708e-06 +5.849000e+02 1.022816e+00 6.443734e+00 3.672422e-01 -3.236698e-02 -7.019924e-03 -1.287481e-03 2.469374e-04 3.202758e-05 -3.277789e-06 +5.986900e+02 8.806757e-01 5.761979e+00 3.181762e-01 -3.053925e-02 -6.884750e-03 -1.331424e-03 2.698055e-04 3.929252e-05 -4.864834e-06 +6.121800e+02 7.592016e-01 5.147472e+00 2.758762e-01 -2.864288e-02 -6.683602e-03 -1.353299e-03 2.873596e-04 4.575069e-05 -6.427704e-06 +6.256700e+02 6.532140e-01 4.583972e+00 2.386693e-01 -2.668942e-02 -6.427962e-03 -1.356382e-03 3.001967e-04 5.141958e-05 -7.942166e-06 +6.394600e+02 5.590721e-01 4.059040e+00 2.053663e-01 -2.467699e-02 -6.123397e-03 -1.342450e-03 3.086272e-04 5.627672e-05 -9.370702e-06 diff --git a/external/distortions/FIRAS_nu_delta_I.dat b/external/distortions/FIRAS_nu_delta_I.dat new file mode 100644 index 00000000..064bdca8 --- /dev/null +++ b/external/distortions/FIRAS_nu_delta_I.dat @@ -0,0 +1,49 @@ +# This files contains the +# 1) the frequency array in GHz, +# 2) the uncertainty of the monopole spectrum in 10^-26 W/(m^2 Hz sr) and +# for COBE/FIRAS as given in Tables 3 and 4 of Fixsen et al. 1996. +# The first line contains the number of lines and the number of columns. +43 2 +68.05 14.0e3 +81.54 19.0e3 +95.33 25.0e3 +108.82 23.0e3 +122.32 22.0e3 +136.11 21.0e3 +149.60 18.0e3 +163.39 18.0e3 +176.88 16.0e3 +190.37 14.0e3 +204.16 13.0e3 +217.65 12.0e3 +231.14 11.0e3 +244.93 10.0e3 +258.42 11.0e3 +272.21 12.0e3 +285.70 14.0e3 +299.19 16.0e3 +312.98 18.0e3 +326.47 22.0e3 +339.96 22.0e3 +353.76 23.0e3 +367.25 23.0e3 +381.04 23.0e3 +394.53 22.0e3 +408.02 21.0e3 +421.81 20.0e3 +435.30 19.0e3 +448.79 19.0e3 +462.58 19.0e3 +476.07 21.0e3 +489.86 23.0e3 +503.35 26.0e3 +516.84 28.0e3 +530.63 30.0e3 +544.12 32.0e3 +557.91 33.0e3 +571.40 35.0e3 +584.90 41.0e3 +598.69 55.0e3 +612.18 88.0e3 +625.67 155.0e3 +639.46 282.0e3 diff --git a/external/distortions/Greens_data.dat b/external/distortions/Greens_data.dat new file mode 100644 index 00000000..eb6d0bdb --- /dev/null +++ b/external/distortions/Greens_data.dat @@ -0,0 +1,4207 @@ +# Data for Greens-function +# This file has been copied form the public version of CosmoTherm by J. Chluba +# +# The data contains: +# 1) Line 13: length of z array and length of x array +# 2) Line 14: Number of points in redshift space +# 3) Line 15: Redshift vector +# 4) Line 16: Temperature of initial blackbody +# 5) Line 17: Temperature of last blackbody shift around z~50000 +# 6) Line 18: the energy injected by the temperature shift +# 7) Lines 19-4207: Green's function as function of x in [10^26 W/(m^2 Hz sr)] +# +118 4190 +1.0000000000000000e+03 1.0798408271867902e+03 1.1660562120594511e+03 1.2591551045765727e+03 1.3596870896824355e+03 1.4682456316378805e+03 1.5854715773812400e+03 1.7120569396005030e+03 1.8487489818490915e+03 1.9963546298206588e+03 2.1557452348237184e+03 2.3278617175760251e+03 2.5137201226837569e+03 2.7144176165949075e+03 2.9311389644342403e+03 3.1651635239541015e+03 3.4178727978880524e+03 3.6907585892906632e+03 3.9854318080063804e+03 4.3036319802541539e+03 4.6472375174651688e+03 5.0182768049930728e+03 5.4189401761560021e+03 5.8515928422960269e+03 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-1.320673e-03 -4.848308e-04 -1.891651e-04 -6.954017e-05 -2.453535e-05 -7.461671e-06 +9.900000e+02 6.699549e-03 8.999212e-02 2.671647e-03 -1.112568e-03 -4.121367e-04 -1.613418e-04 -5.973949e-05 -2.021784e-05 -6.007961e-06 +1.005000e+03 5.463349e-03 7.482982e-02 2.183353e-03 -9.379065e-04 -3.507820e-04 -1.391838e-04 -5.227451e-05 -1.833452e-05 -5.628375e-06 diff --git a/external/distortions/README b/external/distortions/README new file mode 100644 index 00000000..5308bb5b --- /dev/null +++ b/external/distortions/README @@ -0,0 +1,42 @@ +In this folder all files regarding the evaluation of the PCA decomposition of spectral distortions are contained. + +When using the code, the user is encouraged to cite the following papers: + - Chluba & Jeong 2014, arXiv:1306.5751 + - Release under construction + +All mathematical relations and main concepts are described in Chluba & Jeong 2014. Unless stated differently, all equations' and figures' numbers refer to that paper. + +The basic idea of the PCA decomposition is to compute the amount of energy stored in so-called "residuals", i.e. the energy NOT stored y, mu distortions or temperature shifts, by computing the corresponding spectral distortion. +To achieve this goal, one first has to calculate in a model-independent way the evolution in redshift and frequency of the total Green's function G_th (see e.g. discussion following Eq. (3)). Once G_th is known, one can build an orthonormal basis of "spectral vectors" as explained in Appendix A of the paper. Following the same discussion one can then compute the branching ratios and the residual function (see Appendix A again). Once the residuals are known one can compute the Fisher matrix according to Eq. (9) and the relative eigenvectors correspond to the principal components of the system. +The knowledge of the eingenvectors and the so-called heating function Q is enough to calculate the distortion amplitudes mu_k. The result of the multiplication between mu_k and the distortion signals S_k is then the shape of the residual spectral distortion Delta_I_R (see Eq. (10)). + +As showed in the paper, the resulting vectors E_k and S_k as well as the value of Delta_I_R highly depend on the frequency range assumed before vectorizing Y_SZ(x), M(x), G(x) and G_th(x) as well as the noise level of the detercor. It is therefore fundamental to define the characteristics of the detector before beginning the evaluation of the PCA decomposition. The idea behind this folder is then to determine the full PCA decomposition for each choice of the detector and to create new files (one for redshift dependent quantities called DETECTORNAME_branching_ratios.dat and one for frequency dependent quantities called DETECTORNAME_spectral_shapes.dat) containing the evaluation. +In principle, to do it, it is enough to set 4 input parameters (maximum and minumum frequecy of the detector and corresponding bin size/number of bins, all in GHz, and detector's noise in W/(m^2 Hz sr)) and the program generate_PCA_files.py outputs the evaluated files. Those files are then going to be read by CLASS in distortions.c and, by computing the thermal history of the universe, it will be possible to compute the final shape of the spectral distortions. +In practice, however, it is enough to set the 4 free parameters in the .ini file used to run CLASS together with the detector name. The program will then check in detectors_list.dat, i.e. a list of all "known" detectors with corresponding characteristics, if the required detector is already present. If not, generate_PCA_files.py computes the files for the wished detector and detectors_list.dat is automatically updated with the new setup. + +Said that, the folder contains 4 types of documents: + - Greens_data.dat + This file is adapted from the public version of CosmoTherm (version 1.0.3) by Jens Chluba. It contains + - the number of rows and columns, + - the redshift array, + - the initial blackbody temperature as function of z in K, + - the last blackbody temperature shift as function of z in K, + - the energy injected by the temperature shift and + - a matrix where each line contains the value of the dimensionless frequency x, the array of G_th values + for every z at the corresponding x (the units are 10^-26 W/(m^2 Hz sr)) and the the value of the + blackbody spectrum at the corresponding x. + - generate_PCA_files.py + This file contains the program used read and interpolate G_th from Greens_data.dat, orthonomalize the spectral shapes, calculate + the branching ratios, calculate the Fisher matrix and evaluates corresponding eigenvectors E_k(z) and spectral signals S_k(x). + - DETECTORNAME_branching_ratios.dat + This file contains all redshift dependent quantities, i.e. + - the redshift array, + - the 3 branching ratios for y, mu and g distortion types and + - the eigenvectors E_k of the Fisher matrix up to the 8th order. + - DETECTORNAME_spectral_shapes.dat + This file contains all frequency dependent quantities, i.e. + - the frequency array, + - the 3 spectral distortion shapes for y, mu and g distortion types and + - the spectral signals S_k up to the 8th order. + All values are given in units of 10^-18 W/(m^2 Hz sr). + diff --git a/external/distortions/detectors_list.dat b/external/distortions/detectors_list.dat new file mode 100644 index 00000000..8893d269 --- /dev/null +++ b/external/distortions/detectors_list.dat @@ -0,0 +1,13 @@ +# The list includes all known detector with corresponding +# 1) the name, +# and +# 2) the minimum frequency in GHz, +# 3) the maximum frequencies in GHz, +# 4) the bin widthin in GHz, +# 5) the number of bins and +# 6) the noise of the detector in W/(m^2 Hz sr) +# or +# 2) path to frequency-noise file +# +PIXIE 3.000000e+01 1.005000e+03 1.500000e+01 65 5.000000e-26 +FIRAS FIRAS_nu_delta_I.dat diff --git a/external/distortions/generate_PCA_files.py b/external/distortions/generate_PCA_files.py new file mode 100644 index 00000000..32769984 --- /dev/null +++ b/external/distortions/generate_PCA_files.py @@ -0,0 +1,273 @@ +#!/usr/bin/env python + +import numpy as np +import sys +import scipy.interpolate as sciint +from numpy.linalg import norm as vector_norm +from numpy.linalg import eigh as eigen_vals_vecs +import os +import matplotlib.pyplot as plt + +# Read inputs +if(len(sys.argv)==14): + sd_detector_name = sys.argv[1] + sd_detector_nu_min = eval(sys.argv[2]) + sd_detector_nu_max = eval(sys.argv[3]) + sd_detector_nu_delta = eval(sys.argv[4]) + sd_detector_bin_number = eval(sys.argv[5]) + sd_z_min = eval(sys.argv[6]) + sd_z_max = eval(sys.argv[7]) + sd_z_size = eval(sys.argv[8]) + sd_detector_delta_Ic = eval(sys.argv[9]) + sd_PCA_size = eval(sys.argv[10]) + z_th = eval(sys.argv[11]) + DI_units = eval(sys.argv[12]) # = 2.70062634e-18 + x_to_nu = eval(sys.argv[13]) # = 56.7798 + has_noisefile = False +elif(len(sys.argv)==11): + sd_detector_name = sys.argv[1] + sd_external_path = sys.argv[2] + sd_noisefile_name = sys.argv[3] + sd_z_min = eval(sys.argv[4]) + sd_z_max = eval(sys.argv[5]) + sd_z_size = eval(sys.argv[6]) + sd_PCA_size = eval(sys.argv[7]) + z_th = eval(sys.argv[8]) + DI_units = eval(sys.argv[9]) # = 2.70062634e-18 + x_to_nu = eval(sys.argv[10]) # = 56.7798 + has_noisefile = True +else: + raise Exception("generate_PCA_files.py received invalid input arguments") + +def PCA_string_to_array(line,delimiter=" "): + line = line.replace("\n","") + if delimiter is not "\t": + line = line.replace("\t","") + return np.array([float(x) for x in line.split(delimiter) if (x is not "" and x is not " ")]) + +def read_noisefile(filename): + with open(filename) as det_noise: + header = True + while(header): + line = det_noise.readline() + if(line.startswith("#")): + continue + header=False + Nrows,Ncols = PCA_string_to_array(line) + #Skip first line containing Nx,Ncols + line = det_noise.readline() + cols = [] + while(line): + cols.append(PCA_string_to_array(line)) + line = det_noise.readline() + cols = np.array(cols).T + assert(int(Ncols)==len(cols)) + assert(int(Nrows)==len(cols[0])) + return len(cols[0]),cols[0]/x_to_nu,cols[1]*1e-26 + +dir_path = os.path.dirname(os.path.realpath(__file__)) + +# Read external file Greens_data.dat +readfile = "Greens_data.dat" +with open(os.path.join(dir_path,readfile)) as f: + # Read the header first + header = True + while(header): + line = f.readline() + if(line.startswith("#")): + continue + # The first line of the header without the "#" is still part of the header + header=False + + # Read the first line specifying z + Greens_z = PCA_string_to_array(f.readline()) + Greens_Nz = len(Greens_z) + Greens_lnz = np.log(Greens_z+1.) + + # Read T_ini,T_last and rho + Greens_T_ini = PCA_string_to_array(f.readline()) + Greens_T_last = PCA_string_to_array(f.readline()) + Greens_drho = PCA_string_to_array(f.readline()) + + # Calculate the difference in Temperature + Greens_dT = (Greens_T_last-Greens_T_ini)/Greens_T_ini + + # Read the rest of the file + done = False + Greens_data_full = [] + while(not done): + line = f.readline() + if(not line): + done = True + else: + Greens_data_full.append(PCA_string_to_array(line)) + Greens_data_full = np.array(Greens_data_full).T + + # Seperate the rest of the data into x, Green(z,x) and the blackbody + Greens_x = Greens_data_full[0] + Greens_Nx = len(Greens_x) + Greens_G_th = Greens_data_full[1:Greens_Nz+1] + Greens_blackbody = Greens_data_full[Greens_Nz+1] + + # Spline Greens function for interpolation + Greens_G_th_Spline = [None for index_x_old in range(Greens_Nx)] + for index_x_old in range(Greens_Nx): + Greens_G_th_Spline[index_x_old] = sciint.CubicSpline(Greens_lnz,Greens_G_th[:,index_x_old]) + + # Spline Greens dT for interpolation + Greens_T_ini_Spline = sciint.CubicSpline(Greens_lnz,Greens_T_ini) + Greens_T_last_Spline = sciint.CubicSpline(Greens_lnz,Greens_T_last) + Greens_dT_Spline = sciint.CubicSpline(Greens_lnz,Greens_dT) + Greens_drho_Spline = sciint.CubicSpline(Greens_lnz,Greens_drho) + + # Define new z and x arrays + Nz_arr = sd_z_size + z_arr = np.logspace(np.log10(sd_z_min),np.log10(sd_z_max),Nz_arr) + lnz_arr = np.log(z_arr+1.) + + if has_noisefile: + Nx_arr,x_arr,deltaIc_arr = read_noisefile(os.path.join(sd_external_path,sd_noisefile_name)) + else: + Nx_arr = sd_detector_bin_number+1 + x_arr = np.linspace(sd_detector_nu_min/x_to_nu,sd_detector_nu_max/x_to_nu,Nx_arr) + + # Define visibility function + #bb_vis = np.exp(-(z_arr/2.021e6)**2.5) + bb_vis = np.exp(-(z_arr/z_th)**2.5) + + # The Gth file of Chluba subtracts away some part of the G_T distortion into a shift from T_ini to T_last + # Here we calculate backwards, and obtain the shift of f_g due to the internal dT + df_g = Greens_dT_Spline(lnz_arr)/Greens_drho_Spline(lnz_arr) + + # Initialize spectral shapes + G_th = np.zeros((Nx_arr,Nz_arr)) + DI_T_shift = np.zeros((Nx_arr,Nz_arr)) + Gdist = np.zeros(Nx_arr) + Ydist = np.zeros(Nx_arr) + Mdist = np.zeros(Nx_arr) + + # Interpolate Green's function + index_x_old = 0 + for index_x_new,x in enumerate(x_arr): + # Define spectral shapes + Gdist[index_x_new] = (x**4*np.exp(x)/(np.exp(x)-1)**2)*DI_units*1.0e18 + Ydist[index_x_new] = Gdist[index_x_new]*(x/np.tanh(x/2.)-4.) + Mdist[index_x_new] = Gdist[index_x_new]*(1./2.19229-1./x) + + x_s = Greens_T_ini_Spline(lnz_arr)/Greens_T_last_Spline(lnz_arr)*x + x_z = x*lnz_arr/lnz_arr + DI_T_shift[index_x_new,:] = DI_units*1.0e26*x_z**3.*(np.exp(-x_s)/(1.-np.exp(-x_s))-np.exp(-x_z)/(1.-np.exp(-x_z)))/Greens_drho_Spline(lnz_arr) + + try: + # Find position in xarray + while(x>Greens_x[index_x_old]): + index_x_old += 1 + # Linear interpolation in x + frac = (x-Greens_x[index_x_old])/(Greens_x[index_x_old+1]-Greens_x[index_x_old]) + + # Cubic interpolation for all values of z + lowx_vals = Greens_G_th_Spline[index_x_old](lnz_arr) + highx_vals = Greens_G_th_Spline[index_x_old+1](lnz_arr) + + G_th[index_x_new,:] = (lowx_vals*(1.-frac)+highx_vals*frac) + G_th[index_x_new,:] *= bb_vis*1.e-8 + G_th[index_x_new,:] += DI_T_shift[index_x_new,:]*1.e-8 + #G_th[index_x_new,:] += Gdist[index_x_new]*df_g + except: + raise ValueError("{} is not in the file range [{},{}] for file '{}'".format(x,Greens_x[0],Greens_x[-1],readfile)) + + # Begin orthonormlization + # Y distortion + e_Y = Ydist/vector_norm(Ydist) + M_Y = np.dot(e_Y,Mdist) + G_Y = np.dot(e_Y,Gdist) + # Mu distortion + Mperp = Mdist-M_Y*e_Y + e_M = Mperp/vector_norm(Mperp) + G_M = np.dot(e_M,Gdist) + # G distortion + Gperp = Gdist-G_Y*e_Y-G_M*e_M + e_G = Gperp/vector_norm(Gperp) + + f_g = np.zeros(Nz_arr) + f_mu = np.zeros(Nz_arr) + f_y = np.zeros(Nz_arr) + # Now, factorize G into orthonormal subspace + for index_z in range(Nz_arr): + # Compute non-normalized components + f_g[index_z] = (np.dot(G_th[:,index_z],e_G))/vector_norm(Gperp) + f_mu[index_z] = (np.dot(G_th[:,index_z],e_M)-G_M*f_g[index_z])/vector_norm(Mperp) + f_y[index_z] = (np.dot(G_th[:,index_z],e_Y)-M_Y*f_mu[index_z]-G_Y*f_g[index_z])/vector_norm(Ydist) + + # Now we can re-normalize our functions and add the shift + J_g = 4.*f_g + J_mu = f_mu/1.401 + J_y = 4.*f_y + + # Calculate non-normalized residual + Residual = np.zeros((Nx_arr,Nz_arr)) + for index_x in range(Nx_arr): + for index_z in range(Nz_arr): + Residual[index_x,index_z] = G_th[index_x,index_z]-Gdist[index_x]*f_g[index_z]-Ydist[index_x]*f_y[index_z]-Mdist[index_x]*f_mu[index_z] + + # Calculate Fisher matrix + Fisher = np.zeros((Nz_arr,Nz_arr)) + delta_ln_z = np.log(z_arr[1])-np.log(z_arr[0]) + for index_za in range(Nz_arr): + for index_zb in range(Nz_arr): + if has_noisefile: + Fisher[index_za,index_zb] = np.sum(Residual[:,index_za]*Residual[:,index_zb]*pow(delta_ln_z/deltaIc_arr[:]*1.e8,2.)) + else: + Fisher[index_za,index_zb] = np.sum(Residual[:,index_za]*Residual[:,index_zb]*pow(delta_ln_z/sd_detector_delta_Ic*1.e8,2.)) + + # Solve eigenvalue problem + eigvals,eigvecs = eigen_vals_vecs(Fisher) + eigvals = eigvals[::-1] + eigvecs = eigvecs[:,::-1] + + E_vecs = np.real(eigvecs[:,:sd_PCA_size]).T + S_vecs = np.zeros((sd_PCA_size,Nx_arr)) + for index_pca in range(sd_PCA_size): + for index_x in range(Nx_arr): + S_vecs[index_pca][index_x] = np.dot(E_vecs[index_pca],Residual[index_x,:]*delta_ln_z) + + # Create output files + form = "%.6e" #Output formatting + + # Write file for branching ratio (Evec) + with open(os.path.join(dir_path,sd_detector_name+"_branching_ratios.dat"),"w") as brfile: + brfile.write("# In the file there is: z, J_T, J_y, J_mu, E_i (i=1-{})\n".format(sd_PCA_size)) + brfile.write("# The first line contains the number of lines and the number of columns.\n".format(sd_PCA_size)) + brfile.write("{} {}\n".format(Nz_arr,sd_PCA_size)) + for index_z in range(Nz_arr): + brfile.write((form+" ") % z_arr[index_z]) + brfile.write((form+" ") % f_g[index_z]) + brfile.write((form+" ") % f_y[index_z]) + brfile.write((form ) % f_mu[index_z]) + for index_pca in range(sd_PCA_size): + brfile.write((" "+form) % E_vecs[index_pca][index_z]) + brfile.write("\n") + + # Write file for distortion shapes (Svec) + with open(os.path.join(dir_path,sd_detector_name+"_distortions_shapes.dat"),"w") as dsfile: + dsfile.write("# In the file there is: nu, G_T, Y_SZ, M_mu, S_i (i=1-{})\n".format(sd_PCA_size)) + dsfile.write("# The first line contains the number of lines and the number of columns.\n".format(sd_PCA_size)) + dsfile.write("{} {}\n".format(Nx_arr,sd_PCA_size)) + for index_x in range(Nx_arr): + dsfile.write((form+" ") % (x_arr[index_x]*x_to_nu)) + dsfile.write((form+" ") % Gdist[index_x]) + dsfile.write((form+" ") % Ydist[index_x]) + dsfile.write((form ) % Mdist[index_x]) + for index_pca in range(sd_PCA_size): + dsfile.write((" "+form) % S_vecs[index_pca][index_x]) + dsfile.write("\n") + + # Update list of detectors + # Open and read already present list + with open(os.path.join(dir_path,"detectors_list.dat"),"a") as detector_file: + if has_noisefile: + detector_file.write('%s %s\n' % (sd_detector_name, sd_noisefile_name)) + else: + detector_file.write('%s %.6e %.6e %.6e %i %.6e\n' % (sd_detector_name, sd_detector_nu_min, sd_detector_nu_max, sd_detector_nu_delta, sd_detector_bin_number, sd_detector_delta_Ic)) + + diff --git a/external_Pk/Pk_example.dat b/external/external_Pk/Pk_example.dat similarity index 100% rename from external_Pk/Pk_example.dat rename to external/external_Pk/Pk_example.dat diff --git a/external_Pk/Pk_example_w_tensors.dat b/external/external_Pk/Pk_example_w_tensors.dat similarity index 100% rename from external_Pk/Pk_example_w_tensors.dat rename to external/external_Pk/Pk_example_w_tensors.dat diff --git a/external_Pk/README.md b/external/external_Pk/README.md similarity index 100% rename from external_Pk/README.md rename to external/external_Pk/README.md diff --git a/external_Pk/generate_Pk_example.py b/external/external_Pk/generate_Pk_example.py old mode 100755 new mode 100644 similarity index 100% rename from external_Pk/generate_Pk_example.py rename to external/external_Pk/generate_Pk_example.py diff --git a/external_Pk/generate_Pk_example_w_tensors.py b/external/external_Pk/generate_Pk_example_w_tensors.py old mode 100755 new mode 100644 similarity index 100% rename from external_Pk/generate_Pk_example_w_tensors.py rename to external/external_Pk/generate_Pk_example_w_tensors.py diff --git a/external/heating/Galli_et_al_2013.dat b/external/heating/Galli_et_al_2013.dat new file mode 100644 index 00000000..7701550e --- /dev/null +++ b/external/heating/Galli_et_al_2013.dat @@ -0,0 +1,23 @@ +# Energy fractions from DM annihilation or decays, calculated in arXiv:1306.0563 by Galli et al. 2013 +# format: first line must contain the number of lines +# other lines must contain (xe, chi_heat, chi_lya, chi_ionH, chi_ionHe, chi_lowE (E < 10.2eV)) +# blank lines and lines starting with # neglected +18 +0.000000 0.151800 0.323526 0.350798 0.024367 0.142202 +0.000100 0.151880 0.323526 0.350798 0.024367 0.142202 +0.000300 0.174825 0.308840 0.349058 0.023397 0.136233 +0.000500 0.188520 0.302591 0.345508 0.023737 0.133317 +0.001000 0.210027 0.291280 0.341822 0.023134 0.128324 +0.003000 0.258912 0.269481 0.327298 0.023415 0.118130 +0.005000 0.289871 0.256105 0.316798 0.023029 0.111856 +0.010000 0.338316 0.238304 0.301893 0.021302 0.103617 +0.030000 0.458621 0.192119 0.255925 0.018550 0.083760 +0.050000 0.531628 0.165741 0.228453 0.016601 0.072038 +0.100000 0.654816 0.121705 0.175739 0.012852 0.053388 +0.300000 0.849031 0.052273 0.083885 0.007317 0.023016 +0.500000 0.923644 0.026168 0.043901 0.004914 0.011310 +0.800000 0.975679 0.007178 0.013518 0.003640 0.003117 +0.900000 0.987026 0.003234 0.006406 0.003223 0.001417 +0.990000 0.995299 0.000290 0.001700 0.002924 0.000118 +1.100000 1.000000 0.000000 0.000000 0.000000 0.000000 +1.200000 1.000000 0.000000 0.000000 0.000000 0.000000 diff --git a/external/heating/README b/external/heating/README new file mode 100644 index 00000000..1790256f --- /dev/null +++ b/external/heating/README @@ -0,0 +1,92 @@ +The main goal of this module is to calculate the deposited energy in form of heating, ionization +and Lyman alpha processes. When using this module please consider citing Lucca et al. 2019, where +a complete description of the modules is presented (see Section 2.4 therein), as well as the many +references listed below. + +There are two different kinds of heating that are interesting here: the heating of the baryons and +the heating of the photons. + - For photons, we do not actually calculate any changes in their temperature or density etc. + Instead, we simply model any energy that modifies the photon spectrum as a small + distortion to the blackbody spectrum. This either manifests in tiny temperature shifts + (g-distortion, or dT distortion), or as a change in the spectral shape + (mainly y and mu distortions, depending on the effectivity of energy-redistribution mechanisms). + - For baryons, this treatment is not enough. While compared to the huge photon energy budget + all injection mechanisms must be small, for baryons this is not true. The baryon temperature + might strongly react to injected energy. Sometimes the energy will be used to heat the baryons, + but it can also ionize them, or excite the lyman-alpha level of hydrogen. + The minimal energy to have an effect on baryons is around 10.2 eV, which is derived from the + 1s->2p transition in HI, which is the smallest transition a 1s electron in neutral hydrogen can make. + We thus group together photons with enough energy to completely ionize HeI, to completely ionize HI, + photons with enough energy to excite the lyman-alpha line, photons with too little energy to excite + anything, and finally the effective heating of the baryons due to the injected energy. The + deposition names are correspondingly 'ion_He', 'ion_H', 'lya', 'lowE', and 'heat'. + Of course, many injections could lead to not only heating the baryons (or exciting and ionizing them), + but also create spectral distortions of the baryon blackbody. However, due to the very strong galactic + influences, we do not expect the spectrum to be anywhere close to blackbody anyway. We thus do not + model the spectral distortions of baryons. + +We thus decided to split the tables into + - one which is the baryonic table, the 'deposition_table', that lists all of the contributions of energy + deposition in the IGM to the state of the baryons, and is split among the different types of effects + the energy deposition can have (dep_type), and + - one, the 'photon_dep_table', which lists the energy deposition into the photon fluid. Of course, the + only thing the energy deposition does there is create spectral distortions (including g / dT distortions). + Thus, we do not to split it into different effect types as we do for the baryons. + +To calculate the deposited energy, we first calculate the injected energy rate for different physical +effects, e.g. + 1) Annihilating particles (e.g. dark matter) as described in Chluba 2010 and Chluba & Sunyaev 2012. + (see also Chluba 2013 for useful discussion) + 2) Decaying relic particles as described in Chluba 2010 and Chluba & Sunyaev 2012 (see also + Chluba 2013 for useful discussion) + 3) Evaporation of primordial black holes as described in Poulin et al. 2017 (see also + Tashiro & Sugiyama 2008, Carr et al. 2010 and Carr et al. 2016 for useful discussions) + 4) Acctretion of matter into primordial black holes both via + a) Spherical accretion as described in Ali-Haimoud & Kamionkowski 2017 and + b) Disk accretion as described in Poulin et al. 2017 + (see also Carr et al. 2010 for useful discussion) + +Once the rate of energy injection is known, a so-called deposition function is evaluated, which +determines the amount of energy effectively deposited into the different effects, i.e. heating, +ionization of H, He, Lyman alpha, and low energy for baryons. Also in this case, there are several options + 1) by setting 'chi_type' to 'CK_2004', the approximation by Chen & Kamionkowski 2004 is employed, + 2) by setting 'chi_type' to 'Galli_2013', the approximation by Galli et al. 2013 is employed, + 3) by setting 'chi_type' to 'Slatyer_2013', the approximation by Slatyer 2013 is employed, + 4) by setting 'chi_type' to 'heat', the whole injected energy is going to be deposited into heat, + 5) by setting 'chi_type' to 'from_x_file' or 'from_z_file', the user can define own deposition + functions with respect to the free electron fraction x_e or to redshift, respectively. + +Furthermore, it is also possible to define a so-called injection efficiency, i.e. a factor +determining how much of the heating is deposited at all, regardless of the form. There are two +options to define this function + 1) the on-the-spot approximation, where the whole injected energy is transformed into deposited energy, + i.e. f_eff=1, and + 2) reading a precomputed function from an external file. +All of these steps are evaluated in the module 'injection.c'. + +However, in the above discussion, we have seen that baryons and photons both do receive heating, +but react differently to it. In addition, there are some sources of spectral distortions that do not +come from injected (and deposited) energy, usually related to the interactions of baryons and +photons. This includes + 1) Adiabatically cooling electrons and barions during the thermal history as photons and baryons are + coupled due to Compton scattering (see Chluba & Sunyaev 2012, Khatri, Sunyaev & Chluba 2012 for + useful discussions) + 2) Dissipation of acoustic waves, a second order contribution evaluated only after the perturbations + have been found, with two possible approximations + a) Eq. 42 from Chluba, Khatri & Sunyaev 2012 (approximated to Y_SZ*S_ac) (TODO) + b) Eq. 45 from Chluba, Khatri & Sunyaev 2012 + (The user can select the preferred option with 'heating approx'=yes/no) + (see Chluba, Khatri & Sunyaev 2012 Chluba 2013 and Diacoumis & Wong 2017 for useful discussions) + 3) Cosmological recombination radiation as described in Chluba & Ali-Haimoud 2016 (TODO) + 4) Kinetic and thermal SZ effect due to reionization and LSS formation (see Nozawa et al. 2006 and + Hill et al. 2015 for useful discussions) + 5) Superposition of blackbodies, e.g. in the case of CMB multipoles +All of these additional term, which are not injected and deposited into the IGM in the usual sense, +are grouped within the module 'noninjection.c'. + +This fills a table of deposited energy in baryons split by the different effects. Additionally, a +table of deposited energy in photons is created, mostly similar to the baryon column 'heat', except +for the additional effects of non-injected terms. + +In conclusion, note that this module is in based on the public version of ExoCLASS (see +Stoecker et al. 2018) which has been mainly developed by Vivian Poulin and Patrick Stöcker. diff --git a/external/heating/example_chix_file.dat b/external/heating/example_chix_file.dat new file mode 100644 index 00000000..70043137 --- /dev/null +++ b/external/heating/example_chix_file.dat @@ -0,0 +1,24 @@ +# Example file: in this file chi(xe) is given. +# format: first line must contain the number of lines +# other lines must contain (xe, chi_heat, chi_lya, chi_ionH, chi_ionHe, chi_lowE (E < 10.2eV)) +# blank lines and lines starting with # neglected + +18 +0.000000 0.151800 0.323526 0.350798 0.024367 0.142202 +0.000100 0.151880 0.323526 0.350798 0.024367 0.142202 +0.000300 0.174825 0.308840 0.349058 0.023397 0.136233 +0.000500 0.188520 0.302591 0.345508 0.023737 0.133317 +0.001000 0.210027 0.291280 0.341822 0.023134 0.128324 +0.003000 0.258912 0.269481 0.327298 0.023415 0.118130 +0.005000 0.289871 0.256105 0.316798 0.023029 0.111856 +0.010000 0.338316 0.238304 0.301893 0.021302 0.103617 +0.030000 0.458621 0.192119 0.255925 0.018550 0.083760 +0.050000 0.531628 0.165741 0.228453 0.016601 0.072038 +0.100000 0.654816 0.121705 0.175739 0.012852 0.053388 +0.300000 0.849031 0.052273 0.083885 0.007317 0.023016 +0.500000 0.923644 0.026168 0.043901 0.004914 0.011310 +0.800000 0.975679 0.007178 0.013518 0.003640 0.003117 +0.900000 0.987026 0.003234 0.006406 0.003223 0.001417 +0.990000 0.995299 0.000290 0.001700 0.002924 0.000118 +1.100000 1.000000 0.000000 0.000000 0.000000 0.000000 +1.200000 1.000000 0.000000 0.000000 0.000000 0.000000 diff --git a/external/heating/example_chiz_file.dat b/external/heating/example_chiz_file.dat new file mode 100644 index 00000000..32c787df --- /dev/null +++ b/external/heating/example_chiz_file.dat @@ -0,0 +1,109 @@ +# Example file: in this file chi(z) is given. +# format: first line must contain the number of lines +# other lines must contain (z, chi_heat, chi_lya, chi_ionH, chi_ionHe, chi_lowE (E < 10.2eV)) +# blank lines and lines starting with # neglected +# Need z from 0 to 10000 for safe computation! Here a trivial extrapolation (harmless) is used above 2000 and below 10. + +102 +0. 0.00008298000939024192 0 0.0002309615268354069 0 0.0002931866820178415 +0.07897231140192718 0.00009244147771190732 0 0.00027647932189370054 0 0.0002958624310928264 +0.16418124877201734 0.00010266115568958187 0 0.0003256466370120184 0 0.0002988304050605293 +0.25611933287832556 0.00011370069782824961 0 0.00037876051429693025 0 0.00030212686378116096 +0.3553179799923736 0.0001256269112715723 0 0.0004361428581860314 0 0.0003057930686530723 +0.4623505735569622 0.00013851220721155036 0 0.0004981426177355416 0 0.00030987602189322914 +0.5778357784306893 0.00015243509472078788 0 0.0005651381741839188 0 0.00031442931900525686 +0.7024411168660198 0.00016748072133364366 0 0.0006375399546429475 0 0.00031951413193076483 +0.836886826890608 0.00018374146516953122 0 0.0007157932949793579 0 0.0003252003430529284 +0.9819500253939111 0.00020131758390730262 0 0.0008003815773797284 0 0.00033156785328938756 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0.1962433850873816 0 0.30127186918702764 +1008.1071794822396 0.2352905455635506 0 0.15494436605735734 0 0.2968383757503321 +1087.7987058982308 0.31197260349190387 0 0.10863584324939154 0 0.28508527617259416 +1173.7836563544415 0.38844386761125177 0 0.06692524354271596 0 0.2684835587550191 +1266.5590370939594 0.4534524257991063 0 0.035893263699073925 0 0.2516382142977336 +1366.6611040916696 0.5033802154307488 0 0.01705341465007967 0 0.2394607366933311 +1474.6684626963008 0.5348291111179577 0 0.006990978573354187 0 0.23537486488162737 +1591.2054120583568 0.5475967511036876 0 0.004572221048757058 0 0.2400864393352767 +1716.9455536752619 0.5616608266168883 0 0.004601101045799999 0 0.24757051731523091 +1852.6156849116614 0.5919687998370227 0 0.005254210750604964 0 0.25757843532085406 +1999.0000000000023 0.583725291760787 0 0.006096255991369276 0 0.26906393227860087 +10000000 0.583725291760787 0 0.006096255991369276 0 0.2690639322786008 diff --git a/external/heating/example_f_eff_file.dat b/external/heating/example_f_eff_file.dat new file mode 100644 index 00000000..ef07c6c9 --- /dev/null +++ b/external/heating/example_f_eff_file.dat @@ -0,0 +1,70 @@ +# Example file: in this file f(z) is given. +# format: first line must contain the number of lines +# other lines must contain (z,f(z)) +# blank lines and lines starting with # neglected +# Need z from 0 to 10000 for safe computation! Here a trivial extrapolation (harmless) is used above 2000 and below 10. + +63 +0. 3.e-10 +11.000000000000002 3.084972202255457e-10 +12.068088246913037 3.978791988191501e-10 +13.231244202425561 5.138113937162311e-10 +14.49792959172223 6.644780638841686e-10 +15.877359295755927 8.605846783366172e-10 +17.37956838764971 1.116464681376404e-9 +19.015485135831636 1.451006446811537e-9 +20.797010504985334 1.8894620351333137e-9 +22.7371047331699 2.465269362462752e-9 +24.849881614940127 3.223656038235304e-9 +27.150711176357703 4.225022652779557e-9 +29.656331488833644 5.550935817902133e-9 +32.384970435224744 7.310730399611411e-9 +35.35647831400831 9.653862462733727e-9 +38.592472246203386 1.2783991835656866e-8 +42.116493435570106 1.698085517239708e-8 +45.954178426123086 2.2626856096315308e-8 +50.133445602823066 3.0248858977200705e-8 +54.684698292201595 4.0562078150374726e-8 +59.641045940434836 5.454923936674551e-8 +65.03854497789253 7.356859390916113e-8 +70.91646112240298 9.950558510982308e-8 +77.31755502943771 1.349849400734456e-7 +84.28839336726332 1.8366055236392298e-7 +91.87968758006919 2.506258262689231e-7 +100.14666280350478 3.429991722220346e-7 +109.14945961641307 4.708424198736279e-7 +118.95357155142247 6.483509608204824e-7 +129.63032154719883 8.955913997474256e-7 +141.25738080845164 1.240983733969417e-6 +153.91933384829673 1.7254984557644928e-6 +167.7082938235436 2.407866081639907e-6 +182.72457263935013 3.3730331737620206e-6 +199.07741069811763 4.743836517891579e-6 +216.8857716014053 6.701707971196824e-6 +236.2792075861588 9.513608721673689e-6 +257.3988019911267 0.000013578474420414527 +280.398195609721 0.00001948954120221372 +305.4447043958275 0.000028155250042115997 +332.7205366536544 0.00004096104823841543 +362.42411856642804 0.00006006319352309556 +394.771537706889 0.00008880909320592228 +429.9981150308413 0.00013255545092648248 +468.3601167896841 0.00019988467344594297 +510.1366188157501 0.0003048397036999258 +555.6315367427483 0.00047054270123739574 +605.1758369307541 0.0007360359487015767 +659.1299441797885 0.0011680919279232255 +717.8863637476051 0.0018831776763744811 +781.8725367463431 0.0030879252968815875 +851.553949690491 0.005159073439483153 +927.4375208174661 0.008804226304906732 +1010.0752878156504 0.015385370425962467 +1100.0684237873274 0.0274800199580384 +1198.0716106618518 0.049625623024578756 +1304.7978018747704 0.089047316526662 +1421.023408960379 0.15674290862682624 +1547.5939497891964 0.269833416605684 +1685.430199540071 0.44850331449745534 +1835.5348891540655 0.7211869382413879 +1999.0000000000002 1.1267655529852527 +10000000. 1.1267655529852527 diff --git a/external/heating/injection.c b/external/heating/injection.c new file mode 100644 index 00000000..788d9385 --- /dev/null +++ b/external/heating/injection.c @@ -0,0 +1,1436 @@ +/** @file injection.c Documented exotic energy injection module + * + * written by Nils Schoeneberg and Matteo Lucca, 27.02.2019 + * + * The main goal of this module is to calculate the deposited energy in form of heating, ionization + * and Lyman alpha processes from exotic energy injection processes. + * For more details see the description in the README file. + */ +#include "injection.h" +#include "thermodynamics.h" + +/** + * Initialize injection structure. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @return the error status + */ +int injection_init(struct precision * ppr, + struct background* pba, + struct thermodynamics* pth){ + + /** Summary: */ + + /** - Define local variable */ + struct injection* pin = &(pth->in); + int index_inj, index_dep; + + /** - Initialize flags, indices and parameters */ + pin->has_DM_ann = _FALSE_; + pin->has_DM_dec = _FALSE_; + pin->has_PBH_eva = _FALSE_; + pin->has_PBH_acc = _FALSE_; + pin->last_index_x_chi = 0; + pin->last_index_z_chi = 0; + pin->last_index_z_feff = 0; + + /** - Import quantities from other structures */ + /* Precision structure */ + pin->Nz_size = ppr->thermo_Nz_lin; + pin->z_initial = ppr->thermo_z_initial; + pin->z_start_chi_approx = ppr->z_start_chi_approx; + pin->Nz_PBH = ppr->primordial_black_hole_Nz; + + /* Background structure */ + pin->H0 = pba->H0*_c_/_Mpc_over_m_; // [1/s] + pin->T_g0 = pba->T_cmb; // [K] + pin->Omega0_b = pba->Omega0_b; // [-] + pin->Omega0_cdm = pba->Omega0_cdm; // [-] + pin->rho0_cdm = pba->Omega0_cdm*pow(pin->H0,2)*3/8./_PI_/_G_*_c_*_c_; // [J/m^3] + + /* Thermodynamics structure */ + pin->fHe = pth->fHe; // [-] + pin->N_e0 = pth->n_e; // [1/m^3] + + /** - Define redshift tables */ + pin->z_size = pth->tt_size; + class_alloc(pin->z_table, + pin->z_size*sizeof(double), + pin->error_message); + memcpy(pin->z_table, + pth->z_table, + pin->z_size*sizeof(double)); + + /** - Define additional book-keeping variables for the z table */ + pin->tol_z_table = 1e-10; + pin->filled_until_index_z = pin->z_size-1; + pin->filled_until_z = pin->z_table[pin->filled_until_index_z]; + pin->last_index_z_chi = 0; + pin->last_index_z_feff = 0; + pin->last_index_z_inj = 0; + pin->last_index_z = 0; + pin->index_z_store = 0; + + /** - Define indices of tables */ + pin->to_store = _FALSE_; + class_call(injection_indices(pth), + pin->error_message, + pin->error_message); + + /** - Initialize energy injection table */ + /* Allocate space */ + class_alloc(pin->injection_table, + pin->inj_size*sizeof(double*), + pin->error_message); + for(index_inj=0; index_injinj_size; ++index_inj){ + class_alloc(pin->injection_table[index_inj], + pin->z_size*sizeof(double), + pin->error_message); + } + + /* Calculate the PBH mass evolution, if needed */ + if(pin->has_PBH_eva == _TRUE_ ){ + class_call(injection_rate_PBH_evaporation_mass_evolution(pba,pin), + pin->error_message, + pin->error_message); + } + + /** - Initialize injection efficiency */ + /* Read from external file, if needed */ + if(pin->f_eff_type == f_eff_from_file){ + class_call(injection_read_feff_from_file(ppr,pin, + pin->f_eff_file), + pin->error_message, + pin->error_message); + } + + /** - Initialize deposition function */ + /* Allocate space */ + class_alloc(pin->chi, + pin->dep_size*sizeof(double), + pin->error_message); + + /* Read from external file, if needed */ + if(pin->chi_type == chi_Galli_file){ + class_call(injection_read_chi_x_from_file(ppr,pin, + ppr->chi_z_Galli), + pin->error_message, + pin->error_message); + } + else if(pin->chi_type == chi_from_x_file){ + class_call(injection_read_chi_x_from_file(ppr,pin, + pin->chi_x_file), + pin->error_message, + pin->error_message); + } + else if(pin->chi_type == chi_from_z_file){ + class_call(injection_read_chi_z_from_file(ppr,pin, + pin->chi_z_file), + pin->error_message, + pin->error_message); + } + + /** - Initialize energy deposition table */ + /* Allocate space */ + class_alloc(pin->deposition_table, + pin->dep_size*sizeof(double*), + pin->error_message); + for(index_dep=0; index_depdep_size; ++index_dep){ + class_alloc(pin->deposition_table[index_dep], + pin->z_size*sizeof(double), + pin->error_message); + } + + class_alloc(pin->pvecdeposition, + pin->dep_size*sizeof(double), + pin->error_message); + + return _SUCCESS_; +} + + +/** + * Initialize indices of injection table. + * + * @param pth Input: pointer to thermodynamics structure + * @return the error status + */ +int injection_indices(struct thermodynamics* pth){ + + /** - Define local variables */ + struct injection* pin = &(pth->in); + int index_dep,index_inj; + + /* Check energy injection */ + if(pin->DM_annihilation_efficiency!=0){ + pin->has_DM_ann = _TRUE_; + } + if(pin->DM_decay_fraction!=0){ + pin->has_DM_dec = _TRUE_; + } + if(pin->PBH_evaporation_fraction!=0){ + pin->has_PBH_eva = _TRUE_; + } + if(pin->PBH_accretion_fraction!=0){ + pin->has_PBH_acc = _TRUE_; + } + + /** - Indices for injection table */ + index_inj = 0; + class_define_index(pin->index_inj_DM_ann , pin->has_DM_ann , index_inj, 1); + class_define_index(pin->index_inj_DM_dec , pin->has_DM_dec , index_inj, 1); + class_define_index(pin->index_inj_PBH_eva , pin->has_PBH_eva , index_inj, 1); + class_define_index(pin->index_inj_PBH_acc , pin->has_PBH_acc , index_inj, 1); + class_define_index(pin->index_inj_tot , _TRUE_ , index_inj, 1); + pin->inj_size = index_inj; + + /** - Indices for deposition (and chi) table */ + index_dep = 0; + class_define_index(pin->index_dep_heat , _TRUE_, index_dep, 1); + class_define_index(pin->index_dep_ionH , _TRUE_, index_dep, 1); + class_define_index(pin->index_dep_ionHe, _TRUE_, index_dep, 1); + class_define_index(pin->index_dep_lya , _TRUE_, index_dep, 1); + class_define_index(pin->index_dep_lowE , _TRUE_, index_dep, 1); + pin->dep_size = index_dep; + + return _SUCCESS_; +} + + +/** + * Free allocated public variables and tables. + * + * @param pth Input: pointer to thermodynamics structure + * @return the error status + */ +int injection_free(struct thermodynamics* pth){ + + /** - Define local variables */ + struct injection* pin = &(pth->in); + int index_inj, index_dep; + + /* Redshift */ + free(pin->z_table); + + /* Energy injection */ + for(index_inj=0;index_injinj_size;++index_inj){ + free(pin->injection_table[index_inj]); + } + free(pin->injection_table); + + if(pin->has_PBH_eva==_TRUE_){ + free(pin->PBH_table_z); + free(pin->PBH_table_mass); + free(pin->PBH_table_mass_dd); + free(pin->PBH_table_F); + free(pin->PBH_table_F_dd); + } + + /* Injection efficiency */ + if(pin->f_eff_type == f_eff_from_file){ + free(pin->feff_table); + } + if(pin->chi_type == chi_from_z_file){ + free(pin->chiz_table); + } + if(pin->chi_type == chi_from_x_file || pin->chi_type == chi_Galli_file){ + free(pin->chix_table); + } + + /* Deposition function */ + free(pin->chi); + + /* Energy deposition */ + for(index_dep=0;index_depdep_size;++index_dep){ + free(pin->deposition_table[index_dep]); + } + free(pin->deposition_table); + free(pin->pvecdeposition); + + return _SUCCESS_; +} + + +/** + * Calculate the injection (first order only) at the given redshift. + * the results are stored in the deposition vector + * pth->pin->pvecdeposition, and if pin->to_store is set to true, also + * in one line of the table pth->pin->deposition_table, which can + * later be used to interpolate. + * + * @param pba Input: pointer to background structure + * @param pth Input/output: pointer to thermodynamics structure + * @param x Input: freaction of free electrons + * @param z Input: redshift + * @param pvecback Input: vector of background quantities + * @return the error status + */ +int injection_calculate_at_z(struct background* pba, + struct thermodynamics* pth, + double x, + double z, + double Tmat, + double* pvecback){ + + /** - Define local variables */ + struct injection * pin = &(pth->in); + int index_dep; + double h,a,b; + double dEdt_inj; + + /** - Store input parameters in struct */ + pin->T_b = Tmat; // [K] + pin->x_e = x; // [-] + pin->nH = pin->N_e0*pow(1.+z,3); // [1/m^3] + pin->heat_capacity = (3./2.)*_k_B_*pin->nH*(1.+pin->fHe+pin->x_e); // [J/(K m^3)] + dEdt_inj = 0.; + + /** - Import varying quantities from background structure, convert to SI units */ + pin->H = pvecback[pba->index_bg_H]*_c_/_Mpc_over_m_; // [1/s] + pin->a = pvecback[pba->index_bg_a]; // [-] + pin->t = pvecback[pba->index_bg_time]/_s_over_Mpc_; // [s] + pin->rho_cdm = pvecback[pba->index_bg_rho_cdm]*_Jm3_over_Mpc2_; // [J/m^3] + pin->rho_g = pvecback[pba->index_bg_rho_g]*_Jm3_over_Mpc2_; // [J/m^3] + pin->rho_b = pvecback[pba->index_bg_rho_b]*_Jm3_over_Mpc2_; // [J/m^3] + + /** - Hunt within the redshift table for the given index of deposition */ + class_call(array_spline_hunt(pin->z_table, + pin->z_size, + z, + &(pin->index_z_store), + &h,&a,&b, + pin->error_message), + pin->error_message, + pin->error_message); + + /** - Test if and where the new values should be stored in the injection table */ + /* If this value is important, store it */ + if(pin->to_store == _TRUE_){ + /* Calculate where to store the value */ + if(fabs(b-1) < pin->tol_z_table){ + pin->index_z_store = pin->index_z_store+1; + } + else if(fabs(b) < pin->tol_z_table){ + pin->index_z_store = pin->index_z_store; + } + /* Could not find a matching index in the z table for this z */ + else{ + class_stop(pin->error_message, + "Should store z = %.10e, but it was not in the z table (next lower = %.10e , next higher = %.10e )", + pin->z_table[pin->index_z_store], pin->z_table[pin->index_z_store+1]); + } + } + + /** - Get the injected energy that needs to be deposited (i.e. excluding adiabatic terms) */ + class_call(injection_energy_injection_at_z(pin, + z, + &dEdt_inj), + pin->error_message, + pin->error_message); + + /** - Get the deposition and the efficiency functions */ + class_call(injection_deposition_function_at_z(pin, + x, + z), + pin->error_message, + pin->error_message); + + /** - Put result into deposition vector */ + for(index_dep = 0; index_dep < pin->dep_size; ++index_dep){ + pin->pvecdeposition[index_dep] = pin->chi[index_dep]*dEdt_inj; + } + + /** - Store z values in table */ + if(pin->to_store == _TRUE_){ + for(index_dep = 0; index_dep < pin->dep_size; ++index_dep){ + pin->deposition_table[index_dep][pin->index_z_store] = pin->pvecdeposition[index_dep]; + } + + class_test(pin->index_z_store < pin->filled_until_index_z-1, + pin->error_message, + "Skipping too far ahead in z_table. Check that the injection and thermodynamics module agree in their z sampling."); + pin->filled_until_index_z = pin->index_z_store; + pin->filled_until_z = pin->z_table[pin->index_z_store]; + } + + pin->to_store = _FALSE_; + + return _SUCCESS_; +} + + +/** + * Calculate energy injection at given redshift. + * + * @param pin Input: pointer to injection structure + * @param z Input: redshift + * @param dEdt_inj Output: injected energy + * @return the error status + */ +int injection_energy_injection_at_z(struct injection* pin, + double z, + double* dEdt_inj){ + + /** - Define local variable */ + double dEdt, rate; + double h,a,b; + int index_inj; + + /* Initialize local variables */ + dEdt = 0.; + + /** - Test if the values are already within the table */ + if(z > pin->filled_until_z){ + /* If the value is already within the table, just interpolate */ + class_call(array_spline_hunt(pin->z_table, + pin->z_size, + z, + &(pin->last_index_z_inj), + &h,&a,&b, + pin->error_message), + pin->error_message, + pin->error_message); + /* (Linearly) interpolate within the table */ + for(index_inj=0; index_injinj_size; ++index_inj){ + dEdt += pin->injection_table[index_inj][pin->last_index_z_inj]*a+pin->injection_table[index_inj][pin->last_index_z_inj+1]*b; + } + + *dEdt_inj = dEdt; + + } + + else { + /** - Exotic energy injection mechanisms */ + /* DM annihilation */ + if(pin->has_DM_ann == _TRUE_){ + class_call(injection_rate_DM_annihilation(pin, + z, + &rate), + pin->error_message, + pin->error_message); + if(pin->to_store == _TRUE_){ + pin->injection_table[pin->index_inj_DM_ann][pin->index_z_store] = rate; + } + dEdt += rate; + } + + /* DM decay */ + if(pin->has_DM_dec == _TRUE_){ + class_call(injection_rate_DM_decay(pin, + z, + &rate), + pin->error_message, + pin->error_message); + if(pin->to_store == _TRUE_){ + pin->injection_table[pin->index_inj_DM_dec][pin->index_z_store] = rate; + } + dEdt += rate; + } + + /* PBH evaporation */ + if(pin->has_PBH_eva == _TRUE_){ + class_call(injection_rate_PBH_evaporation(pin, + z, + &rate), + pin->error_message, + pin->error_message); + if(pin->to_store == _TRUE_){ + pin->injection_table[pin->index_inj_PBH_eva][pin->index_z_store] = rate; + } + dEdt += rate; + } + + /* PBH matter acctretion */ + if(pin->has_PBH_acc == _TRUE_){ + class_call(injection_rate_PBH_accretion(pin, + z, + &rate), + pin->error_message, + pin->error_message); + if(pin->to_store == _TRUE_){ + pin->injection_table[pin->index_inj_PBH_acc][pin->index_z_store] = rate; + } + dEdt += rate; + } + + /** Total energy injection */ + if(pin->to_store == _TRUE_){ + pin->injection_table[pin->index_inj_tot][pin->index_z_store] = dEdt; + + class_test(pin->index_z_store < pin->filled_until_index_z-1, + pin->error_message, + "Skipping too far ahead in z_table. Check that the injection and thermodynamics modules agree in their z sampling."); + } + + *dEdt_inj = dEdt; + + } + + return _SUCCESS_; +} + + +/** + * Calculate deposition function chi and injection efficiency f_eff at given redshift. + * + * @param pin Input: pointer to injection structure + * @param x Input: fraction of free electrons + * @param z Input: redshift + * @return the error status + */ +int injection_deposition_function_at_z(struct injection* pin, + double x, + double z){ + + /** - Define local variables */ + int index_dep; + + if(z > pin->z_start_chi_approx){ + /** - In the verz early universe, whole energy goes into injection */ + pin->chi[pin->index_dep_heat] = 1.; + pin->chi[pin->index_dep_ionH] = 0.; + pin->chi[pin->index_dep_ionHe] = 0.; + pin->chi[pin->index_dep_lya] = 0.; + pin->chi[pin->index_dep_lowE] = 0.; + } + else{ + /** - Use the deposition factors for each channel */ + /* Old approximation from Chen and Kamionkowski */ + if(pin->chi_type == chi_CK){ + if(x<1.){ + pin->chi[pin->index_dep_heat] = (1.+2.*x)/3.; + pin->chi[pin->index_dep_ionH] = (1.-x)/3.; + pin->chi[pin->index_dep_ionHe] = 0.; + pin->chi[pin->index_dep_lya] = (1.-x)/3.; + pin->chi[pin->index_dep_lowE] = 0.; + } + else{ + pin->chi[pin->index_dep_heat] = 1.; + pin->chi[pin->index_dep_ionH] = 0.; + pin->chi[pin->index_dep_ionHe] = 0.; + pin->chi[pin->index_dep_lya] = 0.; + pin->chi[pin->index_dep_lowE] = 0.; + } + } + /* Old approximation from Padmanabhan and Finkbeiner */ + else if(pin->chi_type == chi_PF){ + if(x<1.+pin->fHe){ + pin->chi[pin->index_dep_heat] = (1.+2.*x/(1+pin->fHe))/3.; + pin->chi[pin->index_dep_ionH] = (1.-x/(1+pin->fHe))/3.; + pin->chi[pin->index_dep_ionHe] = 0.; + pin->chi[pin->index_dep_lya] = (1.-x/(1+pin->fHe))/3.; + pin->chi[pin->index_dep_lowE] = 0.; + } + else{ + pin->chi[pin->index_dep_heat] = 1.; + pin->chi[pin->index_dep_ionH] = 0.; + pin->chi[pin->index_dep_ionHe] = 0.; + pin->chi[pin->index_dep_lya] = 0.; + pin->chi[pin->index_dep_lowE] = 0.; + } + } + /* Coefficient as revised by Galli et al. 2013 */ + else if(pin->chi_type == chi_Galli_file){ + for(index_dep=0; index_depdep_size; ++index_dep){ + class_call(array_interpolate_spline_transposed(pin->chix_table, + pin->chix_size, + 2*pin->dep_size+1, + 0, + index_dep+1, + index_dep+pin->dep_size+1, + x, + &pin->last_index_x_chi, + &(pin->chi[index_dep]), + pin->error_message), + pin->error_message, + pin->error_message); + } + } + /* coefficient as revised by Vivian Poulin (analytical interpolation of Galli et al. 2013) */ + else if(pin->chi_type == chi_Galli_analytic){ + if(x<1.){ + pin->chi[pin->index_dep_heat] = MIN(0.996857*(1.-pow(1.-pow(x,0.300134),1.51035)),1); + pin->chi[pin->index_dep_ionH] = 0.369202*pow(1.-pow(x,0.463929),1.70237); + pin->chi[pin->index_dep_ionHe] = 0.; + pin->chi[pin->index_dep_lya] = 0.; + pin->chi[pin->index_dep_lowE] = 0.; + } + else{ + pin->chi[pin->index_dep_heat] = 1.; + pin->chi[pin->index_dep_ionH] = 0.; + pin->chi[pin->index_dep_ionHe] = 0.; + pin->chi[pin->index_dep_lya] = 0.; + pin->chi[pin->index_dep_lowE] = 0.; + } + } + else if(pin->chi_type == chi_full_heating){ + pin->chi[pin->index_dep_heat] = 1.; + pin->chi[pin->index_dep_ionH] = 0.; + pin->chi[pin->index_dep_ionHe] = 0.; + pin->chi[pin->index_dep_lya] = 0.; + pin->chi[pin->index_dep_lowE] = 0.; + } + /* Read file in ionization fraction */ + else if(pin->chi_type == chi_from_x_file){ + for(index_dep=0; index_depdep_size; ++index_dep){ + class_call(array_interpolate_spline_transposed(pin->chix_table, + pin->chix_size, + 2*pin->dep_size+1, + 0, + index_dep+1, + index_dep+pin->dep_size+1, + x, + &pin->last_index_x_chi, + &(pin->chi[index_dep]), + pin->error_message), + pin->error_message, + pin->error_message); + } + } + /* Read file in redshift */ + else if(pin->chi_type == chi_from_z_file){ + for(index_dep=0;index_depdep_size;++index_dep){ + class_call(array_interpolate_spline_transposed(pin->chiz_table, + pin->chiz_size, + 2*pin->dep_size+1, + 0, + index_dep+1, + index_dep+pin->dep_size+1, + z, + &pin->last_index_z_chi, + &(pin->chi[index_dep]), + pin->error_message), + pin->error_message, + pin->error_message); + } + } + else{ + class_stop(pin->error_message,"No valid deposition function has been found found."); + } + } + + /** - Read the correction factor f_eff */ + /* For the on the spot, we take the user input */ + if(pin->f_eff_type == f_eff_on_the_spot){ + // pin->f_eff has already been seet by user + } + /* For the file, read in f_eff from file and multiply */ + else if(pin->f_eff_type == f_eff_from_file){ + class_call(array_interpolate_spline_transposed(pin->feff_table, + pin->feff_z_size, + 3, + 0, + 1, + 2, + z, + &(pin->last_index_z_feff), + &(pin->f_eff), + pin->error_message), + pin->error_message, + pin->error_message); + } + /* Otherwise, something must have gone wrong */ + else{ + class_stop(pin->error_message, + "Unknown energy deposition mechanism"); + } + + /** Multiply deposition factors with overall correction factor */ + for(index_dep=0; index_depdep_size; ++index_dep){ + pin->chi[index_dep] *= pin->f_eff; + } + + return _SUCCESS_; +} + + +/** + * Interpolates deposition from precomputed table at a given value of z. + * + * @param pth Input: pointer to thermodynamics structure + * @param z Input: redshift + * @return the error status + */ +int injection_deposition_at_z(struct thermodynamics* pth, + double z){ + + /** - Define local variables */ + struct injection* pin = &(pth->in); + int index_dep; + double h,a,b; + + /** - Interpolate at required z in the table */ + class_test(z < pin->filled_until_z, + pin->error_message, + "injection is not yet calculated beyond %.10e (asked for at %.10e)",pin->filled_until_z,z); + + class_call(array_spline_hunt(pin->z_table, + pin->z_size, + z, + &(pin->last_index_z), + &h,&a,&b, + pin->error_message), + pin->error_message, + pin->error_message); + + for(index_dep=0; index_depdep_size; ++index_dep){ + pin->pvecdeposition[index_dep] = ( a*pin->deposition_table[index_dep][pin->last_index_z]+ + b*pin->deposition_table[index_dep][pin->last_index_z+1] ); + } + + return _SUCCESS_; +} + + + + +/** + * Calculate injection from DM annihilation. + * + * @param pin Input: pointer to injection structure + * @param z Input: redshift + * @param energy_rate Output: energy density injection rate + * @return the error status + */ +int injection_rate_DM_annihilation(struct injection * pin, + double z, + double * energy_rate){ + + /** - Define local variables */ + double annihilation_at_z, boost_factor; + + /** - Calculate change in the annihilation efficiency */ + if (z>pin->DM_annihilation_zmax) { + annihilation_at_z = pin->DM_annihilation_efficiency* + exp(-pin->DM_annihilation_variation*pow(log((pin->DM_annihilation_z+1.)/(pin->DM_annihilation_zmax+1.)),2)); + } + else if (z>pin->DM_annihilation_zmin) { + annihilation_at_z = pin->DM_annihilation_efficiency* + exp(pin->DM_annihilation_variation*(-pow(log((pin->DM_annihilation_z+1.)/(pin->DM_annihilation_zmax+1.)),2) + +pow(log((z+1.)/(pin->DM_annihilation_zmax+1.)),2))); + } + else { + annihilation_at_z = pin->DM_annihilation_efficiency* + exp(pin->DM_annihilation_variation*(-pow(log((pin->DM_annihilation_z+1.)/(pin->DM_annihilation_zmax+1.)),2) + +pow(log((pin->DM_annihilation_zmin+1.)/(pin->DM_annihilation_zmax+1.)),2))); + } + + /** - Calculate boost factor due to annihilation in halos */ + if(pin->DM_annihilation_z_halo > 0.){ + boost_factor = pin->DM_annihilation_f_halo * erfc((1+z)/(1+pin->DM_annihilation_z_halo)) / pow(1.+z,3); + } + else{ + boost_factor = 0; + } + + /** - Calculate injection rates */ + *energy_rate = pow(pin->rho_cdm,2.)*annihilation_at_z*(1.+boost_factor); // [J/(m^3 s)] + + return _SUCCESS_; +} + + +/** + * Calculate injection from DM decay. + * + * @param pin Input: pointer to injection structure + * @param z Input: redshift + * @param energy_rate Output: energy density injection rate + * @return the error status + */ +int injection_rate_DM_decay(struct injection * pin, + double z, + double * energy_rate){ + + /** - Calculate injection rates */ + *energy_rate = pin->rho_cdm*pin->DM_decay_fraction*pin->DM_decay_Gamma* + exp(-pin->DM_decay_Gamma*pin->t); // [J/(m^3 s)] + + return _SUCCESS_; +} + + +/** + * Determines time evolution of the primordial black hole (PBH) mass. + * The conventions adopted here are the same as in Stoecker et al. 2018. + * + * @param pba Input: pointer to background structure + * @param pin Input: pointer to thermodynamics structure + * @return the error status + */ +int injection_rate_PBH_evaporation_mass_evolution(struct background * pba, + struct injection * pin){ + + /** - Define local variables */ + double * pvecback_loop; + int last_index_back_loop; + int i_step; + double current_mass, current_pbh_temperature; + double f_EM, f_nu, f_q, f_pi, f_bos, f; + double loop_z, time_now, time_prev, dt, dlnz, lnz_ini; + + /** - Set initial parameters */ + current_mass = pin->PBH_evaporation_mass; // [g] + pin->PBH_z_evaporation = 0; + lnz_ini = log(1+pin->z_initial); + dlnz = lnz_ini/(pin->Nz_PBH-1); + loop_z = pin->z_initial*1.0001; + time_prev = 0.; // [s] + + /** - Alloate local variables */ + class_alloc(pvecback_loop, + pba->bg_size*sizeof(double), + pin->error_message); + + /** - Alloate variables for PBH mass evolution */ + class_alloc(pin->PBH_table_z, + pin->Nz_PBH*sizeof(double), + pin->error_message); + class_alloc(pin->PBH_table_mass, + pin->Nz_PBH*sizeof(double), + pin->error_message); + class_alloc(pin->PBH_table_mass_dd, + pin->Nz_PBH*sizeof(double), + pin->error_message); + class_alloc(pin->PBH_table_F, + pin->Nz_PBH*sizeof(double), + pin->error_message); + class_alloc(pin->PBH_table_F_dd, + pin->Nz_PBH*sizeof(double), + pin->error_message); + + /** - Fill tables with PBH mass evolution */ + /* For the parametrization of F(M) we follow PRD44 (1991) 376 with + * the additional modification that we dress the "free QCD-particles" + * (gluons and quarks) with an sigmoid-activation function (in log10-space: + * Mean at 0.3 GeV and a width of 0.1*"order of magnitude") and the hadrons + * with (1 - activation) to take the QCD-phase transition into account + * and to be in agreement with PRD41 (1990) 3052, where the Ansatz is taken + * that a black hole emmits those particles which appear elementary at the + * given energy. */ + for(i_step = 0; i_stepNz_PBH; i_step++) { + + /** - Find value of f(M) */ + current_pbh_temperature = 1.06e13/current_mass; // [GeV] + pin->PBH_QCD_activation = 1./(1.+exp(-(log(current_pbh_temperature)-log(0.3))/(log(10.)*0.1))); // [-] see Eq. (4.6) of Stoecker et al. 2018 + + f_EM = 2.*0.060 // gamma + +4.*0.142*exp(-(current_mass*5.11e-4)/(4.53*1.06e13)) // electron + +4.*0.142*exp(-(current_mass*0.1037)/(4.53*1.06e13)) // muon + +4.*0.142*exp(-(current_mass*1.777)/(4.53*1.06e13)); // tau + f_nu = 6.*0.147; // neutrino + f_q = (12.*0.142*(exp(-(current_mass*2.2e-3)/(4.53*1.06e13)) // u + +exp(-(current_mass*4.7e-3)/(4.53*1.06e13)) // d + +exp(-(current_mass*1.28)/(4.53*1.06e13)) // c + +exp(-(current_mass*9.6e-2)/(4.53*1.06e13)) // s + +exp(-(current_mass*173.1)/(4.53*1.06e13)) // t + +exp(-(current_mass*4.18)/(4.53*1.06e13)) // b + ) + +16.*0.060*exp(-(current_mass*6e-1)/(6.04*1.06e13)) // g + )*pin->PBH_QCD_activation; + f_pi = (1.*0.267*exp(-(current_mass*1.350e-1)/(2.66*1.06e13)) // pi^0 + +2.*0.267*exp(-(current_mass*1.396e-1)/(2.66*1.06e13)) // pi^+ + )*(1-pin->PBH_QCD_activation); + f_bos = 6.*0.060*exp(-(current_mass*80.39)/(6.04*1.06e13)) // W + +3.*0.060*exp(-(current_mass*91.19)/(6.04*1.06e13)) // Z + +1.*0.267*exp(-(current_mass*125.1)/(2.66*1.06e13)); // h + f = f_EM+f_nu+f_q+f_pi+f_bos; + + /** - Find current time value */ + class_call(background_at_z(pba, + loop_z, + long_info, + inter_normal, + &last_index_back_loop, + pvecback_loop), + pba->error_message, + pin->error_message); + time_now = pvecback_loop[pba->index_bg_time]/(_c_/_Mpc_over_m_); // [s] + dt = time_now-time_prev; + time_prev = time_now; + + if (i_step > 0) { + //TODO :: check this step + if (current_mass > 0.5*pin->PBH_evaporation_mass){ + current_mass = current_mass-5.34e25*f*pow(current_mass,-2)*dt; // [g] + } + else { + if(pin->PBH_z_evaporation == 0){ + pin->PBH_z_evaporation = loop_z; + } + current_mass = 0.; + f = 0.; + } + } + + /** - Fill tables */ + pin->PBH_table_z[i_step] = loop_z; + pin->PBH_table_mass[i_step] = current_mass; // [g] + pin->PBH_table_F[i_step] = f; // [-] + loop_z = exp(lnz_ini-dlnz*(i_step+1))-1.; + + } + + /** - Free local variables */ + free(pvecback_loop); + + /** - Spline mass and F(M) evolution in z */ + class_call(array_spline_table_lines(pin->PBH_table_z, + pin->Nz_PBH, + pin->PBH_table_mass, + 1, + pin->PBH_table_mass_dd, + _SPLINE_NATURAL_, + pin->error_message), + pin->error_message, + pin->error_message); + class_call(array_spline_table_lines(pin->PBH_table_z, + pin->Nz_PBH, + pin->PBH_table_F, + 1, + pin->PBH_table_F_dd, + _SPLINE_NATURAL_, + pin->error_message), + pin->error_message, + pin->error_message); + + return _SUCCESS_; +} + + +/** + * Calculate injection from PBH evaporation + * The conventions adopted here are the same as in Stoecker et al. 2018. + * + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param z Input: redshift + * @param energy_rate Output: energy density injection rate + * @return the error status + */ +int injection_rate_PBH_evaporation(struct injection * pin, + double z, + double * energy_rate){ + + /** - Define local variables */ + int last_index_back; + double mass, f; + double dMdt, f_em; + + /** - Interpolate the PBH mass evolution */ + class_call(array_interpolate_spline(pin->PBH_table_z, + pin->Nz_PBH, + pin->PBH_table_mass, + pin->PBH_table_mass_dd, + 1, + z, + &last_index_back, + &mass, // [g] + 1, + pin->error_message), + pin->error_message, + pin->error_message); + + class_call(array_interpolate_spline(pin->PBH_table_z, + pin->Nz_PBH, + pin->PBH_table_F, + pin->PBH_table_F_dd, + 1, + z, + &last_index_back, + &f, // [-] + 1, + pin->error_message), + pin->error_message, + pin->error_message); + + /** - Calculate injection rates */ + if(mass <= 0.0001*pin->PBH_evaporation_mass || f <= 0 || z < pin->PBH_z_evaporation){ + *energy_rate = 0.; // [J/(m^3 s)] + } + else { + dMdt=5.34e25*f*pow(mass,-2.); // [g/s] + f_em = 0.55*pin->PBH_QCD_activation+(1-pin->PBH_QCD_activation)*(f-6.*0.147)/f; // [-] + *energy_rate = pin->rho_cdm*pin->PBH_evaporation_fraction*f_em*dMdt/pin->PBH_evaporation_mass; // [J/(m^3 s)] + } + + return _SUCCESS_; +} + + +/** + * Calculate injection from PBH matter accretion + * + * @param pin Input: pointer to injection structure + * @param z Input: redshift + * @param energy_rate Output: energy density injection rate + * @return the error status + */ +int injection_rate_PBH_accretion(struct injection * pin, + double z, + double * energy_rate){ + + /** - Define local variables */ + double L_ed, M_ed_dot, M_crit, v_B, v_l, v_eff, r_B, t_B; + double lambda, M_b_dot; + double Value_min, Value_med, Value_max, a=0, epsilon_0=0.1, epsilon; + double L_acc; + double beta_compton_drag, gamma_cooling, tau_cooling; + double T_ion, T_s, Y_s, theta_s; + double lambda_1, lambda_2, lambda_ad, lambda_iso, J; + + /** - Initialize local variables */ + /* Eddington luminosity */ + L_ed = 4.*_PI_*_G_*(pin->PBH_accretion_mass*_Sun_mass_)*_m_p_/_sigma_*_c_; // [W] + M_ed_dot= 10.*L_ed/pow(_c_,2.); // [kg/s] + M_crit = 0.01*M_ed_dot; // [kg/s] + + /* Boldi definitions */ + v_B = sqrt((1.+pin->x_e)*(pin->T_b*_k_B_)/(_m_p_*pow(_c_,2.)))*_c_; // [m/s] + if(pin->PBH_accretion_relative_velocities < 0.){ + v_l = 30.*MIN(1.,(1.+z)/1.e3)*1.e3; // [m/s] + if(v_B < v_l){ + v_eff = sqrt(v_B*v_l); // [m/s] + } + else{ + v_eff = v_B; // [m/s] + } + } + else{ + v_l = pin->PBH_accretion_relative_velocities*1.e3; // [m/s] + v_eff = pow(v_l*v_l+v_B*v_B,0.5); // [m/s] + } + r_B = _G_*(pin->PBH_accretion_mass*_Sun_mass_)/pow(v_eff,2.); // [m] + t_B = _G_*(pin->PBH_accretion_mass*_Sun_mass_)/pow(v_eff,3.); // [s] + + switch(pin->PBH_accretion_recipe){ + /** - Disk accretion from Poulin et al. 1707.04206 */ + case disk_accretion: + + lambda = pin->PBH_accretion_eigenvalue; // [-] + M_b_dot = 4.*_PI_*lambda*(pin->rho_b/pow(_c_,2.))*pow(r_B,2.)*v_eff; // [kg/s] + + if(pin->PBH_accretion_ADAF_delta == 1e-3){ + Value_min = 7.6e-5; + Value_med = 4.5e-3; + Value_max = 7.1e-3; + if(M_b_dot/M_ed_dot <= Value_min){ + epsilon_0 = 0.065; + a = 0.71; + } + else if(Value_min < M_b_dot/M_ed_dot && M_b_dot/M_ed_dot <= Value_med){ + epsilon_0 = 0.020; + a = 0.47; + } + else if(Value_med < M_b_dot/M_ed_dot && M_b_dot/M_ed_dot <= Value_max){ + epsilon_0 = 0.26; + a = 3.67; + } + else{ + epsilon_0 = 0.1; + a = 0.; + } + } + else if(pin->PBH_accretion_ADAF_delta == 0.1){ + Value_min = 9.4e-5; + Value_med = 5e-3; + Value_max = 6.6e-3; + if(M_b_dot/M_ed_dot <= Value_min){ + epsilon_0 = 0.12; + a = 0.59; + } + else if(Value_min < M_b_dot/M_ed_dot && M_b_dot/M_ed_dot <= Value_med){ + epsilon_0 = 0.026; + a = 0.27; + } + else if(Value_med < M_b_dot/M_ed_dot && M_b_dot/M_ed_dot <= Value_max){ + epsilon_0 = 0.50; + a = 4.53; + } + else{ + epsilon_0 = 0.1; + a = 0.; + } + } + else if (pin->PBH_accretion_ADAF_delta == 0.5){ + Value_min = 2.9e-5; + Value_med = 3.3e-3; + Value_max = 5.3e-3; + if(M_b_dot/M_ed_dot <= Value_min){ + epsilon_0 = 1.58; + a = 0.65; + } + else if(Value_min < M_b_dot/M_ed_dot && M_b_dot/M_ed_dot <= Value_med){ + epsilon_0 = 0.055; + a = 0.076; + } + else if(Value_med < M_b_dot/M_ed_dot && M_b_dot/M_ed_dot <= Value_max){ + epsilon_0 = 0.17; + a = 1.12; + } + else{ + epsilon_0 = 0.1; + a = 0.; + } + } + + epsilon = epsilon_0*pow(M_b_dot/M_crit,a); // [-] + L_acc = epsilon*M_b_dot*pow(_c_,2.); // [W] + break; + + /** - Spherical accretion from Ali-Haimoud et al. 1612.05644 */ + case spherical_accretion: + + beta_compton_drag = 4./3.*pin->x_e*_sigma_*pin->rho_g*t_B/_m_p_/_c_; // [-] Eq. (7) + gamma_cooling = 2.*(_m_p_/_m_e_)/(1+pin->x_e)*beta_compton_drag; // [-] Eq. (8) + tau_cooling = 1.5/(5.+pow(gamma_cooling,2./3.)); // [-] Eq. (28) + + lambda_ad = 0.25*pow(3./5.,1.5); // [-] Eq. (15) + lambda_iso = 0.25*exp(1.5); // [-] Eq. (20) + lambda_1 = lambda_ad+(lambda_iso-lambda_ad)* + pow(pow(gamma_cooling,2.)/(88.+pow(gamma_cooling,2.)),0.22); // [-] Eq. (27) + lambda_2 = exp(4.5/(3.+pow(beta_compton_drag,0.75)))/(pow(pow(1.+beta_compton_drag,0.5)+1.,2.));// [-] Eq. (32) + lambda = lambda_1*lambda_2/lambda_iso; // [-] Eq. (33) + + T_ion = 1.5e4*_eV_over_Kelvin_; // [eV] see line below Eq. (39) + Y_s = pow((1.+pin->x_e)/2.,2./3.*13.6/T_ion)* + tau_cooling/4.*pow(1.-5./2.*tau_cooling,1./3.)*(_m_p_/_m_e_); // [-] Eq. (51) + T_s = _m_e_*pow(_c_,2.)/_k_B_*Y_s*pow(1.+Y_s/0.27,-1./3.); // [K] Eqs. (50) and (47) + theta_s = (T_s*_k_B_)/(_m_e_*pow(_c_,2.)); + + M_b_dot = 4.*_PI_*lambda*(pin->rho_b/pow(_c_,2.))*pow(r_B,2.)*v_eff; // [kg/s] Eq. (6) + + if(theta_s > 1.){ // Eq. (55) + J = 27./(2.*_PI_)*(log(2.*theta_s*exp(-0.577)+0.08)+4./3.); // [-] + } + else{ + J = 4./_PI_*sqrt(2./_PI_)*pow(theta_s,-0.5)*(1+5.5*pow(theta_s,1.25)); // [-] + } + + L_acc = 1./137.*(T_s*_k_B_)/(_m_p_*pow(_c_,2.))*J*pow(M_b_dot*_c_*_c_,2.)/L_ed; // [W] Eq. (57) + break; + default: + class_stop(pin->error_message,"Invalid PBH_accretion_recipe"); + } + + *energy_rate = pin->rho_cdm*pin->PBH_accretion_fraction/ + (pin->PBH_accretion_mass*_Sun_mass_)*L_acc/pow(_c_,2.); // [J/(m^3 s)] + + return _SUCCESS_; +} + + +/** + * Read and interpolate the deposition function from external file. + * + * @param ppr Input: pointer to precision structure + * @param pin Input/Output: pointer to injection structure + * @return the error status + */ +int injection_read_feff_from_file(struct precision* ppr, + struct injection* pin, + char* f_eff_file){ + + /** - Define local variables */ + FILE * fA; + char line[_LINE_LENGTH_MAX_]; + char * left; + int headlines = 0; + int index_z; + + pin->feff_z_size = 0; + + /** - Read file header */ + /* The file is assumed to contain: + * - The number of lines of the file + * - The columns ( z, f(z) ) where f(z) represents the "effective" fraction of energy deposited + * into the medium at redshift z, in presence of halo formation. */ + class_open(fA, f_eff_file, "r", pin->error_message); + + while (fgets(line,_LINE_LENGTH_MAX_-1,fA) != NULL) { + headlines++; + + /* Eliminate blank spaces at beginning of line */ + left=line; + while (left[0]==' ') { + left++; + } + + /* Check that the line is neither blank nor a comment. In ASCII, left[0]>39 means that first non-blank charachter might + be the beginning of some data (it is not a newline, a #, a %, etc.) */ + if (left[0] > 39) { + + /* If the line contains data, we must interprete it. If num_lines == 0 , the current line must contain + its value. Otherwise, it must contain (xe , chi_heat, chi_Lya, chi_H, chi_He, chi_lowE). */ + + /* Read num_lines, infer size of arrays and allocate them */ + class_test(sscanf(line,"%d",&(pin->feff_z_size)) != 1, + pin->error_message, + "could not read the initial integer of number of lines in line %i in file '%s' \n", + headlines,f_eff_file); + + /* (z, f, ddf)*/ + class_alloc(pin->feff_table, + 3*pin->feff_z_size*sizeof(double), + pin->error_message); + break; + } + } + + /** - Read file */ + for(index_z=0;index_zfeff_z_size;++index_z){ + /* Read coefficients */ + class_test(fscanf(fA,"%lg %lg", + &(pin->feff_table[index_z*3+0]), // z + &(pin->feff_table[index_z*3+1]) // f_eff(z) + ) != 2, + pin->error_message, + "could not read value of parameters coefficients in line %i in file '%s'\n", + headlines,f_eff_file); + } + + fclose(fA); + + /** - Spline file contents */ + /* Spline in one dimension */ + class_call(array_spline(pin->feff_table, + 3, + pin->feff_z_size, + 0, + 1, + 2, + _SPLINE_NATURAL_, + pin->error_message), + pin->error_message, + pin->error_message); + + return _SUCCESS_; +} + + +/** + * Read and interpolate the branching ratio from external file, if the function + * in the file is given with respect to redshift. + * + * @param ppr Input: pointer to precision structure + * @param pin Input/Output: pointer to injection structure + * @return the error status + */ +int injection_read_chi_z_from_file(struct precision* ppr, + struct injection* pin, + char* chi_z_file){ + + /** Define local variables */ + FILE * fA; + char line[_LINE_LENGTH_MAX_]; + char * left; + int headlines = 0; + int index_z,index_dep; + + pin->chiz_size = 0; + + /* The file is assumed to contain: + * - The number of lines of the file + * - The columns (xe , chi_heat, chi_Lya, chi_H, chi_He, chi_lowE) where chi_i represents the + * branching ratio at redshift z into different injection/ionization channels i */ + + class_open(fA, chi_z_file, "r", pin->error_message); + + while (fgets(line,_LINE_LENGTH_MAX_-1,fA) != NULL) { + headlines++; + + /* Eliminate blank spaces at beginning of line */ + left=line; + while (left[0]==' ') { + left++; + } + + /* Check that the line is neither blank nor a comment. In ASCII, left[0]>39 means that first non-blank charachter might + be the beginning of some data (it is not a newline, a #, a %, etc.) */ + if (left[0] > 39) { + + /* If the line contains data, we must interprete it. If num_lines == 0 , the current line must contain + its value. Otherwise, it must contain (xe , chi_heat, chi_Lya, chi_H, chi_He, chi_lowE). */ + + /* Read num_lines, infer size of arrays and allocate them */ + class_test(sscanf(line,"%d",&(pin->chiz_size)) != 1, + pin->error_message, + "could not read the initial integer of number of lines in line %i in file '%s' \n", + headlines,chi_z_file); + + /* (z, chi_i)*/ + class_alloc(pin->chiz_table, + (2*pin->dep_size+1)*pin->chiz_size*sizeof(double), + pin->error_message); + break; + } + } + + for(index_z=0;index_zchiz_size;++index_z){ + /* Read coefficients */ + class_test(fscanf(fA,"%lg %lg %lg %lg %lg %lg", + &(pin->chiz_table[index_z*(2*pin->dep_size+1)+0]), //z + &(pin->chiz_table[index_z*(2*pin->dep_size+1)+1+pin->index_dep_heat]), //heat + &(pin->chiz_table[index_z*(2*pin->dep_size+1)+1+pin->index_dep_lya]), //lya + &(pin->chiz_table[index_z*(2*pin->dep_size+1)+1+pin->index_dep_ionH]), //ionH + &(pin->chiz_table[index_z*(2*pin->dep_size+1)+1+pin->index_dep_ionHe]), //ionHe + &(pin->chiz_table[index_z*(2*pin->dep_size+1)+1+pin->index_dep_lowE]) //lowE + )!= 6, + pin->error_message, + "could not read value of parameters coefficients in line %i in file '%s'\n", + index_z+headlines,chi_z_file); + } + + fclose(fA); + + /* Spline in one dimension */ + for(index_dep=0;index_depdep_size;++index_dep){ + class_call(array_spline(pin->chiz_table, + 2*pin->dep_size+1, + pin->chiz_size, + 0, + 1+index_dep, + 1+index_dep+pin->dep_size, + _SPLINE_NATURAL_, + pin->error_message), + pin->error_message, + pin->error_message); + } + + return _SUCCESS_; +} + + +/** + * Read and interpolate the branching ratio from external file, if the function + * in the file is given with respect to the fraction of free electrons X_e. + * + * @param ppr Input: pointer to precision structure + * @param pin Input/Output: pointer to injection structure + * @return the error status + */ +int injection_read_chi_x_from_file(struct precision* ppr, + struct injection* pin, + char* chi_x_file){ + + /** Define local variables */ + FILE * fA; + char line[_LINE_LENGTH_MAX_]; + char * left; + int headlines = 0; + int index_x,index_dep; + + pin->chix_size = 0; + + /** - Read file header */ + /* The file is assumed to contain: + * - The number of lines of the file + * - The columns (xe , chi_heat, chi_Lya, chi_H, chi_He, chi_lowE) where chi_i represents the + * branching ratio at redshift z into different injection/ionization channels i */ + + class_open(fA, chi_x_file, "r", pin->error_message); + + while (fgets(line,_LINE_LENGTH_MAX_-1,fA) != NULL) { + headlines++; + + /* Eliminate blank spaces at beginning of line */ + left=line; + while (left[0]==' ') { + left++; + } + + /* Check that the line is neither blank nor a comment. In ASCII, left[0]>39 means that first non-blank charachter might + be the beginning of some data (it is not a newline, a #, a %, etc.) */ + if (left[0] > 39) { + + /* If the line contains data, we must interprete it. If num_lines == 0 , the current line must contain + its value. Otherwise, it must contain (xe , chi_heat, chi_Lya, chi_H, chi_He, chi_lowE). */ + + /* Read num_lines, infer size of arrays and allocate them */ + class_test(sscanf(line,"%d",&(pin->chix_size)) != 1, + pin->error_message, + "could not read the initial integer of number of lines in line %i in file '%s' \n", + headlines, chi_x_file); + + /* (z, chi_i)*/ + class_alloc(pin->chix_table, + (2*pin->dep_size+1)*pin->chix_size*sizeof(double), + pin->error_message); + break; + } + } + + /** - Read file */ + for(index_x = 0; index_x < pin->chix_size;++index_x){ + /* Read coefficients */ + class_test(fscanf(fA,"%lg %lg %lg %lg %lg %lg", + &(pin->chix_table[index_x*(2*pin->dep_size+1)+0]), //x + &(pin->chix_table[index_x*(2*pin->dep_size+1)+1+pin->index_dep_heat]), //heat + &(pin->chix_table[index_x*(2*pin->dep_size+1)+1+pin->index_dep_lya]), //lya + &(pin->chix_table[index_x*(2*pin->dep_size+1)+1+pin->index_dep_ionH]), //ionH + &(pin->chix_table[index_x*(2*pin->dep_size+1)+1+pin->index_dep_ionHe]), //ionHe + &(pin->chix_table[index_x*(2*pin->dep_size+1)+1+pin->index_dep_lowE]) //lowE + )!= 6, + pin->error_message, + "could not read value of parameters coefficients in line %i in file '%s'\n", + index_x+headlines,chi_x_file); + } + + fclose(fA); + + /** - Spline file contents */ + /* Spline in one dimension */ + for(index_dep=0;index_depdep_size;++index_dep){ + class_call(array_spline(pin->chix_table, + 2*pin->dep_size+1, + pin->chix_size, + 0, + 1+index_dep, + 1+index_dep+pin->dep_size, + _SPLINE_NATURAL_, + pin->error_message), + pin->error_message, + pin->error_message); + } + + return _SUCCESS_; +} + + + + +/** + * Outputs + */ +int injection_output_titles(struct injection * pin, char titles[_MAXTITLESTRINGLENGTH_]){ + + class_store_columntitle(titles,"Redshift z",_TRUE_); + class_store_columntitle(titles,"Heat [-]",_TRUE_); + class_store_columntitle(titles,"IonH [-]",_TRUE_); + class_store_columntitle(titles,"IonHe [-]",_TRUE_); + class_store_columntitle(titles,"Lya [-]",_TRUE_); + + return _SUCCESS_; +} + +int injection_output_data(struct injection * pin, + int number_of_titles, + double * data){ + int storeidx; + double * dataptr; + int index_z; + + for (index_z=0; index_zz_size; index_z++) { + dataptr = data + index_z*number_of_titles; + storeidx = 0; + class_store_double(dataptr, pin->z_table[index_z], _TRUE_, storeidx); + class_store_double(dataptr, pin->deposition_table[pin->index_dep_heat][index_z], _TRUE_, storeidx); + class_store_double(dataptr, pin->deposition_table[pin->index_dep_ionH][index_z], _TRUE_, storeidx); + class_store_double(dataptr, pin->deposition_table[pin->index_dep_ionHe][index_z], _TRUE_, storeidx); + class_store_double(dataptr, pin->deposition_table[pin->index_dep_lya][index_z], _TRUE_, storeidx); + } + + return _SUCCESS_; +} diff --git a/external/heating/injection.h b/external/heating/injection.h new file mode 100644 index 00000000..769c31f1 --- /dev/null +++ b/external/heating/injection.h @@ -0,0 +1,268 @@ +#ifndef __INJECTION__ +#define __INJECTION__ + +#include "common.h" //Use here ONLY the things required for defining the struct (i.e. common.h for the ErrorMsg) + +/** + * All injection parameters and evolution that other modules need to know. + */ +enum PBH_accretion_approx {spherical_accretion, disk_accretion}; +enum f_eff_approx {f_eff_on_the_spot, f_eff_from_file}; +enum chi_approx {chi_CK, chi_PF, chi_Galli_file, chi_Galli_analytic, chi_full_heating, chi_from_x_file, chi_from_z_file}; + +struct injection{ + + /** @name - input parameters initialized by user in input module (all other quantities are computed in this module, + * given these parameters and the content of the 'precision', 'background' and 'thermodynamics' structs) */ + + //@{ + + /* Exotic energy injection parameters */ + double DM_annihilation_efficiency; + double DM_annihilation_cross_section; + double DM_annihilation_mass; + double DM_annihilation_fraction; + double DM_annihilation_variation; + double DM_annihilation_z; + double DM_annihilation_zmax; + double DM_annihilation_zmin; + double DM_annihilation_f_halo; + double DM_annihilation_z_halo; + + double DM_decay_fraction; + double DM_decay_Gamma; + + double PBH_evaporation_fraction; + double PBH_evaporation_mass; + + double PBH_accretion_fraction; + double PBH_accretion_mass; + enum PBH_accretion_approx PBH_accretion_recipe; + double PBH_accretion_relative_velocities; + double PBH_accretion_ADAF_delta; + double PBH_accretion_eigenvalue; + + /* Injection efficiency */ + int f_eff_type; + FileName f_eff_file; + + /* Deposition function and injection efficiency */ + int chi_type; + FileName chi_z_file; + FileName chi_x_file; + + //@} + + + /** @name - Imported parameters */ + + //@{ + + /* Parameters from precision structure */ + int Nz_size; + double z_initial; + double z_start_chi_approx; + + /* Parameters from background structure */ + /* Redshift independent, i.e. defined in injection_init */ + double H0; + double T_g0; + double Omega0_b; + double Omega0_cdm; + double rho0_cdm; + /* Redshift dependent, i.e. defined in injection_calculate_at_z */ + double H; + double a; + double t; + double rho_g; + double rho_b; + double rho_cdm; + + /* Parameters from thermodynamics structure */ + /* Redshift independent, i.e. defined in injection_init */ + double fHe; + double N_e0; + /* Redshift dependent, i.e. defined in injection_calculate_at_z */ + double heat_capacity; + double T_b; + double x_e; + double nH; + + //@} + + /** @name - Public tables and parameters */ + + //@{ + + /* Redshift tables */ + double* z_table; + int z_size; + + double tol_z_table; + int filled_until_index_z; + double filled_until_z; + + int last_index_z_feff; + int last_index_z_chi; + int last_index_z_inj; + int last_index_z; + + int index_z_store; + + /* X_e table */ + int last_index_x_chi; + + /* PBH mass evolution table and PBH free parameters */ + double PBH_z_evaporation; + double PBH_QCD_activation; + double * PBH_table_z; + double * PBH_table_mass; + double * PBH_table_mass_dd; + double * PBH_table_F; + double * PBH_table_F_dd; + int Nz_PBH; + + /* Energy injection table */ + double** injection_table; + int index_inj_cool; + int index_inj_diss; + int index_inj_DM_ann; + int index_inj_DM_dec; + int index_inj_PBH_eva; + int index_inj_PBH_acc; + int index_inj_tot; + int inj_size; /** All contributions + total */ + + /* Injection efficiency table */ + double f_eff; + int feff_z_size; + double* feff_table; + + /* Deposition function tables */ + double* chiz_table; + int chiz_size; + double* chix_table; + int chix_size; + + double** deposition_table; /* The table of energy depositions into the IGM of different deposition types */ + double* chi; + int index_dep_heat; + int index_dep_ionH; + int index_dep_ionHe; + int index_dep_lya; + int index_dep_lowE; + int dep_size; + + /* Energy deposition vector */ + double* pvecdeposition; + + //@} + + /** @name - Flags and technical parameters */ + + //@{ + + /* Flags */ + int has_exotic_injection; + + int has_DM_ann; + int has_DM_dec; + int has_PBH_eva; + int has_PBH_acc; + + int to_store; + + /* Book-keeping */ + + ErrorMsg error_message; + + //@} +}; + + + + +/**************************************************************/ + +/* @cond INCLUDE_WITH_DOXYGEN */ +/* + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + + /* Allocate, define indeces for and free injection tables */ + int injection_init(struct precision * ppr, + struct background* pba, + struct thermodynamics* pth); + + int injection_indices(struct thermodynamics* pth); + + int injection_free(struct thermodynamics* pth); + + /* Main functions */ + int injection_calculate_at_z(struct background* pba, + struct thermodynamics* pth, + double x, + double z, + double Tmat, + double* pvecback); + + int injection_energy_injection_at_z(struct injection* phe, + double z, + double* dEdt_inj); + + int injection_deposition_function_at_z(struct injection* phe, + double x, + double z); + + int injection_deposition_at_z(struct thermodynamics* pth, + double z); + + /* injection functions */ + int injection_rate_DM_annihilation(struct injection * phe, + double z, + double * energy_rate); + + int injection_rate_DM_decay(struct injection * phe, + double z, + double * energy_rate); + + int injection_rate_PBH_evaporation_mass_evolution(struct background * pba, + struct injection * phe); + + int injection_rate_PBH_evaporation(struct injection * phe, + double z, + double * energy_rate); + + int injection_rate_PBH_accretion(struct injection * phe, + double z, + double * energy_rate); + + /* Injection efficiency */ + int injection_read_feff_from_file(struct precision* ppr, + struct injection* phe, + char* f_eff_file); + + /* Deposition function */ + int injection_read_chi_z_from_file(struct precision* ppr, + struct injection* phe, + char* chi_z_file); + + int injection_read_chi_x_from_file(struct precision* ppr, + struct injection* phe, + char* chi_x_file); + + int injection_output_titles(struct injection* phe, + char titles[_MAXTITLESTRINGLENGTH_]); + + int injection_output_data(struct injection * phe, + int number_of_titles, + double * data); + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/external/heating/noninjection.c b/external/heating/noninjection.c new file mode 100644 index 00000000..1d1627da --- /dev/null +++ b/external/heating/noninjection.c @@ -0,0 +1,399 @@ +/** @file noninjection.c Documented non-exotic energy injection module + * + * written by Nils Schoeneberg and Matteo Lucca, 27.02.2019 + * + * The main goal of this module is to calculate the non-injected energy for the + * photon evolution equation + * For more details see the description in the README file. + */ +#include "primordial.h" +#include "noninjection.h" + +/** + * Initialize the noninjection structure. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param ppm Input: pointer to primordial structure + * @param pni Input: pointer to noninjection structure + * @return the error status + */ +int noninjection_init(struct precision* ppr, + struct background* pba, + struct thermodynamics* pth, + struct perturbations* ppt, + struct primordial* ppm, + struct noninjection* pni){ + + /** Summary: */ + + /** - Define local variables */ + int index_k,index_z; + int last_index_back, last_index_thermo, last_index_coarse = 0; + double *pvecback, *pvecthermo; + double R, dkappa; + double dEdt; + double z_wkb; + double h,a,b; + double temp_injection; + double z_coarse; + + /* z-table */ + pni->z_size = pth->tt_size; + class_alloc(pni->z_table, + pni->z_size*sizeof(double), + pni->error_message); + memcpy(pni->z_table, + pth->z_table, + pni->z_size*sizeof(double)); + pni->last_index_z = 0; + + /* Photon non-injected table */ + class_alloc(pni->photon_dep_table, + pni->z_size*sizeof(double), + pni->error_message); + /* Initialize to zero */ + for(index_z = 0; index_z < pni->z_size; ++index_z){ + pni->photon_dep_table[index_z] = 0.; + } + + /** - Allocate new storage space that is a bit coarser in z as to reduce computational costs */ + pni->logz_max = log(1.+pni->z_table[pni->z_size-1]); + pni->z_size_coarse = ppr->noninjection_Nz_log; /* This table is only going to be filled after the initial run anyway */ + class_alloc(pni->z_table_coarse, + pni->z_size_coarse*sizeof(double), + pni->error_message); + for(index_z=0;index_zz_size_coarse-1;++index_z){ + pni->z_table_coarse[index_z] = exp(index_z*pni->logz_max/(pni->z_size_coarse-1))-1.; + } + pni->z_table_coarse[pni->z_size_coarse-1] = pni->z_table[pni->z_size-1]; + + class_alloc(pni->noninjection_table, + pni->z_size_coarse*sizeof(double), + pni->error_message); + class_alloc(pni->ddnoninjection_table, + pni->z_size_coarse*sizeof(double), + pni->error_message); + + /** - Allocate qunatities from primordial structure */ + pni->k_max = ppr->k_max_acc_diss; + pni->k_min = ppr->k_min_acc_diss; + pni->k_size = ppr->noninjection_Nk_acc_diss; + class_alloc(pni->k, + pni->k_size*sizeof(double), + pni->error_message); + class_alloc(pni->k_weights, + pni->k_size*sizeof(double), + pni->error_message); + class_alloc(pni->pk_primordial_k, + pni->k_size*sizeof(double), + pni->error_message); + + /** - Import primordial spectrum */ + for (index_k=0; index_kk_size; index_k++) { + pni->k[index_k] = exp(log(pni->k_min)+(log(pni->k_max)-log(pni->k_min))/(pni->k_size)*index_k); + + class_call(primordial_spectrum_at_k(ppm, + ppt->index_md_scalars, + linear, + pni->k[index_k], + &pni->pk_primordial_k[index_k]), + ppm->error_message, + pni->error_message); + } + + /** - Prepare wavenumber integration */ + class_call(array_trapezoidal_weights(pni->k, + pni->k_size, + pni->k_weights, + pni->error_message), + pni->error_message, + pni->error_message); + + class_alloc(pni->integrand_approx, + pni->k_size*sizeof(double), + pni->error_message); + + /** - Allocate backgorund and thermodynamcis vectors */ + last_index_back = 0; + last_index_thermo = 0; + class_alloc(pvecback, + pba->bg_size*sizeof(double), + pni->error_message); + class_alloc(pvecthermo, + pth->tt_size*sizeof(double), + pni->error_message); + + /** - Calculate WKB approximation ampltidue factor f_nu at early times */ + z_wkb = ppr->z_wkb_acc_diss; + class_call(background_at_z(pba, + z_wkb, + long_info, + inter_normal, + &last_index_back, + pvecback), + pba->error_message, + pni->error_message); + + pni->f_nu_wkb = (1.-pvecback[pba->index_bg_rho_g]/(pvecback[pba->index_bg_Omega_r]*pvecback[pba->index_bg_rho_crit])); + + /** - Import quantities from other structures */ + /* Background structure */ + pni->H0 = pba->H0*_c_/_Mpc_over_m_; // [1/s] + pni->T_g0 = pba->T_cmb; // [K] + pni->Omega0_b = pba->Omega0_b; // [-] + pni->Omega0_cdm = pba->Omega0_cdm; // [-] + pni->rho0_cdm = pba->Omega0_cdm*pow(pni->H0,2)*3/8./_PI_/_G_*_c_*_c_; // [J/m^3] + + /* Thermodynamics structure */ + pni->fHe = pth->fHe; // [-] + pni->N_e0 = pth->n_e; // [1/m^3] + + /** - Loop over z and calculate the heating at each point */ + dEdt = 0.; + for(index_z=0; index_zz_size_coarse; ++index_z){ + + z_coarse = pni->z_table_coarse[index_z]; + pni->noninjection_table[index_z] = 0.; + + /* Import quantities from background and thermodynamics structure */ + class_call(background_at_z(pba, + z_coarse, + long_info, + inter_closeby, + &last_index_back, + pvecback), + pba->error_message, + pni->error_message); + + pni->H = pvecback[pba->index_bg_H]*_c_/_Mpc_over_m_; // [1/s] + pni->a = pvecback[pba->index_bg_a]; // [-] + pni->rho_g = pvecback[pba->index_bg_rho_g]*_Jm3_over_Mpc2_; // [J/m^3] + R = (3./4.)*pvecback[pba->index_bg_rho_b]/pvecback[pba->index_bg_rho_g]; // [-] + pni->nH = pni->N_e0*pow(pni->a,-3); + + class_call(thermodynamics_at_z(pba, + pth, + z_coarse, + inter_normal, + &last_index_thermo, + pvecback, + pvecthermo), + pth->error_message, + pni->error_message); + + dkappa = pvecthermo[pth->index_th_dkappa]; // [1/Mpc] + pni->dkD_dz = 1./(pvecback[pba->index_bg_H]*dkappa)*(16./15.+pow(R,2.)/(1.+R))/(6.*(1.0+R)); // [Mpc^2] + pni->kD = 2.*_PI_/pvecthermo[pth->index_th_r_d]; // [1/Mpc] + pni->T_b = pvecthermo[pth->index_th_Tb]; // [K] + pni->T_g = pni->T_g0/pni->a; // [K] + pni->x_e = pvecthermo[pth->index_th_xe]; // [-] + pni->heat_capacity = (3./2.)*_k_B_*pni->nH*(1.+pni->fHe+pni->x_e); // [J/(K m^3)] + + /* Include all non-injected energy that does not need to be deposited (i.e. adiabatic terms as below) */ + /* First order cooling of photons due to adiabatic interaction with baryons */ + class_call(noninjection_rate_adiabatic_cooling(pni, + z_coarse, + &dEdt), + pni->error_message, + pni->error_message); + pni->noninjection_table[index_z]+=dEdt; + + /* Second order acoustic dissipation of BAO */ + class_call(noninjection_rate_acoustic_diss(pni, + z_coarse, + &dEdt), + pni->error_message, + pni->error_message); + pni->noninjection_table[index_z]+=dEdt; + } + + /** - Spline coarse z table in view of interpolation */ + class_call(array_spline_table_columns2(pni->z_table_coarse, + pni->z_size_coarse, + pni->noninjection_table, + 1, + pni->ddnoninjection_table, + _SPLINE_EST_DERIV_, + pni->error_message), + pni->error_message, + pni->error_message); + + /** - Evaluate the spline coarse table at the fine-grained z samples */ + for(index_z=0;index_zz_size;++index_z){ + class_call(array_spline_hunt(pni->z_table_coarse, + pni->z_size_coarse, + pni->z_table[index_z], + &last_index_coarse, + &h,&a,&b, + pni->error_message), + pni->error_message, + pni->error_message); + + temp_injection = array_spline_eval(pni->noninjection_table, + pni->ddnoninjection_table, + last_index_coarse, + last_index_coarse+1, + h,a,b); + pni->photon_dep_table[index_z]+=temp_injection; + } + + /** - Free temporary variables */ + free(pvecback); + free(pvecthermo); + + return _SUCCESS_; +} + +/** + * Free the noninjection structure. + * + * @param pni Input: pointer to noninjection structure + * @return the error status + */ +int noninjection_free(struct noninjection* pni){ + + free(pni->z_table); + free(pni->photon_dep_table); + + free(pni->k); + free(pni->k_weights); + free(pni->pk_primordial_k); + + free(pni->z_table_coarse); + free(pni->noninjection_table); + free(pni->ddnoninjection_table); + + free(pni->integrand_approx); + + return _SUCCESS_; +} + + +/** + * Interpolates photon injection from precomputed table at a given value of z. + * + * @param pni Input: pointer to noninjected structure + * @param z Input: redshift + * @param heat Output: photon heating at given redshift + * @return the error status + */ +int noninjection_photon_heating_at_z(struct noninjection* pni, + double z, + double* heat){ + + /** Define local variables */ + double h,a,b; + + class_call(array_spline_hunt(pni->z_table, + pni->z_size, + z, + &(pni->last_index_z), + &h,&a,&b, + pni->error_message), + pni->error_message, + pni->error_message); + + * heat = ( a*pni->photon_dep_table[pni->last_index_z] + b*pni->photon_dep_table[pni->last_index_z+1] ); + + return _SUCCESS_; +} + + +/** + * Calculate heating from adiabatic cooling of electrons and baryons. + * + * @param pni Input: pointer to noninjection structure + * @param z Input: redshift + * @param energy_rate Output: energy rate of non-injection process at given redshift + * @return the error status + */ +int noninjection_rate_adiabatic_cooling(struct noninjection * pni, + double z, + double * energy_rate){ + + /** Calculate heating rates */ + *energy_rate = -pni->heat_capacity*pni->H*pni->T_g; // [J/(m^3 s)] + + return _SUCCESS_; + +} + + +/** + * Calculate heating from dissipation of acoustic waves. + * + * @param pni Input: pointer to noninjection structure + * @param z Input: redshift + * @param energy_rate Output: energy rate of non-injection process at given redshift + * @return the error status + */ +int noninjection_rate_acoustic_diss(struct noninjection * pni, + double z, + double * energy_rate){ + + /** Define local variables */ + int index_k; + double dQrho_dz; + double A_wkb; + + /** a) Calculate full function */ + // CURRENTLY NOT YET IMPLEMENTED + + /** b) Calculate approximated function */ + if (_TRUE_){ + + A_wkb = 1./(1.+4./15.*pni->f_nu_wkb); + + /* Define integrand for approximated function */ + for (index_k=0; index_kk_size; index_k++) { + pni->integrand_approx[index_k] = 4.*A_wkb*A_wkb*pow(pni->k[index_k],1.)* + pni->pk_primordial_k[index_k]* + exp(-2.*pow(pni->k[index_k]/pni->kD,2.))* + pni->dkD_dz; + } + + class_call(array_trapezoidal_integral(pni->integrand_approx, + pni->k_size, + pni->k_weights, + &dQrho_dz, + pni->error_message), + pni->error_message, + pni->error_message); + + } + + *energy_rate = dQrho_dz*pni->H*pni->rho_g/pni->a; // [J/(m^3 s)] + + return _SUCCESS_; +} + +/** + * Outputs + */ +int noninjection_output_titles(struct noninjection * pni, char titles[_MAXTITLESTRINGLENGTH_]){ + + class_store_columntitle(titles,"Redshift z",_TRUE_); + class_store_columntitle(titles,"Photon Heating [-]",_TRUE_); + + return _SUCCESS_; +} + +int noninjection_output_data(struct noninjection * pni, + int number_of_titles, + double * data){ + int storeidx; + double * dataptr; + int index_z; + + for (index_z=0; index_zz_size; index_z++) { + dataptr = data + index_z*number_of_titles; + storeidx = 0; + class_store_double(dataptr, pni->z_table[index_z], _TRUE_, storeidx); + class_store_double(dataptr, pni->photon_dep_table[index_z], _TRUE_, storeidx); + } + + return _SUCCESS_; +} diff --git a/external/heating/noninjection.h b/external/heating/noninjection.h new file mode 100644 index 00000000..3c7c519d --- /dev/null +++ b/external/heating/noninjection.h @@ -0,0 +1,119 @@ +#ifndef __NONINJECTION__ +#define __NONINJECTION__ + +#include "common.h" //Use here ONLY the things required for defining the struct (i.e. common.h for the ErrorMsg) + +struct noninjection{ + + /** @name - Imported parameters */ + + //@{ + /* Arrays related to wavenumbers */ + double k_min; + double k_max; + int k_size; + double* k; + double* k_weights; + double* pk_primordial_k; + + /* Array related to WKB approximation for diss. of acc. waves */ + double* integrand_approx; + + /* Arrays related to redshift */ + double* z_table_coarse; + int z_size_coarse; + double logz_max; + double * noninjection_table; + double * ddnoninjection_table; + + int z_size; + double* z_table; + int last_index_z; + + /* Temporary quantities */ + // WKB approximation quantities + double f_nu_wkb; + double dkD_dz; + double kD; + // Fixed thermodynamic quantities + double H0; + double T_g0; + double Omega0_b; + double Omega0_cdm; + double rho0_cdm; + // Fixed thermodynamic quantities + double fHe; + double N_e0; + // Varying background quantities + double H; + double a; + double rho_g; + // Varying thermodynamic quantities + double heat_capacity; + double nH; + double T_b; + double T_g; + double x_e; + + //@} + + /** @name - Public tables and parameters */ + + //@{ + + double* photon_dep_table; /* The table of energy depositions into the photon fluid */ + + //@} + + /** @name - Flags and technical parameters */ + + //@{ + + /* Error message */ + ErrorMsg error_message; + + //@} + +}; + +/* @cond INCLUDE_WITH_DOXYGEN */ +/* + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + + int noninjection_init(struct precision* ppr, + struct background* pba, + struct thermodynamics* pth, + struct perturbations* ppt, + struct primordial* ppm, + struct noninjection* pni); + + int noninjection_free(struct noninjection* pni); + + int noninjection_photon_heating_at_z(struct noninjection* pni, + double z, + double* heat); + + int noninjection_rate_adiabatic_cooling(struct noninjection * pni, + double z, + double * energy_rate); + + int noninjection_rate_acoustic_diss(struct noninjection * pni, + double z, + double * energy_rate); + + int noninjection_output_titles(struct noninjection * pni, + char titles[_MAXTITLESTRINGLENGTH_]); + + int noninjection_output_data(struct noninjection * pni, + int number_of_titles, + double * data); + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/gravity_models/brans_dicke.ini b/gravity_models/brans_dicke.ini index 3e4f4e92..46ed3fe6 100644 --- a/gravity_models/brans_dicke.ini +++ b/gravity_models/brans_dicke.ini @@ -2,35 +2,35 @@ Parameter file for Brans Dicke theory -> See Avilez+13 (1303.4330) or Bellini+17 (1709.09135) Omega_Lambda = 0 -Omega_fld = 0 -Omega_smg = -1 +Omega_fld = 0 +Omega_smg = -1 -1) Brans-Dicke theory: G_2 -> (omega_BD/phi)X -V0, +1) Brans-Dicke theory: G_2 -> (omega_BD/phi)X -V0, G_4 -> phi M_p^2/2 initial field value sets M_*^2 (effective Planck mass) -gravity_model = brans dicke +gravity_model = brans dicke V0, omega_BD, phi_ini, phi'_ini parameters_smg = 0.7, 15, 1., 0 -2) Options for tuning of effective M_pl using phi_ini +2) Options for tuning of effective M2 using phi_ini Note that (b,c) are very close for large omega_BD (viable models) - + a) No specifications uses the input_value - -#comment M_pl_today_smg line below - - b) Specifying M_pl_today fixes phi_0 + +#comment M2_today_smg line below + + b) Specifying M2_today fixes phi_0 (overwrites phi_ini) -M_pl_today_smg = 1.0 - - c) Specifying M_pl_today AND normalize_G_NR +M2_today_smg = 1.0 + + c) Specifying M2_today AND normalize_G_NR sets G_eff -> 1 for non-relativistic matter - (overwrites phi_ini AND M_pl_today_smg) - + (overwrites phi_ini AND M2_today_smg) + #normalize_G_NR = yes @@ -43,7 +43,7 @@ a_min_stability_test_smg = 1e-6 root = output/brans_dicke_ -#output = tCl,mPk +#output = tCl,mPk output_background_smg = 10 write parameters = yeap diff --git a/gravity_smg/background_smg.c b/gravity_smg/background_smg.c new file mode 100644 index 00000000..38a830d2 --- /dev/null +++ b/gravity_smg/background_smg.c @@ -0,0 +1,1378 @@ +/** @file background_smg.c Documented background_smg module + * + * Emilio Bellini, Ignacy Sawicki, Miguel Zumalacarregui, 2024 + * + * Additional functions for the background module. + * It contains all the hi_class related functions (_smg) + * that are used by background.c. In this way the main hi_class + * modifications are stored here and the standard Class modules + * remain cleaner. + * + * The following nomenclature has been adopted: + * + * -# all the functions end with "_smg" to make them easily + * recognizable + * -# all the functions starting with "background" are + * directly called by background.c or the classy wrapper + * -# all the functions that do not start with "background" + * are only used internally in background_smg.c + */ + +#include "background_smg.h" + + +/** +* Fill the modified gravity part of background_functions. +* First all the Horndeski functions G_i(X,phi) are computed. +* A loop is used to allow different implementations without erasing previous ones +* Note that in CLASS units a canonical field has G2 = X ~ [Mpc]^-2 +* This implies that phi_prime ~ [Mpc]^-1 +* and phi is dimensionless (we can think of phi as given in units of the Planck mass +* - A default module to numerically compute the derivatives when no analytic functions are given should be added. +* Numerical derivatives may further serve as a consistency check. +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback_B Input: vector containing all {B} quantities +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param ptr_rho_tot Output: pointer to the total (without smg) energy density +* @param ptr_p_tot Output: pointer to the total (without smg) pressure +* @param ptr_rho_de Output: pointer to the dark energy density (smg) +* @return the error status +*/ +int background_gravity_functions_smg( + struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + double * ptr_rho_tot, + double * ptr_p_tot, + double * ptr_rho_de + ){ + + + /** - save rho_tot and p_tot without smg (it is important that smg is the last thing to be computed) */ + pvecback[pba->index_bg_rho_tot_wo_smg] = *ptr_rho_tot; + pvecback[pba->index_bg_p_tot_wo_smg] = *ptr_p_tot; + + // scalar field + curvature not yet implemented + class_test(pba->K !=0 , + pba->error_message, + "has_smg with curvature K = %e not yet implemented",pba->K); + + if (pba->field_evolution_smg == _TRUE_) { + + /* Define local variables */ + double x,f,df; + int n, n_max=100; + double H; + + /* Get phi and phi_prime from the integrator */ + pvecback[pba->index_bg_phi_smg] = pvecback_B[pba->index_bi_phi_smg]; + pvecback[pba->index_bg_phi_prime_smg] = pvecback_B[pba->index_bi_phi_prime_smg]; + + /* declare G functions and set defaults */ + struct G_functions_and_derivs gf = DEFAULT_G_FUNCTIONS_AND_DERIVS; + + /* update G functions and derivatives */ + class_call(gravity_models_get_Gs_smg(pba, a, pvecback_B, &gf), + pba->error_message, + pba->error_message + ); + + /* get Es functions. Notation: + * E0 + E1 H + E3 H^3 = E2 H^2 + */ + class_call(gravity_functions_Es_from_Gs_smg(pba, a, pvecback_B, pvecback, &gf), + pba->error_message, + pba->error_message + ); + + double E0 = pvecback[pba->index_bg_E0_smg]; + double E1 = pvecback[pba->index_bg_E1_smg]; + double E2 = pvecback[pba->index_bg_E2_smg]; + double E3 = pvecback[pba->index_bg_E3_smg]; + + class_test(E3*pow(E0,1./2.) > 1e-10 && pba->initial_conditions_set_smg == _FALSE_, + pba->error_message, + "E3=%e is large in Friedmann constraint when setting ICs ", E3); + + /* get Hubble, either solving the cubic Friedmann + * equation or from the integrator. + */ + if ((pba->hubble_evolution == _FALSE_) || (pba->initial_conditions_set_smg == _FALSE_)) { + /* Use Newton's method to solve the cubic Friedmann equation */ + x = sqrt(E0); + f = E3*x*x*x -E2*x*x + E1*x + E0; + n = 0; + while (fabs(f/E0)> 1e-8 && n < 100){ + f = E3*x*x*x - E2*x*x + E1*x + E0; + df = 3.*E3*x*x - 2.*E2*x + E1; + x -= f/df; + n++; + } + H=x; + if ((pba->background_verbose > 5) && (pba->initial_conditions_set_smg == _FALSE_ )) + printf(" Initial H = %e, sqrt(rho) = %e, ratio = %e, n=%i \n", H, sqrt(pvecback[pba->index_bg_rho_tot_wo_smg]),sqrt(pvecback[pba->index_bg_rho_tot_wo_smg])/H,n); + + class_test(isnan(H), + pba->error_message, + "H=%e is not a number at a = %e. phi = %e, phi_prime = %e, E0=%e, E1=%e, E2=%e, E3=%e ", + H,a,pvecback[pba->index_bg_phi_smg],pvecback[pba->index_bg_phi_prime_smg],E0,E1,E2,E3); + + } + else { + H = exp(pvecback_B[pba->index_bi_logH]); + } + pvecback[pba->index_bg_H] = H; + + /* get Ps and Rs functions. Notation: + * P0 phi'' + P1 H' + P2 = 0 + * R0 phi'' + R1 H' + R2 = 0 + */ + class_call(gravity_functions_Ps_and_Rs_from_Gs_smg(pba, a, pvecback_B, pvecback, &gf), + pba->error_message, + pba->error_message + ); + + double P0 = pvecback[pba->index_bg_P0_smg]; + double P1 = pvecback[pba->index_bg_P1_smg]; + double P2 = pvecback[pba->index_bg_P2_smg]; + double R0 = pvecback[pba->index_bg_R0_smg]; + double R1 = pvecback[pba->index_bg_R1_smg]; + double R2 = pvecback[pba->index_bg_R2_smg]; + + class_test_except((P1*R0 - P0*R1) == 0 , + pba->error_message, + free(pvecback);free(pvecback_B), + "scalar field mixing with metric has degenerate denominator at a = %e, phi = %e, phi_prime = %e \n with P1 = %e, R0 =%e, P0=%e, R1=%e, \n H=%e, E0=%e, E1=%e, E2=%e, E3=%e", + a,pvecback[pba->index_bg_phi_smg],pvecback[pba->index_bg_phi_prime_smg], P1, R0, P0, R1, + pvecback[pba->index_bg_H],E0,E1,E2,E3); + + /* Friedmann space-space equation with friction added */ + pvecback[pba->index_bg_H_prime] = (R0*P2 - P0*R2)/(P0*R1 - P1*R0); + /* choose sign for friction depending on the derivative */ + if ((2.*E2*H - E1 - 3*E3*H*H)>=0) + pvecback[pba->index_bg_H_prime] += - a*pba->hubble_friction*(E2*H*H - E0 - E1*H - E3*H*H*H); + else{ + pvecback[pba->index_bg_H_prime] += a*pba->hubble_friction*(E2*H*H - E0 - E1*H - E3*H*H*H); + } + + /* Field equation */ + pvecback[pba->index_bg_phi_prime_prime_smg] = (P1*R2 - R1*P2)/(P0*R1 - P1*R0); + + /* get alphas, background density and pressure, shift and current. */ + class_call(gravity_functions_building_blocks_from_Gs_smg(pba, a, pvecback_B, pvecback, &gf), + pba->error_message, + pba->error_message + ); + + /* get Bs, intermediate step for perturbations. */ + class_call(gravity_functions_Bs_from_Gs_smg(pba, a, pvecback_B, pvecback, &gf), + pba->error_message, + pba->error_message + ); + + } + // end of if pba->field_evolution_smg + else{ + + double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; + double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; + + /* get background parametrizations. */ + class_call(gravity_models_get_back_par_smg(pba, a, pvecback, pvecback_B), + pba->error_message, + pba->error_message + ); + + /* add _smg to rho_tot */ + rho_tot += pvecback[pba->index_bg_rho_smg]; + p_tot += pvecback[pba->index_bg_p_smg]; + + pvecback[pba->index_bg_H] = sqrt(rho_tot-pba->K/a/a); + /** - compute derivative of H with respect to conformal time */ + pvecback[pba->index_bg_H_prime] = - (3./2.) * (rho_tot + p_tot) * a + pba->K/a; + + //add friction term + if (pba->hubble_evolution == _TRUE_ && pba->initial_conditions_set_smg == _TRUE_){ + pvecback[pba->index_bg_H] = exp(pvecback_B[pba->index_bi_logH]); + /** - compute derivative of H with respect to conformal time */ + pvecback[pba->index_bg_H_prime] += - a*pba->hubble_friction*(pvecback[pba->index_bg_H]*pvecback[pba->index_bg_H] - rho_tot - pba->K/a/a); + } + + // Compute time derivative of rho_smg + if (pba->rho_evolution_smg == _TRUE_){ + pvecback[pba->index_bg_rho_prime_smg] = -3.*a*pvecback[pba->index_bg_H]*(1.+pvecback[pba->index_bg_w_smg])*pvecback[pba->index_bg_rho_smg]; + } + + + /* initialize the values to the defaults */ + pvecback[pba->index_bg_kineticity_smg] = 0; + pvecback[pba->index_bg_braiding_smg] = 0.; + pvecback[pba->index_bg_tensor_excess_smg] = 0.; + pvecback[pba->index_bg_beyond_horndeski_smg] = 0.; + pvecback[pba->index_bg_M2_smg] = 1.; + pvecback[pba->index_bg_delta_M2_smg] = 0.; + pvecback[pba->index_bg_M2_running_smg] = 0.; + + /* get background parametrizations. */ + class_call(gravity_models_get_alphas_par_smg(pba, a, pvecback, pvecback_B), + pba->error_message, + pba->error_message + ); + + } + //end of parameterized mode + + // add a value to the kineticity to avoid problems with perturbations in certain models. + // NOTE: this needs to be done here to avoid interfering with the equations + pvecback[pba->index_bg_kineticity_smg] += pba->kineticity_safe_smg; + + //Derivatives of the BS functions and others. Set to zero here and computed numerically once the background is integrated (needed so that debuggers don't complain). + + pvecback[pba->index_bg_kineticity_prime_smg] = 0.; + pvecback[pba->index_bg_braiding_prime_smg] = 0.; + pvecback[pba->index_bg_M2_running_prime_smg] = 0.; + pvecback[pba->index_bg_tensor_excess_prime_smg] = 0.; + pvecback[pba->index_bg_beyond_horndeski_prime_smg] = 0.; + pvecback[pba->index_bg_H_prime_prime] = 0.; + pvecback[pba->index_bg_p_tot_wo_prime_smg] = 0.; + pvecback[pba->index_bg_p_prime_smg] = 0.; + pvecback[pba->index_bg_cs2_smg] = 0.; + pvecback[pba->index_bg_kinetic_D_smg] = 0.; + pvecback[pba->index_bg_kinetic_D_prime_smg] = 0.; + if (pba->field_evolution_smg == _TRUE_) { + pvecback[pba->index_bg_kinetic_D_over_phiphi_smg] = 0.; + pvecback[pba->index_bg_kinetic_D_over_phiphi_prime_smg] = 0.; + } + pvecback[pba->index_bg_cs2num_smg] = 0.; + pvecback[pba->index_bg_cs2num_prime_smg] = 0.; + pvecback[pba->index_bg_A0_smg] = 0.; + pvecback[pba->index_bg_A1_smg] = 0.; + pvecback[pba->index_bg_A2_smg] = 0.; + pvecback[pba->index_bg_A3_smg] = 0.; + pvecback[pba->index_bg_A4_smg] = 0.; + pvecback[pba->index_bg_A5_smg] = 0.; + pvecback[pba->index_bg_A6_smg] = 0.; + pvecback[pba->index_bg_A7_smg] = 0.; + pvecback[pba->index_bg_A8_smg] = 0.; + pvecback[pba->index_bg_A9_smg] = 0.; + pvecback[pba->index_bg_A10_smg] = 0.; + pvecback[pba->index_bg_A11_smg] = 0.; + pvecback[pba->index_bg_A12_smg] = 0.; + pvecback[pba->index_bg_A13_smg] = 0.; + pvecback[pba->index_bg_A14_smg] = 0.; + pvecback[pba->index_bg_A15_smg] = 0.; + pvecback[pba->index_bg_A16_smg] = 0.; + pvecback[pba->index_bg_A9_prime_smg] = 0.; + pvecback[pba->index_bg_A10_prime_smg] = 0.; + pvecback[pba->index_bg_A12_prime_smg] = 0.; + pvecback[pba->index_bg_A13_prime_smg] = 0.; + if (pba->field_evolution_smg == _TRUE_) { + pvecback[pba->index_bg_C0_smg] = 0.; + pvecback[pba->index_bg_C1_smg] = 0.; + pvecback[pba->index_bg_C2_smg] = 0.; + pvecback[pba->index_bg_C3_smg] = 0.; + pvecback[pba->index_bg_C4_smg] = 0.; + pvecback[pba->index_bg_C5_smg] = 0.; + pvecback[pba->index_bg_C6_smg] = 0.; + pvecback[pba->index_bg_C7_smg] = 0.; + pvecback[pba->index_bg_C8_smg] = 0.; + pvecback[pba->index_bg_C9_smg] = 0.; + pvecback[pba->index_bg_C10_smg] = 0.; + pvecback[pba->index_bg_C11_smg] = 0.; + pvecback[pba->index_bg_C12_smg] = 0.; + pvecback[pba->index_bg_C13_smg] = 0.; + pvecback[pba->index_bg_C14_smg] = 0.; + pvecback[pba->index_bg_C15_smg] = 0.; + pvecback[pba->index_bg_C16_smg] = 0.; + pvecback[pba->index_bg_C9_prime_smg] = 0.; + pvecback[pba->index_bg_C10_prime_smg] = 0.; + pvecback[pba->index_bg_C12_prime_smg] = 0.; + pvecback[pba->index_bg_C13_prime_smg] = 0.; + } + pvecback[pba->index_bg_lambda_1_smg] = 0.; + pvecback[pba->index_bg_lambda_2_smg] = 0.; + pvecback[pba->index_bg_lambda_3_smg] = 0.; + pvecback[pba->index_bg_lambda_4_smg] = 0.; + pvecback[pba->index_bg_lambda_5_smg] = 0.; + pvecback[pba->index_bg_lambda_6_smg] = 0.; + pvecback[pba->index_bg_lambda_7_smg] = 0.; + pvecback[pba->index_bg_lambda_8_smg] = 0.; + pvecback[pba->index_bg_lambda_9_smg] = 0.; + pvecback[pba->index_bg_lambda_10_smg] = 0.; + pvecback[pba->index_bg_lambda_11_smg] = 0.; + pvecback[pba->index_bg_lambda_2_prime_smg] = 0.; + pvecback[pba->index_bg_lambda_8_prime_smg] = 0.; + pvecback[pba->index_bg_lambda_9_prime_smg] = 0.; + pvecback[pba->index_bg_lambda_11_prime_smg] = 0.; + pvecback[pba->index_bg_G_eff_smg] = 0.; + pvecback[pba->index_bg_slip_eff_smg] = 0.; + if (pba->field_evolution_smg == _FALSE_ && pba->M2_evolution_smg == _FALSE_){ + pvecback[pba->index_bg_M2_running_smg] = 0.; + } + + /* Check required conditions for the gravity_models. */ + if ( (pba->skip_stability_tests_smg == _FALSE_) && (pba->parameters_tuned_smg == _TRUE_) && (pba->Omega_smg_debug == 0) ) { + if (pba->is_quintessence_smg == _TRUE_){ + /* Check that w is not lower than w < -1 for quintessence */ + class_test( (pvecback[pba->index_bg_p_smg]/pvecback[pba->index_bg_rho_smg] < -(1 + pba->quintessence_w_safe_smg)), + pba->error_message, + "Dark Energy equation of state at a = %e is w = %e, lower than w = -(1 + th), with threshold, th = %e. Quintessence models can only have w > -1. Aborting.\n", a, pvecback[pba->index_bg_p_smg]/pvecback[pba->index_bg_rho_smg], pba->quintessence_w_safe_smg); + + class_test(( (pvecback[pba->index_bg_rho_smg] / (pba->Omega0_smg*pow(pba->H0,2)) + 1e-3) < 1), + pba->error_message, + "Dark Energy density, rho_smg = %e, at a = %e is lower than its given present value, Omega0_smg*H0^2= %e, since quintessence models have w > -1, it will never be reached. Aborting.\n", pvecback[pba->index_bg_rho_smg], a, pba->Omega0_smg*pow(pba->H0,2) ); + } + } + + *ptr_rho_tot += pvecback[pba->index_bg_rho_smg]; + *ptr_p_tot += pvecback[pba->index_bg_p_smg]; + //divide relativistic & nonrelativistic (not very meaningful for oscillatory models) + + //TODO: need to define meaningfully -> separate early universe (IC, BBN...) from late (Halofit...) + //BUG: causes problem with halofit!, if not, causes bug with Brans-Dicke + *ptr_rho_de += pvecback[pba->index_bg_rho_smg]; + + /** - compute w_smg */ + if (pba->rho_evolution_smg == _FALSE_) { + pvecback[pba->index_bg_w_smg] = pvecback[pba->index_bg_p_smg] / pvecback[pba->index_bg_rho_smg]; + } + + return _SUCCESS_; + +} + + +/** + * Free all memory space allocated by hi_class in background. + * + * + * @param pba Input: pointer to background structure (to be freed) + * @return the error status + */ +int background_free_smg( + struct background *pba + ) { + + if (pba->parameters_smg != NULL) + free(pba->parameters_smg); + //dealocate parameters_2_smg only for parameterizations + if (pba->field_evolution_smg == _FALSE_ && pba->parameters_2_smg != NULL) + free(pba->parameters_2_smg); + + return _SUCCESS_; +} + + +/** + * Define hi_class bg indices. + * + * @param pba Input: pointer to background structure + * @return the error status + */ +int background_define_indices_bg_smg( + struct background *pba, + int * index_bg + ) { + + class_define_index(pba->index_bg_phi_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_phi_prime_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_phi_prime_prime_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_rho_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_p_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_rho_prime_smg,pba->rho_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_w_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_current_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_shift_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_M2_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_delta_M2_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_kineticity_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_braiding_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_tensor_excess_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_M2_running_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_beyond_horndeski_smg,_TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_kineticity_over_phiphi_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_braiding_over_phi_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_beyond_horndeski_over_phi_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_braiding_over_phi_prime_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_beyond_horndeski_over_phi_prime_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_kineticity_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_braiding_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_M2_running_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_tensor_excess_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_beyond_horndeski_prime_smg,_TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_cs2_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_cs2num_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_cs2num_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_kinetic_D_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_kinetic_D_prime_smg,_TRUE_,*index_bg,1); + if (pba->field_evolution_smg == _TRUE_) { + class_define_index(pba->index_bg_kinetic_D_over_phiphi_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_kinetic_D_over_phiphi_prime_smg,_TRUE_,*index_bg,1); + } + class_define_index(pba->index_bg_A0_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A1_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A2_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A3_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A4_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A5_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A6_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A7_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A8_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A9_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A10_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A11_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A12_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A13_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A14_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A15_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A16_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A9_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A10_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A12_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_A13_prime_smg,_TRUE_,*index_bg,1); + + if (pba->field_evolution_smg == _TRUE_) { + class_define_index(pba->index_bg_B0_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B1_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B2_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B3_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B4_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B5_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B6_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B7_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B8_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B9_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B10_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B11_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_B12_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C0_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C1_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C2_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C3_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C4_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C5_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C6_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C7_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C8_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C9_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C10_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C11_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C12_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C13_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C14_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C15_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C16_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C9_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C10_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C12_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_C13_prime_smg,_TRUE_,*index_bg,1); + } + + class_define_index(pba->index_bg_lambda_1_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_2_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_3_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_4_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_5_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_6_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_7_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_8_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_9_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_10_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_11_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_2_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_8_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_9_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_lambda_11_prime_smg,_TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_E0_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_E1_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_E2_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_E3_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_P0_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_P1_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_P2_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_R0_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_R1_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + class_define_index(pba->index_bg_R2_smg,pba->field_evolution_smg == _TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_rho_tot_wo_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_p_tot_wo_smg,_TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_H_prime_prime,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_p_tot_wo_prime_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_p_prime_smg,_TRUE_,*index_bg,1); + + class_define_index(pba->index_bg_G_eff_smg,_TRUE_,*index_bg,1); + class_define_index(pba->index_bg_slip_eff_smg,_TRUE_,*index_bg,1); + + return _SUCCESS_; +} + + +/** + * Define hi_class bi indices. + * + * @param pba Input: pointer to background structure + * @return the error status + */ +int background_define_indices_bi_smg( + struct background *pba, + int * index_bi + ) { + + /* -> scalar field and its derivative wrt conformal time (only if needs to evolve the field) + * plus other parameters that might be integrated in certain parameterizations + */ + class_define_index(pba->index_bi_phi_smg, pba->field_evolution_smg,*index_bi,1); + class_define_index(pba->index_bi_phi_prime_smg, pba->field_evolution_smg,*index_bi,1); + + //if model needs to integrate M2 from alpha_M, declare an index + class_define_index(pba->index_bi_delta_M2_smg, pba->M2_evolution_smg,*index_bi,1); + + /* index for the smg energy density */ + class_define_index(pba->index_bi_rho_smg, pba->rho_evolution_smg,*index_bi,1); + + return _SUCCESS_; +} + + +/** +* In background_solve, after quantities {B} and {C} have been +* inegrated, this routine computes derived quantities, such as +* numerical derivatives of the alphas and functions that depend +* on combinations of alphas and derivatives. This is also the +* place where stability tests are done (in stability_tests_smg). +* +* @param pba Input: pointer to background structure +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pvecback_integration Output: vector of background quantities to be integrated, returned with proper initial values +* @return the error status +*/ +int background_solve_smg( + struct background *pba, + double * pvecback, + double * pvecback_integration + ) { + + /* define local variables */ + double a; + + /* necessary for calling array_interpolate(), but never used */ + int last_index; + int i; + + /** - second loop over lines, overwrite derivatives that can't be analytically computed from background_functions + * Fill the derivatives of the Bellini-Sawicki functions in pvecback + * This is done just by overwriting the pvecback entries corresponding to the relevant indice + */ + + double * pvecback_derivs; + class_alloc(pvecback_derivs,pba->bg_size*sizeof(double),pba->error_message); + + for (i=0; i < pba->bt_size; i++) { + + // write the derivatives in the structure + class_call(array_derivate_spline(pba->loga_table, // x_array + pba->bt_size, // int n_lines + pba->background_table, // array + pba->d2background_dloga2_table, // double * array_splined + pba->bg_size, // n_columns + pba->loga_table[i], // double x -> tau + &last_index, // int* last_index // this is something for the interpolation to talk to each other when using a loop + pvecback_derivs, // double * result + pba->bg_size, //result_size, from 1 to n_columns + pba->error_message), + pba->error_message, + pba->error_message); + + //Need to update pvecback + class_call(background_at_tau(pba, + pba->tau_table[i], + long_info, + inter_normal, + &last_index, //should be no problem to use the same one as for the derivatives + pvecback), + pba->error_message, + pba->error_message); + + a = pvecback[pba->index_bg_a]; + + /* - indices for scalar field (modified gravity) */ + class_call(derivatives_alphas_smg(pba, pvecback, pvecback_derivs, i), + pba->error_message, + pba->error_message + ); + + + class_call(gravity_functions_As_from_alphas_smg(pba, pvecback, pvecback_derivs), + pba->error_message, + pba->error_message); + + copy_to_background_table_smg(pba, i, pba->index_bg_kinetic_D_smg, pvecback[pba->index_bg_kinetic_D_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A0_smg, pvecback[pba->index_bg_A0_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A1_smg, pvecback[pba->index_bg_A1_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A2_smg, pvecback[pba->index_bg_A2_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A3_smg, pvecback[pba->index_bg_A3_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A4_smg, pvecback[pba->index_bg_A4_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A5_smg, pvecback[pba->index_bg_A5_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A6_smg, pvecback[pba->index_bg_A6_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A7_smg, pvecback[pba->index_bg_A7_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A8_smg, pvecback[pba->index_bg_A8_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A9_smg, pvecback[pba->index_bg_A9_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A10_smg, pvecback[pba->index_bg_A10_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A11_smg, pvecback[pba->index_bg_A11_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A12_smg, pvecback[pba->index_bg_A12_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A13_smg, pvecback[pba->index_bg_A13_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A14_smg, pvecback[pba->index_bg_A14_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A15_smg, pvecback[pba->index_bg_A15_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_A16_smg, pvecback[pba->index_bg_A16_smg]); + + if (pba->field_evolution_smg == _TRUE_) { + + class_call(gravity_functions_Cs_from_Bs_smg(pba, pvecback, pvecback_derivs), + pba->error_message, + pba->error_message); + + copy_to_background_table_smg(pba, i, pba->index_bg_kinetic_D_over_phiphi_smg, pvecback[pba->index_bg_kinetic_D_over_phiphi_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C0_smg, pvecback[pba->index_bg_C0_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C1_smg, pvecback[pba->index_bg_C1_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C2_smg, pvecback[pba->index_bg_C2_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C3_smg, pvecback[pba->index_bg_C3_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C4_smg, pvecback[pba->index_bg_C4_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C5_smg, pvecback[pba->index_bg_C5_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C6_smg, pvecback[pba->index_bg_C6_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C7_smg, pvecback[pba->index_bg_C7_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C8_smg, pvecback[pba->index_bg_C8_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C9_smg, pvecback[pba->index_bg_C9_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C10_smg, pvecback[pba->index_bg_C10_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C11_smg, pvecback[pba->index_bg_C11_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C12_smg, pvecback[pba->index_bg_C12_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C13_smg, pvecback[pba->index_bg_C13_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C14_smg, pvecback[pba->index_bg_C14_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C15_smg, pvecback[pba->index_bg_C15_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_C16_smg, pvecback[pba->index_bg_C16_smg]); + } + + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_1_smg, pvecback[pba->index_bg_lambda_1_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_2_smg, pvecback[pba->index_bg_lambda_2_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_3_smg, pvecback[pba->index_bg_lambda_3_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_4_smg, pvecback[pba->index_bg_lambda_4_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_5_smg, pvecback[pba->index_bg_lambda_5_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_6_smg, pvecback[pba->index_bg_lambda_6_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_7_smg, pvecback[pba->index_bg_lambda_7_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_8_smg, pvecback[pba->index_bg_lambda_8_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_9_smg, pvecback[pba->index_bg_lambda_9_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_10_smg, pvecback[pba->index_bg_lambda_10_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_11_smg, pvecback[pba->index_bg_lambda_11_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_cs2num_smg, pvecback[pba->index_bg_cs2num_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_cs2_smg, pvecback[pba->index_bg_cs2_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_G_eff_smg, pvecback[pba->index_bg_G_eff_smg]); + copy_to_background_table_smg(pba, i, pba->index_bg_slip_eff_smg, pvecback[pba->index_bg_slip_eff_smg]); + + /* Here we update the minimum values of the stability quantities + * test will be performed based on the lowest values + */ + if (a > pba->a_min_stability_test_smg && pba->parameters_tuned_smg == _TRUE_){ + if (pvecback[pba->index_bg_kinetic_D_smg] < pba->min_D_smg){ + pba->min_D_smg = pvecback[pba->index_bg_kinetic_D_smg]; + pba->a_min_D_smg = a; + } + if (pvecback[pba->index_bg_cs2_smg] <= pba->min_cs2_smg){ + pba->min_cs2_smg = pvecback[pba->index_bg_cs2_smg]; + pba->a_min_cs2_smg = a; + } + if (pvecback[pba->index_bg_M2_smg] < pba->min_M2_smg){ + pba->min_M2_smg = pvecback[pba->index_bg_M2_smg]; + pba->a_min_M2_smg = a; + } + if (pvecback[pba->index_bg_tensor_excess_smg] + 1. < pba->min_ct2_smg){ + pba->min_ct2_smg = 1. + pvecback[pba->index_bg_tensor_excess_smg]; + pba->a_min_ct2_smg = a; + } + if (pvecback[pba->index_bg_braiding_smg] < pba->min_bra_smg){ + pba->min_bra_smg = pvecback[pba->index_bg_braiding_smg]; + } + if (pvecback[pba->index_bg_braiding_smg] > pba->max_bra_smg){ + pba->max_bra_smg = pvecback[pba->index_bg_braiding_smg]; + } + } + + } + + class_call_except( + stability_tests_smg(pba, pvecback, pvecback_integration), + pba->error_message, + pba->error_message, + free(pvecback_derivs);free(pvecback);free(pvecback_integration);background_free(pba); + ); + + /* Yet another (third!) loop to make sure the background table makes sense + */ + for (i=0; i < pba->bt_size; i++) { + + //Need to update pvecback + class_call(background_at_tau(pba, + pba->tau_table[i], + long_info, + inter_normal, + &last_index, //should be no problem to use the same one as for the derivatives + pvecback), + pba->error_message, + pba->error_message); + + // NOTE: note that the derivative is now calculated w.r.t. loga, while our _prime are w.r.t. tau + double factor = pvecback[pba->index_bg_a]*pvecback[pba->index_bg_H]; + double d_over_dtau; + + //write the derivatives in the structure + class_call(array_derivate_spline(pba->loga_table, // x_array + pba->bt_size, // int n_lines + pba->background_table, // array + pba->d2background_dloga2_table, // double * array_splined + pba->bg_size, // n_columns + pba->loga_table[i], // double x -> tau + &last_index, // int* last_index // this is something for the interpolation to talk to each other when using a loop + pvecback_derivs, // double * result + pba->bg_size, //result_size, from 1 to n_columns + pba->error_message), + pba->error_message, + pba->error_message); + + //cs2num' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_cs2num_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_cs2num_prime_smg, d_over_dtau); + + //D' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_kinetic_D_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_kinetic_D_prime_smg, d_over_dtau); + + if (pba->field_evolution_smg == _TRUE_) { + //D_over_phiphi' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_kinetic_D_over_phiphi_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_kinetic_D_over_phiphi_prime_smg, d_over_dtau); + } + + //A9' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_A9_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_A9_prime_smg, d_over_dtau); + + //A10' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_A10_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_A10_prime_smg, d_over_dtau); + + //A12' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_A12_smg]; + + //A13' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_A13_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_A13_prime_smg, d_over_dtau); + + if (pba->field_evolution_smg == _TRUE_) { + //C9' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_C9_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_C9_prime_smg, d_over_dtau); + + //C10' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_C10_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_C10_prime_smg, d_over_dtau); + + //C12' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_C12_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_C12_prime_smg, d_over_dtau); + + //C13' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_C13_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_C13_prime_smg, d_over_dtau); + } + + //lambda_2' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_lambda_2_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_2_prime_smg, d_over_dtau); + + //lambda_8' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_lambda_8_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_8_prime_smg, d_over_dtau); + + //lambda_9' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_lambda_9_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_9_prime_smg, d_over_dtau); + + //lambda_11' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_lambda_11_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_lambda_11_prime_smg, d_over_dtau); + + + // check if any of the values becomes nan + int j = 0; + while (j < pba->bg_size){ + class_test_except(isnan(pvecback[j]) && (pba->parameters_tuned_smg == _TRUE_), + pba->error_message, + free(pvecback_derivs);free(pvecback);free(pvecback_integration);background_free(pba), + "pvecback[%i] = %e at a = %e in background!",j,pvecback[j],pvecback[pba->index_bg_a]); + j++; + } + + } + + free(pvecback_derivs); //free the structure + + return _SUCCESS_; + +} + + +/** +* Send _smg information to the standard output. +* +* @param pba Input: pointer to background structure +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pvecback_integration Output: vector of background quantities to be integrated, returned with proper initial values +* @return the error status +*/ +int background_print_stdout_smg( + struct background *pba, + double * pvecback, + double * pvecback_integration + ) { + + printf(" -> Omega_smg = %f, wanted %f ",pvecback[pba->index_bg_rho_smg]/pvecback[pba->index_bg_rho_crit], pba->Omega0_smg); + if(pba->has_lambda == _TRUE_) + printf(", Omega_Lambda = %f", pba->Omega0_lambda); + printf("\n"); + if (pba->background_verbose > 3) { + printf("Minimal stability values: cs2 = %g, ct2 = %g, D = %g, M2 = %g \n",pba->min_cs2_smg,pba->min_ct2_smg,pba->min_D_smg,pba->min_M2_smg); + } + + if (pba->field_evolution_smg == _TRUE_){ + pba->xi_0_smg = pvecback_integration[pba->index_bi_phi_prime_smg]*pvecback[pba->index_bg_H]/pow(pba->H0,2); + pba->phi_0_smg = pvecback_integration[pba->index_bi_phi_smg]; + } + + gravity_models_print_stdout_smg(pba); + + return _SUCCESS_; +} + + +/** +* For each integrated variable fix the initial condition. +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pvecback_integration Output: vector of background quantities to be integrated, returned with proper initial values +* @param ptr_rho_rad Input: pointer to the density of radiation +* @return the error status +*/ +int background_initial_conditions_smg( + struct background *pba, + double a, + double * pvecback, + double * pvecback_integration, + double * ptr_rho_rad + ) { + + double rho_rad = *ptr_rho_rad; + double phi_scale, V_scale,p1,p2,p3; //smg related variables + int i = 0; + + /** - fix initial value of modified gravity + * run over all possible model cases + */ + + pba->initial_conditions_set_smg = _FALSE_; + + //default value, can override later + if (pba->M2_evolution_smg ==_TRUE_){ + pvecback_integration[pba->index_bi_delta_M2_smg] = 0.; + } + + class_call(gravity_models_initial_conditions_smg(pba, a, pvecback, pvecback_integration, &rho_rad), + pba->error_message, + pba->error_message); + + if (pba->field_evolution_smg == _TRUE_){ + if (pba->background_verbose>3) + printf(" -> Initial conditions: phi = %e, phi' = %e \n",pvecback_integration[pba->index_bi_phi_smg],pvecback_integration[pba->index_bi_phi_prime_smg]); + + class_test_except(!isfinite(pvecback_integration[pba->index_bi_phi_smg]) || !isfinite(pvecback_integration[pba->index_bi_phi_smg]), + pba->error_message, + free(pvecback);free(pvecback_integration);background_free(pba), + "initial phi = %e phi_prime = %e -> check initial conditions", + pvecback_integration[pba->index_bi_phi_smg],pvecback_integration[pba->index_bi_phi_smg]); + } + if (pba->M2_evolution_smg == _TRUE_) + if (pba->background_verbose>3) + printf(" -> Initial conditions: delta_M2 = %e \n",pvecback_integration[pba->index_bi_delta_M2_smg]); + + return _SUCCESS_; +} + + +/** + * Subroutine for formatting background _smg output + * + * @param pba Input: pointer to background structure + * @param titles Ouput: name of columns when printing the background table + * @return the error status + */ +int background_store_columntitles_smg( + struct background *pba, + char titles[_MAXTITLESTRINGLENGTH_] + ) { + + class_store_columntitle(titles,"(.)rho_smg",_TRUE_); + class_store_columntitle(titles,"(.)p_smg",_TRUE_); + + if (pba->output_background_smg >= 1){ + class_store_columntitle(titles,"M*^2_smg",_TRUE_); + class_store_columntitle(titles,"D_M*^2_smg",_TRUE_); + class_store_columntitle(titles,"kineticity_smg",_TRUE_); + class_store_columntitle(titles,"braiding_smg",_TRUE_); + class_store_columntitle(titles,"tensor_excess_smg",_TRUE_); + class_store_columntitle(titles,"M2_running_smg",_TRUE_); + class_store_columntitle(titles,"beyond_horndeski_smg",_TRUE_); + class_store_columntitle(titles,"c_s^2",_TRUE_); + class_store_columntitle(titles,"kin (D)",_TRUE_); + class_store_columntitle(titles,"Current",pba->field_evolution_smg); + class_store_columntitle(titles,"Shift",pba->field_evolution_smg); + } + + if (pba->output_background_smg >= 2){ + class_store_columntitle(titles,"phi_smg",pba->field_evolution_smg); + class_store_columntitle(titles,"phi'",pba->field_evolution_smg); + class_store_columntitle(titles,"phi''",pba->field_evolution_smg); + class_store_columntitle(titles,"E0",pba->field_evolution_smg); + class_store_columntitle(titles,"E1",pba->field_evolution_smg); + class_store_columntitle(titles,"E2",pba->field_evolution_smg); + class_store_columntitle(titles,"E3",pba->field_evolution_smg); + class_store_columntitle(titles,"P0",pba->field_evolution_smg); + class_store_columntitle(titles,"P1",pba->field_evolution_smg); + class_store_columntitle(titles,"P2",pba->field_evolution_smg); + class_store_columntitle(titles,"R0",pba->field_evolution_smg); + class_store_columntitle(titles,"R1",pba->field_evolution_smg); + class_store_columntitle(titles,"R2",pba->field_evolution_smg); + class_store_columntitle(titles,"G_eff_smg",_TRUE_); + class_store_columntitle(titles,"slip_eff_smg",_TRUE_); + } + + if (pba->output_background_smg >= 3){ + class_store_columntitle(titles,"kineticity_prime_smg",_TRUE_); + class_store_columntitle(titles,"braiding_prime_smg",_TRUE_); + class_store_columntitle(titles,"kineticity_over_phiphi_smg",pba->field_evolution_smg); + class_store_columntitle(titles,"braiding_over_phi_smg",pba->field_evolution_smg); + class_store_columntitle(titles,"beyond_horndeski_over_phi_smg",pba->field_evolution_smg); + class_store_columntitle(titles,"kin_over_phiphi (D)",pba->field_evolution_smg); + class_store_columntitle(titles,"A0",_TRUE_); + class_store_columntitle(titles,"A1",_TRUE_); + class_store_columntitle(titles,"A2",_TRUE_); + class_store_columntitle(titles,"A3",_TRUE_); + class_store_columntitle(titles,"A4",_TRUE_); + class_store_columntitle(titles,"A5",_TRUE_); + class_store_columntitle(titles,"A6",_TRUE_); + class_store_columntitle(titles,"A7",_TRUE_); + class_store_columntitle(titles,"A8",_TRUE_); + class_store_columntitle(titles,"A9",_TRUE_); + class_store_columntitle(titles,"A10",_TRUE_); + class_store_columntitle(titles,"A11",_TRUE_); + class_store_columntitle(titles,"A12",_TRUE_); + class_store_columntitle(titles,"A13",_TRUE_); + class_store_columntitle(titles,"A14",_TRUE_); + class_store_columntitle(titles,"A15",_TRUE_); + class_store_columntitle(titles,"A16",_TRUE_); + class_store_columntitle(titles,"B0",pba->field_evolution_smg); + class_store_columntitle(titles,"B1",pba->field_evolution_smg); + class_store_columntitle(titles,"B2",pba->field_evolution_smg); + class_store_columntitle(titles,"B3",pba->field_evolution_smg); + class_store_columntitle(titles,"B4",pba->field_evolution_smg); + class_store_columntitle(titles,"B5",pba->field_evolution_smg); + class_store_columntitle(titles,"B6",pba->field_evolution_smg); + class_store_columntitle(titles,"B7",pba->field_evolution_smg); + class_store_columntitle(titles,"B8",pba->field_evolution_smg); + class_store_columntitle(titles,"B9",pba->field_evolution_smg); + class_store_columntitle(titles,"B10",pba->field_evolution_smg); + class_store_columntitle(titles,"B11",pba->field_evolution_smg); + class_store_columntitle(titles,"B12",pba->field_evolution_smg); + class_store_columntitle(titles,"C0",pba->field_evolution_smg); + class_store_columntitle(titles,"C1",pba->field_evolution_smg); + class_store_columntitle(titles,"C2",pba->field_evolution_smg); + class_store_columntitle(titles,"C3",pba->field_evolution_smg); + class_store_columntitle(titles,"C4",pba->field_evolution_smg); + class_store_columntitle(titles,"C5",pba->field_evolution_smg); + class_store_columntitle(titles,"C6",pba->field_evolution_smg); + class_store_columntitle(titles,"C7",pba->field_evolution_smg); + class_store_columntitle(titles,"C8",pba->field_evolution_smg); + class_store_columntitle(titles,"C9",pba->field_evolution_smg); + class_store_columntitle(titles,"C10",pba->field_evolution_smg); + class_store_columntitle(titles,"C11",pba->field_evolution_smg); + class_store_columntitle(titles,"C12",pba->field_evolution_smg); + class_store_columntitle(titles,"C13",pba->field_evolution_smg); + class_store_columntitle(titles,"C14",pba->field_evolution_smg); + class_store_columntitle(titles,"C15",pba->field_evolution_smg); + class_store_columntitle(titles,"C16",pba->field_evolution_smg); + class_store_columntitle(titles,"lambda_1",_TRUE_); + class_store_columntitle(titles,"lambda_2",_TRUE_); + class_store_columntitle(titles,"lambda_3",_TRUE_); + class_store_columntitle(titles,"lambda_4",_TRUE_); + class_store_columntitle(titles,"lambda_5",_TRUE_); + class_store_columntitle(titles,"lambda_6",_TRUE_); + class_store_columntitle(titles,"lambda_7",_TRUE_); + class_store_columntitle(titles,"lambda_8",_TRUE_); + class_store_columntitle(titles,"lambda_9",_TRUE_); + class_store_columntitle(titles,"lambda_10",_TRUE_); + class_store_columntitle(titles,"lambda_11",_TRUE_); + class_store_columntitle(titles,"lambda_2_p",_TRUE_); + class_store_columntitle(titles,"lambda_8_p",_TRUE_); + class_store_columntitle(titles,"lambda_9_p",_TRUE_); + class_store_columntitle(titles,"lambda_11_p",_TRUE_); + class_store_columntitle(titles,"cs2num",_TRUE_); + class_store_columntitle(titles,"cs2num_p",_TRUE_); + } + + return _SUCCESS_; +} + + +/** + * Subroutine for writing the background _smg output + * + * @param pba Input: pointer to background structure + * @param pvecback Input: vector of background quantities + * @param dataptr Ouput: pointer to 1d array storing all the background table + * @param ptr_storeidx Ouput: pointer to index with number of columns + * @return the error status + */ +int background_output_data_smg( + struct background *pba, + double * pvecback, + double * dataptr, + int * ptr_storeidx + ) { + + int storeidx = *ptr_storeidx; + + class_store_double(dataptr,pvecback[pba->index_bg_rho_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_p_smg],_TRUE_,storeidx); + + if (pba->output_background_smg >= 1){ + class_store_double(dataptr,pvecback[pba->index_bg_M2_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_delta_M2_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_kineticity_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_braiding_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_tensor_excess_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_M2_running_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_beyond_horndeski_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_cs2_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_kinetic_D_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_current_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_shift_smg],pba->field_evolution_smg,storeidx); + } + + if (pba->output_background_smg >= 2){ + class_store_double(dataptr,pvecback[pba->index_bg_phi_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_phi_prime_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_phi_prime_prime_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_E0_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_E1_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_E2_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_E3_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_P0_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_P1_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_P2_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_R0_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_R1_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_R2_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_G_eff_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_slip_eff_smg],_TRUE_,storeidx); + } + + if (pba->output_background_smg >= 3){ + class_store_double(dataptr,pvecback[pba->index_bg_kineticity_prime_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_braiding_prime_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_kineticity_over_phiphi_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_braiding_over_phi_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_beyond_horndeski_over_phi_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_kinetic_D_over_phiphi_smg],pba->field_evolution_smg,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A0_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A1_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A2_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A3_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A4_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A5_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A6_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A7_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A8_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A9_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A10_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A11_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A12_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A13_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A14_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A15_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_A16_smg],_TRUE_,storeidx); + + if (pba->field_evolution_smg == _TRUE_) { + class_store_double(dataptr,pvecback[pba->index_bg_B0_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B1_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B2_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B3_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B4_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B5_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B6_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B7_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B8_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B9_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B10_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B11_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_B12_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C0_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C1_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C2_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C2_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C3_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C4_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C5_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C6_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C7_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C8_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C9_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C10_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C11_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C12_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C13_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C15_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_C16_smg],_TRUE_,storeidx); + } + + class_store_double(dataptr,pvecback[pba->index_bg_lambda_1_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_2_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_3_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_4_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_5_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_6_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_7_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_8_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_9_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_10_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_11_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_2_prime_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_8_prime_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_9_prime_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_lambda_11_prime_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_cs2num_smg],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_cs2num_prime_smg],_TRUE_,storeidx); + } + + *ptr_storeidx = storeidx; + + return _SUCCESS_; +} + + +/** + * Derivatives of {B} _smg quantities + * + * @param pba Input: pointer to background structure + * @param a Input: scale factor + * @param pvecback Input: vector of background quantities + * @param y Input: current vector of integrated quantities (with index_bi) + * @param dy Output: current derivative of y w.r.t log(a) + * @return the error status + */ +int background_derivs_smg( + struct background *pba, + double a, + double * pvecback, + double * y, + double * dy + ) { + + double H = pvecback[pba->index_bg_H]; + + /** - calculate /f$ \rho'(\tau)= -3aH (1+w) \rho /f$ written as \f$ d\rho/dloga = \rho' / (aH) \f$ */ + if (pba->rho_evolution_smg == _TRUE_){ + dy[pba->index_bi_rho_smg] = pvecback[pba->index_bg_rho_prime_smg]/a/H; + } + + /** - Scalar field equation: \f$ \phi''(t) + 2 a H \phi'(t) + a^2 dV = 0 \f$ + (note H is wrt cosmic time) **/ + if(pba->field_evolution_smg){ + dy[pba->index_bi_phi_smg] = y[pba->index_bi_phi_prime_smg]/a/H; + dy[pba->index_bi_phi_prime_smg] = pvecback[pba->index_bg_phi_prime_prime_smg]/a/H; + } + /** - Planck mass equation (if parameterization in terms of alpha_m **/ + if (pba->M2_evolution_smg == _TRUE_) + dy[pba->index_bi_delta_M2_smg] = pvecback[pba->index_bg_M2_running_smg]*(y[pba->index_bi_delta_M2_smg] + 1); //in this case the running has to be integrated (eq 3.3 of 1404.3713 yields M2' = aH\alpha_M) + + return _SUCCESS_; +} + + +/** +* Stability tests for smg. +* +* @param pba Input: pointer to background structure +* @param pvecback Input: vector of background quantities +* @param pvecback_integration Input: vector of background quantities to be integrated +* @return the error status +*/ +int stability_tests_smg( + struct background *pba, + double * pvecback, + double * pvecback_integration + ) { + + /* Horndeski stability tests + * only if not overriden + * and model is tuned! + */ + if ((pba->parameters_tuned_smg == _TRUE_) && + (pba->skip_stability_tests_smg == _FALSE_)){ + + class_test(pba->min_D_smg <= -fabs(pba->D_safe_smg), + pba->error_message, + "Ghost instability for scalar field perturbations with minimum D=%g at a=%e\n", pba->min_D_smg, pba->a_min_D_smg); + class_test(pba->min_cs2_smg < -fabs(pba->cs2_safe_smg), + pba->error_message, + "Gradient instability for scalar field perturbations with minimum c_s^2=%g at a=%e\n", pba->min_cs2_smg, pba->a_min_cs2_smg); + class_test(pba->min_M2_smg < -fabs(pba->M2_safe_smg), + pba->error_message, + "Ghost instability for metric tensor perturbations with minimum M*^2=%g at a=%e\n", pba->min_M2_smg, pba->a_min_M2_smg); + class_test(pba->min_ct2_smg < -fabs(pba->ct2_safe_smg), + pba->error_message, + "Gradient instability for metric tensor perturbations with minimum c_t^2=%g at a=%e\n",pba->min_ct2_smg,pba->a_min_ct2_smg); + + } + + return _SUCCESS_; +} + + +/** +* Numerical derivatives of the alphas. +* +* @param pba Input: pointer to background structure +* @param pvecback Input: vector of background quantities +* @param pvecback_derivs Output: vector of derivatives +* @param i Input: counter for the time step +* @return the error status +*/ +int derivatives_alphas_smg( + struct background *pba, + double * pvecback, + double * pvecback_derivs, + int i + ) { + + /* -> write in the table (overwrite the alpha time derivatives, which were set to nan in background_functions) + * direction of copy: add the corresponding indices to the coordinates + * thing to be copied: the address (&) to the element of pvecback corresponding to the index we want + * size: just a single double number + * -> repeat for all necessary quantities + */ + + /* necessary for calling array_interpolate(), but never used */ + int last_index; + + // NOTE: note that the derivative is now calculated w.r.t. log(a), while our _prime are w.r.t. tau + double factor = pvecback[pba->index_bg_a]*pvecback[pba->index_bg_H]; + double d_over_dtau; + + /*NOTE: here we compute the derivatives of quantities coputed in background_gravity_functions_smg during the integration. + * for quantities that depend on these derivatives (e.g. the gamma_i functions determining the effective mass) + * there is an additional loop at the end of background_solve + */ + + // Kineticity' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_kineticity_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_kineticity_prime_smg, d_over_dtau); + + //Braiding' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_braiding_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_braiding_prime_smg, d_over_dtau); + + //Planck mass run rate' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_M2_running_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_M2_running_prime_smg, d_over_dtau); + + //Tensor excess' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_tensor_excess_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_tensor_excess_prime_smg, d_over_dtau); + + //Beyond horndeski' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_beyond_horndeski_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_beyond_horndeski_prime_smg, d_over_dtau); + + if (pba->field_evolution_smg == _TRUE_) { + //Braiding_over_phi' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_braiding_over_phi_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_braiding_over_phi_prime_smg, d_over_dtau); + + //Beyond_horndeski_over_phi' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_beyond_horndeski_over_phi_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_beyond_horndeski_over_phi_prime_smg, d_over_dtau); + } + + //H'' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_H_prime]; + copy_to_background_table_smg(pba, i, pba->index_bg_H_prime_prime, d_over_dtau); + + // p_tot_wo_smg' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_p_tot_wo_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_p_tot_wo_prime_smg, d_over_dtau); + + // p_smg' + d_over_dtau = factor*pvecback_derivs[pba->index_bg_p_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_p_prime_smg, d_over_dtau); + + // Planck's mass running + // Only need to compute it if neither self consistent field evolution nor evolving M2 in terms of alpha_M + // check equation 3.3 of Bellini & Sawicki 2014 + + if (pba->field_evolution_smg == _FALSE_ && pba->M2_evolution_smg == _FALSE_){ + double alpha_M = pvecback_derivs[pba->index_bg_delta_M2_smg]/pvecback[pba->index_bg_M2_smg]; + copy_to_background_table_smg(pba, i, pba->index_bg_M2_running_smg, alpha_M); + } + + if(pba->background_verbose > 15 && fabs(1. - pvecback[pba->index_bg_H_prime]/pvecback_derivs[pba->index_bg_H]/factor)>1e-8) +printf("a = %g, (delta H')/H' = %g \n", pvecback[pba->index_bg_a], 1. - pvecback[pba->index_bg_H_prime]/pvecback_derivs[pba->index_bg_H]/factor); + + return _SUCCESS_; +} + + +/** +* Copy to the background table _smg quantities. +* +* @param pba Input: pointer to background structure +* @param row Input: table row +* @param column Input: table column +* @param value Input: value to copy +* @return the error status +*/ +int copy_to_background_table_smg( + struct background *pba, + int row, + int column, + double value + ) { + + /* needed for growing table */ + void * memcopy_result; + + memcopy_result = memcpy(pba->background_table + row*pba->bg_size + column, + &value, 1*sizeof(double)); + class_test(memcopy_result != pba->background_table + row*pba->bg_size + column, + pba->error_message, "cannot copy data back to pba->background_table"); + + return _SUCCESS_; +} diff --git a/gravity_smg/fourier_smg.c b/gravity_smg/fourier_smg.c new file mode 100644 index 00000000..2e5f54e7 --- /dev/null +++ b/gravity_smg/fourier_smg.c @@ -0,0 +1,64 @@ +/** @file fourier_smg.c Documented fourier_smg module + * + * Emilio Bellini, Ignacy Sawicki, Miguel Zumalacarregui, 2024 + * + * Additional functions for the fourier module. + * It contains all the hi_class related functions (_smg) + * that are used by fourier.c. In this way the main hi_class + * modifications are stored here and the standard Class modules + * remain cleaner. + * + * The following nomenclature has been adopted: + * + * -# all the functions end with "_smg" to make them easily + * recognizable + * -# all the functions starting with "fourier_" are + * directly called by fourier.c or the classy wrapper + * -# all the functions that do not start with "fourier_" + * are only used internally in fourier_smg.c + */ + +#include "fourier_smg.h" + + +/** + * Computes the correction to the virialized halo overdensity in + * modified gravity models. This is necessary to correct the HMCode + * method presented in Mead et al. 1505.07833. + * For now corrections have been calculated only for Jordan-Brans-Dicke + * models with a procedure described in Joudaki et al. 2010.15278. + * + * @param pba Input: pointer to background structure + * @param z_at_tau Input: redshift, at which to compute the nl correction + * @param Delta_v_0 Input/Output: value of the virialized overdensity + * @return the error status + */ +int fourier_hmcode_Delta_v_0_smg( + struct background *pba, + double z_at_tau, + double * Delta_v_0 + ) { + + // Corrections are implemented only for Brans-Dicke + if (pba->gravity_model_smg == brans_dicke) { + + // Local variables + double d0, fac; + double omega = pba->parameters_smg[1]; + if(omega<50.){ + printf("WARNING: Currently HMcode has been fitted only for omega>50. Setting omega=50.\n"); + omega = 50.; + } + + d0 = 320.0+40.0*pow(z_at_tau, 0.26); + fac = atan(pow(abs(omega-50.0)*0.001, 0.2))*2.0/acos(-1.0); + + // Fitting formula based on simulations + *Delta_v_0 = d0 + (*Delta_v_0 - d0) * fac; + } + else{ + printf("WARNING: Currently HMcode is implemented only for Brans-Dicke.\n"); + } + + return _SUCCESS_; +} diff --git a/gravity_smg/gravity_functions_smg.c b/gravity_smg/gravity_functions_smg.c new file mode 100644 index 00000000..fdf394da --- /dev/null +++ b/gravity_smg/gravity_functions_smg.c @@ -0,0 +1,1255 @@ +/** @file gravity_functions_smg.c Documented gravity_functions_smg module + * + * Emilio Bellini, Ignacy Sawicki, Miguel Zumalacarregui, 2024 + * + * This module contains all the complicated expressions + * used in hi_class. In particular, they are casted in + * different functions, depending on their type: + * - background (first Es and then Ps and Rs) as a functions of the Gs + * - alphas as a functions of the Gs + * - As as a functions of the alphas + * - Bs as a functions of the Gs + * - Cs as a functions of the As + * + * The purpose of this module is twofold: + * - isolate long expressions in one single file + * - have a file that can be optimized for specific theories. + * Indeed, the problem of numerical errors can be alleviated + * when analytic cancellations greatly simplify long expressions + */ + +#include "gravity_functions_smg.h" + + +/** +* Get gravity functions Es from Gs. These are the functions +* entering the Friedmann time-time constraint, which is +* cubic in H for beyond Horndeski theories. In background_smg +* these functions are used to solve algebrically for H. The form +* is the following: +* +* E0 + E1 H + E3 H^3 = E2 H^2 +* +* NOTE: H is NOT the curly H!! +* NOTE: added rho_tot and p_tot do not contain _smg +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback_B Input: vector containing all {B} quantities +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pgf Input: pointer to G_functions_and_derivs structure +* @return the error status +*/ +int gravity_functions_Es_from_Gs_smg( + struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + struct G_functions_and_derivs *pgf + ) { + + /* Define local variables */ + double phi = pvecback_B[pba->index_bi_phi_smg]; + double phi_prime = pvecback_B[pba->index_bi_phi_prime_smg]; + double X = 0.5*pow(phi_prime/a,2); + double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; + double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; + + double G2=pgf->G2; + double G2_X=pgf->G2_X, G2_XX=pgf->G2_XX, G2_XXX=pgf->G2_XXX; + double G2_phi=pgf->G2_phi, G2_Xphi=pgf->G2_Xphi, G2_XXphi=pgf->G2_XXphi; + double G2_phiphi=pgf->G2_phiphi, G2_Xphiphi=pgf->G2_Xphiphi; + double G3_X=pgf->G3_X, G3_XX=pgf->G3_XX, G3_XXX=pgf->G3_XXX; + double G3_phi=pgf->G3_phi, G3_Xphi=pgf->G3_Xphi, G3_XXphi=pgf->G3_XXphi; + double G3_phiphi=pgf->G3_phiphi, G3_Xphiphi=pgf->G3_Xphiphi; + double G3_phiphiphi=pgf->G3_phiphiphi; + double G4=pgf->G4, DG4=pgf->DG4; + double G4_X=pgf->G4_X, G4_XX=pgf->G4_XX, G4_XXX=pgf->G4_XXX, G4_XXXX=pgf->G4_XXXX; + double G4_phi=pgf->G4_phi, G4_Xphi=pgf->G4_Xphi, G4_XXphi=pgf->G4_XXphi, G4_XXXphi=pgf->G4_XXXphi; + double G4_phiphi=pgf->G4_phiphi, G4_Xphiphi=pgf->G4_Xphiphi, G4_XXphiphi=pgf->G4_XXphiphi; + double G4_phiphiphi=pgf->G4_phiphiphi, G4_Xphiphiphi=pgf->G4_Xphiphiphi; + double G5_X=pgf->G5_X, G5_XX=pgf->G5_XX, G5_XXX=pgf->G5_XXX, G5_XXXX=pgf->G5_XXXX; + double G5_phi=pgf->G5_phi, G5_Xphi=pgf->G5_Xphi, G5_XXphi=pgf->G5_XXphi, G5_XXXphi=pgf->G5_XXXphi; + double G5_phiphi=pgf->G5_phiphi, G5_Xphiphi=pgf->G5_Xphiphi, G5_XXphiphi=pgf->G5_XXphiphi; + double G5_phiphiphi=pgf->G5_phiphiphi, G5_Xphiphiphi=pgf->G5_Xphiphiphi; + double F4=pgf->F4; + double F4_X=pgf->F4_X, F4_XX=pgf->F4_XX, F4_XXX=pgf->F4_XXX; + double F4_phi=pgf->F4_phi, F4_Xphi=pgf->F4_Xphi, F4_XXphi=pgf->F4_XXphi; + double F4_phiphi=pgf->F4_phiphi, F4_Xphiphi=pgf->F4_Xphiphi; + double F5=pgf->F5; + double F5_X=pgf->F5_X, F5_XX=pgf->F5_XX, F5_XXX=pgf->F5_XXX; + double F5_phi=pgf->F5_phi, F5_Xphi=pgf->F5_Xphi, F5_XXphi=pgf->F5_XXphi; + double F5_phiphi=pgf->F5_phiphi, F5_Xphiphi=pgf->F5_Xphiphi; + + pvecback[pba->index_bg_E0_smg] = + 1./3.*( + + 3.*rho_tot - G2 + 2.*X*(G2_X - G3_phi) + ); + + pvecback[pba->index_bg_E1_smg] = + - 2.*( + + G4_phi - X*(G3_X - 2.*G4_Xphi) + )*phi_prime/a; + + pvecback[pba->index_bg_E2_smg] = + 2.*( + 1./2. + DG4 - X*(4.*G4_X - 3.*G5_phi) + - 2.*pow(X,2)*(2.*G4_XX - G5_Xphi + 10.*F4) - 8.*pow(X,3)*F4_X + ); + + pvecback[pba->index_bg_E3_smg] = + 2./3.*X*( + + 5.*G5_X + 2.*X*(G5_XX - 42.*F5) - 24.*pow(X,2)*F5_X + )*phi_prime/a; + + return _SUCCESS_; +} + + +/** +* Get gravity functions Ps and Rs from Gs. These are the functions +* entering the Friedmann space-space equation and the scalar field +* one. In background_smg these functions are used to solve algebrically +* for H' and phi''. The form is the following: +* +* P0 phi'' + P1 H' + P2 = 0 +* R0 phi'' + R1 H' + R2 = 0 +* +* NOTE: H is NOT the curly H!! +* NOTE: added rho_tot and p_tot do not contain _smg +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback_B Input: vector containing all {B} quantities +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pgf Input: pointer to G_functions_and_derivs structure +* @return the error status +*/ +int gravity_functions_Ps_and_Rs_from_Gs_smg( + struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + struct G_functions_and_derivs *pgf + ) { + + /* Define local variables */ + double H = pvecback[pba->index_bg_H]; + double phi = pvecback_B[pba->index_bi_phi_smg]; + double phi_prime = pvecback_B[pba->index_bi_phi_prime_smg]; + double X = 0.5*pow(phi_prime/a,2); + double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; + double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; + + double G2=pgf->G2; + double G2_X=pgf->G2_X, G2_XX=pgf->G2_XX, G2_XXX=pgf->G2_XXX; + double G2_phi=pgf->G2_phi, G2_Xphi=pgf->G2_Xphi, G2_XXphi=pgf->G2_XXphi; + double G2_phiphi=pgf->G2_phiphi, G2_Xphiphi=pgf->G2_Xphiphi; + double G3_X=pgf->G3_X, G3_XX=pgf->G3_XX, G3_XXX=pgf->G3_XXX; + double G3_phi=pgf->G3_phi, G3_Xphi=pgf->G3_Xphi, G3_XXphi=pgf->G3_XXphi; + double G3_phiphi=pgf->G3_phiphi, G3_Xphiphi=pgf->G3_Xphiphi; + double G3_phiphiphi=pgf->G3_phiphiphi; + double G4=pgf->G4, DG4=pgf->DG4; + double G4_X=pgf->G4_X, G4_XX=pgf->G4_XX, G4_XXX=pgf->G4_XXX, G4_XXXX=pgf->G4_XXXX; + double G4_phi=pgf->G4_phi, G4_Xphi=pgf->G4_Xphi, G4_XXphi=pgf->G4_XXphi, G4_XXXphi=pgf->G4_XXXphi; + double G4_phiphi=pgf->G4_phiphi, G4_Xphiphi=pgf->G4_Xphiphi, G4_XXphiphi=pgf->G4_XXphiphi; + double G4_phiphiphi=pgf->G4_phiphiphi, G4_Xphiphiphi=pgf->G4_Xphiphiphi; + double G5_X=pgf->G5_X, G5_XX=pgf->G5_XX, G5_XXX=pgf->G5_XXX, G5_XXXX=pgf->G5_XXXX; + double G5_phi=pgf->G5_phi, G5_Xphi=pgf->G5_Xphi, G5_XXphi=pgf->G5_XXphi, G5_XXXphi=pgf->G5_XXXphi; + double G5_phiphi=pgf->G5_phiphi, G5_Xphiphi=pgf->G5_Xphiphi, G5_XXphiphi=pgf->G5_XXphiphi; + double G5_phiphiphi=pgf->G5_phiphiphi, G5_Xphiphiphi=pgf->G5_Xphiphiphi; + double F4=pgf->F4; + double F4_X=pgf->F4_X, F4_XX=pgf->F4_XX, F4_XXX=pgf->F4_XXX; + double F4_phi=pgf->F4_phi, F4_Xphi=pgf->F4_Xphi, F4_XXphi=pgf->F4_XXphi; + double F4_phiphi=pgf->F4_phiphi, F4_Xphiphi=pgf->F4_Xphiphi; + double F5=pgf->F5; + double F5_X=pgf->F5_X, F5_XX=pgf->F5_XX, F5_XXX=pgf->F5_XXX; + double F5_phi=pgf->F5_phi, F5_Xphi=pgf->F5_Xphi, F5_XXphi=pgf->F5_XXphi; + double F5_phiphi=pgf->F5_phiphi, F5_Xphiphi=pgf->F5_Xphiphi; + + pvecback[pba->index_bg_P0_smg] = + - 2./3.*( + + G4_phi - X*(G3_X - 2.*G4_Xphi) + - 2.*( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 8.*F4) + 4.*pow(X,2)*F4_X + )*H*phi_prime/a + - X*( + + 3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,2) + )/a; + + pvecback[pba->index_bg_P1_smg] = + - 2./3.*( + + 1. + 2.*DG4 - 2.*X*(2.*G4_X - G5_phi) + - 8.*F4*pow(X,2) - 2.*X*(G5_X - 12.*X*F5 )*H*phi_prime/a + ); + + pvecback[pba->index_bg_P2_smg] = + - 1./3.*a*( + + 3.*(rho_tot + p_tot) + + 2.*X*(G2_X - 2.*G3_phi + 2.*G4_phiphi) + - 4.*( + + G4_phi - X*(2.*G3_X - 6.*G4_Xphi + G5_phiphi) + 4.*pow(X,2)*F4_phi + )*H*phi_prime/a + + 4.*X*( + + 5.*(G4_X - G5_phi) + 2.*X*(5.*G4_XX - 3.*G5_Xphi + 20.*F4) + + 4.*pow(X,2)*(5.*F4_X + 3.*F5_phi) + )*pow(H,2) + + 4.*X*( + + 3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,3)*phi_prime/a + ); + + pvecback[pba->index_bg_R0_smg] = + 1./3.*( + + ( + + G2_X - 2.*G3_phi + 2.*X*(G2_XX - G3_Xphi) + )/a/H + + 6.*( + + G3_X - 3.*G4_Xphi + X*(G3_XX - 2.*G4_XXphi) + )*pow(a,-2)*phi_prime + + 2.*( + + 3.*G5_X + X*(7.*G5_XX - 120.*F5) + + 2.*pow(X,2)*(G5_XXX - 66.*F5_X) - 24.*pow(X,3)*F5_XX + )*pow(a,-2)*pow(H,2)*phi_prime + + 6.*( + + G4_X - G5_phi + X*(8.*G4_XX - 5.*G5_Xphi + 24.*F4) + + 2.*pow(X,2)*(2.*G4_XXX - G5_XXphi + 18.*F4_X) + 8.*pow(X,3)*F4_XX + )*H/a + ); + + pvecback[pba->index_bg_R1_smg] = + 2.*( + - (G4_phi - X*(G3_X - 2.*G4_Xphi))/H + + 2.*( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 8.*F4) + 4.*pow(X,2)*F4_X + )*phi_prime/a + + X*( + + 3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X + )*H + ); + + pvecback[pba->index_bg_R2_smg] = + 1./3.*( + - (G2_phi - 2.*X*(G2_Xphi - G3_phiphi))*a/H + + 2.*( + + G2_X - 2.*G3_phi - X*(G2_XX - 4.*G3_Xphi + 6.*G4_Xphiphi) + )*phi_prime + - 2.*( + + 6.*G4_phi - 3.*X*(G3_X - G5_phiphi) + + 6.*pow(X,2)*(G3_XX - 4.*G4_XXphi + G5_Xphiphi - 6.*F4_phi) + - 24.*pow(X,3)*F4_Xphi + )*a*H + + 4.*( + + 3.*(G4_X - G5_phi) - X*(3.*G4_XX - 4.*G5_Xphi) + - 2.*pow(X,2)*(3.*G4_XXX - 2.*G5_XXphi + 18.*F4_X + 12.*F5_phi) + - 12.*pow(X,3)*(F4_XX + F5_Xphi) + )*pow(H,2)*phi_prime + + 2.*X*( + + 3.*G5_X - 4.*X*(2.*G5_XX - 15.*F5) + - 4.*pow(X,2)*(G5_XXX - 48.*F5_X) + 48.*pow(X,3)*F5_XX + )*a*pow(H,3) + ); + + return _SUCCESS_; +} + + +/** +* Get building blocks from Gs. These are the basic functions +* used to build an effective theory for dark energy. They are: +* - density and pressure of the background _smg field +* - an effective Planck mass and the alphas (K, B, M, T, H) +* - current and shift of the background _smg field (these are not +* passed to the perturbation module, as they are dependent on +* the others) +* +* NOTE: H is NOT the curly H!! +* NOTE: added rho_tot and p_tot do not contain _smg +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback_B Input: vector containing all {B} quantities +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pgf Input: pointer to G_functions_and_derivs structure +* @return the error status +*/ +int gravity_functions_building_blocks_from_Gs_smg( + struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + struct G_functions_and_derivs *pgf + ) { + + /* Define local variables */ + double H = pvecback[pba->index_bg_H]; + double phi = pvecback_B[pba->index_bi_phi_smg]; + double phi_prime = pvecback_B[pba->index_bi_phi_prime_smg]; + double X = 0.5*pow(phi_prime/a,2); + + double G2=pgf->G2; + double G2_X=pgf->G2_X, G2_XX=pgf->G2_XX, G2_XXX=pgf->G2_XXX; + double G2_phi=pgf->G2_phi, G2_Xphi=pgf->G2_Xphi, G2_XXphi=pgf->G2_XXphi; + double G2_phiphi=pgf->G2_phiphi, G2_Xphiphi=pgf->G2_Xphiphi; + double G3_X=pgf->G3_X, G3_XX=pgf->G3_XX, G3_XXX=pgf->G3_XXX; + double G3_phi=pgf->G3_phi, G3_Xphi=pgf->G3_Xphi, G3_XXphi=pgf->G3_XXphi; + double G3_phiphi=pgf->G3_phiphi, G3_Xphiphi=pgf->G3_Xphiphi; + double G3_phiphiphi=pgf->G3_phiphiphi; + double G4=pgf->G4, DG4=pgf->DG4; + double G4_X=pgf->G4_X, G4_XX=pgf->G4_XX, G4_XXX=pgf->G4_XXX, G4_XXXX=pgf->G4_XXXX; + double G4_phi=pgf->G4_phi, G4_Xphi=pgf->G4_Xphi, G4_XXphi=pgf->G4_XXphi, G4_XXXphi=pgf->G4_XXXphi; + double G4_phiphi=pgf->G4_phiphi, G4_Xphiphi=pgf->G4_Xphiphi, G4_XXphiphi=pgf->G4_XXphiphi; + double G4_phiphiphi=pgf->G4_phiphiphi, G4_Xphiphiphi=pgf->G4_Xphiphiphi; + double G5_X=pgf->G5_X, G5_XX=pgf->G5_XX, G5_XXX=pgf->G5_XXX, G5_XXXX=pgf->G5_XXXX; + double G5_phi=pgf->G5_phi, G5_Xphi=pgf->G5_Xphi, G5_XXphi=pgf->G5_XXphi, G5_XXXphi=pgf->G5_XXXphi; + double G5_phiphi=pgf->G5_phiphi, G5_Xphiphi=pgf->G5_Xphiphi, G5_XXphiphi=pgf->G5_XXphiphi; + double G5_phiphiphi=pgf->G5_phiphiphi, G5_Xphiphiphi=pgf->G5_Xphiphiphi; + double F4=pgf->F4; + double F4_X=pgf->F4_X, F4_XX=pgf->F4_XX, F4_XXX=pgf->F4_XXX; + double F4_phi=pgf->F4_phi, F4_Xphi=pgf->F4_Xphi, F4_XXphi=pgf->F4_XXphi; + double F4_phiphi=pgf->F4_phiphi, F4_Xphiphi=pgf->F4_Xphiphi; + double F5=pgf->F5; + double F5_X=pgf->F5_X, F5_XX=pgf->F5_XX, F5_XXX=pgf->F5_XXX; + double F5_phi=pgf->F5_phi, F5_Xphi=pgf->F5_Xphi, F5_XXphi=pgf->F5_XXphi; + double F5_phiphi=pgf->F5_phiphi, F5_Xphiphi=pgf->F5_Xphiphi; + + /* Computing density, pressure (also rewritten as shift and current) */ + + /* Energy density of the field */ + pvecback[pba->index_bg_rho_smg] = + - (G2 - 2.*X*(G2_X - G3_phi))/3. + - 2.*(G4_phi - X*(G3_X - 2.*G4_Xphi))*H*phi_prime/a + - 2.*( + + DG4 - X*(4.*G4_X - 3.*G5_phi) - 2.*pow(X,2)*(2.*G4_XX - G5_Xphi + 10.*F4) + - 8.*pow(X,3)*F4_X + )*pow(H,2) + + 2./3.*X*( + + 5.*G5_X + 2.*X*(G5_XX - 42.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,3)*phi_prime/a; + + /* Pressure of the field */ + pvecback[pba->index_bg_p_smg] = + ( + + G2 - 2.*X*(G3_phi - 2.*G4_phiphi) + + 2.*( + + 3.*DG4 - X*(2.*G4_X + G5_phi) + + 2.*pow(X,2)*(4.*G4_XX - 3.*G5_Xphi + 10.*F4) + + 8.*pow(X,3)*(2.*F4_X + 3.*F5_phi) + )*pow(H,2) + + 2.*( + + G4_phi + X*(G3_X - 6.*G4_Xphi + 2.*G5_phiphi) - 8.*pow(X,2)*F4_phi + )*H*phi_prime/a + + 2.*X*( + + G5_X + 2.*X*(G5_XX - 18.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,3)*phi_prime/a + + 4.*( + + DG4 - X*(2.*G4_X - G5_phi) - 4.*pow(X,2)*F4 + - X*(G5_X - 12.*X*F5)*H*phi_prime/a + )*pvecback[pba->index_bg_H_prime]/a + + 2.*( + + G4_phi - X*(G3_X - 2.*G4_Xphi) + - X*(3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X)*pow(H,2) + - 2.*( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 8.*F4) + 4.*pow(X,2)*F4_X + )*H*phi_prime/a + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/3.; + + /* Current of the field */ + pvecback[pba->index_bg_current_smg] = + + (G2_X - G3_phi)*phi_prime/a + 6.*X*(G3_X - 2.*G4_Xphi)*H + + 3.*( + + 2.*G4_X - G5_phi + 2.*X*(2.*G4_XX - G5_Xphi + 8.*F4) + + 8.*pow(X,2)*F4_X + )*pow(H,2)*phi_prime/a + + 2.*X*( + + 3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,3); + + /* Shift of the field */ + pvecback[pba->index_bg_shift_smg] = + + G2_phi + 2.*G3_phi*H*phi_prime/a + + 12.*(G4_phi + 2.*pow(X,2)*F4_phi)*pow(H,2) + + 2.*( + + 3.*G5_phi - 2.*X*G5_Xphi - 12.*pow(X,2)*F5_phi + )*pow(H,3)*phi_prime/a + + 6.*(G4_phi + G5_phi*H*phi_prime/a)*pvecback[pba->index_bg_H_prime]/a + + ( + + G3_phi + 6.*G4_Xphi*H*phi_prime/a + + 3.*(G5_phi + 2.*X*G5_Xphi)*pow(H,2) + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg]; + + + /* Computing alphas at the end (alpha_T, alpha_M depend on phi'') */ + + /* Planck mass */ + pvecback[pba->index_bg_delta_M2_smg] = + + 2.*(DG4 - X*(2.*G4_X - G5_phi) - 4.*F4*pow(X,2)) + - 2.*X*(G5_X - 12.*X*F5)*H*phi_prime/a; + + pvecback[pba->index_bg_M2_smg] = 1. + pvecback[pba->index_bg_delta_M2_smg]; + + /* alpha_K kineticity */ + pvecback[pba->index_bg_kineticity_over_phiphi_smg] = + ( + + G2_X - 2.*G3_phi + 2.*X*(G2_XX - G3_Xphi) + + 6.*( + + G3_X - 3.*G4_Xphi + X*(G3_XX - 2.*G4_XXphi) + )*H*phi_prime/a + + 2.*( + + 3.*G5_X + X*(7.*G5_XX - 120.*F5) + + 2.*pow(X,2)*(G5_XXX - 66.*F5_X) - 24.*pow(X,3)*F5_XX + )*pow(H,3)*phi_prime/a + + 6.*( + + G4_X - G5_phi + X*(8.*G4_XX - 5.*G5_Xphi + 24.*F4) + + 2.*pow(X,2)*(2.*G4_XXX - G5_XXphi + 18.*F4_X) + 8.*pow(X,3)*F4_XX + )*pow(H,2) + )/pvecback[pba->index_bg_M2_smg]; + + pvecback[pba->index_bg_kineticity_smg] = 2.*pow(H,-2)*X*pvecback[pba->index_bg_kineticity_over_phiphi_smg]; + + /* alpha_B braiding */ + pvecback[pba->index_bg_braiding_over_phi_smg] = + 2.*( + - G4_phi + X*(G3_X - 2.*G4_Xphi) + + X*( + + 3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,2) + + 2.*( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 8.*F4) + 4.*pow(X,2)*F4_X + )*H*phi_prime/a + )/pvecback[pba->index_bg_M2_smg]; + + pvecback[pba->index_bg_braiding_smg] = phi_prime/a/H*pvecback[pba->index_bg_braiding_over_phi_smg]; + + /* alpha_T: tensor speed excess */ + pvecback[pba->index_bg_tensor_excess_smg] = + 2.*X*( + + 2*(G4_X - G5_phi + 2.*X*F4) + + 2*(G5_X - 6.*X*F5)*H*phi_prime/a + - G5_X*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* alpha_M: Planck mass running */ + pvecback[pba->index_bg_M2_running_smg] = + 2.*( + + 2.*X*( + + G4_X - G5_phi + 2.*X*(G4_XX - G5_Xphi + 4.*F4) + + 4.*pow(X,2)*(F4_X + 3.*F5_phi) + ) + + (G4_phi - X*(2.*G4_Xphi - G5_phiphi) - 4.*pow(X,2)*F4_phi)*phi_prime/a/H + + X*(3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X)*H*phi_prime/a + - X*(G5_X - 12.*X*F5)*pvecback[pba->index_bg_H_prime]*pow(a,-2)*phi_prime/H + + ( + - 3.*X*G5_X + + 2.*pow(X,2)*(30.*F5 - G5_XX) + + 24.*pow(X,3)*F5_X + - ( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 8.*F4) + 4.*pow(X,2)*F4_X + )*phi_prime/a/H + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* alpha_H: Beyond Horndeski */ + pvecback[pba->index_bg_beyond_horndeski_over_phi_smg] = + 4.*X*( + F4*phi_prime/a - 6.*X*H*F5 + )*H/pvecback[pba->index_bg_M2_smg]; + + pvecback[pba->index_bg_beyond_horndeski_smg] = pvecback[pba->index_bg_beyond_horndeski_over_phi_smg]*phi_prime/a/H; + + return _SUCCESS_; +} + + +/** +* Get gravity functions As from alphas. +* +* @param pba Input: pointer to background structure +* @param pvecback Input/Output: vector of background quantities +* @param pvecback_derivs Input: vector of derivatives +* @return the error status +*/ +int gravity_functions_As_from_alphas_smg( + struct background *pba, + double * pvecback, + double * pvecback_derivs + ) { + + // basic background quantities + double a = pvecback[pba->index_bg_a]; + double H = pvecback[pba->index_bg_H]; + double H_p = pvecback[pba->index_bg_H_prime]; + double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; + double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; + double p_smg = pvecback[pba->index_bg_p_smg]; + double rho_smg = pvecback[pba->index_bg_rho_smg]; + // factor to convert lna derivatives to tau derivatives + double factor = a*H; + + // alphas + double M2 = pvecback[pba->index_bg_M2_smg]; + double DelM2 = pvecback[pba->index_bg_delta_M2_smg]; + double kin = pvecback[pba->index_bg_kineticity_smg]; + double bra = pvecback[pba->index_bg_braiding_smg]; + double run = pvecback[pba->index_bg_M2_running_smg]; + double ten = pvecback[pba->index_bg_tensor_excess_smg]; + double beh = pvecback[pba->index_bg_beyond_horndeski_smg]; + double dM2 = pvecback[pba->index_bg_delta_M2_smg]; + + // need to update the time derivatives of the interesting functions + double kin_p = factor*pvecback_derivs[pba->index_bg_kineticity_smg]; + double bra_p = factor*pvecback_derivs[pba->index_bg_braiding_smg]; + double run_p = factor*pvecback_derivs[pba->index_bg_M2_running_smg]; + double ten_p = factor*pvecback_derivs[pba->index_bg_tensor_excess_smg]; + double beh_p = factor*pvecback_derivs[pba->index_bg_beyond_horndeski_smg]; + double p_tot_p = factor*pvecback_derivs[pba->index_bg_p_tot_wo_smg]; + double p_smg_p = factor*pvecback_derivs[pba->index_bg_p_smg]; + + // kinetic term D + pvecback[pba->index_bg_kinetic_D_smg] = kin + 3./2.*pow(bra,2); + + // A0 + pvecback[pba->index_bg_A0_smg] = + 1./2.*( + + bra - 3.*(rho_smg + p_smg + (rho_tot + p_tot)*DelM2/M2)*pow(H,-2) + ); + + // A1 + pvecback[pba->index_bg_A1_smg] = + + (1. + ten)*kin + - 3.*(beh*(1. + run) + run - ten + beh_p/a/H)*bra; + + // A2 + pvecback[pba->index_bg_A2_smg] = + - (kin + 3./2.*pow(bra,2))*(2. + run) + - 9./4.*bra*( + + (2. - bra)*(rho_smg+p_smg) + + (2.*DelM2/M2 - bra)*(rho_tot+p_tot) + )*pow(H,-2) + - 3./2.*bra*bra_p/a/H; + + // A3 + pvecback[pba->index_bg_A3_smg] = bra*beh; + + // A4 + pvecback[pba->index_bg_A4_smg] = + 9./2.*kin*( + + (2. - bra)*(rho_smg+p_smg) + + (2.*DelM2/M2 - bra)*(rho_tot+p_tot) + )*pow(H,-2) + + 3.*(bra*kin_p - kin*bra_p)/a/H; + + // A5 + pvecback[pba->index_bg_A5_smg] = - beh*kin; + + // A6 + pvecback[pba->index_bg_A6_smg] = + + 9./4.*( + + (2.*kin + 9.*bra)*(2.*DelM2/M2 - bra) + + 4.*(kin + 3./2.*pow(bra,2))*run + ) + + 9.*(kin + 9./2.*bra)*rho_smg*pow(H,-2)/M2 + + 9./2.*( + + (kin + 9.*bra)*(2.*DelM2/M2 - bra) + + 2.*(kin + 3./2.*pow(bra,2))*run + )*pow(H,-2)*p_tot + + 81./4.*bra*( + + 2.*rho_smg*(p_tot + p_smg)/M2 + - 2.*(1./M2 - 2. + bra)*p_tot*p_smg + + (2. - bra)*pow(p_smg,2) + + (2.*DelM2 - bra*M2)*pow(p_tot,2)/M2 + )*pow(H,-4) + + 9./2.*( + - 9.*bra*(1./M2 - 2. + bra) + + kin*(2. - bra) + + 2.*(kin + 3./2.*pow(bra,2))*run + )*pow(H,-2)*p_smg + + 3.*( + + bra*kin_p + - (kin - 9./2.*bra - 9./2.*bra*pow(H,-2)*(p_tot + p_smg))*bra_p + )/a/H + + 9.*( + + (kin*DelM2/M2 + 3./2.*pow(bra,2))*p_tot_p + + (kin + 3./2.*pow(bra,2))*p_smg_p + )*pow(H,-3)/a; + + // A7 + pvecback[pba->index_bg_A7_smg] = + - 2.*kin*beh + + 3.*bra*(bra + 2.*beh)*(1. + run) + + 2.*(kin + 3.*bra)*(run - ten) + + 9./2.*bra*( + + (2. - bra - 2.*beh)*(rho_smg + p_smg) + + (2.*DelM2/M2 - bra - 2.*beh)*(rho_tot + p_tot) + )*pow(H,-2) + + 3.*bra*(bra_p + 2.*beh_p)/a/H; + + // A8 + pvecback[pba->index_bg_A8_smg] = run - ten - beh; + + // A9 + pvecback[pba->index_bg_A9_smg] = + + 3./4.*( + + (2. - bra)*(rho_smg + p_smg) + + (2.*DelM2/M2 - bra)*(rho_tot + p_tot) + )*pow(H,-2) + + 1./2.*bra_p/a/H; + + // A10 + pvecback[pba->index_bg_A10_smg] = + bra + 2.*run - (2. - bra)*ten + 2.*(1. + run)*beh + 2.*beh_p/a/H; + + // A11 + pvecback[pba->index_bg_A11_smg] = + - (kin + 3./2.*pow(bra,2))*(4. + run) + + 3./4.*( + + (4.*kin + 6.*bra + 3.*pow(bra,2))*(rho_smg + p_smg) + + (4.*kin + 6.*bra*DelM2/M2 + 3.*pow(bra,2))*(rho_tot + p_tot) + )*pow(H,-2) + - (kin_p + 3./2.*bra*bra_p)/a/H; + + // A12 + pvecback[pba->index_bg_A12_smg] = + + kin/2. - 3.*bra*(3./2. - bra) - run*(kin + 3./2.*pow(bra,2)) + - 9./4.*( + + (6.*DelM2/M2 + bra*(2./M2 - 7. + 2.*bra))*pow(H,-2)*rho_tot + + (6.*DelM2/M2 - 2.*kin + bra*(2./M2 - 5. - 2.*bra))*pow(H,-2)*p_tot + + (6. - 5.*bra - 2.*pow(bra,2) - 2.*kin)*pow(H,-2)*p_smg + - 6.*(1./M2 - 2. + bra)*pow(H,-4)*p_tot*p_smg + + 3.*(2. - bra)*pow(H,-4)*pow(p_smg,2) + + 3.*(2.*DelM2/M2 - bra)*( + + rho_tot*p_tot + pow(p_tot,2) + rho_tot*p_smg + )*pow(H,-4) + + (2. - bra)*( + + 3. - 2.*bra + 3.*pow(H,-2)*(p_tot + p_smg) + )*pow(H,-2)*rho_smg + + 2.*bra*pow(H,-3)*p_tot_p/a/M2 + ) + - ( + + kin_p + + 3./2.*(3. + bra + 3.*pow(H,-2)*(p_tot + p_smg))*bra_p + )/a/H; + + // A13 + pvecback[pba->index_bg_A13_smg] = + - bra - 2.*run + (2. - bra)*ten - (2. + bra + 2.*run)*beh + - 3./2.*( + + (2. - bra - 2.*beh)*(rho_smg + p_smg)*pow(H,-2) + + (2.*DelM2/M2 - bra - 2.*beh)*(rho_tot + p_tot)*pow(H,-2) + ) + - (bra_p + 2.*beh_p)/a/H; + + // A14 + pvecback[pba->index_bg_A14_smg] = - (kin + 3.*bra)/2.; + + // A15 + pvecback[pba->index_bg_A15_smg] = - 1./2.*bra - beh; + + // A16 + pvecback[pba->index_bg_A16_smg] = + - 1./2.*(kin + 3.*bra) + + 9./4.*( + + (2. - bra)*(rho_smg + p_smg) + + (2.*DelM2/M2 - bra)*(rho_tot + p_tot) + )*pow(H,-2); + + + // NOTE: this could be written in terms of the A's and B's variables. + + pvecback[pba->index_bg_lambda_1_smg] = (run + (-1.)*ten)*(-3.)*bra + (1. + ten)*kin; + + pvecback[pba->index_bg_lambda_2_smg] = (- 2.*dM2 + bra*M2)*(rho_tot + p_tot)*(-3.)/2.*pow(H,-2)*pow(M2,-1) + ((-2.) + bra)*(rho_smg + p_smg)*(-3.)/2.*pow(H,-2) + pow(H,-1)*bra_p*pow(a,-1); + + pvecback[pba->index_bg_lambda_3_smg] = (2. + run)*(-1.)/2.*pvecback[pba->index_bg_kinetic_D_smg] + (-3.)/4.*bra*pvecback[pba->index_bg_lambda_2_smg]; + + pvecback[pba->index_bg_lambda_4_smg] = kin*pvecback[pba->index_bg_lambda_2_smg] + (2.*kin*bra_p + (-1.)*bra*kin_p)*(-1.)*pow(H,-1)*pow(a,-1); + + pvecback[pba->index_bg_lambda_5_smg] = (bra + 2.*run + (-2.)*ten + bra*ten)*3./2.*bra + (run + (-1.)*ten)*pvecback[pba->index_bg_kinetic_D_smg] + 3./2.*bra*pvecback[pba->index_bg_lambda_2_smg]; + + pvecback[pba->index_bg_lambda_6_smg] = 3./2.*(((9./2.*bra + kin)*dM2*pow(M2,-1) + (-9.)/4.*pow(bra,2) - bra*kin/2. + pvecback[pba->index_bg_kinetic_D_smg]*run)*pow(rho_tot,2) + ((9.*bra + kin)*dM2*pow(M2,-1) + (-9.)/2.*pow(bra,2) - bra*kin/2. + pvecback[pba->index_bg_kinetic_D_smg]*run)*rho_tot*p_tot + 9./2.*bra*(dM2 - M2*bra/2.)*pow(M2,-1)*pow(p_tot,2) + (kin*dM2*pow(M2,-1) - bra*kin/2. + pvecback[pba->index_bg_kinetic_D_smg]*run)*(rho_tot + p_tot)*rho_smg + ((kin - bra*kin/2. + pvecback[pba->index_bg_kinetic_D_smg]*run)*rho_smg + ((9.*bra + kin)*(2. - bra)/2. + pvecback[pba->index_bg_kinetic_D_smg]*run - 9./2.*bra*pow(M2,-1))*rho_tot + 9.*bra*(1. - bra/2. - pow(M2,-1)/2.)*p_tot)*(rho_smg + p_smg) + 9./2.*bra*(1. - bra/2.)*pow(rho_smg + p_smg,2))*pow(H,-4) + (((9.*bra*(rho_tot + p_tot) - 2.*kin*(rho_tot + rho_smg)) + (rho_smg + p_smg)*9.*bra)*bra_p/2. + (rho_tot + rho_smg)*bra*kin_p + (2.*dM2*kin + 3.*pow(bra,2)*M2)*3./2.*pow(M2,-1)*p_tot_p + 3.*pvecback[pba->index_bg_kinetic_D_smg]*p_smg_p)*pow(H,-3)*pow(a,-1)/2.; + + pvecback[pba->index_bg_lambda_7_smg] = ((-2.) + bra)*(4. + run)*(-1.)/8.*pvecback[pba->index_bg_kinetic_D_smg] + ((-2.)*(2. + dM2) + bra*M2)*(rho_tot + p_tot)*3./16.*pow(H,-2)*pvecback[pba->index_bg_kinetic_D_smg]*pow(M2,-1) + ((-2.) + bra)*(rho_smg + p_smg)*3./16.*pow(H,-2)*pvecback[pba->index_bg_kinetic_D_smg] + (pvecback[pba->index_bg_kinetic_D_smg]*bra_p + ((-2.) + bra)*((-3.)*bra*bra_p + (-1.)*kin_p))*1./8.*pow(H,-1)*pow(a,-1); + + pvecback[pba->index_bg_lambda_8_smg] = ((-2.) + bra)*(4. + run)*1./8.*pvecback[pba->index_bg_kinetic_D_smg] + 3./8.*(rho_tot + p_tot)*(((-9.)*bra + (-2.)*pvecback[pba->index_bg_kinetic_D_smg]*(3. + 2.*dM2 - bra*M2))*(-1.)/2. + (-rho_tot*dM2 - (p_smg + rho_smg*M2))*9.*pow(H,-2)*pow(M2,-1))*pow(H,-2)*pow(M2,-1) + ((-2.) + bra)*(rho_smg + p_smg)*(-3.)/8.*pow(H,-2)*pvecback[pba->index_bg_kinetic_D_smg] + (-2.*dM2 + bra*M2)*(rho_tot + p_tot)*(p_tot + p_smg)*27./16.*pow(H,-4)*pow(M2,-2) + ((-9.)*(rho_tot + p_tot) + (-6.)*bra*pow(H,2)*M2 + 3.*pow(bra,2)*pow(H,2)*M2 + (-1.)*pow(H,2)*pvecback[pba->index_bg_kinetic_D_smg]*M2)*1./8.*pow(H,-3)*pow(M2,-1)*bra_p*pow(a,-1) + ((-2.) + bra)*1./8.*pow(H,-1)*kin_p*pow(a,-1) + ((-2.) + bra)*9./16.*bra*pow(H,-3)*pow(M2,-1)*p_tot_p*pow(a,-1); + + pvecback[pba->index_bg_lambda_9_smg] = ((-2.) + 3.*bra)*pvecback[pba->index_bg_kinetic_D_smg] + 2.*pvecback[pba->index_bg_lambda_3_smg] + (pvecback[pba->index_bg_kinetic_D_smg] + (-1.)*pvecback[pba->index_bg_lambda_2_smg])*(((-3.) + 2.*bra)*(-3.)/2. + (p_tot + p_smg)*9./2.*pow(H,-2)) + (3.*bra*bra_p + kin_p)*(-1.)*pow(H,-1)*pow(a,-1) + (-9.)/2.*bra*pow(H,-3)*pow(M2,-1)*p_tot_p*pow(a,-1); + + pvecback[pba->index_bg_lambda_10_smg] = (pvecback[pba->index_bg_kinetic_D_smg] + (-1.)*pvecback[pba->index_bg_lambda_3_smg])*(-2.) + (3.*bra*dM2 + kin*M2)*(rho_tot + p_tot)*3.*pow(H,-2)*pow(M2,-1) + (3.*bra + kin)*(rho_smg + p_smg)*3.*pow(H,-2) + (-1.)*pow(H,-1)*kin_p*pow(a,-1); + + pvecback[pba->index_bg_lambda_11_smg] = bra + 2.*run - (2.-bra)*ten; + + + pvecback[pba->index_bg_cs2num_smg] = + + (2. - bra)*(bra + 2.*beh + 2.*run + 2.*beh*run - 2.*ten + bra*ten)/2. + + 3./2.*(2. - bra)*(1. + beh)*pow(H,-2)*(rho_smg + p_smg) + - 3./2.*(1. + beh)*(2. + 2.*beh - 2.*M2 + bra*M2)*pow(H,-2)/M2*(rho_tot + p_tot) + + (1. + beh)*bra_p/a/H + + (2. - bra)*beh_p/a/H; + + // NOTE: this is to regularize cs2 when both the numerator and denominator are + // below numerical precision + if (pvecback[pba->index_bg_cs2num_smg] == pvecback[pba->index_bg_kinetic_D_smg]) { + pvecback[pba->index_bg_cs2_smg] = 1.; + } + else { + pvecback[pba->index_bg_cs2_smg] = pvecback[pba->index_bg_cs2num_smg]/pvecback[pba->index_bg_kinetic_D_smg]; + } + + // NOTE: Geff and slip are calculated for Horndeski. Consider extending them to + // beyond Horndeski + double beta_1 = (run + (-1.)*ten)*2. + (1. + ten)*bra; + double beta_2 = 2.*beta_1 + (2. + (-2.)*M2 + bra*M2)*(rho_tot + p_tot)*(-3.)*pow(H,-2)*pow(M2,-1) + ((-2.) + bra)*(rho_smg + p_smg)*(-3.)*pow(H,-2) + 2.*pow(H,-1)*bra_p*pow(a,-1); + + if (bra*beta_1 == 0.) { + pvecback[pba->index_bg_G_eff_smg] = 1./M2; + } + else { + pvecback[pba->index_bg_G_eff_smg] = (1. - bra*beta_1*pow(bra*beta_1 - beta_2,-1))/M2; + } + + if (2.*(run - ten)*beta_1 + ten*beta_2 == 0.) { + pvecback[pba->index_bg_slip_eff_smg] = 1.; + } + else { + pvecback[pba->index_bg_slip_eff_smg] = 1. - (2.*(run - ten)*beta_1 + ten*beta_2)*pow((run - ten)*2.*beta_1 + (1. + ten)*beta_2,-1); + } + + return _SUCCESS_; +} + + +/** +* Get gravity functions Bs from Gs. +* +* @param pba Input: pointer to background structure +* @param pvecback Input/Output: vector of background quantities +* @param pvecback_derivs Input: vector of derivatives +* @return the error status +*/ +int gravity_functions_Bs_from_Gs_smg( + struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + struct G_functions_and_derivs *pgf +) { + + /* Define local variables */ + double H = pvecback[pba->index_bg_H]; + double phi = pvecback_B[pba->index_bi_phi_smg]; + double phi_prime = pvecback_B[pba->index_bi_phi_prime_smg]; + double X = 0.5*pow(phi_prime/a,2); + + double G2=pgf->G2; + double G2_X=pgf->G2_X, G2_XX=pgf->G2_XX, G2_XXX=pgf->G2_XXX; + double G2_phi=pgf->G2_phi, G2_Xphi=pgf->G2_Xphi, G2_XXphi=pgf->G2_XXphi; + double G2_phiphi=pgf->G2_phiphi, G2_Xphiphi=pgf->G2_Xphiphi; + double G3_X=pgf->G3_X, G3_XX=pgf->G3_XX, G3_XXX=pgf->G3_XXX; + double G3_phi=pgf->G3_phi, G3_Xphi=pgf->G3_Xphi, G3_XXphi=pgf->G3_XXphi; + double G3_phiphi=pgf->G3_phiphi, G3_Xphiphi=pgf->G3_Xphiphi; + double G3_phiphiphi=pgf->G3_phiphiphi; + double G4=pgf->G4, DG4=pgf->DG4; + double G4_X=pgf->G4_X, G4_XX=pgf->G4_XX, G4_XXX=pgf->G4_XXX, G4_XXXX=pgf->G4_XXXX; + double G4_phi=pgf->G4_phi, G4_Xphi=pgf->G4_Xphi, G4_XXphi=pgf->G4_XXphi, G4_XXXphi=pgf->G4_XXXphi; + double G4_phiphi=pgf->G4_phiphi, G4_Xphiphi=pgf->G4_Xphiphi, G4_XXphiphi=pgf->G4_XXphiphi; + double G4_phiphiphi=pgf->G4_phiphiphi, G4_Xphiphiphi=pgf->G4_Xphiphiphi; + double G5_X=pgf->G5_X, G5_XX=pgf->G5_XX, G5_XXX=pgf->G5_XXX, G5_XXXX=pgf->G5_XXXX; + double G5_phi=pgf->G5_phi, G5_Xphi=pgf->G5_Xphi, G5_XXphi=pgf->G5_XXphi, G5_XXXphi=pgf->G5_XXXphi; + double G5_phiphi=pgf->G5_phiphi, G5_Xphiphi=pgf->G5_Xphiphi, G5_XXphiphi=pgf->G5_XXphiphi; + double G5_phiphiphi=pgf->G5_phiphiphi, G5_Xphiphiphi=pgf->G5_Xphiphiphi; + double F4=pgf->F4; + double F4_X=pgf->F4_X, F4_XX=pgf->F4_XX, F4_XXX=pgf->F4_XXX; + double F4_phi=pgf->F4_phi, F4_Xphi=pgf->F4_Xphi, F4_XXphi=pgf->F4_XXphi; + double F4_phiphi=pgf->F4_phiphi, F4_Xphiphi=pgf->F4_Xphiphi; + double F5=pgf->F5; + double F5_X=pgf->F5_X, F5_XX=pgf->F5_XX, F5_XXX=pgf->F5_XXX; + double F5_phi=pgf->F5_phi, F5_Xphi=pgf->F5_Xphi, F5_XXphi=pgf->F5_XXphi; + double F5_phiphi=pgf->F5_phiphi, F5_Xphiphi=pgf->F5_Xphiphi; + + /* Computing B functions (intermediate step for perturbations) */ + + /* B0_smg */ + pvecback[pba->index_bg_B0_smg] = + ( + + G4_phi - X*(3.*G3_X - 10.*G4_Xphi + 2.*G5_phiphi) + 8.*pow(X,2)*F4_phi + - 3.*( + + G4_X - G5_phi + 2.*X*(G4_XX - 2./3.*G5_Xphi + 4.*F4) + + 4.*pow(X,2)*(F4_X + F5_phi) + )*H*phi_prime/a + - X*(3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X)*pow(H,2) + - (G2_X/2. - G3_phi + G4_phiphi)*phi_prime/a/H + )/pvecback[pba->index_bg_M2_smg]; + + /* B1_smg */ + pvecback[pba->index_bg_B1_smg] = + 6.*( + + ( + + G4_phi + X*(3.*G3_X - 16.*G4_Xphi + 6.*G5_phiphi) + + 2.*pow(X,2)*(G3_XX - 20.*F4_phi - 6.*G4_XXphi + 2.*G5_Xphiphi) + - 16.*pow(X,3)*F4_Xphi + ) + + X*( + + 3.*G5_X + 12.*X*(G5_XX - 15.*F5) + + 4.*pow(X,2)*(G5_XXX - 60.*F5_X) - 48.*pow(X,3)*F5_XX + )*pow(H,2) + + ( + + (G2_X - 2.*G3_phi + 4.*G4_phiphi)/2. - X*(G3_Xphi - 2.*G4_Xphiphi) + )*phi_prime/a/H + + ( + + G4_X - G5_phi + X*(40.*F4 + 14.*G4_XX + (-13.)*G5_Xphi) + + 2.*pow(X,2)*(34.*F4_X + 4.*G4_XXX + 36.*F5_phi + (-3.)*G5_XXphi) + + 8.*pow(X,3)*(2.*F4_XX + 3.*F5_Xphi) + )*H*phi_prime/a + - 2.*( + + X*( + + 3.*G5_X + 2.*X*(G5_XX - 30.*F5) - 24.*pow(X,2)*F5_X + ) + + ( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 8.*F4) + 4.*pow(X,2)*F4_X + )*phi_prime/H/a + )/a*pvecback[pba->index_bg_H_prime] + + ( + - 2.*(G4_X - G5_phi) + - 2.*X*(8.*G4_XX - 5.*G5_Xphi + 24.*F4) + - 4.*pow(X,2)*(2.*G4_XXX - G5_XXphi + 18.*F4_X) + - 16.*pow(X,3)*F4_XX + - (G3_X - 3.*G4_Xphi + X*(G3_XX - 2.*G4_XXphi))*phi_prime/a/H + - ( + + 3.*G5_X - X*(120.*F5 - 7.*G5_XX) + - 2.*pow(X,2)*(66.*F5_X - G5_XXX) - 24.*pow(X,3)*F5_XX + )*H*phi_prime/a + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B2_smg */ + pvecback[pba->index_bg_B2_smg] = + 6.*( + + (G2_phi/2. - X*(G3_phiphi - 2.*G4_phiphiphi))*pow(H,-2) + + 3.*G4_phi - X*(2.*G4_Xphi + G5_phiphi) + + 2.*pow(X,2)*(4.*G4_XXphi - 3.*G5_Xphiphi + 10.*F4_phi) + + 8.*pow(X,3)*(2.*F4_Xphi + 3.*F5_phiphi) + + X*( + + G5_Xphi + 2.*X*(G5_XXphi - 18.*F5_phi) - 24.*pow(X,2)*F5_Xphi + )*H*phi_prime/a + + ( + + G4_phiphi + X*(G3_Xphi - 6.*G4_Xphiphi + 2.*G5_phiphiphi) + - 8.*pow(X,2)*F4_phiphi + )*phi_prime/a/H + - 2.*( + + X*(G5_Xphi - 12.*X*F5_phi)*phi_prime/a + - (G4_phi - X*(2.*G4_Xphi - G5_phiphi) - 4.*pow(X,2)*F4_phi)/H + )*pvecback[pba->index_bg_H_prime]/a/H + + ( + - X*(3.*G5_Xphi + 2.*X*(G5_XXphi - 30.*F5_phi) - 24.*pow(X,2)*F5_Xphi) + + (G4_phiphi - X*(G3_Xphi - 2.*G4_Xphiphi))*pow(H,-2) + - 2.*( + + G4_Xphi - G5_phiphi + X*(2.*G4_XXphi - G5_Xphiphi + 8.*F4_phi) + + 4.*pow(X,2)*F4_Xphi + )*phi_prime/a/H + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B3_smg */ + pvecback[pba->index_bg_B3_smg] = + 4.*( + + G4_phi - X*(2.*G4_Xphi - G5_phiphi) - 4.*pow(X,2)*F4_phi + + X*( + + G5_X + 2.*X*(G5_XX - 18.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,2) + + 2.*X*( + + G4_XX - G5_Xphi + 2.*F4 + 2.*X*(F4_X + 3.*F5_phi) + )*H*phi_prime/a + - X*(G5_X - 12.*X*F5)*pvecback[pba->index_bg_H_prime]/a + - ( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 6.*F4) + 4.*pow(X,2)*F4_X + + (G5_X + X*(G5_XX - 24.*F5) - 12.*pow(X,2)*F5_X)*H*phi_prime/a + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B4_smg */ + pvecback[pba->index_bg_B4_smg] = + 2.*( + + G4_phi - X*(2.*G4_Xphi - G5_phiphi) - 4.*pow(X,2)*F4_phi + + 2.*X*( + + 2.*F4 + G4_XX - G5_Xphi + 2.*X*(F4_X + 3.*F5_phi) + )*H*phi_prime/a + + X*( + + G5_X + 2.*X*(G5_XX - 18.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,2) + - X*(G5_X - 12.*X*F5)*pvecback[pba->index_bg_H_prime]/a + - ( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 6.*F4) + 4.*pow(X,2)*F4_X + + ( + + G5_X - X*(24.*F5 - G5_XX) - 12.*pow(X,2)*F5_X + )*H*phi_prime/a + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B5_smg */ + pvecback[pba->index_bg_B5_smg] = + ( + - 3.*G4_phi + X*(3.*G3_X - 4.*G4_Xphi - 2.*G5_phiphi) + - 2.*pow(X,2)*(G3_XX - 6.*G4_XXphi + 2.*G5_Xphiphi - 12.*F4_phi) + 16.*pow(X,3)*F4_Xphi + + ( + + G2_X - 2.*G3_phi + 2.*X*(G3_Xphi - 2.*G4_Xphiphi) + )*phi_prime/a/H/2. + + ( + + 5.*(G4_X - G5_phi) - X*(2.*G4_XX - 5.*G5_Xphi - 8.*F4) + - 2.*pow(X,2)*( + 4.*G4_XXX - 3.*G5_XXphi + 22.*F4_X + 24.*F5_phi) + - 8.*pow(X,3)*(2.*F4_XX + 3.*F5_Xphi) + )*H*phi_prime/a + + X*( + + 3.*G5_X - 4.*X*(2.*G5_XX - 15.*F5) + - 4.*pow(X,2)*(G5_XXX - 48.*F5_X) + 48.*pow(X,3)*F5_XX + )*pow(H,2) + + 2.*( + + X*(3.*G5_X - 2.*X*(30.*F5 - G5_XX) - 24.*pow(X,2)*F5_X) + + ( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 8.*F4) + 4.*pow(X,2)*F4_X + )*phi_prime/a/H + )*pvecback[pba->index_bg_H_prime]/a + + ( + + 2.*( + + G4_X - G5_phi + X*(8.*G4_XX - 5.*G5_Xphi + 24.*F4) + + 2.*pow(X,2)*(2.*G4_XXX - G5_XXphi + 18.*F4_X) + 8.*pow(X,3)*F4_XX + ) + + ( + + 3.*G5_X + X*(7.*G5_XX - 120.*F5) + + 2.*pow(X,2)*(G5_XXX - 66.*F5_X) - 24.*pow(X,3)*F5_XX + )*H*phi_prime/a + + ( + + G3_X - 3.*G4_Xphi + X*(G3_XX - 2.*G4_XXphi) + )*phi_prime/a/H + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B6_smg */ + pvecback[pba->index_bg_B6_smg] = + 4.*( + + G4_phi - X*(2.*G4_Xphi - G5_phiphi) + + 2.*X*(G4_XX - G5_Xphi)*H*phi_prime/a + + X*(G5_X + 2.*X*G5_XX)*pow(H,2) + - X*G5_X*pvecback[pba->index_bg_H_prime]/a + - ( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi) + + (G5_X + X*G5_XX)*H*phi_prime/a + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B7_smg */ + pvecback[pba->index_bg_B7_smg] = + - 2.*( + + G2_X - 2.*G3_phi + - X*(G2_XX - 8.*G3_Xphi + 18.*G4_Xphiphi) + - 2.*pow(X,2)*(G2_XXX - 4.*G3_XXphi + 6.*G4_XXphiphi) + + ( + + G2_Xphi - 2.*G3_phiphi + 2.*X*(G2_XXphi - G3_Xphiphi) + )*phi_prime/a/H/2. + + 6.*( + + G4_X - G5_phi - X*(G4_XX - 2.*G5_Xphi) + - 4./3.*pow(X,2)*(9.*G4_XXX - 7.*G5_XXphi + 45.*F4_X + 30.*F5_phi) + - 4./3.*pow(X,3)*(3.*G4_XXXX - 2.*G5_XXXphi + 39.*F4_XX + 33.*F5_Xphi) + - 8.*pow(X,4)*(F4_XXX + F5_XXphi) + )*pow(H,2) + + ( + + 3.*G5_X - X*(13.*G5_XX - 120.*F5) - 4.*pow(X,2)*(5.*G5_XXX - 159.*F5_X) + - 4.*pow(X,3)*(G5_XXXX - 96.*F5_XX) + 48.*pow(X,4)*F5_XXX + )*pow(H,3)*phi_prime/a + + 3.*( + + G3_X - 2.*G4_Xphi - G5_phiphi + - X*(3.*G3_XX - 16.*G4_XXphi + 5.*G5_Xphiphi - 24.*F4_phi) + - 2.*pow(X,2)*(G3_XXX - 4.*G4_XXXphi + G5_XXphiphi - 18.*F4_Xphi) + + 8.*pow(X,3)*F4_XXphi + )*H*phi_prime/a + + 6.*( + + G4_X - G5_phi + X*(8.*G4_XX - 5.*G5_Xphi + 24.*F4) + + 2.*pow(X,2)*(2.*G4_XXX - G5_XXphi + 18.*F4_X) + 8.*pow(X,3)*F4_XX + - ( + - 3.*G5_X - X*(7.*G5_XX - 120.*F5) - 2.*pow(X,2)*(G5_XXX - 66.*F5_X) + + 24.*pow(X,3)*F5_XX + )*H*phi_prime/a/2. + + ( + + G3_X - 3.*G4_Xphi + X*(G3_XX - 2.*G4_XXphi) + )*phi_prime/a/H/2. + )*pvecback[pba->index_bg_H_prime]/a + + 3.*( + + (G3_X - 3.*G4_Xphi) + + X*(5.*G3_XX - 12.*G4_XXphi) + + 2.*pow(X,2)*(G3_XXX - 2.*G4_XXXphi) + + ( + + G5_X + 3.*X*(3.*G5_XX - 40.*F5) + 4.*pow(X,2)*(2.*G5_XXX - 75.*F5_X) + + 4./3.*pow(X,3)*(G5_XXXX - 108.*F5_XX) - 16.*pow(X,4)*F5_XXX + )*pow(H,2) + + ( + + G2_XX/2. - 2./3.*G3_Xphi + X*(G2_XXX - G3_XXphi)/3. + )*phi_prime/a/H + + ( + + 3.*(3.*G4_XX - 2.*G5_Xphi + 8.*F4) + + X*(16.*G4_XXX - 9.*G5_XXphi + 96.*F4_X) + + 2.*pow(X,2)*(2.*G4_XXXX - G5_XXXphi + 30.*F4_XX) + + 8.*pow(X,3)*F4_XXX + )*H*phi_prime/a + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B8_smg */ + pvecback[pba->index_bg_B8_smg] = + - 2.*( + + G2_X/2. - G3_phi + X*(G3_Xphi - 2.*G4_Xphiphi) + + ( + + 3.*(G4_X - G5_phi) - X*(2.*G4_XX - 3.*G5_Xphi + 8.*F4) + - 2.*pow(X,2)*(4.*G4_XXX - 3.*G5_XXphi + 26.*F4_X + 24.*F5_phi) + - 8.*pow(X,3)*(2.*F4_XX + 3.*F5_Xphi) + )*pow(H,2) + + ( + + G3_X - 3.*G4_Xphi - X*(G3_XX - 6.*G4_XXphi + 2.*G5_Xphiphi - 12.*F4_phi) + + 8.*pow(X,2)*F4_Xphi + )*H*phi_prime/a + + ( + + G5_X - 3.*X*(G5_XX - 20.*F5) - 2.*pow(X,2)*(G5_XXX - 54.*F5_X) + + 24.*pow(X,3)*F5_XX + )*pow(H,3)*phi_prime/a + + 2.*( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 10.*F4) + 4.*pow(X,2)*F4_X + + ( + + G5_X + X*(G5_XX - 36.*F5) - 12.*pow(X,2)*F5_X + )*H*phi_prime/a + )*pvecback[pba->index_bg_H_prime]/a + + ( + + G3_X - 3.*G4_Xphi + X*(G3_XX - 2.*G4_XXphi) + + ( + + G5_X + 5.*X*(G5_XX - 24.*F5) + 2.*pow(X,2)*(G5_XXX - 66.*F5_X) + - 24.*pow(X,3)*F5_XX + )*pow(H,2) + + 2.*( + + 3.*G4_XX - 2.*G5_Xphi + 12.*F4 + X*(2.*G4_XXX - G5_XXphi + 18.*F4_X) + + 4.*pow(X,2)*F4_XX + )*H*phi_prime/a + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B9_smg */ + pvecback[pba->index_bg_B9_smg] = + 2.*( + + 6.*G4_phiphi + - 3.*X*(G3_Xphi - G5_phiphiphi) + + 6.*pow(X,2)*(G3_XXphi - 4.*G4_XXphiphi + G5_Xphiphiphi - 6.*F4_phiphi) + - 24.*pow(X,3)*F4_Xphiphi + + ( + + G2_phiphi - (G2_Xphiphi - G3_phiphiphi)*2.*X + )*pow(H,-2)/2. + - ( + + G2_Xphi - 2.*G3_phiphi - X*(G2_XXphi - 4.*G3_Xphiphi + 6.*G4_Xphiphiphi) + )*phi_prime/a/H + - 2.*( + + 3.*(G4_Xphi - G5_phiphi) - X*(3.*G4_XXphi - 4.*G5_Xphiphi) + - 2.*pow(X,2)*(3.*G4_XXXphi - 2.*G5_XXphiphi + 18.*F4_Xphi + 12.*F5_phiphi) + - 12.*pow(X,3)*(F4_XXphi + F5_Xphiphi) + )*H*phi_prime/a + - X*( + + 3.*G5_Xphi - 4.*X*(2.*G5_XXphi - 15.*F5_phi) + - 4.*pow(X,2)*(G5_XXXphi - 48.*F5_Xphi) + 48.*pow(X,3)*F5_XXphi + )*pow(H,2) + - 3.*( + + X*(3.*G5_Xphi + 2.*X*(G5_XXphi - 30.*F5_phi) - 24.*pow(X,2)*F5_Xphi) + - (G4_phiphi - X*(G3_Xphi - 2.*G4_Xphiphi))*pow(H,-2) + + 2.*( + + G4_Xphi - G5_phiphi + X*(8.*F4_phi + 2.*G4_XXphi - G5_Xphiphi) + + 4.*pow(X,2)*F4_Xphi + )*phi_prime/a/H + )*pvecback[pba->index_bg_H_prime]/a + - ( + + 3.*(G4_Xphi - G5_phiphi) + + 3.*X*(8.*G4_XXphi - 5.*G5_Xphiphi + 24.*F4_phi) + + 6.*pow(X,2)*(2.*G4_XXXphi - G5_XXphiphi + 18.*F4_Xphi) + + 24.*pow(X,3)*F4_XXphi + + ( + + G2_Xphi - 2.*G3_phiphi + 2.*X*(G2_XXphi - G3_Xphiphi) + )*pow(H,-2)/2. + + 3.*( + + G3_Xphi - 3.*G4_Xphiphi + X*(G3_XXphi - 2.*G4_XXphiphi) + )*phi_prime/a/H + + ( + + 3.*G5_Xphi + X*(7.*G5_XXphi - 120.*F5_phi) + - 2.*pow(X,2)*(66.*F5_Xphi - G5_XXXphi) - 24.*pow(X,3)*F5_XXphi + )*H*phi_prime/a + )*pow(a,-2)*pvecback[pba->index_bg_phi_prime_prime_smg] + )/pvecback[pba->index_bg_M2_smg]; + + /* B10_smg */ + pvecback[pba->index_bg_B10_smg] = + ( + + 3.*( + + G4_phi - X*(3.*G3_X - 8.*G4_Xphi) - 2.*pow(X,2)*(G3_XX - 2.*G4_XXphi) + ) + - ( + + G2_X - 2.*G3_phi + 2.*X*(G2_XX - G3_Xphi) + )*phi_prime/a/H/2. + + - X*( + + 15.*G5_X + 20.*X*(G5_XX - 21.*F5) + 4.*pow(X,2)*(G5_XXX - 84.*F5_X) + - 48.*pow(X,3)*F5_XX + )*pow(H,2) + - 3.*( + + 3.*(G4_X - G5_phi) + X*(12.*G4_XX - 7.*G5_Xphi + 40.*F4) + + 2.*pow(X,2)*(2.*G4_XXX - G5_XXphi + 22.*F4_X) + 8.*pow(X,3)*F4_XX + )*H*phi_prime/a + )/pvecback[pba->index_bg_M2_smg]; + + /* B11_smg */ + pvecback[pba->index_bg_B11_smg] = + ( + + G4_phi + - X*(G3_X - 2.*G4_Xphi) + - X*( + + 3.*G5_X + 2.*X*(G5_XX - 42.*F5) - 24.*pow(X,2)*F5_X + )*pow(H,2) + - 2.*( + + G4_X - G5_phi + X*(2.*G4_XX - G5_Xphi + 10.*F4) + 4.*pow(X,2)*F4_X + )*H*phi_prime/a + )/pvecback[pba->index_bg_M2_smg]; + + /* B12_smg */ + pvecback[pba->index_bg_B12_smg] = + ( + + 3.*G4_phi + - 3.*X*(4.*G4_Xphi - 3.*G5_phiphi) + - 6.*pow(X,2)*(10.*F4_phi + 2.*G4_XXphi - G5_Xphiphi) + - 24.*pow(X,3)*F4_Xphi + + ( + + G2_phi/2. - X*(G2_Xphi - G3_phiphi) + )*pow(H,-2) + - X*( + + 5.*G5_Xphi + 2.*X*(G5_XXphi - 42.*F5_phi) - 24.*pow(X,2)*F5_Xphi + )*H*phi_prime/a + + 3.*( + + G4_phiphi - X*(G3_Xphi - 2.*G4_Xphiphi) + )*phi_prime/a/H + )/pvecback[pba->index_bg_M2_smg]; + + return _SUCCESS_; +} + + +/** +* Get gravity functions Cs from Bs. +* +* @param pba Input: pointer to background structure +* @param pvecback Input/Output: vector of background quantities +* @return the error status +*/ +int gravity_functions_Cs_from_Bs_smg( + struct background *pba, + double * pvecback, + double * pvecback_derivs + ) { + + // basic background quantities + double a = pvecback[pba->index_bg_a]; + double H = pvecback[pba->index_bg_H]; + double H_p = pvecback[pba->index_bg_H_prime]; + double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; + double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; + double p_smg = pvecback[pba->index_bg_p_smg]; + double rho_smg = pvecback[pba->index_bg_rho_smg]; + // factor to convert lna derivatives to tau derivatives + double factor = a*H; + + // alphas + double M2 = pvecback[pba->index_bg_M2_smg]; + double DelM2 = pvecback[pba->index_bg_delta_M2_smg]; + double kin = pvecback[pba->index_bg_kineticity_smg]; + double bra = pvecback[pba->index_bg_braiding_smg]; + double run = pvecback[pba->index_bg_M2_running_smg]; + double ten = pvecback[pba->index_bg_tensor_excess_smg]; + double beh = pvecback[pba->index_bg_beyond_horndeski_smg]; + double dM2 = pvecback[pba->index_bg_delta_M2_smg]; + + // need to update the time derivatives of the interesting functions + double kin_p = factor*pvecback_derivs[pba->index_bg_kineticity_smg]; + double bra_p = factor*pvecback_derivs[pba->index_bg_braiding_smg]; + double run_p = factor*pvecback_derivs[pba->index_bg_M2_running_smg]; + double ten_p = factor*pvecback_derivs[pba->index_bg_tensor_excess_smg]; + double beh_p = factor*pvecback_derivs[pba->index_bg_beyond_horndeski_smg]; + double p_tot_p = factor*pvecback_derivs[pba->index_bg_p_tot_wo_smg]; + double p_smg_p = factor*pvecback_derivs[pba->index_bg_p_smg]; + + // alphas over scalar field + double kin_ss = pvecback[pba->index_bg_kineticity_over_phiphi_smg]; + double bra_s = pvecback[pba->index_bg_braiding_over_phi_smg]; + double beh_s = pvecback[pba->index_bg_beyond_horndeski_over_phi_smg]; + + // Bs + double B0 = pvecback[pba->index_bg_B0_smg]; + double B1 = pvecback[pba->index_bg_B1_smg]; + double B2 = pvecback[pba->index_bg_B2_smg]; + double B3 = pvecback[pba->index_bg_B3_smg]; + double B4 = pvecback[pba->index_bg_B4_smg]; + double B5 = pvecback[pba->index_bg_B5_smg]; + double B6 = pvecback[pba->index_bg_B6_smg]; + double B7 = pvecback[pba->index_bg_B7_smg]; + double B8 = pvecback[pba->index_bg_B8_smg]; + double B9 = pvecback[pba->index_bg_B9_smg]; + double B10 = pvecback[pba->index_bg_B10_smg]; + double B11 = pvecback[pba->index_bg_B11_smg]; + double B12 = pvecback[pba->index_bg_B12_smg]; + + // kinetic term D over phiphi + pvecback[pba->index_bg_kinetic_D_over_phiphi_smg] = + + kin_ss + 3./2.*pow(bra_s,2); + + // C0 + pvecback[pba->index_bg_C0_smg] = B0; + + // C1 + pvecback[pba->index_bg_C1_smg] = kin_ss*(1. + ten) - 3./2.*bra_s*B6; + + // C2 + pvecback[pba->index_bg_C2_smg] = - kin_ss*(2. + run) - 3.*bra_s*B5; + + // C3 + pvecback[pba->index_bg_C3_smg] = bra_s*beh_s; + + // C4 + pvecback[pba->index_bg_C4_smg] = kin_ss*B1 - 3.*bra_s*B7; + + // C5 + pvecback[pba->index_bg_C5_smg] = - kin_ss*beh_s; + + // C6 + pvecback[pba->index_bg_C6_smg] = kin_ss*B2 - 3.*bra_s*B9; + + // C7 + pvecback[pba->index_bg_C7_smg] = kin_ss*B3 - 3.*bra_s*B8; + + // C8 + pvecback[pba->index_bg_C8_smg] = B4; + + // C9 + pvecback[pba->index_bg_C9_smg] = - bra_s - bra_s*run/2. + B5; + + // C10 + pvecback[pba->index_bg_C10_smg] = bra_s*(1. + ten) + B6; + + // C11 + pvecback[pba->index_bg_C11_smg] = bra_s*B1/2. + B7; + + // C12 + pvecback[pba->index_bg_C12_smg] = bra_s*B2/2. + B9; + + // C13 + pvecback[pba->index_bg_C13_smg] = bra_s*B3/2. + B8; + + // C14 + pvecback[pba->index_bg_C14_smg] = B10; + + // C15 + pvecback[pba->index_bg_C15_smg] = B11; + + // C16 + pvecback[pba->index_bg_C16_smg] = B12; + + return _SUCCESS_; +} diff --git a/gravity_smg/gravity_models_smg.c b/gravity_smg/gravity_models_smg.c new file mode 100644 index 00000000..aaabb1a5 --- /dev/null +++ b/gravity_smg/gravity_models_smg.c @@ -0,0 +1,1334 @@ +#include "gravity_models_smg.h" + + +/** +* Fix gravity_model properties. +* This includes two cases: +* - in scalar tensor theories this is the only place +* were you specify the theory +* - in parametrizations this regulates the evolution +* of the perturbations, while the background is fixed +* in "_expansion_properties_" +* +* @param pfc Input: pointer to local structure +* @param pba Input/output: pointer to background structure +* @param string1 Input: name of the gravity model +* @param has_tuning_index_smg Input: index of parameters_smg which should be tuned +* @param has_dxdy_guess_smg Input: parameter variation range +* @param errmsg Input: Error message +* @return the error status +*/ +int gravity_models_gravity_properties_smg( + struct file_content * pfc, + struct background *pba, + char string1[_ARGUMENT_LENGTH_MAX_], + int has_tuning_index_smg, + int has_dxdy_guess_smg, + ErrorMsg errmsg + ) { + + int flag2, flag3; + char string2[_ARGUMENT_LENGTH_MAX_]; + char string3[_ARGUMENT_LENGTH_MAX_]; + /** Loop over the different models + * flag2 keeps track of whether model has been identified + */ + + flag2=_FALSE_; + + /** read the model and loop over models to set several flags and variables + * field_evolution_smg: for self-consistent scalar tensor theories, need to evolve the background equations + * M2_evolution_smg: for some parameterizations, need to integrate M2 from alpha_M + * Primary and secondary parameters: The tuning is alway in terms of a value in parameters_smg, therefore + * -> real models: "parameters_smg" to pba->parameters_smg + * -> parameterizations: "parameters_smg" to pba->parameters_2_smg + * "expansion_smg" to pba->parameters_smg + */ + + if (strcmp(string1,"propto_omega") == 0) { + pba->gravity_model_smg = propto_omega; + pba->field_evolution_smg = _FALSE_; + pba->M2_evolution_smg = _TRUE_; + flag2=_TRUE_; + pba->parameters_2_size_smg = 5; + class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); + } + + if (strcmp(string1,"propto_scale") == 0) { + pba->gravity_model_smg = propto_scale; + pba->field_evolution_smg = _FALSE_; + pba->M2_evolution_smg = _TRUE_; + flag2=_TRUE_; + pba->parameters_2_size_smg = 5; + class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); + } + + if (strcmp(string1,"constant_alphas") == 0) { + pba->gravity_model_smg = constant_alphas; + pba->field_evolution_smg = _FALSE_; + pba->M2_evolution_smg = _TRUE_; + flag2=_TRUE_; + pba->parameters_2_size_smg = 5; + class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); + } + + if (strcmp(string1,"eft_alphas_power_law") == 0) { + pba->gravity_model_smg = eft_alphas_power_law; + pba->field_evolution_smg = _FALSE_; + pba->M2_evolution_smg = _TRUE_; + flag2=_TRUE_; + pba->parameters_2_size_smg = 8; + class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); + } + + if (strcmp(string1,"eft_gammas_power_law") == 0) { + pba->gravity_model_smg = eft_gammas_power_law; + pba->field_evolution_smg = _FALSE_; + pba->M2_evolution_smg = _TRUE_; + flag2=_TRUE_; + pba->parameters_2_size_smg = 8; + class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); + } + + if (strcmp(string1,"eft_gammas_exponential") == 0) { + pba->gravity_model_smg = eft_gammas_exponential; + pba->field_evolution_smg = _FALSE_; + pba->M2_evolution_smg = _TRUE_; + flag2=_TRUE_; + pba->parameters_2_size_smg = 8; + class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); + } + + if (strncmp("quintessence", string1, strlen("quintessence")) == 0) { + // Check if gravity_model has quintessence as prefix. + // Add here all variables common to quintessence. + pba->is_quintessence_smg = _TRUE_; + class_read_double("quintessence_w_safe_smg", pba->quintessence_w_safe_smg); + } + + if (strcmp(string1,"quintessence_monomial") == 0) { + pba->gravity_model_smg = quintessence_monomial; + pba->field_evolution_smg = _TRUE_; + pba->is_quintessence_smg = _TRUE_; + flag2=_TRUE_; + + pba->parameters_size_smg = 4; + class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); + + /* Guess for the parameter variation range. + * + * For the initial parameter one can use: + * + * rho_smg = 1/2*a_ini^-2*phi_prime_ini^2 + V0*3*H0^2/h^2*phi_ini^N + * + * However, for the range of variation it is better to use + * + * Omega = rho_smg/(rho_smg + rho_m) + * + * => dOmega/dx_i = rho_m/(rho_smg+rho_m)^2 drho_smg/dx_i + * => tuning_dxdy_guess_smg = (dOmega/dx_i)^{-1} + * where we use rho_m ~ H_0^2 + * + * drho_smg/dV0 = 10^-7*phi_ini^N + */ + + double N = pba->parameters_smg[0]; + double V0 = pba->parameters_smg[1]; + double phi_prime_ini_smg = pba->parameters_smg[2]; + double phi_ini_smg = pba->parameters_smg[3]; + + double P_ini = pow(phi_ini_smg, N); // V=cte*P(phi) + + double phi_end_guess = fmax(phi_ini_smg,2); //guess the final value of the field + + // class_test( ((abs(N)<1) || (abs(N)>7)), errmsg, "Exponent out of range. N must be a interger in (1,7)-range" ); + + if (has_tuning_index_smg == _FALSE_) + pba->tuning_index_smg = 1; //use V0 for default tuning + + if (has_dxdy_guess_smg == _FALSE_) { + + if(pba->tuning_index_smg == 1) { + // if(phi_ini_smg != 0){ + V0 = pba->Omega0_smg/pow(phi_end_guess,N); + pba->tuning_dxdy_guess_smg = 1./pow(phi_end_guess,N); + pba->parameters_smg[1] = V0; + // } + // else{ + // V0 = pba->Omega0_smg/pow(1.e-40,N); + // pba->tuning_dxdy_guess_smg = 1./pow(1.e-40,N); + // pba->parameters_smg[1] = V0; + // + // } + } + + if(pba->tuning_index_smg == 3){ + phi_ini_smg = pow(pba->Omega0_smg/V0, 1./N); + pba->parameters_smg[3] = phi_ini_smg; + pba->tuning_dxdy_guess_smg = phi_ini_smg/(pba->Omega0_smg)/N; + } + } + //end of no has_dxdy_guess_smg + } + //end of quintessence_monomial + + if (strcmp(string1,"quintessence_tracker") == 0) { + pba->gravity_model_smg = quintessence_tracker; + pba->field_evolution_smg = _TRUE_; + pba->is_quintessence_smg = _TRUE_; + flag2=_TRUE_; + + pba->parameters_size_smg = 6; + class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); + + double K_ini = pba->parameters_smg[0]; + double P_ini = pba->parameters_smg[1]; + double V0 = pba->parameters_smg[2]; + double n = pba->parameters_smg[3]; + double m = pba->parameters_smg[4]; + double lambda = pba->parameters_smg[5]; + + /* Guess for the parameter variation range. + * + * For the initial parameter one can use: + * V = H0^2/h^2* V0 * phi^-n exp(lambda*phi^m) + * + * minimum at phi0 = (n/(lambda*m))^(1/m) + * -> choose V0 ~ V(phi0)~Omega_smg H_0^2 + * + * Initial conditions: see background.c + * + * choose phi_ini so V = P_ini*sqrt(rho_rad) + * choose phi_prime_ini so K = K_ini*sqrt(rho_rad) + * + */ + + double phi_0 = pow(n/lambda/m,1./m); /* minimum of the potential */ + double v_0_guess = (pow(phi_0,-n) * exp(lambda*pow(phi_0,m))); /*V/V0 at the minimum*/ + + if (has_tuning_index_smg == _FALSE_) + pba->tuning_index_smg = 2; //use V0 for default tuning + + if (has_dxdy_guess_smg == _FALSE_){ + if(pba->tuning_index_smg == 2){ + + V0 = 3* pba->h * (pba->Omega0_smg)/v_0_guess; + pba->tuning_dxdy_guess_smg = 3. * pba->h/ (v_0_guess); //*(1-pba->Omega0_smg) -> removed, lead to instability! + pba->parameters_smg[2] = V0; + } + } + //end of no has_dxdy_guess_smg + } + //end of tracker + + if (strcmp(string1,"alpha_attractor_canonical") == 0) { + pba->gravity_model_smg = alpha_attractor_canonical; + pba->field_evolution_smg = _TRUE_; + pba->is_quintessence_smg = _TRUE_; + flag2=_TRUE_; + + pba->parameters_size_smg = 6; + class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); + + class_call(parser_read_string(pfc,"log_10_param_alpha",&string2,&flag2,errmsg), + errmsg, + errmsg); + + if(flag2 == _TRUE_ && ((strstr(string2,"y") != NULL) || (strstr(string2,"Y") != NULL))){ + pba->parameters_smg[2] = pow(10, pba->parameters_smg[2]); + } + + class_call(parser_read_string(pfc,"use_phi_no_f",&string2,&flag2,errmsg), + errmsg, + errmsg); + + if(flag2 == _TRUE_ && ((strstr(string2,"y") != NULL) || (strstr(string2,"Y") != NULL))){ + pba->parameters_smg[1] = pba->parameters_smg[1]/sqrt(pba->parameters_smg[2]); + } + + /* Guess for the parameter variation range. Copied from galileons. + * + * For the initial parameter one can use: + * + * However, for the range of variation it is better to use + * + * Omega = rho_smg/(rho_smg + rho_m) + * + * => dOmega/dx_i = rho_m/(rho_smg+rho_m)^2 drho_smg/dx_i + * => tuning_dxdy_guess_smg = (dOmega/dx_i)^{-1} + * where we use rho_m ~ H_0^2 + * + */ + + //Note: f = phi/sqrt(alpha) + + if (pba->Omega_smg_debug == 0.) { + double phi_prime_ini = pba->parameters_smg[0]; + double f_ini = pba->parameters_smg[1]; + double alpha = pba->parameters_smg[2]; + double c = pba->parameters_smg[3]; + double p = pba->parameters_smg[4]; + double n = pba->parameters_smg[5]; + double x = tanh(f_ini/(sqrt(6))); + double v = alpha* pow(x,p)/pow(1+x, 2*n); // v = V/c^2 + double rho_c = pow(pba->H0, 2); + + + if (has_tuning_index_smg == _FALSE_) + pba->tuning_index_smg = 3; //use V0 for default tuning + + if (has_dxdy_guess_smg == _FALSE_){ + if(pba->tuning_index_smg == 3){ + c = sqrt(pba->Omega0_smg * rho_c / v); + pba->tuning_dxdy_guess_smg = pow((1 + 3*pba->Omega0_smg) * pba->H0,2)/(2*c*v); + pba->parameters_smg[3] = c; + } + }//end of no has_dxdy_guess_smg + } + //end Omega_smg_debug + } + //end of alpha_attractor_canonical + + if (strcmp(string1,"galileon") == 0) { + pba->gravity_model_smg = galileon; + pba->field_evolution_smg = _TRUE_; + pba->parameters_size_smg = 7; + flag2=_TRUE_; + + /* Galileon dynamics pulls towards the shift-symmetry attractor n = 0 with + * + * n/H0 = xi(c2 - 6c3 xi + 18c4 xi^2 + 5c5 xi^4) + * + * and xi = \dot\phi H /H0^2 + * + * If attractor_ic_smg => n=0 is set in background_initial_conditions + */ + + + /* Guess for the parameter variation range. For the initial parameter one can use + * + * rho_smg*H^2/H_0^4 = c2 xi^2/6 - 2 c3 xi^3 + 15/2 c4 xi^4 + 7/3 c5 xi^5 + * + * (Barreira+ '14 2.22 for z\neq 0), which equals Omega_smg at z=0 only if tuned. + * + * There are three submodels (taken on tracker): + * 1) rogue mode: user sets all (if Omega_smg_debug or NO attractor_ic_smg) + * 2) cubic attractor: c3, xi set for attractor + * 3) quartic/quintic attractor: c3, c4 set xi for attractor + */ + + + // read submodel: remember flag2 used for test over gravity models + class_call(parser_read_string(pfc,"gravity_submodel",&string2,&flag3,errmsg), + errmsg, + errmsg); + + /*1) base galileon, user specifies everything! */ + if (flag3==_FALSE_) { + + class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); + + } + else { + //a submodel is given + + /* temporary allocation, will be rewritten latter + * order is xi, phi, c2, c3, c4, c5 */ + class_alloc(pba->parameters_smg, sizeof(double*)*pba->parameters_size_smg,pba->error_message); + double * input_params_gal; //dummy allocation vector + + double xi, c2, c3, c4, c5; + double phi0 = 0, c1 = 0; + + /*2) cubic Galileon in the attractor + * Omega = -c2^3/(6^3 c3^2) and xi = c2/(6c3) + */ + if (strcmp(string2,"cubic") == 0) { + + c2 = -1.; + c3 = -sqrt(-pow(c2/6.,3)/pba->Omega0_smg); + xi = c2/6./c3; + c4 = 0; + c5 = 0; + + }//end of cubic + /* 3) quartic Galileon on the attractor + */ + else if (strcmp(string2,"quartic") == 0) { + + class_read_list_of_doubles("parameters_smg",input_params_gal,1); + xi = input_params_gal[0]; + c2 = -1; + c3 = (4.*pba->Omega0_smg + c2*pow(xi,2))/(2.*pow(xi,3)); + c4 = (6.*pba->Omega0_smg + c2*pow(xi,2))/(9.*pow(xi,4)); + c5 = 0; + + }/* 4) quartic Galileon on the attractor + */ + else if (strcmp(string2,"quintic") == 0) {//Quintic case + + class_read_list_of_doubles("parameters_smg",input_params_gal,2); + xi = input_params_gal[0]; + c2 = -1; + c3 = input_params_gal[1]; + c4 = -(10*pba->Omega0_smg + 3*c2*pow(xi,2) - 8*c3*pow(xi,3))/(9.*pow(xi,4)); + c5 = (4*pba->Omega0_smg + pow(xi,2)*(c2 - 2*c3*xi))/pow(xi,5); + + }//end of quintic + else { + class_test(flag3 == _TRUE_, + errmsg, + "Galileon: you specified a gravity_submodel that could not be identified. \n Options are: cubic, quartic, quintic"); + }; + + /* Set parameters for submodels */ + pba->parameters_smg[0] = xi; + pba->parameters_smg[1] = c1; + pba->parameters_smg[2] = c2; + pba->parameters_smg[3] = c3; + pba->parameters_smg[4] = c4; + pba->parameters_smg[5] = c5; + pba->parameters_smg[6] = phi0; + + } + //end of submodels + + /* default tuning index is 3 */ + if (has_tuning_index_smg == _FALSE_){ + pba->tuning_index_smg = 3; //use c3 for default tuning + //Use the tracker condition for the cubic to define xi_0, in case xi is used as an IC. + pba->tuning_dxdy_guess_smg = 2./pow(pba->parameters_smg[2]/6./pba->parameters_smg[3],3); + //pba->tuning_dxdy_guess_smg = 2./pow(pba->parameters_smg[0],3); // d(c3)/d(Omega_smg) = 2/xi^3 and xi = c2/6./c3; + } + class_test(has_dxdy_guess_smg == _TRUE_ && has_tuning_index_smg == _FALSE_, + errmsg, + "Galileon: you gave dxdy_guess_smg but no tuning_index_smg. You need to give both if you want to tune the model yourself"); + + class_call(parser_read_string(pfc,"attractor_ic_smg",&string3,&flag3,errmsg), + errmsg, + errmsg); + + if (flag3 == _TRUE_) { + if ((strstr(string3,"y") != NULL) || (strstr(string3,"Y") != NULL)) { + pba->attractor_ic_smg = _TRUE_; + } + else{ + pba->attractor_ic_smg = _FALSE_; + } + } + } + //end of Galileon + + if (strcmp(string1,"brans dicke") == 0 || strcmp(string1,"Brans Dicke") == 0 || strcmp(string1,"brans_dicke") == 0) { + pba->gravity_model_smg = brans_dicke; + pba->field_evolution_smg = _TRUE_; + flag2=_TRUE_; + + pba->parameters_size_smg = 4; + class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); + pba->parameters_smg[0] = 2*pba->Omega0_smg; + pba->tuning_dxdy_guess_smg = 0.5; + pba->tuning_index_2_smg = 2; + + /** Read the desired Planck mass and check that the necessary information is provided. + * if needed re-assign shooting parameter for the Planck mass + */ + class_call(parser_read_string(pfc, "M2_tuning_smg", &string3, &flag3, errmsg), + errmsg, + errmsg); + + if (flag3 == _TRUE_){ + if((strstr(string3,"y") != NULL) || (strstr(string3,"Y") != NULL)){ + + pba->M2_tuning_smg = _TRUE_; + + class_read_double("M2_today_smg",pba->M2_today_smg); + + class_call(parser_read_string(pfc,"normalize_G_NR", + &string3, + &flag3, + errmsg), + errmsg, + errmsg); + + if (flag3 == _TRUE_){ + if((strstr(string3,"y") != NULL) || (strstr(string3,"Y") != NULL)){ + double omega_BD = pba->parameters_smg[1]; + pba->M2_today_smg = (4.+2.*omega_BD)/(3.+2.*omega_BD); + } + } + + class_read_double("param_shoot_M2_smg",pba->parameters_smg[pba->tuning_index_2_smg]); + // printf("updating param = %e to tune M2 \n",pba->parameters_smg[pba->tuning_index_2_smg]); + } + } + } + + if (strcmp(string1,"nkgb") == 0 || strcmp(string1,"n-kgb") == 0 || strcmp(string1,"N-KGB") == 0 || strcmp(string1,"nKGB") == 0) { + // This is self-accelerating KGB with K=-X and G(X)=1/n g^(2n-1)/2 * X^n + pba->gravity_model_smg = nkgb; + pba->field_evolution_smg = _TRUE_; + if (has_tuning_index_smg == _FALSE_ && pba->Omega_smg_debug == 0){ + pba->tuning_index_smg = 0; //use g for default tuning + } + class_test(has_dxdy_guess_smg == _TRUE_ && has_tuning_index_smg == _FALSE_, + errmsg, + "nKGB: you gave dxdy_guess_smg but no tuning_index_smg. You need to give both if you want to tune the model yourself"); + if(has_dxdy_guess_smg == _FALSE_){ + pba->tuning_dxdy_guess_smg = -0.5; + } + flag2=_TRUE_; + + pba->parameters_size_smg = 3; // g, n, xi0 == rho_DE_0(shift charge)/rho_DE_0(total) + class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); + class_test(pba->parameters_smg[1]<=0.5,errmsg,"In n-KGB G(X)=X^n n>1/2 for acceleration. Note that limit n->1/2 is singular and models become badly behaved for n<0.7"); + class_test(pba->parameters_smg[2]>=1.,errmsg,"In n-KGB, Rshift0<1 for positive energy density today."); + class_test(pba->parameters_smg[2]<0.,errmsg,"In n-KGB, Rshift0>=0, or ICs for background can't be set."); + } + //end of nKGB + + class_test(flag2==_FALSE_, + errmsg, + "could not identify gravity_theory value, check that it is one of 'propto_omega', 'propto_scale', 'constant_alphas', 'eft_alphas_power_law', 'eft_gammas_power_law', 'eft_gammas_exponential', 'brans_dicke', 'galileon', 'nKGB', 'quintessence_monomial', 'quintessence_tracker', 'alpha_attractor_canonical' ..."); + + return _SUCCESS_; +} + +/** +* Fix expansion history properties. +* +* @param pfc Input: pointer to local structure +* @param pba Input/output: pointer to background structure +* @param string1 Input: name of the gravity model +* @param errmsg Input: Error message +* @return the error status +*/ +int gravity_models_expansion_properties_smg( + struct file_content * pfc, + struct background *pba, + char string1[_ARGUMENT_LENGTH_MAX_], + ErrorMsg errmsg + ) { + + /* Define local variables */ + int flag2 = _FALSE_; + int n; + + //possible expansion histories. Can make tests, etc... + if (strcmp(string1,"lcdm") == 0) { + pba->expansion_model_smg = lcdm; + flag2=_TRUE_; + pba->parameters_size_smg = 1; + pba->rho_evolution_smg=_FALSE_; + class_read_list_of_doubles("expansion_smg",pba->parameters_smg,pba->parameters_size_smg); + } + //accept different names + + if (strcmp(string1,"wowa") == 0 || strcmp(string1,"w0wa") == 0 || strcmp(string1,"cpl") == 0 ) { + pba->expansion_model_smg = wowa; + flag2=_TRUE_; + pba->parameters_size_smg = 3; + pba->rho_evolution_smg=_FALSE_; + class_read_list_of_doubles("expansion_smg",pba->parameters_smg,pba->parameters_size_smg); + } + + if (strcmp(string1,"wowa_w") == 0 || strcmp(string1,"w0wa_w") == 0 || strcmp(string1,"cpl_w") == 0 ) { + pba->expansion_model_smg = wowa_w; + flag2=_TRUE_; + pba->parameters_size_smg = 3; + pba->rho_evolution_smg=_TRUE_; + class_read_list_of_doubles("expansion_smg",pba->parameters_smg,pba->parameters_size_smg); + } + + if (strcmp(string1,"wede") == 0) { + //ILSWEDE + pba->expansion_model_smg = wede; + flag2=_TRUE_; + pba->parameters_size_smg = 3; + class_read_list_of_doubles("expansion_smg",pba->parameters_smg,pba->parameters_size_smg); + class_read_double("wede_Omega_e_regularizer_smg",pba->wede_Omega_e_regularizer_smg); + // //optimize the guessing BUG: eventually leads to problem in the MCMC, perhaps the guess is too good? + // if(pba->tuning_index_smg == 0){ + // pba->parameters_smg[0] = pba->Omega0_smg; + // } + } + + class_test(flag2==_FALSE_, + errmsg, + "could not identify expansion_model value, check that it is either lcdm, wowa, wowa_w, wede ..."); + + return _SUCCESS_; +} + + +/** +* Overwrite the default values of the Gs depending on the model. +* This is the only place where the shape of the Gs is specified. +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback_B Input: vector containing all {B} quantities +* @param pgf Input: pointer to G_functions_and_derivs structure +* @return the error status +*/ +int gravity_models_get_Gs_smg( + struct background *pba, + double a, + double * pvecback_B, + struct G_functions_and_derivs *pgf + ) { + + double phi = pvecback_B[pba->index_bi_phi_smg]; + double phi_prime = pvecback_B[pba->index_bi_phi_prime_smg]; + double X = 0.5*pow(phi_prime/a,2); + + /* Overwrite the Horneski functions and their partial derivatives depending on the model */ + if (pba->gravity_model_smg == quintessence_monomial) { + + double N = pba->parameters_smg[0]; + double V0 = pba->parameters_smg[1]; + + pgf->G2 = X - V0*pow(pba->H0/pba->h,2.)*pow(phi,N); // V written as in arXiv:1406.2301 in CLASS units + pgf->G2_X = 1.; + pgf->G2_phi = -N*V0*pow(pba->H0/pba->h,2.)*pow(phi,N-1.); + pgf->G2_phiphi = -N*(N-1)*V0*pow(pba->H0/pba->h,2.)*pow(phi,N-2.); + } + + else if (pba->gravity_model_smg == quintessence_tracker) { + // V written as in arXiv:1406.2301 in CLASS units + + double V0 = pba->parameters_smg[2]; + double n = pba->parameters_smg[3]; + double m = pba->parameters_smg[4]; + double lambda = pba->parameters_smg[5]; + double V, V_phi; + + V = pow(pba->H0/pba->h,2)* V0 * pow(phi, -n) * exp(lambda*pow(phi, m)); + V_phi = (lambda * m * pow(phi, m) - n) /phi * V; + + pgf->G2 = X - V; + pgf->G2_X = 1.; + pgf->G2_phi = -V_phi; + } + + else if (pba->gravity_model_smg == alpha_attractor_canonical) { + // V written as in eq. 12 of arXiv:1505.00815 in CLASS units with canonical field. + + double alpha = pba->parameters_smg[2]; + double c2 = pow(pba->parameters_smg[3], 2); + double p = pba->parameters_smg[4]; + double n = pba->parameters_smg[5]; + double V, V_phi; + double x = tanh(phi/(sqrt(6*alpha))); + double y = sinh(sqrt(2/(3*alpha))*phi); + V = alpha* c2 * pow(x,p)/pow(1+x, 2*n); + + V_phi = sqrt(2*alpha/3)*c2* pow(x,p)* (p +(p-2*n)*x)/(y * pow(1+x,2*n +1)); + + pgf->G2 = X - V; + pgf->G2_X = 1.; + pgf->G2_phi = -V_phi; + + class_test((phi < 0. ) && ( phi_prime > 0 ) + && (pba->parameters_tuned_smg == _TRUE_) + && (pba->skip_stability_tests_smg == _FALSE_), + pba->error_message, + "The model has started oscillating with first minimum at a = %e. Since = 0 yields matter, it cannot make the universe expand accelerately.", a); + } + + else if(pba->gravity_model_smg == galileon){ + + double M3 = pow(pba->H0,2); + + double Lambda1 = pba->parameters_smg[1]*M3; + double Lambda2 = pba->parameters_smg[2]; + double Lambda3 = pba->parameters_smg[3]/M3; + double Lambda4 = pba->parameters_smg[4]*pow(M3,-2); + double Lambda5 = pba->parameters_smg[5]*pow(M3,-3); + + pgf->G2 = Lambda2*X - 0.5*Lambda1*phi; + pgf->G2_X = Lambda2; + pgf->G2_phi = - 0.5*Lambda1; + /* pgf->G_3 = -2*Lambda3*X */ + pgf->G3_X = -2.*Lambda3; + /* pgf->G_4 = 1/2 + Lambda4 X^2 */ + pgf->DG4 = Lambda4*pow(X,2); + pgf->G4 = 1/2. + pgf->DG4; + pgf->G4_X = 2.*Lambda4*X; + pgf->G4_XX = 2.*Lambda4; + /* pgf->G_5 = Lambda5*pow(X,2) */ + pgf->G5_X = 2.*Lambda5*X; + pgf->G5_XX = 2.*Lambda5; + } + + else if(pba->gravity_model_smg == brans_dicke){ + + /* Brans-Dicke can't cause acceleration: + * - V is a constant potential, basically a cosmological constant + * - omega is the Brans-Dicke parameter in charge of the fifth force + */ + double V = 3.*pba->parameters_smg[0]*pow(pba->H0,2); + double omega = pba->parameters_smg[1]; + + pgf->G2 = -V + omega*X/phi; + pgf->G2_X = omega/phi; + pgf->G2_Xphi = -omega/pow(phi,2); + pgf->G2_phi = -omega*X/pow(phi,2); + + pgf->DG4 = (phi-1.)/2.; + pgf->G4 = phi/2.; + pgf->G4_phi = 1./2.; + + } + + else if(pba->gravity_model_smg == nkgb){ + + /* Action is + + -X + 1/n * g^[(2n-1)/2] Lambda (X/Lambda^4)^n box(phi) + + g was picked like this so that it approx. remains g*Omega_smg0 ~ O(1) for all n + Note that for n=1/4 the Lambda mass scales cancels out, so we set it to 1. + */ + + double g = pba->parameters_smg[0]; + double npow = pba->parameters_smg[1]; + double ngpow = copysign(1.,g)*pow(fabs(g),(2.*npow-1.)/2.)/npow; + double H0=pba->H0; + + pgf->G2 = -X; + pgf->G2_X = -1.; + + // pgf->G3 = 1/n g^[(2n-1)/2] Lambda (X/Lambda^4)^n + + pgf->G3_X = npow*ngpow*pow(X,npow-1)/pow(H0,2*npow); + pgf->G3_XX = npow*(npow-1.)*ngpow*pow(X,npow-2)/pow(H0,2*npow); + + } + + return _SUCCESS_; +} + + +/** +* Get the background parametrizations, either parametrizing +* rho_smg and p_smg or w_smg. +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pvecback_B Input: vector containing all {B} quantities +* @return the error status +*/ +int gravity_models_get_back_par_smg( + struct background *pba, + double a, + double * pvecback, + double * pvecback_B + ) { + + + double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; + double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; + + if (pba->expansion_model_smg == lcdm){ + + double Omega_const_smg = pba->parameters_smg[0]; + + pvecback[pba->index_bg_rho_smg] = Omega_const_smg*pow(pba->H0,2); + pvecback[pba->index_bg_p_smg] = -Omega_const_smg*pow(pba->H0,2); + } + + else if (pba->expansion_model_smg == wowa){ + + double Omega_const_smg = pba->parameters_smg[0]; + double w0 = pba->parameters_smg[1]; + double wa = pba->parameters_smg[2]; + + pvecback[pba->index_bg_rho_smg] = Omega_const_smg * pow(pba->H0,2)/pow(a,3.*(1. + w0 + wa)) * exp(3.*wa*(a-1.)); + pvecback[pba->index_bg_p_smg] = (w0+(1-a)*wa) * Omega_const_smg * pow(pba->H0,2)/pow(a,3.*(1.+w0+wa)) * exp(3.*wa*(a-1.)); + } + + else if (pba->expansion_model_smg == wowa_w){ + + //double Omega_const_smg = pba->parameters_smg[0]; + double w0 = pba->parameters_smg[1]; + double wa = pba->parameters_smg[2]; + + pvecback[pba->index_bg_w_smg] = w0+(1-a)*wa; + + //DT: All commented out parts are now before th definition of pvecback_integration[pba->index_bi_rho_smg] (L2784) + + //if (pba->initial_conditions_set_smg == _FALSE_) { + // Here we provide wi wf from w= (1-a)*wi+a*wf. + // This is useful to set the initial conditions for the energy density. + // The value inferred here is just a guess, since then the shooting will modify it. + // double wi = w0+wa; + // double wf = w0; + + // pvecback[pba->index_bg_rho_smg] = Omega_const_smg * pow(pba->H0,2)/pow(a,3.*(1. + wi)) * exp(3.*(wi-wf)*(a-1.)); + //} + //else { + pvecback[pba->index_bg_rho_smg] = pvecback_B[pba->index_bi_rho_smg]; + //} + pvecback[pba->index_bg_p_smg] = pvecback[pba->index_bg_w_smg] * pvecback[pba->index_bg_rho_smg]; + + } + + else if (pba->expansion_model_smg == wede){ + + //Doran-Robbers model astro-ph/0601544 + //as implemented in Pettorino et al. 1301.5279 + //NOTE: rewrite the expressions integrating the equation of state + + double Om0 = pba->parameters_smg[0]; + double w0 = pba->parameters_smg[1]; + double Ome = pba->parameters_smg[2] + pba->wede_Omega_e_regularizer_smg; + + double Om = ((Om0 - Ome*(1.-pow(a,-3.*w0)))/(Om0 + (1.-Om0)*pow(a,3*w0)) + Ome*(1.-pow(a,-3*w0))); + double dOm_da = (3*pow(a,-1 - 3*w0)*(-1 + Om0)*(-2*pow(a,3*w0)*(-1 + Om0)*Ome + Om0*Ome + pow(a,6*w0)*(Om0 - 2*Ome + Om0*Ome))*w0)/pow(-(pow(a,3*w0)*(-1 + Om0)) + Om0,2); //from Mathematica + //I took a_eq = a*rho_r/rho_m, with rho_r = 3*p_tot_wo_smg + double a_eq = 3.*a*p_tot/(pvecback[pba->index_bg_rho_b]+pvecback[pba->index_bg_rho_cdm]); //tested! + double w = a_eq/(3.*(a+a_eq)) -a/(3.*(1-Om)*Om)*dOm_da; + + pvecback[pba->index_bg_rho_smg] = rho_tot*Om/(1.-Om); + //pow(pba->H0,2)/pow(a,3)*Om*(Om-1.)/(Om0-1.)*(1.+a_eq/a)/(1.+a_eq); //this eq is from Pettorino et al, not working + pvecback[pba->index_bg_p_smg] = w*pvecback[pba->index_bg_rho_smg]; + +// if (a>0.9) +// printf("a = %e, w = %f, Om_de = %e, rho_de/rho_t = %e \n",a,w,Om, +// pvecback[pba->index_bg_rho_smg]/(pvecback[pba->index_bg_rho_smg]+rho_tot)); + } + + return _SUCCESS_; +} + + +/** +* Get the alphas parametrizations. +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pvecback_B Input: vector containing all {B} quantities +* @return the error status +*/ +int gravity_models_get_alphas_par_smg( + struct background *pba, + double a, + double * pvecback, + double * pvecback_B + ) { + + + double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]+pvecback[pba->index_bg_rho_smg]; + double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]+pvecback[pba->index_bg_p_smg]; + double Omega_smg = pvecback[pba->index_bg_rho_smg]/rho_tot; + + /* defined always (otherwise the compiler complains), but used only + * if we need to integrate Mpl_running_smg */ + double delta_M2; + if (pba->M2_evolution_smg == _TRUE_) { + delta_M2 = pvecback_B[pba->index_bi_delta_M2_smg]; + } + + if (pba->gravity_model_smg == propto_omega) { + + double c_k = pba->parameters_2_smg[0]; + double c_b = pba->parameters_2_smg[1]; + double c_m = pba->parameters_2_smg[2]; + double c_t = pba->parameters_2_smg[3]; + + pvecback[pba->index_bg_kineticity_smg] = c_k*Omega_smg; + pvecback[pba->index_bg_braiding_smg] = c_b*Omega_smg; + pvecback[pba->index_bg_tensor_excess_smg] = c_t*Omega_smg; + pvecback[pba->index_bg_M2_running_smg] = c_m*Omega_smg; + pvecback[pba->index_bg_delta_M2_smg] = delta_M2; //M2-1 + pvecback[pba->index_bg_M2_smg] = 1.+delta_M2; + } + + else if (pba->gravity_model_smg == propto_scale) { + + double c_k = pba->parameters_2_smg[0]; + double c_b = pba->parameters_2_smg[1]; + double c_m = pba->parameters_2_smg[2]; + double c_t = pba->parameters_2_smg[3]; + + pvecback[pba->index_bg_kineticity_smg] = c_k*a; + pvecback[pba->index_bg_braiding_smg] = c_b*a; + pvecback[pba->index_bg_tensor_excess_smg] = c_t*a; + pvecback[pba->index_bg_M2_running_smg] = c_m*a; + pvecback[pba->index_bg_delta_M2_smg] = delta_M2; //M2-1 + pvecback[pba->index_bg_M2_smg] = 1.+delta_M2; + } + + else if (pba->gravity_model_smg == constant_alphas) { + + double c_k = pba->parameters_2_smg[0]; + double c_b = pba->parameters_2_smg[1]; + double c_m = pba->parameters_2_smg[2]; + double c_t = pba->parameters_2_smg[3]; + + pvecback[pba->index_bg_kineticity_smg] = c_k; + pvecback[pba->index_bg_braiding_smg] = c_b; + pvecback[pba->index_bg_tensor_excess_smg] = c_t; + pvecback[pba->index_bg_M2_running_smg] = c_m; + pvecback[pba->index_bg_delta_M2_smg] = delta_M2; //M2-1 + pvecback[pba->index_bg_M2_smg] = 1.+delta_M2; + } + + else if (pba->gravity_model_smg == eft_alphas_power_law) { + + double M_0 = pba->parameters_2_smg[0]; + double c_k = pba->parameters_2_smg[1]; + double c_b = pba->parameters_2_smg[2]; + double c_t = pba->parameters_2_smg[3]; + double M_0_exp = pba->parameters_2_smg[4]; + double c_k_exp = pba->parameters_2_smg[5]; + double c_b_exp = pba->parameters_2_smg[6]; + double c_t_exp = pba->parameters_2_smg[7]; + + pvecback[pba->index_bg_kineticity_smg] = c_k*pow(a, c_k_exp); + pvecback[pba->index_bg_braiding_smg] = c_b*pow(a, c_b_exp); + pvecback[pba->index_bg_tensor_excess_smg] = c_t*pow(a, c_t_exp); + pvecback[pba->index_bg_M2_running_smg] = M_0*M_0_exp*pow(a, M_0_exp)/(1. + M_0*pow(a, M_0_exp)); + pvecback[pba->index_bg_delta_M2_smg] = delta_M2; //M2-1 + pvecback[pba->index_bg_M2_smg] = 1.+delta_M2; + } + + else if ((pba->gravity_model_smg == eft_gammas_power_law) || (pba->gravity_model_smg == eft_gammas_exponential)) { + + double Omega=0., g1=0., g2=0., g3=0., Omega_p=0., Omega_pp=0., g3_p=0.; + double Omega_0=0., g1_0=0., g2_0=0., g3_0=0.; + double Omega_exp=0., g1_exp=0., g2_exp=0., g3_exp=0.; + + Omega_0 = pba->parameters_2_smg[0]; + g1_0 = pba->parameters_2_smg[1]; + g2_0 = pba->parameters_2_smg[2]; + g3_0 = pba->parameters_2_smg[3]; + Omega_exp = pba->parameters_2_smg[4]; + g1_exp = pba->parameters_2_smg[5]; + g2_exp = pba->parameters_2_smg[6]; + g3_exp = pba->parameters_2_smg[7]; + + if (pba->gravity_model_smg == eft_gammas_power_law) { + Omega = Omega_0*pow(a,Omega_exp); + Omega_p = Omega_0*Omega_exp*pow(a,Omega_exp-1.); // Derivative w.r.t. the scale factor + Omega_pp = Omega_0*Omega_exp*(Omega_exp-1.)*pow(a,Omega_exp-2.); // Derivative w.r.t. the scale factor + g1 = g1_0*pow(a,g1_exp); + g2 = g2_0*pow(a,g2_exp); + g3 = g3_0*pow(a,g3_exp); + g3_p = g3_0*g3_exp*pow(a,g3_exp-1.); // Derivative w.r.t. the scale factor + } + else { //(pba->gravity_model_smg == eft_gammas_exponential) + Omega = exp(Omega_0*pow(a,Omega_exp))-1.; + Omega_p = Omega_0*Omega_exp*pow(a,Omega_exp-1.)*exp(Omega_0*pow(a,Omega_exp)); // Derivative w.r.t. the scale factor + Omega_pp = Omega_0*Omega_exp*pow(a,Omega_exp-2.)*exp(Omega_0*pow(a,Omega_exp))*(Omega_exp-1.+Omega_0*Omega_exp*pow(a,Omega_exp)); // Derivative w.r.t. the scale factor + g1 = exp(g1_0*pow(a,g1_exp))-1.; + g2 = exp(g2_0*pow(a,g2_exp))-1.; + g3 = exp(g3_0*pow(a,g3_exp))-1.; + g3_p = g3_0*g3_exp*pow(a,g3_exp-1.)*exp(g3_0*pow(a,g3_exp)); // Derivative w.r.t. the scale factor + } + + + double c_over_H2 = (-pow(a,2.)*Omega_pp + 3.*(Omega + a*Omega_p/2.)*(rho_tot + p_tot)/rho_tot + 3.*(pvecback[pba->index_bg_rho_smg]+pvecback[pba->index_bg_p_smg])/rho_tot)/2.; + + pvecback[pba->index_bg_kineticity_smg] = 2.*(2.*g1*pow(pba->H0,2.)/rho_tot + c_over_H2)/(1. + Omega + g3); + pvecback[pba->index_bg_braiding_smg] = -(g2*pba->H0/sqrt(rho_tot) + a*Omega_p)/(1. + Omega + g3); + pvecback[pba->index_bg_tensor_excess_smg] = -g3/(1. + Omega + g3); + pvecback[pba->index_bg_M2_running_smg] = a*(Omega_p + g3_p)/(1. + Omega + g3); + pvecback[pba->index_bg_delta_M2_smg] = delta_M2; //M2-1 + pvecback[pba->index_bg_M2_smg] = 1.+delta_M2; + + } + + return _SUCCESS_; +} + + +/** +* Set the right initial conditions for each gravity model. +* +* @param pba Input: pointer to background structure +* @param a Input: scale factor +* @param pvecback Output: vector of background quantities (assumed to be already allocated) +* @param pvecback_integration Output: vector of background quantities to be integrated, returned with proper initial values +* @param ptr_rho_rad Input: pointer to the density of radiation +* @return the error status +*/ +int gravity_models_initial_conditions_smg( + struct background *pba, + double a, + double * pvecback, + double * pvecback_integration, + double * ptr_rho_rad + ) { + + double rho_rad = *ptr_rho_rad; + double phi_scale, V_scale,p1,p2,p3; //smg related variables + int i = 0; + + switch (pba->gravity_model_smg) { + + case quintessence_monomial: + pvecback_integration[pba->index_bi_phi_smg] = pba->parameters_smg[3]; + pvecback_integration[pba->index_bi_phi_prime_smg] = pba->parameters_smg[2]*pba->H0; + break; + + case quintessence_tracker: + + /* Tracker quintessence at early times + * V = H0^2/h^2* V0 * phi^-n exp(lambda*phi^m) + * + * log(V/V0) = lambda phi^m - n log (phi) + * + * choose phi_ini so V = P_ini*sqrt(rho_rad) + * choose phi_prime_ini so K = K_ini*sqrt(rho_rad) + * + * initial guess: phi_ini = (log(rho_rad/H0^2)/lambda)^(1/m)) + * then adjust to the right potential using Newton's method + * + */ + + p1 = pba->parameters_smg[3];// n + p2 = pba->parameters_smg[4]; //m + p3 = pba->parameters_smg[5]; //lambda + // phi_scale = gsl_sf_lambert_W0(10); + + //initial guess + phi_scale = pow(log(rho_rad/pba->parameters_smg[2]/pow(pba->H0/pba->h,2)/p3), 1./pba->parameters_smg[4]); + + //log of the potential + V_scale =100;//start off at a high value + + //do a newton root finding + while (i < 100){ + + V_scale = p3*pow(phi_scale,p2) - p1*log(phi_scale) - pba->parameters_smg[1]*log(rho_rad/pba->parameters_smg[2]/pow(pba->H0/pba->h,2)); + + if (fabs(V_scale) < 1e-5) + break; + + phi_scale -= (V_scale)/((p3*p2*pow(phi_scale,p2)-p1)/phi_scale); + i++; + } + printf("V_scale %e, i %i \n",V_scale,i); + + pvecback_integration[pba->index_bi_phi_smg] = phi_scale; + pvecback_integration[pba->index_bi_phi_prime_smg] = -a*sqrt(pba->parameters_smg[0]*2*rho_rad); + + break; + + case alpha_attractor_canonical: + // Note: we are using as input parameters f = phi/sqrt(alpha) + pvecback_integration[pba->index_bi_phi_smg] = pba->parameters_smg[1]*sqrt(pba->parameters_smg[2]); + pvecback_integration[pba->index_bi_phi_prime_smg] = pba->parameters_smg[0]*pba->H0; + break; + + + /* Attractor IC: H\dot\phi = constant = H_0^2 \xi + * phi_prime = xi*a*H_0^2/H (\dot\phi = phi_prime/a) + * assumes H = sqrt(rho_rad) initially + * + * if attractor ICs change xi to fit some attractor value n = 0 with + * + * n/H0 = xi(c2 - 6c3 xi + 18c4 xi^2 + 5c5 xi^4) + * + * This is done at the level of background_initial_conditions + * (this function does not seem to get access to the parameter being varied!) + * + * We pick the nonzero xi closest to the user's given value! + */ + + case galileon: + if(pba->attractor_ic_smg == _TRUE_){ + + double xi = pba->parameters_smg[0]; + double c2 = pba->parameters_smg[2]; + double c3 = pba->parameters_smg[3]; + double c4 = pba->parameters_smg[4]; + double c5 = pba->parameters_smg[5]; + + double x[3]; + double Omega_smg; + int complex; + int i; + double mindiff = 1e100; + + double xi_start = xi; + + //Don't use poly_3_split, is bad unless c3 tiny! + rf_solve_poly_3(5.*c5,18.*c4,-6.*c3,1.*c2,x,&complex); + + if (pba->background_verbose > 2) + { + printf(" galileon attractor \n"); + printf(" c5 = %.2e, c4 = %.2e, c3 = %.3e, c2 = %.3e \n ",c5,c4,c3,c2); + printf(" Solutions (complex = %i): \n",complex); + } + + for (i=0; i<3;i+=1){ + Omega_smg = pow(x[i],2)*(c2/6. -2.*c3*x[i] +15./2.*c4*pow(x[i],2) + 7./3.*c5*pow(x[i],3)); + if (x[i]!=0 && fabs(x[i]-xi)background_verbose > 2) + printf(" xi_%i = %e, Omega_* = %.2e \n",i, x[i],Omega_smg); + } + if (pba->background_verbose > 2) + printf(" Dealer's pick: xi = %e (wish = %e) \n",xi_start,xi); + pvecback_integration[pba->index_bi_phi_prime_smg] = a*xi_start*pow(pba->H0,2)/sqrt(rho_rad); + } + else { + /* non attractor ICs */ + pvecback_integration[pba->index_bi_phi_prime_smg] = a*pba->parameters_smg[0]*pow(pba->H0,2)/sqrt(rho_rad); + } + //phi is irrelevant + pvecback_integration[pba->index_bi_phi_smg] = pba->parameters_smg[6]; + break; + + /* BD IC: note that the field value is basically the planck mass, + * so its initial value should be around 1 + * the derivative we take to be zero, but this can be extended + */ + case brans_dicke: + pvecback_integration[pba->index_bi_phi_smg] = pba->parameters_smg[2]; + pvecback_integration[pba->index_bi_phi_prime_smg] = pba->parameters_smg[3]; + break; + + case nkgb: + { + /* Action is + + -X + 1/n * g^[(2n-1)/2] Lambda (X/Lambda^4)^n box(phi) + + with Lambda^(4n-1)=MPl^(2n-1)*H0^2n + + g was picked like this so that it approx. remains g*Omega_smg0 ~ O(1) for all n + + Since the energy density in KGB must be >0, then -inf0 + The alpha descrition breaks down for phidot=0, so we assume this is never crossed + + This all implies that phidot on the attractor has the same sign as g, and therefore + phi dot always has the same sign as g. + + Rshift0 = (phidot0*J0)/rho_smg0, i.e. fraction of the DE energy-density today in the shift-charge as opposed to the vacuum part + + */ + + double g = pba->parameters_smg[0]; + double n = pba->parameters_smg[1]; + double Rshift0 = pba->parameters_smg[2]; + + double H = sqrt(rho_rad); //NOTE: for low n -> need to solve tracker + Constraint simultaneously. Increasing H (e.g. double H = 10*sqrt(rho_rad);) works for n~0.65. + double H0 = pba->H0; + + double signg = copysign(1.,g); + g=fabs(g); + double Rshiftcomb = (2.-Rshift0)/(2.*(1.-Rshift0)); + + double phidot0=0., phidot_attr_init= 0., charge_init=0., phidot_init=0.; + + phidot0 = signg * sqrt(2./g)*H0 * pow(Rshiftcomb/(3*sqrt(2)),1./(2.*n-1.)); // value of phidot today, if xi0=0, then this is attractor + phidot_attr_init = signg * sqrt(2./g)*H0 * pow(H0/(3.*sqrt(2.)*H),1./(2.*n-1.)); // value of phidot on attractor at initial time + charge_init = phidot0*Rshift0/(2*(1-Rshift0))*pow(a,-3); // implied value of required shift charge initially + + if(fabs(charge_init/phidot_attr_init)<1.){ + /* test if initial shift charge is large c.f. the on-attractor phidot. If no, we are nearly on attractor + at initial time anyway, so just correct the attractor solution slightly + if yes, then we are off-attractor and then we have approximate analytic solution in limit of + n_init >> phidot. For the range n_init ~ phidot just use the solution for large shift charge. + by the late universe, this will be an irrelevant error. */ + + phidot_init = phidot_attr_init + charge_init/(2.*n-1.); + } + else{ + phidot_init = signg * pow( fabs(charge_init) * pow(fabs(phidot_attr_init),2.*n-1.),1./(2.*n)); + } + + pvecback_integration[pba->index_bi_phi_smg] = 0.0; //shift-symmetric, i.e. this is irrelevant + pvecback_integration[pba->index_bi_phi_prime_smg] = a*phidot_init ; + } + break; + + case propto_omega: + pvecback_integration[pba->index_bi_delta_M2_smg] = pba->parameters_2_smg[4]-1.; + break; + + case propto_scale: + pvecback_integration[pba->index_bi_delta_M2_smg] = pba->parameters_2_smg[4]-1.; + break; + + case constant_alphas: + pvecback_integration[pba->index_bi_delta_M2_smg] = pba->parameters_2_smg[4]-1.; + break; + + case eft_alphas_power_law: + pvecback_integration[pba->index_bi_delta_M2_smg] = pba->parameters_2_smg[0]*pow(a, pba->parameters_2_smg[4]); + break; + + case eft_gammas_power_law: + pvecback_integration[pba->index_bi_delta_M2_smg] = pba->parameters_2_smg[0]*pow(a,pba->parameters_2_smg[4]) + pba->parameters_2_smg[3]*pow(a,pba->parameters_2_smg[7]); + break; + + case eft_gammas_exponential: + pvecback_integration[pba->index_bi_delta_M2_smg] = exp(pba->parameters_2_smg[0]*pow(a,pba->parameters_2_smg[4])) + exp(pba->parameters_2_smg[3]*pow(a,pba->parameters_2_smg[7])) -2.; + break; + } + + /* expansion_smg when w is parametrized and rho obtained with integration */ + if (pba->rho_evolution_smg == _TRUE_){ + + //NOTE: moved here from the definition of wowa_w model, to avoid pvecback[pba->index_bg_rho_smg] mix up + if (pba->expansion_model_smg == wowa_w) { + double Omega_const_smg = pba->parameters_smg[0]; + double w0 = pba->parameters_smg[1]; + double wa = pba->parameters_smg[2]; + + double w_smg = w0+(1.-a)*wa; + double wi = w0+wa; + double wf = w0; + double rho_smg_today = Omega_const_smg * pow(pba->H0,2); + double integral_smg = 3.*((1.+ wi)*log(1./a) + (wi-wf)*(a-1.)); + pvecback_integration[pba->index_bi_rho_smg] = rho_smg_today * exp(integral_smg); + } + else { + pvecback_integration[pba->index_bi_rho_smg] = pvecback[pba->index_bg_rho_smg]; + } + } + + return _SUCCESS_; +} + + +/** +* Send _smg information about specific models to the standard output. +* +* @param pba Input: pointer to background structure +* @return the error status +*/ +int gravity_models_print_stdout_smg( + struct background *pba + ){ + + switch (pba->gravity_model_smg) { + + case quintessence_monomial: + printf("Modified gravity: quintessence_monomial with parameters: \n"); + printf("-> N = %g, V0 = %g, V0* = %g, phi_prime_ini = %g, phi_ini = %g \n", + pba->parameters_smg[0], pba->parameters_smg[1], pba->parameters_smg[1]*pow(pba->H0/pba->h,2), + pba->parameters_smg[2], pba->parameters_smg[3]); + break; + + case quintessence_tracker: + printf("Modified gravity: quintessence_tracker with parameters: \n"); + printf("-> K_ini = %g, P_ini = %g, V0 = %g, V0* = %g, n = %g, m = %g, lambda=%g \n", + pba->parameters_smg[0], pba->parameters_smg[1], pba->parameters_smg[2]*pow(pba->H0/pba->h,2), + pba->parameters_smg[2], pba->parameters_smg[3], pba->parameters_smg[4], pba->parameters_smg[5]); + break; + + case alpha_attractor_canonical: + printf("Modified gravity: alpha_attractor_canonical with parameters: \n"); + printf("-> f = phi/sqrt(alpha) \n"); + printf("-> phi_prime_ini = %g, f_ini = %g, alpha = %g, c = %g, p = %g, n = %g \n", + pba->parameters_smg[0], pba->parameters_smg[1], pba->parameters_smg[2], + pba->parameters_smg[3], pba->parameters_smg[4], pba->parameters_smg[5]); + break; + + case galileon: + printf("Modified gravity: covariant Galileon with parameters: \n"); + printf(" -> c_1 = %g, c_2 = %g, c_3 = %g \n c_4 = %g, c_5 = %g, xi_ini = %g (xi_end = %g) \n", + pba->parameters_smg[1],pba->parameters_smg[2],pba->parameters_smg[3],pba->parameters_smg[4],pba->parameters_smg[5],pba->parameters_smg[0], pba->xi_0_smg); + break; + + case brans_dicke: + printf("Modified gravity: Brans Dicke with parameters: \n"); + printf(" -> Lambda = %g, omega_BD = %g, \n phi_ini = %g (phi_0 = %g), phi_prime_ini = %g \n", + pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2],pba->phi_0_smg,pba->parameters_smg[3]); + break; + + case nkgb: + printf("Modified gravity: Kinetic Gravity Braiding with K=-X and G=1/n g^(2n-1)/2 * X^n with parameters: \n"); + printf(" -> g = %g, n = %g, phi_ini = 0.0, smg density fraction from shift charge term = %g. \n", + pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2]); + break; + + case propto_omega: + printf("Modified gravity: propto_omega with parameters: \n"); + printf(" -> c_K = %g, c_B = %g, c_M = %g, c_T = %g, M_*^2_init = %g \n", + pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3], + pba->parameters_2_smg[4]); + break; + + case propto_scale: + printf("Modified gravity: propto_scale with parameters: \n"); + printf(" -> c_K = %g, c_B = %g, c_M = %g, c_T = %g, M_*^2_init = %g \n", + pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3], + pba->parameters_2_smg[4]); + break; + + case constant_alphas: + printf("Modified gravity: constant_alphas with parameters: \n"); + printf(" -> c_K = %g, c_B = %g, c_M = %g, c_T = %g, M_*^2_init = %g \n", + pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3], + pba->parameters_2_smg[4]); + break; + + case eft_alphas_power_law: + printf("Modified gravity: eft_alphas_power_law with parameters: \n"); + printf(" -> M_*^2_0 = %g, c_K = %g, c_B = %g, c_T = %g, M_*^2_exp = %g, c_K_exp = %g, c_B_exp = %g, c_T_exp = %g\n", + pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3], + pba->parameters_2_smg[4],pba->parameters_2_smg[5],pba->parameters_2_smg[6],pba->parameters_2_smg[7]); + break; + + case eft_gammas_power_law: + printf("Modified gravity: eft_gammas_power_law with parameters: \n"); + printf(" -> Omega_0 = %g, gamma_1 = %g, gamma_2 = %g, gamma_3 = %g, Omega_0_exp = %g, gamma_1_exp = %g, gamma_2_exp = %g, gamma_3_exp = %g \n", + pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3],pba->parameters_2_smg[4],pba->parameters_2_smg[5],pba->parameters_2_smg[6],pba->parameters_2_smg[7]); + break; + + case eft_gammas_exponential: + printf("Modified gravity: eft_gammas_exponential with parameters: \n"); + printf(" -> Omega_0 = %g, gamma_1 = %g, gamma_2 = %g, gamma_3 = %g, Omega_0_exp = %g, gamma_1_exp = %g, gamma_2_exp = %g, gamma_3_exp = %g \n", + pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3],pba->parameters_2_smg[4],pba->parameters_2_smg[5],pba->parameters_2_smg[6],pba->parameters_2_smg[7]); + break; + + default: + printf("Modified gravity: output not implemented in gravity_models_print_stdout_smg() \n"); + } + + if(pba->field_evolution_smg==_FALSE_) { + switch (pba->expansion_model_smg) { + + case lcdm: + printf("Parameterized model with LCDM expansion \n"); + printf("-> Omega_smg = %f \n",pba->parameters_smg[0]); + break; + + case wowa: + printf("Parameterized model with CPL expansion \n"); + printf("-> Omega_smg = %f, w0 = %f, wa = %e \n", + pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2]); + break; + + case wowa_w: + printf("Parameterized model with CPL expansion \n"); + printf("-> Omega_smg = %f, w0 = %f, wa = %e \n", + pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2]); + break; + + case wede: //ILSWEDE + printf("Parameterized model with variable EoS + Early DE \n"); + printf("-> Omega_smg = %f, w = %f, Omega_e = %f \n",pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2]); + break; + + default: + printf("Parameterized model: expansion history output not implemented in gravity_models_print_stdout_smg() \n"); + + } + } + + return _SUCCESS_; + +} diff --git a/gravity_smg/include/background_smg.h b/gravity_smg/include/background_smg.h new file mode 100644 index 00000000..70de577b --- /dev/null +++ b/gravity_smg/include/background_smg.h @@ -0,0 +1,82 @@ +#ifndef __BACKGROUND_SMG__ +#define __BACKGROUND_SMG__ + +#include "common.h" +#include "background.h" +#include "rootfinder.h" +#include "gravity_functions_smg.h" +#include "gravity_models_smg.h" + + +/** + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + + +int background_gravity_functions_smg(struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + double * ptr_rho_tot, + double * ptr_p_tot, + double * ptr_rho_de); + +int background_free_smg(struct background *pba); + +int background_define_indices_bg_smg(struct background *pba, + int * index_bg); + +int background_define_indices_bi_smg(struct background *pba, + int * index_bi); + +int background_solve_smg(struct background *pba, + double * pvecback, + double * pvecback_integration); + +int background_print_stdout_smg(struct background *pba, + double * pvecback, + double * pvecback_integration); + +int background_initial_conditions_smg(struct background *pba, + double a, + double * pvecback, + double * pvecback_integration, + double * ptr_rho_rad); + +int background_store_columntitles_smg(struct background *pba, + char titles[_MAXTITLESTRINGLENGTH_]); + +int background_output_data_smg(struct background *pba, + double * pvecback, + double * dataptr, + int * ptr_storeidx); + +int background_derivs_smg(struct background *pba, + double a, + double * pvecback, + double * y, + double * dy); + +int stability_tests_smg(struct background *pba, + double * pvecback, + double * pvecback_integration); + +int derivatives_alphas_smg(struct background *pba, + double * pvecback, + double * pvecback_derivs, + int i); + +int copy_to_background_table_smg(struct background *pba, + int row, + int column, + double value); + + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/gravity_smg/include/fourier_smg.h b/gravity_smg/include/fourier_smg.h new file mode 100644 index 00000000..c04bc089 --- /dev/null +++ b/gravity_smg/include/fourier_smg.h @@ -0,0 +1,24 @@ +#ifndef __FOURIER_SMG__ +#define __FOURIER_SMG__ + +#include "common.h" +#include "fourier.h" + +/** + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + +int fourier_hmcode_Delta_v_0_smg( + struct background *pba, + double z_at_tau, + double * Delta_v_0 +); + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/gravity_smg/include/gravity_functions_smg.h b/gravity_smg/include/gravity_functions_smg.h new file mode 100644 index 00000000..dadc1e17 --- /dev/null +++ b/gravity_smg/include/gravity_functions_smg.h @@ -0,0 +1,52 @@ +#ifndef __GRAVITY_FUNCTIONS_SMG__ +#define __GRAVITY_FUNCTIONS_SMG__ + +#include "common.h" +#include "background.h" +#include "gravity_models_smg.h" + +/** + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + +int gravity_functions_Es_from_Gs_smg(struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + struct G_functions_and_derivs *pgf); + +int gravity_functions_Ps_and_Rs_from_Gs_smg(struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + struct G_functions_and_derivs *pgf); + +int gravity_functions_building_blocks_from_Gs_smg(struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + struct G_functions_and_derivs *pgf); + +int gravity_functions_As_from_alphas_smg(struct background *pba, + double * pvecback, + double * pvecback_derivs); + +int gravity_functions_Bs_from_Gs_smg(struct background *pba, + double a, + double * pvecback_B, + double * pvecback, + struct G_functions_and_derivs *pgf); + +int gravity_functions_Cs_from_Bs_smg(struct background *pba, + double * pvecback, + double * pvecback_derivs); + + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/gravity_smg/include/gravity_models_smg.h b/gravity_smg/include/gravity_models_smg.h new file mode 100644 index 00000000..d8b97751 --- /dev/null +++ b/gravity_smg/include/gravity_models_smg.h @@ -0,0 +1,161 @@ +#ifndef __GRAVITY_MODELS_SMG__ +#define __GRAVITY_MODELS_SMG__ + +#include "common.h" +#include "input.h" +#include "background.h" +#include "rootfinder.h" + +/** + * structure containing the G's and F's functions, for Horndeski + * and beyond, as well as their derivatives w.r.t. the scalar field + * and its canonical kinetic term. + * All of them are inizialized to zero except G4 = 1./2. + * This configuration reproduces General Relativity. + */ +struct G_functions_and_derivs { + /* G2s */ + double G2; + double G2_X; + double G2_XX; + double G2_XXX; + double G2_phi; + double G2_Xphi; + double G2_XXphi; + double G2_phiphi; + double G2_Xphiphi; + + /* G3s */ + double G3_X; + double G3_XX; + double G3_XXX; + double G3_phi; + double G3_Xphi; + double G3_XXphi; + double G3_phiphi; + double G3_Xphiphi; + double G3_phiphiphi; + + /* G4s */ + double G4; + double DG4; + double G4_X; + double G4_XX; + double G4_XXX; + double G4_XXXX; + double G4_phi; + double G4_Xphi; + double G4_XXphi; + double G4_XXXphi; + double G4_phiphi; + double G4_Xphiphi; + double G4_XXphiphi; + double G4_phiphiphi; + double G4_Xphiphiphi; + + /* G5s */ + double G5_X; + double G5_XX; + double G5_XXX; + double G5_XXXX; + double G5_phi; + double G5_Xphi; + double G5_XXphi; + double G5_XXXphi; + double G5_phiphi; + double G5_Xphiphi; + double G5_XXphiphi; + double G5_phiphiphi; + double G5_Xphiphiphi; + + /* F4s */ + double F4; + double F4_X; + double F4_XX; + double F4_XXX; + double F4_phi; + double F4_Xphi; + double F4_XXphi; + double F4_phiphi; + double F4_Xphiphi; + + /* F4s */ + double F5; + double F5_X; + double F5_XX; + double F5_XXX; + double F5_phi; + double F5_Xphi; + double F5_XXphi; + double F5_phiphi; + double F5_Xphiphi; +}; + +/** + * Default values for the G_functions_and_derivs structure. + */ +#define DEFAULT_G_FUNCTIONS_AND_DERIVS { \ + /* G2s */ \ + 0., 0., 0., 0., 0., 0., 0., 0., 0., \ + /* G3s */ \ + 0., 0., 0., 0., 0., 0., 0., 0., 0., \ + /* G4s */ \ + 1./2., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., \ + /* G5s */ \ + 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., \ + /* F4s */ \ + 0., 0., 0., 0., 0., 0., 0., 0., 0., \ + /* F5s */ \ + 0., 0., 0., 0., 0., 0., 0., 0., 0. \ +} + + +/** + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + + +int gravity_models_gravity_properties_smg(struct file_content * pfc, + struct background *pba, + char string1[_ARGUMENT_LENGTH_MAX_], + int has_tuning_index_smg, + int has_dxdy_guess_smg, + ErrorMsg errmsg); + +int gravity_models_expansion_properties_smg(struct file_content * pfc, + struct background *pba, + char string1[_ARGUMENT_LENGTH_MAX_], + ErrorMsg errmsg); + +int gravity_models_get_Gs_smg(struct background *pba, + double a, + double * pvecback_B, + struct G_functions_and_derivs *g_fun); + +int gravity_models_get_back_par_smg(struct background *pba, + double a, + double * pvecback, + double * pvecback_B); + +int gravity_models_get_alphas_par_smg(struct background *pba, + double a, + double * pvecback, + double * pvecback_B); + +int gravity_models_initial_conditions_smg(struct background *pba, + double a, + double * pvecback, + double * pvecback_integration, + double * ptr_rho_rad); + +int gravity_models_print_stdout_smg(struct background *pba); + + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/gravity_smg/include/hi_class.h b/gravity_smg/include/hi_class.h new file mode 100644 index 00000000..04b34383 --- /dev/null +++ b/gravity_smg/include/hi_class.h @@ -0,0 +1,14 @@ +#ifndef __HI_CLASS__ +#define __HI_CLASS__ + +#define _HI_CLASS_VERSION_ "3.0" + +#include "gravity_functions_smg.h" +#include "gravity_models_smg.h" + +#include "input_smg.h" +#include "background_smg.h" +#include "perturbations_smg.h" +#include "fourier_smg.h" + +#endif diff --git a/gravity_smg/include/input_smg.h b/gravity_smg/include/input_smg.h new file mode 100644 index 00000000..5b4b053c --- /dev/null +++ b/gravity_smg/include/input_smg.h @@ -0,0 +1,34 @@ +#ifndef __INPUT_SMG__ +#define __INPUT_SMG__ + +#include "common.h" +#include "input.h" +#include "gravity_models_smg.h" + +/** + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + +int input_warnings_smg(struct perturbations * ppt, + int input_verbose); + +int input_read_parameters_smg(struct file_content * pfc, + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + ErrorMsg errmsg); + +int input_readjust_precision_smg(struct precision * ppr); + +int input_default_params_smg(struct background * pba, + struct perturbations * ppt); + + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/gravity_smg/include/perturbations_smg.h b/gravity_smg/include/perturbations_smg.h new file mode 100644 index 00000000..cfe569a6 --- /dev/null +++ b/gravity_smg/include/perturbations_smg.h @@ -0,0 +1,245 @@ +#ifndef __PERTURBATIONS_SMG__ +#define __PERTURBATIONS_SMG__ + +#include "common.h" +#include "perturbations.h" +#include "rootfinder.h" + +/** + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + +int get_gravity_coefficients_smg(struct background * pba, + struct perturbations * ppt, + double * pvecback, + double * delM2, double * M2, double * kin, double * bra, + double * ten, double * run, double * beh, double * res, + double * cD, double * cK, double * cB, double * cH, double * c0, + double * c1, double * c2, double * c3, double * c4, + double * c5, double * c6, double * c7, double * c8, + double * c9, double * c10, double * c11, double * c12, + double * c13, double * c14, double * c15, double * c16, + double * res_p, double * cD_p, double * cB_p, double * cH_p, + double * c9_p, double * c10_p, double * c12_p, double * c13_p); + +int perturbations_tests_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt); + +int perturbations_define_indices_tp_smg(struct perturbations * ppt, + int * index_type); + +int perturbations_define_indices_mt_smg(struct perturbations_workspace * ppw, + int * index_mt); + +int perturbations_define_indices_ap_smg(struct perturbations_workspace * ppw, + int * index_ap); + +int perturbations_define_indices_pt_smg(struct perturbations_workspace * ppw, + struct perturbations_vector * ppv, + int * index_pt); + +int perturbations_prepare_k_output_smg(struct perturbations * ppt); + +int perturbations_print_variables_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double k, + double tau, + double * dataptr, + int * ptr_storeidx); + +int perturbations_get_h_prime_ic_from_00_smg(struct background * pba, + struct perturbations_workspace * ppw, + double k, + double eta, + double delta_rho_tot); + +int perturbations_einstein_scalar_smg(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double k, + double tau, + double * y); + +int perturbations_einstein_tensor_smg(struct background * pba, + struct perturbations_workspace * ppw, + double k, + double tau, + double * y); + +int perturbations_derivs_smg(struct perturbations * ppt, + struct perturbations_workspace * ppw, + struct perturbations_vector * pv, + double * dy, + double * pvecmetric); + +int perturbations_get_approximation_qs_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double k, + double * tau_ini, + double tau_end); + +int perturbations_switch_approximation_qs_smg(struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau); + +int perturbations_qs_functions_at_tau_and_k_qs_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + double k, + double tau, + double *mass2, + double *mass2_p, + double *rad2, + double *friction, + double *slope, + short *approx); + +int perturbations_verbose_qs_smg(struct perturbations_workspace * ppw, + double k, + double tau_switch, + int * ap_ini, + int * ap_end); + +int perturbations_vector_init_qs_smg(struct perturbations_workspace * ppw, + struct perturbations_vector * ppv, + int * pa_old); + +int get_x_x_prime_qs_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double k, + double * x_qs_smg, + double * x_prime_qs_smg); + +int sample_approximation_qs_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + double k, + double tau_ini, + double tau_end, + double * tau_sample, + double * slope_sample, + int * approx_sample, + int *size_sample); + +int shorten_first_qs_smg(double * tau_sample, + double * slope_sample, + int * approx_sample, + int size_sample, + double * tau_array, + double * slope_array, + int * approx_array, + int *size_array, + double tau_end); + +int correct_with_slope_qs_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + double tau_ini, + double tau_end, + double * tau_array, + double * slope_array, + int * approx_array, + int size_array); + +int shorten_second_qs_smg(double * tau_array, + int * approx_array, + int size_array, + double * tau_scheme, + int * approx_scheme, + int *size_scheme); + +int fit_real_scheme_qs_smg(double tau_end, + int * approx_scheme, + double * tau_scheme, + int size_scheme, + double * tau_export); + +int perturbations_adiabatic_ic_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double * ptr_eta, + double * ptr_delta_ur, + double * ptr_theta_ur, + double * ptr_shear_ur, + double * ptr_l3_ur, + double * ptr_delta_dr, + double tau, + double k, + double fracnu, + double om, + double rho_r); + +int perturbations_isocurvature_cdm_ic_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau, + double k, + double fraccdm, + double om); + +int perturbations_isocurvature_b_ic_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau, + double k, + double fracb, + double om); + +int perturbations_isocurvature_urd_ic_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau, + double k, + double fracnu, + double fracg, + double fracb, + double om); + +int perturbations_isocurvature_urv_ic_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau, + double k, + double fracnu, + double fracg, + double fracb, + double om); + +int test_ini_grav_ic_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt); + +int test_ini_extfld_ic_smg(struct precision * ppr, + struct background * pba, + struct perturbations * ppt); + +int calc_extfld_ampl_smg(int n, double kin, double bra, double dbra, + double run, double ten, double DelM2, double Omx, + double wx, double l1, double l2, double l3, + double l4, double l5, double l6,double l7, double l8, + double cs2num, double Dd, double ic_regulator_smg, + double * amplitude); + + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/gravity_smg/input_smg.c b/gravity_smg/input_smg.c new file mode 100644 index 00000000..439811f9 --- /dev/null +++ b/gravity_smg/input_smg.c @@ -0,0 +1,388 @@ +/** @file input_smg.c Documented input_smg module + * + * Emilio Bellini, Ignacy Sawicki, Miguel Zumalacarregui, 2024 + * + * Additional functions for the input module. + * It contains all the hi_class related functions (_smg) + * that are used by input.c. In this way the main hi_class + * modifications are stored here and the standard Class modules + * remain cleaner. + * + * The following nomenclature has been adopted: + * + * -# all the functions end with "_smg" to make them easily + * recognizable + * -# all the functions starting with "input_" are + * directly called by input.c or the classy wrapper + * -# all the functions that do not start with "input_" + * are only used internally in input_smg.c + */ + +#include "input_smg.h" +#include "background.h" +#include "perturbations.h" + + +/** + * Place to put the warnings related to the hi_class input parameters. + * + * @param ppt Input: pointer to perturbation structure + * @param input_verbose Input: input verbosity + * @return the error status + */ +int input_warnings_smg( + struct perturbations * ppt, + int input_verbose + ) { + + /* Here we put a warning as we want to encourage hi_class users to get + h_prime from the trace of the Einstein ij equation than from the Einstein 00 + equation. This is because the Einstein 00 equation has a gauge dependent + singularity that can be removed using the trace of the Einstein ij equation. + */ + if (input_verbose > 10) { + if (ppt->get_h_from_trace == _FALSE_) { + printf("\n"); + printf("WARNING: you set get_h_from_trace to False.\n"); + printf("While this is still accepted in hi_class, it can cause gauge dependent\n"); + printf("singularities if your model crosses alphaB=2. For this reason in\n"); + printf("future versions of the code this option will be removed and the\n"); + printf("Einstein 00 equation will be used only to set the initial conditions\n"); + printf("for h_prime and as a test to check that it is satisfied during the evolution.\n"); + printf("On the other hand this is a safe choice if you want very large k modes\n"); + printf("(typically k>10 Mpc^-1), where the constraint and the dynamical equations\n"); + printf("disagree by a non negligible amount in some of the models studied.\n"); + printf("\n"); + } + else if (ppt->get_h_from_trace == _TRUE_) { + printf("\n"); + printf("WARNING: you set get_h_from_trace to True.\n"); + printf("While this will be the default option in future versions of hi_class it might\n"); + printf("be safer to set get_h_from_trace to False if you want very large k modes\n"); + printf("(typically k>10 Mpc^-1). In this regime the constraint and the dynamical \n"); + printf("equations disagree by a non negligible amount some of the models studied.\n"); + printf("\n"); + } + } + + return _SUCCESS_; +} + + +/** + * Parse the hi_class parameters. + * + * @param pfc Input: pointer to local structure + * @param ppr Input/Output: pointer to precision structure + * @param pba Input/Output: pointer to background structure + * @param ppt Input/Output: pointer to perturbation structure + * @param errmsg Input: Error message + * @return the error status + */ +int input_read_parameters_smg( + struct file_content * pfc, + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + ErrorMsg errmsg + ) { + + int flag1, flag2, flag3; + double param1, param2; + int param3; + int entries_read; + int int1, n; + char string1[_ARGUMENT_LENGTH_MAX_]; + char string2[_ARGUMENT_LENGTH_MAX_]; + + pba->has_smg = _TRUE_; //default is _FALSE_ + + /** Main flag for the quasi-static approximation scheme */ + + class_call(parser_read_string(pfc,"method_qs_smg",&string1,&flag1,errmsg), + errmsg, + errmsg); + + if (flag1 == _TRUE_) { + + if ((strstr(string1,"automatic") != NULL) || (strstr(string1,"a") != NULL) || (strstr(string1,"A") != NULL)) { + ppt->method_qs_smg = automatic; + } + + if ((strstr(string1,"fully_dynamic") != NULL) || (strstr(string1,"fd") != NULL) || (strstr(string1,"FD") != NULL)) { + ppt->method_qs_smg = fully_dynamic; + } + + if ((strstr(string1,"quasi_static") != NULL) || (strstr(string1,"qs") != NULL) || (strstr(string1,"QS") != NULL)) { + ppt->method_qs_smg = quasi_static; + } + + if ((strstr(string1,"fully_dynamic_debug") != NULL) || (strstr(string1,"fdd") != NULL) || (strstr(string1,"FDD") != NULL)) { + ppt->method_qs_smg = fully_dynamic_debug; + } + + if ((strstr(string1,"quasi_static_debug") != NULL) || (strstr(string1,"qsd") != NULL) || (strstr(string1,"QSD") != NULL)) { + ppt->method_qs_smg = quasi_static_debug; + } + } + + class_call(parser_read_string(pfc, "use_pert_var_deltaphi_smg", &string1, &flag1, errmsg), + errmsg, + errmsg); + + if (flag1 == _TRUE_){ + if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ + ppt->use_pert_var_deltaphi_smg = _TRUE_; + } + else{ + ppt->use_pert_var_deltaphi_smg = _FALSE_; + } + } + + /** Read tuning parameter and guess for the parameter variation range + * These can be adjusted later on a model basis + */ + int has_tuning_index_smg, has_dxdy_guess_smg; + + class_call(parser_read_int(pfc,"tuning_index_smg",¶m3,&flag3,errmsg), + errmsg, + errmsg); + if (flag3 == _TRUE_){ + pba->tuning_index_smg = param3; + } + has_tuning_index_smg = flag3; + + class_call(parser_read_double(pfc,"tuning_dxdy_guess_smg",¶m2,&flag2,errmsg), + errmsg, + errmsg); + if (flag2 == _TRUE_){ + pba->tuning_dxdy_guess_smg = param2; + } + has_dxdy_guess_smg = flag2; + if (has_dxdy_guess_smg == _FALSE_) + pba->tuning_dxdy_guess_smg = 1; + + class_call(parser_read_string(pfc,"gravity_model",&string1,&flag1,errmsg), + errmsg, + errmsg); + class_test(flag1 == _FALSE_, + errmsg, + "gravity_model not read, you should specify one!\n"); + + /** Fix flags for each gravity model */ + class_call(gravity_models_gravity_properties_smg(pfc, pba, string1, has_tuning_index_smg, has_dxdy_guess_smg, errmsg), + errmsg, + errmsg); + // end of loop over models + + if(pba->field_evolution_smg == _TRUE_){ + + //TODO: include generic stuff for covariant theories + + } + else { + //if no self-consistent evolution, need a parameterization for Omega_smg + + class_test(ppt->use_pert_var_deltaphi_smg==_TRUE_, + errmsg, + "It is not consistent to evolve delta_phi_smg and choose parametrized models."); + + class_call(parser_read_string(pfc,"expansion_model",&string1,&flag1,errmsg), + errmsg, + errmsg); + class_test(flag1 == _FALSE_, + errmsg, + "expansion_model not read, you should specify one!\n"); + + /** Fix flags for each expansion model */ + class_call(gravity_models_expansion_properties_smg(pfc, pba, string1, errmsg), + errmsg, + errmsg); + + } + + /** Other generic specifications: + * - whether stability tests are skipped (skip_stability_tests_smg) or softened (cs2_safe_smg) + * - thresholds for approximations in the cubic Friedmann equation + * - add a value to have better behaved perturbations + * - approximations in the perturbations + */ + + class_read_double("cs2_safe_smg",pba->cs2_safe_smg); + class_read_double("D_safe_smg",pba->D_safe_smg); + class_read_double("ct2_safe_smg",pba->ct2_safe_smg); + class_read_double("M2_safe_smg",pba->M2_safe_smg); + + class_read_double("pert_ic_tolerance_smg",ppr->pert_ic_tolerance_smg); + class_read_double("pert_ic_ini_z_ref_smg",ppr->pert_ic_ini_z_ref_smg); + class_read_double("pert_ic_regulator_smg",ppr->pert_ic_regulator_smg); + class_read_double("pert_qs_ic_tolerance_test_smg",ppr->pert_qs_ic_tolerance_test_smg); + + class_read_double("a_min_stability_test_smg",pba->a_min_stability_test_smg); + + class_read_double("kineticity_safe_smg",pba->kineticity_safe_smg); // minimum value of the kineticity (to avoid trouble) + class_read_double("min_a_pert_smg",ppr->min_a_pert_smg); + + class_call(parser_read_string(pfc, + "skip_stability_tests_smg", + &string1, + &flag1, + errmsg), + errmsg, + errmsg); + + if (flag1 == _TRUE_){ + if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ + pba->skip_stability_tests_smg = _TRUE_; + } + else{ + pba->skip_stability_tests_smg = _FALSE_; + } + } + + //IC for perturbations + class_call(parser_read_string(pfc, + "pert_initial_conditions_smg", + &string1, + &flag1, + errmsg), + errmsg, + errmsg); + + if (strcmp(string1,"single_clock") == 0) { + ppt->pert_initial_conditions_smg = single_clock; + } + else if (strcmp(string1,"gravitating_attr") == 0) { + ppt->pert_initial_conditions_smg = gravitating_attr; + } + else if (strcmp(string1,"zero") == 0) { + ppt->pert_initial_conditions_smg = zero; + } + else if (strcmp(string1,"kin_only") == 0) { + ppt->pert_initial_conditions_smg = kin_only; + } + else if (strcmp(string1,"ext_field_attr") == 0 ){//this is the default + ppt->pert_initial_conditions_smg = ext_field_attr; + } + + // else { + // if (ppt->perturbations_verbose > 1) + // printf(" Initial conditions for Modified gravity perturbations not specified, using default \n"); + // } + + /** re-assign shooting parameter (for no-tuning debug mode) */ + if (pba->Omega_smg_debug == 0) + class_read_double("shooting_parameter_smg",pba->parameters_smg[pba->tuning_index_smg]); + + // test that the tuning is correct + class_test(pba->tuning_index_smg >= pba->parameters_size_smg, + errmsg, + "Tuning index tuning_index_smg = %d is larger than the number of entries %d in parameters_smg. Check your .ini file.", + pba->tuning_index_smg,pba->parameters_size_smg); + + //how much info on background.dat? + class_read_double("output_background_smg",pba->output_background_smg); + + return _SUCCESS_; +} + + +/** + * Sometimes hi_class has higher precision parameters. This is where + * it is possible to readjust them. + * + * @param ppr Input/Output: pointer to precision structure + * @return the error status + */ +int input_readjust_precision_smg( + struct precision * ppr + ) { + + /** readjust some precision parameters for modified gravity */ + + //otherwise problems with ISW effect + if (ppr->perturbations_sampling_stepsize > 0.05) + ppr->perturbations_sampling_stepsize=0.05; + + return _SUCCESS_; +} + + +/** + * List of default hi_class parameters. + * + * @param pba Input/Output: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @return the error status + */ +int input_default_params_smg( + struct background * pba, + struct perturbations * ppt + ) { + + /** - background structure */ + + pba->gravity_model_smg = propto_omega; /* gravitational model */ + pba->expansion_model_smg = lcdm; /*expansion model (only for parameterizations*/ + pba->Omega0_smg = 0.; /* Scalar field defaults */ + pba->M2_today_smg = 1.; //*Planck mass today*/ + pba->M2_tuning_smg = _FALSE_; //* Tune Planck mass?*/ + pba->Omega_smg_debug = 0; + pba->field_evolution_smg = _FALSE_; /* does the model require solving the background equations? */ + pba->M2_evolution_smg = _FALSE_; /* does the model require integrating M2 from alpha_M? */ + pba->skip_stability_tests_smg = _FALSE_; /*if you want to skip the stability tests for the perturbations */ + pba->a_min_stability_test_smg = 0; /** < skip stability tests for a < a_min */ + + pba->hubble_evolution = _TRUE_; /** dynamical evolution of Friedmann eq. */ + pba->hubble_friction = 3.; /** friction coefficient in H' equation: H' = ... + H_friction*(H^2 - rho_crit) [NOT ONLY IN SMG!] */ + pba->rho_evolution_smg = _FALSE_; /*does the model require to evolve the background energy density? (only for parameterizations)*/ + pba->wede_Omega_e_regularizer_smg = 1.e-10; /** regularize adding a tiny Omega_e */ + + pba->kineticity_safe_smg = 0; /* value added to the kineticity, useful to cure perturbations at early time in some models */ + pba->cs2_safe_smg = 0; /* threshold to consider the sound speed of scalars negative in the stability check */ + pba->D_safe_smg = 0; /* threshold to consider the kinetic term of scalars negative in the stability check */ + pba->ct2_safe_smg = 0; /* threshold to consider the sound speed of tensors negative in the stability check */ + pba->M2_safe_smg = 0; /* threshold to consider the kinetic term of tensors (M2) negative in the stability check */ + + + /*set stability quantities to nonzero values*/ + pba->min_M2_smg = 1.e10; + pba->min_ct2_smg = 1.e10; + pba->min_D_smg = 1.e10; + pba->min_cs2_smg = 1.e10; + pba->a_min_M2_smg = 0.; + pba->a_min_ct2_smg = 0.; + pba->a_min_D_smg = 0.; + pba->a_min_cs2_smg = 0.; + + pba->min_bra_smg = 4.; + pba->max_bra_smg = 0.; + pba->quintessence_w_safe_smg = 0; + + pba->parameters_smg = NULL; + pba->parameters_size_smg = 0; + pba->tuning_index_smg = 0; + pba->tuning_dxdy_guess_smg = 1; + + pba->output_background_smg = 1; /**< amount of information printed onbackground.dat output */ + + pba->has_smg= _FALSE_; + pba->parameters_tuned_smg = _FALSE_; + pba->shooting_failed = _FALSE_; + pba->is_quintessence_smg = _FALSE_; + pba->attractor_ic_smg = _TRUE_; /* only read for those models in which it is implemented */ + pba->initial_conditions_set_smg = _FALSE_; + + + /** - perturbations structure */ + + ppt->get_h_from_trace=_FALSE_; /* Get h' from Einstein trace rather than 00 (not only _smg!!) */ + + ppt->method_qs_smg=fully_dynamic; + ppt->pert_initial_conditions_smg = ext_field_attr; /* default IC for perturbations in the scalar */ + + ppt->use_pert_var_deltaphi_smg=_FALSE_; + + return _SUCCESS_; + +} diff --git a/gravity_smg/perturbations_smg.c b/gravity_smg/perturbations_smg.c new file mode 100644 index 00000000..ace4030a --- /dev/null +++ b/gravity_smg/perturbations_smg.c @@ -0,0 +1,3363 @@ +/** @file perturbations_smg.c Documented perturbations_smg module + * + * Emilio Bellini, Ignacy Sawicki, Miguel Zumalacarregui, 2024 + * + * Additional functions for the perturbation module. + * It contains all the hi_class related functions (_smg) + * that are used by perturbations.c. In this way the main hi_class + * modifications are stored here and the standard Class modules + * remain cleaner. + * + * The following nomenclature has been adopted: + * + * -# all the functions end with "_smg" to make them easily + * recognizable + * -# all the functions starting with "perturbations_" are + * directly called by perturbations.c or the classy wrapper + * -# all the functions that do not start with "perturbations_" + * are only used internally in perturbations_smg.c + */ + +#include "perturbations_smg.h" + + +/** + * It returns the alphas and the coefficients of the Einstein equations + * that will be used to evaluate the perturbations and their initial + * conditions. This function uses use_pert_var_deltaphi_smg to decide which + * coefficients to output. + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param pvecback Input: pointer to background workspace + * @return the error status + */ +int get_gravity_coefficients_smg( + struct background * pba, + struct perturbations * ppt, + double * pvecback, + double * delM2, double * M2, double * kin, double * bra, + double * ten, double * run, double * beh, double * res, + double * cD, double * cK, double * cB, double * cH, double * c0, + double * c1, double * c2, double * c3, double * c4, + double * c5, double * c6, double * c7, double * c8, + double * c9, double * c10, double * c11, double * c12, + double * c13, double * c14, double * c15, double * c16, + double * res_p, double * cD_p, double * cB_p, double * cH_p, + double * c9_p, double * c10_p, double * c12_p, double * c13_p + ){ + + double a = pvecback[pba->index_bg_a]; + double H = pvecback[pba->index_bg_H]; + double Hp = pvecback[pba->index_bg_H_prime]; + + *delM2 = pvecback[pba->index_bg_delta_M2_smg]; + *M2 = pvecback[pba->index_bg_M2_smg]; + *kin = pvecback[pba->index_bg_kineticity_smg]; + *bra = pvecback[pba->index_bg_braiding_smg]; + *ten = pvecback[pba->index_bg_tensor_excess_smg]; + *run = pvecback[pba->index_bg_M2_running_smg]; + *beh = pvecback[pba->index_bg_beyond_horndeski_smg]; + + if (ppt->use_pert_var_deltaphi_smg == _TRUE_) { + *res = 1.; + *cD = pvecback[pba->index_bg_kinetic_D_over_phiphi_smg]; + *cK = pvecback[pba->index_bg_kineticity_over_phiphi_smg]; + *cB = pvecback[pba->index_bg_braiding_over_phi_smg]; + *cH = pvecback[pba->index_bg_beyond_horndeski_over_phi_smg]; + *c0 = pvecback[pba->index_bg_C0_smg]; + *c1 = pvecback[pba->index_bg_C1_smg]; + *c2 = pvecback[pba->index_bg_C2_smg]; + *c3 = pvecback[pba->index_bg_C3_smg]; + *c4 = pvecback[pba->index_bg_C4_smg]; + *c5 = pvecback[pba->index_bg_C5_smg]; + *c6 = pvecback[pba->index_bg_C6_smg]; + *c7 = pvecback[pba->index_bg_C7_smg]; + *c8 = pvecback[pba->index_bg_C8_smg]; + *c9 = pvecback[pba->index_bg_C9_smg]; + *c10 = pvecback[pba->index_bg_C10_smg]; + *c11 = pvecback[pba->index_bg_C11_smg]; + *c12 = pvecback[pba->index_bg_C12_smg]; + *c13 = pvecback[pba->index_bg_C13_smg]; + *c14 = pvecback[pba->index_bg_C14_smg]; + *c15 = pvecback[pba->index_bg_C15_smg]; + *c16 = pvecback[pba->index_bg_C16_smg]; + *res_p = 0.; + *cD_p = pvecback[pba->index_bg_kinetic_D_over_phiphi_prime_smg]; + *cB_p = pvecback[pba->index_bg_braiding_over_phi_prime_smg]; + *cH_p = pvecback[pba->index_bg_beyond_horndeski_over_phi_prime_smg]; + *c9_p = pvecback[pba->index_bg_C9_prime_smg]; + *c10_p = pvecback[pba->index_bg_C10_prime_smg]; + *c12_p = pvecback[pba->index_bg_C12_prime_smg]; + *c13_p = pvecback[pba->index_bg_C13_prime_smg]; + } + else if (ppt->use_pert_var_deltaphi_smg == _FALSE_) { + *res = -a*H; + *cD = pvecback[pba->index_bg_kinetic_D_smg]; + *cK = pvecback[pba->index_bg_kineticity_smg]; + *cB = pvecback[pba->index_bg_braiding_smg]; + *cH = pvecback[pba->index_bg_beyond_horndeski_smg]; + *c0 = pvecback[pba->index_bg_A0_smg]; + *c1 = pvecback[pba->index_bg_A1_smg]; + *c2 = pvecback[pba->index_bg_A2_smg]; + *c3 = pvecback[pba->index_bg_A3_smg]; + *c4 = pvecback[pba->index_bg_A4_smg]; + *c5 = pvecback[pba->index_bg_A5_smg]; + *c6 = pvecback[pba->index_bg_A6_smg]; + *c7 = pvecback[pba->index_bg_A7_smg]; + *c8 = pvecback[pba->index_bg_A8_smg]; + *c9 = pvecback[pba->index_bg_A9_smg]; + *c10 = pvecback[pba->index_bg_A10_smg]; + *c11 = pvecback[pba->index_bg_A11_smg]; + *c12 = pvecback[pba->index_bg_A12_smg]; + *c13 = pvecback[pba->index_bg_A13_smg]; + *c14 = pvecback[pba->index_bg_A14_smg]; + *c15 = pvecback[pba->index_bg_A15_smg]; + *c16 = pvecback[pba->index_bg_A16_smg]; + *res_p = -a*(Hp + a*H); + *cD_p = pvecback[pba->index_bg_kinetic_D_prime_smg]; + *cB_p = pvecback[pba->index_bg_braiding_prime_smg]; + *cH_p = pvecback[pba->index_bg_beyond_horndeski_prime_smg]; + *c9_p = pvecback[pba->index_bg_A9_prime_smg]; + *c10_p = pvecback[pba->index_bg_A10_prime_smg]; + *c12_p = pvecback[pba->index_bg_A12_prime_smg]; + *c13_p = pvecback[pba->index_bg_A13_prime_smg]; + } + else { + printf("It was not possible to determine if oscillations of the background scalar field should be allowed or not.\n"); + return _FAILURE_; + } + + return _SUCCESS_; +} + + +/** + * Perform preliminary tests on gravity (smg) before solving for + * the perturbations. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @return the error status + */ +int perturbations_tests_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt + ) { + + /* Define local variables */ + double k_min = ppt->k[ppt->index_md_scalars][0]; + double k_max = ppt->k[ppt->index_md_scalars][ppt->k_size[ppt->index_md_scalars]-1]; + double a_ini = ppr->a_ini_test_qs_smg; + int first_index_back; + double tau; + short approx_k_min, approx_k_max; + double mass2_qs, mass2_qs_p, rad2_qs, friction_qs, slope_qs; + + + class_test(ppt->gauge == newtonian, + ppt->error_message, + "Asked for scalar modified gravity AND Newtonian gauge. Not yet implemented"); + + class_test(ppr->a_ini_test_qs_smg < ppr->a_ini_over_a_today_default, + ppt->error_message, + "The initial time for testing the QS approximation (qs_smg) must be larger than the background initial time (a_ini_test_qs_smg>=a_ini_over_a_today_default)."); + + if ( ppt->pert_initial_conditions_smg == gravitating_attr ) { + class_test((ppt->has_cdi == _TRUE_) || (ppt->has_bi == _TRUE_) || (ppt->has_nid == _TRUE_) || (ppt->has_niv == _TRUE_), + ppt->error_message, + "Isocurvature initial conditions for early modified gravity (Gravitating Attractor) not implemented."); + } + + + if (ppt->method_qs_smg == automatic) { + /* + * At least at some initial time (ppr->a_ini_test_qs_smg) all k modes + * should have the same qs_smg approximation status. This time is by + * default much earlier than the usual times at which perturbations + * start being integrated. This check is done to be sure there is a + * moment in the evolution of the universe when nothing interesting + * is happening. When, for each k mode, Class decides at which time + * has to start the integration of the perturbations, it checks that + * the qs_smg status is the same as the one found here. In case it is + * not, it anticipate the initial time. + */ + + //Get background quantities at a_ini + class_call(background_tau_of_z(pba, + 1./a_ini-1., + &tau), + pba->error_message, + ppt->error_message); + + //Approximation for k_min + perturbations_qs_functions_at_tau_and_k_qs_smg( + ppr, + pba, + ppt, + k_min, + tau, + &mass2_qs, + &mass2_qs_p, + &rad2_qs, + &friction_qs, + &slope_qs, + &approx_k_min); + + //Approximation for k_max + perturbations_qs_functions_at_tau_and_k_qs_smg( + ppr, + pba, + ppt, + k_max, + tau, + &mass2_qs, + &mass2_qs_p, + &rad2_qs, + &friction_qs, + &slope_qs, + &approx_k_max); + + class_test(approx_k_min != approx_k_max, + ppt->error_message, + "\n All the k modes should start evolving with the same type of initial conditions (either fully_dynamic or quasi_static).\n This is not the case at a = %e. Try to decrease a_ini_over_a_today_default.\n", ppr->a_ini_over_a_today_default); + + ppt->initial_approx_qs_smg = approx_k_min; + + } + + if (!((ppt->method_qs_smg == automatic) && (ppt->initial_approx_qs_smg==_TRUE_))) { + /* + * If scalar is dynamical or always quasi-static, test for stability + * at the initial time. We do not need to have this test when we are + * QS because of a trigger (through "automatic" method_qs). In such + * a case we know that the mass is positive. + */ + if( ppt->pert_initial_conditions_smg == gravitating_attr) { + /* + * If we are in gravitating_attr ICs, make sure the standard solution + * is dominant at some early redshift. If it is not, curvature is not + * conserved and we have lost the connection between the amplitude + * from inflation and the initial amplitude supplied to hi_class. + */ + class_call(test_ini_grav_ic_smg(ppr, + pba, + ppt), + ppt->error_message, + ppt->error_message); + } + else if( ppt->pert_initial_conditions_smg == ext_field_attr) { + /* + * If we have the ext_field_attr, test for tachyon instability + * in radiation domination before pertubations initialisation. + * If have it, fail, because we can't set the ICs properly. + */ + class_call(test_ini_extfld_ic_smg(ppr, + pba, + ppt), + ppt->error_message, + ppt->error_message); + } + } + + return _SUCCESS_; +} + + +/** + * Define _smg tp indices. + * + * @param ppt Input/Output: pointer to perturbation structure + * @param index_type Input/Output: counter of how many tp variables are defined + * @return the error status + */ +int perturbations_define_indices_tp_smg( + struct perturbations * ppt, + int * index_type + ) { + + class_define_index(ppt->index_tp_x_smg, ppt->has_source_x_smg, *index_type,1); + class_define_index(ppt->index_tp_x_prime_smg, ppt->has_source_x_prime_smg, *index_type,1); + + return _SUCCESS_; +} + + +/** + * Define _smg mt indices. + * + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param index_mt Input/Output: counter of how many mt variables are defined + * @return the error status + */ +int perturbations_define_indices_mt_smg( + struct perturbations_workspace * ppw, + int * index_mt + ) { + + class_define_index(ppw->index_mt_x_smg,_TRUE_,*index_mt,1); /* x_smg (can be dynamical or not) */ + class_define_index(ppw->index_mt_x_prime_smg,_TRUE_,*index_mt,1); /* x_smg' (can be dynamical or not) */ + class_define_index(ppw->index_mt_x_prime_prime_smg,_TRUE_,*index_mt,1); /* x_smg'' (passed to integrator) */ + class_define_index(ppw->index_mt_rsa_p_smg,_TRUE_,*index_mt,1); /**< correction to the evolution of ur and g species in radiation streaming approximation due to non-negligible pressure at late-times*/ + + return _SUCCESS_; +} + + +/** + * Define _smg ap indices. + * + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param index_ap Input/Output: counter of how many ap variables are defined + * @return the error status + */ +int perturbations_define_indices_ap_smg( + struct perturbations_workspace * ppw, + int * index_ap + ) { + + class_define_index(ppw->index_ap_qs_smg,_TRUE_,*index_ap,1); /* for QS approximation scheme */ + + return _SUCCESS_; +} + + +/** + * Define _smg pt indices. + * + * @param ppw Input: pointer to perturbation workspace structure + * @param ppv Input/Output: pointer to perturbation vector structure + * @param index_pt Input/Output: counter of how many pt variables are defined + * @return the error status + */ +int perturbations_define_indices_pt_smg( + struct perturbations_workspace * ppw, + struct perturbations_vector * ppv, + int * index_pt + ) { + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + /* scalar field: integration indices are assigned only if fd (0) */ + if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0) { + class_define_index(ppv->index_pt_x_smg,_TRUE_,*index_pt,1); /* dynamical scalar field perturbation */ + class_define_index(ppv->index_pt_x_prime_smg,_TRUE_,*index_pt,1); /* dynamical scalar field velocity */ + } + + return _SUCCESS_; +} + + +/** + * Fill array of strings with the name of the 'k_output_values' functions + * (transfer functions as a function of time,for fixed values of k). + * This is the smg part of perturbations_store_columntitles, and it + * is appended to the same string. + * + * @param ppt Input/Output: pointer to the perturbation structure + * @return the error status + */ +int perturbations_prepare_k_output_smg( + struct perturbations * ppt + ) { + + if (ppt->use_pert_var_deltaphi_smg==_TRUE_) { + class_store_columntitle(ppt->scalar_titles, "delta_phi_smg (sync)", _TRUE_); + class_store_columntitle(ppt->scalar_titles, "delta_phi_prime_smg (sync)", _TRUE_); + class_store_columntitle(ppt->scalar_titles, "delta_phi_prime_prime_smg (sync)", _TRUE_); + } + else { + class_store_columntitle(ppt->scalar_titles, "V_x_smg (sync)", _TRUE_); + class_store_columntitle(ppt->scalar_titles, "V_x_prime_smg (sync)", _TRUE_); + class_store_columntitle(ppt->scalar_titles, "V_x_prime_prime_smg (sync)", _TRUE_); + } + + /* Quasi-static functions smg*/ + class_store_columntitle(ppt->scalar_titles, "mass2_qs", _TRUE_); + class_store_columntitle(ppt->scalar_titles, "mass2_qs_p", _TRUE_); + class_store_columntitle(ppt->scalar_titles, "rad2_qs", _TRUE_); + class_store_columntitle(ppt->scalar_titles, "friction_qs", _TRUE_); + class_store_columntitle(ppt->scalar_titles, "slope_qs", _TRUE_); + + return _SUCCESS_; +} + + +/** + * When testing the code or a cosmological model, it can be useful to + * output perturbations at each step of integration (and not just the + * delta's at each source sampling point, which is achieved simply by + * asking for matter transfer functions). Then this function can be + * passed to the generic_evolver routine. + * This is the smg part of perturbations_print_variables, and it + * is appended to the same string. + * + * By default, instead of passing this function to generic_evolver, + * one passes a null pointer. Then this function is just not used. + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param k Input: k mode + * @param tau Input: conformal time + * @param dataptr Input/Output: table of data + * @param ptr_storeidx Input/Output: index of perturbations + * @param error_message Output: error message + * + */ +int perturbations_print_variables_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double k, + double tau, + double * dataptr, + int * ptr_storeidx + ) { + + int storeidx = *ptr_storeidx; + + double mass2_qs=0., mass2_qs_p=0., rad2_qs=0., friction_qs=0., slope_qs=0.; + short approx; + + double x_smg = ppw->pvecmetric[ppw->index_mt_x_smg]; + double x_prime_smg = ppw->pvecmetric[ppw->index_mt_x_prime_smg]; + double x_prime_prime_smg = ppw->pvecmetric[ppw->index_mt_x_prime_prime_smg]; + + perturbations_qs_functions_at_tau_and_k_qs_smg( + ppr, + pba, + ppt, + k, + tau, + &mass2_qs, + &mass2_qs_p, + &rad2_qs, + &friction_qs, + &slope_qs, + &approx); + + /* Scalar field smg*/ + class_store_double(dataptr, x_smg, _TRUE_, storeidx); + class_store_double(dataptr, x_prime_smg, _TRUE_, storeidx); + class_store_double(dataptr, x_prime_prime_smg, _TRUE_, storeidx); + /* Quasi-static functions smg*/ + class_store_double(dataptr, mass2_qs, _TRUE_, storeidx); + class_store_double(dataptr, mass2_qs_p, _TRUE_, storeidx); + class_store_double(dataptr, rad2_qs, _TRUE_, storeidx); + class_store_double(dataptr, friction_qs, _TRUE_, storeidx); + class_store_double(dataptr, slope_qs, _TRUE_, storeidx); + + *ptr_storeidx = storeidx; + + return _SUCCESS_; +} + + +/** + * Initial conditions for h_prime with the 00 Einstein equation + * when get_h_from_trace == _TRUE_. + * + * @param pba Input: pointer to background structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param k Input: k mode + * @param eta Input: metric perturbation eta + * @param delta_rho_tot Input: total density perturbation + * @return the error status + */ +int perturbations_get_h_prime_ic_from_00_smg( + struct background * pba, + struct perturbations_workspace * ppw, + double k, + double eta, + double delta_rho_tot + ) { + + double a = ppw->pvecback[pba->index_bg_a]; + double H = ppw->pvecback[pba->index_bg_H]; + double M2 = ppw->pvecback[pba->index_bg_M2_smg]; + double DelM2 = ppw->pvecback[pba->index_bg_delta_M2_smg];//M2-1 + double rho_tot = ppw->pvecback[pba->index_bg_rho_tot_wo_smg]; + double p_tot = ppw->pvecback[pba->index_bg_p_tot_wo_smg]; + double rho_smg = ppw->pvecback[pba->index_bg_rho_smg]; + double p_smg = ppw->pvecback[pba->index_bg_p_smg]; + double kin = ppw->pvecback[pba->index_bg_kineticity_smg]; + double bra = ppw->pvecback[pba->index_bg_braiding_smg]; + /* NOTE: this could be rewritten this equation with A and B variables */ + ppw->pv->y[ppw->pv->index_pt_h_prime_from_trace] = (-4. * pow(H, -1) * pow(k, 2) * eta / a - 6. * pow(H, -1) * pow(M2, -1) * delta_rho_tot * a + 2. * H * (3. * bra + kin) * ppw->pv->y[ppw->pv->index_pt_x_prime_smg] * a + (2. * bra * pow(k, 2) + (-18. + 15. * bra + 2. * kin) * rho_smg * pow(a, 2) + (-18. * DelM2 + 15. * bra * M2 + 2. * kin * M2) * rho_tot * pow(M2, -1) * pow(a, 2) + (-2. * DelM2 + bra * M2) * 9. * pow(M2, -1) * p_tot * pow(a, 2) + 9. * (-2. + bra) * p_smg * pow(a, 2)) * ppw->pv->y[ppw->pv->index_pt_x_smg]) * pow(-2. + bra, -1); + + return _SUCCESS_; +} + + +/** + * Scalar Einstein equations. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param k Input: k mode + * @param tau Input: conformal time + * @param y Input: vector of perturbations (those integrated over time) (already allocated) + * @return the error status + */ +int perturbations_einstein_scalar_smg( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double k, + double tau, + double * y + ) { + + double shear_g = 0.; + double shear_idr = 0.; + double k2 = k*k; + double a = ppw->pvecback[pba->index_bg_a]; + double a_prime_over_a = ppw->pvecback[pba->index_bg_H]*a; + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + double H, delM2, M2, kin, bra, ten, run, beh; + double res, cD, cK, cB, cH; + double c0, c1, c2, c3, c4, c5, c6, c7, c8; + double c9, c10, c11, c12, c13, c14, c15, c16; + double c9_p, c10_p, c12_p, c13_p; + double res_p, cD_p, cB_p, cH_p; + + H = ppw->pvecback[pba->index_bg_H]; + + /* Define background coefficients. This function uses + use_pert_var_deltaphi_smg to decide which coefficients to output. + */ + class_call( + get_gravity_coefficients_smg( + pba, ppt, ppw->pvecback, + & delM2, & M2, & kin, & bra, & ten, & run, & beh, & res, + & cD, & cK, & cB, & cH, & c0, & c1, & c2, & c3, + & c4, & c5, & c6, & c7, & c8, & c9, & c10, & c11, + & c12, & c13, & c14, & c15, & c16, & res_p, & cD_p, & cB_p, + & cH_p, & c9_p, & c10_p, & c12_p, & c13_p + ), + ppt->error_message, + ppt->error_message); + + + /* Get eta from the integrator */ + ppw->pvecmetric[ppw->index_mt_eta] = y[ppw->pv->index_pt_eta]; + + /* Get h' from the integrator. This is the right place because in QS + the scalar field depends on h' (only if h' comes from the integrator, + otherwise it has been diagonalised) */ + if (ppt->get_h_from_trace == _TRUE_) { + ppw->pvecmetric[ppw->index_mt_h_prime] = y[ppw->pv->index_pt_h_prime_from_trace]; + } + + /* Get scalar field perturbations */ + if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == _TRUE_) { + /* Get scalar field perturbations from QS expressions. This function + hides a bit of complexity. If (ppt->get_h_from_trace == _TRUE_), + both x and x' depend on h' (simpler non-divergent expressions), otherwise + they have been diagonalised (longer divergent expressions). */ + class_call( + get_x_x_prime_qs_smg( + ppr, pba, ppt, ppw, k, + & ppw->pvecmetric[ppw->index_mt_x_smg], + & ppw->pvecmetric[ppw->index_mt_x_prime_smg] + ), + ppt->error_message, + ppt->error_message); + } + else if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == _FALSE_) { + /* Get scalar field perturbations from the integrator */ + ppw->pvecmetric[ppw->index_mt_x_smg] = y[ppw->pv->index_pt_x_smg]; + ppw->pvecmetric[ppw->index_mt_x_prime_smg] = y[ppw->pv->index_pt_x_prime_smg]; + } + else { + printf("Scalar field equation: qs_smg approximation mode %i not recognized. should be quasi_static or fully_dynamic.\n",ppw->approx[ppw->index_ap_qs_smg]); + return _FAILURE_; + } + + if (ppt->get_h_from_trace == _FALSE_) { + /* It is still possible to get h_prime through th 00 Einstein equation, + but this generates a warning as it will be removed in future versions + of hi_class. This is the right place, since h' depends on x and x'. */ + ppw->pvecmetric[ppw->index_mt_h_prime] = + + 4.*( + + 3./2.*ppw->delta_rho*a/H/M2 + + (1. + beh)*k2*ppw->pvecmetric[ppw->index_mt_eta]/a/H + - c14*res*ppw->pvecmetric[ppw->index_mt_x_prime_smg] + - res/a/H*(c15*k2 + c16*pow(a*H,2))*ppw->pvecmetric[ppw->index_mt_x_smg] + )/(2. - bra); + } + + /* eventually, infer radiation streaming approximation for + gamma and ur (this is exactly the right place to do it + because the result depends on h_prime) */ + + if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) { + + /* correction to the evolution of ur and g species in radiation streaming approximation due to non-negligible pressure at late-times */ + ppw->pvecmetric[ppw->index_mt_rsa_p_smg] = + ( + + (cK/M2 - cD)*ppw->delta_p + + 1./9.*( + - H*(c3*k2*pow(a*H,-2) + c2 + 2.*cD)*ppw->pvecmetric[ppw->index_mt_h_prime]/a + + res*pow(H,2)*(c7*k2*pow(a*H,-2) + c6)*ppw->pvecmetric[ppw->index_mt_x_smg] + + res*H*(2.*c5*k2*pow(a*H,-2) + c4)*ppw->pvecmetric[ppw->index_mt_x_prime_smg]/a + ) + + 2./9.*( + + c3*pow(k2,2)*ppw->pvecmetric[ppw->index_mt_alpha]/a/H + + k2*(cD - c1)*ppw->pvecmetric[ppw->index_mt_eta] + )*pow(a,-2) + )/cD; + + class_call(perturbations_rsa_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw,ppt->error_message), + ppt->error_message, + ppt->error_message); + } + + if ((pba->has_idr==_TRUE_)&&(ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_on)) { + + class_call(perturbations_rsa_idr_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw,ppt->error_message), + ppt->error_message, + ppt->error_message); + + ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_idr]*ppw->rsa_theta_idr; + } + + + /* second equation involving total velocity */ + ppw->pvecmetric[ppw->index_mt_eta_prime] = + + 3./2.*ppw->rho_plus_p_theta/k2/M2*pow(a,2) + - res*c0*a*H*ppw->pvecmetric[ppw->index_mt_x_smg] + - 1./2.*res*cB*ppw->pvecmetric[ppw->index_mt_x_prime_smg]; + + + /* Here we are storing deviations from the first (00) einstein equation. + This is to check that h' and the other variables are being properly + integrated and as a friction term for the third einstein equation (h'') */ + ppw->pvecmetric[ppw->index_mt_einstein00] = + + 2.*(1. + beh)*k2*pow(a,-2)*ppw->pvecmetric[ppw->index_mt_eta] + + 3.*ppw->delta_rho/M2 + - H/a*(2. - bra)/2.*ppw->pvecmetric[ppw->index_mt_h_prime] + - 2.*res*pow(H,2)*(c16 + c15*k2*pow(a*H,-2))*ppw->pvecmetric[ppw->index_mt_x_smg] + - 2.*res*c14*H*ppw->pvecmetric[ppw->index_mt_x_prime_smg]/a; + + + /* third equation involving total pressure */ + ppw->pvecmetric[ppw->index_mt_h_prime_prime] = + ( + - 9.*cK*ppw->delta_p*pow(a,2)/M2 + + 2.*c1*k2*ppw->pvecmetric[ppw->index_mt_eta] + + a*H*( + + c2 + c3*k2*pow(a*H,-2) + )*ppw->pvecmetric[ppw->index_mt_h_prime] + - 2.*c3*pow(k2,2)*ppw->pvecmetric[ppw->index_mt_alpha]/a/H + - res*a*H*( + + c4 + 2.*c5*k2*pow(a*H,-2) + )*ppw->pvecmetric[ppw->index_mt_x_prime_smg] + - res*( + + c7*k2 + c6*pow(a*H,2) + )*ppw->pvecmetric[ppw->index_mt_x_smg] + )/cD; + + /* This corrects the third equation using the Einstein 00. It has to be + read as a friction term that vanishes whenever the Hamiltonian constraint + is satisfied. */ + if (ppt->get_h_from_trace == _TRUE_) { + ppw->pvecmetric[ppw->index_mt_h_prime_prime] += + a*a*ppr->einstein00_friction*ppw->pvecmetric[ppw->index_mt_einstein00]; + } + + + /* alpha = (h'+6eta')/2k^2 */ + ppw->pvecmetric[ppw->index_mt_alpha] = + ( + + ppw->pvecmetric[ppw->index_mt_h_prime] + + 6.*ppw->pvecmetric[ppw->index_mt_eta_prime] + )/2./k2; + + + /* eventually, infer first-order tight-coupling approximation for photon + shear, then correct the total shear */ + if (ppw->approx[ppw->index_ap_tca] == (int)tca_on) { + + if (pth->has_idm_g == _TRUE_) { + shear_g = 16./45./(ppw->pvecthermo[pth->index_th_dkappa] + ppw->pvecthermo[pth->index_th_dmu_idm_g])*(y[ppw->pv->index_pt_theta_g]+k2*ppw->pvecmetric[ppw->index_mt_alpha]); + } + else { + shear_g = 16./45./ppw->pvecthermo[pth->index_th_dkappa]*(y[ppw->pv->index_pt_theta_g]+k2*ppw->pvecmetric[ppw->index_mt_alpha]); + } + + ppw->rho_plus_p_shear += 4./3.*ppw->pvecback[pba->index_bg_rho_g]*shear_g; + + } + + if (pth->has_idm_dr == _TRUE_) { + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_on){ + + shear_idr = 0.5*8./15./ppw->pvecthermo[pth->index_th_dmu_idm_dr]/ppt->alpha_idm_dr[0]*(y[ppw->pv->index_pt_theta_idr]+k2*ppw->pvecmetric[ppw->index_mt_alpha]); + + ppw->rho_plus_p_shear += 4./3.*ppw->pvecback[pba->index_bg_rho_idr]*shear_idr; + } + } + + + /* fourth equation involving total shear */ + ppw->pvecmetric[ppw->index_mt_alpha_prime] = + - 9./2.*ppw->rho_plus_p_shear/k2/M2*pow(a,2) + + (1. + ten)*ppw->pvecmetric[ppw->index_mt_eta] + - a*H*(2. + run)*ppw->pvecmetric[ppw->index_mt_alpha] + - res*c8*ppw->pvecmetric[ppw->index_mt_x_smg] + + res*cH*ppw->pvecmetric[ppw->index_mt_x_prime_smg]/a/H; + + + /* scalar field equation. This is the right place to evaluate it, since when rsa is on the radiation density gets updated */ + if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == _FALSE_) { + ppw->pvecmetric[ppw->index_mt_x_prime_prime_smg] = + ( + + 9./2.*cB*ppw->delta_p*pow(a,2)/M2/res + - c10*k2*ppw->pvecmetric[ppw->index_mt_eta]/res + - 2./3.*cH*pow(k2,2)*ppw->pvecmetric[ppw->index_mt_alpha]/a/H/res + + a*H/res*( + + 1./3.*cH*k2*pow(a*H,-2) - c9 + )*ppw->pvecmetric[ppw->index_mt_h_prime] + + ( + + c13*k2 + c12*pow(a*H,2) + )*ppw->pvecmetric[ppw->index_mt_x_smg] + + H*a*( + - c3*k2*pow(a*H,-2) + c11 + )*ppw->pvecmetric[ppw->index_mt_x_prime_smg] + )/cD; + + class_test(isnan(ppw->pvecmetric[ppw->index_mt_x_prime_prime_smg]), + ppt->error_message, " Isnan x'' at a =%e !",a); + }//end of fully_dynamic equation + + return _SUCCESS_; +} + + +/** + * Tensor Einstein equations. + * + * @param pba Input: pointer to background structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param k Input: k mode + * @param tau Input: conformal time + * @param y Input: vector of perturbations (those integrated over time) (already allocated) + * @return the error status + */ +int perturbations_einstein_tensor_smg( + struct background * pba, + struct perturbations_workspace * ppw, + double k, + double tau, + double * y + ) { + + /* modified version if gravity is non-standard. Note that no curvature is allowed in this case */ + + double k2 = k*k; + double a_prime_over_a = ppw->pvecback[pba->index_bg_H]*ppw->pvecback[pba->index_bg_a]; + double M2 = ppw->pvecback[pba->index_bg_M2_smg]; + double run = ppw->pvecback[pba->index_bg_M2_running_smg]; + double c_t2 = (1. + ppw->pvecback[pba->index_bg_tensor_excess_smg]); + + ppw->pvecmetric[ppw->index_mt_gw_prime_prime] = -(2. + run)*a_prime_over_a*y[ppw->pv->index_pt_gwdot]-k2*c_t2*y[ppw->pv->index_pt_gw]+ppw->gw_source/M2; + + return _SUCCESS_; +} + + +/** + * Compute derivative of all perturbations to be integrated for smg. + * + * @param ppt Input: pointer to perturbation structure + * @param ppw Input: pointer to perturbation workspace structure + * @param pv Input: pointer to perturbation vector structure + * @param dy Output: vector of its derivatives (already allocated) + * @param pvecmetric Input: metric quantities + * @return the error status + */ +int perturbations_derivs_smg( + struct perturbations * ppt, + struct perturbations_workspace * ppw, + struct perturbations_vector * pv, + double * dy, + double * pvecmetric + ) { + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + class_test(ppt->gauge == newtonian, + ppt->error_message, + "asked for scalar field AND Newtonian gauge. Not yet implemented"); + + //make sure that second order equations are being used + if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0) { + + /** ---> scalar field velocity */ + dy[pv->index_pt_x_smg] = pvecmetric[ppw->index_mt_x_prime_smg]; + + /** ---> Scalar field acceleration (passes the value obtained in perturbations_einstein) */ + dy[pv->index_pt_x_prime_smg] = pvecmetric[ppw->index_mt_x_prime_prime_smg]; + + } + + return _SUCCESS_; +} + + +/** + * The goal of this function is twofold: + * i) check that at the initial integration time the qs_smg status + * is the same as the one found at ppr->a_ini_test_qs_smg. In case + * it is not, do a loop to anticipate the time for IC. This is to + * avoid possibly important features happening between + * ppr->a_ini_test_qs_smg and the perturbations IC; + * ii) if the method_qs_smg is automatic, determine at which time each + * k mode should switch approximation status. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param k Input: k mode + * @param tau_ini Input/Output: pointer to initial time + * @param tau_end Input: final time (today) + * @return the error status + */ +int perturbations_get_approximation_qs_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double k, + double * tau_ini, + double tau_end + ) { + + /* Define local variables */ + double tau_lower; + double tau_upper = *tau_ini; + int is_early_enough = _FALSE_; + short approx; + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + double mass2_qs, mass2_qs_p, rad2_qs, friction_qs, slope_qs; + + class_alloc(ppw->tau_scheme_qs_smg,sizeof(qs_array_smg)/sizeof(int)*sizeof(double),ppt->error_message); + + + /* Loop to anticipate the initial integration time if the qs_smg + state is different from ppt->initial_approx_qs_smg. This uses + a bisection method between tau_lower and tau_upper. + */ + if (ppt->method_qs_smg == automatic) { + + /* Get tau_lower */ + class_call(background_tau_of_z(pba, + 1./ppr->a_ini_test_qs_smg-1., + &tau_lower), + pba->error_message, + ppt->error_message); + + /* Main loop for antcipating the integration time */ + while (((tau_upper - tau_lower)/tau_lower > ppr->tol_tau_approx) && is_early_enough == _FALSE_) { + perturbations_qs_functions_at_tau_and_k_qs_smg( + ppr, + pba, + ppt, + k, + tau_upper, + &mass2_qs, + &mass2_qs_p, + &rad2_qs, + &friction_qs, + &slope_qs, + &approx); + if (approx == ppt->initial_approx_qs_smg) { + is_early_enough = _TRUE_; + } + else { + tau_upper = 0.5*(tau_lower + tau_upper); + } + } + *tau_ini = tau_upper; + } + + + /* + * Find the intervals over which the approximation scheme for qs_smg + * is constant. This is the main pipeline to decide the approximation + * to be used at each time, eventually delaying it to take into + * account the oscillations. The steps are the following: + * - sample the proposed approximation and the decaying rate + * of the oscillations over time. To estimate the approximation + * to be used at each time step the mass and radiation triggers + * are taken into account. In addition, everything is set to fully + * dynamic if it happens after z_fd_qs_smg; + * - shorten the scheme to retain only the times where the + * approximation changes; + * - eventually delay the starting of the qs approximation using the + * previously calculated slope parameter to estimate the decaying + * rate of the oscillations; + * - shorten again the scheme to retain only the times where the + * approximation changes; + * - fit the scheme obtained to the implemented one. + */ + if ((ppt->method_qs_smg == automatic) || (ppt->method_qs_smg == fully_dynamic_debug) || (ppt->method_qs_smg == quasi_static_debug)) { + + int size_sample = ppr->n_max_qs_smg; + + double * tau_sample; + double * slope_sample; + int * approx_sample; + + class_alloc(tau_sample,size_sample*sizeof(double),ppt->error_message); + class_alloc(slope_sample,size_sample*sizeof(double),ppt->error_message); + class_alloc(approx_sample,size_sample*sizeof(int),ppt->error_message); + + /** + * Input: background table + * Output: sample of the approx scheme and the decaying rate + * of the oscillations (slope) + **/ + sample_approximation_qs_smg( + ppr, + pba, + ppt, + k, + *tau_ini, + tau_end, + tau_sample, + slope_sample, + approx_sample, + &size_sample + ); + + + double * tau_array; + double * slope_array; + int * approx_array; + int size_array = size_sample; + + class_alloc(tau_array,size_array*sizeof(double),ppt->error_message); + class_alloc(slope_array,size_array*sizeof(double),ppt->error_message); + class_alloc(approx_array,size_array*sizeof(int),ppt->error_message); + + /** + * Input: sample of the time, slope and approximation scheme + * at small time interval + * Output: arrays containing the time, the slope and the approximation + * scheme only when it changes + **/ + shorten_first_qs_smg( + tau_sample, + slope_sample, + approx_sample, + size_sample, + tau_array, + slope_array, + approx_array, + &size_array, + tau_end + ); + + free(tau_sample); + free(slope_sample); + free(approx_sample); + + /** + * Input: arrays with time, slope and approximation schemes + * Output: arrays with time and approximation scheme corrected with the slope + **/ + correct_with_slope_qs_smg( + ppr, + pba, + ppt, + *tau_ini, + tau_end, + tau_array, + slope_array, + approx_array, + size_array + ); + + free(slope_array); + + double * tau_scheme; + int * approx_scheme; + int size_scheme = size_array; + + class_alloc(tau_scheme,size_scheme*sizeof(double),ppt->error_message); + class_alloc(approx_scheme,size_scheme*sizeof(int),ppt->error_message); + + /** + * Input: arrays of time and approximation after correcting with the slope + * (there is the possibility that the same number in approx_array is repeated) + * Output: shortened arrays of time and approximation + **/ + shorten_second_qs_smg( + tau_array, + approx_array, + size_array, + tau_scheme, + approx_scheme, + &size_scheme + ); + + free(tau_array); + free(approx_array); + + /** + * Input: real approx_scheme and tau_scheme + * Output: approx scheme (ppw->tau_scheme_qs_smg) adjusted to fit the implemented one + **/ + fit_real_scheme_qs_smg( + tau_end, + approx_scheme, + tau_scheme, + size_scheme, + ppw->tau_scheme_qs_smg + ); + + free(tau_scheme); + free(approx_scheme); + + // // DEBUG: Initial and final times + // printf("6 - Interval tau = {%.1e, %.1e}\n", *tau_ini, tau_end); + // printf("7 - k mode = {%.1e}\n", k); + + } + + return _SUCCESS_; +} + + +/** + * Given a list of times (precomputed in perturbations_get_approximation_qs_smg), + * switch approximation status. + * + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param tau Input: conformal time + * @return the error status + */ +int perturbations_switch_approximation_qs_smg( + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau + ) { + + /* (d) quasi-static approximation + * the switch times are previously calculated + * Here it assigns the approxiamtion status to the time tau + */ + + if (ppt->method_qs_smg == automatic) { + + if (tau >= ppw->tau_scheme_qs_smg[6]) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_6; + } + else if (tau >= ppw->tau_scheme_qs_smg[5]) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_qs_5; + } + else if (tau >= ppw->tau_scheme_qs_smg[4]) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_4; + } + else if (tau >= ppw->tau_scheme_qs_smg[3]) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_qs_3; + } + else if (tau >= ppw->tau_scheme_qs_smg[2]) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_2; + } + else if (tau >= ppw->tau_scheme_qs_smg[1]) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_qs_1; + } + else if (tau >= ppw->tau_scheme_qs_smg[0]) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_0; + } + } + else if ((ppt->method_qs_smg == quasi_static) || (ppt->method_qs_smg == quasi_static_debug)) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_qs_1; + } + else if ((ppt->method_qs_smg == fully_dynamic) || (ppt->method_qs_smg == fully_dynamic_debug)) { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_0; + } + else { + ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_0; + } + + return _SUCCESS_; +} + + +/** + * Calculate the functions necessary for the qs_smg approximation + * scheme at k and tau. The approximation value returned is + * independent of the history of the perturbations, i.e. corrections + * due to damped oscillations are not taken into account. + * + * This is used both in: + * - the algorithm for the qs_smg scheme + * - as a standalone function to debug + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param k Input: k mode + * @param tau Input: conformal time + * @param mass2 Output: squared mass of the scalar field + * @param mass2_p Output: derivative of the squared mass of the scalar field + * @param rad2 Output: squared "radiation" mass + * @param friction Output: friction term + * @param slope Output: slope of oscillations term + * @param approx Output: approximation status qs_smg (0->FD, 1->QS) + * @return the error status + */ +int perturbations_qs_functions_at_tau_and_k_qs_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + double k, + double tau, + double *mass2, + double *mass2_p, + double *rad2, + double *friction, + double *slope, + short *approx + ) { + + /* Definition of local variables */ + double mass2_qs, mass2_qs_p, rad2_qs, friction_qs, slope_qs; + double tau_fd; + short proposal; + double * pvecback; + int first_index_back; + + class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); + + class_call(background_at_tau(pba, + tau, + normal_info, + inter_normal, + &first_index_back, + pvecback), + pba->error_message, + ppt->error_message); + + class_call(background_tau_of_z(pba, + ppr->z_fd_qs_smg, + &tau_fd), + pba->error_message, + ppt->error_message); + + double delM2, M2, kin, bra, ten, run, beh; + double res, cD, cK, cB, cH; + double c0, c1, c2, c3, c4, c5, c6, c7, c8; + double c9, c10, c11, c12, c13, c14, c15, c16; + double c9_p, c10_p, c12_p, c13_p; + double res_p, cD_p, cB_p, cH_p; + double x_prime_qs_smg_num, x_prime_qs_smg_den; + double a, H, rho_tot, p_tot, rho_smg, p_smg, rho_r; + double k2 = k*k; + + a = pvecback[pba->index_bg_a]; + H = pvecback[pba->index_bg_H]; + rho_r = pvecback[pba->index_bg_rho_g] + pvecback[pba->index_bg_rho_ur]; + rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; + p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; + rho_smg = pvecback[pba->index_bg_rho_smg]; + p_smg = pvecback[pba->index_bg_p_smg]; + + class_call( + get_gravity_coefficients_smg( + pba, ppt, pvecback, + &delM2, &M2, &kin, &bra, &ten, &run, &beh, &res, + &cD, &cK, &cB, &cH, &c0, &c1, &c2, &c3, + &c4, &c5, &c6, &c7, &c8, &c9, &c10, &c11, + &c12, &c13, &c14, &c15, &c16, &res_p, &cD_p, &cB_p, + &cH_p, &c9_p, &c10_p, &c12_p, &c13_p + ), + ppt->error_message, + ppt->error_message); + + + mass2_qs = -(c12 + c13*k2*pow(a*H,-2))/cD; + + mass2_qs_p = + -( + +c12_p - c12*cD_p/cD + + (c13_p - c13*cD_p/cD + (rho_tot + rho_smg + 3.*p_tot + 3.*p_smg)*c13*a/H)*pow(a*H,-2)*k2 + )/cD; + + rad2_qs = 3.*mass2_qs*pow(H,4)*pow(rho_r,-2)*pow(a*H,2)/k2; + + friction_qs = -(c11 - c3*k2*pow(a*H,-2))/cD; + + slope_qs = -1./4.*(1. - 2.*friction_qs + 3.*(p_tot + p_smg)/(rho_tot + rho_smg) - mass2_qs_p/mass2_qs/a/H); + + // DEBUG: To debug uncomment this and define a convenient function of time for each of these quantities + // double x = a; + // mass2_qs = 1.5 + cos(10*_PI_*x); + // rad2_qs = 1.; + // friction_qs = 1.; + // slope_qs = 1.; + + *mass2 = mass2_qs; + *mass2_p = mass2_qs_p; + *rad2 = rad2_qs; + *friction = friction_qs; + *slope = slope_qs; + + //Approximation + if ((mass2_qs > pow(ppr->trigger_mass_qs_smg,2)) && (rad2_qs > pow(ppr->trigger_rad_qs_smg,2))) { + proposal = _TRUE_; + } + else { + proposal = _FALSE_; + } + if (tau <= tau_fd) { + *approx = proposal; + } + else { + *approx = _FALSE_; + } + + free(pvecback); + + return _SUCCESS_; + +} + + +/** + * Verbose messages for the qs_smg approximation scheme. + * + * @param ppw Input: pointer to perturbation workspace structure + * @param k Input: k mode + * @param tau_switch Input: time at which qs_smg approximation is changed + * @param ap_ini Input: pointer to the initial qs_smg state + * @param ap_end Input: pointer to the final qs_smg state + * @return the error status + */ +int perturbations_verbose_qs_smg( + struct perturbations_workspace * ppw, + double k, + double tau_switch, + int * ap_ini, + int * ap_end + ) { + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + if ((qs_array_smg[ap_ini[ppw->index_ap_qs_smg]]==1) && + (qs_array_smg[ap_end[ppw->index_ap_qs_smg]]==0)) { + fprintf(stdout,"Mode k=%e: will switch off the quasi_static approximation smg (1 -> 0) at tau=%e\n",k,tau_switch); + } + if ((qs_array_smg[ap_ini[ppw->index_ap_qs_smg]]==0) && + (qs_array_smg[ap_end[ppw->index_ap_qs_smg]]==1)) { + fprintf(stdout,"Mode k=%e: will switch on the quasi_static approximation smg (0 -> 1) at tau=%e\n",k,tau_switch); + } + + return _SUCCESS_; +} + + +/** + * Assign the proper initial conditions when switching from + * quasi_static to fully_dynamic in smg_qs. + * + * @param ppw Input: pointer to perturbation workspace structure + * @param ppv Input/Output: pointer to perturbation vector structure + * @param pa_old Input: previous approximation status + * @return the error status + */ +int perturbations_vector_init_qs_smg( + struct perturbations_workspace * ppw, + struct perturbations_vector * ppv, + int * pa_old + ) { + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + //pass the values only if the order is correct + + if ((qs_array_smg[pa_old[ppw->index_ap_qs_smg]] == _TRUE_) && (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == _FALSE_)) { + ppv->y[ppv->index_pt_x_smg] = ppw->pvecmetric[ppw->index_mt_x_smg]; + ppv->y[ppv->index_pt_x_prime_smg] = ppw->pvecmetric[ppw->index_mt_x_prime_smg]; + } + else if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == _FALSE_) { + ppv->y[ppv->index_pt_x_smg] = ppw->pv->y[ppw->pv->index_pt_x_smg]; + ppv->y[ppv->index_pt_x_prime_smg] = ppw->pv->y[ppw->pv->index_pt_x_prime_smg]; + } + + return _SUCCESS_; +} + + +/** + * Return the scalar field perturbation and its derivative + * in the QS regime. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input: pointer to perturbation workspace structure + * @param k Input: k mode + * @param x_qs_smg Output: quasi static scalar field + * @param x_prime_qs_smg Output: quasi static scalar field derivative + * @return the error status + */ +int get_x_x_prime_qs_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double k, + double * x_qs_smg, + double * x_prime_qs_smg + ){ + + double k2 = k*k; + double rho_r, p_tot, p_smg; + double a, H, delM2, M2, kin, bra, ten, run, beh; + double res, cD, cK, cB, cH; + double c0, c1, c2, c3, c4, c5, c6, c7, c8; + double c9, c10, c11, c12, c13, c14, c15, c16; + double c9_p, c10_p, c12_p, c13_p; + double res_p, cD_p, cB_p, cH_p; + double x_prime_qs_smg_num, x_prime_qs_smg_den; + + a = ppw->pvecback[pba->index_bg_a]; + H = ppw->pvecback[pba->index_bg_H]; + rho_r = ppw->pvecback[pba->index_bg_rho_g] + ppw->pvecback[pba->index_bg_rho_ur]; + p_tot = ppw->pvecback[pba->index_bg_p_tot_wo_smg]; + p_smg = ppw->pvecback[pba->index_bg_p_smg]; + + class_call( + get_gravity_coefficients_smg( + pba, ppt, ppw->pvecback, + &delM2, &M2, &kin, &bra, &ten, &run, &beh, &res, + &cD, &cK, &cB, &cH, &c0, &c1, &c2, &c3, + &c4, &c5, &c6, &c7, &c8, &c9, &c10, &c11, + &c12, &c13, &c14, &c15, &c16, &res_p, &cD_p, &cB_p, + &cH_p, &c9_p, &c10_p, &c12_p, &c13_p + ), + ppt->error_message, + ppt->error_message); + + /* This is the expression for the scalar field in the quasi static approximation */ + if (ppt->get_h_from_trace == _TRUE_) { + /* Scalar field in QS with h' */ + *x_qs_smg = + +1./res*( + -9./2.*cB*pow(a,2)*ppw->delta_p/M2 + + c10*k2*ppw->pvecmetric[ppw->index_mt_eta] + + (c9*pow(a*H,2) - 1./3.*cH*k2)*ppw->pvecmetric[ppw->index_mt_h_prime]/a/H + + 2./3.*cH*pow(k2,2)*ppw->pvecmetric[ppw->index_mt_alpha]/a/H + )/(c13*k2 + c12*pow(a*H,2)); + } + else { + /* Scalar field in QS without h' */ + *x_qs_smg = + 1./res*( + +k2*( + +4.*(1. + beh)*cH*k2 + - 3.*pow(a*H,2)*((2. - bra)*c10 + 4.*(1. + beh)*c9) + )*ppw->pvecmetric[ppw->index_mt_eta] + - 2.*(2. - bra)*cH*H*pow(k2,2)*a*ppw->pvecmetric[ppw->index_mt_alpha] + + 6.*( + +(cH*k2 - 3.*c9*pow(a*H,2))*ppw->delta_rho + + 9./4.*cB*(2. - bra)*pow(a*H,2)*ppw->delta_p + )*pow(a,2)/M2 + )/( + +4.*c15*cH*pow(k2,2) + - k2*pow(a*H,2)*(3.*c13*(2. - bra) + 12.*c15*c9 - 4.*c16*cH) + - 3.*pow(a*H,4)*(c12*(2. - bra) + 4.*c16*c9) + ); + } + + /* scalar field derivative equation + * In order to estimate it we followed this procedure: + * - we calculated analytically the time derivative of the x_smg equation + * - we used delta_p' = delta_rho_r'/3 (radiation is the only component that contributes to delta_p') + * - we used the conservation equation for radiation to get rid of delta_rho_r' + * - we used the Einstein equations to get rid of eta', h'', alpha' + * The result is approximated when rsa is on since the velocity of radiation gets updated only after + * this call in perturbations_einstein */ + + if (ppt->get_h_from_trace == _TRUE_) { + /* Numerator of the scalar field derivative in QS with h' */ + x_prime_qs_smg_num = + +3.*( + +3.*(2.*c9*cK - cB*cD*(2. + run) - cD*(cB*res_p/res - cB_p)/a/H) + - 2.*cH*cK*pow(a*H,-2)*k2 + )*ppw->delta_rho_r*a/H/M2 + + 9.*( + +2.*cD*(cH*res_p/res - cH_p)/a/H + 6.*c3*c9 + - cD*(cB + c10) + 3.*cD*cH*(1. + 2./3.*run - (p_tot + p_smg)*pow(H,-2)) + - 2.*c3*cH*k2*pow(a*H,-2) + )*pow(H,-2)*ppw->rho_plus_p_theta_r/M2 + + 18.*cD*cH*pow(a*H,-2)*k2*ppw->rho_plus_p_shear*a/H/M2 + + 4.*k2*pow(a*H,-2)*( + +cH*(c1 - cD - ten*cD)*k2*pow(a*H,-2) + - 3./2.*(2.*c1*c9 - (c10*cD*res_p/res - cD*c10_p)/a/H) + )*a*H*ppw->pvecmetric[ppw->index_mt_eta] + + 3.*( + +2.*cD*(c9*res_p/res - c9_p)/a/H - 2.*c2*c9 + c9*cD + - cD*(2.*cB*rho_r/M2 - 3.*c9*(p_tot + p_smg))*pow(H,-2) + + 2./3.*cH*(c2 + 2.*cD + run*cD)*k2*pow(a*H,-2) + )*ppw->pvecmetric[ppw->index_mt_h_prime] + + 6.*a*H*res*( + +c6*c9 + cD*(c12_p/a/H - c12 - 3.*c12*(p_tot + p_smg)*pow(H,-2)) + - ( + +cD*(2.*c0*cH*res_p/res - c13_p - 2.*c0*cH_p)/a/H + + c9*(6.*c0*c3 - c7) - c0*c10*cD + c6*cH/3. + + 3.*c0*cD*cH*(1. + 2./3.*run - (p_tot + p_smg)*pow(H,-2)) + )*k2*pow(a*H,-2) + + 1./3.*cH*(6.*c0*c3 - c7 + 2.*c8*cD)*pow(k2,2)*pow(a*H,-4) + )*(*x_qs_smg); + + /* Denominator of the scalar field derivative in QS with h' */ + x_prime_qs_smg_den = + -6.*res*( + +c4*c9 + c12*cD + - k2*( + + 6.*cB*cD*(cH*res_p/res - cH_p)/a/H + - 12.*c9*(c5 - 3./2.*c3*cB) + - 3.*cD*(c10*cB + 2.*c13) + + 2.*c4*cH + + 3.*cB*cD*cH*(3. + 2.*run) + - 9.*cB*cD*cH*(p_tot + p_smg)*pow(H,-2) + )/6.*pow(a*H,-2) + - cH*pow(k2,2)*(2.*c5 - 3.*c3*cB + 2.*cD*cH)/3.*pow(a*H,-4) + ); + } + else { + /* Numerator of the scalar field derivative in QS without h' */ + x_prime_qs_smg_num = + - 18.*(2. - bra)*cD*cH*pow(H,-3)*k2*ppw->rho_plus_p_shear/a/M2 + + (2. - bra)*( + +6.*cH*cK*pow(H,-3)*k2/a + + 9.*( + + cD*(cB*res_p - cB_p*res) + + ((2. + run)*cB*cD - 2.*c9*cK)*H*res*a + )*pow(H,-2)/res + )*ppw->delta_rho_r/M2 + + 9.*(2. - bra)*( + + 2.*c3*cH*pow(H,-4)*pow(a,-2)*k2 + - ( + + 2.*cD*H*(cH*res_p - cH_p*res)/a/res + + (6.*c3*c9 - c10*cD - cB*cD + 3.*cD*cH + 2.*run*cD*cH)*pow(H,2) + - 3.*cD*cH*(p_tot + p_smg) + )*pow(H,-4) + )/M2*ppw->rho_plus_p_theta_r + - ( + + 12.*(c2 + 2.*cD + run*cD)*cH*pow(H,-3)*k2/a + + 18.*( + + 2.*cD*H*(c9*res_p/res - c9_p) + - 2.*cB*cD*rho_r*a/M2 + + c9*(cD - 2.*c2)*pow(H,2)*a + + 3.*c9*cD*(p_tot + p_smg)*a + )*pow(H,-3) + )/M2*ppw->delta_rho + + ( + + 4.*cH*( + + (2. - bra)*(cD + ten*cD - c1) + - 2.*(c2 + 2.*cD + run*cD)*(1. + beh) + )*pow(k2,2)*pow(a*H,-3) + - 6.*( + + (2. - bra)*(cD*(c10*res_p/res - c10_p)/a/H - 2.*c1*c9) + + 2.*(1. + beh)*( + + 2.*cD*(c9*res_p/res - c9_p)/a/H + + c9*(cD - 2.*c2) + - 2.*cB*cD*rho_r*pow(H,-2)/M2 + + 3.*c9*cD*(p_tot + p_smg)*pow(H,-2) + ) + )*k2/a/H + )*ppw->pvecmetric[ppw->index_mt_eta] + + ( + + ( + - (2. - bra)*(6.*c0*c3 - c7 + 2.*c8*cD) + + 4.*c15*(c2 + 2.*cD + run*cD) + )*2.*cH*pow(k2,2)*res*pow(a*H,-3) + + 6.*( + + cD*H*( + + 4.*c16*c9*res_p/res + - c12_p*(2. - bra) + - 4.*c16*c9_p + )/a + - 4.*c16*cB*cD*rho_r/M2 + - 4.*c16*c2*c9*pow(H,2) + - c6*c9*(2. - bra)*pow(H,2) + + cD*((2. - bra)*c12 + 2.*c16*c9)*(pow(H,2) + 3.*(p_tot + p_smg)) + )*res*a/H + + 2.*( + + 12.*cD*c15*(c9*res_p/res - c9_p)/H/a + - 12.*c15*cB*cD*rho_r/M2*pow(H,-2) + + 2.*( + + 3.*c15*c9*(cD - 2.*c2) + + 2.*cH*c16*(c2 + 2.*cD + run*cD) + ) + + (2. - bra)*( + - 3.*cD*(2.*c0*cH_p - 2.*c0*cH*res_p/res + c13_p)/a/H + + 18.*c0*c3*c9 - 3.*c7*c9 + - 3.*c0*c10*cD + c6*cH + + 6.*(3./2. + run)*c0*cD*cH + ) + - 9.*cD*((2. - bra)*c0*cH - 2.*c15*c9)*(p_tot + p_smg)*pow(H,-2) + )*res*k2/a/H + )*(*x_qs_smg); + + /* Denominator of the scalar field derivative in QS without h' */ + x_prime_qs_smg_den = + - 2.*cH*res*(2. - bra)*(2.*c5 - 3.*c3*cB + 2.*cD*cH)*pow(a*H,-4)*pow(k2,2) + + a*( + - 6.*cB*cD*(2. - bra)*(cH*res_p - cH_p*res)*H + + (2. - bra)*( + + 12.*c5*c9 - 18.*c3*c9*cB + + 6.*c13*cD + 3.*c10*cB*cD - 2.*c4*cH + - 3.*(3. + 2.*run)*cB*cD*cH + + 9.*cB*cD*cH*(p_tot + p_smg)*pow(H,-2) + )*res*a*pow(H,2) + - 8.*(c2 + 2.*cD + run*cD)*c14*cH*pow(H,2)*res*a + )*k2*pow(a*H,-4) + + 6.*( + - 4.*c14*cD*H*(c9*res_p - c9_p*res) + + 4.*c14*(cB*cD*rho_r/M2 + c2*c9*pow(H,2))*res*a + + (2. - bra)*(c4*c9 + c12*cD)*pow(H,2)*res*a + - 2.*c14*c9*cD*(pow(H,2) + 3.*(p_tot + p_smg))*res*a + )*pow(H,-2)/a; + } + + *x_prime_qs_smg = x_prime_qs_smg_num/x_prime_qs_smg_den; + + return _SUCCESS_; +} + + +/** + * Sample the approximation status over the evolution of the perturbations. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param k Input: k mode + * @param tau_ini Input: initial conformal time + * @param tau_end Input: final conformal time + * @param tau_sample Output: sample of conformal time + * @param slope_sample Output: sample of the slope of the oscillations + * @param approx_sample Output: sample of the approximation status qs_smg (0->FD, 1->QS) + * @param size_sample Output: size of the sample + * @return the error status + */ +int sample_approximation_qs_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + double k, + double tau_ini, + double tau_end, + double * tau_sample, + double * slope_sample, + int * approx_sample, + int *size_sample + ) { + + /* Definition of local variables */ + double mass2_qs, mass2_qs_p, rad2_qs, friction_qs, slope_qs; + short approx; + double tau = tau_ini; + double delta_tau = (tau_end - tau_ini)/ppr->n_max_qs_smg; + int count = 0; + + + /* Scan the time evolution and build several arrays containing + * interesting quantities for the quasi-static approximation */ + while (tau < tau_end) { + + perturbations_qs_functions_at_tau_and_k_qs_smg( + ppr, + pba, + ppt, + k, + tau, + &mass2_qs, + &mass2_qs_p, + &rad2_qs, + &friction_qs, + &slope_qs, + &approx); + + tau_sample[count] = tau; + slope_sample[count] = slope_qs; + approx_sample[count] = approx; + + delta_tau = fabs(2.*mass2_qs/mass2_qs_p)/sqrt(ppr->n_min_qs_smg*ppr->n_max_qs_smg); + delta_tau = MIN(delta_tau, (tau_end - tau_ini)/ppr->n_min_qs_smg); + delta_tau = MAX(delta_tau, (tau_end - tau_ini)/ppr->n_max_qs_smg); + + tau += delta_tau; + count += 1; + + } + + *size_sample = count; + + return _SUCCESS_; + +} + + +/** + * Shorten the smg_qs approximation scheme to keep only + * one element per approximation switch. + * + * @param tau_sample Input: sample of conformal time + * @param slope_sample Input: sample of the slope of the oscillations + * @param approx_sample Input: sample of the approximation status qs_smg (0->FD, 1->QS) + * @param size_sample Input: size of the sample + * @param tau_array Output: shortened array of conformal time + * @param slope_array Output: shortened array of the slope of the oscillations + * @param approx_array Output: shortened array of the approximation status qs_smg (0->FD, 1->QS) + * @param size_array Output: size of the shortened array + * @return the error status + */ +int shorten_first_qs_smg( + double * tau_sample, + double * slope_sample, + int * approx_sample, + int size_sample, + double * tau_array, + double * slope_array, + int * approx_array, + int *size_array, + double tau_end + ) { + + int i, j, count = 0; + int last_switch = 0; + int this_switch = 0; + double slope_weighted; + + tau_array[0] = tau_sample[0]; + approx_array[0] = approx_sample[0]; + + for (i = 1; i < size_sample; i++) { + if (approx_sample[i] != approx_array[count]) { + + count += 1; + // Shorten approximation scheme + approx_array[count] = approx_sample[i]; + + // Shorten time + if (approx_array[count-1] < approx_array[count]) { + this_switch = i; + } + else { + this_switch = i-1; + } + tau_array[count] = tau_sample[this_switch]; + + // Shorten slope + slope_weighted = 0.; + for (j = last_switch; j < this_switch; j++) { + slope_weighted += slope_sample[j]*(tau_sample[j+1] - tau_sample[j]); + } + slope_array[count -1] = slope_weighted/(tau_sample[this_switch] - tau_sample[last_switch]); + last_switch = this_switch; + } + } + + // Shorten slope last element + slope_weighted = 0.; + for (i = last_switch; i < size_sample-1; i++) { + slope_weighted += slope_sample[i]*(tau_sample[i+1] - tau_sample[i]); + } + slope_array[count] = (slope_weighted + slope_sample[size_sample-1]*(tau_end - tau_sample[size_sample-1]))/(tau_end - tau_sample[last_switch]); + + *size_array = count + 1; + + return _SUCCESS_; + +} + + +/** + * For each time at which the qs_smg approximation scheme should change + * FD->QS, delay the transition to take into account the damping of the + * oscillations. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param tau_ini Input: initial conformal time + * @param tau_end Input: final conformal time + * @param tau_array Input/Output: array of conformal time + * @param slope_array Input: array of the slope of the oscillations + * @param approx_array Input/Output: array of the approximation status qs_smg (0->FD, 1->QS) + * @param size_array Input/Output: size of the array + * @return the error status + */ +int correct_with_slope_qs_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + double tau_ini, + double tau_end, + double * tau_array, + double * slope_array, + int * approx_array, + int size_array + ) { + + double * pvecback; + int first_index_back; + int i, j, count; + for (i = 1; i < size_array; i++) { + if ((approx_array[i-1] == 0) && (approx_array[i] == 1)) { + + // Routine to calculate the time interval necessary to relax the oscillations + class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); + class_call(background_at_tau(pba, + tau_array[i], + short_info, + inter_normal, + &first_index_back, + pvecback), + pba->error_message, + ppt->error_message); + + double a_final = pvecback[pba->index_bg_a] * pow(ppr->eps_s_qs_smg, -1./slope_array[i]); + double tau_final; + + class_call(background_tau_of_z(pba, + 1./a_final-1., + &tau_final), + pba->error_message, + ppt->error_message); + + double delta_tau = tau_final - tau_array[i]; + + // Adjust time and approx to take into account the oscillations + double next_tau; + if (i+1FD, 1->QS) + * @param size_array Input: size of the array + * @param tau_scheme Output: shortened scheme of conformal time + * @param approx_scheme Output: shortened scheme of the approximation status qs_smg (0->FD, 1->QS) + * @param size_scheme Output: size of the shortened scheme + * @return the error status + */ +int shorten_second_qs_smg( + double * tau_array, + int * approx_array, + int size_array, + double * tau_scheme, + int * approx_scheme, + int *size_scheme + ) { + + tau_scheme[0] = tau_array[0]; + approx_scheme[0] = approx_array[0]; + int i, j = 0; + + for (i = 0; i < size_array; i++) { + if (approx_array[i] != approx_scheme[j]) { + j += 1; + approx_scheme[j] = approx_array[i]; + tau_scheme[j] = tau_array[i]; + } + } + + *size_scheme = j + 1; + + return _SUCCESS_; + +} + + +/** + * Fit the qs_smg scheme obtained with the implemented one. + * + * @param tau_end Input: final conformal time + * @param approx_scheme Input: scheme of the approximation status qs_smg (0->FD, 1->QS) + * @param tau_scheme Input: scheme of conformal time + * @param size_scheme Input: size of the scheme + * @param tau_scheme Output: times at which qs_smg changes status + * @return the error status + */ +int fit_real_scheme_qs_smg( + double tau_end, + int * approx_scheme, + double * tau_scheme, + int size_scheme, + double * tau_export + ) { + + /* Definition of local variables */ + int implemented_scheme[] = _VALUES_QS_SMG_FLAGS_; + int size_implemented_scheme = sizeof(implemented_scheme)/sizeof(int); + + int i, j; + int start_position = 0; + short scheme_fits = _FALSE_; + + // // DEBUG: print the implemented scheme + // int count; + // printf("1 - Implemented scheme = {"); + // for (count = 0; count < size_implemented_scheme; count++) { + // printf("%d", implemented_scheme[count]); + // if (count < size_implemented_scheme - 1) { + // printf(", "); + // } + // } + // printf("}\n"); + // // DEBUG: print the real scheme + // printf("2 - Real scheme = {"); + // for (count = 0; count < size_scheme; count++) { + // printf("%d", approx_scheme[count]); + // if (count < size_scheme - 1) { + // printf(", "); + // } + // } + // printf("}\n"); + + while (scheme_fits == _FALSE_) { + + /* Check if the real approximation scheme fits the implemented one */ + for (i = 0; i < size_implemented_scheme - size_scheme + 1; i++) { + j = 0; + while (j < size_scheme - 1) { + if (approx_scheme[j] == implemented_scheme[i + j]) { + j += 1; + } + else { + break; + } + } + if ((j == size_scheme - 1) && (approx_scheme[j] == implemented_scheme[i + j])) { + start_position = i; + scheme_fits = _TRUE_; + break; + } + } + + /* Shorten the real approximation scheme */ + if (scheme_fits == _FALSE_) { + if ((approx_scheme[size_scheme - 2]==0) && (approx_scheme[size_scheme - 1]==1)) { + size_scheme += -1; + } + else if ((approx_scheme[size_scheme - 3]==0) && (approx_scheme[size_scheme - 2]==1) && (approx_scheme[size_scheme - 1]==0)) { + size_scheme += -2; + } + } + } + + /* Generate the vector of times at which the approximation switches */ + for (i = 0; i < size_implemented_scheme; i++) { + tau_export[i] = -1.; + } + + for (i = 0; i < size_scheme; i++) { + tau_export[start_position + i] = tau_scheme[i]; + } + + for (i = start_position + size_scheme; i < size_implemented_scheme; i++) { + tau_export[i] = tau_end + 1.; // The +1 is here to make the final elements larger than everything else + } + + // // DEBUG: print the fitted scheme + // printf("3 - Fitted scheme = {"); + // for (count = 0; count < size_scheme; count++) { + // printf("%d", approx_scheme[count]); + // if (count < size_scheme - 1) { + // printf(", "); + // } + // } + // printf("}\n"); + // // DEBUG: print the real tau switches + // printf("4 - Real tau = {"); + // for (count = 0; count < size_scheme; count++) { + // printf("%.1e", tau_scheme[count]); + // if (count < size_scheme - 1) { + // printf(", "); + // } + // } + // printf("}\n"); + // // DEBUG: print the tau switches after the fitting + // printf("5 - Fitted tau = {"); + // for (count = 0; count < size_implemented_scheme; count++) { + // printf("%.1e", tau_export[count]); + // if (count < size_implemented_scheme - 1) { + // printf(", "); + // } + // } + // printf("}\n"); + + return _SUCCESS_; + +} + + +/** + * Adiabatic initial conditions. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param ptr_eta Input: curvature eta + * @param ptr_delta_ur Input: density neutrinos + * @param ptr_theta_ur Input: velocity neutrinos + * @param ptr_shear_ur Input: shear neutrinos + * @param ptr_l3_ur Input: l3 massless neutrinos + * @param ptr_delta_dr Input: density decaying radiation + * @param tau Input: conformal time + * @param k Input: k mode + * @param fracnu Input: neutrino to radiation fraction + * @param om Input: matter to radiation fraction + * @param rho_r Input: background radiation density + * @return the error status + */ +int perturbations_adiabatic_ic_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double * ptr_eta, + double * ptr_delta_ur, + double * ptr_theta_ur, + double * ptr_shear_ur, + double * ptr_l3_ur, + double * ptr_delta_dr, + double tau, + double k, + double fracnu, + double om, + double rho_r + ) { + + double eta = *ptr_eta; + double delta_ur = *ptr_delta_ur; + double theta_ur = *ptr_theta_ur; + double shear_ur = *ptr_shear_ur; + double l3_ur = *ptr_l3_ur; + double delta_dr = *ptr_delta_dr; + + /* (k tau)^2, (k tau)^3 */ + double ktau_two=k*k*tau*tau; + double ktau_three=k*tau*ktau_two; + + double s2_squared = 1.-3.*pba->K/k/k; + + double a,a_prime_over_a; + + double dt=0., Omx=0., wx=0., kin=0., bra=0., bra_p=0., dbra=0., ten=0., run=0., M2=0.,DelM2=0.; + double Dd=0., cs2num=0., cs2num_p=0.; + double l1=0.,l2=0., l3=0., l4=0.,l5=0.,l6=0.,l7=0.,l8=0.,l2_p=0., l8_p=0.; + double B1_smg, B2_smg, B3_smg, B3num_smg, B3denom_smg, amplitude; + double rho_smg=0., rho_tot=0., p_tot=0., p_smg=0., H=0.,Hprime=0; + double g1=0., g2=0., g3=0.; + double x_smg=0.,xp_smg=0.,delta_rho_r=0.; + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + int nexpo; + + a_prime_over_a = ppw->pvecback[pba->index_bg_H]*a; + + H = ppw->pvecback[pba->index_bg_H]; + Hprime = ppw->pvecback[pba->index_bg_H_prime]; + a = ppw->pvecback[pba->index_bg_a]; + rho_tot = ppw->pvecback[pba->index_bg_rho_tot_wo_smg]; + p_tot = ppw->pvecback[pba->index_bg_p_tot_wo_smg]; + + // Read in the initial values of all background params: alphas, Omx, w + + //perturbation to time variable + + dt = -1/(4.*ppw->pvecback[pba->index_bg_H])*ppw->pv->y[ppw->pv->index_pt_delta_g]; + + + rho_smg = ppw->pvecback[pba->index_bg_rho_smg]; + p_smg = ppw->pvecback[pba->index_bg_p_smg]; + + wx = p_smg/rho_smg; + Omx = rho_smg/pow(H,2); + kin = ppw->pvecback[pba->index_bg_kineticity_smg]; + bra = ppw->pvecback[pba->index_bg_braiding_smg]; + bra_p = ppw->pvecback[pba->index_bg_braiding_prime_smg]; + dbra= bra_p/(a*H) ; //Read in log(a) diff of braiding + run = ppw->pvecback[pba->index_bg_M2_running_smg]; + ten = ppw->pvecback[pba->index_bg_tensor_excess_smg]; + l1 = ppw->pvecback[pba->index_bg_lambda_1_smg]; + l2 = ppw->pvecback[pba->index_bg_lambda_2_smg]; + l3 = ppw->pvecback[pba->index_bg_lambda_3_smg]; + l4 = ppw->pvecback[pba->index_bg_lambda_4_smg]; + l5 = ppw->pvecback[pba->index_bg_lambda_5_smg]; + l6 = ppw->pvecback[pba->index_bg_lambda_6_smg]; + l7 = ppw->pvecback[pba->index_bg_lambda_7_smg]; + l8 = ppw->pvecback[pba->index_bg_lambda_8_smg]; + l2_p = ppw->pvecback[pba->index_bg_lambda_2_prime_smg]; + l8_p = ppw->pvecback[pba->index_bg_lambda_8_prime_smg]; + cs2num = ppw->pvecback[pba->index_bg_cs2num_smg]; + cs2num_p = ppw->pvecback[pba->index_bg_cs2num_prime_smg]; + Dd = ppw->pvecback[pba->index_bg_kinetic_D_smg]; + M2 = ppw->pvecback[pba->index_bg_M2_smg]; + DelM2 = ppw->pvecback[pba->index_bg_delta_M2_smg];//M2-1 + + + /* NOTE: initial conditions are computed for EFT Horndeski. Beyond horndeski and background scalar field oscillations could be added */ + + if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0) { + + /* Initial conditions for the *dynamical* scalar field in the adiabatic mode + * 1) gravitating_attr: Self-consistent Gravitating Attractor + * We allow the scalar to contribute the gravitational field during RD (can happen if Omx or alphas large at early times) + * and solve radiation-scalar system together. + * We make the assumption that wx=1/3 and OmX is constant and constant alphas. + * Parameters smaller c.f. others can change in time. + * Scalar field can give rise to mode faster than standard adiabatic, which we test for and reject. + * Note that the scalar affects the gravitational potentials here, + * so we recompute eta and the velocities of the UR matter + * + * 2) Single clock + * x_smg = delta_phi/phi_dot + * phi(t,x) = phi(tau+delta tau(x)) + * This leads to very simple expressions: + * x_smg = delta tau = delta_cdm/a_prime_over_a and x_prime_smg = 0 + * + * 3) kineticity only IC: x_smg = (k tau)^2 + * from x_smg'' = 2 (a H)^2 x_smg + * + * 4) zero IC: x_smg = 0, x_smg'= 0. Good for checking the relevance of ICs. + * + * 5) ext_field_attr: External-field Attractor + * This assumes that OmX and all the alphas are small initially, + * so we are allowed arbitrary w. The scalar does not influence + * the gravitational potentials early on (i.e. evolves in an external field), so we only need to set the + * initial condition for x_smg but not the other fields. + * Appropriate for usual MG with no contribution at early times. + */ + + if (ppt->pert_initial_conditions_smg == gravitating_attr) { + /* ICs in case of large alphas in RD, when the scalar field affects the gravitational field. + * Exact for constant alpha models. We are allowed large Omx provided w=1/3 (tracker). + * In principle, can use for general alpha/Omx, but the expressions miss contributions from w!=1/3, + * so the amplitude will be somewhat off. + * Large alphas => large fifth forces, which can backreact on gravitiational potential. + * General soluton has + + h = (k tau)^(2+dnh); x_smg = amplitude * (k tau)^2 tau^dnv + + * If run=0, there is a solution with dnh = dnv = 0, but there may be faster-growing modes, + * which will end up dominating and do not conserve curvature superhorizon. + * We have already checked for their presence at some fiducial z_ref (line ~210) and failed + * if this is the case. + * + * If we have got this far, then we let perturbations run, since any instability would + * have apeared as a rusult of evolving alphas after the z_ref test above. + * We recompute the power law in case the values of alphas have changed. + * + * If run!=0, no conservation of zeta (at best approximate) or polynomial attractor. + * For small enough run, dnh!=dnv!=0 and we can find an approximate solution. + * Note that zeta is not conserved when Planck mass evolves! + */ + + // Calculate the coefficients of polynomial for exponent of the h and x_smg evolution: + // These parts are common to the coefficients coming from both the x_smg and h equations. + + // Note: The denominators in the expressions below can be zero. We try to trap this and regulate. + // We assume that M*^2>0 and D>0 which are tested for in the background routine. + // Doing this gives wrong ICs, but it's better than segmentation faults. + + // declare additional vars for grac attr initial conditions + double A_x_smg, A_v_nu_smg, A_sigma_nu_smg, A1_eta_smg, A2_eta_smg; + double n_nosource_smg, n_fastest_smg, dnv, dnh, dn, eps_smg; + double c0, c1, c2, c3, c0hp, c1hp, c2hp, c0vp, c1vp, c2vp; + double sols[3]; + double den1,den2, ic_regulator_smg; + int complex,i; + + ic_regulator_smg = ppr->pert_ic_regulator_smg; //read in the minimum size that will get regulated + ic_regulator_smg *= fabs(kin)+fabs(bra)+fabs(ten); //scale it to be proportional to the alphas + + c3 = 1.; + + c2 = 5. + 2.*run; + + den1 = (3*bra*ten + kin*(2 + ten)); + if(ic_regulator_smg>0 && (fabs(den1)0 is expressed purely as an ODE for x_smg vs the ODE for h. + // The corrections to the above are below. + + den2 = ((-6*bra*(1 + DelM2) + pow(bra,2)*(1 + DelM2) + 8*(DelM2 + Omx))*(4*(DelM2 + Omx) - 2*(2 + DelM2 - Omx)*ten + + bra*(1 + DelM2)*(1 + ten))); + if(ic_regulator_smg>0 && (fabs(den2)0 && (fabs(den2)0 && (fabs(den2)0 && (fabs(den2)perturbations_verbose > 6) + printf("Mode k=%e: ICs: grows with tau^3+nv with approx. nv=%f, while h -- with nh=%f at a=%e. dM=%f\n",k,dnv,dnh,a,DelM2); + + // Now we can set the initial ratio of amplitudes for x_smg and h.The expression is left with dnh/dnv terms implicit. + + // The amplitude of x_smg and other field seems to be better approximated by using a weighed average + // between dnh and dnv, instead of the initial estimate. Store the dnv in dn for setting V_prime. + // Note that this is totally empirical. + + dn=dnv; + dnv=(2*dnv+3*dnh)/5.; + + den2 = (2.*(3*pow(bra,3)*(2*(2 + run)* + (3 + 2*run - 3*ten) + pow(dnv,3)*(2 + ten) + pow(dnv,2)*(16 + 7*ten + run*(3 + ten)) + + dnv*(36 + pow(run,2) + 10*ten + run*(16 + 3*ten))) + pow(bra,2)*(6*pow(dnv,3)*(run - ten) - + dnv*kin*(2 + run)*(1 + ten) + 6*pow(dnv,2)*(-4*Omx + pow(run,2) - run*(-5 + ten) - (5 + 2*Omx)*ten) + + 6*dnv*(-12 + 2*(-5 + Omx)*run + pow(run,2) + (-3 + 2*Omx)*run*ten - 2*Omx*(8 + 3*ten)) - + 4*(54 + 12*Omx + 21*pow(run,2) - 6*(9 + Omx)*ten + kin*(2 + run)*(1 + ten) - + 3*run*(-29 + 4*Omx + (6 + 4*Omx)*ten))) + 2*bra*((4 + dnv)*kin*(3*(2 + run)*(1 + ten) + + pow(dnv,2)*(2 + ten) + dnv*(8 + 3*ten + run*(3 + ten))) + 12*((-1 + 8*Omx + dnv*(-1 + 2*Omx))* + pow(run,2) + 6*Omx*(4 - 3*ten) + dnv*(4*Omx + 3*ten - 5*Omx*ten) + run*(4 + 22*Omx + 3*ten - + 12*Omx*ten + dnv*(-3 + 7*Omx + ten - 2*Omx*ten)))) + 4*(pow(dnv,3)*kin*(run - ten) + + pow(dnv,2)*kin*(-4*Omx + pow(run,2) - run*(-5 + ten) - 5*ten - 2*Omx*ten) - 8*(Omx*(kin + 12*Omx)*run + + (-3 + 6*Omx)*pow(run,2) + (3 + (-6 + kin)*Omx)*run*ten + 2*Omx*(kin + 6*Omx + kin*ten - 3*Omx*ten)) + + 2*dnv*(-12*(-1 + Omx)*Omx*(run - ten) + kin*(2*pow(run,2) - 2*(5*Omx + ten + 3*Omx*ten) - + run*(-2 + Omx + (2 + Omx)*ten)))) + pow(DelM2,2)*(-96*(2 + run)*(2 + run - ten) + + 4*(4 + dnv)*kin*(pow(dnv,2)*(run - ten) - 2*(2 + run)*(1 + ten) + dnv*(-4 + run + pow(run,2) - 3*ten - + run*ten)) + 3*pow(bra,3)*(2*(2 + run)*(3 + 2*run - 3*ten) + pow(dnv,3)*(2 + ten) + + pow(dnv,2)*(16 + 7*ten + run*(3 + ten)) + dnv*(36 + pow(run,2) + 10*ten + run*(16 + 3*ten))) + + 2*bra*(pow(dnv,3)*kin*(2 + ten) + 12*(2 + run)*(12 + kin + 7*run - 9*ten + kin*ten) + + pow(dnv,2)*kin*(16 + 7*ten + run*(3 + ten)) + dnv*(12*(2 + run)*(2 + run - ten) + + kin*(38 + 15*run + 18*ten + 7*run*ten))) + pow(bra,2)*(6*pow(dnv,2)*(-4 + pow(run,2) - + run*(-5 + ten) - 7*ten) + 6*pow(dnv,3)*(run - ten) - 4*(2 + run)*(33 + kin + 21*run - 30*ten + kin*ten) - + dnv*(kin*(2 + run)*(1 + ten) + 6*(28 - pow(run,2) + 6*ten + run*(8 + ten))))) + 2*DelM2*(-48*(dnv*(-1 + Omx)* + (run - ten) + 2*Omx*(2 + run)*(2 + run - ten)) + 4*(4 + dnv)*kin*(pow(dnv,2)*(run - ten) - (1 + Omx)*(2 + run)* + (1 + ten) + dnv*(-2*(1 + Omx) + run + pow(run,2) - (2 + Omx)*ten - run*ten)) + 3*pow(bra,3)*(2*(2 + run)* + (3 + 2*run - 3*ten) + pow(dnv,3)*(2 + ten) + pow(dnv,2)*(16 + 7*ten + run*(3 + ten)) + dnv*(36 + pow(run,2) + + 10*ten + run*(16 + 3*ten))) + pow(bra,2)*(6*pow(dnv,3)*(run - ten) - dnv*kin*(2 + run)*(1 + ten) + + 6*pow(dnv,2)*(-2*(1 + Omx) + pow(run,2) - run*(-5 + ten) - (6 + Omx)*ten) + 6*dnv*(-4*(5 + 2*Omx) + pow(run,2) - + 3*(1 + Omx)*ten + run*(-9 + Omx + (-2 + Omx)*ten)) - 4*(60 + 6*Omx + 21*pow(run,2) - 57*ten - 3*Omx*ten + + kin*(2 + run)*(1 + ten) - 3*run*(-27 + 2*Omx + 2*(4 + Omx)*ten))) + 2*bra*(pow(dnv,3)*kin*(2 + ten) + + pow(dnv,2)*kin*(16 + 7*ten + run*(3 + ten)) + 12*((3 + 4*Omx)*pow(run,2) + kin*(2 + run)*(1 + ten) - + 3*(1 + Omx)*(-4 + 3*ten) + run*(15 + 11*Omx - 3*ten - 6*Omx*ten)) + dnv*(6*(4 + 4*Omx + run + + 2*Omx*pow(run,2) + Omx*run*(7 - 2*ten) + ten - 5*Omx*ten) + kin*(38 + 18*ten + run*(15 + 7*ten))))))); + + if(ic_regulator_smg>0 && (fabs(den2)0 && (fabs(den1)0 && (fabs(den2)curvature_ini * (1. + A2_eta_smg/A1_eta_smg*ktau_two); + + if(ppt->perturbations_verbose > 8) + printf(" ampl = %e, eta A1 = %e (%e), A2 = %e (%e), ktau^2 = %e, curv = %e \n",amplitude,A1_eta_smg,1.,A2_eta_smg, + -1./12./(15.+4.*fracnu)*(5.+4.*s2_squared*fracnu - (16.*fracnu*fracnu+280.*fracnu+325)/10./(2.*fracnu+15.)*tau*om), + ktau_two, ppr->curvature_ini ); + + // Initial conditions for MG scalar assuming that we have standard adiabatic attractor + // Note thatthe derivative is set using the real dnv calculated initially. + + ppw->pv->y[ppw->pv->index_pt_x_smg] = 0.5*amplitude*ktau_two*tau*(ppr->curvature_ini)/A1_eta_smg; + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = (3+dn)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_x_smg]; + + + // Correct all shear-free species by reducing amplitude by A1_eta_smg and the velocities for dn + + ppw->pv->y[ppw->pv->index_pt_delta_g] /= A1_eta_smg; + ppw->pv->y[ppw->pv->index_pt_theta_g] /= A1_eta_smg/3*(3+dnh); + ppw->pv->y[ppw->pv->index_pt_delta_b] /= A1_eta_smg; + ppw->pv->y[ppw->pv->index_pt_theta_b] /= A1_eta_smg/3*(3+dnh); + if (pba->has_cdm == _TRUE_) + ppw->pv->y[ppw->pv->index_pt_delta_cdm] /= A1_eta_smg; + if (pba->has_dcdm == _TRUE_) + ppw->pv->y[ppw->pv->index_pt_delta_dcdm] /= A1_eta_smg; + if (pba->has_fld == _TRUE_) { + ppw->pv->y[ppw->pv->index_pt_delta_fld] /= A1_eta_smg; + ppw->pv->y[ppw->pv->index_pt_theta_fld] /= A1_eta_smg/3*(3+dnh); + } + if (pba->has_scf == _TRUE_) { + ppw->pv->y[ppw->pv->index_pt_phi_scf] /= A1_eta_smg; + ppw->pv->y[ppw->pv->index_pt_phi_prime_scf] /= A1_eta_smg/3*(3+dnh); + } + if ((pba->has_ur == _TRUE_) || (pba->has_ncdm == _TRUE_) || (pba->has_dr == _TRUE_)) { + // Species with shear have a corrected initial condition + + A_v_nu_smg = (amplitude*(-(bra*(1 + DelM2)*(4 + dnv)) + 4*(DelM2 + Omx)))/(30*(1 + DelM2) + + 5*(1 + DelM2)*dnv*(5 + dnv) - 8*fracnu*(-1 + Omx)) + (-9*(1 + DelM2)*dnh*(5 + dnh) + + 8*fracnu*(-1 + Omx) - 2*(23 + 27*DelM2 + 4*Omx))/(12.*(3 + dnh)*(30*(1 + DelM2) + + 5*(1 + DelM2)*dnh*(5 + dnh) - 8*fracnu*(-1 + Omx))); + + A_sigma_nu_smg = (amplitude*(3 + dnv)*(bra*(1 + DelM2)*(4 + dnv) - 4*(DelM2 + Omx)))/(30*(1 + DelM2) + + 5*(1 + DelM2)*dnv*(5 + dnv) - 8*fracnu*(-1 + Omx)) + ((1 + DelM2)*dnh*(5 + dnh) + + 2*(2 + 3*DelM2 + Omx))/(3.*(30*(1 + DelM2) + 5*(1 + DelM2)*dnh*(5 + dnh) - + 8*fracnu*(-1 + Omx))); + + + + delta_ur = ppw->pv->y[ppw->pv->index_pt_delta_g]; /* has already been rescaled above! */ + + theta_ur = A_v_nu_smg/A1_eta_smg* k*ktau_three* ppr->curvature_ini; + // /36./(4.*fracnu+15.) * (4.*fracnu+11.+12.*s2_squared-3.*(8.*fracnu*fracnu+50.*fracnu+275.)/20./(2.*fracnu+15.)*tau*om) * ppr->curvature_ini * s2_squared; /* velocity of ultra-relativistic neutrinos/relics, modified */ //TBC + + shear_ur = A_sigma_nu_smg/A1_eta_smg* ktau_two * ppr->curvature_ini; + // /(45.+12.*fracnu) * (3.*s2_squared-1.) * (1.+(4.*fracnu-5.)/4./(2.*fracnu+15.)*tau*om) * ppr->curvature_ini;//TBC /s2_squared; /* shear of ultra-relativistic neutrinos/relics */ //TBC:0 + + //TODO: needs to be modified? (ask ILS) + l3_ur = ktau_three/A1_eta_smg*2./7./(12.*fracnu+45.)* ppr->curvature_ini;//ILS + + if(ppt->perturbations_verbose > 8) + printf(" fracnu = %e, A_v_nu = %e (%e), A_sigma_nu = %e (%e), th_ur/th_g = %e, x_smg/vm = %e\n", fracnu, A_v_nu_smg, + -1./36./(4.*fracnu+15.) * (4.*fracnu+11.+12.*s2_squared-3.*(8.*fracnu*fracnu+50.*fracnu+275.)/20./(2.*fracnu+15.)*tau*om), + A_sigma_nu_smg, + 1./(45.+12.*fracnu) * (3.*s2_squared-1.) * (1.+(4.*fracnu-5.)/4./(2.*fracnu+15.)*tau*om), + theta_ur/ppw->pv->y[ppw->pv->index_pt_theta_g],k*k*ppw->pv->y[ppw->pv->index_pt_x_smg]/ppw->pv->y[ppw->pv->index_pt_theta_g]); + if(pba->has_dr == _TRUE_) delta_dr = delta_ur;} + // end neutrino part + if(ppt->perturbations_verbose > 5) + printf("Mode k=%e: Adiabatic mode gravitating_attr IC for early smg: ",k); + } + //end of gravitation_attr ICs + + if (ppt->pert_initial_conditions_smg == kin_only) { + ppw->pv->y[ppw->pv->index_pt_x_smg] = ktau_two * dt; + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = 2 * k * k * tau * dt; + if (ppt->perturbations_verbose > 5) + printf("Mode k=%e: Adiabatic mode kin_only IC for smg: ", k); + } + + if (ppt->pert_initial_conditions_smg == single_clock) { + // single_clock IC given with respect to photons (because there are always photons) + ppw->pv->y[ppw->pv->index_pt_x_smg] = -1 / (4. * ppw->pvecback[pba->index_bg_H]) * ppw->pv->y[ppw->pv->index_pt_delta_g]; + // Single clock IC => x^prime = 0 + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = 0.; + if (ppt->perturbations_verbose > 5) + printf("Mode k=%e: Adiabatic mode single clock IC for smg: ", k); + } + + if (ppt->pert_initial_conditions_smg == zero) { + ppw->pv->y[ppw->pv->index_pt_x_smg] = 0.; + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = 0. ; + + if(ppt->perturbations_verbose > 5) + printf("Mode k=%e: Aduabatic model zero IC for smg: ",k); + } + + if (ppt->pert_initial_conditions_smg == ext_field_attr) { + + nexpo=2; // h = C tau^2 + + calc_extfld_ampl_smg(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, + l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, + &litude); + + ppw->pv->y[ppw->pv->index_pt_x_smg] = amplitude*ktau_two*tau*(ppr->curvature_ini); + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_x_smg]; + + + if(ppt->perturbations_verbose > 5) + printf("Mode k=%e: Adiabatic mode ext_field_attr IC for smg: ",k); + + } + // End external-field attractor ICs + + x_smg = ppw->pv->y[ppw->pv->index_pt_x_smg]; + xp_smg = ppw->pv->y[ppw->pv->index_pt_x_prime_smg]; + + } + //end adiabatic mode dynamical ICs for smg + else { + // Adiabatic mode Quasi-Static initial conditions + + /* We reach here if initialisation for a mode happens in quasi-static conditions. + Before, we already have made sure that the initialisation happens early enough so that + all modes are either quasi-static or dynamical. Here we test that if they are QS, the initial + superhorizon configuration is not too different from GR. If it were, then we can't trust + that the curvature perturbation is conserved and therefore cannot connect + the amplitude at initialisation with that of primordial power spectrum. + + Roughly, the QS solution for x_smg is given by + + ((D cs^2 k^2 +M^2 a^2 )x_smg_QS = coeff1 * k^2 eta + coeff2 * delta_rad + + while the effect of this is given by the (0i) Einstein equation + + eta' = theta_rad + coeff3* x_smg + + We know that the standard solution for eta' is k^2*tau, so we will require that the QS solution + at the scale of initialisation is no more than an order 1 correction to that. If this test is failed + then quit with error. If it is passed, we don't actually change any ICs, since all matter species are standard + and the x_smg/x_smg' are assigned in perturbations_einstein + */ + + double delta_g = 0., delta_rho = 0., delta_rho_r = 0., delta_p = 0; + double rho_plus_p_theta = 0., rho_plus_p_theta_r = 0.; + double contribfromx = 0., contribfromtheta = 0., contribratio = 0.; + + // Approximate that all radiation has same delta/theta as photons and that pressure is 1/3 of radiation density + + delta_g = ppw->pv->y[ppw->pv->index_pt_delta_g]; + delta_rho = rho_r * delta_g; + delta_rho_r = delta_rho; + delta_p = delta_rho / 3.; + rho_plus_p_theta = 4. / 3. * rho_r * ppw->pv->y[ppw->pv->index_pt_theta_g]; + rho_plus_p_theta_r = rho_plus_p_theta; + + // Below QS equations are copied from perturbations_einstein: make sure any changes there are reflected + // QS-IC-change + + x_smg = (4. * cs2num * pow(k, 2) * M2 * eta + 6. * l2 * delta_rho * pow(a, 2) + + ((-2.) + bra) * 9. * bra * delta_p * pow(a, 2)) * + 1. / 4. * pow(H, -1) * pow(M2, -1) * pow(a, -1) * pow(cs2num * pow(k, 2) + (-4.) * pow(H, 2) * l8 * pow(a, 2), -1); + + g1 = cs2num * pow(k / (a * H), 2) - 4. * l8; + + g2 = (2. - bra) * (g1 + (3. * bra + kin) * bra * rho_r * pow(H, -2) * pow(M2, -1) - + bra * cs2num * pow(k / (a * H), 2) / 2.) / 2. - 3. / 4. * (3. * bra + kin) * (rho_tot + p_tot) * + pow(H, -2) * l2 * pow(M2, -1); + + g3 = -(2. * (2. - bra) * bra * rho_r - 3. * (rho_tot + p_tot) * l2) * (18. - 18. * (rho_tot + p_tot) * pow(H, -2) * pow(M2, -1) - 15. * bra - 2. * kin + 9. * (2. - bra) * (p_tot + p_smg) * pow(H, -2) - + 2. * bra * pow(k / (a * H), 2)) * pow(H, -2) * pow(M2, -1) + 2. * (2. - bra) * cs2num * (5. - bra - 3. * (rho_tot + p_tot) * pow(M2, -1) * pow(H, -2) + 9. * (p_tot + p_smg) * pow(H, -2)) * pow(k / (a * H), 2) + + 4. * (2. - bra) * (pow(k / (a * H), 2) * cs2num_p - 4. * l8_p) / (a * H); + + xp_smg = 3. / 2. * (pow(2. - bra, 2) * bra * pow(H, -2) * pow(M2, -1) * delta_rho_r + + (3. / 2. * (2. - bra) * cs2num * (p_tot + p_smg) * pow(H, -2) - pow(H, -2) * l2 * (p_tot + rho_tot) / M2 + + (2. - bra) * pow(H, -1) * cs2num_p / a / 3. + (2. - bra) * cs2num / 2. - cs2num * g3 / g1 / 12. + + 2. / 3. * (2. - bra) * bra * rho_r * pow(H, -2) / M2) * pow(k / (a * H), 2) * eta + (2. - bra) * (cs2num - l2) * pow(M2 * a, -1) * pow(H, -3) * rho_plus_p_theta / 2. + + 3. / 2. * (2. - bra) * ((2. - bra) * (-7. + 2. * run) / 4. * bra + 1. / 8. * bra * g3 / g1 - l2 - + 9. / 4. * (2. - bra) * bra * (p_tot + p_smg) * pow(H, -2) - (1. - bra) * pow(a * H, -1) * bra_p) * pow(H, -2) * pow(M2, -1) * delta_p + + ((2. - bra) * bra * rho_r * pow(H, -2) * pow(M2, -1) - g3 / g1 * l2 / 8. - (6. * rho_tot / M2 - (2. - bra - 4. * run + 2. * bra * run) * pow(H, 2)) / 4. * pow(H, -2) * l2 - + 3. / 4. * (2. / M2 - 6. + 3. * bra) * pow(H, -2) * l2 * p_tot + 9. / 4. * (2. - bra) * pow(H, -2) * l2 * p_smg + (2. - bra) / 2. * pow(H, -1) * l2_p * pow(a, -1)) * pow(M2, -1) * pow(H, -2) * delta_rho + + pow(2. - bra, 2) * bra * pow(H, -3) * pow(M2 * a, -1) * rho_plus_p_theta_r / 4.) * pow(g2, -1); + + // Now test to make sure that x_smg_QS contribution to (0i) equation is small compared with that from radiation + // If fail -> quit + + contribfromx = a * H / 2. * bra * xp_smg + (a * Hprime + pow(a_prime_over_a, 2) / 2. * bra + + 3. * a * a / (2. * M2) * 4. / 3. * rho_r) * x_smg; + contribfromtheta = 3. * a * a * rho_plus_p_theta / (2. * k * k * M2); + contribratio = fabs(contribfromx / contribfromtheta); + + class_test(ppr->pert_qs_ic_tolerance_test_smg > 0 && (contribratio > ppr->pert_qs_ic_tolerance_test_smg), + ppt->error_message, + "\n Cannot set adiabatic initial conditions for smg pertubations: quasi-static configuration with large correction of gravity required superhorizon. Loss of connection to priordial power spectrum. \n"); + + // If contribratio small enough, don't fail and start evolving perturbations. + // x_smg/x_smg' get set in perturbations_einstein_smg! + + if (ppt->perturbations_verbose > 5) { + printf("\nMode k=%e: Quasi-static ICs for smg: ", k); + } + }; + + //print the scalar's IC values, whatever the ICs + if(ppt->perturbations_verbose > 5) + printf(" x_smg = %e, x_smg'= %e \n", x_smg, xp_smg); + + *ptr_eta = eta; + *ptr_delta_ur = delta_ur; + *ptr_theta_ur = theta_ur; + *ptr_shear_ur = shear_ur; + *ptr_l3_ur = l3_ur; + *ptr_delta_dr = delta_dr; + + return _SUCCESS_; +} + + +/* Note on smg and isocurvature: + * if we have "zero" or "single_clock" ICs for SMG, then leave x_smg + and x_prime_smg at the initalisation value of 0 + and let it find a proper solution. + * grav_attr isocurvature would backreact and has NOT been implemented. + We have already failed earlier if it is asked for. + + * Only need to implement ext_field_attr. + We assume that there is no backreaction of x_smg onto the other species + and therefore the other species' isocurvature ICs do not change. + However, x_smg is determined by a particular solution of the + evolution equation with a source h scaling with a different exponent + for each isocurvature mode type + + We only take the leading-order power-law in om + since we start very deep in RD + + The calc_extfld_ampl_smg function produces the amplitude for x_smg + on the assumption that the normalisation is h = 1/2 * tau^n + We correct for this normalisation by using coeff_isocurv_smg + defining is according to the normalisation in BMT99 + adjusted for the CLASS redefinition. However, for NID and NIV, + we need to find the leading order term in h which is not + from fracb + +TODO: In principle should also test if sg is initialised as QS whether gravity is modified already, just like + we do for adiabatic modes. +TODO: Gravitating attractor isocurvature modes. + +*/ + +/** + * Cdm isocurvature initial conditions. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param tau Input: conformal time + * @param k Input: k mode + * @param fraccdm Input: cdm to radiation fraction + * @param om Input: matter to radiation fraction + * @return the error status + */ +int perturbations_isocurvature_cdm_ic_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau, + double k, + double fraccdm, + double om + ) { + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + //only set ICs for smg if have smg, we are in exernal field attractor and we are *not* quasi-static + if((ppt->pert_initial_conditions_smg==ext_field_attr) && (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) { + /* NOTE: initial conditions are computed for EFT Horndeski. Beyond horndeski and background scalar field oscillations could be added */ + + double coeff_isocurv_smg; + + int nexpo= 1; + + double a = ppw->pvecback[pba->index_bg_a]; + double H = ppw->pvecback[pba->index_bg_H]; + double rho_smg = ppw->pvecback[pba->index_bg_rho_smg]; + double p_smg = ppw->pvecback[pba->index_bg_p_smg]; + + double wx = p_smg/rho_smg; + double Omx = rho_smg/pow(H,2); + double kin = ppw->pvecback[pba->index_bg_kineticity_smg]; + double bra = ppw->pvecback[pba->index_bg_braiding_smg]; + double bra_p = ppw->pvecback[pba->index_bg_braiding_prime_smg]; + double dbra= bra_p/(a*H) ; //Read in log(a) diff of braiding + double run = ppw->pvecback[pba->index_bg_M2_running_smg]; + double ten = ppw->pvecback[pba->index_bg_tensor_excess_smg]; + double l1 = ppw->pvecback[pba->index_bg_lambda_1_smg]; + double l2 = ppw->pvecback[pba->index_bg_lambda_2_smg]; + double l3 = ppw->pvecback[pba->index_bg_lambda_3_smg]; + double l4 = ppw->pvecback[pba->index_bg_lambda_4_smg]; + double l5 = ppw->pvecback[pba->index_bg_lambda_5_smg]; + double l6 = ppw->pvecback[pba->index_bg_lambda_6_smg]; + double l7 = ppw->pvecback[pba->index_bg_lambda_7_smg]; + double l8 = ppw->pvecback[pba->index_bg_lambda_8_smg]; + double cs2num = ppw->pvecback[pba->index_bg_cs2num_smg]; + double Dd = ppw->pvecback[pba->index_bg_kinetic_D_smg]; + double M2 = ppw->pvecback[pba->index_bg_M2_smg]; + double DelM2 = ppw->pvecback[pba->index_bg_delta_M2_smg];//M2-1 + + double amplitude; + + coeff_isocurv_smg = ppr->entropy_ini*fraccdm*om; + + class_call(calc_extfld_ampl_smg(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, + l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, + &litude), + ppt->error_message,ppt->error_message); + amplitude *=2; //calc_extfld_ampl_smg assumes h normalised to 1/2 + + + ppw->pv->y[ppw->pv->index_pt_x_smg] = amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_x_smg]; + + if(ppt->perturbations_verbose > 5) + { + printf("Mode k=%e: CDI mode ext_field_attr IC for smg: ",k); + printf(" x_smg = %e, x_smg'= %e \n",ppw->pv->y[ppw->pv->index_pt_x_smg],ppw->pv->y[ppw->pv->index_pt_x_prime_smg]); + } + } + + return _SUCCESS_; +} + + +/** + * Baryon isocurvature initial conditions. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param tau Input: conformal time + * @param k Input: k mode + * @param fracb Input: baryon to radiation fraction + * @param om Input: matter to radiation fraction + * @return the error status + */ +int perturbations_isocurvature_b_ic_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau, + double k, + double fracb, + double om + ) { + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + //only set ICs for smg if have smg, we are in exernal field attractor and we are *not* quasi-static + if((ppt->pert_initial_conditions_smg==ext_field_attr)&&(qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) { + /* NOTE: initial conditions are computed for EFT Horndeski. Beyond horndeski and background scalar field oscillations could be added */ + double coeff_isocurv_smg; + + int nexpo= 1; + + double a = ppw->pvecback[pba->index_bg_a]; + double H = ppw->pvecback[pba->index_bg_H]; + double rho_smg = ppw->pvecback[pba->index_bg_rho_smg]; + double p_smg = ppw->pvecback[pba->index_bg_p_smg]; + + double wx = p_smg/rho_smg; + double Omx = rho_smg/pow(H,2); + double kin = ppw->pvecback[pba->index_bg_kineticity_smg]; + double bra = ppw->pvecback[pba->index_bg_braiding_smg]; + double bra_p = ppw->pvecback[pba->index_bg_braiding_prime_smg]; + double dbra= bra_p/(a*H) ; //Read in log(a) diff of braiding + double run = ppw->pvecback[pba->index_bg_M2_running_smg]; + double ten = ppw->pvecback[pba->index_bg_tensor_excess_smg]; + double l1 = ppw->pvecback[pba->index_bg_lambda_1_smg]; + double l2 = ppw->pvecback[pba->index_bg_lambda_2_smg]; + double l3 = ppw->pvecback[pba->index_bg_lambda_3_smg]; + double l4 = ppw->pvecback[pba->index_bg_lambda_4_smg]; + double l5 = ppw->pvecback[pba->index_bg_lambda_5_smg]; + double l6 = ppw->pvecback[pba->index_bg_lambda_6_smg]; + double l7 = ppw->pvecback[pba->index_bg_lambda_7_smg]; + double l8 = ppw->pvecback[pba->index_bg_lambda_8_smg]; + double cs2num = ppw->pvecback[pba->index_bg_cs2num_smg]; + double Dd = ppw->pvecback[pba->index_bg_kinetic_D_smg]; + double M2 = ppw->pvecback[pba->index_bg_M2_smg]; + double DelM2 = ppw->pvecback[pba->index_bg_delta_M2_smg];//M2-1 + + double amplitude; + + coeff_isocurv_smg = ppr->entropy_ini*fracb*om; + + class_call(calc_extfld_ampl_smg(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, + l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, + &litude), + ppt->error_message,ppt->error_message); + amplitude *=2; //calc_extfld_ampl_smg assumes h normalised to 1/2. + + ppw->pv->y[ppw->pv->index_pt_x_smg] = amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_x_smg]; + + + + if(ppt->perturbations_verbose > 5) + { + printf("Mode k=%e: BI mode ext_field_attr IC for smg: ",k); + printf(" x_smg = %e, x_smg'= %e \n",ppw->pv->y[ppw->pv->index_pt_x_smg],ppw->pv->y[ppw->pv->index_pt_x_prime_smg]); + } + } + + return _SUCCESS_; +} + + +/** + * Neutrino density isocurvature initial conditions. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param tau Input: conformal time + * @param k Input: k mode + * @param fracnu Input: neutrinos to radiation fraction + * @param fracg Input: photons to radiation fraction + * @param fracb Input: baryon to radiation fraction + * @param om Input: matter to radiation fraction + * @return the error status + */ +int perturbations_isocurvature_urd_ic_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau, + double k, + double fracnu, + double fracg, + double fracb, + double om + ) { + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + //only set ICs for smg if have smg, we are in exernal field attractor and we are *not* quasi-static + if((ppt->pert_initial_conditions_smg==ext_field_attr)&&(qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) { + + /* NOTE: initial conditions are computed for EFT Horndeski. Beyond horndeski and background scalar field oscillations could be added */ + double coeff_isocurv_smg; + + double a = ppw->pvecback[pba->index_bg_a]; + double H = ppw->pvecback[pba->index_bg_H]; + double rho_smg = ppw->pvecback[pba->index_bg_rho_smg]; + double p_smg = ppw->pvecback[pba->index_bg_p_smg]; + + double wx = p_smg/rho_smg; + double Omx = rho_smg/pow(H,2); + double kin = ppw->pvecback[pba->index_bg_kineticity_smg]; + double bra = ppw->pvecback[pba->index_bg_braiding_smg]; + double bra_p = ppw->pvecback[pba->index_bg_braiding_prime_smg]; + double dbra= bra_p/(a*H) ; //Read in log(a) diff of braiding + double run = ppw->pvecback[pba->index_bg_M2_running_smg]; + double ten = ppw->pvecback[pba->index_bg_tensor_excess_smg]; + double l1 = ppw->pvecback[pba->index_bg_lambda_1_smg]; + double l2 = ppw->pvecback[pba->index_bg_lambda_2_smg]; + double l3 = ppw->pvecback[pba->index_bg_lambda_3_smg]; + double l4 = ppw->pvecback[pba->index_bg_lambda_4_smg]; + double l5 = ppw->pvecback[pba->index_bg_lambda_5_smg]; + double l6 = ppw->pvecback[pba->index_bg_lambda_6_smg]; + double l7 = ppw->pvecback[pba->index_bg_lambda_7_smg]; + double l8 = ppw->pvecback[pba->index_bg_lambda_8_smg]; + double cs2num = ppw->pvecback[pba->index_bg_cs2num_smg]; + double Dd = ppw->pvecback[pba->index_bg_kinetic_D_smg]; + double M2 = ppw->pvecback[pba->index_bg_M2_smg]; + double DelM2 = ppw->pvecback[pba->index_bg_delta_M2_smg];//M2-1 + + double amplitude; + + // Dominant higher-order correction to BMT99 in the limit fracb*om*tau<<(k*tau)^2: + // h = -fracnu/(36*(15+4*fracnu)) * (k*tau)^4 + + int nexpo= 3; + + coeff_isocurv_smg = ppr->entropy_ini * fracb*fracnu/fracg/10.*k*k * om/4; + + class_call(calc_extfld_ampl_smg(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, + l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, + &litude), + ppt->error_message,ppt->error_message); + amplitude *=2; //calc_extfld_ampl_smg assumes h normalised to 1/2 + + ppw->pv->y[ppw->pv->index_pt_x_smg] = amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_x_smg]; + + nexpo=4; //next-order term (tau^4) similar in size for h as tau^3 if start late + + coeff_isocurv_smg = ppr->entropy_ini * k*k*fracnu/1152.* + (-32.*k*k/(15.+4.*fracnu)- 9.*fracb*(fracb+fracg)*om*om/fracg/fracg); + + class_call(calc_extfld_ampl_smg(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, + l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, + &litude), + ppt->error_message,ppt->error_message); + amplitude *=2; //calc_extfld_ampl_smg assumes h normalised to 1/2 + + ppw->pv->y[ppw->pv->index_pt_x_smg] += amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] += (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_x_smg]; + + + if(ppt->perturbations_verbose > 5) + { + printf("Mode k=%e: NID mode ext_field_attr IC for smg: ",k); + printf(" x_smg = %e, x_smg'= %e \n", ppw->pv->y[ppw->pv->index_pt_x_smg],ppw->pv->y[ppw->pv->index_pt_x_prime_smg]); + } + } + + return _SUCCESS_; +} + + +/** + * Neutrino velocity isocurvature initial conditions. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppw Input/Output: pointer to perturbation workspace structure + * @param tau Input: conformal time + * @param k Input: k mode + * @param fracnu Input: neutrinos to radiation fraction + * @param fracg Input: photons to radiation fraction + * @param fracb Input: baryon to radiation fraction + * @param om Input: matter to radiation fraction + * @return the error status + */ +int perturbations_isocurvature_urv_ic_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct perturbations_workspace * ppw, + double tau, + double k, + double fracnu, + double fracg, + double fracb, + double om + ) { + + int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; + + //only set ICs for smg if have smg, we are in exernal field attractor and we are *not* quasi-static + if((pba->has_smg == _TRUE_)&&(ppt->pert_initial_conditions_smg==ext_field_attr)&&(qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) { + /* NOTE: initial conditions are computed for EFT Horndeski. Beyond horndeski and background scalar field oscillations could be added */ + + double coeff_isocurv_smg; + + double a = ppw->pvecback[pba->index_bg_a]; + double H = ppw->pvecback[pba->index_bg_H]; + double rho_smg = ppw->pvecback[pba->index_bg_rho_smg]; + double p_smg = ppw->pvecback[pba->index_bg_p_smg]; + + double wx = p_smg/rho_smg; + double Omx = rho_smg/pow(H,2); + double kin = ppw->pvecback[pba->index_bg_kineticity_smg]; + double bra = ppw->pvecback[pba->index_bg_braiding_smg]; + double bra_p = ppw->pvecback[pba->index_bg_braiding_prime_smg]; + double dbra= bra_p/(a*H) ; //Read in log(a) diff of braiding + double run = ppw->pvecback[pba->index_bg_M2_running_smg]; + double ten = ppw->pvecback[pba->index_bg_tensor_excess_smg]; + double l1 = ppw->pvecback[pba->index_bg_lambda_1_smg]; + double l2 = ppw->pvecback[pba->index_bg_lambda_2_smg]; + double l3 = ppw->pvecback[pba->index_bg_lambda_3_smg]; + double l4 = ppw->pvecback[pba->index_bg_lambda_4_smg]; + double l5 = ppw->pvecback[pba->index_bg_lambda_5_smg]; + double l6 = ppw->pvecback[pba->index_bg_lambda_6_smg]; + double l7 = ppw->pvecback[pba->index_bg_lambda_7_smg]; + double l8 = ppw->pvecback[pba->index_bg_lambda_8_smg]; + double cs2num = ppw->pvecback[pba->index_bg_cs2num_smg]; + double Dd = ppw->pvecback[pba->index_bg_kinetic_D_smg]; + double M2 = ppw->pvecback[pba->index_bg_M2_smg]; + double DelM2 = ppw->pvecback[pba->index_bg_delta_M2_smg];//M2-1 + + double amplitude; + + int nexpo=2; + + coeff_isocurv_smg = ppr->entropy_ini * 9./32. *k*om*fracnu*fracb/fracg; + + class_call(calc_extfld_ampl_smg(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, + l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, + &litude), + ppt->error_message,ppt->error_message); + amplitude *=2; //calc_extfld_ampl_smg assumes h normalised to 1/2 + + ppw->pv->y[ppw->pv->index_pt_x_smg] = amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_x_smg]; + + nexpo=3; //next-order term (tau^3) similar in size for h as tau^2 if start late + + coeff_isocurv_smg = ppr->entropy_ini * fracnu * + ( -3.*om*om*k/160.*fracb*(3*fracb+5*fracg)/fracg/fracg -4*k*k*k/15./(5.+4.*fracnu) ); + + class_call(calc_extfld_ampl_smg(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, + l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, + &litude), + ppt->error_message,ppt->error_message); + amplitude *=2; //calc_extfld_ampl_smg assumes h normalised to 1/2 + + ppw->pv->y[ppw->pv->index_pt_x_smg] += amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); + ppw->pv->y[ppw->pv->index_pt_x_prime_smg] += (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_x_smg]; + + if(ppt->perturbations_verbose > 5) + { + printf("Mode k=%e: NIV mode ext_field_attr IC for smg: ",k); + printf(" x_smg = %e, x_smg'= %e \n",ppw->pv->y[ppw->pv->index_pt_x_smg],ppw->pv->y[ppw->pv->index_pt_x_prime_smg]); + } + } + + return _SUCCESS_; +} + + +/** + * Test for stability of solutions in RD before initialisation of + * perturbations: if standard solution not stable, cannot set ICs properly. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @return the error status + */ +int test_ini_grav_ic_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt + ) { + // test stability of gravitating_attr ICs + + double kin, bra, run, ten, DelM2, Omx, wx; + double c3, c2, c1,c0, den1, den2, ic_regulator_smg; + double tau_ini, z_ref; + int i; + double fastest_growth, wouldbe_adiab; + double * pvecback; + int first_index_back; + double sols[3]; + int complex; + + class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); + + z_ref = ppr->pert_ic_ini_z_ref_smg; + + class_call(background_tau_of_z(pba, z_ref,&tau_ini), + pba->error_message, + ppt->error_message); + + class_call(background_at_tau(pba, + tau_ini, + long_info, + inter_normal, + &first_index_back, + pvecback), + pba->error_message, + ppt->error_message); + + // define alphas + wx = pvecback[pba->index_bg_p_smg]/pvecback[pba->index_bg_rho_smg]; + Omx = pvecback[pba->index_bg_rho_smg]/pow(pvecback[pba->index_bg_H],2); + kin = pvecback[pba->index_bg_kineticity_smg]; + bra = pvecback[pba->index_bg_braiding_smg]; + run = pvecback[pba->index_bg_M2_running_smg]; + ten = pvecback[pba->index_bg_tensor_excess_smg]; + DelM2 = pvecback[pba->index_bg_delta_M2_smg];//M2-1 + + /* Determine the solutions + * + * h = C * tau^2+x + * + * where n is the solution of + * + * c3 x^3 + c2 x^2 + c1 x + c0 = 0 + * + * Note: if complex solutions then take the real part for the test + * These solutions are exact when run=0. If not, then they are approximate. + * These coefficients were obtain by solving the radiation+smg system + * to obtain a 5th-order ODE for h. Removing two gauge modes, leaves + * a cubic with three solutions relevant in the k->0 limit. + * Note that we approximate the ci to O(run). + */ + + // Note: The denominators in the expressions below can be zero. We try to trap this and regulate. + // We assume that M*^2>0 and D>0 which are tested for in the background routine. + // Doing this gives wrong ICs, but it's better than segmentation faults. + + ic_regulator_smg = ppr->pert_ic_regulator_smg;// read in the minimum size that will get regulated + ic_regulator_smg *= fabs(kin)+fabs(bra)+fabs(ten); // scale it relative to the alphas + + c3 = 1.; + + c2 = 5. + 2.*run; + + den1 = (3.*bra*ten + kin*(2. + ten)); + + if(ic_regulator_smg>0 &&(fabs(den1)0 &&(fabs(den2)0 && (fabs(den2)0 && (fabs(den2)perturbations_verbose > 1) { + printf("\nGravitating attractor ICs give growing modes at z=%e: \n (Approximate) polynomial",z_ref); + printf(" solutions h ~ (k_tau)^n (complex = %i) with exponents: \n",complex); + } + + fastest_growth = sols[0]; //want fastest + wouldbe_adiab = sols[0]; //want closest to zero + for (i=0; i<3; i+=1) { + if (sols[i] > fastest_growth) { + fastest_growth = sols[i]; + } + if (fabs(sols[i]) < fabs(wouldbe_adiab)) { + wouldbe_adiab = sols[i]; + } + if (ppt->perturbations_verbose > 1) { + printf(" n_%i = %f\n",i, 2+sols[i]); + } + } + if (ppt->perturbations_verbose > 1) { + printf(" fastest growing mode n = %f\n",2+fastest_growth); + printf(" mode closest to standard adiabatic solution, n=%f\n",2+wouldbe_adiab); + printf(" omx = %e, dM* = %e\n",Omx,DelM2); + } + + // Check that would-be adiabatic mode is actually the fastest mode, otherwise + // the would-be adiabatic attractor destabilises to the fastest mode, i.e. we cannot assume that the curvature was + // conserved between inflation and the beginning of hi_class and therefore there is no + // relation between the inflational amplitude A_S and the parameter we use for normalisation of curvature. + + /* We don't need this: te closest to zero mode actually conserves eta/zeta in any case + class_test_except(ppr->pert_ic_tolerance_smg>0 && (fabs(wouldbe_adiab) > ppr->pert_ic_tolerance_smg), + ppt->error_message, + free(pvecback), + "\n Cannot set initial conditions for early_smg: adiabatic mode h ~ tau^2 lost, h ~ tau^n with n = %f",2+wouldbe_adiab); + */ + + if (fabs(fastest_growth)>fabs(wouldbe_adiab)) { + class_test_except(ppr->pert_ic_tolerance_smg>0 && (fabs(fastest_growth) > ppr->pert_ic_tolerance_smg), + ppt->error_message, + free(pvecback), + "\n Cannot set initial conditions for early_smg:\n There does exist a mode where curvature is conserved n=%f, but solution destabilises to a faster-growing non-conserving mode with n=%f.",2+wouldbe_adiab,2+fastest_growth); + } + + free(pvecback); + + // If we get here, then initialise modes and evolve them! + + return _SUCCESS_; + +} + + +/** + * Test for tachyonic instability of x_smg in RD before initialisation of + * perturbations: if not stable, cannot set ICs properly. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @return the error status + */ +int test_ini_extfld_ic_smg( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt + ) { + + double kin, bra, run, ten, DelM2, Omx, wx; + double l1,l2, l3, l4,l5,l6,l7,l8, cs2num, Dd; + double B1_smg, B2_smg; + double tau_ini, z_ref; + double x_growth_smg; + double * pvecback; + int first_index_back; + + class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); + + z_ref = ppr->pert_ic_ini_z_ref_smg; + + class_call(background_tau_of_z(pba, z_ref,&tau_ini), + pba->error_message, + ppt->error_message); + + class_call(background_at_tau(pba, + tau_ini, + long_info, + inter_normal, + &first_index_back, + pvecback), + pba->error_message, + ppt->error_message); + + // look up alphas etc. at z_ref + wx = pvecback[pba->index_bg_p_smg]/pvecback[pba->index_bg_rho_smg]; + Omx = pvecback[pba->index_bg_rho_smg]/pow(pvecback[pba->index_bg_H],2); + kin = pvecback[pba->index_bg_kineticity_smg]; + bra = pvecback[pba->index_bg_braiding_smg]; + run = pvecback[pba->index_bg_M2_running_smg]; + ten = pvecback[pba->index_bg_tensor_excess_smg]; + DelM2 = pvecback[pba->index_bg_delta_M2_smg];//M2-1 + l1 = pvecback[pba->index_bg_lambda_1_smg]; + l2 = pvecback[pba->index_bg_lambda_2_smg]; + l3 = pvecback[pba->index_bg_lambda_3_smg]; + l4 = pvecback[pba->index_bg_lambda_4_smg]; + l5 = pvecback[pba->index_bg_lambda_5_smg]; + l6 = pvecback[pba->index_bg_lambda_6_smg]; + l7 = pvecback[pba->index_bg_lambda_7_smg]; + l8 = pvecback[pba->index_bg_lambda_8_smg]; + cs2num = pvecback[pba->index_bg_cs2num_smg]; + Dd = pvecback[pba->index_bg_kinetic_D_smg]; + + B1_smg = (bra/Dd)*(bra/(2.*(-2 + bra)*(kin + l1)))*((-6 + kin)*l1 + 3*l4); + B1_smg += (3*pow(bra,3))*(l1/Dd)/(2.*(-2 + bra)*(kin + l1)); + B1_smg += 2*(cs2num/Dd)*(3*bra*kin + pow(kin,2) - 3*l4)/(2.*(-2. + bra)*(kin + l1)); + B1_smg += 2*(3*l2*l4/Dd + (kin/Dd)*(l1*l2 - 8*l7) - 8*l1/Dd*l7)/(2.*(-2 + bra)*(kin + l1)); + B1_smg -= 2*(bra/Dd)*((kin*l1/(kin + l1) - 3*l1*l2/(kin + l1) + 3*l4/(kin + l1))/(2.*(-2 + bra))); + + B2_smg = 8*(1 + DelM2)*(3*l2*l6/Dd + 4*kin*l8/Dd); + B2_smg += 4*(l1/Dd)*(8*(1 + DelM2)*l8 + l2*(12 - 12*Omx + (1 + DelM2)*(-12 + kin + Omx*(3 - 9*wx)))); + B2_smg += 2*(bra/Dd)*bra*(6*(1 + DelM2)*l6 + l1*(12 - 12*Omx + (1 + DelM2)*(-30 + kin + 6*Omx*(1 - 3*wx)))); + B2_smg += 3*pow(bra,3)*(1 + DelM2)*(l1/Dd)*(6 + Omx*(-1 + 3*wx)); + B2_smg += 2*(cs2num/Dd)*(2*(1 + DelM2)*pow(kin,2) - 12*(1 + DelM2)*l6 + 3*kin*(8 - 8*Omx + (1 + DelM2)*(-8 + Omx*(2 - 6*wx) + bra*(6 + Omx*(-1 + 3*wx))))); + B2_smg -= 2*(bra/Dd)*(12*(1 + DelM2)*l6 + l1*(24 - 24*Omx + (1 + DelM2)*(2*kin - 3*(8 + 2*Omx*(-1 + 3*wx) + l2*(6 + Omx*(-1 + 3*wx)))))); + B2_smg /= (4.*(-2 + bra)*(1 + DelM2)*(kin + l1)); + + x_growth_smg = 0.5*(1.-B1_smg); + + if (1.-2.*B1_smg + B1_smg*B1_smg -4.*B2_smg >=0) { + x_growth_smg += 0.5*sqrt(1. -2.*B1_smg + B1_smg*B1_smg -4.*B2_smg); + } + + if (ppt->perturbations_verbose > 1) { + printf("\nExternal field attractor ICs at z=%e. Standard solution for grav. field, h = (k tau)^2.\n",z_ref); + if(x_growth_smg<=3) { + printf(" smg evolves on standard attractor in external field with x_smg = k^2 tau^3;\n\n"); + } + else{ + printf(" tachyonic instability in smg dominates, x_smg = k^2 tau^n with n=%f.\n",x_growth_smg); + printf(" smg is sensitive to its initial conditions at end of inflation.\n"); + } + } + + class_test_except(ppr->pert_ic_tolerance_smg>0 && (x_growth_smg > 3.+ppr->pert_ic_tolerance_smg), + ppt->error_message, + free(pvecback), + "\n Cannot set initial conditions for smg: tachyonic instability dominates superhorizon attractor.\n"); + + free(pvecback); + + // If we get here, then initialise modes and evolve them! + + return _SUCCESS_; +} + + +/** + * Calculate the amplitude of x_smg in ext_field_attr ICs, both for + * adiabatic and isocurvature. Since the scalar does not backreact, + * the different Ad and ISOcurv solutions differ only by the exponent + * in h, h = C*tau^n. The only n-dependent terms are in B3 and amplitude. + * + * @param params Input: necessary parameters to calculate the amplitude + * @param amplitude Output: amplitude of x_smg + * @return the error status + */ +int calc_extfld_ampl_smg( + int nexpo, double kin, double bra, double dbra, + double run, double ten, double DelM2, double Omx, + double wx, double l1, double l2, double l3, + double l4, double l5, double l6,double l7,double l8, + double cs2num, double Dd, double ic_regulator_smg, + double * amplitude + ) { + + /* Solutions assuming the alphas are small, i.e. x_smg does not gravitate but moves + * on an attractor provided by collapsing radiation. (w!=1/3 terms included properly here!) + // We have already tested for an RD tachyon at z=pert_ic_ini_z_ref_smg and it wasn't there. + * We can thus assume that h has the standard solution (tau^2 for adiabatic) + * and solve the x_smg e.o.m. assuming C1=C2=0. + * + * x_smg = C1 tau^n1 + C2 tau^n2 + A k^2 tau^n + * + * This requires that if the tachyon has appeared at some later time, the system will be moving into it slowly. + * + * We do not correct any other fields, since it would be inconsistent to include them + * here, but not in the calculation of the exponent. If this is importnant, use gravitating_attr ICs. + * + * + * The on-attractor solution for the scalar velocity x_smg is x_smg = amplitude * k^2 tau^n * ppr->curvature_ini + * with amplitude = -B3/(6 + 3*B1 + B2). + */ + + double B1_smg, B2_smg, B3_smg, B3num_smg, B3denom_smg; + double den1, den2, den3, den4, reg_rescaled; + + reg_rescaled = ic_regulator_smg*(fabs(bra)+fabs(kin)+fabs(l1)); //rescale the regulator to be proportional to the alphas + + den1 = (2.*(-2 + bra)*(kin + l1)); + if(reg_rescaled>0 && (fabs(den1)0 && (fabs(den2)0 && (fabs(den3)0 && (fabs(den4) arXiv:1909.01828 > For more details on the hi_class course please visit the websites -> +> > hiclass-code.net > class-code.net -> +> > Check out section "Resources" of the hi-class website for additional materials @@ -49,12 +49,12 @@ be inferred by the code using the closure equation (see the "explanatory.ini" file for details on perfect fluid options) -Omega_Lambda = 0 +Omega_Lambda = 0 Omega_fld = 0 Omega_smg = -1 -1b) For debugging purposes one can replace Omega_smg -> Omega_smg_debug +1b) For debugging purposes one can replace Omega_smg -> Omega_smg_debug (Omega_smg_debug won't be read unless Omega_smg is left unspecified). In this case the code will not attempt to adjust Omega_smg, the closure relation will not be satisfied, unless the guessed parameters are correct @@ -67,7 +67,7 @@ Omega_smg = -1 ---------------------------------- 2) hi_class can handle two types of gravity models - i) covariant theories are based on a scalar-tensor Lagrangian (see Bellini+ 1909.01828) + i) covariant theories are based on a scalar-tensor Lagrangian (see Bellini+ 1909.01828) ii) parameterized modifications of gravity are based on the EFT of DE (see Zumalacarregui+ 1605.06102) The theory of gravity is specified through "gravity_model" with parameter values in "parameters_smg". For parameterizations, one needs to specify an additional "expansion_model" with parameters "expansion_smg" (see below) @@ -83,8 +83,8 @@ Omega_smg = -1 The parameters of each covariant theory are explained in a separate "theory_name.ini" file located in the "gravity_models" directory -#gravity_model = brans dicke -#parameters_smg = 0.7, 50, 1., 0 +#gravity_model = brans dicke +#parameters_smg = 0.7, 50, 1., 1. 2b) For parameterizations the theory of gravity is described by the alpha functions at the linear level. @@ -170,7 +170,7 @@ output_background_smg = 10 3a) The absence of ghost and gradient instabilities is tested in the code for both scalars and tensors. It is possible to avoid these tests altoghether by changing -skip_stability_tests_smg = no +skip_stability_tests_smg = no 3b) If skip_stability_tests_smg is set to no, it is possible to relax the stability conditions to accept slightly negative values (moslty to avoid numerical noise around 0). @@ -200,10 +200,10 @@ a_min_stability_test_smg = 0 to avoid problems associated with having different branches and constraint violations due to numerical integration. The constraint acts as a friction term i) evolve the dynamical equation (change uses the constraint equation and will NOT work for most Lagrangian-based theories) - ii) coefficient to the constraint-damping friction term + ii) coefficient to the constraint-damping friction term -hubble_evolution = y -hubble_friction = 3. +hubble_evolution = y +hubble_friction = 3. ------------------------------------------------- @@ -220,20 +220,20 @@ hubble_friction = 3. pert_initial_conditions_smg = ext_field_attr -5b) Precision parameters used to set/test initial conditions: for certain choices of parameters models, - it may well be that a new fast growing mode appears. This would then dominate the initial evolution +5b) Precision parameters used to set/test initial conditions: for certain choices of parameters models, + it may well be that a new fast growing mode appears. This would then dominate the initial evolution and decouple the initial conditions from those given by inflation. We test to disallow such situations. i) pert_ic_ini_z_ref_smg -> redshift at which initial IC stability test performed */ ii) pert_ic_tolerance_smg -> tolerance to deviations from standard ICs h~tau^2 as evaluated at redshift pert_ic_ini_z_ref_smg (negative values override test) iii) pert_ic_regulator_smg -> minimum size of denominator in IC expressions: regulate to prevent infinities (negative values set off regulator) iv) pert_qs_ic_tolerance_test_smg -> Max contribution of QS SMG at superhorizon scales to zeta non-conservation as fraction of standard contributon from radiation - - -pert_ic_ini_z_ref_smg = 1e10 -pert_ic_tolerance_smg = 2e-2 + + +pert_ic_ini_z_ref_smg = 1e10 +pert_ic_tolerance_smg = 2e-2 pert_ic_regulator_smg = 1e-15 pert_qs_ic_tolerance_test_smg = 10 - + -------------------------------------------- ----> quasi-static approximation parameters: @@ -256,17 +256,17 @@ method_qs_smg = fully_dynamic iv) eps_s_qs_smg -> minimum relative decay of oscillating solution before switching on quasi-static approximation Note that all the conditions need to be satisfied for the quasi-static approximation to be used -z_fd_qs_smg = 10. -trigger_mass_qs_smg = 1.e3 -trigger_rad_qs_smg = 1.e3 +z_fd_qs_smg = 10. +trigger_mass_qs_smg = 1.e3 +trigger_rad_qs_smg = 1.e3 eps_s_qs_smg = 0.01 6c) Sampling to determine intervals for quasi-static approximation - i) n_min_qs_smg -> minimum number of steps used to sample quantities in the quasi-static approximation - ii) n_max_qs_smg -> maximum number of steps used to sample quantities in the quasi-static approximation - -n_min_qs_smg = 1e2 -n_max_qs_smg = 1e4 + i) n_min_qs_smg -> minimum number of steps used to sample quantities in the quasi-static approximation + ii) n_max_qs_smg -> maximum number of steps used to sample quantities in the quasi-static approximation + +n_min_qs_smg = 1e2 +n_max_qs_smg = 1e4 --------------------------- @@ -292,7 +292,7 @@ n_max_qs_smg = 1e4 start_small_k_at_tau_c_over_tau_h = 1e-4 start_large_k_at_tau_h_over_tau_k = 1e-4 -perturb_sampling_stepsize = 0.05 +perturbations_sampling_stepsize = 0.05 l_logstep = 1.045 l_linstep = 50 @@ -310,20 +310,26 @@ output = tCl,pCl,lCl,mPk 8b) file name root 'root' for all output files -root = output/test_ +root = output/test +overwrite_root = yes 8c) Do you want to write a file with the input parameters you used? Do you want to write a table of background quantitites in a file? -write parameters = yeap -write background = yeah +write_parameters = yeap +write_background = yeah k_output_values = 0.1, 0.01, 0.0001 8d) Verbose parameters input_verbose = 1 background_verbose = 1 -output_verbose = 1 thermodynamics_verbose = 1 perturbations_verbose = 1 -spectra_verbose = 1 +transfer_verbose = 1 +primordial_verbose = 1 +harmonic_verbose = 1 +fourier_verbose = 1 +lensing_verbose = 1 +distortions_verbose = 1 +output_verbose = 1 diff --git a/hyrec/Alpha_inf.dat b/hyrec/Alpha_inf.dat deleted file mode 100644 index 3fae8b09..00000000 --- a/hyrec/Alpha_inf.dat +++ /dev/null @@ -1,4000 +0,0 @@ - 6.0915545e-12 5.5735114e-11 - 5.4363309e-12 4.7677140e-11 - 4.9520194e-12 4.1925958e-11 - 4.5754201e-12 3.7588861e-11 - 4.2718516e-12 3.4186367e-11 - 4.0204787e-12 3.1436457e-11 - 3.8079302e-12 2.9161701e-11 - 3.6251808e-12 2.7244566e-11 - 3.4658896e-12 2.5603878e-11 - 3.3254542e-12 2.4181682e-11 - 3.2004429e-12 2.2935428e-11 - 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1.7496449e-13 4.4061467e-13 - 1.7164178e-13 4.3041935e-13 - 1.6846065e-13 4.2069595e-13 - 1.6541183e-13 4.1141201e-13 - 1.6248686e-13 4.0253791e-13 - 9.1151966e-13 3.1975242e-12 - 7.7885012e-13 2.6545337e-12 - 6.8359095e-13 2.2738831e-12 - 6.1148380e-13 1.9915984e-12 - 5.5477823e-13 1.7735646e-12 - 5.0887668e-13 1.5998782e-12 - 4.7086880e-13 1.4581268e-12 - 4.3881719e-13 1.3401568e-12 - 4.1137927e-13 1.2403862e-12 - 3.8759350e-13 1.1548624e-12 - 3.6675208e-13 1.0807058e-12 - 3.4832172e-13 1.0157673e-12 - 3.3189256e-13 9.5841118e-13 - 3.1714405e-13 9.0736796e-13 - 3.0382171e-13 8.6163899e-13 - 2.9172078e-13 8.2042613e-13 - 2.8067451e-13 7.8308465e-13 - 2.7054570e-13 7.4908752e-13 - 2.6122032e-13 7.1799959e-13 - 2.5260281e-13 6.8945857e-13 - 2.4461246e-13 6.6316018e-13 - 2.3718055e-13 6.3884715e-13 - 2.3024824e-13 6.1630023e-13 - 2.2376482e-13 5.9533150e-13 - 2.1768633e-13 5.7577901e-13 - 2.1197447e-13 5.5750192e-13 - 2.0659571e-13 5.4037829e-13 - 2.0152055e-13 5.2430080e-13 - 1.9672294e-13 5.0917528e-13 - 1.9217979e-13 4.9491851e-13 - 1.8787054e-13 4.8145710e-13 - 1.8377682e-13 4.6872517e-13 - 1.7988217e-13 4.5666440e-13 - 1.7617182e-13 4.4522252e-13 - 1.7263241e-13 4.3435228e-13 - 1.6925191e-13 4.2401153e-13 - 1.6601937e-13 4.1416191e-13 - 1.6292488e-13 4.0476890e-13 - 1.5995938e-13 3.9580100e-13 - 1.5711463e-13 3.8722963e-13 diff --git a/hyrec/Makefile b/hyrec/Makefile deleted file mode 100644 index 48384e6c..00000000 --- a/hyrec/Makefile +++ /dev/null @@ -1,19 +0,0 @@ -CC = gcc -AR = ar rv -CCFLAG = -O3 -LDFLAG = -O3 - -%.o: %.c - $(CC) $(CCFLAG) -c $*.c -o $*.o - -HYREC_SRC = hyrectools.o helium.o hydrogen.o history.o -HYREC_EXE = hyrec.o - -clean: - rm *.o - -hyrec: $(HYREC_SRC) $(HYREC_EXE) - $(CC) $(LDFLAG) -o hyrec $(HYREC_SRC) $(HYREC_EXE) -lm - -libhyrec.a: $(HYREC_SRC) - $(AR) $@ $(HYREC_SRC) diff --git a/hyrec/helium.c b/hyrec/helium.c deleted file mode 100644 index 1153e61f..00000000 --- a/hyrec/helium.c +++ /dev/null @@ -1,185 +0,0 @@ -/*************************************************************************************************/ -/* HYREC: Hydrogen and Helium Recombination Code */ -/* Written by Yacine Ali-Haimoud and Chris Hirata (Caltech) */ -/* */ -/* helium.c: all functions related to Hydrogen recombination */ -/* */ -/* Units used in these modules: m, s, Kelvin */ -/* */ -/* Version: January 2011 */ -/* Revision history: */ -/* - written November 2010 */ -/* - January 2011: added input variables so the value of xHeIII */ -/* and post-Saha corrections can be monitored from external routines */ -/*************************************************************************************************/ - - -#include -#include -#include - -/************************************************************************************************ -Gets xe in He II + III equilibrium -*************************************************************************************************/ - -double rec_sahaHeII(double nH0, double Tr0, double fHe, double z, double *xHeIII) { - - double Tr, nH, ainv, s; - - /* Current conditions */ - Tr = Tr0*(ainv=1+z); - nH = nH0*ainv*ainv*ainv; - - /* Obtain Saha ratio, xe*xHeIII/xHeII - * prefactor = (2*pi*m*k/h^2)^1.5 */ - - s = 2.414194e21*Tr*sqrt(Tr)*exp(-631462.7/Tr)/nH; - - *xHeIII = 2.*s*fHe/(1.+s+fHe)/(1.+sqrt(1.+4.*s*fHe/(1.+s+fHe)/(1.+s+fHe))); - - return(1. + fHe + *xHeIII); -} - -/************************************************************************************** -Gets xe in He I + II equilibrium -***************************************************************************************/ - -double rec_sahaHeI(double nH0, double Tr0, double fHe, double z) { - - double Tr, nH, ainv, s, q; - - /* Current conditions */ - Tr = Tr0*(ainv=1+z); - nH = nH0*ainv*ainv*ainv; - - /* Obtain Saha ratio, xe*xHeII/xHeI - * prefactor = (2*pi*m*k/h^2)^1.5 */ - - s = 2.414194e21*Tr*sqrt(Tr)*exp(-285325./Tr)/nH * 4.; - - q = 2.*s*fHe/(1.+s)/(1.+sqrt(1.+4.*s*fHe/(1.+s)/(1.+s))); /* q = xHeII */ - - return(1.+q); -} - -/*************************************************************************************** -Saha equilibrium for Hydrogen, needed in the evolution equation for helium -***************************************************************************************/ - -double rec_saha_xe_H(double nH0, double T0, double z) { - - double xeSaha, s, Tr, nH, ainv; - - Tr = T0 * (ainv=1.+z); /* current radiation temperature */ - nH = nH0*ainv*ainv*ainv; - - /* Obtain Saha ratio, xe^2/(1-xe) - * Constants: - * reduced mass Rydberg = 157801.37882 Kelvin (no relativistic corrections) - * prefactor = (2*pi*m*k/h^2)^1.5 */ - - s = 2.4127161187130e21*Tr*sqrt(Tr)*exp(-157801.37882/Tr)/nH; - - xeSaha = 2./(1.+sqrt(1.+4./s)); - return(xeSaha); -} - -/************************************************************************************* - He II->I recombination rate evolution equation. - Incorporates 2(1)P-->1(1)S escape, with H continuum opacity - 2(1)S-->1(1)S 2 photon decay - 2(3)P-->1(1)S Sobolev - Assumes Compton temperature equilibrium, no Thomson opacity. -**************************************************************************************/ - -double rec_helium_dxedt(double xe, double nH0, double Tr0, double fHe, double H, double z) { - double Tr, nH, ainv, s, s0; - double xHeI, xHeII, y2s, y2p, xHII; - double etacinv, g2pinc, dnuline, tau2p, pesc, tauc; - double xdown, xup, ydown, enh; - - /* Current conditions */ - Tr = Tr0*(ainv=1+z); - nH = nH0*ainv*ainv*ainv; - - /* Saha abundance ratio, and ratio for zero ionization potential */ - s0 = 2.414194e21*Tr*sqrt(Tr)/nH * 4.; - s = s0 * exp(-285325./Tr); - - /* Abundances of excited levels. y is defined as x_i = y_i * xe * xHeII */ - xHII = rec_saha_xe_H(nH0,Tr0,z); - xHeII = xe - xHII; - xHeI = fHe - xHeII; - y2s = exp(46090./Tr)/s0; - y2p = exp(39101./Tr)/s0 * 3.; - - /* Continuum opacity = H/nH^2 * T^3/2 * exp(-chi/kT) * (2 pi m_e k/h^2)^{3/2} nu/(sigma c) */ - /* coef. is 2.205e50 => log = 115.920 */ - etacinv = H/(nH*nH*xe) * Tr*sqrt(Tr) * exp(115.920-157801.37882/Tr); - - /* Incoherent width of 2(1)P incl. ->2s, 3s, 3d, 4s, 4d, 5s, 5d */ - g2pinc = 1.976e6 / (1.-exp(-6989./Tr)) - + 6.03e6 / (exp(19754./Tr)-1.) - + 1.06e8 / (exp(21539./Tr)-1.) - + 2.18e6 / (exp(28496./Tr)-1.) - + 3.37e7 / (exp(29224./Tr)-1.) - + 1.04e6 / (exp(32414./Tr)-1.) - + 1.51e7 / (exp(32781./Tr)-1.); - - - /* Optical depth, escape prob in x2p */ - tau2p = 4.277e-14 * nH/H * xHeI; - dnuline = g2pinc * tau2p / (4.*M_PI*M_PI); - tauc = dnuline/etacinv; - enh = sqrt(1.+M_PI*M_PI*tauc) + 7.74*tauc/(1.+70.*tauc); - pesc = enh / tau2p; - - - /* Effective increase in escape probability via intercombination line - * ratio of optical depth to allowed line = 1.023e-7 - * 1-e^-tau23 = absorption prob. in intercom line - * e^[(E21P-E23P)/T] - e^[-(E21P-E23P)*eta_c] = step in intercom line - * relative to N_line in 21P - * divide by tau2p to get effective increase in escape prob. - * factor of 0.964525 is phase space factor for intercom vs allowed line -- (584/591)^3 - */ - pesc = pesc + (1.-exp(-1.023e-7*tau2p))*(0.964525*exp(2947./Tr)-enh*exp(-6.14e13/etacinv))/tau2p; - - /* Net decay rate */ - ydown = 50.94*y2s + 1.7989e9*y2p*pesc; - - - /* Excitation via detailed balance */ - xdown = ydown * xHeII * xe; - xup = ydown * xHeI * s; - - /* Return recombination rate, including derivative of hydrogen Saha */ - return(xup-xdown + H*(1.+z)*(rec_saha_xe_H(nH0,Tr0,z-0.5)-rec_saha_xe_H(nH0,Tr0,z+0.5)) ); -} - -/****************************************************************************************************** -Post-Saha expansion for beginning of Helium II -> Helium I -*******************************************************************************************************/ - -double xe_PostSahaHe(double nH0, double Tr0, double fHe, double H, double z, double *Delta_xe){ - - double Tr, nH, s, xeSaha, dxeSahadt, Dxe, DxedotDxe, ainv; - - Tr = Tr0 * (ainv=1.+z); /* current radiation temperature */ - nH = nH0*ainv*ainv*ainv; - - s = 2.414194e21*Tr*sqrt(Tr)*exp(-285325./Tr)/nH * 4.; - xeSaha = rec_sahaHeI(nH0, Tr0, fHe, z); - dxeSahadt = - xeSaha*(xeSaha-1.)/(2.*xeSaha +s-1.) * (285325./Tr - 1.5) * H; /* analytic derivative of xeSaha */ - - Dxe = 0.01 * (1.+fHe-xeSaha); - DxedotDxe = (rec_helium_dxedt(xeSaha + Dxe, nH0, Tr0, fHe, H, z) - - rec_helium_dxedt(xeSaha - Dxe, nH0, Tr0, fHe, H, z))/2./Dxe; - - *Delta_xe = dxeSahadt/DxedotDxe; - - return xeSaha + *Delta_xe; - -} - -/********************************************************************************************************/ diff --git a/hyrec/helium.h b/hyrec/helium.h deleted file mode 100644 index 906fe159..00000000 --- a/hyrec/helium.h +++ /dev/null @@ -1,14 +0,0 @@ -/*************************************************************************************************/ -/* HYREC: Hydrogen and Helium Recombination Code */ -/* Written by Yacine Ali-Haimoud and Chris Hirata (Caltech) */ -/* */ -/* helium.h: all functions related to helium recombination */ -/* */ -/* Version: January 2011 (first released November 2010) */ -/*************************************************************************************************/ - -double rec_sahaHeII(double nH0, double Tr0, double fHe, double z, double *xHeIII); -double rec_sahaHeI(double nH0, double Tr0, double fHe, double z); -double rec_helium_dxedt(double xe, double nH0, double Tr0, double fHe, double H, double z); -double rec_saha_xe_H(double nH0, double T0, double z); -double xe_PostSahaHe(double nH0, double Tr0, double fHe, double H, double z, double *Delta_xe); diff --git a/hyrec/history.c b/hyrec/history.c deleted file mode 100644 index eb85692a..00000000 --- a/hyrec/history.c +++ /dev/null @@ -1,469 +0,0 @@ -/*************************************************************************************************/ -/* HYREC: Hydrogen and Helium Recombination Code */ -/* Written by Yacine Ali-Haimoud and Chris Hirata (Caltech) */ -/* */ -/* history.c: compute reionization history */ -/* */ -/* Version: January 2011 */ -/* Revision history: */ -/* - written November 2010 */ -/* - January 2011: changed various switches (notably for post-Saha expansions) */ -/* so that they remain valid for arbitrary cosmologies */ -/*************************************************************************************************/ - -#include -#include -#include -#include - -#include "hyrectools.h" -#include "helium.h" -#include "hydrogen.h" -#include "history.h" - -/************************************************************************************************* -Cosmological parameters Input/Output -*************************************************************************************************/ - -void rec_get_cosmoparam(FILE *fin, FILE *fout, REC_COSMOPARAMS *param) { - int fscanf_result; - - fscanf_result = 0; - /* Cosmology */ - if (fout!=NULL && PROMPT==1) fprintf(fout, "Enter CMB temperature today [Kelvin]: "); - fscanf_result += fscanf(fin, "%lg", &(param->T0)); - if (fout!=NULL && PROMPT==1) fprintf(fout, "Enter baryon density, omega_bh2: "); - fscanf_result += fscanf(fin, "%lg", &(param->obh2)); - if (fout!=NULL && PROMPT==1) fprintf(fout, "Enter total matter (CDM+baryons) density, omega_mh2: "); - fscanf_result += fscanf(fin, "%lg", &(param->omh2)); - if (fout!=NULL && PROMPT==1) fprintf(fout, "Enter curvature, omega_kh2: "); - fscanf_result += fscanf(fin, "%lg", &(param->okh2)); - if (fout!=NULL && PROMPT==1) fprintf(fout, "Enter dark energy density, omega_deh2: "); - fscanf_result += fscanf(fin, "%lg", &(param->odeh2)); - if (fout!=NULL && PROMPT==1) fprintf(fout, "Enter dark energy equation of state parameters, w wa: "); - fscanf_result += fscanf(fin, "%lg %lg", &(param->w0), &(param->wa)); - if (fout!=NULL && PROMPT==1) fprintf(fout, "Enter primordial helium mass fraction, Y: "); - fscanf_result += fscanf(fin, "%lg", &(param->Y)); - if (fout!=NULL && PROMPT==1) fprintf(fout, "Enter effective number of neutrino species, N_nu_eff: "); - fscanf_result += fscanf(fin, "%lg", &(param->Nnueff)); - if (fscanf_result!=9){printf("Hyrec Warning :: Failed to read cosmological parameters");} - - param->nH0 = 11.223846333047*param->obh2*(1.-param->Y); /* number density of hudrogen today in m-3 */ - param->fHe = param->Y/(1-param->Y)/3.97153; /* abundance of helium by number */ - - - /* Redshift range */ - param->zstart = 8000.; - param->zend = 0.; - param->dlna = 8.49e-5; - param->nz = (long) floor(2+log((1.+param->zstart)/(1.+param->zend))/param->dlna); - - if (fout!=NULL && PROMPT==1) fprintf(fout, "\n"); -} - -/************************************************************************************* -Hubble expansion parameter in sec^-1 -*************************************************************************************/ - -double rec_HubbleConstant(REC_COSMOPARAMS *param, double z) { - - int j; - double rho, rho_i[5], ainv; - double ogh2; - - ainv = 1.+z; /* inverse scale factor */ - - /* Matter */ - rho_i[0] = param->omh2 *ainv*ainv*ainv; - - /* Curvature */ - rho_i[1] = param->okh2 *ainv*ainv; - - /* Dark energy */ - rho_i[2] = param->odeh2 * pow(ainv, 3*(1+param->w0)) * exp(3*param->wa* (log(ainv)-1.+1./ainv)); - - /* Get radiation density. - * Coefficient based on 1 AU = 1.49597870691e11 m (JPL SSD) */ - ogh2 = 4.48162687719e-7 * param->T0 * param->T0 * param->T0 * param->T0; - rho_i[3] = ogh2 *ainv*ainv*ainv*ainv; - - /* Neutrino density -- scaled from photons assuming lower temperature */ - rho_i[4] = 0.227107317660239 * rho_i[3] * param->Nnueff; - - /* Total density, including curvature contribution */ - rho = 0.; for(j=0; j<5; j++) rho += rho_i[j]; - - /* Conversion to Hubble rate */ - return( 3.2407792896393e-18 * sqrt(rho) ); -} - -/***************************************************************************************** -Matter temperature -- 1st order steady state, from Hirata 2008 -******************************************************************************************/ - -double rec_Tmss(double xe, double Tr, double H, double fHe, double nH, double energy_rate) { - - double chi_heat; - - //chi_heat = (1.+2.*xe)/3.; // old approximation from Chen and Kamionkowski - - // coefficient as revised by Galli et al. 2013 (in fact it is a fit by Vivian Poulin of columns 1 and 2 in Table V of Galli et al. 2013) - if (xe < 1.) { - chi_heat = 0.996857*(1.-pow(1.-pow(xe,0.300134),1.51035)); - if (chi_heat > 1.) chi_heat = 1.; - } - else - chi_heat = 1.; - - return Tr/(1.+H/4.91466895548409e-22/Tr/Tr/Tr/Tr*(1.+xe+fHe)/xe) - +2./3./kBoltz*chi_heat/nH*energy_rate/(4.91466895548409e-22*pow(Tr,4)*xe); - - /* Coefficient = 8 sigma_T a_r / (3 m_e c) */ -} - -/****************************************************************************************** -Matter temperature evolution derivative -******************************************************************************************/ - -double rec_dTmdlna(double xe, double Tm, double Tr, double H, double fHe, double nH, double energy_rate) { - - double chi_heat; - - //chi_heat = (1.+2.*xe)/3.; // old approximation from Chen and Kamionkowski - - // coefficient as revised by Galli et al. 2013 (in fact it is a fit by Vivian Poulin of columns 1 and 2 in Table V of Galli et al. 2013) - if (xe < 1.) { - chi_heat = 0.996857*(1.-pow(1.-pow(xe,0.300134),1.51035)); - if (chi_heat > 1.) chi_heat = 1.; - } - else - chi_heat = 1.; - - return -2.*Tm + 4.91466895548409e-22*Tr*Tr*Tr*Tr*xe/(1.+xe+fHe)*(Tr-Tm)/H - +2./3./kBoltz*chi_heat/nH*energy_rate/(1.+xe+fHe)/H; -} - -/********************************************************************************************** -Second order integrator using derivative from previous time steps -Evolves xe only, assumes Tm is given by the steady-state solution -***********************************************************************************************/ - -void rec_get_xe_next1(REC_COSMOPARAMS *param, double z1, double xe_in, double *xe_out, - HRATEEFF *rate_table, int func_select, unsigned iz, TWO_PHOTON_PARAMS *twog_params, - double **logfminus_hist, double *logfminus_Ly_hist[], - double *z_prev, double *dxedlna_prev, double *z_prev2, double *dxedlna_prev2) { - - double dxedlna, Tr, nH, ainv, H, Tm; - - Tr = param->T0 * (ainv=1.+z1); - nH = param->nH0 * ainv*ainv*ainv; - H = rec_HubbleConstant(param, z1); - Tm = rec_Tmss(xe_in, Tr, H, param->fHe, nH*1e-6, energy_injection_rate(param,z1)); - - #if (MODEL == PEEBLES) - dxedlna = func_select==FUNC_HEI ? rec_helium_dxedt(xe_in, param->nH0, param->T0, param->fHe, H, z1)/H: - rec_HPeebles_dxedlna(xe_in, nH*1e-6, H, Tm*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1)); - #elif (MODEL == RECFAST) - dxedlna = func_select==FUNC_HEI ? rec_helium_dxedt(xe_in, param->nH0, param->T0, param->fHe, H, z1)/H: - rec_HRecFast_dxedlna(xe_in, nH*1e-6, H, Tm*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1)); - #elif (MODEL == EMLA2s2p) - dxedlna = func_select==FUNC_HEI ? rec_helium_dxedt(xe_in, param->nH0, param->T0, param->fHe, H, z1)/H: - rec_HMLA_dxedlna(xe_in, nH*1e-6, H, Tm*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1), rate_table); - #else - dxedlna = func_select==FUNC_HEI ? rec_helium_dxedt(xe_in, param->nH0, param->T0, param->fHe, H, z1)/H: - func_select==FUNC_H2G ? rec_HMLA_2photon_dxedlna(xe_in, nH*1e-6, H, Tm*kBoltz, Tr*kBoltz, rate_table, twog_params, - param->zstart, param->dlna, logfminus_hist, logfminus_Ly_hist, iz, z1, energy_injection_rate(param,z1)) - :rec_HMLA_dxedlna(xe_in, nH*1e-6, H, Tm*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1), rate_table); - #endif - - *xe_out = xe_in + param->dlna * (1.25 * dxedlna - 0.25 * (*dxedlna_prev2)); - - *z_prev2 = *z_prev; - *dxedlna_prev2 = *dxedlna_prev; - *z_prev = z1; - *dxedlna_prev = dxedlna; - -} - -/********************************************************************************************** -Second order integrator using derivative from previous time steps -Evolves xe and Tm simultaneously -***********************************************************************************************/ - -void rec_get_xe_next2(REC_COSMOPARAMS *param, double z1, double xe_in, double Tm_in, double *xe_out, double *Tm_out, - HRATEEFF *rate_table, int func_select, unsigned iz, TWO_PHOTON_PARAMS *twog_params, - double **logfminus_hist, double *logfminus_Ly_hist[], - double *z_prev, double *dxedlna_prev, double *dTmdlna_prev, - double *z_prev2, double *dxedlna_prev2, double *dTmdlna_prev2) { - - double dxedlna, dTmdlna, Tr, nH, ainv, H; - - Tr = param->T0 * (ainv=1.+z1); - nH = param->nH0 * ainv*ainv*ainv; - H = rec_HubbleConstant(param, z1); - - #if (MODEL == PEEBLES) - dxedlna = func_select==FUNC_HEI ? rec_helium_dxedt(xe_in, param->nH0, param->T0, param->fHe, H, z1)/H: - rec_HPeebles_dxedlna(xe_in, nH*1e-6, H, Tm_in*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1)); - #elif (MODEL == RECFAST) - dxedlna = func_select==FUNC_HEI ? rec_helium_dxedt(xe_in, param->nH0, param->T0, param->fHe, H, z1)/H: - rec_HRecFast_dxedlna(xe_in, nH*1e-6, H, Tm_in*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1)); - #elif (MODEL == EMLA2s2p) - dxedlna = func_select==FUNC_HEI ? rec_helium_dxedt(xe_in, param->nH0, param->T0, param->fHe, H, z1)/H: - rec_HMLA_dxedlna(xe_in, nH*1e-6, H, Tm_in*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1), rate_table); - #else - dxedlna = func_select==FUNC_HEI ? rec_helium_dxedt(xe_in, param->nH0, param->T0, param->fHe, H, z1)/H: - func_select==FUNC_H2G ? rec_HMLA_2photon_dxedlna(xe_in, nH*1e-6, H, Tm_in*kBoltz, Tr*kBoltz, rate_table, twog_params, - param->zstart, param->dlna, logfminus_hist, logfminus_Ly_hist, iz, z1, - energy_injection_rate(param,z1)): - func_select==FUNC_HMLA ? rec_HMLA_dxedlna(xe_in, nH*1e-6, H, Tm_in*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1), rate_table) - :rec_HPeebles_dxedlna(xe_in, nH*1e-6, H, Tm_in*kBoltz, Tr*kBoltz, energy_injection_rate(param,z1)); /* used for z < 20 only */ - #endif - - dTmdlna = rec_dTmdlna(xe_in, Tm_in, Tr, H, param->fHe, nH*1e-6, energy_injection_rate(param,z1)); - - *xe_out = xe_in + param->dlna * (1.25 * dxedlna - 0.25 * (*dxedlna_prev2)); - *Tm_out = Tm_in + param->dlna * (1.25 * dTmdlna - 0.25 * (*dTmdlna_prev2)); - - *z_prev2 = *z_prev; - *dxedlna_prev2 = *dxedlna_prev; - *dTmdlna_prev2 = *dTmdlna_prev; - *z_prev = z1; - *dxedlna_prev = dxedlna; - *dTmdlna_prev = dTmdlna; - - -} - -/**************************************************************************************************** -Builds a recombination history -****************************************************************************************************/ - -void rec_build_history(REC_COSMOPARAMS *param, HRATEEFF *rate_table, TWO_PHOTON_PARAMS *twog_params, - double *xe_output, double *Tm_output) { - - - long iz; - double **logfminus_hist; - double *logfminus_Ly_hist[3]; - double H, z, z_prev, dxedlna_prev, z_prev2, dxedlna_prev2, dTmdlna_prev, dTmdlna_prev2; - double Delta_xe; - - /* history of photon occupation numbers */ - logfminus_hist = create_2D_array(NVIRT, param->nz); - logfminus_Ly_hist[0] = create_1D_array(param->nz); /* Ly-alpha */ - logfminus_Ly_hist[1] = create_1D_array(param->nz); /* Ly-beta */ - logfminus_Ly_hist[2] = create_1D_array(param->nz); /* Ly-gamma */ - - - z = param->zstart; - - - /********* He II + III Saha phase *********/ - Delta_xe = 1.; /* Delta_xe = xHeIII */ - - for(iz=0; iznz && Delta_xe > 1e-9; iz++) { - z = (1.+param->zstart)*exp(-param->dlna*iz) - 1.; - xe_output[iz] = rec_sahaHeII(param->nH0,param->T0,param->fHe,z, &Delta_xe); - Tm_output[iz] = param->T0 * (1.+z); - } - - /******* He I + II post-Saha phase *********/ - Delta_xe = 0.; /* Delta_xe = xe - xe(Saha) */ - - for (; iznz && Delta_xe < 5e-4; iz++) { - z = (1.+param->zstart)*exp(-param->dlna*iz) - 1.; - xe_output[iz] = xe_PostSahaHe(param->nH0,param->T0,param->fHe, rec_HubbleConstant(param,z), z, &Delta_xe); - Tm_output[iz] = param->T0 * (1.+z); - } - - /****** Segment where we follow the helium recombination evolution, Tm fixed to steady state *******/ - - z_prev2 = (1.+param->zstart)*exp(-param->dlna*(iz-3)) - 1.; - dxedlna_prev2 = (xe_output[iz-2] - xe_output[iz-4])/2./param->dlna; - - z_prev = (1.+param->zstart)*exp(-param->dlna*(iz-2)) - 1.; - dxedlna_prev = (xe_output[iz-1] - xe_output[iz-3])/2./param->dlna; - - Delta_xe = 1.; /* Difference between xe and H-Saha value */ - - for(; iznz && (Delta_xe > 1e-4 || z > 1650.); iz++) { - - rec_get_xe_next1(param, z, xe_output[iz-1], xe_output+iz, rate_table, FUNC_HEI, iz-1, twog_params, - logfminus_hist, logfminus_Ly_hist, &z_prev, &dxedlna_prev, &z_prev2, &dxedlna_prev2); - - z = (1.+param->zstart)*exp(-param->dlna*iz) - 1.; - Tm_output[iz] = rec_Tmss(xe_output[iz], param->T0*(1.+z), rec_HubbleConstant(param, z), param->fHe, param->nH0*cube(1.+z), energy_injection_rate(param,z)); - - /* Starting to populate the photon occupation number with thermal values */ - update_fminus_Saha(logfminus_hist, logfminus_Ly_hist, xe_output[iz], param->T0*(1.+z)*kBoltz, - param->nH0*cube(1.+z)*1e-6, twog_params, param->zstart, param->dlna, iz, z, 0); - - Delta_xe = fabs(xe_output[iz]- rec_saha_xe_H(param->nH0, param->T0, z)); - } - - - /******* Hydrogen post-Saha equilibrium phase *********/ - Delta_xe = 0.; /*Difference between xe and Saha value */ - - for(; iznz && Delta_xe < 5e-5; iz++) { - z = (1.+param->zstart)*exp(-param->dlna*iz) - 1.; - H = rec_HubbleConstant(param,z); - xe_output[iz] = xe_PostSahaH(param->nH0*cube(1.+z)*1e-6, H, kBoltz*param->T0*(1.+z), rate_table, twog_params, - param->zstart, param->dlna, logfminus_hist, logfminus_Ly_hist, iz, z, &Delta_xe, MODEL, energy_injection_rate(param,z)); - Tm_output[iz] = rec_Tmss(xe_output[iz], param->T0*(1.+z), H, param->fHe, param->nH0*cube(1.+z), energy_injection_rate(param,z)); - } - - /******* Segment where we follow the hydrogen recombination evolution with two-photon processes - Tm fixed to steady state ******/ - - z_prev2 = (1.+param->zstart)*exp(-param->dlna*(iz-3)) - 1.; - dxedlna_prev2 = (xe_output[iz-2] - xe_output[iz-4])/2./param->dlna; - - z_prev = (1.+param->zstart)*exp(-param->dlna*(iz-2)) - 1.; - dxedlna_prev = (xe_output[iz-1] - xe_output[iz-3])/2./param->dlna; - - for(; iznz && 1.-Tm_output[iz-1]/param->T0/(1.+z) < 5e-4 && z > 700.; iz++) { - - rec_get_xe_next1(param, z, xe_output[iz-1], xe_output+iz, rate_table, FUNC_H2G, iz-1, twog_params, - logfminus_hist, logfminus_Ly_hist, &z_prev, &dxedlna_prev, &z_prev2, &dxedlna_prev2); - z = (1.+param->zstart)*exp(-param->dlna*iz) - 1.; - Tm_output[iz] = rec_Tmss(xe_output[iz], param->T0*(1.+z), rec_HubbleConstant(param, z), param->fHe, param->nH0*cube(1.+z)*1e-6, energy_injection_rate(param,z)); - } - - /******* Segment where we follow the hydrogen recombination evolution with two-photon processes - AND Tm evolution ******/ - - dTmdlna_prev2 = rec_dTmdlna(xe_output[iz-3], Tm_output[iz-3], param->T0*(1.+z_prev2), - rec_HubbleConstant(param, z_prev2), param->fHe, param->nH0*cube(1.+z_prev2), energy_injection_rate(param,z_prev2)); - dTmdlna_prev = rec_dTmdlna(xe_output[iz-2], Tm_output[iz-2], param->T0*(1.+z_prev), - rec_HubbleConstant(param, z_prev), param->fHe, param->nH0*cube(1.+z_prev), energy_injection_rate(param,z_prev)); - - for(; iznz && z > 700.; iz++) { - - rec_get_xe_next2(param, z, xe_output[iz-1], Tm_output[iz-1], xe_output+iz, Tm_output+iz, rate_table, FUNC_H2G, - iz-1, twog_params, logfminus_hist, logfminus_Ly_hist, &z_prev, &dxedlna_prev, &dTmdlna_prev, - &z_prev2, &dxedlna_prev2, &dTmdlna_prev2); - z = (1.+param->zstart)*exp(-param->dlna*iz) - 1.; - } - - /***** Segment where we follow Tm as well as xe *****/ - /* Radiative transfer effects switched off here */ - for(; iznz && z>20.; iz++) { - - rec_get_xe_next2(param, z, xe_output[iz-1], Tm_output[iz-1], xe_output+iz, Tm_output+iz, rate_table, FUNC_HMLA, - iz-1, twog_params, logfminus_hist, logfminus_Ly_hist, &z_prev, &dxedlna_prev, &dTmdlna_prev, - &z_prev2, &dxedlna_prev2, &dTmdlna_prev2); - z = (1.+param->zstart)*exp(-param->dlna*iz) - 1.; - } - - /*** For z < 20 use Peeble's model. The precise model does not metter much here as - 1) the free electron fraction is basically zero (~1e-4) in any case and - 2) the universe is going to be reionized around that epoch - Tm is still evolved explicitly ***/ - for(; iznz; iz++) { - - rec_get_xe_next2(param, z, xe_output[iz-1], Tm_output[iz-1], xe_output+iz, Tm_output+iz, rate_table, FUNC_PEEBLES, - iz-1, twog_params, logfminus_hist, logfminus_Ly_hist, &z_prev, &dxedlna_prev, &dTmdlna_prev, - &z_prev2, &dxedlna_prev2, &dTmdlna_prev2); - z = (1.+param->zstart)*exp(-param->dlna*iz) - 1.; - } - - /* Cleanup */ - free_2D_array(logfminus_hist, NVIRT); - free(logfminus_Ly_hist[0]); - free(logfminus_Ly_hist[1]); - free(logfminus_Ly_hist[2]); - -} - -double onthespot_injection_rate(REC_COSMOPARAMS *param, - double z) { - - double annihilation_at_z; - double rho_cdm_today; - double u_min; - double erfc; - - /*redshift-dependent annihilation parameter*/ - - if (z>param->annihilation_zmax) { - - annihilation_at_z = param->annihilation* - exp(-param->annihilation_variation*pow(log((param->annihilation_z+1.)/(param->annihilation_zmax+1.)),2)); - } - else if (z>param->annihilation_zmin) { - - annihilation_at_z = param->annihilation* - exp(param->annihilation_variation*(-pow(log((param->annihilation_z+1.)/(param->annihilation_zmax+1.)),2) - +pow(log((z+1.)/(param->annihilation_zmax+1.)),2))); - } - else { - - annihilation_at_z = param->annihilation* - exp(param->annihilation_variation*(-pow(log((param->annihilation_z+1.)/(param->annihilation_zmax+1.)),2) - +pow(log((param->annihilation_zmin+1.)/(param->annihilation_zmax+1.)),2))); - } - - rho_cdm_today = param->omh2*1.44729366e-9; /* energy density in Kg/m^3 */ - - u_min = (1+z)/(1+param->annihilation_z_halo); - - erfc = pow(1.+0.278393*u_min+0.230389*u_min*u_min+0.000972*u_min*u_min*u_min+0.078108*u_min*u_min*u_min*u_min,-4); - - return (pow(rho_cdm_today,2)/2.99792458e8/2.99792458e8*pow((1.+z),3)* - (pow((1.+z),3)*annihilation_at_z+param->annihilation_f_halo*erfc) - +rho_cdm_today*pow((1+z),3)*param->decay)/1.e6/1.60217653e-19; - /* energy density rate in eV/cm^3/s (remember that annihilation_at_z is in m^3/s/Kg and decay in s^-1) */ - /* note that the injection rate used by recfast, defined in therodynamics.c, is in J/m^3/s. Here we multiplied by 1/1.e6/1.60217653e-19 to convert to eV and cm. */ - -} - -double energy_injection_rate(REC_COSMOPARAMS *param, - double z) { - - double zp,dz; - double integrand,first_integrand; - double factor,result; - - if (param->annihilation > 0.) { - - if (param->has_on_the_spot == 0) { - - /* factor = c sigma_T n_H(0) / H(0) (dimensionless) */ - factor = 2.99792458e8 * 6.6524616e-29 * param->nH0 / (3.2407792896393e-18 * sqrt(param->omh2)); - - /* integral over z'(=zp) with step dz */ - dz=1.; - - /* first point in trapezoidal integral */ - zp = z; - first_integrand = factor*pow(1+z,8)/pow(1+zp,7.5)*exp(2./3.*factor*(pow(1+z,1.5)-pow(1+zp,1.5)))*onthespot_injection_rate(param,zp); // beware: versions before 2.4.3, there were rwrong exponents: 6 and 5.5 instead of 8 and 7.5 - result = 0.5*dz*first_integrand; - - /* other points in trapezoidal integral */ - do { - - zp += dz; - integrand = factor*pow(1+z,8)/pow(1+zp,7.5)*exp(2./3.*factor*(pow(1+z,1.5)-pow(1+zp,1.5)))*onthespot_injection_rate(param,zp); // beware: versions before 2.4.3, there were rwrong exponents: 6 and 5.5 instead of 8 and 7.5 - result += dz*integrand; - //moment += dz*integrand*(zp-z); - - } while (integrand/first_integrand > 0.02); - - /* test lines for printing energy rate rescaled by (1=z)^6 in J/m^3/s w/o approximation */ - /* fprintf(stdout,"%e %e %e\n", 1.+z, result/pow(1.+z,6)*1.602176487e-19*1.e6, onthespot_injection_rate(param,z)/pow(1.+z,6)*1.602176487e-19*1.e6); */ - - } - else { - result = onthespot_injection_rate(param,z); - } - - /* effective energy density rate in eV/cm^3/s */ - return result; - } - else { - return 0.; - } - -} diff --git a/hyrec/history.h b/hyrec/history.h deleted file mode 100644 index 4b7fff0d..00000000 --- a/hyrec/history.h +++ /dev/null @@ -1,98 +0,0 @@ -/*************************************************************************************************/ -/* HYREC: Hydrogen and Helium Recombination Code */ -/* Written by Yacine Ali-Haimoud and Chris Hirata (Caltech) */ -/* */ -/* history.h: functions for recombination history */ -/* */ -/*************************************************************************************************/ - -#define PROMPT 1 /* Set to zero to suppress initial prompts */ - -/**** Switch to choose the physical model used for hydrogen ****/ - -/* definitions*/ -#define PEEBLES 0 /* Peebles effective three-level atom */ -#define RECFAST 1 /* Effective three-level atom for hydrogen with fudge factor F = 1.14 */ -#define EMLA2s2p 2 /* Correct EMLA model, with standard decay rates from 2s and 2p only */ -#define FULL 3 /* All radiative transfer effects included. Additional switches in header file hydrogen.h */ - -/** here is the switch **/ -#define MODEL RECFAST /* default setting: FULL */ - -/***** Switches for derivative d(xe)/dt *****/ - -#define FUNC_HEI 1 -#define FUNC_H2G 2 -#define FUNC_HMLA 3 -#define FUNC_PEEBLES 4 - -/**** Cosmological parameters. - Include information on starting and ending redshit and timestep ****/ - -typedef struct { - double T0; /* CMB temperature today in K*/ - double obh2, omh2, okh2; /* cosmological parameters */ - double odeh2, w0, wa; /* dark energy parameters */ - double Y; /* primordial helium abundance */ - double Nnueff; /* effective number of neutrinos */ - - /* Secondary parameters, to avoid recalculating every time */ - double nH0; /* density of hydrogen today in m^{-3} */ - double fHe; /* Helium fraction by number */ - - double zstart, zend, dlna; /* initial and final redshift and step size in log a */ - long nz; /* total number of redshift steps */ - - /** parameters for energy injection */ - - double annihilation; /** parameter describing CDM annihilation (f / m_cdm, see e.g. 0905.0003) */ - - short has_on_the_spot; /** do we want to use the on-the-spot approximation? */ - - double decay; /** parameter descibing CDM decay (f/tau, see e.g. 1109.6322)*/ - - double annihilation_variation; /** if this parameter is non-zero, - the function F(z)=(f / - m_cdm)(z) will be a parabola in - log-log scale between zmin and - zmax, with a curvature given by - annihlation_variation (must ne - negative), and with a maximum in - zmax; it will be constant outside - this range */ - - double annihilation_z; /** if annihilation_variation is non-zero, - this is the value of z at which the - parameter annihilation is defined, i.e. - F(annihilation_z)=annihilation */ - - double annihilation_zmax; /** if annihilation_variation is non-zero, - redhsift above which annihilation rate - is maximal */ - - double annihilation_zmin; /** if annihilation_variation is non-zero, - redhsift below which annihilation rate - is constant */ - - double annihilation_f_halo; /* takes the contribution of DM annihilation in halos into account*/ - double annihilation_z_halo; /*characteristic redshift for DM annihilation in halos*/ - -} REC_COSMOPARAMS; - -void rec_get_cosmoparam(FILE *fin, FILE *fout, REC_COSMOPARAMS *param); -double rec_HubbleConstant(REC_COSMOPARAMS *param, double z); -double rec_Tmss(double xe, double Tr, double H, double fHe, double nH, double energy_rate); -double rec_dTmdlna(double xe, double Tm, double Tr, double H, double fHe , double nH, double energy_rate); -void rec_get_xe_next1(REC_COSMOPARAMS *param, double z1, double xe_in, double *xe_out, - HRATEEFF *rate_table, int func_select, unsigned iz, TWO_PHOTON_PARAMS *twog_params, - double **logfminus_hist, double *logfminus_Ly_hist[], - double *z_prev, double *dxedlna_prev, double *z_prev2, double *dxedlna_prev2); -void rec_get_xe_next2(REC_COSMOPARAMS *param, double z1, double xe_in, double Tm_in, double *xe_out, double *Tm_out, - HRATEEFF *rate_table, int func_select, unsigned iz, TWO_PHOTON_PARAMS *twog_params, - double **logfminus_hist, double *logfminus_Ly_hist[], - double *z_prev, double *dxedlna_prev, double *dTmdlna_prev, - double *z_prev2, double *dxedlna_prev2, double *dTmdlna_prev2); -void rec_build_history(REC_COSMOPARAMS *param, HRATEEFF *rate_table, TWO_PHOTON_PARAMS *twog_params, - double *xe_output, double *Tm_output); - -double energy_injection_rate(REC_COSMOPARAMS *param, double z); diff --git a/hyrec/hydrogen.c b/hyrec/hydrogen.c deleted file mode 100644 index 3170ef3a..00000000 --- a/hyrec/hydrogen.c +++ /dev/null @@ -1,834 +0,0 @@ -/*************************************************************************************************/ -/* HYREC: Hydrogen and Helium Recombination Code */ -/* Written by Yacine Ali-Haimoud and Chris Hirata (Caltech) */ -/* */ -/* hydrogen.c: all functions related to Hydrogen recombination */ -/* */ -/* Units used: cgs + eV (all temperatures in eV) */ -/* */ -/* Version: January 2011 */ -/* Revision history: */ -/* - written November 2010 */ -/* - January 2011: - changed the post-Saha expansion to use the full derivative */ -/* (including two-photon processes and diffusion) rather than Peebles'ODE */ -/* - post-Saha expansion can now pass the difference from Saha value */ -/* to external routines */ -/* - differential 2s--1s rate is now systematically normalized to */ -/* total 2s--1s rate that can be set by user in hydrogen.h */ -/*************************************************************************************************/ - -#include -#include -#include - -#include "hyrectools.h" -#include "hydrogen.h" - - -/************************************************************************************************** -Case-B recombination coefficient, fit of Pequignot et al 1991, in cm^3 s^{-1} -***************************************************************************************************/ - -double alphaB_PPB(double TM) { - double t4; - t4 = TM/kBoltz/1e4; - return 4.309e-13*pow(t4,-0.6166)/(1.+ 0.6703*pow(t4,0.5300)); -} - -/************************************************************************************************** -Peebles recombination rate -***************************************************************************************************/ - -double rec_HPeebles_dxedlna(double xe, double nH, double H, double TM, double TR, double energy_rate) { - - double RLya, alphaB, four_betaB, C; - double chi_ion_H; - - RLya = 4.662899067555897e15 * H / nH / (1.-xe); - alphaB = alphaB_PPB(TM); - four_betaB = 3.016103031869581e21 *TR*sqrt(TR) *exp(-0.25*EI/TR) *alphaB; - - C = (3.*RLya + L2s1s)/(3.*RLya + L2s1s + four_betaB); - - // chi_ion_H = (1.-xe)/3.; // old approximation from Chen and Kamionkowski - if (xe < 1.) - chi_ion_H = 0.369202*pow(1.-pow(xe,0.463929),1.70237); // coefficient as revised by Galli et al. 2013 (in fact it is a fit by Vivian Poulin of columns 1 and 4 in Table V of Galli et al. 2013) - else - chi_ion_H = 0.; - - return (-nH*xe*xe*alphaB + four_betaB*(1.-xe)*exp(-E21/TR))*C/H - +chi_ion_H/nH*energy_rate*(1./EI+(1.-C)/E21)/H; - -} - -/**************************************************************************************************** -RecFast recombination rate (Seager et al 1999, 2000): effective three-level atom -with a fudge factor F = 1.14 -****************************************************************************************************/ - -double rec_HRecFast_dxedlna(double xe, double nH, double H, double TM, double TR, double energy_rate) { - - double RLya, alphaB, four_betaB, C; - double chi_ion_H; - - RLya = 4.662899067555897e15 * H / nH / (1.-xe); - alphaB = 1.14 * alphaB_PPB(TM); - four_betaB = 3.016103031869581e21 *TR*sqrt(TR) *exp(-0.25*EI/TR) *alphaB; - - C = (3.*RLya + L2s1s)/(3.*RLya + L2s1s + four_betaB); - - //chi_ion_H = (1.-xe)/3.; // old approximation from Chen and Kamionkowski - if (xe < 1.) - chi_ion_H = 0.369202*pow(1.-pow(xe,0.463929),1.70237); // coefficient as revised by Galli et al. 2013 (in fact it is a fit by Vivian Poulin of columns 1 and 4 in Table V of Galli et al. 2013) - else - chi_ion_H = 0.; - - return (-nH*xe*xe*alphaB + four_betaB*(1.-xe)*exp(-E21/TR))*C/H - +chi_ion_H/nH*energy_rate*(1./EI+(1.-C)/E21)/H; - -} - -/********************************************************************************************** -Store tabulated temperatures and read effective MLA rates from files. -**********************************************************************************************/ - -void read_rates(HRATEEFF *rate_table){ - - FILE *fA = fopen(ALPHA_FILE, "r"); - FILE *fR = fopen(RR_FILE, "r"); - - unsigned i, j, l; - int fscanf_result; - - maketab(log(TR_MIN), log(TR_MAX), NTR, rate_table->logTR_tab); - maketab(TM_TR_MIN, TM_TR_MAX, NTM, rate_table->TM_TR_tab); - rate_table->DlogTR = rate_table->logTR_tab[1] - rate_table->logTR_tab[0]; - rate_table->DTM_TR = rate_table->TM_TR_tab[1] - rate_table->TM_TR_tab[0]; - - for (i = 0; i < NTR; i++) { - for (j = 0; j < NTM; j++) { - for (l = 0; l <= 1; l++) { - fscanf_result = fscanf(fA, "%le", &(rate_table->logAlpha_tab[l][j][i])); - if(fscanf_result != 1){printf("Hyrec Warning :: Could not read log Alpha table (Alpha_inf.dat)");} - rate_table->logAlpha_tab[l][j][i] = log(rate_table->logAlpha_tab[l][j][i]); - } - } - - fscanf_result = fscanf(fR, "%le", &(rate_table->logR2p2s_tab[i])); - if(fscanf_result != 1){printf("Hyrec Warning :: Could not read rate table (R_inf.dat)");} - rate_table->logR2p2s_tab[i] = log(rate_table->logR2p2s_tab[i]); - - } - fclose(fA); - fclose(fR); -} - -/************************************************************************************************ -Interpolation of tabulated effective rates -To be more (slightly) efficient, not using the external interpolation routine. -************************************************************************************************/ - -void interpolate_rates(double Alpha[2], double Beta[2], double *R2p2s, double TR, double TM_TR, HRATEEFF *rate_table) { - double factor; - unsigned l, k; - long iTM, iTR; - double frac1, frac2; - double logTR; - double coeff1[4], coeff2[4], temp[4]; - - logTR = log(TR); - - /* Check if TM/TR is in the range tabulated */ - if (TM_TR < TM_TR_MIN || TM_TR > TM_TR_MAX) { - fprintf(stderr, "Error: TM/TR-value is out of range in interpolate_rates.\n"); - exit(1); - } - - /* Check if log(TR) is in the range tabulated */ - if (TR < TR_MIN || TR > TR_MAX) { - fprintf(stderr,"Error: TR-value is out of range in interpolate_rates.\n"); - exit(1); - } - - /* Identify location to interpolate in TM/TR */ - iTM = (long)floor((TM_TR - TM_TR_MIN)/rate_table->DTM_TR); - if (iTM < 1) iTM = 1; - if (iTM > NTM-3) iTM = NTM-3; - frac1 = (TM_TR - TM_TR_MIN)/rate_table->DTM_TR - iTM; - coeff1[0] = frac1*(frac1-1.)*(2.-frac1)/6.; - coeff1[1] = (1.+frac1)*(1.-frac1)*(2.-frac1)/2.; - coeff1[2] = (1.+frac1)*frac1*(2.-frac1)/2.; - coeff1[3] = (1.+frac1)*frac1*(frac1-1.)/6.; - - /* Identify location to interpolate in log(TR) */ - iTR = (long)floor((logTR - log(TR_MIN))/rate_table->DlogTR); - if (iTR < 1) iTR = 1; - if (iTR > NTR-3) iTR = NTR-3; - frac2 = (logTR - log(TR_MIN))/rate_table->DlogTR - iTR; - coeff2[0] = frac2*(frac2-1.)*(2.-frac2)/6.; - coeff2[1] = (1.+frac2)*(1.-frac2)*(2.-frac2)/2.; - coeff2[2] = (1.+frac2)*frac2*(2.-frac2)/2.; - coeff2[3] = (1.+frac2)*frac2*(frac2-1.)/6.; - - - for (l = 0; l <= 1; l++) { - /* effective recombination coefficient to each level */ - for (k = 0; k < 4; k++) { - temp[k] = rate_table->logAlpha_tab[l][iTM-1+k][iTR-1]*coeff2[0] - + rate_table->logAlpha_tab[l][iTM-1+k][iTR]*coeff2[1] - + rate_table->logAlpha_tab[l][iTM-1+k][iTR+1]*coeff2[2] - + rate_table->logAlpha_tab[l][iTM-1+k][iTR+2]*coeff2[3]; - } - - Alpha[l] = exp(temp[0]*coeff1[0]+temp[1]*coeff1[1] - +temp[2]*coeff1[2]+temp[3]*coeff1[3]); - - /* Alpha evaluated at Tm = Tr, for use in detailed balance */ - Beta[l] = exp(rate_table->logAlpha_tab[l][NTM-1][iTR-1]*coeff2[0] - +rate_table->logAlpha_tab[l][NTM-1][iTR]*coeff2[1] - +rate_table->logAlpha_tab[l][NTM-1][iTR+1]*coeff2[2] - +rate_table->logAlpha_tab[l][NTM-1][iTR+2]*coeff2[3]); - } - - /* Beta obtained by detailed balance */ - /* factor = pow(2.0 * M_PI * mue *TR / hPc / hPc, 1.5)) * exp(-0.25*EI/TR) */ - factor = 3.016103031869581e21 * TR*sqrt(TR) * exp(-3.399571517984581/TR); - Beta[0] *= factor; /* 2s */ - Beta[1] *= factor/3.; /* 2p */ - - /* Effective 2p->2s rate */ - *R2p2s = exp(rate_table->logR2p2s_tab[iTR-1]*coeff2[0] - +rate_table->logR2p2s_tab[iTR]*coeff2[1] - +rate_table->logR2p2s_tab[iTR+1]*coeff2[2] - +rate_table->logR2p2s_tab[iTR+2]*coeff2[3]); - -} - -/************************************************************************************************ -Solves for the populations of the 2s and 2p states in steady-state, and returns dxe/dt. -Uses standard rate for 2s-->1s decay and Sobolev for Lyman alpha (no feedback) -Inputs: xe, nH in cm^{-3}, H in s^{-1}, TM, TR in eV. Output: dxe/dlna -************************************************************************************************/ - -double rec_HMLA_dxedlna(double xe, double nH, double Hubble, double TM, double TR, double energy_rate, HRATEEFF *rate_table){ - - double Alpha[2]; - double Beta[2]; - double R2p2s; - double matrix[2][2]; - double RHS[2]; - double det, RLya; - double x2[2]; - double x1s_db; - double C_2p; - double chi_ion_H; - - interpolate_rates(Alpha, Beta, &R2p2s, TR, TM / TR, rate_table); - - x1s_db = (1.-xe)*exp(-E21/TR); - - /******** 2s *********/ - matrix[0][0] = Beta[0] + 3.*R2p2s + L2s1s; - matrix[0][1] = -R2p2s; - RHS[0] = xe*xe*nH *Alpha[0] + L2s1s *x1s_db; - - /******** 2p *********/ - RLya = 4.662899067555897e15 *Hubble /nH/(1.-xe); /*8 PI H/(3 nH x1s lambda_Lya^3) */ - - matrix[1][1] = Beta[1] + R2p2s + RLya; - matrix[1][0] = -3.*R2p2s; - RHS[1] = xe*xe*nH *Alpha[1] + 3.*RLya *x1s_db; - - /**** invert the 2 by 2 system matrix_ij * xj = RHSi *****/ - det = matrix[0][0] * matrix[1][1] - matrix[0][1] * matrix[1][0]; - x2[0] = (matrix[1][1] * RHS[0] - matrix[0][1] * RHS[1])/det; - x2[1] = (matrix[0][0] * RHS[1] - matrix[1][0] * RHS[0])/det; - - C_2p=(RLya+R2p2s*L2s1s/matrix[0][0])/(matrix[1][1]-R2p2s*3.*R2p2s/matrix[0][0]); - - //chi_ion_H = (1.-xe)/3.; // old approximation from Chen and Kamionkowski - if (xe < 1.) - chi_ion_H = 0.369202*pow(1.-pow(xe,463929),1.70237); // coefficient as revised by Galli et al. 2013 (in fact it is a fit by Vivian Poulin of columns 1 and 4 in Table V of Galli et al. 2013) - else - chi_ion_H = 0.; - - return (x1s_db*(L2s1s + 3.*RLya) -x2[0]*L2s1s -x2[1]*RLya)/Hubble - +chi_ion_H/nH*energy_rate*(1./EI+(1.-C_2p)/E21)/Hubble; - -} - -/********************************************************************************************* -Read two-photon rates from table -**********************************************************************************************/ - -void read_twog_params(TWO_PHOTON_PARAMS *twog){ - - FILE *fA; - unsigned b; - double L2s1s_current; - int fscanf_result; - - fA = fopen(TWOG_FILE, "r"); - - for (b = 0; b < NVIRT; b++) { - fscanf_result = 0; - fscanf_result += fscanf(fA, "%le", &(twog->Eb_tab[b])); - fscanf_result += fscanf(fA, "%le", &(twog->A1s_tab[b])); - fscanf_result += fscanf(fA, "%le", &(twog->A2s_tab[b])); - fscanf_result += fscanf(fA, "%le", &(twog->A3s3d_tab[b])); - fscanf_result += fscanf(fA, "%le", &(twog->A4s4d_tab[b])); - if(fscanf_result!=5){printf("Hyrec Warning :: Could not read Two Photon table (two_photon_tables.dat)");} - } - fclose(fA); - - /* Normalize 2s--1s differential decay rate to L2s1s (can be set by user in hydrogen.h) */ - L2s1s_current = 0.; - for (b = 0; b < NSUBLYA; b++) L2s1s_current += twog->A2s_tab[b]; - for (b = 0; b < NSUBLYA; b++) twog->A2s_tab[b] *= L2s1s/L2s1s_current; - - - /* Switches for the various effects considered in Hirata (2008) and diffusion: - Effect A: correct 2s-->1s rate, with stimulated decays and absorptions of non-thermal photons - Effect B: Sub-Lyman-alpha two-photon decays - Effect C: Super-Lyman-alpha two-photon decays - Effect D: Raman scattering */ - - #if (EFFECT_A == 0) - for (b = 0; b < NSUBLYA; b++) twog->A2s_tab[b] = 0; - #endif - #if (EFFECT_B == 0) - for (b = 0; b < NSUBLYA; b++) twog->A3s3d_tab[b] = twog->A4s4d_tab[b] = 0; - #endif - #if (EFFECT_C == 0) - for (b = NSUBLYA; b < NVIRT; b++) twog->A3s3d_tab[b] = twog->A4s4d_tab[b] = 0; - #endif - #if (EFFECT_D == 0) - for (b = NSUBLYA; b < NVIRT; b++) twog->A2s_tab[b] = 0; - for (b = NSUBLYB; b < NVIRT; b++) twog->A3s3d_tab[b] = 0; - #endif - #if (DIFFUSION == 0) - for (b = 0; b < NVIRT; b++) twog->A1s_tab[b] = 0; - #endif - -} - -/****************************************************************************************************** -Square and cube, used often -******************************************************************************************************/ - -double square(double x) { - return x*x; -} - -double cube(double x) { - return x*x*x; -} - -/******************************************************************************************************** -Compute the A_{b,b+/-1} "Einstein A-"coefficients between virtual states, due to diffusion -(In the notation of the paper, A_{b,b\pm1} = R_{b,b\pm1}) -Aup[b] = A_{b, b+1} Adn[b] = A_{b, b-1} -********************************************************************************************************/ - -void populate_Diffusion(double *Aup, double *Adn, double *A2p_up, double *A2p_dn, - double TM, double Eb_tab[NVIRT], double A1s_tab[NVIRT]) { - - unsigned b; - double DE2; - - DE2 = E21*E21*2.*TM/mH; - - /****** RED WING ******/ - b = NSUBLYA - NDIFF/2; - Aup[b] = DE2 / square(Eb_tab[b+1] - Eb_tab[b]) * A1s_tab[b]; /* A{0,1}. Assume A{0,-1} = 0 */ - - for (b = NSUBLYA - NDIFF/2 + 1; b < NSUBLYA-1; b++) { - Adn[b] = exp((Eb_tab[b] - Eb_tab[b-1])/TM) * Aup[b-1]; /* Detailed balance */ - Aup[b] = (DE2 * A1s_tab[b] - square(Eb_tab[b] - Eb_tab[b-1]) * Adn[b]) - /square(Eb_tab[b+1] - Eb_tab[b]); /* Aup[b] , Adn[b] must add up to correct diffusion rate */ - } - /* Last bin below Lyman alpha */ - b = NSUBLYA - 1; - Adn[b] = exp((Eb_tab[b] - Eb_tab[b-1])/TM) * Aup[b-1]; - - Aup[b] = (DE2 * A1s_tab[b] - square(Eb_tab[b] - Eb_tab[b-1]) * Adn[b]) - /square(E21 - Eb_tab[b]); - *A2p_dn = exp((E21 - Eb_tab[b])/TM)/3.* Aup[b]; /* 2p -> NSUBLYA-1 rate obtained by detailed balance */ - - - /****** BLUE WING ******/ - b = NSUBLYA + NDIFF/2 - 1; - Adn[b] = DE2 / square(Eb_tab[b] - Eb_tab[b-1]) * A1s_tab[b]; - - for (b = NSUBLYA + NDIFF/2 - 2; b > NSUBLYA; b--) { - Aup[b] = exp((Eb_tab[b] - Eb_tab[b+1])/TM) * Adn[b+1]; - Adn[b] = (DE2 * A1s_tab[b] - square(Eb_tab[b+1] - Eb_tab[b]) * Aup[b]) - /square(Eb_tab[b] - Eb_tab[b-1]); - } - /* First bin above Lyman alpha */ - b = NSUBLYA; - Aup[b] = exp((Eb_tab[b] - Eb_tab[b+1])/TM) * Adn[b+1]; - - Adn[b] = (DE2 * A1s_tab[b] - square(Eb_tab[b+1] - Eb_tab[b]) * Aup[b]) - /square(Eb_tab[b] - E21); - *A2p_up = exp((E21 - Eb_tab[b])/TM)/3. * Adn[b]; /* 2p -> NSUBLYA rate obtained by detailed balance */ - - -} - -/********************************************************************************************************* - Populate the real-real, real-virtual, virtual-real and virtual-virtual T-matrices, - as well as the source vectors sr, sv, -WITH DIFFUSION. Tvv[0][b] is the diagonal element Tbb, Tvv[1][b] = T{b,b-1} and Tvv[2][b] = T{b,b+1} -Also, computes and stores the optical depths Delta tau_b for future use -**********************************************************************************************************/ - -void populateTS_2photon(double Trr[2][2], double *Trv[2], double *Tvr[2], double *Tvv[3], - double sr[2], double sv[NVIRT], double Dtau[NVIRT], - double xe, double TM, double TR, double nH, double H, HRATEEFF *rate_table, - TWO_PHOTON_PARAMS *twog, double fplus[NVIRT], double fplus_Ly[], - double Alpha[2], double Beta[2], double z) { - - double R2p2s; - unsigned b; - double RLya, Gammab, Pib, dbfact; - - double *Aup, *Adn; - double A2p_up, A2p_dn; - - Aup = create_1D_array(NVIRT); - Adn = create_1D_array(NVIRT); - - RLya = 4.662899067555897e15 *H /nH/(1.-xe); /*8 PI H/(3 nH x1s lambda_Lya^3) */ - - interpolate_rates(Alpha, Beta, &R2p2s, TR, TM / TR, rate_table); - - /****** 2s row and column ******/ - - Trr[0][0] = Beta[0] + 3.*R2p2s - + 3.* RLya * (1.664786871919931 *exp(-E32/TR) /* Ly-beta escape */ - + 1.953125 *exp(-E42/TR)); /* Ly-gamma escape */ - - Trr[0][1] = -R2p2s; - sr[0] = nH * Alpha[0] * xe*xe - + 3.* RLya * (1.-xe) * (1.664786871919931 *fplus_Ly[1] - + 1.953125 *exp(-E41/TR)); - - #if (EFFECT_A == 0) - /* Standard treatment of 2s-->1s two-photon decays */ - Trr[0][0] += L2s1s; - sr[0] += L2s1s * (1.-xe) * exp(-E21/TR); - #endif - - - /****** 2p row and column ******/ - - Trr[1][1] = Beta[1] + R2p2s + RLya; - Trr[1][0] = -3.*R2p2s; - sr[1] = nH * Alpha[1] * xe*xe + 3.*RLya * (1.-xe) * fplus_Ly[0]; - - - /***** Two-photon transitions: populating Trv, Tvr and updating Trr ******/ - - for (b = 0; b < NVIRT; b++) { - dbfact = exp((twog->Eb_tab[b] - E21)/TR); - - Trr[0][0] -= Tvr[0][b] = -twog->A2s_tab[b]/fabs(exp((twog->Eb_tab[b] - E21)/TR)-1.); - Trv[0][b] = Tvr[0][b] *dbfact; - - Trr[1][1] -= Tvr[1][b] = -exp(-E32/TR)/3. * twog->A3s3d_tab[b]/fabs(exp((twog->Eb_tab[b] - E31)/TR)-1.) - -exp(-E42/TR)/3. * twog->A4s4d_tab[b]/fabs(exp((twog->Eb_tab[b] - E41)/TR)-1.); - Trv[1][b] = Tvr[1][b] *3.*dbfact; - } - - /****** Tvv and sv. Accounting for DIFFUSION ******/ - - populate_Diffusion(Aup, Adn, &A2p_up, &A2p_dn, TM, twog->Eb_tab, twog->A1s_tab); - - /* Updating Tvr, Trv, Trr for diffusion between line center ("2p state") and two neighboring bins */ - - Trr[1][1] += (A2p_dn + A2p_up); - - for (b = 0; b < NVIRT; b++) { - - Gammab = -(Trv[0][b] + Trv[1][b]) + Aup[b] + Adn[b]; /* Inverse lifetime of virtual state b */ - - /*** Diffusion region ***/ - if ( (b >= NSUBLYA - NDIFF/2 && b < NSUBLYA - 1) - ||(b > NSUBLYA && b < NSUBLYA + NDIFF/2)) { - Tvv[1][b] = -Aup[b-1]; - Tvv[2][b] = -Adn[b+1]; - } - /* Bins neighboring Lyman alpha. */ - if (b == NSUBLYA-1) { - Tvv[1][b] = -Aup[b-1]; - Tvv[2][b] = 0.; - Tvr[1][b] -= A2p_dn; - Trv[1][b] -= Aup[b]; - } - if (b == NSUBLYA) { - Tvv[1][b] = 0.; - Tvv[2][b] = -Adn[b+1]; - Tvr[1][b] -= A2p_up; - Trv[1][b] -= Adn[b]; - } - /*********************/ - - Dtau[b] = Gammab * (1.-xe) * cube(hPc/twog->Eb_tab[b]) * nH /8. /M_PI /H; - - if (Dtau[b] > 1e-30) { - Pib = (1.-exp(-Dtau[b]))/Dtau[b]; - Tvv[0][b] = Gammab/(1.-Pib); - sv[b] = Tvv[0][b] * (1.-xe) * fplus[b] * Pib; - } - else { /* Nearly vanishing optical depth: free streaming */ - Tvv[0][b] = 1.; - Trv[0][b] = Trv[1][b] = Tvr[0][b] = Tvr[1][b] = 0; - sv[b] = (1.-xe) * fplus[b]; - } - } - - free(Aup); - free(Adn); -} - -/********************************************************************* -Solves the linear system T*X = B, where T is a DIAGONALLY DOMINANT -tridiagonal matrix, and X and B are both one-column vectors of N elements. -diag[i] = T_{ii}, updiag[i] = T_{i,i+1}, dndiag[i] = T_{i,i-1} -IMPORTANT: This is NOT THE MOST GENERAL ALGORITHM. Only adapted for the -case we will consider, i.e. |T_{ii}| > |T_{i,i+1}| + |T_{i,i-1}|. -**********************************************************************/ - -void solveTXeqB(double *diag, double *updiag, double *dndiag, - double *X, double *B, unsigned N){ - int i; - double denom; - double *alpha = create_1D_array(N); - double *gamma = create_1D_array(N); /* X[i] = gamma[i] - alpha[i] * X[i+1] */ - - alpha[0] = updiag[0] / diag[0]; - gamma[0] = B[0] / diag[0]; - - for (i = 1; i < N; i++) { - denom = diag[i] - dndiag[i] * alpha[i-1]; - alpha[i] = updiag[i] / denom; - gamma[i] = (B[i] - dndiag[i] * gamma[i-1]) / denom; - } - - X[N-1] = gamma[N-1]; - for (i = N-2; i >= 0; i--) X[i] = gamma[i] - alpha[i] * X[i+1]; - - free(alpha); - free(gamma); -} - -/************************************************************************************************************** -Solves for the populations of the real (2s, 2p) and virtual states -***************************************************************************************************************/ - -void solve_real_virt(double xr[2], double xv[NVIRT], double Trr[2][2], double *Trv[2], double *Tvr[2], - double *Tvv[3], double sr[2], double sv[NVIRT]){ - - double *Tvv_inv_Tvr[2]; - double *Tvv_inv_sv; - double Trr_new[2][2]; - double sr_new[2]; - unsigned i, j, b; - double det; - - unsigned NSUBDIFF; - NSUBDIFF = NSUBLYA - NDIFF/2; /* lowest bin of the diffusion region */ - - /** Allocate memory **/ - for (i = 0; i < 2; i++) Tvv_inv_Tvr[i] = create_1D_array(NVIRT); - Tvv_inv_sv = create_1D_array(NVIRT); - - - /*** Computing Tvv^{-1}.Tvr ***/ - - for (i = 0; i < 2; i++) { - for (b = 0; b < NSUBDIFF; b++) Tvv_inv_Tvr[i][b] = Tvr[i][b]/Tvv[0][b]; - for (b = NSUBLYA + NDIFF/2; b < NVIRT; b++) Tvv_inv_Tvr[i][b] = Tvr[i][b]/Tvv[0][b]; - solveTXeqB(Tvv[0]+NSUBDIFF, Tvv[2]+NSUBDIFF, Tvv[1]+NSUBDIFF, Tvv_inv_Tvr[i]+NSUBDIFF, Tvr[i]+NSUBDIFF, NDIFF); - } - - /*** Trr_new = Trr - Trv.Tvv^{-1}.Tvr ***/ - for (i = 0; i < 2; i++) for (j = 0; j < 2; j++) { - Trr_new[i][j] = Trr[i][j]; - for (b = 0; b < NVIRT; b++) Trr_new[i][j] -= Trv[i][b]*Tvv_inv_Tvr[j][b]; - } - - /*** Computing Tvv^{-1}.sv ***/ - for (b = 0; b < NSUBDIFF; b++) Tvv_inv_sv[b] = sv[b]/Tvv[0][b]; - for (b = NSUBLYA + NDIFF/2; b < NVIRT; b++) Tvv_inv_sv[b] = sv[b]/Tvv[0][b]; - solveTXeqB(Tvv[0]+NSUBDIFF, Tvv[2]+NSUBDIFF, Tvv[1]+NSUBDIFF, Tvv_inv_sv+NSUBDIFF, sv+NSUBDIFF, NDIFF); - - /*** sr_new = sr - Trv.Tvv^{-1}sv ***/ - for (i = 0; i < 2; i++) { - sr_new[i] = sr[i]; - for (b = 0; b < NVIRT; b++) sr_new[i] -= Trv[i][b]*Tvv_inv_sv[b]; - } - - /*** Solve 2 by 2 system Trr_new.xr = sr_new ***/ - det = Trr_new[0][0] * Trr_new[1][1] - Trr_new[0][1] * Trr_new[1][0]; - xr[0] = (Trr_new[1][1] * sr_new[0] - Trr_new[0][1] * sr_new[1])/det; - xr[1] = (Trr_new[0][0] * sr_new[1] - Trr_new[1][0] * sr_new[0])/det; - - /*** xv = Tvv^{-1}(sv - Tvr.xr) ***/ - for (b = 0; b < NVIRT; b++) xv[b] = Tvv_inv_sv[b] - Tvv_inv_Tvr[0][b]*xr[0] - Tvv_inv_Tvr[1][b]*xr[1]; - - - /** Free memory **/ - for (i = 0; i < 2; i++) free(Tvv_inv_Tvr[i]); - free(Tvv_inv_sv); - - -} - -/************************************************************************************************************* -Obtain fplus at each bin, given the history of fminus (simple free-streaming). iz is the current time step. -fminus[0..iz-1] is known. -Assume the Lyman lines are optically thick -logfminus_hist is a NVIRT by nz array of previous log(f(nu_b - epsilon)(z)) -logfminus_Ly_hist is a 3 by nz array of previous log(f(nu - epsilon)) redward of Ly alpha, beta and gamma lines -*************************************************************************************************************/ - -void fplus_from_fminus(double fplus[NVIRT], double fplus_Ly[], double **logfminus_hist, double *logfminus_Ly_hist[], - double TR, double zstart, double dlna, unsigned iz, double z, double Eb_tab[NVIRT]) -{ - unsigned b; - double ainv, lna_start, zp1; - - zp1 = 1.+z; - lna_start = -log(1.+zstart); - - /*** Bins below Lyman alpha ***/ - for (b = 0; b < NSUBLYA-1; b++) { - ainv = zp1*Eb_tab[b+1]/Eb_tab[b]; - fplus[b] = exp(rec_interp1d(lna_start, dlna, logfminus_hist[b+1], iz, -log(ainv))); - } - - /*** highest bin below Ly-alpha: feedback from optically thick Ly-alpha ***/ - b = NSUBLYA-1; - ainv = zp1*E21/Eb_tab[b]; - fplus[b] = exp(rec_interp1d(lna_start, dlna, logfminus_Ly_hist[0], iz, -log(ainv))); - - /*** incoming photon occupation number at Lyman alpha ***/ - b = NSUBLYA; /* next highest bin */ - ainv = zp1*Eb_tab[b]/E21; - fplus_Ly[0] = exp(rec_interp1d(lna_start, dlna, logfminus_hist[b], iz, -log(ainv))); - - /*** Bins between Lyman alpha and beta ***/ - for (b = NSUBLYA; b < NSUBLYB-1; b++) { - ainv = zp1*Eb_tab[b+1]/Eb_tab[b]; - fplus[b] = exp(rec_interp1d(lna_start, dlna, logfminus_hist[b+1], iz, -log(ainv))); - } - - /*** highest bin below Ly-beta: feedback from Ly-beta ***/ - b = NSUBLYB-1; - ainv = zp1*E31/Eb_tab[b]; - fplus[b] = exp(rec_interp1d(lna_start, dlna, logfminus_Ly_hist[1], iz, -log(ainv))); - - /*** incoming photon occupation number at Lyman beta ***/ - b = NSUBLYB; /* next highest bin */ - ainv = zp1*Eb_tab[b]/E31; - fplus_Ly[1] = exp(rec_interp1d(lna_start, dlna, logfminus_hist[b], iz, -log(ainv))); - - - /*** Bins between Lyman beta and gamma ***/ - for (b = NSUBLYB; b < NVIRT-1; b++) { - ainv = zp1*Eb_tab[b+1]/Eb_tab[b]; - fplus[b] = exp(rec_interp1d(lna_start, dlna, logfminus_hist[b+1], iz, -log(ainv))); - } - - /*** highest energy bin: feedback from Ly-gamma ***/ - b = NVIRT-1; - ainv = zp1*E41/Eb_tab[b]; - fplus[b] = exp(rec_interp1d(lna_start, dlna, logfminus_Ly_hist[2], iz, -log(ainv))); - -} - -/****************************************************************************************************************** -d(x_e)/dt when including two-photon processes -This is independent of whether diffusion is present or not. -fminus[0..iz-1] is known. Update fminus[iz] -******************************************************************************************************************/ - -double rec_HMLA_2photon_dxedlna(double xe, double nH, double H, double TM, double TR, - HRATEEFF *rate_table, TWO_PHOTON_PARAMS *twog, - double zstart, double dlna, double **logfminus_hist, double *logfminus_Ly_hist[], - unsigned iz, double z, double energy_rate){ - - double xr[2]; - double xv[NVIRT]; - double xedot, Pib, feq; - double fplus[NVIRT], fplus_Ly[3]; - unsigned b, i; - - double Trr[2][2]; - double matrix[2][2]; - double *Trv[2]; - double *Tvr[2]; - double *Tvv[3]; - double sr[2]; - double sv[NVIRT]; - double Dtau[NVIRT]; - double Alpha[2], Beta[2]; - - double RLya; - double R2p2s; - double C_2p; - - double chi_ion_H; - - for (i = 0; i < 2; i++) Trv[i] = create_1D_array(NVIRT); - for (i = 0; i < 2; i++) Tvr[i] = create_1D_array(NVIRT); - for (i = 0; i < 3; i++) Tvv[i] = create_1D_array(NVIRT); - - /* Redshift photon occupation number from previous times and higher energy bins */ - fplus_from_fminus(fplus, fplus_Ly, logfminus_hist, logfminus_Ly_hist, TR, - zstart, dlna, iz, z, twog->Eb_tab); - - /* Compute real-real, real-virtual and virtual-virtual transition rates */ - populateTS_2photon(Trr, Trv, Tvr, Tvv, sr, sv, Dtau, xe, TM, TR, nH, H, rate_table, - twog, fplus, fplus_Ly, Alpha, Beta, z); - - /* Solve for the population of the real and virtual states */ - solve_real_virt(xr, xv, Trr, Trv, Tvr, Tvv, sr, sv); - - - /*************************************************************/ - - /* Dark matter annihilation*/ - RLya = 4.662899067555897e15 *H /nH/(1.-xe); /*8 PI H/(3 nH x1s lambda_Lya^3) */ - - interpolate_rates(Alpha, Beta, &R2p2s, TR, TM / TR, rate_table); - - matrix[0][0] = Beta[0] + 3.*R2p2s + L2s1s; - matrix[1][1] = Beta[1] + R2p2s + RLya; - - C_2p=(RLya+R2p2s*L2s1s/matrix[0][0])/(matrix[1][1]-R2p2s*3.*R2p2s/matrix[0][0]); - - - /*************************************************************/ - - //chi_ion_H = (1.-xe)/3.; // old approximation from Chen and Kamionkowski - if (xe < 1.) - chi_ion_H = 0.369202*pow(1.-pow(xe,0.463929),1.70237); // coefficient as revised by Galli et al. 2013 (in fact it is a fit by Vivian Poulin of columns 1 and 4 in Table V of Galli et al. 2013) - else - chi_ion_H = 0.; - - /* Obtain xe_dot */ - xedot = -nH*xe*xe*(Alpha[0]+Alpha[1]) + xr[0]*Beta[0] + xr[1]*Beta[1] - +chi_ion_H/nH*energy_rate*(1./EI+(1.-C_2p)/E21); - - - /* Update fminuses */ - - for (b = 0; b < NVIRT; b++) { - if (Dtau[b] != 0) { - Pib = (1.-exp(-Dtau[b]))/Dtau[b]; - feq = -xr[0]*Tvr[0][b] - xr[1]*Tvr[1][b]; - feq -= (b == 0 ? xv[1]*Tvv[2][0]: - b == NVIRT-1 ? xv[NVIRT-2]*Tvv[1][NVIRT-1]: - xv[b+1]*Tvv[2][b] + xv[b-1]*Tvv[1][b]); - feq /= (1.-xe)*(1.-Pib)*Tvv[0][b]; - - logfminus_hist[b][iz] = log(fplus[b] + (feq - fplus[b])*(1.-exp(-Dtau[b]))); - } - else logfminus_hist[b][iz] = log(fplus[b]); - } - - /* log(xnp/(3 x1s)) , n = 2, 3, 4, assuming 3p and 4p in Boltzmann eq. with 2s */ - logfminus_Ly_hist[0][iz] = log(xr[1]/3./(1.-xe)); - logfminus_Ly_hist[1][iz] = log(xr[0]/(1.-xe)) - E32/TR; - logfminus_Ly_hist[2][iz] = log(xr[0]/(1.-xe)) - E42/TR; - - - for (i = 0; i < 2; i++) free(Trv[i]); - for (i = 0; i < 2; i++) free(Tvr[i]); - for (i = 0; i < 3; i++) free(Tvv[i]); - - return xedot/H; -} - -/****************************************************************************************** -Post-Saha expansion using the full derivative with two-photon processes and diffusion -ADDED JANUARY 2011 -*******************************************************************************************/ - -double xe_PostSahaH(double nH, double H, double T, HRATEEFF *rate_table, TWO_PHOTON_PARAMS *twog, - double zstart, double dlna, double **logfminus_hist, double *logfminus_Ly_hist[], - unsigned iz, double z, double *Dxe, int model, double energy_rate){ - - double s, xeSaha, dxeSaha_dlna, Ddxedlna_Dxe; - - s = 3.016103031869581e21 *T*sqrt(T) *exp(-EI/T)/nH; /* xe^2/(1-xe) in Saha eq.*/ - xeSaha = 2./(1.+sqrt(1.+4./s)); /* Saha equilibrium */ - dxeSaha_dlna = -(EI/T - 1.5)/(2.*xeSaha + s)*xeSaha*xeSaha; /* Analytic derivative of above expression */ - - if (model == 0) { /* Peebles model */ - Ddxedlna_Dxe = (rec_HPeebles_dxedlna(xeSaha+0.01*(1.-xeSaha), nH, H, T, T, energy_rate) - - rec_HPeebles_dxedlna(xeSaha-0.01*(1.-xeSaha), nH, H, T, T, energy_rate))/0.02/(1.-xeSaha); - } - else if (model == 1) { /* "Recfast" model */ - Ddxedlna_Dxe = (rec_HRecFast_dxedlna(xeSaha+0.01*(1.-xeSaha), nH, H, T, T, energy_rate) - - rec_HRecFast_dxedlna(xeSaha-0.01*(1.-xeSaha), nH, H, T, T, energy_rate))/0.02/(1.-xeSaha); - } - else if (model == 2) { /* EMLA model with 2s and 2p decays only, no radiative transfer */ - Ddxedlna_Dxe = (rec_HMLA_dxedlna(xeSaha+0.01*(1.-xeSaha), nH, H, T, T, energy_rate, rate_table) - - rec_HMLA_dxedlna(xeSaha-0.01*(1.-xeSaha), nH, H, T, T, energy_rate, rate_table))/0.02/(1.-xeSaha); - } - else { /* Default mode, with radiative transfer */ - Ddxedlna_Dxe = (rec_HMLA_2photon_dxedlna(xeSaha+0.01*(1.-xeSaha),nH, H, T, T, - rate_table, twog, zstart, dlna, logfminus_hist, logfminus_Ly_hist, iz, z, energy_rate) - - rec_HMLA_2photon_dxedlna(xeSaha-0.01*(1.-xeSaha), nH, H, T, T, - rate_table, twog, zstart, dlna, logfminus_hist, logfminus_Ly_hist, iz, z, energy_rate))/0.02/(1.-xeSaha); - } - - *Dxe = dxeSaha_dlna/Ddxedlna_Dxe; - - /* Compute derivative again just so the fminuses are properly updated */ - //dxedlna = rec_HMLA_2photon_dxedlna(xeSaha + *Dxe, nH, H, T, T,rate_table, twog, zstart, dlna, logfminus_hist, logfminus_Ly_hist, iz, z, energy_rate); - - return xeSaha + *Dxe; - -} - -/***************************************************************************************************** -Update fminus(z) given the history of previous fminus's, assuming: -- thermal radiation field and Boltzmann equilibrium for the excited states if func_select = 0 -- excited states are in Saha eq. with xe, and free-streaming for the radiation field between - optically thick Lyman lines if func_select = 1 -*****************************************************************************************************/ - -void update_fminus_Saha(double **logfminus_hist, double *logfminus_Ly_hist[], - double xe, double TR, double nH, TWO_PHOTON_PARAMS *twog, - double zstart, double dlna, unsigned iz, double z, int func_select){ - - double fplus[NVIRT]; - double fplus_Ly[2]; - unsigned b; - double common_fact; - - if (func_select == 0) { - for (b = 0; b < NVIRT; b++) logfminus_hist[b][iz] = -twog->Eb_tab[b]/TR; - logfminus_Ly_hist[0][iz] = -E21/TR; - logfminus_Ly_hist[1][iz] = -E31/TR; - logfminus_Ly_hist[2][iz] = -E41/TR; - } - else { - fplus_from_fminus(fplus, fplus_Ly, logfminus_hist, logfminus_Ly_hist, TR, - zstart, dlna, iz, z, twog->Eb_tab); - - for (b = 0; b < NVIRT; b++) logfminus_hist[b][iz] = log(fplus[b]); /* free streaming */ - - common_fact = log(nH*xe*xe/(1.-xe)/(3.016103031869581e21 *TR*sqrt(TR))); - logfminus_Ly_hist[0][iz] = common_fact + EI/4./TR; /* Saha equilibrium with the continuum */ - logfminus_Ly_hist[1][iz] = common_fact + EI/9./TR; - logfminus_Ly_hist[2][iz] = common_fact + EI/16./TR; - } -} - -/***********************************************************************************************************/ diff --git a/hyrec/hydrogen.h b/hyrec/hydrogen.h deleted file mode 100644 index 948c36e7..00000000 --- a/hyrec/hydrogen.h +++ /dev/null @@ -1,116 +0,0 @@ -/*************************************************************************************************/ -/* HYREC: Hydrogen and Helium Recombination Code */ -/* Written by Yacine Ali-Haimoud and Chris Hirata (Caltech) */ -/* */ -/* hydrogen.h: all functions related to Hydrogen recombination */ -/* */ -/* Units used: cgs + eV (all temperatures in eV) */ -/* Version: Januray 2011 (updated value of 2s--1s decay rate, */ -/* changed temperature range for effective rates) */ -/*************************************************************************************************/ - -/****** CONSTANTS IN CGS + EV UNIT SYSTEM *******/ - -#define EI 13.598286071938324 /* Hydrogen ionization energy in eV, reduced mass, no relativistic corrections */ - -/* Energy differences between excited levels of hydrogen -- used often */ -#define E21 10.198714553953742 -#define E31 12.087365397278509 -#define E41 12.748393192442178 -#define E32 1.8886508433247664 -#define E42 2.5496786384884356 - -#define hPc 1.239841874331e-04 /* hc in eV cm */ -#define mH 0.93878299831e9 /* Hydrogen atom mass in eV/c^2 */ -#define kBoltz 8.617343e-5 /* Boltzmann constant in eV/K */ -#define L2s1s 8.2206 /* 2s -> 1s two-photon decay rate in s^{-1} (Labzowsky et al 2005) */ - - - -double square(double x); -double cube(double x); - - -/*********** PEEBLES + POST-SAHA + RECFAST ***************/ - -double alphaB_PPB(double TM); -double rec_HPeebles_dxedlna(double xe, double nH, double H, double TM, double TR, double energy_rate); -double rec_HRecFast_dxedlna(double xe, double nH, double H, double TM, double TR, double energy_rate); - -/************* EFFECTIVE MULTI LEVEL ATOM *******************/ - -#define ALPHA_FILE "Alpha_inf.dat" /* Contains the effective recombination coefficients to 2s and 2p */ -#define RR_FILE "R_inf.dat" /* Contains the effective transfer rate R_{2p,2s} */ - - -/* Boundaries and number of elements of temperature tables */ -#define TR_MIN 0.004 /* Tr parameters */ -#define TR_MAX 0.4 -#define NTR 100 -#define TM_TR_MIN 0.1 /* Tm/Tr parameters */ -#define TM_TR_MAX 1.0 -#define NTM 40 - -/* Effective rate coefficients structure */ -typedef struct { - double *logTR_tab; - double *TM_TR_tab; - double **logAlpha_tab[2]; - double *logR2p2s_tab; - double DlogTR, DTM_TR; -} -HRATEEFF; - -void read_rates(HRATEEFF *rate_table); -void interpolate_rates(double Alpha[2], double Beta[2], double *R2p2s, double TR, double TM_TR, HRATEEFF *rate_table); -double rec_HMLA_dxedlna(double xe, double nH, double Hubble, double TM, double TR, double energy_rate, HRATEEFF *rate_table); - -/************ TWO-PHOTON PROCESSES AND DIFFUSION ************/ - -#define EFFECT_A 1 /* 2s-->1s stimulated two-photon decays and non-thermal absorptions */ -#define EFFECT_B 1 /* Sub-Lyman alpha two-photon transitions 3s/3d<--> 1s and 4s/4d<-->1s */ -#define EFFECT_C 1 /* Super-Lyman alpha two-photon transitions 3s/3d<--> 1s and 4s/4d<-->1s */ -#define EFFECT_D 1 /* Raman scattering from 2s and 3s/3d */ -#define DIFFUSION 1 /* Lyman alpha frequency diffusion */ - - -#define NSUBLYA 140 -#define NSUBLYB 271 -#define NVIRT 311 -#define NDIFF 80 -#define TWOG_FILE "two_photon_tables.dat" -/* maximum dlna = 8.5e-5 */ - - - -typedef struct { - double Eb_tab[NVIRT]; /* Energies of the virtual levels in eV */ - double A1s_tab[NVIRT]; /* 3*A2p1s*phi(E)*DE */ - double A2s_tab[NVIRT]; /* dLambda_2s/dE * DeltaE if E < Elya dK2s/dE * Delta E if E > Elya */ - double A3s3d_tab[NVIRT]; /* (dLambda_3s/dE + 5*dLambda_3d/dE) * Delta E for E < ELyb, Raman scattering rate for E > ELyb */ - double A4s4d_tab[NVIRT]; /* (dLambda_4s/dE + 5*dLambda_4d/dE) * Delta E */ -} TWO_PHOTON_PARAMS; - -void read_twog_params(TWO_PHOTON_PARAMS *twog); -void populate_Diffusion(double *Aup, double *Adn, double *A2p_up, double *A2p_dn, - double TM, double Eb_tab[NVIRT], double A1s_tab[NVIRT]); -void populateTS_2photon(double Trr[2][2], double *Trv[2], double *Tvr[2], double *Tvv[3], - double sr[2], double sv[NVIRT], double Dtau[NVIRT], - double xe, double TM, double TR, double nH, double H, HRATEEFF *rate_table, - TWO_PHOTON_PARAMS *twog, double fplus[NVIRT], double fplus_Ly[], - double Alpha[], double Beta[], double z); -void solveTXeqB(double *diag, double *updiag, double *dndiag, double *X, double *B, unsigned N); -void solve_real_virt(double xr[2], double xv[NVIRT], double Trr[2][2], double *Trv[2], double *Tvr[2], - double *Tvv[3], double sr[2], double sv[NVIRT]); -void fplus_from_fminus(double fplus[NVIRT], double fplus_Ly[], double **logfminus_hist, double *logfminus_Ly_hist[], - double TR, double zstart, double dlna, unsigned iz, double z, double Eb_tab[NVIRT]); -double rec_HMLA_2photon_dxedlna(double xe, double nH, double H, double TM, double TR, - HRATEEFF *rate_table, TWO_PHOTON_PARAMS *twog, - double zstart, double dlna, double **logfminus_hist, double *logfminus_Ly_hist[], unsigned iz, double z, - double energy_rate); -double xe_PostSahaH(double nH, double H, double T, HRATEEFF *rate_table, TWO_PHOTON_PARAMS *twog, - double zstart, double dlna, double **logfminus_hist, double *logfminus_Ly_hist[], - unsigned iz, double z, double *Dxe, int model, double energy_rate); -void update_fminus_Saha(double **logfminus_hist, double *logfminus_Ly_hist[], - double xe, double TR, double nH, TWO_PHOTON_PARAMS *twog, - double zstart, double dlna, unsigned iz, double z, int func_select); diff --git a/hyrec/hyrec.c b/hyrec/hyrec.c deleted file mode 100644 index 4cf3e3fd..00000000 --- a/hyrec/hyrec.c +++ /dev/null @@ -1,76 +0,0 @@ -/*************************************************************************************************/ -/* HYREC: Hydrogen and Helium Recombination Code */ -/* Written by Yacine Ali-Haimoud and Chris Hirata (Caltech) */ -/* */ -/* hyrec.c: main module */ -/* */ -/* Version: November 2011 */ -/* Revision history: */ -/* - written November 2010 */ -/* - January 2011: changed various switches (notably for post-Saha expansions) */ -/* so that they remain valid for arbitrary cosmologies */ -/* - November 2011: extended integration down to z = 0 with Peeble's model for z < 20 */ -/* changed dTm/dlna so it can be used at all times */ -/*************************************************************************************************/ - -#include -#include -#include -#include - -#include "hyrec.h" - -int main(void) { - - REC_COSMOPARAMS param; - HRATEEFF rate_table; - TWO_PHOTON_PARAMS twog_params; - double *xe_output, *Tm_output; - long iz; - - double dz = -1; - unsigned nz = 8001; - double z, xe, Tm; - - - /* Build effective rate table */ - rate_table.logTR_tab = create_1D_array(NTR); - rate_table.TM_TR_tab = create_1D_array(NTM); - rate_table.logAlpha_tab[0] = create_2D_array(NTM, NTR); - rate_table.logAlpha_tab[1] = create_2D_array(NTM, NTR); - rate_table.logR2p2s_tab = create_1D_array(NTR); - read_rates(&rate_table); - - /* Read two-photon rate tables */ - read_twog_params(&twog_params); - - - /* Get cosmological parameters */ - rec_get_cosmoparam(stdin, stderr, ¶m); - - /* Compute the recombination history */ - xe_output = (double*)malloc((size_t)(param.nz*sizeof(double))); - Tm_output = (double*)malloc((size_t)(param.nz*sizeof(double))); - - rec_build_history(¶m, &rate_table, &twog_params, xe_output, Tm_output); - - /* Interpolate at the desired output redshifts */ - for(iz=0; iz -#include -#include - -#include "hyrectools.h" - -/************************************************************************** -Creates a [n1] array. -***************************************************************************/ - -double *create_1D_array(unsigned n1){ - - double *matrix = (double *) calloc(n1, sizeof(double)); - if (matrix == NULL) { - fprintf(stderr, "memory issue in create_1D_array\n"); - exit(1); - } - return matrix; -} - -/************************************************************************** -Creates a [n1][n2] array. -***************************************************************************/ - -double **create_2D_array(unsigned n1, unsigned n2){ - - unsigned i; - double **matrix = (double **) calloc(n1, sizeof(double *)); - if (matrix == NULL){ - fprintf(stderr, "memory issue in create_2D_array\n"); - exit(1); - } - for (i = 0; i < n1; i++) matrix[i] = create_1D_array(n2); - - return matrix; -} - -/******************************************************************************* -Frees the memory of a [n1][] array. -********************************************************************************/ - -void free_2D_array(double **matrix, unsigned n1){ - - unsigned i; - for (i = 0; i < n1; i++) free(matrix[i]); - - free(matrix); -} - -/********************************************************************************* -Creates a [n1][n2][n3] matrix. -**********************************************************************************/ - -double ***create_3D_array(unsigned n1, unsigned n2, unsigned n3){ - - unsigned i; - double ***matrix = (double ***) calloc(n1, sizeof(double **)); - if (matrix == NULL) { - fprintf(stderr, "memory issue in create_3D_array\n"); - exit(1); - } - for (i = 0; i < n1; i++) matrix[i] = create_2D_array(n2, n3); - - return matrix; -} - -/*********************************************************************************** -Frees memory of a [n1][n2][] matrix -***********************************************************************************/ - -void free_3D_array(double ***matrix, unsigned n1, unsigned n2) { - unsigned i; - for (i = 0; i < n1; i++) free_2D_array(matrix[i], n2); - - free(matrix); -} - -/******************************************************************************************** -Making an evenly spaced array. -Input: xmin, xmax, Nx, xtab. -xtab is changed, s.t. xtab[0] = xmin, xtab[Nx-1] = xmax, evenly spaced. -ATTENTION: there will be Nx points, and Nx-1 intervals. -**********************************************************************************************/ - -void maketab(double xmin, double xmax, unsigned Nx, double *xtab){ - unsigned i; - double h = (xmax - xmin)/(Nx - 1.0); - - for (i = 0; i < Nx; i++) xtab[i] = xmin + i * h; -} - -/************************************************************************************ - Interpolation routine for 1-D table. Uses cubic interpolation assuming - uniformly spaced x-values, x0 ... x0+(Nx-1)*dx. -*************************************************************************************/ - -double rec_interp1d(double x0, double dx, double *ytab, unsigned int Nx, double x) { - - long ix; - double frac; - - /* Check if in range */ - if (dx > 0 && (xx0+dx*(Nx-1))) { - fprintf(stderr, "Error: rec_interp1d: x-value out of range in interpolation routine.\n"); - exit(1); - } - if (dx < 0 && (x>x0 || xNx-3) ix=Nx-3; - frac = (x-x0)/dx-ix; - ytab += ix-1; - - /* Return value */ - return( - -ytab[0]*frac*(1.-frac)*(2.-frac)/6. - +ytab[1]*(1.+frac)*(1.-frac)*(2.-frac)/2. - +ytab[2]*(1.+frac)*frac*(2.-frac)/2. - +ytab[3]*(1.+frac)*frac*(frac-1.)/6. - ); -} - -/************************************************************************************ - Interpolation routine for 2-D table. Uses bicubic interpolation assuming - uniformly spaced x1 and x2-values. -*************************************************************************************/ - -double rec_interp2d(double x10, double dx1, double x20, double dx2, double **ytab, - unsigned int Nx1, unsigned int Nx2, double x1, double x2) { - - int j; - long ix1; - double frac1; - double temp[4]; - - /* Check if in range in x1 */ - if (x1x10+dx1*(Nx1-1)) { - fprintf(stderr, "Error: rec_interp2d: x1-value out of range in interpolation routine.\n"); - exit(1); - } - - /* Identify location to interpolate in x1 */ - ix1 = (long)floor((x1-x10)/dx1); - if (ix1<1) ix1=1; - if (ix1>Nx1-3) ix1=Nx1-3; - frac1 = (x1-x10)/dx1-ix1; - ytab += ix1-1; - - /* Get values interpolated over x2 at the 4 neighboring points in x1 */ - for(j=0;j<4;j++) temp[j] = rec_interp1d(x20,dx2,ytab[j],Nx2,x2); - - return( - -temp[0]*frac1*(1.-frac1)*(2.-frac1)/6. - +temp[1]*(1.+frac1)*(1.-frac1)*(2.-frac1)/2. - +temp[2]*(1.+frac1)*frac1*(2.-frac1)/2. - +temp[3]*(1.+frac1)*frac1*(frac1-1.)/6. - ); -} - -/*********************************************************************************************/ diff --git a/hyrec/hyrectools.h b/hyrec/hyrectools.h deleted file mode 100644 index 7616d7b4..00000000 --- a/hyrec/hyrectools.h +++ /dev/null @@ -1,15 +0,0 @@ -/*************************** HYRECTOOLS.H ******************************** -Multidimensional array creation and freeing functions. -Also, function to make linear arrays and interpolation routines. -Version: January 2011 (identical to November 2010) -**************************************************************************/ - -double *create_1D_array(unsigned n1); -double **create_2D_array(unsigned n1, unsigned n2); -void free_2D_array(double **matrix, unsigned n1); -double ***create_3D_array(unsigned n1, unsigned n2, unsigned n3); -void free_3D_array(double ***matrix, unsigned n1, unsigned n2); -void maketab(double xmin, double xmax, unsigned Nx, double *xtab); -double rec_interp1d(double x0, double dx, double *ytab, unsigned int Nx, double x); -double rec_interp2d(double x10, double dx1, double x20, double dx2, double **ytab, - unsigned int Nx1, unsigned int Nx2, double x1, double x2); diff --git a/hyrec/input.dat b/hyrec/input.dat deleted file mode 100644 index e739d0b6..00000000 --- a/hyrec/input.dat +++ /dev/null @@ -1,8 +0,0 @@ -2.728 -.021976 -.13 -0 -.343 --1 0 -.24 -3.04 diff --git a/include/arrays.h b/include/arrays.h old mode 100755 new mode 100644 index 553214c1..7f518684 --- a/include/arrays.h +++ b/include/arrays.h @@ -9,6 +9,7 @@ #define _SPLINE_NATURAL_ 0 /**< natural spline: ddy0=ddyn=0 */ #define _SPLINE_EST_DERIV_ 1 /**< spline with estimation of first derivative on both edges */ +#define array_spline_eval(y,ddy,inf,sup,h,a,b) ((a)*(y)[inf]+(b)*(y)[sup] + (((a)*(a)*(a)-(a))* (ddy)[inf] + ((b)*(b)*(b)-(b))* (ddy)[sup])*(h)*(h)/6.) /** * Boilerplate for C++ @@ -124,19 +125,19 @@ extern "C" { short spline_mode, ErrorMsg errmsg ); - + int array_derivate_spline( - double * x_array, - int n_lines, - double * array, - double * array_splined, - int n_columns, - double x, - int * last_index, - double * result, - int result_size, /** from 1 to n_columns */ - ErrorMsg errmsg - ); + double * x_array, + int n_lines, + double * array, + double * array_splined, + int n_columns, + double x, + int * last_index, + double * result, + int result_size, /** from 1 to n_columns */ + ErrorMsg errmsg + ); int array_logspline_table_lines( double * x, @@ -184,6 +185,16 @@ extern "C" { ErrorMsg errmsg ); +int array_integrate_all_spline_table_line_to_line( + double * x_array, + int n_lines, + double * array, + int n_columns, + int index_y, + int index_ddy, + double * result, + ErrorMsg errmsg); + int array_integrate_all_trapzd_or_spline( double * array, int n_columns, @@ -255,6 +266,13 @@ int array_integrate_all_trapzd_or_spline( int result_size, /** from 1 to n_columns */ ErrorMsg errmsg); + int array_search_bisect( + int n_lines, + double * __restrict__ array, + double c, + int * __restrict__ last_index, + ErrorMsg errmsg); + int array_interpolate_linear( double * x_array, int n_lines, @@ -266,6 +284,17 @@ int array_integrate_all_trapzd_or_spline( int result_size, /** from 1 to n_columns */ ErrorMsg errmsg); + int array_interpolate_spline_transposed(double * array, + int x_size, + int y_size, + int index_x, + int index_y, + int index_ddy, + double x, + int * last_index, + double * result, + ErrorMsg errmsg); + int array_interpolate_growing_closeby( double * array, int n_columns, @@ -312,6 +341,15 @@ int array_integrate_all_trapzd_or_spline( int result_size, /** from 1 to n_columns */ ErrorMsg errmsg); + int array_spline_hunt(double* x_array, + int x_size, + double x, + int* last, + double* h, + double* a, + double* b, + ErrorMsg errmsg); + int array_interpolate_two( double * array_x, int n_columns_x, @@ -447,6 +485,35 @@ int array_integrate_all_trapzd_or_spline( double * __restrict__ I, ErrorMsg errmsg); + int array_extrapolate_quadratic(double* x, + double* y, + double xnew, + int x_size, + double* ynew, + double* dynew, + ErrorMsg errmsg); + + int simpson_integration( + int nptz, + double* int_f, + double h, + double * F, + ErrorMsg errmsg); + + int array_hunt_descending( + double * array, + int size, + double value, + int * index, + ErrorMsg errmsg); + + int array_hunt_ascending( + double * array, + int size, + double value, + int * index, + ErrorMsg errmsg); + #ifdef __cplusplus } #endif diff --git a/include/background.h b/include/background.h old mode 100755 new mode 100644 index 72e4ad52..1280d4d3 --- a/include/background.h +++ b/include/background.h @@ -9,11 +9,18 @@ #include "arrays.h" #include "dei_rkck.h" #include "parser.h" -#include "rootfinder.h" /** list of possible types of spatial curvature */ enum spatial_curvature {flat,open,closed}; + +/** list of possible parametrisations of the DE equation of state */ + +enum equation_of_state {CLP,EDE}; + + +/** list of possible theories and models (_smg) */ + enum gravity_model {propto_omega, propto_scale, constant_alphas, eft_alphas_power_law, eft_gammas_power_law, eft_gammas_exponential, @@ -21,18 +28,29 @@ enum gravity_model {propto_omega, propto_scale, brans_dicke, quintessence_monomial, quintessence_tracker, alpha_attractor_canonical -}; //write here the different models +}; -// enum gravity_model_subclass {quint_exp, cccg_exp, cccg_pow}; //write here model subclasses +/** parameterized expansion, only for non-self consistent Horndeski theories (_smg) */ -enum expansion_model {lcdm, wowa, wowa_w, wede}; //parameterized expansion, only for non-self consistent Horndeski theories \\ILSWEDE +enum expansion_model {lcdm, wowa, wowa_w, wede}; -/** list of possible parametrisations of the DE equation of state */ +/** list of possible parametrizations of the varying fundamental constants */ -enum equation_of_state {CLP,EDE}; +enum varconst_dependence {varconst_none,varconst_instant}; + +/** list of formats for the vector of background quantities */ + +enum vecback_format {short_info, normal_info, long_info}; + +/** list of interpolation methods: search location in table either + by bisection (inter_normal), or step by step starting from given + index (inter_closeby) */ + +enum interpolation_method {inter_normal, inter_closeby}; /** - * All background parameters and evolution that other modules need to know. + * background structure containing all the background information that + * other modules need to know. * * Once initialized by the backgound_init(), contains all necessary * information on the background evolution (except thermodynamics), @@ -57,66 +75,84 @@ struct background //@{ double H0; /**< \f$ H_0 \f$: Hubble parameter (in fact, [\f$H_0/c\f$]) in \f$ Mpc^{-1} \f$ */ + double h; /**< reduced Hubble parameter */ double Omega0_g; /**< \f$ \Omega_{0 \gamma} \f$: photons */ - - double T_cmb; /**< \f$ T_{cmb} \f$: current CMB temperature in Kelvins */ + double T_cmb; /**< \f$ T_{cmb} \f$: current CMB temperature in Kelvins */ double Omega0_b; /**< \f$ \Omega_{0 b} \f$: baryons */ - double Omega0_cdm; /**< \f$ \Omega_{0 cdm} \f$: cold dark matter */ - - double Omega0_lambda; /**< \f$ \Omega_{0_\Lambda} \f$: cosmological constant */ - - double Omega0_fld; /**< \f$ \Omega_{0 de} \f$: fluid */ + double Omega0_ur; /**< \f$ \Omega_{0 \nu r} \f$: ultra-relativistic neutrinos */ - enum equation_of_state fluid_equation_of_state; /**< parametrisation scheme for fluid equation of state */ + double Omega0_cdm; /**< \f$ \Omega_{0 cdm} \f$: cold dark matter */ - double w0_fld; /**< \f$ w0_{DE} \f$: current fluid equation of state parameter */ - double wa_fld; /**< \f$ wa_{DE} \f$: fluid equation of state parameter derivative */ - double Omega_EDE; /**< \f$ wa_{DE} \f$: Early Dark Energy density parameter */ + double Omega0_idm; /**< \f$ \Omega_{0 idm} \f$: interacting dark matter with photons, baryons, and idr */ - double cs2_fld; /**< \f$ c^2_{s~DE} \f$: sound speed of the fluid - in the frame comoving with the fluid (so, this is - not [delta p/delta rho] in the synchronous or - newtonian gauge!!!) */ - short use_ppf; /**< flag switching on PPF perturbation equations - instead of true fluid equations for - perturbations. It could have been defined inside - perturbation structure, but we leave it here in - such way to have all fld parameters grouped. */ + double Omega0_idr; /**< \f$ \Omega_{0 idr} \f$: interacting dark radiation */ + double T_idr; /**< \f$ T_{idr} \f$: current temperature of interacting dark radiation in Kelvins */ - double c_gamma_over_c_fld; /**< ppf parameter defined in eq. (16) of 0808.3125 [astro-ph] */ + double Omega0_dcdmdr; /**< \f$ \Omega_{0 dcdm}+\Omega_{0 dr} \f$: decaying cold dark matter (dcdm) decaying to dark radiation (dr) */ + double Omega_ini_dcdm; /**< \f$ \Omega_{ini,dcdm} \f$: rescaled initial value for dcdm density (see 1407.2418 for definitions) */ + double Gamma_dcdm; /**< \f$ \Gamma_{dcdm} \f$: decay constant for decaying cold dark matter */ + double tau_dcdm; - double Omega0_ur; /**< \f$ \Omega_{0 \nu r} \f$: ultra-relativistic neutrinos */ + int N_ncdm; /**< Number of distinguishable ncdm species */ + /* the following parameters help to define tabulated ncdm p-s-d passed in file */ + char * ncdm_psd_files; /**< list of filenames for tabulated p-s-d */ + int * got_files; /**< list of flags for each species, set to true if p-s-d is passed through file */ + /* the following parameters help to define the analytical ncdm phase space distributions (p-s-d) */ + double * ncdm_psd_parameters; /**< list of parameters for specifying/modifying ncdm p.s.d.'s, to be customized for given model + (could be e.g. mixing angles) */ + double * M_ncdm; /**< vector of masses of non-cold relic: dimensionless ratios m_ncdm/T_ncdm */ + double * m_ncdm_in_eV; /**< list of ncdm masses in eV (inferred from M_ncdm and other parameters above) */ + double * Omega0_ncdm, Omega0_ncdm_tot; /**< Omega0_ncdm for each species and for the total Omega0_ncdm */ + double * T_ncdm,T_ncdm_default; /**< list of 1st parameters in p-s-d of non-cold relics: relative temperature + T_ncdm1/T_gamma; and its default value */ + double * ksi_ncdm, ksi_ncdm_default; /**< list of 2nd parameters in p-s-d of non-cold relics: relative chemical potential + ksi_ncdm1/T_ncdm1; and its default value */ + double * deg_ncdm, deg_ncdm_default; /**< vector of degeneracy parameters in factor of p-s-d: 1 for one family of neutrinos + (= one neutrino plus its anti-neutrino, total g*=1+1=2, so deg = 0.5 g*); and its + default value */ + int * ncdm_input_q_size; /**< Vector of numbers of q bins */ + double * ncdm_qmax; /**< Vector of maximum value of q */ - double Omega0_dcdmdr; /**< \f$ \Omega_{0 dcdm}+\Omega_{0 dr} \f$: decaying cold dark matter (dcdm) decaying to dark radiation (dr) */ + double Omega0_k; /**< \f$ \Omega_{0_k} \f$: curvature contribution */ - double Gamma_dcdm; /**< \f$ \Gamma_{dcdm} \f$: decay constant for decaying cold dark matter */ + double Omega0_lambda; /**< \f$ \Omega_{0_\Lambda} \f$: cosmological constant */ + double Omega0_fld; /**< \f$ \Omega_{0 de} \f$: fluid */ + double Omega0_scf; /**< \f$ \Omega_{0 scf} \f$: scalar field */ + short use_ppf; /**< flag switching on PPF perturbation equations instead of true fluid equations for perturbations. It could have been defined inside + perturbation structure, but we leave it here in such way to have all fld parameters grouped. */ + double c_gamma_over_c_fld; /**< ppf parameter defined in eq. (16) of 0808.3125 [astro-ph] */ + enum equation_of_state fluid_equation_of_state; /**< parametrisation scheme for fluid equation of state */ + double w0_fld; /**< \f$ w0_{DE} \f$: current fluid equation of state parameter */ + double wa_fld; /**< \f$ wa_{DE} \f$: fluid equation of state parameter derivative */ + double cs2_fld; /**< \f$ c^2_{s~DE} \f$: sound speed of the fluid in the frame comoving with the fluid (so, this is + not [delta p/delta rho] in the synchronous or newtonian gauge!) */ + double Omega_EDE; /**< \f$ wa_{DE} \f$: Early Dark Energy density parameter */ + double * scf_parameters; /**< list of parameters describing the scalar field potential */ + short attractor_ic_scf; /**< whether the scalar field has attractor initial conditions */ + int scf_tuning_index; /**< index in scf_parameters used for tuning */ + double phi_ini_scf; /**< \f$ \phi(t_0) \f$: scalar field initial value */ + double phi_prime_ini_scf;/**< \f$ d\phi(t_0)/d\tau \f$: scalar field initial derivative wrt conformal time */ + int scf_parameters_size; /**< size of scf_parameters */ + double varconst_alpha; /**< finestructure constant for varying fundamental constants */ + double varconst_me; /**< electron mass for varying fundamental constants */ + enum varconst_dependence varconst_dep; /**< dependence of the varying fundamental constants as a function of time */ + double varconst_transition_redshift; /**< redshift of transition between varied fundamental constants and normal fundamental constants in the 'varconst_instant' case*/ - double Omega_ini_dcdm; /**< \f$ \Omega_{ini,dcdm} \f$: rescaled initial value for dcdm density (see 1407.2418 for definitions) */ + //@} - double Omega0_scf; /**< \f$ \Omega_{0 scf} \f$: scalar field */ - short attractor_ic_scf; /**< whether the scalar field has attractor initial conditions */ - double phi_ini_scf; /**< \f$ \phi(t_0) \f$: scalar field initial value */ - double phi_prime_ini_scf; /**< \f$ d\phi(t_0)/d\tau \f$: scalar field initial derivative wrt conformal time */ - double * scf_parameters; /**< list of parameters describing the scalar field potential */ - int scf_parameters_size; /**< size of scf_parameters */ - int scf_tuning_index; /**< index in scf_parameters used for tuning */ - //double scf_lambda; /**< \f$ \lambda \f$ : scalar field exponential potential slope */ - //double scf_alpha; /**< \f$ \alpha \f$ : Albrecht-Skordis polynomial slope */ - //double scf_B; /**< \f$ \alpha \f$ : Albrecht-Skordis field shift */ - //double scf_A; /**< \f$ \alpha \f$ : Albrecht-Skordis offset */ - double Omega0_k; /**< \f$ \Omega_{0_k} \f$ : curvature contribution */ + /** @name - hi_class (_smg) related parameters */ double hubble_friction; /** friction coefficient in H' equation: H' = ... + H_friction*(H^2 - rho_crit) [NOT ONLY IN SMG!] */ int hubble_evolution; /** whether to evolve H' from the equation */ - + double wede_Omega_e_regularizer_smg; /** regularize adding a tiny Omega_e */ enum gravity_model gravity_model_smg; /** Horndeski model */ -// enum gravity_model_subclass gravity_submodel_smg; /** Horndeski model */ + // enum gravity_model_subclass gravity_submodel_smg; /** Horndeski model */ enum expansion_model expansion_model_smg; /* choice of expansion rate */ short initial_conditions_set_smg; /* whether IC have been established. For printing and information */ @@ -142,6 +178,10 @@ struct background double min_ct2_smg; /**< minimum value of tensor speed of sound squared (for stability test) */ double min_D_smg; /**< minimum value of scalar kinetic term (for stability test) */ double min_cs2_smg; /**< minimum value of scalar speed of sound squared (for stability test) */ + double a_min_M2_smg; /**< scale factor of the minimum value of planck mass (for stability test) */ + double a_min_ct2_smg; /**< scale factor of the minimum value of tensor speed of sound squared (for stability test) */ + double a_min_D_smg; /**< scale factor of the minimum value of scalar kinetic term (for stability test) */ + double a_min_cs2_smg; /**< scale factor of the minimum value of scalar speed of sound squared (for stability test) */ double min_bra_smg; /**< minimum value of the braiding */ double max_bra_smg; /**< maximum value of the braiding */ @@ -151,7 +191,7 @@ struct background int field_evolution_smg; /**< does the model require solving the equation for the scalar field at the background? this is typically not the case for parameterized models */ - int M_pl_evolution_smg; /**< does the model require integrating the Planck mass from alpha_M? */ + int M2_evolution_smg; /**< does the model require integrating the Planck mass from alpha_M? */ int rho_evolution_smg; /**< does the model require integrating the energy density? */ /* Modified gravity parameters @@ -168,62 +208,27 @@ struct background double * parameters_2_smg; /**< list of auxiliary parameters describing the modified gravity model */ int parameters_2_size_smg; /**< size of parameters_smg */ - int M_pl_tuning_smg; /**< whether we want secondary tuning for M_pl(today) */ + int M2_tuning_smg; /**< whether we want secondary tuning for M2(today) */ int tuning_index_2_smg; /**< index in scf_parameters used for tuning (the Planck mass) */ - double M_pl_today_smg; + double M2_today_smg; short output_background_smg; /**< flag regulating the amount of information printed onbackground.dat output */ - //some thermo parameters: little cheat to be able to call sigma(rs_d), etc.. - double rs_d; //drag horizon - - int N_ncdm; /**< Number of distinguishabe ncdm species */ - double * M_ncdm; /**bg_size+pba->index_bg] with all other quantities (array of size bg_size*bt_size) **/ //@} + /** @name - table of their second derivatives, used for spline interpolation */ //@{ - double * d2tau_dz2_table; /**< vector d2tau_dz2_table[index_tau] with values of \f$ d^2 \tau / dz^2 \f$ (conformal time) */ - double * d2background_dtau2_table; /**< table d2background_dtau2_table[index_tau*pba->bg_size+pba->index_bg] with values of \f$ d^2 b_i / d\tau^2 \f$ (conformal time) */ + double * d2tau_dz2_table; /**< vector d2tau_dz2_table[index_loga] with values of \f$ d^2 \tau / dz^2 \f$ (conformal time) */ + double * d2z_dtau2_table; /**< vector d2z_dtau2_table[index_loga] with values of \f$ d^2 z / d\tau^2 \f$ (conformal time) */ + double * d2background_dloga2_table; /**< table d2background_dtau2_table[index_loga*pba->bg_size+pba->index_bg] with values of \f$ d^2 b_i / d\log(a)^2 \f$ */ //@} @@ -378,17 +474,16 @@ struct background //@{ - int index_bi_a; /**< {B} scale factor */ - int index_bi_H; /**< {B} Hubble rate factor */ int index_bi_rho_dcdm;/**< {B} dcdm density */ int index_bi_rho_dr; /**< {B} dr density */ int index_bi_rho_fld; /**< {B} fluid density */ int index_bi_phi_scf; /**< {B} scalar field value */ int index_bi_phi_prime_scf; /**< {B} scalar field derivative wrt conformal time */ + int index_bi_logH; /**< {B} Hubble rate factor */ int index_bi_phi_smg; /**< scalar field */ int index_bi_phi_prime_smg; /**< scalar field derivative wrt conformal time*/ - int index_bi_delta_M_pl_smg; //*> integrate the Planck mass (only in certain parameterizations **/ + int index_bi_delta_M2_smg; //*> integrate the Planck mass (only in certain parameterizations **/ int index_bi_rho_smg; //*> integrate the smg energy density (only in certain parameterizations) **/ int index_bi_time; /**< {C} proper (cosmological) time in Mpc */ @@ -413,6 +508,7 @@ struct background //@{ short has_cdm; /**< presence of cold dark matter? */ + short has_idm; /**< presence of interacting dark matter with photons, baryons, and idr */ short has_dcdm; /**< presence of decaying cold dark matter? */ short has_dr; /**< presence of relativistic decay radiation? */ short has_scf; /**< presence of a scalar field? */ @@ -420,20 +516,21 @@ struct background short has_lambda; /**< presence of cosmological constant? */ short has_fld; /**< presence of fluid with constant w and cs2? */ short has_ur; /**< presence of ultra-relativistic neutrinos/relics? */ + short has_idr; /**< presence of interacting dark radiation? */ short has_smg; /**< presence of scalar field? */ short has_curvature; /**< presence of global spatial curvature? */ + short has_varconst; /**< presence of varying fundamental constants? */ //@} + /** *@name - arrays related to sampling and integration of ncdm phase space distributions */ - //@{ + int * ncdm_quadrature_strategy; /**< Vector of integers according to quadrature strategy. */ - int * ncdm_input_q_size; /**< Vector of numbers of q bins */ - double * ncdm_qmax; /**< Vector of maximum value of q */ double ** q_ncdm_bg; /**< Pointers to vectors of background sampling in q */ double ** w_ncdm_bg; /**< Pointers to vectors of corresponding quadrature weights w */ double ** q_ncdm; /**< Pointers to vectors of perturbation sampling in q */ @@ -445,27 +542,11 @@ struct background //@} - /** - *@name - some flags needed for calling background functions - */ - - //@{ - - short short_info; /**< flag for calling background_at_eta and return little information */ - short normal_info; /**< flag for calling background_at_eta and return medium information */ - short long_info; /**< flag for calling background_at_eta and return all information */ - - short inter_normal; /**< flag for calling background_at_eta and find position in interpolation table normally */ - short inter_closeby; /**< flag for calling background_at_eta and find position in interpolation table starting from previous position in previous call */ - - //@} - /** @name - technical parameters */ //@{ short shooting_failed; /**< flag is set to true if shooting failed. */ - ErrorMsg shooting_error; /**< Error message from shooting failed. */ short background_verbose; /**< flag regulating the amount of information sent to standard output (none if set to zero) */ @@ -475,6 +556,7 @@ struct background //@} }; + /** * temporary parameters and workspace passed to the background_derivs function */ @@ -521,14 +603,23 @@ struct background_parameters_for_distributions { extern "C" { #endif + int background_at_z( + struct background *pba, + double a_rel, + enum vecback_format return_format, + enum interpolation_method inter_mode, + int * last_index, + double * pvecback + ); + int background_at_tau( - struct background *pba, - double tau, - short return_format, - short inter_mode, - int * last_index, - double * pvecback - ); + struct background *pba, + double tau, + enum vecback_format return_format, + enum interpolation_method inter_mode, + int * last_index, + double * pvecback + ); int background_tau_of_z( struct background *pba, @@ -536,12 +627,19 @@ extern "C" { double * tau ); + int background_z_of_tau( + struct background *pba, + double tau, + double * z + ); + int background_functions( - struct background *pba, - double * pvecback_B, - short return_format, - double * pvecback - ); + struct background *pba, + double a_rel, + double * pvecback_B, + enum vecback_format return_format, + double * pvecback + ); int background_w_fld( struct background * pba, @@ -550,110 +648,131 @@ extern "C" { double * dw_over_da_fld, double * integral_fld); + int background_varconst_of_z( + struct background* pba, + double z, + double* alpha, + double* me + ); + int background_init( - struct precision *ppr, - struct background *pba - ); + struct precision *ppr, + struct background *pba + ); int background_free( - struct background *pba - ); + struct background *pba + ); + + int background_free_noinput( + struct background *pba + ); int background_free_input( struct background *pba ); - int background_free_noinput( - struct background *pba - ); - int background_indices( - struct background *pba - ); + struct background *pba + ); int background_ncdm_distribution( - void *pba, - double q, - double * f0 - ); + void *pba, + double q, + double * f0 + ); int background_ncdm_test_function( - void *pba, - double q, - double * test - ); + void *pba, + double q, + double * test + ); int background_ncdm_init( - struct precision *ppr, - struct background *pba - ); - + struct precision *ppr, + struct background *pba + ); int background_ncdm_momenta( - double * qvec, - double * wvec, - int qsize, - double M, - double factor, - double z, - double * n, - double * rho, - double * p, - double * drho_dM, - double * pseudo_p - ); + double * qvec, + double * wvec, + int qsize, + double M, + double factor, + double z, + double * n, + double * rho, + double * p, + double * drho_dM, + double * pseudo_p + ); int background_ncdm_M_from_Omega( - struct precision *ppr, - struct background *pba, - int species - ); + struct precision *ppr, + struct background *pba, + int species + ); - int background_gravity_functions( - struct background *pba, - double * pvecback_B, - short return_format, - double * pvecback - ); - - - int background_gravity_parameters( - struct background *pba - ); + int background_checks( + struct precision * ppr, + struct background *pba + ); int background_solve( - struct precision *ppr, - struct background *pba - ); + struct precision *ppr, + struct background *pba + ); int background_initial_conditions( - struct precision *ppr, - struct background *pba, - double * pvecback, - double * pvecback_integration - ); + struct precision *ppr, + struct background *pba, + double * pvecback, + double * pvecback_integration, + double * loga_ini + ); int background_find_equality( struct precision *ppr, struct background *pba ); + int background_output_titles(struct background * pba, char titles[_MAXTITLESTRINGLENGTH_] ); int background_output_data( - struct background *pba, - int number_of_titles, - double *data); + struct background *pba, + int number_of_titles, + double *data); int background_derivs( - double z, - double * y, - double * dy, - void * parameters_and_workspace, - ErrorMsg error_message - ); + double loga, + double * y, + double * dy, + void * parameters_and_workspace, + ErrorMsg error_message + ); + + int background_sources( + double loga, + double * y, + double * dy, + int index_loga, + void * parameters_and_workspace, + ErrorMsg error_message + ); + + int background_timescale( + double loga, + void * parameters_and_workspace, + double * timescale, + ErrorMsg error_message + ); + + int background_output_budget( + struct background* pba + ); /** Scalar field potential and its derivatives **/ double V_scf( @@ -662,9 +781,9 @@ extern "C" { ); double dV_scf( - struct background *pba, - double phi - ); + struct background *pba, + double phi + ); double ddV_scf( struct background *pba, @@ -694,7 +813,7 @@ extern "C" { /* remark: CAMB uses 3.085678e22: good to know if you want to compare with high accuracy */ #define _Gyr_over_Mpc_ 3.06601394e2 /**< conversion factor from megaparsecs to gigayears - (c=1 units, Julian years of 365.25 days) */ + (c=1 units, Julian years of 365.25 days) */ #define _c_ 2.99792458e8 /**< c in m/s */ #define _G_ 6.67428e-11 /**< Newton constant in m^3/Kg/s^2 */ #define _eV_ 1.602176487e-19 /**< 1 eV expressed in J */ @@ -703,24 +822,20 @@ extern "C" { #define _k_B_ 1.3806504e-23 #define _h_P_ 6.62606896e-34 /* remark: sigma_B = 2 pi^5 k_B^4 / (15h^3c^2) = 5.670400e-8 - = Stefan-Boltzmann constant in W/m^2/K^4 = Kg/K^4/s^3 */ + = Stefan-Boltzmann constant in W/m^2/K^4 = Kg/K^4/s^3 */ //@} /** - * @name Some numbers useful in numerical algorithms - but not - * affecting precision, otherwise would be in precision structure + * @name Some limits on possible background parameters */ //@{ -#define _H0_BIG_ 1./2997.9 /**< maximal \f$ H_0 \f$ in \f$ Mpc^{-1} (h=1.0) \f$ */ -#define _H0_SMALL_ 0.3/2997.9 /**< minimal \f$ H_0 \f$ in \f$ Mpc^{-1} (h=0.3) \f$ */ -#define _TCMB_BIG_ 2.8 /**< maximal \f$ T_{cmb} \f$ in K */ -#define _TCMB_SMALL_ 2.7 /**< minimal \f$ T_{cmb} \f$ in K */ -#define _TOLERANCE_ON_CURVATURE_ 1.e-5 /**< if \f$ | \Omega_k | \f$ smaller than this, considered as flat */ -#define _OMEGAK_BIG_ 0.5 /**< maximal \f$ Omega_k \f$ */ -#define _OMEGAK_SMALL_ -0.5 /**< minimal \f$ Omega_k \f$ */ +#define _h_BIG_ 1.5 /**< maximal \f$ h \f$ */ +#define _h_SMALL_ 0.3 /**< minimal \f$ h \f$ */ +#define _omegab_BIG_ 0.039 /**< maximal \f$ omega_b \f$ */ +#define _omegab_SMALL_ 0.005 /**< minimal \f$ omega_b \f$ */ //@} @@ -731,8 +846,8 @@ extern "C" { //@{ #define _SCALE_BACK_ 0.1 /**< logarithmic step used when searching - for an initial scale factor at which ncdm - are still relativistic */ + for an initial scale factor at which ncdm + are still relativistic */ #define _PSD_DERIVATIVE_EXP_MIN_ -30 /**< for ncdm, for accurate computation of dlnf0/dlnq, q step is varied in range specified by these parameters */ #define _PSD_DERIVATIVE_EXP_MAX_ 2 /**< for ncdm, for accurate computation of dlnf0/dlnq, q step is varied in range specified by these parameters */ diff --git a/include/class.h b/include/class.h index 7250c9c5..f0aeb4f0 100644 --- a/include/class.h +++ b/include/class.h @@ -25,10 +25,14 @@ #include "thermodynamics.h" #include "perturbations.h" #include "primordial.h" -#include "nonlinear.h" +#include "fourier.h" #include "transfer.h" -#include "spectra.h" +#include "harmonic.h" +#include "distortions.h" #include "lensing.h" #include "output.h" +/* hi_class modules */ +#include "hi_class.h" + #endif diff --git a/include/common.h b/include/common.h old mode 100755 new mode 100644 index 833fc74b..7dc96e57 --- a/include/common.h +++ b/include/common.h @@ -15,7 +15,8 @@ #ifndef __COMMON__ #define __COMMON__ -#define _VERSION_ "v2.7.2" +#define _VERSION_ "v3.2.3" + /* @cond INCLUDE_WITH_DOXYGEN */ #define _TRUE_ 1 /**< integer associated to true statement */ @@ -30,6 +31,8 @@ typedef char ErrorMsg[_ERRORMSGSIZE_]; /**< Generic error messages (there is suc #define _FILENAMESIZE_ 256 /**< size of the string read in each line of the file (extra characters not taken into account) */ typedef char FileName[_FILENAMESIZE_]; +#define _SUFFIXNAMESIZE_ 4 /**< maximum size of the short string appended to file names to account for initial conditions, etc. */ + #define _PI_ 3.1415926535897932384626433832795e0 /**< The number pi */ #define _PIHALF_ 1.57079632679489661923132169164e0 /**< pi divided by 2 */ @@ -42,6 +45,8 @@ typedef char FileName[_FILENAMESIZE_]; #define _SQRT_PI_ 1.77245385090551602729816748334e0 /**< square root of pi. */ +#define _E_ 2.718281828459045235360287471352662497757247093699959574966967627724076630353547594571382178525166427427466391932003059921817413596629043572900334295260595630738132328627943490763233829880753195251019011573834187930702154089149934884167509244761460668082264800168477411853742345442437107539077744992069551702761838606261331384583000752044933826560297606737113200709328709127443747047230696977209310141692836819025515108657463772111252389784425056953696 /**< exponential of one */ + #define _MAX_IT_ 10000/**< default maximum number of iterations in conditional loops (to avoid infinite loops) */ #define _QUADRATURE_MAX_ 250 /**< maximum allowed number of abssices in quadrature integral estimation */ @@ -52,6 +57,8 @@ typedef char FileName[_FILENAMESIZE_]; #define _HUGE_ 1.e99 +#define _EPSILON_ 1.e-10 + #define _OUTPUTPRECISION_ 12 /**< Number of significant digits in some output files */ #define _COLUMNWIDTH_ 24 /**< Must be at least _OUTPUTPRECISION_+8 for guaranteed fixed width columns */ @@ -60,8 +67,6 @@ typedef char FileName[_FILENAMESIZE_]; #define _DELIMITER_ "\t" /**< character used for delimiting titles in the title strings */ - - #ifndef __CLASSDIR__ #define __CLASSDIR__ "." /**< The directory of CLASS. This is set to the absolute path to the CLASS directory so this is just a failsafe. */ #endif @@ -70,14 +75,40 @@ typedef char FileName[_FILENAMESIZE_]; #define MAX(a,b) (((a)<(b)) ? (b) : (a) ) /**< the usual "max" function */ #define SIGN(a) (((a)>0) ? 1. : -1. ) #define NRSIGN(a,b) ((b) >= 0.0 ? fabs(a) : -fabs(a)) -#define index_symmetric_matrix(i1,i2,N) (((i1)<=(i2)) ? (i2+N*i1-(i1*(i1+1))/2) : (i1+N*i2-(i2*(i2+1))/2)) /**< assigns an index from 0 to [N(N+1)/2-1] to the coefficients M_{i1,i2} of an N*N symmetric matrix; useful for converting a symmetric matrix to a vector, without losing or double-counting any information */ +#define index_symmetric_matrix(i1,i2,N) (((i1)<=(i2)) ? ((i2)+N*(i1)-((i1)*((i1)+1))/2) : ((i1)+N*(i2)-((i2)*((i2)+1))/2)) /**< assigns an index from 0 to [N(N+1)/2-1] to the coefficients M_{i1,i2} of an N*N symmetric matrix; useful for converting a symmetric matrix to a vector, without losing or double-counting any information */ + /* @endcond */ -// needed because of weird openmp bug on macosx lion... -void class_protect_sprintf(char* dest, char* tpl,...); -void class_protect_fprintf(FILE* dest, char* tpl,...); -void* class_protect_memcpy(void* dest, void* from, size_t sz); -int get_number_of_titles(char * titlestring); + +#ifdef __cplusplus +extern "C" { +#endif + /* needed because of weird openmp bug on macosx lion... */ + void class_protect_sprintf(char* dest, char* tpl, ...); + void class_protect_fprintf(FILE* dest, char* tpl, ...); + void* class_protect_memcpy(void* dest, void* from, size_t sz); + + /* some general functions */ + int get_number_of_titles(char * titlestring); + int file_exists(const char *fname); + int compare_doubles(const void * a, + const void * b); + int string_begins_with(char* thestring, char beginchar); +#ifdef __cplusplus +} +#endif + +/* general CLASS macros */ + +//This macro receives additional 'do {' and '} while(0)' to safeguard +//in single-line if else clauses without '{' and '}' +//Also, careful: Since sprintf(NULL,0,x) returns the size of characters +//that are inside of the string x, then the buffer needs to be +//actually one character longer to hold also the null character '\0' +#define class_sprintf(string, format...) do { \ + int _buffer_size_sprintf = snprintf(NULL, 0, format); \ + snprintf(string, _buffer_size_sprintf+1, format); \ +} while (0) #define class_build_error_string(dest,tmpl,...) { \ ErrorMsg FMsg; \ @@ -112,15 +143,15 @@ int get_number_of_titles(char * titlestring); #define class_call(function, error_message_from_function, error_message_output) \ class_call_except(function, error_message_from_function,error_message_output,) -/* same in parallel region */ -#define class_call_parallel(function, error_message_from_function, error_message_output) { \ - if (abort == _FALSE_) { \ +/* same in parallel region -- UNUSED NOW */ +/*#define class_call_parallel(function, error_message_from_function, error_message_output) { \ + if (abort_now == _FALSE_) { \ if (function == _FAILURE_) { \ class_call_message(error_message_output,#function,error_message_from_function); \ - abort=_TRUE_; \ + abort_now=_TRUE_; \ } \ } \ -} +}*/ @@ -131,7 +162,7 @@ int get_number_of_titles(char * titlestring); /* macro for allocating memory and returning error if it failed */ #define class_alloc(pointer, size, error_message_output) { \ - pointer=malloc(size); \ + pointer=(__typeof__(pointer))malloc(size); \ if (pointer == NULL) { \ int size_int; \ size_int = size; \ @@ -140,23 +171,24 @@ int get_number_of_titles(char * titlestring); } \ } -/* same inside parallel structure */ + +/* same inside parallel structure -- UNUSED NOW #define class_alloc_parallel(pointer, size, error_message_output) { \ pointer=NULL; \ - if (abort == _FALSE_) { \ - pointer=malloc(size); \ + if (abort_now == _FALSE_) { \ + pointer=(__typeof__(pointer))malloc(size); \ if (pointer == NULL) { \ int size_int; \ size_int = size; \ class_alloc_message(error_message_output,#pointer, size_int); \ - abort=_TRUE_; \ + abort_now=_TRUE_; \ } \ } \ -} +}*/ /* macro for allocating memory, initializing it with zeros/ and returning error if it failed */ #define class_calloc(pointer, init,size, error_message_output) { \ - pointer=calloc(init,size); \ + pointer=(__typeof__(pointer))calloc(init,size); \ if (pointer == NULL) { \ int size_int; \ size_int = size; \ @@ -166,8 +198,8 @@ int get_number_of_titles(char * titlestring); } /* macro for re-allocating memory, returning error if it failed */ -#define class_realloc(pointer, newname, size, error_message_output) { \ - pointer=realloc(newname,size); \ +#define class_realloc(pointer, size, error_message_output) { \ + pointer=(__typeof__(pointer))realloc(pointer,size); \ if (pointer == NULL) { \ int size_int; \ size_int = size; \ @@ -202,14 +234,15 @@ int get_number_of_titles(char * titlestring); } \ } +/* UNUSED NOW #define class_test_parallel(condition, error_message_output, args...) { \ - if (abort == _FALSE_) { \ + if (abort_now == _FALSE_) { \ if (condition) { \ class_test_message(error_message_output,#condition, args); \ - abort=_TRUE_; \ + abort_now=_TRUE_; \ } \ } \ -} +}*/ /* macro for returning error message; args is a variable list of optional arguments, e.g.: args="x=%d",x @@ -308,6 +341,33 @@ int get_number_of_titles(char * titlestring); storage[dataindex++] = defaultvalue; \ } +//The name for this macro can be at most 30 characters total +#define class_print_species(name,type) \ +printf("-> %-30s Omega = %-15g , omega = %-15g\n",name,pba->Omega0_##type,pba->Omega0_##type*pba->h*pba->h); + +//Generic evolver prototype +#define EVOLVER_PROTOTYPE \ + int (*)(double, double *, double *, void *, ErrorMsg), \ + double, double, double *, int *, \ + int, void *, double, double, \ + int (*)(double, void *, double *, ErrorMsg), \ + double, double *, int, \ + int (*)(double, double *, double *, int, void *, ErrorMsg), \ + int (*)(double, double *, double *, void *, ErrorMsg), \ + ErrorMsg + +/* Forward-Declare the structs of CLASS */ +struct background; +struct thermodynamics; +struct perturbations; +struct transfer; +struct primordial; +struct harmonic; +struct fourier; +struct lensing; +struct distortions; +struct output; + /** parameters related to the precision of the code and to the method of calculation */ /** @@ -344,474 +404,15 @@ enum file_format {class_format,camb_format}; */ struct precision { - - /** @name - parameters related to the background */ - //@{ - /** - * default initial value of scale factor in background integration, in - * units of scale factor today + * Define (allocate) all precision parameters (these very concise + * lines declare all precision parameters thanks to the macros + * defined in macros_precision.h) */ - double a_ini_over_a_today_default; - - /** - * default step d tau in background integration, in units of - * conformal Hubble time (\f$ d \tau \f$ = back_integration_stepsize / aH ) - */ - double back_integration_stepsize; - - /** - * parameter controlling precision of background integration - */ - double tol_background_integration; - - - /** - * parameter controlling how deep inside radiation domination must the - * initial time be chosen - */ - double tol_initial_Omega_r; - - /** - * parameter controlling relative precision of ncdm mass for given - * ncdm current density - */ - double tol_M_ncdm; - - /** - * parameter controlling relative precision of integrals over ncdm - * phase-space distribution during perturbation calculation: value - * to be applied in Newtonian gauge - */ - double tol_ncdm_newtonian; - - /** - * parameter controlling relative precision of integrals over ncdm - * phase-space distribution during perturbation calculation: value - * to be applied in synchronous gauge - */ - double tol_ncdm_synchronous; - - /** - * parameter controlling relative precision of integrals over ncdm - * phase-space distribution during perturbation calculation: value - * actually applied in chosen gauge - */ - double tol_ncdm; - - /** - * parameter controlling relative precision of integrals over ncdm - * phase-space distribution during background evolution - */ - double tol_ncdm_bg; - - /** - * parameter controlling how relativistic must non-cold relics be at - * initial time - */ - double tol_ncdm_initial_w; - - /** - * parameter controlling the initial scalar field in background functions - */ - double safe_phi_scf; - - /** - * parameter controlling precision with which tau_eq (conformal time - * at radiation/matter equality) is found (units: Mpc) - */ - double tol_tau_eq; - - //@} - - /** @name - parameters related to the thermodynamics */ - - //@{ - - /* - for bbn */ -/* @cond INCLUDE_WITH_DOXYGEN */ - FileName sBBN_file; -/* @endcond */ - /* - for recombination */ - - /* initial and final redshifts in recfast */ - - double recfast_z_initial; /**< initial redshift in recfast */ - - /* parameters governing precision of integration */ - - int recfast_Nz0; /**< number of integration steps */ - double tol_thermo_integration; /**< precision of each integration step */ - - /* He fudge parameters from recfast 1.4 */ - - int recfast_Heswitch; /**< recfast 1.4 parameter */ - double recfast_fudge_He; /**< recfast 1.4 parameter */ - - /* H fudge parameters from recfast 1.5 (Gaussian fits for extra H physics by Adam Moss) */ - - int recfast_Hswitch; /**< recfast 1.5 switching parameter */ - double recfast_fudge_H; /**< H fudge factor when recfast_Hswitch set to false (v1.4 fudging) */ - double recfast_delta_fudge_H; /**< correction to H fudge factor in v1.5 */ - double recfast_AGauss1; /**< Amplitude of 1st Gaussian */ - double recfast_AGauss2; /**< Amplitude of 2nd Gaussian */ - double recfast_zGauss1; /**< ln(1+z) of 1st Gaussian */ - double recfast_zGauss2; /**< ln(1+z) of 2nd Gaussian */ - double recfast_wGauss1; /**< Width of 1st Gaussian */ - double recfast_wGauss2; /**< Width of 2nd Gaussian */ - - /* triggers for switching approximations; ranges for doing it smoothly */ - - double recfast_z_He_1; /**< down to which redshift Helium fully ionized */ - double recfast_delta_z_He_1; /**< z range over which transition is smoothed */ - - double recfast_z_He_2; /**< down to which redshift first Helium recombination not complete */ - double recfast_delta_z_He_2; /**< z range over which transition is smoothed */ - - double recfast_z_He_3; /**< down to which redshift Helium singly ionized */ - double recfast_delta_z_He_3; /**< z range over which transition is smoothed */ - - double recfast_x_He0_trigger; /**< value below which recfast uses the full equation for Helium */ - double recfast_x_He0_trigger2; /**< a second threshold used in derivative routine */ - double recfast_x_He0_trigger_delta; /**< x_He range over which transition is smoothed */ - - double recfast_x_H0_trigger; /**< value below which recfast uses the full equation for Hydrogen */ - double recfast_x_H0_trigger2; /**< a second threshold used in derivative routine */ - double recfast_x_H0_trigger_delta; /**< x_H range over which transition is smoothed */ - - double recfast_H_frac; /**< governs time at which full equation of evolution for Tmat is used */ -/* @cond INCLUDE_WITH_DOXYGEN */ - FileName hyrec_Alpha_inf_file; - FileName hyrec_R_inf_file; - FileName hyrec_two_photon_tables_file; -/* @endcond */ - /* - for reionization */ - - double reionization_z_start_max; /**< maximum redshift at which reionization should start. If not, return an error. */ - double reionization_sampling; /**< control stepsize in z during reionization */ - double reionization_optical_depth_tol; /**< fractional error on optical_depth */ - double reionization_start_factor; /**< parameter for CAMB-like parametrization */ - - /* - general */ - - int thermo_rate_smoothing_radius; /**< plays a minor (almost aesthetic) role in the definition of the variation rate of thermodynamical quantities */ - - //@} - - /** @name - parameters related to the perturbation */ - - //@{ - - enum evolver_type evolver; /**< which type of evolver for integrating perturbations (Runge-Kutta? Stiff?...) */ - double k_min_tau0; /**< number defining k_min for the computation of Cl's and P(k)'s (dimensionless): (k_min tau_0), usually chosen much smaller than one */ - - double k_max_tau0_over_l_max; /**< number defining k_max for the computation of Cl's (dimensionless): (k_max tau_0)/l_max, usually chosen around two */ - - double k_step_sub; /**< step in k space, in units of one period of acoustic oscillation at decoupling, for scales inside sound horizon at decoupling */ - double k_step_super; /**< step in k space, in units of one period of acoustic oscillation at decoupling, for scales above sound horizon at decoupling */ - double k_step_transition; /**< dimensionless number regulating the transition from 'sub' steps to 'super' steps. Decrease for more precision. */ - double k_step_super_reduction; /**< the step k_step_super is reduced by this amount in the k-->0 limit (below scale of Hubble and/or curvature radius) */ - - double k_per_decade_for_pk; /**< if values needed between kmax inferred from k_oscillations and k_kmax_for_pk, this gives the number of k per decade outside the BAO region*/ - - double k_per_decade_for_bao; /**< if values needed between kmax inferred from k_oscillations and k_kmax_for_pk, this gives the number of k per decade inside the BAO region (for finer sampling)*/ - - double k_bao_center; /**< in ln(k) space, the central value of the BAO region where sampling is finer is defined as k_rec times this number (recommended: 3, i.e. finest sampling near 3rd BAO peak) */ - - double k_bao_width; /**< in ln(k) space, width of the BAO region where sampling is finer: this number gives roughly the number of BAO oscillations well resolved on both sides of the central value (recommended: 4, i.e. finest sampling from before first up to 3+4=7th peak) */ - - double start_small_k_at_tau_c_over_tau_h; /**< largest wavelengths start being sampled when universe is sufficiently opaque. This is quantified in terms of the ratio of thermo to hubble time scales, \f$ \tau_c/\tau_H \f$. Start when start_largek_at_tau_c_over_tau_h equals this ratio. Decrease this value to start integrating the wavenumbers earlier in time. */ - - double start_large_k_at_tau_h_over_tau_k; /**< largest wavelengths start being sampled when mode is sufficiently outside Hubble scale. This is quantified in terms of the ratio of hubble time scale to wavenumber time scale, \f$ \tau_h/\tau_k \f$ which is roughly equal to (k*tau). Start when this ratio equals start_large_k_at_tau_k_over_tau_h. Decrease this value to start integrating the wavenumbers earlier in time. */ - - /** - * when to switch off tight-coupling approximation: first condition: - * \f$ \tau_c/\tau_H \f$ > tight_coupling_trigger_tau_c_over_tau_h. - * Decrease this value to switch off earlier in time. If this - * number is larger than start_sources_at_tau_c_over_tau_h, the code - * returns an error, because the source computation requires - * tight-coupling to be switched off. - */ - double tight_coupling_trigger_tau_c_over_tau_h; - - /** - * when to switch off tight-coupling approximation: - * second condition: \f$ \tau_c/\tau_k \equiv k \tau_c \f$ < - * tight_coupling_trigger_tau_c_over_tau_k. - * Decrease this value to switch off earlier in time. - */ - double tight_coupling_trigger_tau_c_over_tau_k; - - double start_sources_at_tau_c_over_tau_h; /**< sources start being sampled when universe is sufficiently opaque. This is quantified in terms of the ratio of thermo to hubble time scales, \f$ \tau_c/\tau_H \f$. Start when start_sources_at_tau_c_over_tau_h equals this ratio. Decrease this value to start sampling the sources earlier in time. */ - - int tight_coupling_approximation; /**< method for tight coupling approximation */ - - int l_max_g; /**< number of momenta in Boltzmann hierarchy for photon temperature (scalar), at least 4 */ - int l_max_pol_g; /**< number of momenta in Boltzmann hierarchy for photon polarization (scalar), at least 4 */ - int l_max_dr; /**< number of momenta in Boltzmann hierarchy for decay radiation, at least 4 */ - int l_max_ur; /**< number of momenta in Boltzmann hierarchy for relativistic neutrino/relics (scalar), at least 4 */ - int l_max_ncdm; /**< number of momenta in Boltzmann hierarchy for relativistic neutrino/relics (scalar), at least 4 */ - int l_max_g_ten; /**< number of momenta in Boltzmann hierarchy for photon temperature (tensor), at least 4 */ - int l_max_pol_g_ten; /**< number of momenta in Boltzmann hierarchy for photon polarization (tensor), at least 4 */ - - double curvature_ini; /**< initial condition for curvature for adiabatic */ - double entropy_ini; /**< initial condition for entropy perturbation for isocurvature */ - double gw_ini; /**< initial condition for tensor metric perturbation h */ - - /** - * default step \f$ d \tau \f$ in perturbation integration, in units of the timescale involved in the equations (usually, the min of \f$ 1/k \f$, \f$ 1/aH \f$, \f$ 1/\dot{\kappa} \f$) - */ - double perturb_integration_stepsize; - - /** - * default step \f$ d \tau \f$ for sampling the source function, in units of the timescale involved in the sources: \f$ (\dot{\kappa}- \ddot{\kappa}/\dot{\kappa})^{-1} \f$ - */ - double perturb_sampling_stepsize; - - /** - * control parameter for the precision of the perturbation integration - */ - double tol_perturb_integration; - - /** - * precision with which the code should determine (by bisection) the - * times at which sources start being sampled, and at which - * approximations must be switched on/off (units of Mpc) - */ - double tol_tau_approx; - - /** - * method for switching off photon perturbations - */ - int radiation_streaming_approximation; - - /** - * when to switch off photon perturbations, ie when to switch - * on photon free-streaming approximation (keep density and thtau, set - * shear and higher momenta to zero): - * first condition: \f$ k \tau \f$ > radiation_streaming_trigger_tau_h_over_tau_k - */ - double radiation_streaming_trigger_tau_over_tau_k; - - /** - * when to switch off photon perturbations, ie when to switch - * on photon free-streaming approximation (keep density and theta, set - * shear and higher momenta to zero): - * second condition: - */ - double radiation_streaming_trigger_tau_c_over_tau; - - int ur_fluid_approximation; /**< method for ultra relativistic fluid approximation */ - - /** - * when to switch off ur (massless neutrinos / ultra-relativistic - * relics) fluid approximation - */ - double ur_fluid_trigger_tau_over_tau_k; - - int ncdm_fluid_approximation; /**< method for non-cold dark matter fluid approximation */ - - /** - * when to switch off ncdm (massive neutrinos / non-cold - * relics) fluid approximation - */ - double ncdm_fluid_trigger_tau_over_tau_k; - - /** - * whether CMB source functions can be approximated as zero when - * visibility function g(tau) is tiny - */ - double neglect_CMB_sources_below_visibility; - - int n_min_qs_smg; /**< minimum number of steps used to sample the quantities in the quasi-static approximation (qs_smg) */ - int n_max_qs_smg; /**< maximum number of steps used to sample the quantities in the quasi-static approximation (qs_smg) */ - double z_fd_qs_smg; /**< minimum redshift after which the user requires the full-dynamic evolution */ - double trigger_mass_qs_smg; /**< if the mass is above this trigger the quasi-static approximation is switched on */ - double trigger_rad_qs_smg; /**< if the radiation component is still important w.r.t.\ the scalar field the quasi-static approximation can not be used */ - double eps_s_qs_smg; /**< when the system enters the quasi-static evolution this parameter measures how much the oscillation are decaying with time */ - - short get_h_from_trace_smg; /* Get h' from Einstein trace rather than 00 */ - - - double min_a_pert_smg; /**< minimum value of scale factor to start integration (important to test some ede models */ - double pert_ic_tolerance_smg; /**< tolerance to deviations from n=2 for IC h~tau^n. Negative values override test */ - double pert_ic_ini_z_ref_smg; /** off */ - double pert_qs_ic_tolerance_test_smg; /* maximal fractional contribution to (0i) equation of SMG terms in QS initial condition */ - - - //@} - - /** @name - parameters related to the primordial spectra */ - - //@{ - - double k_per_decade_primordial; /**< logarithmic sampling for primordial spectra (number of points per decade in k space) */ - - double primordial_inflation_ratio_min; /**< for each k, start following wavenumber when aH = k/primordial_inflation_ratio_min */ - double primordial_inflation_ratio_max; /**< for each k, stop following wavenumber, at the latest, when aH = k/primordial_inflation_ratio_max */ - int primordial_inflation_phi_ini_maxit; /**< maximum number of iteration when searching a suitable initial field value phi_ini (value reached when no long-enough slow-roll period before the pivot scale) */ - double primordial_inflation_pt_stepsize; /**< controls the integration timestep for inflaton perturbations */ - double primordial_inflation_bg_stepsize; /**< controls the integration timestep for inflaton background */ - double primordial_inflation_tol_integration; /**< controls the precision of the ODE integration during inflation */ - double primordial_inflation_attractor_precision_pivot; /**< targeted precision when searching attractor solution near phi_pivot */ - double primordial_inflation_attractor_precision_initial; /**< targeted precision when searching attractor solution near phi_ini */ - int primordial_inflation_attractor_maxit; /**< maximum number of iteration when searching attractor solution */ - double primordial_inflation_tol_curvature; /**< for each k, stop following wavenumber, at the latest, when curvature perturbation R is stable up to to this tolerance */ - double primordial_inflation_aH_ini_target; /**< control the step size in the search for a suitable initial field value */ - double primordial_inflation_end_dphi; /**< first bracketing width, when trying to bracket the value phi_end at which inflation ends naturally */ - double primordial_inflation_end_logstep; /**< logarithmic step for updating the bracketing width, when trying to bracket the value phi_end at which inflation ends naturally */ - double primordial_inflation_small_epsilon; /**< value of slow-roll parameter epsilon used to define a field value phi_end close to the end of inflation (doesn't need to be exactly at the end): epsilon(phi_end)=small_epsilon (should be smaller than one) */ - double primordial_inflation_small_epsilon_tol; /**< tolerance in the search for phi_end */ - double primordial_inflation_extra_efolds; /**< a small number of efolds, irrelevant at the end, used in the search for the pivot scale (backward from the end of inflation) */ - - //@} - - /** @name - parameters related to the transfer function */ - - //@{ - - int l_linstep; /**< factor for logarithmic spacing of values of l over which bessel and transfer functions are sampled */ - - double l_logstep; /**< maximum spacing of values of l over which Bessel and transfer functions are sampled (so, spacing becomes linear instead of logarithmic at some point) */ - - /* parameters relevant for bessel functions */ - double hyper_x_min; /**< flat case: lower bound on the smallest value of x at which we sample \f$ \Phi_l^{\nu}(x)\f$ or \f$ j_l(x)\f$ */ - double hyper_sampling_flat; /**< flat case: number of sampled points x per approximate wavelength \f$ 2\pi \f$*/ - double hyper_sampling_curved_low_nu; /**< open/closed cases: number of sampled points x per approximate wavelength \f$ 2\pi/\nu\f$, when \f$ \nu \f$ smaller than hyper_nu_sampling_step */ - double hyper_sampling_curved_high_nu; /**< open/closed cases: number of sampled points x per approximate wavelength \f$ 2\pi/\nu\f$, when \f$ \nu \f$ greater than hyper_nu_sampling_step */ - double hyper_nu_sampling_step; /**< open/closed cases: value of nu at which sampling changes */ - double hyper_phi_min_abs; /**< small value of Bessel function used in calculation of first point x (\f$ \Phi_l^{\nu}(x) \f$ equals hyper_phi_min_abs) */ - double hyper_x_tol; /**< tolerance parameter used to determine first value of x */ - double hyper_flat_approximation_nu; /**< value of nu below which the flat approximation is used to compute Bessel function */ - - /* parameters relevant for transfer function */ - - double q_linstep; /**< asymptotic linear sampling step in q - space, in units of \f$ 2\pi/r_a(\tau_rec) \f$ - (comoving angular diameter distance to - recombination) */ - - double q_logstep_spline; /**< initial logarithmic sampling step in q - space, in units of \f$ 2\pi/r_a(\tau_{rec})\f$ - (comoving angular diameter distance to - recombination) */ - - double q_logstep_open; /**< in open models, the value of - q_logstep_spline must be decreased - according to curvature. Increasing - this number will make the calculation - more accurate for large positive - Omega_k */ - - double q_logstep_trapzd; /**< initial logarithmic sampling step in q - space, in units of \f$ 2\pi/r_a(\tau_{rec}) \f$ - (comoving angular diameter distance to - recombination), in the case of small - q's in the closed case, for which one - must used trapezoidal integration - instead of spline (the number of q's - for which this is the case decreases - with curvature and vanishes in the - flat limit) */ - - double q_numstep_transition; /**< number of steps for the transition - from q_logstep_trapzd steps to - q_logstep_spline steps (transition - must be smooth for spline) */ - - double transfer_neglect_delta_k_S_t0; /**< for temperature source function T0 of scalar mode, range of k values (in 1/Mpc) taken into account in transfer function: for l < (k-delta_k)*tau0, ie for k > (l/tau0 + delta_k), the transfer function is set to zero */ - double transfer_neglect_delta_k_S_t1; /**< same for temperature source function T1 of scalar mode */ - double transfer_neglect_delta_k_S_t2; /**< same for temperature source function T2 of scalar mode */ - double transfer_neglect_delta_k_S_e; /**< same for polarization source function E of scalar mode */ - double transfer_neglect_delta_k_V_t1; /**< same for temperature source function T1 of vector mode */ - double transfer_neglect_delta_k_V_t2; /**< same for temperature source function T2 of vector mode */ - double transfer_neglect_delta_k_V_e; /**< same for polarization source function E of vector mode */ - double transfer_neglect_delta_k_V_b; /**< same for polarization source function B of vector mode */ - double transfer_neglect_delta_k_T_t2; /**< same for temperature source function T2 of tensor mode */ - double transfer_neglect_delta_k_T_e; /**< same for polarization source function E of tensor mode */ - double transfer_neglect_delta_k_T_b; /**< same for polarization source function B of tensor mode */ - - double transfer_neglect_late_source; /**< value of l below which the CMB source functions can be neglected at late time, excepted when there is a Late ISW contribution */ - - /** when to use the Limber approximation for project gravitational potential cl's */ - double l_switch_limber; - - /** when to use the Limber approximation for local number count contributions to cl's (relative to central redshift of each bin) */ - double l_switch_limber_for_nc_local_over_z; - - /** when to use the Limber approximation for number count contributions to cl's integrated along the line-of-sight (relative to central redshift of each bin) */ - double l_switch_limber_for_nc_los_over_z; - - /** in sigma units, where to cut gaussian selection functions */ - double selection_cut_at_sigma; - - /** controls sampling of integral over time when selection functions vary quicker than Bessel functions. Increase for better sampling. */ - double selection_sampling; - - /** controls sampling of integral over time when selection functions vary slower than Bessel functions. Increase for better sampling */ - double selection_sampling_bessel; - - /** controls sampling of integral over time when selection functions vary slower than Bessel functions. This parameter is specific to number counts contributions to Cl integrated along the line of sight. Increase for better sampling */ - double selection_sampling_bessel_los; - - /** controls how smooth are the edge of top-hat window function (<<1 for very sharp, 0.1 for sharp) */ - double selection_tophat_edge; - - //@} - - /** @name - parameters related to non-linear computations */ - - //@{ - - /** parameters relevant for HALOFIT computation */ - - double halofit_min_k_nonlinear; /**< value of k in 1/Mpc below which - non-linear corrections will be neglected */ - - double halofit_min_k_max; /**< when halofit is used, k_max must be - at least equal to this value (otherwise - halofit could not find the scale of - non-linearity). Calculations are done - internally until this k_max, but the - output is still controlled by - P_k_max_1/Mpc or P_k_max_h/Mpc even if - they are smaller */ - - double halofit_k_per_decade; /**< halofit needs to evalute integrals - (linear power spectrum times some - kernels). They are sampled using - this logarithmic step size. */ - - double halofit_sigma_precision; /**< a smaller value will lead to a - more precise halofit result at the *highest* - redshift at which halofit can make computations, - at the expense of requiring a larger k_max; but - this parameter is not relevant for the - precision on P_nl(k,z) at other redshifts, so - there is normally no need to change it */ - - double halofit_tol_sigma; /**< tolerance required on sigma(R) when - matching the condition sigma(R_nl)=1, - whcih defines the wavenumber of - non-linearity, k_nl=1./R_nl */ - - double pk_eq_z_max; /**< Maximum z until which the Pk_equal method of 0810.0190 and 1601.07230 is used */ - - double pk_eq_tol; /**< tolerance for finding the equivalent models of the pk_equal method */ - - //@} - - /** @name - parameters related to lensing */ - - //@{ - - int accurate_lensing; /**< switch between Gauss-Legendre quadrature integration and simple quadrature on a subdomain of angles */ - int num_mu_minus_lmax; /**< difference between num_mu and l_max, increase for more precision */ - int delta_l_max; /**< difference between l_max in unlensed and lensed spectra */ - double tol_gauss_legendre; /**< tolerance with which quadrature points are found: must be very small for an accurate integration (if not entered manually, set automatically to match machine precision) */ - //@} + #define __ALLOCATE_PRECISION_PARAMETER__ + #include "precisions.h" + #undef __ALLOCATE_PRECISION_PARAMETER__ /** @name - general precision parameters */ @@ -832,5 +433,4 @@ struct precision }; - #endif diff --git a/include/dei_rkck.h b/include/dei_rkck.h old mode 100755 new mode 100644 diff --git a/include/distortions.h b/include/distortions.h new file mode 100644 index 00000000..9cd66f30 --- /dev/null +++ b/include/distortions.h @@ -0,0 +1,302 @@ +/** @file distortions.h Documented module on spectral distortions + * Matteo Lucca, 31.10.2018 + * Nils Schoeneberg, 18.02.2019 + */ + +#ifndef __DISTORTIONS__ +#define __DISTORTIONS__ + +#include "arrays.h" +#include "background.h" +#include "thermodynamics.h" +#include "perturbations.h" +#include "primordial.h" +#include "noninjection.h" + +#define _MAX_DETECTOR_NAME_LENGTH_ 100 +typedef char DetectorName[_MAX_DETECTOR_NAME_LENGTH_]; +typedef char DetectorFileName[_FILENAMESIZE_+_MAX_DETECTOR_NAME_LENGTH_+256]; + +/** List of possible branching ratio approximations */ + +enum br_approx {bra_sharp_sharp,bra_sharp_soft,bra_soft_soft,bra_soft_soft_cons,bra_exact}; + +/** List of possible schemes to compute relativistic contribution from + reionization and structure formatio */ + +enum reio_approx {sd_reio_Nozawa, sd_reio_Chluba}; + +/** + * distorsions structure, containing all the distortion-related parameters and + * evolution that other modules need to know. + */ + +struct distortions +{ + /** @name - input parameters initialized by user in input module + * (all other quantities are computed in this module, given these + * parameters and the content of the 'precision', 'background', + * 'thermodynamics' and 'primordial' structures) */ + + //@{ + + int sd_branching_approx; /**< Which approximation to use for the branching ratios? */ + + int sd_PCA_size; /**< Number of PCA components for the calculation of residual distortions */ + + DetectorFileName sd_detector_file_name; /**< Name of detector list file */ + + DetectorName sd_detector_name; /**< Name of detector */ + double sd_detector_nu_min; /**< Minimum frequency of chosen detector */ + double sd_detector_nu_max; /**< Maximum frequency of chosen detector */ + double sd_detector_nu_delta; /**< Bin size of chosen detector */ + int sd_detector_bin_number; /**< Number of frequency bins of chosen detector */ + double sd_detector_delta_Ic; /**< Sensitivity of the chosen detector */ + + enum reio_approx sd_reio_type; /**< Calculation method for Sunyaev Zeldovich contributions from re-ionization */ + + double sd_add_y; /**< Possible additional y contribution (manually) to the SD signal */ + double sd_add_mu; /**< Possible additional mu contribution (manually) to the SD signal */ + + //@} + + /** @name - Public tables and parameters */ + + //@{ + + /* Parameters related to redshift (z) sampling */ + double z_muy; /**< Redshift of the transition of mu to y era */ + double z_th; /**< Redshift of the transition from thermal shift to mu era */ + + double z_min; /**< Minimum redshift */ + double z_max; /**< Maximum redshift */ + int z_size; /**< Lenght of redshift array */ + double z_delta; /**< Redshift intervals */ + double * z; /**< Redshift list z[index_z] = list of values */ + + double * z_weights; /**< Weights for integration over z */ + + /* Can be specified if no noisefile */ + double x_min; /**< Minimum dimentionless frequency */ + double x_max; /**< Maximum dimentionless frequency */ + double x_delta; /**< dimentionless frequency intervals */ + + /* Will always be specified */ + int x_size; /**< Lenght of dimentionless frequency array */ + double * x; /**< Dimensionless frequency x[index_x] = list of values */ + double * x_weights; /**< Weights for integration over x */ + + /* Unit conversions */ + double x_to_nu; /**< Conversion factor nu[GHz] = x_to_nu * x */ + double DI_units; /**< Conversion from unitless DI to DI[10^26 W m^-2 Hz^-1 sr^-1] */ + + /* File names for the PCA */ + char sd_detector_noise_file[2*_FILENAMESIZE_+_MAX_DETECTOR_NAME_LENGTH_+256]; /**< Full path of detector noise file */ + DetectorFileName sd_PCA_file_generator; /**< Full path of PCA generator file */ + DetectorFileName sd_detector_list_file; /**< Full path of detector list file */ + + + /* Tables storing branching ratios, distortions amplitudes and spectral distoritons for all types of distortios */ + double ** br_table; /**< Branching ratios br_table[index_type][index_z] */ + double * sd_parameter_table; /**< Spectral Distortion parameters (g,mu,y,r) sd_parameter_table[index_type] */ + double ** sd_shape_table; /**< Spectral Distortion shapes (G,M,Y,R) sd_shape_table[index_type][index_x] */ + double ** sd_table; /**< Spectral Distortion Intensities (final deltaI seperated by component) sd_table[index_type][index_x] */ + + /* indices for the type of distortion */ + int index_type_g; /**< temperature shift/g type distortion */ + int index_type_mu; /**< mu type distortion */ + int index_type_y; /**< y type distortion */ + int index_type_PCA; /**< PCA type distortion (first index) */ + int type_size; /**< Number of total components for the type array */ + + /* Total distortion amplitude for residual distortions */ + double epsilon; + + /* Total heating function */ + double * dQrho_dz_tot; + + /* Total heating rate */ + double Drho_over_rho; + + /* Total spectral distortion */ + double * DI; /**< DI[index_x] = list of values */ + + /* Variables to read, allocate and interpolate external file branching_ratios_exact.dat */ + double * br_exact_z; /**< Redshift array for reading from file br_exact_z[index_z] */ + int br_exact_Nz; /**< Number of redshift values for reading from file */ + + double * f_g_exact; /**< temperature shift/g distortion branching ratio f_g_exact[index_z] */ + double * ddf_g_exact; /**< second derivative of the above ddf_g_exact[index_z] */ + double * f_y_exact; /**< y distortion branching ratio f_y_exact[index_z] */ + double * ddf_y_exact; /**< second derivative of the above ddf_y_exact[index_z] */ + double * f_mu_exact; /**< mu distortion shape branching ratio f_mu_exact[index_z] */ + double * ddf_mu_exact; /**< second derivative of the above ddf_mu_exact[index_z] */ + + double * E_vec; /**< PCA component E branching ratio for reading from file E_vec[index_e*br_exact_Nz+index_z] with index_e=[1..8] */ + double * ddE_vec; /**< second derivative of the above ddE_vec[index_e*br_exact_Nz+index_z] */ + int E_vec_size; /**< number of PCA component E branching ratios */ + + /* Variable to read, allocate and interpolate external file PCA_distortions_schape.dat */ + double * PCA_nu; /**< Frquency array for reading from file PCA_nu[index_nu] */ + int PCA_Nnu; /**< Number of frequency values for reading from file */ + + double * PCA_G_T; /**< temperature shift/g distortion shape PCA_G_T[index_nu] */ + double * ddPCA_G_T; /**< second derivative of the above ddPCA_G_T[index_nu] */ + double * PCA_Y_SZ; /**< y distortion shape PCA_Y_SZ[index_nu] */ + double * ddPCA_Y_SZ; /**< second derivative of the above ddPCA_Y_SZ[index_nu] */ + double * PCA_M_mu; /**< mu distortion shape PCA_M_mu[index_nu] */ + double * ddPCA_M_mu; /**< second derivative of the above ddPCA_M_mu[index_nu] */ + + double * S_vec; /**< PCA component S shape for reading from file S_vec[index_s*S_vec_size+index_x] with index_s=[1..8] */ + double * ddS_vec; /**< second derivative of the above ddS_vec[index_s*S_vec_size+index_x] */ + int S_vec_size; /**< number of PCA component S spectral shapes */ + + + double * delta_Ic_array; /**< delta_Ic[index_x] for detectors with given sensitivity in each bin */ + + //@} + + + /** @name - Flags and technical parameters */ + + //@{ + + int has_distortions; /**< do we need to compute spectral distortions? */ + + int has_user_defined_detector; /**< does the user specify their own detector? */ + int has_user_defined_name; /**< does the user specify the name of their detector? */ + + int has_detector_file; /**< do we have a file for the detector specification? */ + + int has_SZ_effect; /**< do we include the SZ effect? */ + + int include_only_exotic; /**< shall we only take exotic injection contributions? */ + int include_g_distortion; /**< shall we include the g distortion in the total distortion ? */ + + int has_noninjected; /**< do we have terms that are not injected (like dissipation of acoustic waves)? */ + + struct noninjection ni; /**< noninjection file structure */ + + short distortions_verbose; /**< flag regulating the amount of information sent to standard output (none if set to zero) */ + + ErrorMsg error_message; /**< zone for writing error messages */ + + //@} + +}; + +/*************************************************************************************************************/ +/* @cond INCLUDE_WITH_DOXYGEN */ +/* + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + + /* Main functions */ + int distortions_init(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + struct primordial * ppm, + struct distortions * psd); + + int distortions_constants(struct precision* ppr, + struct background * pba, + struct thermodynamics * pth, + struct distortions * psd); + + int distortions_free(struct distortions * psd); + + /* PCA decomposition (branching ratios and spectral shapes) for unknown detector */ + int distortions_generate_detector(struct precision * ppr, + struct distortions * psd); + + int distortions_set_detector(struct precision * ppr, + struct distortions* psd); + + int distortions_read_detector_noisefile(struct precision * ppr, + struct distortions * psd); + + /* Indices and lists */ + int distortions_indices(struct distortions * psd); + + int distortions_get_xz_lists(struct precision * ppr, + struct background* pba, + struct thermodynamics* pth, + struct distortions* psd); + + /* The main computation methods */ + int distortions_compute_branching_ratios(struct precision * ppr, + struct distortions* psd); + + int distortions_compute_heating_rate(struct precision* ppr, + struct background* pba, + struct thermodynamics * pth, + struct perturbations * ppt, + struct primordial * ppm, + struct distortions * psd); + + int distortions_compute_spectral_shapes(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct distortions * psd); + + /* Additional sources of distortions due to recombination and LSS formation */ + int distortions_add_effects_reio(struct background * pba, + struct thermodynamics * pth, + struct distortions * psd, + double T_e, + double Dtau, + double beta, + double beta_z, + double x, + double * y_reio, + double * DI); + + /* PCA decomposition (branching ratios and spectral shapes) for known detector */ + int distortions_read_br_data(struct precision * ppr, + struct distortions * psd); + int distortions_spline_br_data(struct distortions* psd); + int distortions_interpolate_br_data(struct distortions* psd, + double z, + double* f_g, + double* f_y, + double* f_mu, + double* E, + int * last_index); + int distortions_free_br_data(struct distortions * psd); + + int distortions_read_sd_data(struct precision * ppr, + struct distortions * psd); + int distortions_spline_sd_data(struct distortions* psd); + int distortions_interpolate_sd_data(struct distortions* psd, + double nu, + double * G_T, + double * Y_SZ, + double * M_mu, + double * S, + int * index); + int distortions_free_sd_data(struct distortions * psd); + + /* Output */ + int distortions_output_heat_titles(struct distortions * psd, char titles[_MAXTITLESTRINGLENGTH_]); + int distortions_output_heat_data(struct distortions * psd, + int number_of_titles, + double * data); + + int distortions_output_sd_titles(struct distortions * psd, char titles[_MAXTITLESTRINGLENGTH_]); + int distortions_output_sd_data(struct distortions * psd, + int number_of_titles, + double * data); + +#ifdef __cplusplus +} +#endif + +/**************************************************************/ + + +#endif +/* @endcond */ diff --git a/include/evolver_ndf15.h b/include/evolver_ndf15.h old mode 100755 new mode 100644 diff --git a/include/evolver_rkck.h b/include/evolver_rkck.h old mode 100755 new mode 100644 index 9da76c0f..1106a384 --- a/include/evolver_rkck.h +++ b/include/evolver_rkck.h @@ -1,5 +1,5 @@ -#ifndef __EVO__ -#define __EVO__ +#ifndef __EVO_RK__ +#define __EVO_RK__ #include "dei_rkck.h" diff --git a/include/fourier.h b/include/fourier.h new file mode 100644 index 00000000..5841dd98 --- /dev/null +++ b/include/fourier.h @@ -0,0 +1,563 @@ +/** @file fourier.h Documented includes for trg module */ + +#include "primordial.h" +#include "trigonometric_integrals.h" + +#ifndef __FOURIER__ +#define __FOURIER__ + +#define _M_EV_TOO_BIG_FOR_HALOFIT_ 10. /**< above which value of non-CDM mass (in eV) do we stop trusting halofit? */ + +#define _M_SUN_ 1.98847e30 /**< Solar mass in Kg */ + +#define _MAX_NUM_EXTRAPOLATION_ 100000 + +enum non_linear_method {nl_none,nl_halofit,nl_HMcode}; +enum pk_outputs {pk_linear,pk_nonlinear}; + +enum source_extrapolation {extrap_zero,extrap_only_max,extrap_only_max_units,extrap_max_scaled,extrap_hmcode,extrap_user_defined}; + +enum halofit_integral_type {halofit_integral_one, halofit_integral_two, halofit_integral_three}; + +enum hmcode_baryonic_feedback_model {nl_emu_dmonly, nl_owls_dmonly, nl_owls_ref, nl_owls_agn, nl_owls_dblim, nl_user_defined}; +enum out_sigmas {out_sigma,out_sigma_prime,out_sigma_disp}; + +/** + * Structure containing all information on non-linear spectra. + * + * Once initialized by fourier_init(), contains a table for all two points correlation functions + * and for all the ai,bj functions (containing the three points correlation functions), for each + * time and wave-number. + */ + +struct fourier { + + /** @name - input parameters initialized by user in input module + (all other quantities are computed in this module, given these + parameters and the content of the 'precision', 'background', + 'thermo', 'primordial' and 'spectra' structures) */ + + //@{ + + enum non_linear_method method; /**< method for computing non-linear corrections (none, Halogit, etc.) */ + + enum source_extrapolation extrapolation_method; /**< method for analytical extrapolation of sources beyond pre-computed range */ + + enum hmcode_baryonic_feedback_model feedback; /** to choose between different baryonic feedback models + in hmcode (dmonly, gas cooling, Agn or supernova feedback) */ + double c_min; /** for HMcode: minimum concentration in Bullock 2001 mass-concentration relation */ + double eta_0; /** for HMcode: halo bloating parameter */ + double z_infinity; /** for HMcode: z value at which Dark Energy correction is evaluated needs to be at early times (default */ + + short has_pk_eq; /**< flag: in case wa_fld is defined and non-zero, should we use the pk_eq method? */ + + //@} + + /** @name - information on number of modes and pairs of initial conditions */ + + //@{ + + int index_md_scalars; /**< set equal to phr->index_md_scalars + (useful since this module only deals with + scalars) */ + int ic_size; /**< for a given mode, ic_size[index_md] = number of initial conditions included in computation */ + int ic_ic_size; /**< for a given mode, ic_ic_size[index_md] = number of pairs of (index_ic1, index_ic2) with index_ic2 >= index_ic1; this number is just N(N+1)/2 where N = ic_size[index_md] */ + short * is_non_zero; /**< for a given mode, is_non_zero[index_md][index_ic1_ic2] is set to true if the pair of initial conditions (index_ic1, index_ic2) are statistically correlated, or to false if they are uncorrelated */ + + //@} + + /** @name - information on the type of power spectra (_cb, _m...) */ + + //@{ + + short has_pk_m; /**< do we want spectra for total matter? */ + short has_pk_cb; /**< do we want spectra for cdm+baryons? */ + + int index_pk_m; /**< index of pk for matter (defined only when has_pk_m is TRUE) */ + int index_pk_cb; /**< index of pk for cold dark matter plus baryons (defined only when has_pk_cb is TRUE */ + + /* and two redundent but useful indices: */ + + int index_pk_total; /**< always equal to index_pk_m + (always defined, useful e.g. for weak lensing spectrum) */ + int index_pk_cluster; /**< equal to index_pk_cb if it exists, otherwise to index_pk_m + (always defined, useful e.g. for galaxy clustering spectrum) */ + + int pk_size; /**< k_size = total number of pk */ + + //@} + + /** @name - arrays for the Fourier power spectra P(k,tau) */ + + //@{ + + short has_pk_matter; /**< do we need matter Fourier spectrum? */ + + int k_size; /**< k_size = total number of k values */ + int k_size_pk; /**< k_size = number of k values for P(k,z) and T(k,z) output) */ + double * k; /**< k[index_k] = list of k values */ + double * ln_k; /**< ln_k[index_k] = list of log(k) values */ + + double * ln_tau; /**< log(tau) array, only needed if user wants + some output at z>0, instead of only z=0. This + array only covers late times, used for the + output of P(k) or T(k), and matching the + condition z(tau) < z_max_pk */ + + int ln_tau_size; /**< total number of values in this array */ + + double ** ln_pk_ic_l; /**< Matter power spectrum (linear). + Depends on indices index_pk, index_ic1_ic2, index_k, index_tau as: + ln_pk_ic_l[index_pk][(index_tau * pfo->k_size + index_k)* pfo->ic_ic_size + index_ic1_ic2] + where index-pk labels P(k) types (m = total matter, cb = baryons+CDM), + while index_ic1_ic2 labels ordered pairs (index_ic1, index_ic2) (since + the primordial spectrum is symmetric in (index_ic1, index_ic2)). + - for diagonal elements (index_ic1 = index_ic2) this arrays contains + ln[P(k)] where P(k) is positive by construction. + - for non-diagonal elements this arrays contains the k-dependent + cosine of the correlation angle, namely + P(k)_(index_ic1, index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2] + This choice is convenient since the sign of the non-diagonal cross-correlation + could be negative. For fully correlated or anti-correlated initial conditions, + this non-diagonal element is independent on k, and equal to +1 or -1. + */ + + double ** ddln_pk_ic_l; /**< second derivative of above array with respect to log(tau), for spline interpolation. So: + - for index_ic1 = index_ic, we spline ln[P(k)] vs. ln(k), which is + good since this function is usually smooth. + - for non-diagonal coefficients, we spline + P(k)_(index_ic1, index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2] + vs. ln(k), which is fine since this quantity is often assumed to be + constant (e.g for fully correlated/anticorrelated initial conditions) + or nearly constant, and with arbitrary sign. + */ + + double ** ln_pk_l; /**< Total matter power spectrum summed over initial conditions (linear). + Only depends on indices index_pk,index_k, index_tau as: + ln_pk[index_pk][index_tau * pfo->k_size + index_k] + */ + + double ** ddln_pk_l; /**< second derivative of above array with respect to log(tau), for spline interpolation. */ + + double ** ln_pk_nl; /**< Total matter power spectrum summed over initial conditions (nonlinear). + Only depends on indices index_pk,index_k, index_tau as: + ln_pk[index_pk][index_tau * pfo->k_size + index_k] + */ + + double ** ddln_pk_nl; /**< second derivative of above array with respect to log(tau), for spline interpolation. */ + + double * sigma8; /**< sigma8[index_pk] */ + + //@} + + /** @name - table non-linear corrections for matter density, sqrt(P_NL(k,z)/P_NL(k,z)) */ + + //@{ + + int k_size_extra;/** total number of k values of extrapolated k array (high k)*/ + + int tau_size; /**< tau_size = number of values */ + double * tau; /**< tau[index_tau] = list of time values, covering + all the values of the perturbation module */ + + double ** nl_corr_density; /**< nl_corr_density[index_pk][index_tau * ppt->k_size + index_k] */ + double ** k_nl; /**< wavenumber at which non-linear corrections become important, + defined differently by different non_linear_method's */ + int index_tau_min_nl; /**< index of smallest value of tau at which nonlinear corrections have been computed + (so, for tau= index_ic1; this number is just N(N+1)/2 where N = ic_size[index_md] */ + short ** is_non_zero; /**< for a given mode, is_non_zero[index_md][index_ic1_ic2] is set to true if the pair of initial conditions (index_ic1, index_ic2) are statistically correlated, or to false if they are uncorrelated */ + + //@} + + /** @name - information on number of type of C_l's (TT, TE...) */ + + //@{ + + int has_tt; /**< do we want \f$ C_l^{TT}\f$? (T = temperature) */ + int has_ee; /**< do we want \f$ C_l^{EE}\f$? (E = E-polarization) */ + int has_te; /**< do we want \f$ C_l^{TE}\f$? */ + int has_bb; /**< do we want \f$ C_l^{BB}\f$? (B = B-polarization) */ + int has_pp; /**< do we want \f$ C_l^{\phi\phi}\f$? (\f$ \phi \f$ = CMB lensing potential) */ + int has_tp; /**< do we want \f$ C_l^{T\phi}\f$? */ + int has_ep; /**< do we want \f$ C_l^{E\phi}\f$? */ + int has_dd; /**< do we want \f$ C_l^{dd}\f$? (d = density) */ + int has_td; /**< do we want \f$ C_l^{Td}\f$? */ + int has_pd; /**< do we want \f$ C_l^{\phi d}\f$? */ + int has_ll; /**< do we want \f$ C_l^{ll}\f$? (l = galaxy lensing potential) */ + int has_tl; /**< do we want \f$ C_l^{Tl}\f$? */ + int has_dl; /**< do we want \f$ C_l^{dl}\f$? */ + + int index_ct_tt; /**< index for type \f$ C_l^{TT} \f$*/ + int index_ct_ee; /**< index for type \f$ C_l^{EE} \f$*/ + int index_ct_te; /**< index for type \f$ C_l^{TE} \f$*/ + int index_ct_bb; /**< index for type \f$ C_l^{BB} \f$*/ + int index_ct_pp; /**< index for type \f$ C_l^{\phi\phi} \f$*/ + int index_ct_tp; /**< index for type \f$ C_l^{T\phi} \f$*/ + int index_ct_ep; /**< index for type \f$ C_l^{E\phi} \f$*/ + int index_ct_dd; /**< first index for type \f$ C_l^{dd} \f$((d_size*d_size-(d_size-non_diag)*(d_size-non_diag-1)/2) values) */ + int index_ct_td; /**< first index for type \f$ C_l^{Td} \f$(d_size values) */ + int index_ct_pd; /**< first index for type \f$ C_l^{pd} \f$(d_size values) */ + int index_ct_ll; /**< first index for type \f$ C_l^{ll} \f$((d_size*d_size-(d_size-non_diag)*(d_size-non_diag-1)/2) values) */ + int index_ct_tl; /**< first index for type \f$ C_l^{Tl} \f$(d_size values) */ + int index_ct_dl; /**< first index for type \f$ C_l^{dl} \f$(d_size values) */ + + int d_size; /**< number of bins for which density Cl's are computed */ + + int ct_size; /**< number of \f$ C_l \f$ types requested */ + + //@} + + /** @name - table of pre-computed C_l values, and related quantities */ + + //@{ + + int * l_size; /**< number of multipole values for each requested mode, l_size[index_md] */ + + int l_size_max; /**< greatest of all l_size[index_md] */ + + double * l; /**< list of multipole values l[index_l] */ + + + int ** l_max_ct; /**< last multipole (given as an input) at which + we want to output \f$ C_l\f$'s for a given mode and type; + l[index_md][l_size[index_md]-1] can be larger + than l_max[index_md], in order to ensure a + better interpolation with no boundary effects */ + + int * l_max; /**< last multipole (given as an input) at which + we want to output \f$ C_l\f$'s for a given mode (maximized over types); + l[index_md][l_size[index_md]-1] can be larger + than l_max[index_md], in order to ensure a + better interpolation with no boundary effects */ + + int l_max_tot; /**< last multipole (given as an input) at which + we want to output \f$ C_l\f$'s (maximized over modes and types); + l[index_md][l_size[index_md]-1] can be larger + than l_max[index_md], in order to ensure a + better interpolation with no boundary effects */ + + double ** cl; /**< table of anisotropy spectra for each mode, multipole, pair of initial conditions and types, cl[index_md][(index_l * phr->ic_ic_size[index_md] + index_ic1_ic2) * phr->ct_size + index_ct] */ + double ** ddcl; /**< second derivatives of previous table with respect to l, in view of spline interpolation */ + + //@} + + /** @name - technical parameters */ + + //@{ + + struct fourier * pfo; /**< a pointer to the fourier structure is + stored in the harmonic structure. This odd, + unusual and unelegant feature has been + introduced in v2.8 in order to keep in use + some deprecated functions harmonic_pk_...() + that are now pointing at new function + fourier_pk_...(). In the future, if the + deprecated functions are removed, it will + be possible to remove also this pointer. */ + + short harmonic_verbose; /**< flag regulating the amount of information sent to standard output (none if set to zero) */ + + ErrorMsg error_message; /**< zone for writing error messages */ + + //@} +}; + +/*************************************************************************************************************/ +/* @cond INCLUDE_WITH_DOXYGEN */ +/* + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + + /* external functions (meant to be called from other modules) */ + + int harmonic_cl_at_l( + struct harmonic * phr, + double l, + double * cl, + double ** cl_md, + double ** cl_md_ic + ); + + /* internal functions */ + + int harmonic_init( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct primordial * ppm, + struct fourier *pfo, + struct transfer * ptr, + struct harmonic * phr + ); + + int harmonic_free( + struct harmonic * phr + ); + + int harmonic_indices( + struct background * pba, + struct perturbations * ppt, + struct transfer * ptr, + struct primordial * ppm, + struct harmonic * phr + ); + + int harmonic_cls( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct transfer * ptr, + struct primordial * ppm, + struct harmonic * phr + ); + + int harmonic_compute_cl( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct transfer * ptr, + struct primordial * ppm, + struct harmonic * phr, + int index_md, + int index_ic1, + int index_ic2, + int index_l, + int cl_integrand_num_columns, + double * cl_integrand, + double * cl_integrand_limber, + double * primordial_pk, + double * transfer_ic1, + double * transfer_ic2 + ); + + int harmonic_k_and_tau( + struct background * pba, + struct perturbations * ppt, + struct fourier *pfo, + struct harmonic * phr + ); + + /* deprecated functions (since v2.8) */ + + int harmonic_pk_at_z( + struct background * pba, + struct harmonic * phr, + enum linear_or_logarithmic mode, + double z, + double * output_tot, + double * output_ic, + double * output_cb_tot, + double * output_cb_ic + ); + + int harmonic_pk_at_k_and_z( + struct background * pba, + struct primordial * ppm, + struct harmonic * phr, + double k, + double z, + double * pk, + double * pk_ic, + double * pk_cb, + double * pk_cb_ic + ); + + int harmonic_pk_nl_at_z( + struct background * pba, + struct harmonic * phr, + enum linear_or_logarithmic mode, + double z, + double * output_tot, + double * output_cb_tot + ); + + int harmonic_pk_nl_at_k_and_z( + struct background * pba, + struct primordial * ppm, + struct harmonic * phr, + double k, + double z, + double * pk_tot, + double * pk_cb_tot + ); + + int harmonic_fast_pk_at_kvec_and_zvec( + struct background * pba, + struct harmonic * phr, + double * kvec, + int kvec_size, + double * zvec, + int zvec_size, + double * pk_tot_out, + double * pk_cb_tot_out, + int nonlinear); + + int harmonic_sigma( + struct background * pba, + struct primordial * ppm, + struct harmonic * phr, + double R, + double z, + double *sigma + ); + + int harmonic_sigma_cb( + struct background * pba, + struct primordial * ppm, + struct harmonic * phr, + double R, + double z, + double *sigma_cb + ); + + /* deprecated functions (since v2.1) */ + + int harmonic_tk_at_z( + struct background * pba, + struct harmonic * phr, + double z, + double * output + ); + + int harmonic_tk_at_k_and_z( + struct background * pba, + struct harmonic * phr, + double k, + double z, + double * output + ); + + /* end deprecated functions */ + +#ifdef __cplusplus +} +#endif + +#endif +/* @endcond */ diff --git a/include/hyperspherical.h b/include/hyperspherical.h old mode 100755 new mode 100644 diff --git a/include/input.h b/include/input.h old mode 100755 new mode 100644 index 7302c21d..2206682a --- a/include/input.h +++ b/include/input.h @@ -5,144 +5,213 @@ #include "common.h" #include "parser.h" -#include "quadrature.h" -#include "background.h" -#include "thermodynamics.h" -#include "perturbations.h" -#include "transfer.h" -#include "primordial.h" -#include "spectra.h" -#include "nonlinear.h" -#include "lensing.h" -#include "output.h" + +#define _N_FILEROOT_ 100 /* Number of files that will be not overwritten for a given root */ /* macro for reading parameter values with routines from the parser */ -#define class_read_double(name,destination) \ - do { \ - class_call(parser_read_double(pfc,name,¶m1,&flag1,errmsg), \ - errmsg, \ - errmsg); \ - if (flag1 == _TRUE_) \ - destination = param1; \ + +#define class_read_double(name,destination) \ + do { \ + double param_temp; int flag_temp; \ + class_call(parser_read_double(pfc,name,¶m_temp,&flag_temp,errmsg), \ + errmsg, \ + errmsg); \ + if (flag_temp == _TRUE_){ \ + destination = param_temp; \ + } \ } while(0); -#define class_read_int(name,destination) \ - do { \ - class_call(parser_read_int(pfc,name,&int1,&flag1,errmsg), \ - errmsg, \ - errmsg); \ - if (flag1 == _TRUE_) \ - destination = int1; \ +#define class_read_int(name,destination) \ + do { \ + int int_temp,flag_temp; \ + class_call(parser_read_int(pfc,name,&int_temp,&flag_temp,errmsg), \ + errmsg, \ + errmsg); \ + if (flag_temp == _TRUE_){ \ + destination = int_temp; \ + } \ } while(0); -#define class_read_string(name,destination) \ - do { \ - class_call(parser_read_string(pfc,name,&string1,&flag1,errmsg), \ - errmsg, \ - errmsg); \ - if (flag1 == _TRUE_) \ - strcpy(destination,string1); \ +#define class_read_string(name,destination) \ + do { \ + char string_temp[_ARGUMENT_LENGTH_MAX_]; int flag_temp; \ + class_call(parser_read_string(pfc,name,&string_temp,&flag_temp,errmsg), \ + errmsg, \ + errmsg); \ + if (flag_temp == _TRUE_){ \ + strcpy(destination,string_temp); \ + } \ } while(0); -#define class_read_double_one_of_two(name1,name2,destination) \ - do { \ - class_call(parser_read_double(pfc,name1,¶m1,&flag1,errmsg), \ - errmsg, \ - errmsg); \ - class_call(parser_read_double(pfc,name2,¶m2,&flag2,errmsg), \ - errmsg, \ - errmsg); \ - class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), \ - errmsg, \ - "In input file, you can only enter one of %s, %s, choose one", \ - name1,name2); \ - if (flag1 == _TRUE_) \ - destination = param1; \ - if (flag2 == _TRUE_) \ - destination = param2; \ +#define class_read_flag(name,destination) \ + do { \ + char string_temp[_ARGUMENT_LENGTH_MAX_]; int flag_temp; \ + class_call(parser_read_string(pfc,name,&string_temp,&flag_temp,errmsg), \ + errmsg, \ + errmsg); \ + if (flag_temp == _TRUE_){ \ + if (string_begins_with(string_temp,'y') \ + || string_begins_with(string_temp,'Y') ){ \ + destination = _TRUE_; \ + } \ + else if (string_begins_with(string_temp,'n') \ + || string_begins_with(string_temp,'N') ){ \ + destination = _FALSE_; \ + } \ + else { \ + class_stop(errmsg,"incomprehensible input '%s' for the field '%s'.", \ + string_temp, name); \ + } \ + } \ } while(0); -#define class_at_least_two_of_three(a,b,c) \ - ((a == _TRUE_) && (b == _TRUE_)) || \ - ((a == _TRUE_) && (c == _TRUE_)) || \ - ((b == _TRUE_) && (c == _TRUE_)) +#define class_read_flag_or_deprecated(name,oldname,destination) \ + do { \ + char string_temp[_ARGUMENT_LENGTH_MAX_]; int flag_temp; \ + class_call(parser_read_string(pfc,name,&string_temp,&flag_temp,errmsg), \ + errmsg, \ + errmsg); \ + /* Compatibility code BEGIN */ \ + if (flag_temp == _FALSE_){ \ + class_call(parser_read_string(pfc,oldname,&string_temp,&flag_temp,errmsg),\ + errmsg, \ + errmsg); \ + } \ + /* Compatibility code END */ \ + if (flag_temp == _TRUE_){ \ + if (string_begins_with(string_temp,'y') \ + || string_begins_with(string_temp,'Y') ){ \ + destination = _TRUE_; \ + } \ + else if (string_begins_with(string_temp,'n') \ + || string_begins_with(string_temp,'N') ){ \ + destination = _FALSE_; \ + } \ + else { \ + class_stop(errmsg,"incomprehensible input '%s' for the field '%s'.", \ + string_temp, name); \ + } \ + } \ + } while(0); -#define class_none_of_three(a,b,c) \ - (a == _FALSE_) && (b == _FALSE_) && (c == _FALSE_) +#define class_read_double_one_of_two(name1,name2,destination) \ + do { \ + int flag_temp1,flag_temp2; \ + double param_temp1,param_temp2; \ + class_call(parser_read_double(pfc,name1,¶m_temp1,&flag_temp1,errmsg), \ + errmsg, \ + errmsg); \ + class_call(parser_read_double(pfc,name2,¶m_temp2,&flag_temp2,errmsg), \ + errmsg, \ + errmsg); \ + class_test((flag_temp1 == _TRUE_) && (flag_temp2 == _TRUE_), \ + errmsg, \ + "You can only enter one of '%s' or '%s'.", \ + name1,name2); \ + if (flag_temp1 == _TRUE_){ \ + destination = param_temp1; \ + } \ + if (flag_temp2 == _TRUE_){ \ + destination = param_temp2; \ + } \ + } while(0); -/* macro for reading parameter values with routines from the parser */ -#define class_read_list_of_doubles_or_default(name,destination,default,siz) \ - do { \ - class_call(parser_read_list_of_doubles(pfc,name, \ - &entries_read,&(destination),&flag1,errmsg), \ - errmsg, \ - errmsg); \ - if (flag1 == _TRUE_){ \ - class_test(entries_read != siz,errmsg, \ - "Number of entries in %s, %d, does not match expected number, %d.", \ - name,entries_read,siz); \ - }else{ \ - class_alloc(destination,siz*sizeof(double),errmsg); \ - for(n=0; nlt_size + index_lt] */ + multipole and types, + cl[index_l * ple->lt_size + index_lt] */ double * ddcl_lens; /**< second derivatives for interpolation */ @@ -108,10 +108,10 @@ extern "C" { ); int lensing_init( - struct precision * ppr, - struct perturbs * ppt, - struct spectra * psp, - struct nonlinear * pnl, + struct precision * ppr, + struct perturbations * ppt, + struct harmonic * phr, + struct fourier * pfo, struct lensing * ple ); @@ -120,18 +120,18 @@ extern "C" { ); int lensing_indices( - struct precision * ppr, - struct spectra * psp, + struct precision * ppr, + struct harmonic * phr, struct lensing * ple ); int lensing_lensed_cl_tt( - double *ksi, - double **d00, - double *w8, - int nmu, - struct lensing * ple - ); + double *ksi, + double **d00, + double *w8, + int nmu, + struct lensing * ple + ); int lensing_lensed_cl_te( double *ksiX, @@ -142,29 +142,29 @@ extern "C" { ); int lensing_lensed_cl_ee_bb( - double *ksip, - double *ksim, - double **d22, - double **d2m2, - double *w8, - int nmu, - struct lensing * ple - ); + double *ksip, + double *ksim, + double **d22, + double **d2m2, + double *w8, + int nmu, + struct lensing * ple + ); int lensing_addback_cl_tt( - struct lensing *ple, - double *cl_tt - ); + struct lensing *ple, + double *cl_tt + ); int lensing_addback_cl_te( - struct lensing *ple, - double *cl_te - ); + struct lensing *ple, + double *cl_te + ); int lensing_addback_cl_ee_bb( - struct lensing *ple, - double *cl_ee, - double *cl_bb - ); + struct lensing *ple, + double *cl_ee, + double *cl_bb + ); int lensing_X000( @@ -200,12 +200,12 @@ extern "C" { ); int lensing_Xp022( - double * mu, - int num_mu, - int lmax, - double * sigma2, - double ** Xp022 - ); + double * mu, + int num_mu, + int lmax, + double * sigma2, + double ** Xp022 + ); int lensing_X121( double * mu, @@ -260,25 +260,25 @@ extern "C" { ); int lensing_d22( - double * mu, - int num_mu, - int lmax, - double ** d22 - ); + double * mu, + int num_mu, + int lmax, + double ** d22 + ); int lensing_d20( - double * mu, - int num_mu, - int lmax, - double ** d20 - ); + double * mu, + int num_mu, + int lmax, + double ** d20 + ); int lensing_d31( - double * mu, - int num_mu, - int lmax, - double ** d3m1 - ); + double * mu, + int num_mu, + int lmax, + double ** d3m1 + ); int lensing_d3m1( double * mu, @@ -295,11 +295,11 @@ extern "C" { ); int lensing_d40( - double * mu, - int num_mu, - int lmax, - double ** d40 - ); + double * mu, + int num_mu, + int lmax, + double ** d40 + ); int lensing_d4m2( double * mu, @@ -320,4 +320,4 @@ extern "C" { #endif #endif -/* @endcond */ \ No newline at end of file +/* @endcond */ diff --git a/include/macros_precision.h b/include/macros_precision.h new file mode 100644 index 00000000..d54770db --- /dev/null +++ b/include/macros_precision.h @@ -0,0 +1,45 @@ +/** + * This file should not be modified + * */ + +#ifdef __ASSIGN_DEFAULT_PRECISION__ +#define class_precision_parameter(NAME,TYPE,DEF_VALUE) \ +ppr->NAME = DEF_VALUE; +#endif +#ifdef __ALLOCATE_PRECISION_PARAMETER__ +#define class_precision_parameter(NAME,TYPE,DEF_VALUE) \ +TYPE NAME; +#endif +#ifdef __PARSE_PRECISION_PARAMETER__ +#define class_precision_parameter(NAME,TYPE,DEF_VALUE) \ +class_read_ ## TYPE(#NAME,ppr->NAME); +#endif + + +#ifdef __ASSIGN_DEFAULT_PRECISION__ +#define class_string_parameter(NAME,DIR,STRING) \ +sprintf(ppr->NAME,__CLASSDIR__); \ +strcat(ppr->NAME,DIR); +#endif +#ifdef __ALLOCATE_PRECISION_PARAMETER__ +#define class_string_parameter(NAME,DIR,STRING) \ +FileName NAME; +#endif +#ifdef __PARSE_PRECISION_PARAMETER__ +#define class_string_parameter(NAME,DIR,STRING) \ +class_read_string(STRING,ppr->NAME); +#endif + + +#ifdef __ASSIGN_DEFAULT_PRECISION__ +#define class_type_parameter(NAME,READ_TP,REAL_TP,DEF_VAL) \ +ppr->NAME = DEF_VAL; +#endif +#ifdef __ALLOCATE_PRECISION_PARAMETER__ +#define class_type_parameter(NAME,READ_TP,REAL_TP,DEF_VAL) \ +REAL_TP NAME; +#endif +#ifdef __PARSE_PRECISION_PARAMETER__ +#define class_type_parameter(NAME,READ_TP,REAL_TP,DEF_VAL) \ +class_read_ ## READ_TP(#NAME,ppr->NAME); +#endif diff --git a/include/nonlinear.h b/include/nonlinear.h deleted file mode 100755 index 58fa64a4..00000000 --- a/include/nonlinear.h +++ /dev/null @@ -1,167 +0,0 @@ -/** @file nonlinear.h Documented includes for trg module */ - -#include "primordial.h" - -#ifndef __NONLINEAR__ -#define __NONLINEAR__ - -#define _M_EV_TOO_BIG_FOR_HALOFIT_ 10. /**< above which value of non-CDM mass (in eV) do we stop trusting halofit? */ - -enum non_linear_method {nl_none,nl_halofit}; -enum halofit_integral_type {halofit_integral_one, halofit_integral_two, halofit_integral_three}; - -/** - * Structure containing all information on non-linear spectra. - * - * Once initialized by nonlinear_init(), contains a table for all two points correlation functions - * and for all the ai,bj functions (containing the three points correlation functions), for each - * time and wave-number. - */ - -struct nonlinear { - - /** @name - input parameters initialized by user in input module - (all other quantities are computed in this module, given these - parameters and the content of the 'precision', 'background', - 'thermo', 'primordial' and 'spectra' structures) */ - - //@{ - - enum non_linear_method method; /**< method for computing non-linear corrections (none, Halogit, etc.) */ - - //@} - - /** @name - table non-linear corrections for matter density, sqrt(P_NL(k,z)/P_NL(k,z)) */ - - //@{ - - short has_pk_m; /**< do we want nonlinear corrections for total matter? */ - short has_pk_cb; /**< do we want nonlinear corrections for cdm+baryons? */ - - int index_pk_m; /**< index of pk for matter */ - int index_pk_cb; /**< index of pk for cold dark matter plus baryons */ - int pk_size; /**< k_size = total number of pk */ - - int k_size; /**< k_size = total number of k values */ - double * k; /**< k[index_k] = list of k values */ - - int tau_size; /**< tau_size = number of values */ - double * tau; /**< tau[index_tau] = list of time values */ - - double ** nl_corr_density; /**< nl_corr_density[index_pk][index_tau * ppt->k_size + index_k] */ - double ** k_nl; /**< wavenumber at which non-linear corrections become important, - defined differently by different non_linear_method's */ - int index_tau_min_nl; /**< index of smallest value of tau at which nonlinear corrections have been computed - (so, for tau> future_output; + +// To be called without arguments AFTER ANY parallel loop in order to actually execute the jobs. +// NEEDS TO BE CALLED BEFORE USING THE RESULTS! +#define class_finish_parallel() \ +for (std::future& future : future_output) { \ + if(future.get()!=_SUCCESS_) return _FAILURE_; \ +} \ +future_output.clear(); + +// +// thread_pool.h +// ppCLASS +// +// Created by Thomas Tram on 02/03/2020. +// Copyright 2020 Aarhus University. All rights reserved. +// +#ifndef THREAD_POOL_H +#define THREAD_POOL_H +#include +#include +#include +#include +#include +#include +#include +#include +#include + +namespace Tools { + +class NotificationQueue { +public: + bool TryPop(std::function& x) { + std::unique_lock lock(mutex_, std::try_to_lock); + if (!lock || queue_.empty()) { + return false; + } + x = std::move(queue_.front()); + queue_.pop_front(); + return true; + } + + bool Pop(std::function& x) { + std::unique_lock lock(mutex_); + while (queue_.empty() && !done_) { + ready_.wait(lock); + } + if (queue_.empty()) { + return false; + } + x = std::move(queue_.front()); + queue_.pop_front(); + return true; + } + + template + bool TryPush(F&& f) { + { + std::unique_lock lock(mutex_, std::try_to_lock); + if (!lock) { + return false; + } + queue_.emplace_back(std::forward(f)); + } + ready_.notify_one(); + return true; + } + + template + void Push(F&& f) { + { + std::unique_lock lock(mutex_); + queue_.emplace_back(std::forward(f)); + } + ready_.notify_one(); + } + + void Done() { + { + std::unique_lock lock(mutex_); + done_ = true; + } + ready_.notify_all(); + } +private: + std::deque> queue_; + bool done_ = false; + std::mutex mutex_; + std::condition_variable ready_; +}; + +class TaskSystem { +public: + TaskSystem(unsigned int count = GetNumThreads()) + : count_(count) + , index_(0) + , queues_{count_} { + for (unsigned int n = 0; n < count_; ++n) { + threads_.emplace_back([&, n]{ Run(n); }); + } + } + + ~TaskSystem() { + for (auto& e : queues_) e.Done(); + for (auto& e : threads_) e.join(); + } + + static unsigned int GetNumThreads() { + unsigned int number_of_threads = std::thread::hardware_concurrency(); + for (const std::string& env_var_name : {"OMP_NUM_THREADS", "SLURM_CPUS_PER_TASK"}) { + if (char* s = std::getenv(env_var_name.c_str())) { + int threads = std::atoi(s); + if ((threads > 0) && (threads <= 8192)) { + number_of_threads = threads; + break; + } + } + } + return number_of_threads; + } + + template + void Async(F&& f) { + auto i = index_++; + for (unsigned int n = 0; n < count_; ++n) { + if (queues_[(i + n) % count_].TryPush(std::forward(f))) { + return; + } + } + queues_[i % count_].Push(std::forward(f)); + } + + template + std::future::type> AsyncTask(F&& f) { + using return_type = typename std::result_of::type; + auto task = std::make_shared>(f); + std::future res = task->get_future(); + + auto work = [task](){ (*task)(); }; + unsigned int i = index_++; + for(unsigned int n = 0; n < count_; ++n) { + if(queues_[(i + n) % count_].TryPush(work)){ + return res; + } + } + queues_[i % count_].Push(work); + + return res; + } + + template + std::future::type> AsyncTask(F&& f, Args&&... args) { + using return_type = typename std::result_of::type; + auto task = std::make_shared>(std::bind(std::forward(f), std::forward(args)...)); + std::future res = task->get_future(); + + auto work = [task](){ (*task)(); }; + unsigned int i = index_++; + for(unsigned int n = 0; n < count_; ++n) { + if(queues_[(i + n) % count_].TryPush(work)){ + return res; + } + } + queues_[i % count_].Push(work); + + return res; + } + + unsigned int get_num_threads(){ + return count_; + } + +private: + void Run(unsigned int i) { + while (true) { + std::function f; + for (unsigned n = 0; n != count_; ++n) { + if (queues_[(i + n) % count_].TryPop(f)) { + break; + } + } + if (!f && !queues_[i].Pop(f)) { + break; + } + f(); + } + } + + const unsigned int count_; + std::vector threads_; + std::atomic index_; + std::vector queues_; +}; + +} +#endif diff --git a/include/parser.h b/include/parser.h index 0a7da143..1214231a 100644 --- a/include/parser.h +++ b/include/parser.h @@ -12,9 +12,9 @@ typedef char FileArg[_ARGUMENT_LENGTH_MAX_]; struct file_content { char * filename; int size; - FileArg * name; /**< list of (size) names */ - FileArg * value; /**< list of (size) values */ - short * read; /**< set to _TRUE_ if this parameter is effectively read */ + FileArg * name; /**< list of (size) names */ + FileArg * value; /**< list of (size) values */ + short * read; /**< set to _TRUE_ if this parameter is effectively read */ }; /**************************************************************/ @@ -26,97 +26,79 @@ struct file_content { extern "C" { #endif -int parser_read_file( - char * filename, - struct file_content * pfc, - ErrorMsg errmsg - ); - -int parser_init( - struct file_content * pfc, - int size, - char * filename, - ErrorMsg errmsg - ); - -int parser_free( - struct file_content * pfc - ); - -int parser_read_line( - char * line, - int * is_data, - char * name, - char * value, - ErrorMsg errmsg - ); - -int parser_read_int( - struct file_content * pfc, - char * name, - int * value, - int * found, - ErrorMsg errmsg - ); - -int parser_read_double( - struct file_content * pfc, - char * name, - double * value, - int * found, - ErrorMsg errmsg - ); - - int parser_read_double_and_position( - struct file_content * pfc, + int parser_init(struct file_content * pfc, + int size, + char * filename, + ErrorMsg errmsg); + + int parser_free(struct file_content * pfc); + + + int parser_read_file(char * filename, + struct file_content * pfc, + ErrorMsg errmsg); + + int parser_read_line(char * line, + int * is_data, + char * name, + char * value, + ErrorMsg errmsg); + + int parser_read_int(struct file_content * pfc, + char * name, + int * value, + int * found, + ErrorMsg errmsg); + + int parser_read_double(struct file_content * pfc, + char * name, + double * value, + int * found, + ErrorMsg errmsg); + + int parser_read_double_and_position(struct file_content * pfc, char * name, double * value, int * position, int * found, - ErrorMsg errmsg - ); - -int parser_read_string( - struct file_content * pfc, - char * name, - FileArg * value, - int * found, - ErrorMsg errmsg - ); - -int parser_read_list_of_doubles( - struct file_content * pfc, - char * name, - int * size, - double ** pointer_to_list, - int * found, - ErrorMsg errmsg - ); - -int parser_read_list_of_integers( - struct file_content * pfc, - char * name, - int * size, - int ** pointer_to_list, - int * found, - ErrorMsg errmsg - ); - -int parser_read_list_of_strings( - struct file_content * pfc, - char * name, - int * size, - char ** pointer_to_list, - int * found, - ErrorMsg errmsg - ); - -int parser_cat( - struct file_content * pfc1, - struct file_content * pfc2, - struct file_content * pfc3, - ErrorMsg errmsg - ); + ErrorMsg errmsg); + + int parser_read_string(struct file_content * pfc, + char * name, + FileArg * value, + int * found, + ErrorMsg errmsg); + + int parser_read_list_of_doubles(struct file_content * pfc, + char * name, + int * size, + double ** pointer_to_list, + int * found, + ErrorMsg errmsg); + + int parser_read_list_of_integers(struct file_content * pfc, + char * name, + int * size, + int ** pointer_to_list, + int * found, + ErrorMsg errmsg); + + int parser_read_list_of_strings(struct file_content * pfc, + char * name, + int * size, + char ** pointer_to_list, + int * found, + ErrorMsg errmsg); + + int parser_cat(struct file_content * pfc1, + struct file_content * pfc2, + struct file_content * pfc3, + ErrorMsg errmsg); + + int parser_check_options(char * strinput, + char ** options, + int N_options, + int* valid); #ifdef __cplusplus } diff --git a/include/perturbations.h b/include/perturbations.h old mode 100755 new mode 100644 index 8b50a9d2..0ab77751 --- a/include/perturbations.h +++ b/include/perturbations.h @@ -4,9 +4,6 @@ #define __PERTURBATIONS__ #include "thermodynamics.h" -#include "evolver_ndf15.h" -#include "evolver_rkck.h" -#include "rootfinder.h" #define _scalars_ ((ppt->has_scalars == _TRUE_) && (index_md == ppt->index_md_scalars)) #define _vectors_ ((ppt->has_vectors == _TRUE_) && (index_md == ppt->index_md_vectors)) @@ -18,7 +15,7 @@ * flags for various approximation schemes * (tca = tight-coupling approximation, * rsa = radiation streaming approximation, - * ufa = massless neutrinos / ultra-relativistic relics fluid approximation + * ufa = massless neutrinos / ultra-relativistic relics fluid approximation) * qs_smg = quasi-static scalar field approximation) * * CAUTION: must be listed below in chronological order, and cannot be @@ -30,6 +27,8 @@ enum tca_flags {tca_on, tca_off}; enum rsa_flags {rsa_off, rsa_on}; +enum tca_idm_dr_flags {tca_idm_dr_on, tca_idm_dr_off}; +enum rsa_idr_flags {rsa_idr_off, rsa_idr_on}; enum ufa_flags {ufa_off, ufa_on}; enum ncdmfa_flags {ncdmfa_off, ncdmfa_on}; @@ -51,6 +50,8 @@ enum qs_smg_flags {qs_smg_fd_0, qs_smg_qs_1, qs_smg_fd_2, qs_smg_qs_3, qs_smg_fd enum tca_method {first_order_MB,first_order_CAMB,first_order_CLASS,second_order_CRS,second_order_CLASS,compromise_CLASS}; enum rsa_method {rsa_null,rsa_MD,rsa_MD_with_reio,rsa_none}; +enum idr_method {idr_free_streaming,idr_fluid}; /* for the idm-idr case */ +enum rsa_idr_method {rsa_idr_none,rsa_idr_MD}; /* for the idm-idr case */ enum ufa_method {ufa_mb,ufa_hu,ufa_CLASS,ufa_none}; enum ncdmfa_method {ncdmfa_mb,ncdmfa_hu,ncdmfa_CLASS,ncdmfa_none}; enum tensor_methods {tm_photons_only,tm_massless_approximation,tm_exact}; @@ -72,17 +73,15 @@ enum possible_methods_qs_smg { //@{ enum possible_gauges { - newtonian, /**< newtonian (or longitudinal) gauge */ - synchronous /**< synchronous gauge with \f$ \theta_{cdm} = 0 \f$ by convention */ + newtonian, /**< newtonian (or longitudinal) gauge */ + synchronous /**< synchronous gauge with \f$ \theta_{cdm} = 0 \f$ by convention */ }; //@} - -// list of possible initial conditions for the perturbations +// list of possible initial conditions for the perturbations (_smg) enum pert_possible_initial_conditions {single_clock, zero, kin_only, gravitating_attr, ext_field_attr}; - //@{ /** @@ -104,15 +103,6 @@ enum selection_type {gaussian,tophat,dirac}; //@} -// /* coefficients of the Sawicki polynomial -// * needed to find growing mode -// * NOTE: I'm trying that the code does not inline these very long computations -// */ -// double c3_ic_smg; -// double c2_ic_smg; -// double c1_ic_smg; -// double c0_ic_smg; - /** * Structure containing everything about perturbations that other @@ -124,7 +114,7 @@ enum selection_type {gaussian,tophat,dirac}; * */ -struct perturbs +struct perturbations { /** @name - input parameters initialized by user in input module * (all other quantities are computed in this module, given these @@ -165,6 +155,7 @@ struct perturbs short has_density_transfers; /**< do we need to output individual matter density transfer functions? */ short has_velocity_transfers; /**< do we need to output individual matter velocity transfer functions? */ short has_metricpotential_transfers;/**< do we need to output individual transfer functions for scalar metric perturbations? */ + short has_Nbody_gauge_transfers; /**< should we convert density and velocity transfer functions to Nbody gauge? */ short has_nl_corrections_based_on_delta_m; /**< do we want to compute non-linear corrections with an algorithm relying on delta_m (like halofit)? */ @@ -177,7 +168,9 @@ struct perturbs int l_vector_max; /**< maximum l value for CMB vectors \f$ C_l \f$'s */ int l_tensor_max; /**< maximum l value for CMB tensors \f$ C_l \f$'s */ int l_lss_max; /**< maximum l value for LSS \f$ C_l \f$'s (density and lensing potential in bins) */ - double k_max_for_pk; /**< maximum value of k in 1/Mpc in P(k) (if \f$ C_l \f$'s also requested, overseeded by value kmax inferred from l_scalar_max if it is bigger) */ + double k_max_for_pk; /**< maximum value of k in 1/Mpc required for the output of P(k,z) and T(k,z) */ + + short want_lcmb_full_limber; /**< In general, do we want to use the full Limber scheme introduced in v3.2.2? With this full Limber scheme, the calculation of the CMB lensing potential spectrum C_l^phiphi for l > ppr->l_switch_limber is based on a new integration scheme. Compared to the previous scheme, which can be recovered by switching this parameter to _FALSE_, the new scheme uses a larger k_max and a coarser k-grid (or q-grid) than the CMB transfer function. The new scheme is used by default, because the old one is inaccurate at large l due to the too small k_max. */ int selection_num; /**< number of selection functions (i.e. bins) for matter density \f$ C_l \f$'s */ @@ -195,27 +188,17 @@ struct perturbs int store_perturbations; /**< Do we want to store perturbations? */ int k_output_values_num; /**< Number of perturbation outputs (default=0) */ double k_output_values[_MAX_NUMBER_OF_K_FILES_]; /**< List of k values where perturbation output is requested. */ - int *index_k_output_values; /**< List of indices corresponding to k-values close to k_output_values for each mode. [index_md*k_output_values_num+ik]*/ - char scalar_titles[_MAXTITLESTRINGLENGTH_]; /**< _DELIMITER_ separated string of titles for scalar perturbation output files. */ - char vector_titles[_MAXTITLESTRINGLENGTH_]; /**< _DELIMITER_ separated string of titles for vector perturbation output files. */ - char tensor_titles[_MAXTITLESTRINGLENGTH_]; /**< _DELIMITER_ separated string of titles for tensor perturbation output files. */ - int number_of_scalar_titles; /**< number of titles/columns in scalar perturbation output files */ - int number_of_vector_titles; /**< number of titles/columns in vector perturbation output files*/ - int number_of_tensor_titles; /**< number of titles/columns in tensor perturbation output files*/ - - - double * scalar_perturbations_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of double pointers to perturbation output for scalars */ - double * vector_perturbations_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of double pointers to perturbation output for vectors */ - double * tensor_perturbations_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of double pointers to perturbation output for tensors */ - int size_scalar_perturbation_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of sizes of scalar double pointers */ - int size_vector_perturbation_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of sizes of vector double pointers */ - int size_tensor_perturbation_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of sizes of tensor double pointers */ double three_ceff2_ur;/**< 3 x effective squared sound speed for the ultrarelativistic perturbations */ double three_cvis2_ur;/**< 3 x effective viscosity parameter for the ultrarelativistic perturbations */ double z_max_pk; /**< when we compute only the matter spectrum / transfer functions, but not the CMB, we are sometimes interested to sample source functions at very high redshift, way before recombination. This z_max_pk will then fix the initial sampling time of the sources. */ + double * alpha_idm_dr; /**< Angular contribution to collisional term at l>=2 for idm_fr-idr */ + double * beta_idr; /**< Angular contribution to collisional term at l>=2 for idr-idr */ + + int idr_nature; /**< Nature of the interacting dark radiation (free streaming or fluid) */ + //@} /** @name - useful flags inferred from the ones above */ @@ -225,6 +208,8 @@ struct perturbs short has_cmb; /**< do we need CMB-related sources (temperature, polarization) ? */ short has_lss; /**< do we need LSS-related sources (lensing potential, ...) ? */ + short has_idm_dr; /**< do we have idm-dr interactions? */ + short has_idm_soundspeed; /**< do we need to consider the dark matter sound speed in interaction models? */ //@} /** @name - gauge in which to perform the calculation */ @@ -266,40 +251,49 @@ struct perturbs //@{ - short has_source_t; /**< do we need source for CMB temperature? */ - short has_source_p; /**< do we need source for CMB polarization? */ - short has_source_delta_m; /**< do we need source for delta of total matter? */ - short has_source_delta_cb; /**< do we ALSO need source for delta of ONLY cdm and baryon? */ + short has_source_t; /**< do we need source for CMB temperature? */ + short has_source_p; /**< do we need source for CMB polarization? */ + short has_source_delta_m; /**< do we need source for delta of total matter? */ + short has_source_delta_cb; /**< do we ALSO need source for delta of ONLY cdm and baryon? */ + short has_source_delta_tot; /**< do we need source for delta total? */ short has_source_delta_g; /**< do we need source for delta of gammas? */ short has_source_delta_b; /**< do we need source for delta of baryons? */ short has_source_delta_cdm; /**< do we need source for delta of cold dark matter? */ + short has_source_delta_idm; /**< do we need source for delta of interacting dark matter */ + short has_source_delta_idr; /**< do we need source for delta of interacting dark radiation? */ short has_source_delta_dcdm; /**< do we need source for delta of DCDM? */ short has_source_delta_fld; /**< do we need source for delta of dark energy? */ short has_source_delta_scf; /**< do we need source for delta from scalar field? */ - short has_source_phi_smg; /**< do we need source for delta of scalar field? */ - short has_source_delta_dr; /**< do we need source for delta of decay radiation? */ - short has_source_delta_ur; /**< do we need source for delta of ultra-relativistic neutrinos/relics? */ + short has_source_delta_dr; /**< do we need source for delta of decay radiation? */ + short has_source_delta_ur; /**< do we need source for delta of ultra-relativistic neutrinos/relics? */ short has_source_delta_ncdm; /**< do we need source for delta of all non-cold dark matter species (e.g. massive neutrinos)? */ short has_source_theta_m; /**< do we need source for theta of total matter? */ - short has_source_theta_cb; /**< do we ALSO need source for theta of ONLY cdm and baryon? */ + short has_source_theta_cb; /**< do we ALSO need source for theta of ONLY cdm and baryon? */ + short has_source_theta_tot; /**< do we need source for theta total? */ short has_source_theta_g; /**< do we need source for theta of gammas? */ short has_source_theta_b; /**< do we need source for theta of baryons? */ short has_source_theta_cdm; /**< do we need source for theta of cold dark matter? */ + short has_source_theta_idm; /**< do we need source for theta of interacting dark matter */ + short has_source_theta_idr; /**< do we need source for theta of interacting dark radiation? */ short has_source_theta_dcdm; /**< do we need source for theta of DCDM? */ short has_source_theta_fld; /**< do we need source for theta of dark energy? */ short has_source_theta_scf; /**< do we need source for theta of scalar field? */ - short has_source_phi_prime_smg; /**< do we need source for theta of scalar field? */ - short has_source_theta_dr; /**< do we need source for theta of ultra-relativistic neutrinos/relics? */ - short has_source_theta_ur; /**< do we need source for theta of ultra-relativistic neutrinos/relics? */ + short has_source_theta_dr; /**< do we need source for theta of ultra-relativistic neutrinos/relics? */ + short has_source_theta_ur; /**< do we need source for theta of ultra-relativistic neutrinos/relics? */ short has_source_theta_ncdm; /**< do we need source for theta of all non-cold dark matter species (e.g. massive neutrinos)? */ - short has_source_phi; /**< do we need source for metric fluctuation phi? */ - short has_source_phi_prime; /**< do we need source for metric fluctuation phi'? */ + short has_source_phi; /**< do we need source for metric fluctuation phi? */ + short has_source_phi_prime; /**< do we need source for metric fluctuation phi'? */ short has_source_phi_plus_psi; /**< do we need source for metric fluctuation (phi+psi)? */ - short has_source_psi; /**< do we need source for metric fluctuation psi? */ - short has_source_h; /**< do we need source for metric fluctuation h? */ - short has_source_h_prime; /**< do we need source for metric fluctuation h'? */ - short has_source_eta; /**< do we need source for metric fluctuation eta? */ - short has_source_eta_prime; /**< do we need source for metric fluctuation eta'? */ + short has_source_psi; /**< do we need source for metric fluctuation psi? */ + short has_source_h; /**< do we need source for metric fluctuation h? */ + short has_source_h_prime; /**< do we need source for metric fluctuation h'? */ + short has_source_eta; /**< do we need source for metric fluctuation eta? */ + short has_source_eta_prime; /**< do we need source for metric fluctuation eta'? */ + short has_source_H_T_Nb_prime; /**< do we need source for metric fluctuation H_T_Nb'? */ + short has_source_k2gamma_Nb; /**< do we need source for metric fluctuation gamma in Nbody gauge? */ + short has_source_x_smg; /**< do we need source for scalar field smg? */ + short has_source_x_prime_smg;/**< do we need source for scalar field smg prime? */ + /* remember that the temperature source function includes three terms that we call 0,1,2 (since the strategy in class v > 1.7 is @@ -309,33 +303,37 @@ struct perturbs int index_tp_t1; /**< index value for temperature (j=1 term) */ int index_tp_t2; /**< index value for temperature (j=2 term) */ int index_tp_p; /**< index value for polarization */ - int index_tp_delta_m; /**< index value for delta tot */ + int index_tp_delta_m; /**< index value for matter density fluctuation */ int index_tp_delta_cb; /**< index value for delta cb */ + int index_tp_delta_tot; /**< index value for total density fluctuation */ int index_tp_delta_g; /**< index value for delta of gammas */ int index_tp_delta_b; /**< index value for delta of baryons */ int index_tp_delta_cdm; /**< index value for delta of cold dark matter */ + int index_tp_delta_idm; /**< index value for delta of interacting dark matter */ int index_tp_delta_dcdm;/**< index value for delta of DCDM */ int index_tp_delta_fld; /**< index value for delta of dark energy */ int index_tp_delta_scf; /**< index value for delta of scalar field */ - int index_tp_phi_smg; /**< index value for delta of scalar field */ int index_tp_delta_dr; /**< index value for delta of decay radiation */ int index_tp_delta_ur; /**< index value for delta of ultra-relativistic neutrinos/relics */ + int index_tp_delta_idr; /**< index value for delta of interacting dark radiation */ int index_tp_delta_ncdm1; /**< index value for delta of first non-cold dark matter species (e.g. massive neutrinos) */ int index_tp_perturbed_recombination_delta_temp; /**< Gas temperature perturbation */ int index_tp_perturbed_recombination_delta_chi; /**< Inionization fraction perturbation */ - int index_tp_theta_m; /**< index value for theta tot */ - int index_tp_theta_cb; /**< index value for theta cb */ - int index_tp_theta_g; /**< index value for theta of gammas */ - int index_tp_theta_b; /**< index value for theta of baryons */ - int index_tp_theta_cdm; /**< index value for theta of cold dark matter */ - int index_tp_theta_dcdm; /**< index value for theta of DCDM */ - int index_tp_theta_fld; /**< index value for theta of dark energy */ - int index_tp_theta_scf; /**< index value for theta of scalar field */ - int index_tp_phi_prime_smg; /**< index value for theta of scalar field */ - int index_tp_theta_ur; /**< index value for theta of ultra-relativistic neutrinos/relics */ - int index_tp_theta_dr; /**< index value for F1 of decay radiation */ - int index_tp_theta_ncdm1;/**< index value for theta of first non-cold dark matter species (e.g. massive neutrinos) */ + int index_tp_theta_m; /**< index value for matter velocity fluctuation */ + int index_tp_theta_cb; /**< index value for theta cb */ + int index_tp_theta_tot; /**< index value for total velocity fluctuation */ + int index_tp_theta_g; /**< index value for theta of gammas */ + int index_tp_theta_b; /**< index value for theta of baryons */ + int index_tp_theta_cdm; /**< index value for theta of cold dark matter */ + int index_tp_theta_dcdm; /**< index value for theta of DCDM */ + int index_tp_theta_fld; /**< index value for theta of dark energy */ + int index_tp_theta_scf; /**< index value for theta of scalar field */ + int index_tp_theta_ur; /**< index value for theta of ultra-relativistic neutrinos/relics */ + int index_tp_theta_idr; /**< index value for theta of interacting dark radiation */ + int index_tp_theta_idm; /**< index value for theta of interacting dark matter */ + int index_tp_theta_dr; /**< index value for F1 of decay radiation */ + int index_tp_theta_ncdm1; /**< index value for theta of first non-cold dark matter species (e.g. massive neutrinos) */ int index_tp_phi; /**< index value for metric fluctuation phi */ int index_tp_phi_prime; /**< index value for metric fluctuation phi' */ @@ -345,6 +343,10 @@ struct perturbs int index_tp_h_prime; /**< index value for metric fluctuation h' */ int index_tp_eta; /**< index value for metric fluctuation eta */ int index_tp_eta_prime; /**< index value for metric fluctuation eta' */ + int index_tp_H_T_Nb_prime; /**< index value for metric fluctuation H_T_Nb' */ + int index_tp_k2gamma_Nb; /**< index value for metric fluctuation gamma times k^2 in Nbody gauge */ + int index_tp_x_smg; /**< index value for scalar field smg */ + int index_tp_x_prime_smg; /**< index value for scalar field smg prime */ int * tp_size; /**< number of types tp_size[index_md] included in computation for each mode */ @@ -362,9 +364,11 @@ struct perturbs for non-CMB \f$ C_l \f$ calculations, requiring a coarse sampling in k-space. */ - int * k_size; /**< k_size[index_md] = total number of k - values, including those needed for P(k) but not - for \f$ C_l \f$'s */ + int k_size_pk; /**< number of k values for the P(k,z) and T(k,z) output, not including possible additional values for non-linear corrections */ + + int * k_size; /**< k_size[index_md] = total number of k values, + including those needed for all C_l, P(k), + nonlinear corrections */ double ** k; /**< k[index_md][index_k] = list of values */ @@ -378,9 +382,8 @@ struct perturbs //@{ - int tau_size; /**< tau_size = number of values */ - - double * tau_sampling; /**< tau_sampling[index_tau] = list of tau values */ + double * tau_sampling; /**< array of tau values */ + int tau_size; /**< number of values in this array */ double selection_min_of_tau_min; /**< used in presence of selection functions (for matter density, cosmic shear...) */ double selection_max_of_tau_max; /**< used in presence of selection functions (for matter density, cosmic shear...) */ @@ -400,9 +403,56 @@ struct perturbs double *** sources; /**< Pointer towards the source interpolation table sources[index_md] - [index_ic * ppt->tp_size[index_md] + index_type] + [index_ic * ppt->tp_size[index_md] + index_tp] [index_tau * ppt->k_size + index_k] */ + //@} + + /** @name - arrays related to the interpolation table for sources at late times, corresponding to z < z_max_pk (used for Fourier transfer function and spectra output) */ + + //@{ + + double * ln_tau; /**< log of the arrau tau_sampling, covering only the + final time range required for the output of + Fourier transfer functions (used for interpolations) */ + int ln_tau_size; /**< total number of values in this array */ + + double *** late_sources; /**< Pointer towards the source interpolation table + late_sources[index_md] + [index_ic * ppt->tp_size[index_md] + index_tp] + [index_tau * ppt->k_size + index_k] + Note that this is not a replication of part of the sources table, + it is just poiting towards the same memory zone, at the place where the late_sources actually start */ + + double *** ddlate_sources; /**< Pointer towards the splined source interpolation table with second derivatives with respect to time + ddlate_sources[index_md] + [index_ic * ppt->tp_size[index_md] + index_tp] + [index_tau * ppt->k_size + index_k] */ + + //@} + + /** @name - arrays storing the evolution of all sources for given k values, passed as k_output_values */ + + //@{ + + int * index_k_output_values; /**< List of indices corresponding to k-values close to k_output_values for each mode. + index_k_output_values[index_md*k_output_values_num+ik]*/ + + char scalar_titles[_MAXTITLESTRINGLENGTH_]; /**< _DELIMITER_ separated string of titles for scalar perturbation output files. */ + char vector_titles[_MAXTITLESTRINGLENGTH_]; /**< _DELIMITER_ separated string of titles for vector perturbation output files. */ + char tensor_titles[_MAXTITLESTRINGLENGTH_]; /**< _DELIMITER_ separated string of titles for tensor perturbation output files. */ + + int number_of_scalar_titles; /**< number of titles/columns in scalar perturbation output files */ + int number_of_vector_titles; /**< number of titles/columns in vector perturbation output files*/ + int number_of_tensor_titles; /**< number of titles/columns in tensor perturbation output files*/ + + double * scalar_perturbations_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of double pointers to perturbation output for scalars */ + double * vector_perturbations_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of double pointers to perturbation output for vectors */ + double * tensor_perturbations_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of double pointers to perturbation output for tensors */ + + int size_scalar_perturbation_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of sizes of scalar double pointers */ + int size_vector_perturbation_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of sizes of vector double pointers */ + int size_tensor_perturbation_data[_MAX_NUMBER_OF_K_FILES_]; /**< Array of sizes of tensor double pointers */ //@} @@ -427,12 +477,20 @@ struct perturbs //@{ - /** enumerator defining type of dynamical initial conditions */ + /** enumerator defining type of dynamical initial conditions */ enum pert_possible_initial_conditions pert_initial_conditions_smg; //@} + /* + Decide whether to use the equations with Vx (singular when phi_prime=0) + or the equations with delta_phi (defined only with covariant theories) + */ + short use_pert_var_deltaphi_smg; + + /* Get h' from Einstein trace rather than 00 (not only _smg!!) */ + short get_h_from_trace; }; @@ -443,7 +501,7 @@ struct perturbs * vectors changes when the approximation scheme changes. */ -struct perturb_vector +struct perturbations_vector { int index_pt_delta_g; /**< photon density */ int index_pt_theta_g; /**< photon velocity */ @@ -459,6 +517,8 @@ struct perturb_vector int index_pt_theta_b; /**< baryon velocity */ int index_pt_delta_cdm; /**< cdm density */ int index_pt_theta_cdm; /**< cdm velocity */ + int index_pt_delta_idm; /**< idm density */ + int index_pt_theta_idm; /**< idm velocity */ int index_pt_delta_dcdm; /**< dcdm density */ int index_pt_theta_dcdm; /**< dcdm velocity */ int index_pt_delta_fld; /**< dark energy density in true fluid case */ @@ -466,14 +526,20 @@ struct perturb_vector int index_pt_Gamma_fld; /**< unique dark energy dynamical variable in PPF case */ int index_pt_phi_scf; /**< scalar field density */ int index_pt_phi_prime_scf; /**< scalar field velocity */ - int index_pt_vx_smg; /**< scalar field density */ - int index_pt_vx_prime_smg; /**< scalar field velocity */ + int index_pt_x_smg; /**< scalar field perturbation */ + int index_pt_x_prime_smg; /**< scalar field perturbation derivative */ int index_pt_delta_ur; /**< density of ultra-relativistic neutrinos/relics */ int index_pt_theta_ur; /**< velocity of ultra-relativistic neutrinos/relics */ int index_pt_shear_ur; /**< shear of ultra-relativistic neutrinos/relics */ int index_pt_l3_ur; /**< l=3 of ultra-relativistic neutrinos/relics */ int l_max_ur; /**< max momentum in Boltzmann hierarchy (at least 3) */ -/* perturbed recombination */ + int index_pt_delta_idr; /**< density of interacting dark radiation */ + int index_pt_theta_idr; /**< velocity of interacting dark radiation */ + int index_pt_shear_idr; /**< shear of interacting dark radiation */ + int index_pt_l3_idr; /**< l=3 of interacting dark radiation */ + int l_max_idr; /**< max momentum in Boltzmann hierarchy (at least 3) for interacting dark radiation */ + + /* perturbed recombination */ int index_pt_perturbed_recombination_delta_temp; /**< Gas temperature perturbation */ int index_pt_perturbed_recombination_delta_chi; /**< Inionization fraction perturbation */ @@ -491,7 +557,7 @@ struct perturb_vector int index_pt_phi; /**< newtonian gauge metric perturbation phi */ int index_pt_hv_prime; /**< vector metric perturbation h_v' in synchronous gauge */ int index_pt_V; /**< vector metric perturbation V in Newtonian gauge */ - int index_pt_h_prime_from_trace_smg; + int index_pt_h_prime_from_trace; /**< synchronous gauge metric perturbation h_prime from the integrator (not only _smg) */ int index_pt_gw; /**< tensor metric perturbation h (gravitational waves) */ int index_pt_gwdot; /**< its time-derivative */ @@ -514,7 +580,7 @@ struct perturb_vector * (scalar/.../tensor) and each thread (in case of parallel computing) */ -struct perturb_workspace +struct perturbations_workspace { /** @name - all possible useful indices for those metric @@ -527,15 +593,17 @@ struct perturb_workspace int index_mt_phi_prime; /**< (d phi/d conf.time) in longitudinal gauge */ int index_mt_h_prime; /**< h' (wrt conf. time) in synchronous gauge */ int index_mt_h_prime_prime; /**< h'' (wrt conf. time) in synchronous gauge */ + int index_mt_eta; /**< eta in synchronous gauge */ int index_mt_eta_prime; /**< eta' (wrt conf. time) in synchronous gauge */ int index_mt_alpha; /**< \f$ \alpha = (h' + 6 \eta') / (2 k^2) \f$ in synchronous gauge */ int index_mt_alpha_prime; /**< \f$ \alpha'\f$ wrt conf. time) in synchronous gauge */ int index_mt_gw_prime_prime;/**< second derivative wrt conformal time of gravitational wave field, often called h */ int index_mt_V_prime; /**< derivative of Newtonian gauge vector metric perturbation V */ int index_mt_hv_prime_prime;/**< Second derivative of Synchronous gauge vector metric perturbation \f$ h_v\f$ */ - int index_mt_vx_prime_prime_smg;/**< second derivative of the scalar field perturb wrt confromal time - computed in perturb_einstein and passed to the integrator */ - int index_mt_vx_prime_smg; /**< first derivative of the scalar field perturb wrt conformal time */ - int index_mt_vx_smg; /**< scalar field perturbation */ + int index_mt_einstein00; /**< measure the deviations from the Einstein 00 equation. Useful if get_h_from_trace == _TRUE_ but also to add a friction term to the Einstein trace equation for h'' (not only _smg!!) */ + int index_mt_x_smg; /**< scalar field perturbation */ + int index_mt_x_prime_smg; /**< first derivative of the scalar field perturb wrt conformal time */ + int index_mt_x_prime_prime_smg;/**< second derivative of the scalar field perturb wrt confromal time - computed in perturbations_einstein and passed to the integrator */ int index_mt_rsa_p_smg; /**< correction to the evolution of ur and g species in radiation streaming approximation due to non-negligible pressure at late-times*/ int mt_size; /**< size of metric perturbation vector */ @@ -550,26 +618,35 @@ struct perturb_workspace double * pvecback; /**< background quantities */ double * pvecthermo; /**< thermodynamics quantities */ double * pvecmetric; /**< metric quantities */ - struct perturb_vector * pv; /**< pointer to vector of integrated - perturbations and their - time-derivatives */ + struct perturbations_vector * pv; /**< pointer to vector of integrated + perturbations and their + time-derivatives */ double delta_rho; /**< total density perturbation (gives delta Too) */ double rho_plus_p_theta; /**< total (rho+p)*theta perturbation (gives delta Toi) */ double rho_plus_p_shear; /**< total (rho+p)*shear (gives delta Tij) */ double delta_p; /**< total pressure perturbation (gives Tii) */ + double delta_rho_r; /**< radiation density perturbation */ + double rho_plus_p_theta_r; /**< radiation (rho+p)*theta perturbation */ + + double rho_plus_p_tot; /**< total (rho+p) (used to infer theta_tot from rho_plus_p_theta) */ + double gw_source; /**< stress-energy source term in Einstein's tensor equations (gives Tij[tensor]) */ double vector_source_pi; /**< first stress-energy source term in Einstein's vector equations */ double vector_source_v; /**< second stress-energy source term in Einstein's vector equations */ - double delta_rho_r; - double rho_plus_p_theta_r; double tca_shear_g; /**< photon shear in tight-coupling approximation */ double tca_slip; /**< photon-baryon slip in tight-coupling approximation */ + double tca_shear_idm_dr; /**< interacting dark radiation shear in tight coupling appproximation */ double rsa_delta_g; /**< photon density in radiation streaming approximation */ double rsa_theta_g; /**< photon velocity in radiation streaming approximation */ double rsa_delta_ur; /**< photon density in radiation streaming approximation */ double rsa_theta_ur; /**< photon velocity in radiation streaming approximation */ + double rsa_delta_idr; /**< interacting dark radiation density in dark radiation streaming approximation */ + double rsa_theta_idr; /**< interacting dark radiation velocity in dark radiation streaming approximation */ + + double theta_idm; /**< interacting dark matter velocity */ + double theta_idm_prime; /**< derivative of interacting dark matter velocity in regard to conformal time */ double * delta_ncdm; /**< relative density perturbation of each ncdm species */ double * theta_ncdm; /**< velocity divergence theta of each ncdm species */ @@ -582,11 +659,12 @@ struct perturb_workspace double theta_cb; /**< velocity divergence theta of only cdm and baryon */ double delta_rho_fld; /**< density perturbation of fluid, not so trivial in PPF scheme */ + double delta_p_fld; /**< pressure perturbation of fluid, very non-trivial in PPF scheme */ double rho_plus_p_theta_fld; /**< velocity divergence of fluid, not so trivial in PPF scheme */ double S_fld; /**< S quantity sourcing Gamma_prime evolution in PPF scheme (equivalent to eq. 15 in 0808.3125) */ double Gamma_prime_fld; /**< Gamma_prime in PPF scheme (equivalent to eq. 14 in 0808.3125) */ - FILE * perturb_output_file; /**< filepointer to output file*/ + FILE * perturbations_output_file; /**< filepointer to output file*/ int index_ikout; /**< index for output k value (when k_output_values is set) */ //@} @@ -608,9 +686,12 @@ struct perturb_workspace int index_ap_tca; /**< index for tight-coupling approximation */ int index_ap_rsa; /**< index for radiation streaming approximation */ + int index_ap_tca_idm_dr; /**< index for dark tight-coupling approximation (idm-idr) */ + int index_ap_rsa_idr; /**< index for dark radiation streaming approximation */ int index_ap_ufa; /**< index for ur fluid approximation */ int index_ap_ncdmfa; /**< index for ncdm fluid approximation */ int index_ap_qs_smg; /**< index for smg quasi-static approximation */ + double * tau_scheme_qs_smg; /* array with the quasi-static approximation times */ int ap_size; /**< number of relevant approximations for a given mode */ int * approx; /**< array of approximation flags holding at a given time: approx[index_ap] */ @@ -629,22 +710,22 @@ struct perturb_workspace }; /** - * Structure pointing towards all what the function that perturb_derivs + * Structure pointing towards all what the function that perturbations_derivs * needs to know: fixed input parameters and indices contained in the * various structures, workspace, etc. */ -struct perturb_parameters_and_workspace { +struct perturbations_parameters_and_workspace { struct precision * ppr; /**< pointer to the precision structure */ struct background * pba; /**< pointer to the background structure */ - struct thermo * pth; /**< pointer to the thermodynamics structure */ - struct perturbs * ppt; /**< pointer to the precision structure */ + struct thermodynamics * pth; /**< pointer to the thermodynamics structure */ + struct perturbations * ppt; /**< pointer to the precision structure */ int index_md; /**< index of mode (scalar/.../vector/tensor) */ int index_ic; /**< index of initial condition (adiabatic/isocurvature(s)/...) */ int index_k; /**< index of wavenumber */ double k; /**< current value of wavenumber in 1/Mpc */ - struct perturb_workspace * ppw; /**< workspace defined above */ + struct perturbations_workspace * ppw; /**< workspace defined above */ }; @@ -657,321 +738,300 @@ struct perturb_parameters_and_workspace { extern "C" { #endif - int perturb_sources_at_tau( - struct perturbs * ppt, - int index_md, - int index_ic, - int index_type, - double tau, - double * pvecsources - ); - - int perturb_init( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt - ); + int perturbations_sources_at_tau( + struct perturbations * ppt, + int index_md, + int index_ic, + int index_tp, + double tau, + double * psource_at_tau + ); - int perturb_free( - struct perturbs * ppt - ); + int perturbations_sources_at_z( + struct background * pba, + struct perturbations * ppt, + int index_md, + int index_ic, + int index_tp, + double z, + double * psource_at_z + ); - int perturb_free_nosource( - struct perturbs * ppt - ); + int perturbations_sources_at_k_and_z( + struct background * pba, + struct perturbations * ppt, + int index_md, + int index_ic, + int index_tp, + double k, + double z, + double * psource_at_k_and_z + ); - int perturb_indices_of_perturbs( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt + int perturbations_output_data_at_z( + struct background * pba, + struct perturbations * ppt, + enum file_format output_format, + double z, + int number_of_titles, + double *data + ); + + int perturbations_output_data_at_index_tau( + struct background * pba, + struct perturbations * ppt, + enum file_format output_format, + int index_tau, + int number_of_titles, + double *data + ); + + int perturbations_output_data( + struct background * pba, + struct perturbations * ppt, + enum file_format output_format, + double * tkfull, + int number_of_titles, + double *data + ); + + int perturbations_output_titles( + struct background *pba, + struct perturbations *ppt, + enum file_format output_format, + char titles[_MAXTITLESTRINGLENGTH_] ); - int perturb_timesampling_for_sources( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt - ); - int perturb_get_k_list( + int perturbations_output_firstline_and_ic_suffix( + struct perturbations *ppt, + int index_ic, + char first_line[_LINE_LENGTH_MAX_], + char ic_suffix[_SUFFIXNAMESIZE_] + ); + + int perturbations_init( struct precision * ppr, struct background * pba, - struct thermo * pth, - struct perturbs * ppt + struct thermodynamics * pth, + struct perturbations * ppt ); - int perturb_workspace_init( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - struct perturb_workspace * ppw - ); + int perturbations_free_input( + struct perturbations * ppt + ); - int perturb_workspace_free( - struct perturbs * ppt, - int index_md, - struct perturb_workspace * ppw - ); + int perturbations_free( + struct perturbations * ppt + ); - int perturb_solve( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - int index_ic, - int index_k, - struct perturb_workspace * ppw - ); - - int perturb_find_approximation_number( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - struct perturb_workspace * ppw, - double tau_ini, - double tau_end, - int * interval_number, - int * interval_number_of, - double * tau_scheme_qs_smg - ); + int perturbations_indices( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt + ); - int perturb_find_approximation_switches( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - struct perturb_workspace * ppw, - double tau_ini, - double tau_end, - double precision, - int interval_number, - int * interval_number_of, - double * interval_limit, - int ** interval_approx, - double * tau_scheme_qs_smg - ); - - int perturb_vector_init( + int perturbations_timesampling_for_sources( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt + ); + int perturbations_get_k_list( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt + ); + + int perturbations_workspace_init( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + struct perturbations_workspace * ppw + ); + + int perturbations_workspace_free( + struct perturbations * ppt, + int index_md, + struct perturbations_workspace * ppw + ); + + int perturbations_solve( struct precision * ppr, struct background * pba, - struct thermo * pth, - struct perturbs * ppt, + struct thermodynamics * pth, + struct perturbations * ppt, int index_md, int index_ic, - double k, - double tau, - struct perturb_workspace * ppw, - int * pa_old - ); - - int perturb_vector_free( - struct perturb_vector * pv + int index_k, + struct perturbations_workspace * ppw ); - int perturb_initial_conditions( - struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - int index_md, - int index_ic, - double k, - double tau, - struct perturb_workspace * ppw - ); - - int perturb_approximations( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - double tau, - struct perturb_workspace * ppw, - double * tau_scheme_qs_smg - ); + int perturbations_prepare_k_output( + struct background * pba, + struct perturbations * ppt + ); + + int perturbations_find_approximation_number( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + struct perturbations_workspace * ppw, + double tau_ini, + double tau_end, + int * interval_number, + int * interval_number_of + ); + + int perturbations_find_approximation_switches( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + struct perturbations_workspace * ppw, + double tau_ini, + double tau_end, + double precision, + int interval_number, + int * interval_number_of, + double * interval_limit, + int ** interval_approx + ); + + int perturbations_vector_init( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + int index_ic, + double k, + double tau, + struct perturbations_workspace * ppw, + int * pa_old + ); - int perturb_timescale( - double tau, - void * parameters_and_workspace, - double * timescale, - ErrorMsg error_message - ); - - int perturb_einstein( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - double tau, - double * y, - struct perturb_workspace * ppw - ); - - int perturb_total_stress_energy( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - double * y, - struct perturb_workspace * ppw - ); + int perturbations_vector_free( + struct perturbations_vector * pv + ); - int perturb_sources( - double tau, - double * pvecperturbations, - double * pvecderivs, - int index_tau, - void * parameters_and_workspace, - ErrorMsg error_message - ); + int perturbations_initial_conditions( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + int index_md, + int index_ic, + double k, + double tau, + struct perturbations_workspace * ppw + ); - int perturb_print_variables( + int perturbations_approximations( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + double tau, + struct perturbations_workspace * ppw + ); + + int perturbations_timescale( double tau, - double * y, - double * dy, void * parameters_and_workspace, + double * timescale, ErrorMsg error_message ); - int perturb_derivs( - double tau, - double * y, - double * dy, - void * parameters_and_workspace, - ErrorMsg error_message - ); - - int perturb_tca_slip_and_shear( - double * y, - void * parameters_and_workspace, - ErrorMsg error_message - ); - - int perturb_rsa_delta_and_theta( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - double k, - double * y, - double a_prime_over_a, - double * pvecthermo, - struct perturb_workspace * ppw - ); - - int perturb_prepare_output_file(struct background * pba, - struct perturbs * ppt, - struct perturb_workspace * ppw, - int index_ikout, - int index_md); + int perturbations_einstein( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + double tau, + double * y, + struct perturbations_workspace * ppw + ); - int perturb_prepare_output(struct background * pba, - struct perturbs * ppt); + int perturbations_total_stress_energy( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + double * y, + struct perturbations_workspace * ppw + ); - int perturb_test_ini_grav_ic_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt); + int perturbations_sources( + double tau, + double * pvecperturbations, + double * pvecderivs, + int index_tau, + void * parameters_and_workspace, + ErrorMsg error_message + ); - int perturb_test_ini_extfld_ic_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt); + int perturbations_print_variables( + double tau, + double * y, + double * dy, + void * parameters_and_workspace, + ErrorMsg error_message + ); + + int perturbations_derivs( + double tau, + double * y, + double * dy, + void * parameters_and_workspace, + ErrorMsg error_message + ); + + int perturbations_tca_slip_and_shear( + double * y, + void * parameters_and_workspace, + ErrorMsg error_message + ); - int perturb_test_at_k_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double k, - double tau, - int *approx); + int perturbations_rsa_delta_and_theta( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + double k, + double * y, + double a_prime_over_a, + double * pvecthermo, + struct perturbations_workspace * ppw, + ErrorMsg error_message + ); - int perturb_test_ini_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double k_min, - double k_max, - double a_ini); + int perturbations_rsa_idr_delta_and_theta( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + double k, + double * y, + double a_prime_over_a, + double * pvecthermo, + struct perturbations_workspace * ppw, + ErrorMsg error_message + ); - int perturb_find_scheme_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double k, - double tau_ini, - double tau_end, - double * tau_scheme_qs_smg); - - int sample_mass_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double k, - double tau_ini, - double tau_end, - double * tau_sample, - double * mass_sample, - double * rad_sample, - double * slope_sample, - int *size_sample); - - int mass_to_approx_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double tau_ini, - double tau_end, - double * tau_sample, - double * mass_sample, - double * rad_sample, - int * approx_sample, - int size_sample); - - int shorten_first_qs_smg(double * tau_sample, - double * slope_sample, - int * approx_sample, - int size_sample, - double * tau_array, - double * slope_array, - int * approx_array, - int *size_array, - double tau_end); - - int correct_with_slope_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double tau_ini, - double tau_end, - double * tau_array, - double * slope_array, - int * approx_array, - int size_array); - - int shorten_second_qs_smg(double * tau_array, - int * approx_array, - int size_array, - double * tau_scheme, - int * approx_scheme, - int *size_scheme); - - int fit_real_scheme_qs_smg(double tau_end, - int * approx_scheme, - double * tau_scheme, - int size_scheme, - double * tau_export); - - int calc_extfld_ampl(int n, double kin, double bra, double dbra, double run, double ten, double DelM2, - double Omx, double wx, double l1, double l2, double l3, double l4, - double l5, double l6,double l7,double l8, double cs2num, double Dd, double ic_regulator_smg, - double * amplitude); #ifdef __cplusplus } #endif diff --git a/include/precisions.h b/include/precisions.h new file mode 100644 index 00000000..ad48e652 --- /dev/null +++ b/include/precisions.h @@ -0,0 +1,640 @@ +#include "macros_precision.h" + +/* + * Background Quantities + */ + +/** + * Default initial value of scale factor used in the integration of background quantities. + * For models like ncdm, the code may decide to start the integration earlier. + */ +class_precision_parameter(a_ini_over_a_today_default,double,1.e-14) +/** + * Number of background integration steps that are stored in the output vector + */ +class_precision_parameter(background_Nloga,int,40000) +/** + * Evolver to be used for thermodynamics (rk, ndf15) + */ +class_type_parameter(background_evolver,int,enum evolver_type,ndf15) +/** + * Tolerance of the background integration, giving the allowed relative integration error. + * (used by both evolvers) + */ +class_precision_parameter(tol_background_integration,double,1.e-10) +/** + * Only relevant for rk evolver: the default integration step is given + * by this number multiplied by the timescale defined in + * background_timescale (given by the sampling step) + */ +class_precision_parameter(background_integration_stepsize,double,0.5) +/** + * Tolerance of the deviation of \f$ \Omega_r \f$ from 1 for which to start integration: + * The starting point of integration will be chosen, + * such that the Omega of radiation at that point is close to 1 within tolerance. + * (Class starts background integration during complete radiation domination) + */ +class_precision_parameter(tol_initial_Omega_r,double,1.e-4) +/** + * Tolerance of relative deviation of the used non-cold dark matter mass compared to that which would give the correct density. + * The dark matter mass is estimated from the dark matter density using a Newton-Method. + * In the nonrelativistic limit, this could be estimated using M=density/number density + */ +class_precision_parameter(tol_M_ncdm,double,1.e-7) +/** + * Tolerance on the relative precision of the integration over + * non-cold dark matter phase-space distributions. + */ +class_precision_parameter(tol_ncdm,double,1.e-3) +/** + * Tolerance on the relative precision of the integration over + * non-cold dark matter phase-space distributions in the synchronous gauge. + */ +class_precision_parameter(tol_ncdm_synchronous,double,1.e-3) +/** + * Tolerance on the relative precision of the integration over + * non-cold dark matter phase-space distributions in the newtonian gauge. + */ +class_precision_parameter(tol_ncdm_newtonian,double,1.e-5) +/** + * Tolerance on the relative precision of the integration over + * non-cold dark matter phase-space distributions during the background evolution. + */ +class_precision_parameter(tol_ncdm_bg,double,1.e-5) +/** + * Tolerance on the initial deviation of non-cold dark matter from being fully relativistic. + * Using w = pressure/density, this quantifies the maximum deviation from 1/3. (for relativistic species) + */ +class_precision_parameter(tol_ncdm_initial_w,double,1.e-3) +/** + * Tolerance on the deviation of the conformal time of equality from the true value in 1/Mpc. + */ +class_precision_parameter(tol_tau_eq,double,1.e-6) + +/** + * Minimum amount of cdm to allow calculations in synchronous gauge comoving with cdm. + */ +class_precision_parameter(Omega0_cdm_min_synchronous,double,1.e-10) + +/** + * Absolute tolerance of root x during shooting (only 2D case) + */ +class_precision_parameter(tol_shooting_deltax,double,1.e-4) +/** + * Absolute tolerance of function value F during shooting (only 2D case) + */ +class_precision_parameter(tol_shooting_deltaF,double,1.e-6) +/** + * Relative tolerance of root x during shooting (only 1D case) + */ +class_precision_parameter(tol_shooting_deltax_rel,double,1.e-5) +/** + * Tolerance on input of various fractions (e.g. f_idm) + */ +class_precision_parameter(tol_fraction_accuracy,double,1.e-10) +/** + * Threshold value of M_ncdm=T_ncdm/m_ncdm above wich a species is + * considered a "non-free-streaming" when comuting the parameter + * Omega0_nfsm, relevant for HyRec and non-linear correction + * algorithms + */ +class_precision_parameter(M_nfsm_threshold,double,1.e4) +/* + * Currently unused parameter. + */ + +//class_precision_parameter(safe_phi_scf,double,0.0) +/** + * Big Bang Nucleosynthesis file path. The file specifies the predictions for + * \f$ Y_\mathrm{He} \f$ for given \f$ \omega_b \f$ and \f$ N_\mathrm{eff} \f$. + */ +class_string_parameter(sBBN_file,"/external/bbn/sBBN_2017.dat","sBBN file") + +/* + * Thermodynamical quantities + */ + +/** + * The initial z for the calculation of the recombination history + */ +class_precision_parameter(thermo_z_initial,double,5.e6) +/** + * The initial z for the calculation of the recombination history in + * presence of idm (unless the later is tightly-coupled at this + * redshift) + */ +class_precision_parameter(thermo_z_initial_if_idm,double,1.e9) +/** + * The switch z for the recfast calculation towards linear sampling + */ +class_precision_parameter(thermo_z_linear,double,1.e4) +/** + * Number of recfast integration steps (linear sampling, intermdiate times between z_linear and reionization) + */ +class_precision_parameter(thermo_Nz_lin,int,20000) +/** + * Number of recfast integration steps (logarithmnic sampling. early times between z-initial and z_linear) + */ +class_precision_parameter(thermo_Nz_log,int,5000) +/** + * Evolver to be used for thermodynamics (rk, ndf15) + */ +class_type_parameter(thermo_evolver,int,enum evolver_type,ndf15) +/** + * Tolerance of the relative value of integral during thermodynamical integration + * (used by both evolvers) + */ +class_precision_parameter(tol_thermo_integration,double,1.0e-6) +/** + * Only relevant for rk evolver: the default integration step is given + * by this number multiplied by the timescale defined in + * thermodynamics_timescale (given by the sampling step) + */ +class_precision_parameter(thermo_integration_stepsize,double,0.1) +/** + * Smoothing in redshift of the variation rate of \f$ \exp(-\kappa) \f$, g, and \f$ \frac{dg}{d\tau} \f$ that is used as a timescale afterwards + */ +class_precision_parameter(thermo_rate_smoothing_radius,int,50) +/** + * Redshift at which CLASS starts to test for too early re-ionization and/or incomplete recombination. + */ +class_precision_parameter(z_end_reco_test,double,500.) +/** + * Number of sampling points in the case of primordial black holes in ln(1+z) + */ +class_precision_parameter(primordial_black_hole_Nz,int,75000) +/** + * Number of sampling points in the case of the coarse sampling in noninjection.c in ln(1+z) + */ +class_precision_parameter(noninjection_Nz_log,int,1000) +/** + * Number of discrete wavenumbers for dissipation of acoustic waves (found to be giving a reasonable precision) + */ +class_precision_parameter(noninjection_Nk_acc_diss,int,500) +class_precision_parameter(k_min_acc_diss,double,0.12) /**< Minimum wavenumber for dissipation of acoustic waves */ +class_precision_parameter(k_max_acc_diss,double,1.e6) /**< Maximum wavenumber for dissipation of acoustic waves */ +class_precision_parameter(z_wkb_acc_diss,double,1.e6) /**< Redshift of the WKB approximation for diss. of acoustic waves */ + +/* + * Recfast 1.4/1.5 parameters + */ + +class_precision_parameter(recfast_Heswitch,int,6) /**< from recfast 1.4, specifies how accurate the Helium recombination should be handled */ +class_precision_parameter(recfast_fudge_He,double,0.86) /**< from recfast 1.4, fugde factor for Peeble's equation coefficient of Helium */ +class_precision_parameter(recfast_Hswitch,int,_TRUE_) /**< from recfast 1.5, specifies how accurate the Hydrogen recombination should be handled */ +class_precision_parameter(recfast_fudge_H,double,1.14) /**< from recfast 1.4, fudge factor for Peeble's equation coeffient of Hydrogen */ +class_precision_parameter(recfast_delta_fudge_H,double,-0.015) /**< from recfast 1.5.2, increasing Hydrogen fudge factor if Hswitch is enabled */ +class_precision_parameter(recfast_AGauss1,double,-0.14) /**< from recfast 1.5, Gaussian Peeble prefactor fit, amplitude */ +class_precision_parameter(recfast_AGauss2,double,0.079) /**< from recfast 1.5.2, Gaussian Peeble prefactor fit, amplitude */ +class_precision_parameter(recfast_zGauss1,double,7.28) /**< from recfast 1.5, Gaussian Peeble prefactor fit, center */ +class_precision_parameter(recfast_zGauss2,double,6.73) /**< from recfast 1.5.2, Gaussian Peeble prefactor fit, center */ +class_precision_parameter(recfast_wGauss1,double,0.18) /**< from recfast 1.5, Gaussian Peeble prefactor fit, width */ +class_precision_parameter(recfast_wGauss2,double,0.33) /**< from recfast 1.5, Gaussian Peeble prefactor fit, width */ + +class_precision_parameter(recfast_z_He_1,double,8000.0) /**< from recfast 1.4, Starting value of Helium recombination 1 */ +class_precision_parameter(recfast_delta_z_He_1,double,50.0) /**< Smoothing factor for recombination approximation switching, found to be OK on 3.09.10 */ +class_precision_parameter(recfast_z_He_2,double,4500.0) /**< from recfast 1.4, Ending value of Helium recombination 1, changed on 28.10.20 from 5000 to 4500 */ +class_precision_parameter(recfast_delta_z_He_2,double,100.0)/**< Smoothing factor for recombination approximation switching, found to be OK on 3.09.10 */ +class_precision_parameter(recfast_z_He_3,double,3500.0) /**< from recfast 1.4, Starting value of Helium recombination 2 */ +class_precision_parameter(recfast_delta_z_He_3,double,50.0) /**< Smoothing factor for recombination approximation switching, found to be OK on 3.09.10 */ + +class_precision_parameter(recfast_z_early_H_recombination,double,2870.) /**< from class 3.0, redshift at beginning of early H-recombination (analytic approximation possible), replaces condition */ +class_precision_parameter(recfast_delta_z_early_H_recombination,double,50.) /**< from class 3.0, smoothing radius delta z for beginning of early H-recombination period */ + +class_precision_parameter(recfast_z_full_H_recombination,double,1600.) /**< from class 3.0, redshift at beignning of full H recombination (always use full equations), replaces condition x_H < recfast_x_H0_trigger */ +class_precision_parameter(recfast_delta_z_full_H_recombination,double,50.) /**< from class 3.0, smoothing radius delta z for full H-recombination period */ + +class_precision_parameter(recfast_delta_z_reio,double,2.) /**< from class 3.0, smoothing radius delta z for reionization period */ + +class_precision_parameter(recfast_x_He0_trigger,double,0.995) /**< Switch for Helium full calculation during reco, raised from 0.99 to 0.995 for smoother Helium */ +class_precision_parameter(recfast_x_He0_trigger2,double,0.995) /**< Switch for Helium full calculation during reco, for changing Helium flag, raised from 0.985 to same as previous one for smoother Helium */ +class_precision_parameter(recfast_x_He0_trigger_delta,double,0.05) /**< Smoothing factor for recombination approximation switching, found to be OK on 3.09.10 */ +class_precision_parameter(recfast_x_H0_trigger,double,0.995) /**< Switch for Hydrogen full calculation during reco, raised from 0.99 to 0.995 for smoother Hydrogen */ +class_precision_parameter(recfast_x_H0_trigger2,double,0.995) /**< Switch for Hydrogen full calculation during reco, for changing Hydrogen flag, raised from 0.98 to same as previous one for smoother Hydrogen */ +class_precision_parameter(recfast_x_H0_trigger_delta,double,0.05) /**< Smoothing factor for recombination approximation switching, found to be OK on 3.09.10 */ + +//class_precision_parameter(recfast_H_frac,double,1.0e-3) /**< from recfast 1.4, specifies the time at which the temperature evolution is calculated by the more precise equation, not used currently */ +/** + * This is an important flag for energy injections! It also modifies wether recfast will switch approximation schemes or not. + */ +class_precision_parameter(recfast_z_switch_late,double,800.) + +/* + * Hyrec Parameters + */ + +class_string_parameter(hyrec_path,"/external/HyRec2020/","hyrec_path") /**< Path to hyrec */ + +/* + * Reionization parameters + */ + +class_precision_parameter(reionization_z_start_max,double,50.0) /**< Maximum starting value in z for reionization */ +class_precision_parameter(reionization_sampling,double,1.5e-2) /**< Minimum sampling density in z during reionization */ +class_precision_parameter(reionization_optical_depth_tol,double,1.0e-4) /**< Relative tolerance on finding the user-given optical depth of reionization given a certain redshift of reionization */ +class_precision_parameter(reionization_start_factor,double,8.0) /**< Searching optical depth corresponding to the redshift is started from an initial offset beyond z_reionization_start, multiplied by reionization_width */ + +/* + * Heating parameters + */ + +class_string_parameter(chi_z_Galli,"/external/heating/Galli_et_al_2013.dat","Galli_file") /**< File containing the chi approximation according to Galli et al 2013 */ +class_precision_parameter(z_start_chi_approx,double,2.0e3) /**< Switching redshift from full heating to chosen approx for deposition function */ + +/* + * Perturbation parameters + */ + +class_precision_parameter(k_min_tau0,double,0.1) /**< number defining k_min for the computation of Cl's and P(k)'s (dimensionless): (k_min tau_0), usually chosen much smaller than one */ + +class_precision_parameter(k_max_tau0_over_l_max,double,1.8) /**< number defining k_max for the computation of Cl's (dimensionless): (k_max tau_0)/l_max, usually chosen around two. In v3.2.2: lowered from 2.4 to 1.8, because the high value 2.4 was needed to keep CMB lensing accurate enough. With the new Limber scheme, this will be the case anyway, and k_max can be lowered in other observables in order to speed up the code. */ +class_precision_parameter(k_step_sub,double,0.05) /**< step in k space, in units of one period of acoustic oscillation at decoupling, for scales inside sound horizon at decoupling */ +class_precision_parameter(k_step_super,double,0.002) /**< step in k space, in units of one period of acoustic oscillation at decoupling, for scales above sound horizon at decoupling */ +class_precision_parameter(k_step_transition,double,0.2) /**< dimensionless number regulating the transition from 'sub' steps to 'super' steps. Decrease for more precision. */ +class_precision_parameter(k_step_super_reduction,double,0.1) /**< the step k_step_super is reduced by this amount in the k-->0 limit (below scale of Hubble and/or curvature radius) */ + +class_precision_parameter(k_per_decade_for_pk,double,10.0) /**< if values needed between kmax inferred from k_oscillations and k_kmax_for_pk, this gives the number of k per decade outside the BAO region*/ + +class_precision_parameter(idmdr_boost_k_per_decade_for_pk,double,1.0) /**< boost factor for the case of DAO in idm-idr models */ + +class_precision_parameter(k_per_decade_for_bao,double,70.0) /**< if values needed between kmax inferred from k_oscillations and k_kmax_for_pk, this gives the number of k per decade inside the BAO region (for finer sampling)*/ + +class_precision_parameter(k_bao_center,double,3.0) /**< in ln(k) space, the central value of the BAO region where sampling is finer is defined as k_rec times this number (recommended: 3, i.e. finest sampling near 3rd BAO peak) */ + +class_precision_parameter(k_bao_width,double,4.0) /**< in ln(k) space, width of the BAO region where sampling is finer: this number gives roughly the number of BAO oscillations well resolved on both sides of the central value (recommended: 4, i.e. finest sampling from before first up to 3+4=7th peak) */ + +class_precision_parameter(start_small_k_at_tau_c_over_tau_h,double,0.0015) /**< largest wavelengths start being sampled when universe is sufficiently opaque. This is quantified in terms of the ratio of thermo to hubble time scales, \f$ \tau_c/\tau_H \f$. Start when start_largek_at_tau_c_over_tau_h equals this ratio. Decrease this value to start integrating the wavenumbers earlier in time. */ + +class_precision_parameter(start_large_k_at_tau_h_over_tau_k,double,0.07) /**< largest wavelengths start being sampled when mode is sufficiently outside Hubble scale. This is quantified in terms of the ratio of hubble time scale to wavenumber time scale, \f$ \tau_h/\tau_k \f$ which is roughly equal to (k*tau). Start when this ratio equals start_large_k_at_tau_k_over_tau_h. Decrease this value to start integrating the wavenumbers earlier in time. */ + +/** + * when to switch off tight-coupling approximation: first condition: + * \f$ \tau_c/\tau_H \f$ > tight_coupling_trigger_tau_c_over_tau_h. + * Decrease this value to switch off earlier in time. If this + * number is larger than start_sources_at_tau_c_over_tau_h, the code + * returns an error, because the source computation requires + * tight-coupling to be switched off. + */ +class_precision_parameter(tight_coupling_trigger_tau_c_over_tau_h,double,0.015) + +/** + * when to switch off tight-coupling approximation: + * second condition: \f$ \tau_c/\tau_k \equiv k \tau_c \f$ < + * tight_coupling_trigger_tau_c_over_tau_k. + * Decrease this value to switch off earlier in time. + */ +class_precision_parameter(tight_coupling_trigger_tau_c_over_tau_k,double,0.01) + +/** + * when to switch off tight-coupling approximation: + * third condition: for the case of idm with photons. + */ +class_precision_parameter(tight_coupling_trigger_tau_c_over_tau_dmu_idm_g, double, 0.01); + +/** + * when to switch off tight-coupling approximation: + * fourth condition: for the case of idm with baryons. + */ +class_precision_parameter(tight_coupling_trigger_tau_c_over_tau_R_idm_b, double, 0.01) + +class_precision_parameter(start_sources_at_tau_c_over_tau_h,double,0.008) /**< sources start being sampled when universe is sufficiently opaque. This is quantified in terms of the ratio of thermo to hubble time scales, \f$ \tau_c/\tau_H \f$. Start when start_sources_at_tau_c_over_tau_h equals this ratio. Decrease this value to start sampling the sources earlier in time. */ + +class_precision_parameter(tight_coupling_approximation,int,(int)compromise_CLASS) /**< method for tight coupling approximation */ + +class_precision_parameter(idm_dr_tight_coupling_trigger_tau_c_over_tau_k,double,0.01) /**< when to switch off the dark-tight-coupling approximation, first condition (see normal tca for full definition) */ +class_precision_parameter(idm_dr_tight_coupling_trigger_tau_c_over_tau_h,double,0.015) /**< when to switch off the dark-tight-coupling approximation, second condition (see normal tca for full definition) */ + +class_precision_parameter(l_max_g,int,12) /**< number of momenta in Boltzmann hierarchy for photon temperature (scalar), at least 4 */ +class_precision_parameter(l_max_pol_g,int,10) /**< number of momenta in Boltzmann hierarchy for photon polarization (scalar), at least 4 */ +class_precision_parameter(l_max_dr,int,17) /**< number of momenta in Boltzmann hierarchy for decay radiation, at least 4 */ +class_precision_parameter(l_max_ur,int,17) /**< number of momenta in Boltzmann hierarchy for relativistic neutrino/relics (scalar), at least 4 */ +class_precision_parameter(l_max_idr,int,17) /**< number of momenta in Boltzmann hierarchy for interacting dark radiation */ +class_precision_parameter(l_max_ncdm,int,17) /**< number of momenta in Boltzmann hierarchy for relativistic neutrino/relics (scalar), at least 4 */ +class_precision_parameter(l_max_g_ten,int,5) /**< number of momenta in Boltzmann hierarchy for photon temperature (tensor), at least 4 */ +class_precision_parameter(l_max_pol_g_ten,int,5) /**< number of momenta in Boltzmann hierarchy for photon polarization (tensor), at least 4 */ + +class_precision_parameter(curvature_ini,double,1.0) /**< initial condition for curvature for adiabatic */ +class_precision_parameter(entropy_ini,double,1.0) /**< initial condition for entropy perturbation for isocurvature */ +class_precision_parameter(gw_ini,double,1.0) /**< initial condition for tensor metric perturbation h */ + +/** + * default step \f$ d \tau \f$ in perturbation integration, in units of the timescale involved in the equations (usually, the min of \f$ 1/k \f$, \f$ 1/aH \f$, \f$ 1/\dot{\kappa} \f$) + */ +class_precision_parameter(perturbations_integration_stepsize,double,0.5) +/** + * default step \f$ d \tau \f$ for sampling the source function, in units of the timescale involved in the sources: \f$ (\dot{\kappa}- \ddot{\kappa}/\dot{\kappa})^{-1} \f$ + */ +class_precision_parameter(perturbations_sampling_stepsize,double,0.1) +/** + * added in v 3.2.2: age fraction (between 0 and 1 ) such that, when + * tau > conformal_age * age_fraction, the time sampling of sources is + * twice finer, in order to boost the accuracy of the lensing + * line-of-sight integrals (for l < l_switch_limber) without changing + * that of unlensed CMB observables. Setting to 1.0 disables this + * functionality. +*/ +class_precision_parameter(perturbations_sampling_boost_above_age_fraction, double, 0.9) +/** + * control parameter for the precision of the perturbation integration, + * IMPORTANT FOR SETTING THE STEPSIZE OF NDF15 + */ +class_precision_parameter(tol_perturbations_integration,double,1.0e-5) +/** + * cutoff relevant for controlling stiffness in the PPF scheme. It is + * neccessary for the Runge-Kutta evolver, but not for ndf15. However, + * the approximation is excellent for a cutoff value of 1000, so we + * leave it on for both evolvers. (CAMB uses a cutoff value of 30.) + */ +class_precision_parameter(c_gamma_k_H_square_max,double,1.0e3) +/** + * precision with which the code should determine (by bisection) the + * times at which sources start being sampled, and at which + * approximations must be switched on/off (units of Mpc) + */ +class_precision_parameter(tol_tau_approx,double,1.0e-10) +/** + * method for switching off photon perturbations + */ +class_precision_parameter(radiation_streaming_approximation,int,rsa_MD_with_reio) +/** + * when to switch off photon perturbations, ie when to switch + * on photon free-streaming approximation (keep density and thtau, set + * shear and higher momenta to zero): + * first condition: \f$ k \tau \f$ > radiation_streaming_trigger_tau_h_over_tau_k + */ +class_precision_parameter(radiation_streaming_trigger_tau_over_tau_k,double,45.0) +/** + * when to switch off photon perturbations, ie when to switch + * on photon free-streaming approximation (keep density and theta, set + * shear and higher momenta to zero): + * second condition: + */ +class_precision_parameter(radiation_streaming_trigger_tau_c_over_tau,double,5.0) + +class_precision_parameter(idr_streaming_approximation,int,rsa_idr_none) /**< method for dark radiation free-streaming approximation */ +class_precision_parameter(idr_streaming_trigger_tau_over_tau_k,double,50.0) /**< when to switch on dark radiation (idr) free-streaming approximation, first condition */ +class_precision_parameter(idr_streaming_trigger_tau_c_over_tau,double,10.0) /**< when to switch on dark radiation (idr) free-streaming approximation, second condition */ + +class_precision_parameter(ur_fluid_approximation,int,ufa_CLASS) /**< method for ultra relativistic fluid approximation */ +/** + * when to switch off ur (massless neutrinos / ultra-relativistic + * relics) fluid approximation + */ +class_precision_parameter(ur_fluid_trigger_tau_over_tau_k,double,30.0) +class_precision_parameter(ncdm_fluid_approximation,int,ncdmfa_CLASS) /**< method for non-cold dark matter fluid approximation */ +/** + * when to switch off ncdm (massive neutrinos / non-cold + * relics) fluid approximation + */ +class_precision_parameter(ncdm_fluid_trigger_tau_over_tau_k,double,31.0) +/** + * whether CMB source functions can be approximated as zero when + * visibility function g(tau) is tiny + */ +class_precision_parameter(neglect_CMB_sources_below_visibility,double,1.0e-3) +/** + * The type of evolver to use: options are ndf15 or rk + */ +class_type_parameter(evolver,int,enum evolver_type,ndf15) + +/* + * Primordial parameters + */ + +class_precision_parameter(k_per_decade_primordial,double,10.0) /**< logarithmic sampling for primordial spectra (number of points per decade in k space) */ + +class_precision_parameter(primordial_inflation_ratio_min,double,100.0) /**< for each k, start following wavenumber when aH = k/primordial_inflation_ratio_min */ +class_precision_parameter(primordial_inflation_ratio_max,double,1.0/50.0) /**< for each k, stop following wavenumber, at the latest, when aH = k/primordial_inflation_ratio_max */ +class_precision_parameter(primordial_inflation_phi_ini_maxit,int,10000) /**< maximum number of iteration when searching a suitable initial field value phi_ini (value reached when no long-enough slow-roll period before the pivot scale) */ +class_precision_parameter(primordial_inflation_pt_stepsize,double,0.01) /**< controls the integration timestep for inflaton perturbations */ +class_precision_parameter(primordial_inflation_bg_stepsize,double,0.005) /**< controls the integration timestep for inflaton background */ +class_precision_parameter(primordial_inflation_tol_integration,double,1.0e-3) /**< controls the precision of the ODE integration during inflation */ +class_precision_parameter(primordial_inflation_attractor_precision_pivot,double,0.001) /**< targeted precision when searching attractor solution near phi_pivot */ +class_precision_parameter(primordial_inflation_attractor_precision_initial,double,0.1) /**< targeted precision when searching attractor solution near phi_ini */ +class_precision_parameter(primordial_inflation_attractor_maxit,int,10) /**< maximum number of iteration when searching attractor solution */ +class_precision_parameter(primordial_inflation_tol_curvature,double,1.0e-3) /**< for each k, stop following wavenumber, at the latest, when curvature perturbation R is stable up to to this tolerance */ +class_precision_parameter(primordial_inflation_aH_ini_target,double,0.9) /**< control the step size in the search for a suitable initial field value */ +class_precision_parameter(primordial_inflation_end_dphi,double,1.0e-10) /**< first bracketing width, when trying to bracket the value phi_end at which inflation ends naturally */ +class_precision_parameter(primordial_inflation_end_logstep,double,10.0) /**< logarithmic step for updating the bracketing width, when trying to bracket the value phi_end at which inflation ends naturally */ +class_precision_parameter(primordial_inflation_small_epsilon,double,0.1) /**< value of slow-roll parameter epsilon used to define a field value phi_end close to the end of inflation (doesn't need to be exactly at the end): epsilon(phi_end)=small_epsilon (should be smaller than one) */ +class_precision_parameter(primordial_inflation_small_epsilon_tol,double,0.01) /**< tolerance in the search for phi_end */ +class_precision_parameter(primordial_inflation_extra_efolds,double,2.0) /**< a small number of efolds, irrelevant at the end, used in the search for the pivot scale (backward from the end of inflation) */ + +/* + * Transfer function parameters + */ + +class_precision_parameter(l_linstep,int,40) /**< factor for logarithmic spacing of values of l over which bessel and transfer functions are sampled */ + +class_precision_parameter(l_logstep,double,1.12) /**< maximum spacing of values of l over which Bessel and transfer functions are sampled (so, spacing becomes linear instead of logarithmic at some point) */ + +class_precision_parameter(hyper_x_min,double,1.0e-5) /**< flat case: lower bound on the smallest value of x at which we sample \f$ \Phi_l^{\nu}(x)\f$ or \f$ j_l(x)\f$ */ +class_precision_parameter(hyper_sampling_flat,double,8.0) /**< flat case: number of sampled points x per approximate wavelength \f$ 2\pi \f$, should remain >7.5 */ +class_precision_parameter(hyper_sampling_curved_low_nu,double,7.0) /**< open/closed cases: number of sampled points x per approximate wavelength \f$ 2\pi/\nu\f$, when \f$ \nu \f$ smaller than hyper_nu_sampling_step */ +class_precision_parameter(hyper_sampling_curved_high_nu,double,3.0) /**< open/closed cases: number of sampled points x per approximate wavelength \f$ 2\pi/\nu\f$, when \f$ \nu \f$ greater than hyper_nu_sampling_step */ +class_precision_parameter(hyper_nu_sampling_step,double,1000.0) /**< open/closed cases: value of nu at which sampling changes */ +class_precision_parameter(hyper_phi_min_abs,double,1.0e-10) /**< small value of Bessel function used in calculation of first point x (\f$ \Phi_l^{\nu}(x) \f$ equals hyper_phi_min_abs) */ +class_precision_parameter(hyper_x_tol,double,1.0e-4) /**< tolerance parameter used to determine first value of x */ +class_precision_parameter(hyper_flat_approximation_nu,double,4000.0) /**< value of nu below which the flat approximation is used to compute Bessel function */ + +class_precision_parameter(q_linstep,double,0.45) /**< asymptotic linear sampling step in q + space, in units of \f$ 2\pi/r_a(\tau_rec) \f$ + (comoving angular diameter distance to + recombination), very important for CMB */ + +class_precision_parameter(q_logstep_spline,double,170.0) /**< initial logarithmic sampling step in q + space, in units of \f$ 2\pi/r_a(\tau_{rec})\f$ + (comoving angular diameter distance to + recombination), very important for CMB and LSS */ + +class_precision_parameter(q_logstep_open,double,6.0) /**< in open models, the value of + q_logstep_spline must be decreased + according to curvature. Increasing + this number will make the calculation + more accurate for large positive + Omega_k */ + +class_precision_parameter(q_logstep_trapzd,double,20.0) /**< initial logarithmic sampling step in q + space, in units of \f$ 2\pi/r_a(\tau_{rec}) \f$ + (comoving angular diameter distance to + recombination), in the case of small + q's in the closed case, for which one + must used trapezoidal integration + instead of spline (the number of q's + for which this is the case decreases + with curvature and vanishes in the + flat limit) */ + +class_precision_parameter(q_numstep_transition,double,250.0) /**< number of steps for the transition + from q_logstep_trapzd steps to + q_logstep_spline steps (transition + must be smooth for spline) */ + +class_precision_parameter(q_logstep_limber,double,1.025) /**< new in v3.2.2: in the new 'full limber' scheme, logarithmic step for the k-grid (and q-grid) */ +class_precision_parameter(k_max_limber_over_l_max_scalars,double,0.001) /**< new in v3.2.2: in the new 'full limber' scheme, the integral runs up to k_max = l_max_scalars times this parameter (units of 1/Mpc) */ + +class_precision_parameter(transfer_neglect_delta_k_S_t0,double,0.15) /**< for temperature source function T0 of scalar mode, range of k values (in 1/Mpc) taken into account in transfer function: for l < (k-delta_k)*tau0, ie for k > (l/tau0 + delta_k), the transfer function is set to zero */ +class_precision_parameter(transfer_neglect_delta_k_S_t1,double,0.04) /**< same for temperature source function T1 of scalar mode */ +class_precision_parameter(transfer_neglect_delta_k_S_t2,double,0.15) /**< same for temperature source function T2 of scalar mode */ +class_precision_parameter(transfer_neglect_delta_k_S_e,double,0.11) /**< same for polarization source function E of scalar mode */ +class_precision_parameter(transfer_neglect_delta_k_V_t1,double,1.0) /**< same for temperature source function T1 of vector mode */ +class_precision_parameter(transfer_neglect_delta_k_V_t2,double,1.0) /**< same for temperature source function T2 of vector mode */ +class_precision_parameter(transfer_neglect_delta_k_V_e,double,1.0) /**< same for polarization source function E of vector mode */ +class_precision_parameter(transfer_neglect_delta_k_V_b,double,1.0) /**< same for polarization source function B of vector mode */ +class_precision_parameter(transfer_neglect_delta_k_T_t2,double,0.2) /**< same for temperature source function T2 of tensor mode */ +class_precision_parameter(transfer_neglect_delta_k_T_e,double,0.25) /**< same for polarization source function E of tensor mode */ +class_precision_parameter(transfer_neglect_delta_k_T_b,double,0.1) /**< same for polarization source function B of tensor mode */ + +class_precision_parameter(transfer_neglect_late_source,double,400.0) /**< value of l below which the CMB source functions can be neglected at late time, excepted when there is a Late ISW contribution */ + +class_precision_parameter(l_switch_limber,double,10.) /**< when to use the Limber approximation for project gravitational potential cl's */ +// For density Cl, we recommend not to use the Limber approximation +// at all, and hence to put here a very large number (e.g. 10000); but +// if you have wide and smooth selection functions you may wish to +// use it; then 100 might be OK +class_precision_parameter(l_switch_limber_for_nc_local_over_z,double,100.0) /**< when to use the Limber approximation for local number count contributions to cl's (relative to central redshift of each bin) */ +// For terms integrated along the line-of-sight involving spherical +// Bessel functions (but not their derivatives), Limber +// approximation works well. High precision can be reached with 2000 +// only. But if you have wide and smooth selection functions you may +// reduce to e.g. 30. +class_precision_parameter(l_switch_limber_for_nc_los_over_z,double,30.0) /**< when to use the Limber approximation for number count contributions to cl's integrated along the line-of-sight (relative to central redshift of each bin) */ + +class_precision_parameter(selection_cut_at_sigma,double,5.0)/**< in sigma units, where to cut gaussian selection functions */ +class_precision_parameter(selection_sampling,double,50.0) /**< controls sampling of integral over time when selection functions vary quicker than Bessel functions. Increase for better sampling. */ +class_precision_parameter(selection_sampling_bessel,double,20.0)/**< controls sampling of integral over time when selection functions vary slower than Bessel functions. Increase for better sampling. IMPORTANT for lensed contributions. */ +class_precision_parameter(selection_sampling_bessel_los,double,ppr->selection_sampling_bessel)/**< controls sampling of integral over time when selection functions vary slower than Bessel functions. This parameter is specific to number counts contributions to Cl integrated along the line of sight. Increase for better sampling */ +class_precision_parameter(selection_tophat_edge,double,0.1) /**< controls how smooth are the edge of top-hat window function (<<1 for very sharp, 0.1 for sharp) */ + +/* + * Fourier module precision parameters + * */ + +class_precision_parameter(sigma_k_per_decade,double,80.) /**< logarithmic stepsize controlling the precision of integrals for sigma(R,k) and similar quantitites */ + +class_precision_parameter(nonlinear_min_k_max,double,5.0) /**< when + using an algorithm to compute nonlinear + corrections, like halofit or hmcode, + k_max must be at least equal to this + value. Calculations are done internally + until this k_max, but the P(k,z) output + is still controlled by P_k_max_1/Mpc or + P_k_max_h/Mpc even if they are + smaller */ + +class_precision_parameter(k_max_for_pk_sigma8_min,double,10.) /**< minimal k_max for computation of sigma8 */ +class_precision_parameter(k_max_for_pk_sigma8_max,double,100.) /**< maximal k_max for computation of sigma8 */ + +/** parameters relevant for HALOFIT computation */ + +class_precision_parameter(halofit_min_k_nonlinear,double,1.0e-4)/**< value of k in 1/Mpc below which non-linear corrections will be neglected */ + +class_precision_parameter(halofit_k_per_decade,double,80.0) /**< halofit needs to evalute integrals + (linear power spectrum times some + kernels). They are sampled using + this logarithmic step size. */ + +class_precision_parameter(halofit_sigma_precision,double,0.05) /**< a smaller value will lead to a + more precise halofit result at the *highest* + redshift at which halofit can make computations, + at the expense of requiring a larger k_max; but + this parameter is not relevant for the + precision on P_nl(k,z) at other redshifts, so + there is normally no need to change it */ + +class_precision_parameter(halofit_tol_sigma,double,1.0e-6) /**< tolerance required on sigma(R) when + matching the condition sigma(R_nl)=1, + whcih defines the wavenumber of + non-linearity, k_nl=1./R_nl */ + +class_precision_parameter(pk_eq_z_max,double,5.0) /**< Maximum z for the pk_eq method */ +class_precision_parameter(pk_eq_Nzlog,int,10) /**< Number of logarithmically spaced redshift values for the pk_eq method */ +class_precision_parameter(pk_eq_tol,double,1.0e-7) /**< Tolerance on the pk_eq method for finding the pk */ + +/** Parameters relevant for HMcode computation */ + +class_precision_parameter(hmcode_max_k_extra,double,1.e6) /**< parameter specifying the maximum k value for + the extrapolation of the linear power spectrum + (needed for the sigma computation) */ + +class_precision_parameter(hmcode_tol_sigma,double,1.e-6) /**< tolerance required on sigma(R) when matching the + condition sigma(R_nl)=1, which defines the wavenumber + of non-linearity, k_nl=1./R_nl */ + +/** + * parameters controlling stepsize and min/max r & a values for + * sigma(r) & grow table + */ +class_precision_parameter(n_hmcode_tables,int,64) +class_precision_parameter(rmin_for_sigtab,double,1.e-5) +class_precision_parameter(rmax_for_sigtab,double,1.e3) +class_precision_parameter(ainit_for_growtab,double,1.e-3) +class_precision_parameter(amax_for_growtab,double,1.) + +/** + * parameters controlling stepsize and min/max halomass values for the + * 1-halo-power integral + */ +class_precision_parameter(nsteps_for_p1h_integral,int,256) +class_precision_parameter(mmin_for_p1h_integral,double,1.e3) +class_precision_parameter(mmax_for_p1h_integral,double,1.e18) + + +/* + * Lensing precision parameters + */ + +class_precision_parameter(accurate_lensing,int,_FALSE_) /**< switch between Gauss-Legendre quadrature integration and simple quadrature on a subdomain of angles */ +class_precision_parameter(num_mu_minus_lmax,int,70) /**< difference between num_mu and l_max, increase for more precision */ +class_precision_parameter(delta_l_max,int,500)/**< difference between l_max in unlensed and lensed spectra */ +class_precision_parameter(tol_gauss_legendre,double,ppr->smallest_allowed_variation) /**< tolerance with which quadrature points are found: must be very small for an accurate integration (if not entered manually, set automatically to match machine precision) */ + +/* + * Spectral distortions precision parameters + */ + +class_precision_parameter(sd_z_min,double,1.02e3) +class_precision_parameter(sd_z_max,double,5.0e6) +class_precision_parameter(sd_z_size,int,400) + +class_precision_parameter(sd_x_min,double,1.0e-2) +class_precision_parameter(sd_x_max,double,5.0e1) +class_precision_parameter(sd_x_size,int,500) + +/** + * Tolerance on the deviation of the distortions detector quality + */ +class_precision_parameter(tol_sd_detector,double,1.e-5) + +class_string_parameter(sd_external_path,"/external/distortions","sd_external_path") + + +class_precision_parameter(tol_einstein00_reldev,double,1.e-3) /**< tolerance to deviations w.r.t. the Einstein 00 equation. Useful if get_h_from_trace,int==_TRUE_. (not only _smg!!) */ + +class_precision_parameter(einstein00_friction,double,1.) /**< friction term muliplying the Einstein 00 equation to correct for h''. (not only _smg!!) */ + +/* + * hi_class (_smg) parameters + * */ + +/* This is the time at which we test for the initial value of the QS approximation. +It has to be at least a_ini_over_a_today_default */ +class_precision_parameter(a_ini_test_qs_smg,double,1.e-14) + +class_precision_parameter(n_min_qs_smg,int,1e2) /**< minimum number of steps used to sample the quantities in the quasi-static approximation (qs_smg) */ +class_precision_parameter(n_max_qs_smg,int,1e4) /**< maximum number of steps used to sample the quantities in the quasi-static approximation (qs_smg) */ +class_precision_parameter(z_fd_qs_smg,double,10.) /**< minimum redshift after which the user requires the full-dynamic evolution */ +class_precision_parameter(trigger_mass_qs_smg,double,1.e3) /**< if the mass is above this trigger the quasi-static approximation is switched on */ +class_precision_parameter(trigger_rad_qs_smg,double,1.e3) /**< if the radiation component is still important w.r.t.\ the scalar field the quasi-static approximation can not be used */ +class_precision_parameter(eps_s_qs_smg,double,0.01) /**< when the system enters the quasi-static evolution this parameter measures how much the oscillation are decaying with time */ + + +class_precision_parameter(min_a_pert_smg,double,1.) /**< minimum value of scale factor to start integration (important to test some ede models */ +class_precision_parameter(pert_ic_tolerance_smg,double,2.e-2) /**< tolerance to deviations from n=2 for IC h~tau^n. Negative values override test */ +class_precision_parameter(pert_ic_ini_z_ref_smg,double,1.e10) /** off */ +class_precision_parameter(pert_qs_ic_tolerance_test_smg,double,1.) /* maximal fractional contribution to (0i) equation of SMG terms in QS initial condition */ + +#undef class_precision_parameter +#undef class_string_parameter +#undef class_type_parameter diff --git a/include/primordial.h b/include/primordial.h old mode 100755 new mode 100644 index 44289f6e..7c4fe946 --- a/include/primordial.h +++ b/include/primordial.h @@ -8,65 +8,65 @@ /** enum defining how the primordial spectrum should be computed */ enum primordial_spectrum_type { - analytic_Pk, - two_scales, - inflation_V, - inflation_H, - inflation_V_end, - external_Pk + analytic_Pk, + two_scales, + inflation_V, + inflation_H, + inflation_V_end, + external_Pk }; /** enum defining whether the spectrum routine works with linear or logarithmic input/output */ enum linear_or_logarithmic { - linear, - logarithmic + linear, + logarithmic }; /** enum defining the type of inflation potential function V(phi) */ enum potential_shape { - polynomial, - natural, - higgs_inflation + polynomial, + natural, + higgs_inflation }; /** enum defining which quantity plays the role of a target for evolving inflationary equations */ enum target_quantity { - _aH_, - _phi_, - _end_inflation_, - _a_ + _aH_, + _phi_, + _end_inflation_, + _a_ }; /** enum specifying if we want to integrate equations forward or backward in time */ enum integration_direction { - backward, - forward + backward, + forward }; /** enum specifying if we want to evolve quantities with conformal or proper time */ enum time_definition { - conformal, - proper + conformal, + proper }; /** enum specifying how, in the inflation_V_end case, the value of phi_pivot should calculated */ enum phi_pivot_methods { - N_star, - ln_aH_ratio, - ln_aH_ratio_auto + N_star, + ln_aH_ratio, + ln_aH_ratio_auto }; /** enum specifying how the inflation module computes the primordial spectrum (default: numerical) */ enum inflation_module_behavior { - numerical, - analytical + numerical, + analytical }; /** @@ -85,6 +85,8 @@ struct primordial { //@{ double k_pivot; /**< pivot scale in \f$ Mpc^{-1} \f$ */ + int has_k_max_for_primordial_pk; + double k_max_for_primordial_pk; /**< maximum value of k in 1/Mpc in P(k) */ enum primordial_spectrum_type primordial_spec_type; /**< type of primordial spectrum (simple analytic from, integration of inflationary perturbations, etc.) */ @@ -346,7 +348,7 @@ extern "C" { int primordial_init( struct precision * ppr, - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm ); @@ -355,7 +357,7 @@ extern "C" { ); int primordial_indices( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm ); @@ -367,7 +369,7 @@ extern "C" { ); int primordial_analytic_spectrum_init( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm ); @@ -388,40 +390,40 @@ extern "C" { ); int primordial_inflation_hubble( - struct primordial * ppm, - double phi, - double * H, - double * dH, - double * ddH, - double * dddH - ); + struct primordial * ppm, + double phi, + double * H, + double * dH, + double * ddH, + double * dddH + ); int primordial_inflation_indices( struct primordial * ppm ); int primordial_inflation_solve_inflation( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct precision * ppr ); int primordial_inflation_analytic_spectra( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct precision * ppr, double * y_ini ); int primordial_inflation_spectra( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct precision * ppr, double * y_ini ); int primordial_inflation_one_wavenumber( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct precision * ppr, double * y_ini, @@ -500,16 +502,16 @@ extern "C" { ); int primordial_external_spectrum_init( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm ); - int primordial_output_titles(struct perturbs * ppt, + int primordial_output_titles(struct perturbations * ppt, struct primordial * ppm, char titles[_MAXTITLESTRINGLENGTH_] ); - int primordial_output_data(struct perturbs * ppt, + int primordial_output_data(struct perturbations * ppt, struct primordial * ppm, int number_of_titles, double *data); diff --git a/include/sparse.h b/include/sparse.h old mode 100755 new mode 100644 diff --git a/include/spectra.h b/include/spectra.h deleted file mode 100755 index 8b713279..00000000 --- a/include/spectra.h +++ /dev/null @@ -1,486 +0,0 @@ -/** @file spectra.h Documented includes for spectra module */ - -#ifndef __SPECTRA__ -#define __SPECTRA__ - -#include "transfer.h" - -/** - * Structure containing everything about anisotropy and Fourier power spectra that other modules need to know. - * - * Once initialized by spectra_init(), contains a table of all - * \f$ C_l\f$'s and P(k) as a function of multipole/wavenumber, - * mode (scalar/tensor...), type (for \f$ C_l\f$'s: TT, TE...), - * and pairs of initial conditions (adiabatic, isocurvatures...). - */ - -struct spectra { - - /** @name - input parameters initialized by user in input module - (all other quantities are computed in this module, given these parameters - and the content of the 'background', 'perturbs', 'transfers' and - 'primordial' structures) */ - - //@{ - - double z_max_pk; /**< maximum value of z at which matter spectrum P(k,z) will be evaluated; keep fixed to zero if P(k) only needed today */ - - - int non_diag; /**< sets the number of cross-correlation spectra - that you want to calculate: 0 means only - auto-correlation, 1 means only adjacent bins, - and number of bins minus one means all - correlations */ - - //@} - - /** @name - information on number of modes and pairs of initial conditions */ - - //@{ - - int md_size; /**< number of modes (scalar, tensor, ...) included in computation */ - int index_md_scalars; /**< index for scalar modes */ - - int * ic_size; /**< for a given mode, ic_size[index_md] = number of initial conditions included in computation */ - int * ic_ic_size; /**< for a given mode, ic_ic_size[index_md] = number of pairs of (index_ic1, index_ic2) with index_ic2 >= index_ic1; this number is just N(N+1)/2 where N = ic_size[index_md] */ - short ** is_non_zero; /**< for a given mode, is_non_zero[index_md][index_ic1_ic2] is set to true if the pair of initial conditions (index_ic1, index_ic2) are statistically correlated, or to false if they are uncorrelated */ - - //@} - - /** @name - information on number of type of C_l's (TT, TE...) */ - - //@{ - - int has_tt; /**< do we want \f$ C_l^{TT}\f$? (T = temperature) */ - int has_ee; /**< do we want \f$ C_l^{EE}\f$? (E = E-polarization) */ - int has_te; /**< do we want \f$ C_l^{TE}\f$? */ - int has_bb; /**< do we want \f$ C_l^{BB}\f$? (B = B-polarization) */ - int has_pp; /**< do we want \f$ C_l^{\phi\phi}\f$? (\f$ \phi \f$ = CMB lensing potential) */ - int has_tp; /**< do we want \f$ C_l^{T\phi}\f$? */ - int has_ep; /**< do we want \f$ C_l^{E\phi}\f$? */ - int has_dd; /**< do we want \f$ C_l^{dd}\f$? (d = density) */ - int has_td; /**< do we want \f$ C_l^{Td}\f$? */ - int has_pd; /**< do we want \f$ C_l^{\phi d}\f$? */ - int has_ll; /**< do we want \f$ C_l^{ll}\f$? (l = galaxy lensing potential) */ - int has_tl; /**< do we want \f$ C_l^{Tl}\f$? */ - int has_dl; /**< do we want \f$ C_l^{dl}\f$? */ - - int index_ct_tt; /**< index for type \f$ C_l^{TT} \f$*/ - int index_ct_ee; /**< index for type \f$ C_l^{EE} \f$*/ - int index_ct_te; /**< index for type \f$ C_l^{TE} \f$*/ - int index_ct_bb; /**< index for type \f$ C_l^{BB} \f$*/ - int index_ct_pp; /**< index for type \f$ C_l^{\phi\phi} \f$*/ - int index_ct_tp; /**< index for type \f$ C_l^{T\phi} \f$*/ - int index_ct_ep; /**< index for type \f$ C_l^{E\phi} \f$*/ - int index_ct_dd; /**< first index for type \f$ C_l^{dd} \f$((d_size*d_size-(d_size-non_diag)*(d_size-non_diag-1)/2) values) */ - int index_ct_td; /**< first index for type \f$ C_l^{Td} \f$(d_size values) */ - int index_ct_pd; /**< first index for type \f$ C_l^{pd} \f$(d_size values) */ - int index_ct_ll; /**< first index for type \f$ C_l^{ll} \f$((d_size*d_size-(d_size-non_diag)*(d_size-non_diag-1)/2) values) */ - int index_ct_tl; /**< first index for type \f$ C_l^{Tl} \f$(d_size values) */ - int index_ct_dl; /**< first index for type \f$ C_l^{dl} \f$(d_size values) */ - - int d_size; /**< number of bins for which density Cl's are computed */ - - int ct_size; /**< number of \f$ C_l \f$ types requested */ - - //@} - - /** @name - table of pre-computed C_l values, and related quantities */ - - //@{ - - int * l_size; /**< number of multipole values for each requested mode, l_size[index_md] */ - - int l_size_max; /**< greatest of all l_size[index_md] */ - - double * l; /**< list of multipole values l[index_l] */ - - - int ** l_max_ct; /**< last multipole (given as an input) at which - we want to output \f$ C_l\f$'s for a given mode and type; - l[index_md][l_size[index_md]-1] can be larger - than l_max[index_md], in order to ensure a - better interpolation with no boundary effects */ - - int * l_max; /**< last multipole (given as an input) at which - we want to output \f$ C_l\f$'s for a given mode (maximized over types); - l[index_md][l_size[index_md]-1] can be larger - than l_max[index_md], in order to ensure a - better interpolation with no boundary effects */ - - int l_max_tot; /**< last multipole (given as an input) at which - we want to output \f$ C_l\f$'s (maximized over modes and types); - l[index_md][l_size[index_md]-1] can be larger - than l_max[index_md], in order to ensure a - better interpolation with no boundary effects */ - - double ** cl; /**< table of anisotropy spectra for each mode, multipole, pair of initial conditions and types, cl[index_md][(index_l * psp->ic_ic_size[index_md] + index_ic1_ic2) * psp->ct_size + index_ct] */ - double ** ddcl; /**< second derivatives of previous table with respect to l, in view of spline interpolation */ - - double alpha_II_2_20; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [2,20] (see Planck parameter papers) */ - double alpha_RI_2_20; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [2,20] (see Planck parameter papers) */ - double alpha_RR_2_20; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [2,20] (see Planck parameter papers) */ - - double alpha_II_21_200; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [21,200] (see Planck parameter papers) */ - double alpha_RI_21_200; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [21,200] (see Planck parameter papers) */ - double alpha_RR_21_200; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [21,200] (see Planck parameter papers) */ - - double alpha_II_201_2500; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [201,2500] (see Planck parameter papers) */ - double alpha_RI_201_2500; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [201,2500] (see Planck parameter papers) */ - double alpha_RR_201_2500; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [201,2500] (see Planck parameter papers) */ - - double alpha_II_2_2500; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [2,2500] (see Planck parameter papers) */ - double alpha_RI_2_2500; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [2,2500] (see Planck parameter papers) */ - double alpha_RR_2_2500; /**< parameter describing adiabatic versus isocurvature contribution in mutipole range [2,2500] (see Planck parameter papers) */ - - double alpha_kp; /**< parameter describing adiabatic versus isocurvature contribution at pivot scale (see Planck parameter papers) */ - double alpha_k1; /**< parameter describing adiabatic versus isocurvature contribution at scale k1 (see Planck parameter papers) */ - double alpha_k2; /**< parameter describing adiabatic versus isocurvature contribution at scale k2 (see Planck parameter papers) */ - - //@} - - /** @name - table of pre-computed matter power spectrum P(k) values, and related quantities */ - - //@{ - - int ln_k_size; /**< number ln(k) values */ - double * ln_k; /**< list of ln(k) values ln_k[index_k] */ - - int ln_tau_size; /**< number of ln(tau) values, for the matter - power spectrum and the matter transfer - functions, (only one if z_max_pk = 0) */ - - double * ln_tau; /**< list of ln(tau) values ln_tau[index_tau], for - the matter power spectrum and the matter - transfer functions, in growing order. So - exp(ln_tau[0]) is the earliest time - (i.e. highest redshift), while - exp(ln_tau[ln_tau_size-1]) is today (i.e - z=0). */ - - double * ln_pk; /**< Matter power spectrum. - depends on indices index_ic1_ic2, index_k, index_tau as: - ln_pk[(index_tau * psp->k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] - where index_ic1_ic2 labels ordered pairs (index_ic1, index_ic2) (since - the primordial spectrum is symmetric in (index_ic1, index_ic2)). - - for diagonal elements (index_ic1 = index_ic2) this arrays contains - ln[P(k)] where P(k) is positive by construction. - - for non-diagonal elements this arrays contains the k-dependent - cosine of the correlation angle, namely - P(k)_(index_ic1, index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2] - This choice is convenient since the sign of the non-diagonal cross-correlation - is arbitrary. For fully correlated or anti-correlated initial conditions, - this non-diagonal element is independent on k, and equal to +1 or -1. - */ - - double * ddln_pk; /**< second derivative of above array with respect to log(tau), for spline interpolation. So: - - for index_ic1 = index_ic, we spline ln[P(k)] vs. ln(k), which is - good since this function is usually smooth. - - for non-diagonal coefficients, we spline - P(k)_(index_ic1, index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2] - vs. ln(k), which is fine since this quantity is often assumed to be - constant (e.g for fully correlated/anticorrelated initial conditions) - or nearly constant, and with arbitrary sign. - */ - - double sigma8; /**< sigma8 parameter */ - - double sigma8_cb; /**< if ncdm present: contribution to sigma8 from only baryons and cdm */ - - double * ln_pk_l; /**q< Total linear matter power spectrum, just - depending on indices index_k, index_tau as: - ln_pk[index_tau * psp->k_size + index_k] - Range of k and tau value identical to - ln_pk array. */ - - double * ddln_pk_l; /**< second derivative of above array with respect to log(tau), for spline interpolation. */ - - int ln_tau_nl_size; /**< number of ln(tau) values for non-linear - spectrum (possibly smaller than ln_tau_size, - because the non-linear spectrum is stored - only in the time/redhsift range where the - non-linear corrections were really computed, - to avoid dealing with discontinuities in - the spline interpolation) */ - - double * ln_tau_nl; /**< list of ln(tau) values - ln_tau_nl[index_tau], for the non-linear - power spectrum, in growing order. So - exp(ln_tau_nl[0]) is the earliest time - (i.e. highest redshift), while - exp(ln_tau_nl[ln_tau_nl_size-1]) is today - (i.e z=0). */ - - double * ln_pk_nl; /**< Non-linear matter power spectrum. - depends on indices index_k, index_tau as: - ln_pk_nl[index_tau * psp->k_size + index_k] */ - double * ddln_pk_nl; /**< second derivative of above array with respect to log(tau), for spline interpolation. */ - - double * ln_pk_cb; /**< same as ln_pk for baryon+cdm component only */ - double * ddln_pk_cb; /**< same as ddln_pk for baryon+cdm component only */ - - double * ln_pk_cb_l; /**< same as ln_pk_l for baryon+cdm component only */ - double * ddln_pk_cb_l; /**< same as ddln_pk_l for baryon+cdm component only */ - - double * ln_pk_cb_nl; /**< same as ln_pk_nl for baryon+cdm component only */ - double * ddln_pk_cb_nl; /**< same as ddln_pk_nl for baryon+cdm component only */ - - int index_tr_delta_g; /**< index of gamma density transfer function */ - int index_tr_delta_b; /**< index of baryon density transfer function */ - int index_tr_delta_cdm; /**< index of cold dark matter density transfer function */ - int index_tr_delta_dcdm; /**< index of decaying cold dark matter density transfer function */ - int index_tr_delta_scf; /**< index of scalar field phi transfer function */ - int index_tr_delta_fld; /**< index of dark energy fluid density transfer function */ - int index_tr_delta_ur; /**< index of ultra-relativistic neutrinos/relics density transfer function */ - int index_tr_delta_dr; /**< index of decay radiation density transfer function */ - int index_tr_delta_ncdm1; /**< index of first species of non-cold dark matter (massive neutrinos, ...) density transfer function */ - int index_tr_delta_tot; /**< index of total matter density transfer function */ - int index_tr_theta_g; /**< index of gamma velocity transfer function */ - int index_tr_theta_b; /**< index of baryon velocity transfer function */ - int index_tr_theta_cdm; /**< index of cold dark matter velocity transfer function */ - int index_tr_theta_dcdm; /**< index of decaying cold dark matter velocity transfer function */ - int index_tr_theta_scf; /**< index of derivative of scalar field phi transfer function */ - int index_tr_theta_fld; /**< index of dark energy fluid velocity transfer function */ - int index_tr_theta_ur; /**< index of ultra-relativistic neutrinos/relics velocity transfer function */ - int index_tr_theta_dr; /**< index of decay radiation velocity transfer function */ - int index_tr_theta_ncdm1; /**< index of first species of non-cold dark matter (massive neutrinos, ...) velocity transfer function */ - int index_tr_theta_tot; /**< index of total matter velocity transfer function */ - int index_tr_phi; /**< index of Bardeen potential phi */ - int index_tr_psi; /**< index of Bardeen potential psi */ - int index_tr_phi_prime; /**< index of derivative of Bardeen potential phi */ - int index_tr_h; /**< index of synchronous gauge metric perturbation h */ - int index_tr_h_prime; /**< index of synchronous gauge metric perturbation h' */ - int index_tr_eta; /**< index of synchronous gauge metric perturbation eta */ - int index_tr_eta_prime; /**< index of synchronous gauge metric perturbation eta' */ - int tr_size; /**< total number of species in transfer functions */ - - double * matter_transfer; /**< Matter transfer functions. - Depends on indices index_md,index_tau,index_ic,index_k, index_tr as: - matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + index_tr] - */ - double * ddmatter_transfer; /**< second derivative of above array with respect to log(tau), for spline interpolation. */ - - /* double * LddCl; /\**< density Cl's in the Limber plus thin shell approximation (then, there are no non-diagonal correlations between various shells of different redshifts); depends on index_tau,index_l as: LddCl[index_tau*psp->psp->l_size[psp->index_md_scalars]+index_l] *\/ */ - - /* double * LTdCl; /\**< cross (temperature * density) Cl's in the Limber plus thin shell approximation; depends on index_tau,index_l as: LTdCl[index_tau*psp->psp->l_size[psp->index_md_scalars]+index_l] *\/ */ - - //@} - - /** @name - technical parameters */ - - //@{ - - short spectra_verbose; /**< flag regulating the amount of information sent to standard output (none if set to zero) */ - - ErrorMsg error_message; /**< zone for writing error messages */ - - //@} -}; - -/*************************************************************************************************************/ -/* @cond INCLUDE_WITH_DOXYGEN */ -/* - * Boilerplate for C++ - */ -#ifdef __cplusplus -extern "C" { -#endif - - int spectra_bandpower( - struct spectra * psp, - int l1, - int l2, - double * TT_II, - double * TT_RI, - double * TT_RR - ); - - int spectra_cl_at_l( - struct spectra * psp, - double l, - double * cl, - double ** cl_md, - double ** cl_md_ic - ); - - int spectra_pk_at_z( - struct background * pba, - struct spectra * psp, - enum linear_or_logarithmic mode, - double z, - double * output_tot, - double * output_ic, - double * output_cb_tot, - double * output_cb_ic - ); - - int spectra_pk_at_k_and_z( - struct background * pba, - struct primordial * ppm, - struct spectra * psp, - double k, - double z, - double * pk, - double * pk_ic, - double * pk_cb, - double * pk_cb_ic - ); - - int spectra_pk_nl_at_z( - struct background * pba, - struct spectra * psp, - enum linear_or_logarithmic mode, - double z, - double * output_tot, - double * output_cb_tot - ); - - int spectra_pk_nl_at_k_and_z( - struct background * pba, - struct primordial * ppm, - struct spectra * psp, - double k, - double z, - double * pk_tot, - double * pk_cb_tot - ); - - int spectra_tk_at_z( - struct background * pba, - struct spectra * psp, - double z, - double * output - ); - - int spectra_tk_at_k_and_z( - struct background * pba, - struct spectra * psp, - double k, - double z, - double * output - ); - - int spectra_init( - struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - struct primordial * ppm, - struct nonlinear *pnl, - struct transfers * ptr, - struct spectra * psp - ); - - int spectra_free( - struct spectra * psp - ); - - int spectra_indices( - struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp - ); - - int spectra_cls( - struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp - ); - - int spectra_compute_cl( - struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - int index_md, - int index_ic1, - int index_ic2, - int index_l, - int cl_integrand_num_columns, - double * cl_integrand, - double * primordial_pk, - double * transfer_ic1, - double * transfer_ic2 - ); - - int spectra_k_and_tau( - struct background * pba, - struct perturbs * ppt, - struct nonlinear *pnl, - struct spectra * psp - ); - - int spectra_pk( - struct background * pba, - struct perturbs * ppt, - struct primordial * ppm, - struct nonlinear *pnl, - struct spectra * psp - ); - - int spectra_sigma( - struct background * pba, - struct primordial * ppm, - struct spectra * psp, - double R, - double z, - double *sigma - ); - - int spectra_sigma_cb( - struct background * pba, - struct primordial * ppm, - struct spectra * psp, - double R, - double z, - double *sigma_cb - ); - - int spectra_matter_transfers( - struct background * pba, - struct perturbs * ppt, - struct spectra * psp - ); - - int spectra_output_tk_titles(struct background *pba, - struct perturbs *ppt, - enum file_format output_format, - char titles[_MAXTITLESTRINGLENGTH_] - ); - - int spectra_output_tk_data( - struct background * pba, - struct perturbs * ppt, - struct spectra * psp, - enum file_format output_format, - double z, - int number_of_titles, - double *data - ); - - int spectra_firstline_and_ic_suffix(struct perturbs *ppt, - int index_ic, - char first_line[_LINE_LENGTH_MAX_], - FileName ic_suffix); - - int spectra_fast_pk_at_kvec_and_zvec( - struct background * pba, - struct spectra * psp, - double * kvec, - int kvec_size, - double * zvec, - int zvec_size, - double * pk_tot_out, /* (must be already allocated with kvec_size*zvec_size) */ - double * pk_cb_tot_out, - int nonlinear); - -#ifdef __cplusplus -} -#endif - -#endif -/* @endcond */ diff --git a/include/thermodynamics.h b/include/thermodynamics.h old mode 100755 new mode 100644 index efc03171..f02f2591 --- a/include/thermodynamics.h +++ b/include/thermodynamics.h @@ -4,17 +4,19 @@ #define __THERMODYNAMICS__ #include "background.h" -//#include "arrays.h" -//#include "helium.h" -//#include "hydrogen.h" +#include "evolver_ndf15.h" +#include "evolver_rkck.h" +#include "wrap_hyrec.h" +#include "wrap_recfast.h" +#include "injection.h" /** * List of possible recombination algorithms. */ enum recombination_algorithm { - recfast, - hyrec + recfast, + hyrec }; /** @@ -22,12 +24,12 @@ enum recombination_algorithm { */ enum reionization_parametrization { - reio_none, /**< no reionization */ - reio_camb, /**< reionization parameterized like in CAMB */ - reio_bins_tanh, /**< binned reionization history with tanh inteprolation between bins */ - reio_half_tanh, /**< half a tanh, instead of the full tanh */ - reio_many_tanh, /**< similar to reio_camb but with more than one tanh */ - reio_inter /**< linear interpolation between specified points */ + reio_none, /**< no reionization */ + reio_camb, /**< reionization parameterized like in CAMB */ + reio_bins_tanh, /**< binned reionization history with tanh inteprolation between bins */ + reio_half_tanh, /**< half a tanh, instead of the full tanh */ + reio_many_tanh, /**< similar to reio_camb but with more than one tanh */ + reio_inter /**< linear interpolation between specified points */ }; /** @@ -35,8 +37,8 @@ enum reionization_parametrization { */ enum reionization_z_or_tau { - reio_z, /**< input = redshift */ - reio_tau /**< input = tau */ + reio_z, /**< input = redshift */ + reio_tau /**< input = tau */ }; /** @@ -49,24 +51,25 @@ enum reionization_z_or_tau { /** * All thermodynamics parameters and evolution that other modules need to know. * - * Once initialized by thermodynamics_init(), contains all the - * necessary information on the thermodynamics, and in particular, a - * table of thermodynamical quantities as a function of the redshift, - * used for interpolation in other modules. + * Once initialized by thermodynamics_init(), contains all the necessary information on the thermodynamics, and in particular, a + * table of thermodynamical quantities as a function of the redshift, used for interpolation in other modules. */ -struct thermo +struct thermodynamics { - /** @name - input parameters initialized by user in input module - * (all other quantities are computed in this module, given these parameters + /** @name - input parameters initialized by user in input module (all other quantities are computed in this module, given these parameters * and the content of the 'precision' and 'background' structures) */ //@{ - double YHe; /**< \f$ Y_{He} \f$: primordial helium fraction */ + double YHe; /**< \f$ Y_{He} \f$: primordial helium mass fraction rho_He/(rho_H+rho_He), + close but not exactly equal to the density fraction 4*n_He/(n_H+4*n_He) */ + double bbn_alpha_sensitivity; /**< Related to variation of fundamental constants (sensitivity of YHe to alpha) */ enum recombination_algorithm recombination; /**< recombination code */ + enum recfast_photoion_modes recfast_photoion_mode; /**< photo-ionization coefficient mode of the recfast algorithm */ + enum reionization_parametrization reio_parametrization; /**< reionization scheme */ enum reionization_z_or_tau reio_z_or_tau; /**< is the input parameter the reionization redshift or optical depth? */ @@ -79,6 +82,12 @@ struct thermo short compute_damping_scale; /**< do we want to compute the simplest analytic approximation to the photon damping (or diffusion) scale? */ + /** parameters for interacting dark matter */ + + short has_idm_b; /**< Do we have idm with baryons? */ + short has_idm_g; /**< Do we have idm with photons? */ + short has_idm_dr; /**< Do we have idm with dark radiation? */ + /** parameters for reio_camb */ double reionization_width; /**< width of H reionization */ @@ -99,7 +108,7 @@ struct thermo double binned_reio_step_sharpness; /**< sharpness of tanh() step interpolating between binned values */ - /** parameters for reio_many_tanh */ + /** parameters for reio_many_tanh */ int many_tanh_num; /**< with how many jumps do we want to describe reionization? */ @@ -109,7 +118,7 @@ struct thermo double many_tanh_width; /**< sharpness of tanh() steps */ - /** parameters for reio_inter */ + /** parameters for reio_inter */ int reio_inter_num; /**< with how many jumps do we want to describe reionization? */ @@ -119,37 +128,52 @@ struct thermo /** parameters for energy injection */ - double annihilation; /** parameter describing CDM annihilation (f / m_cdm, see e.g. 0905.0003) */ + short has_exotic_injection; /**< true if some exotic mechanism + injects energy and affects the + evolution of ionization and/or + temperature and/or other + thermodynamics variables that are + relevant for the calculation of CMB + anisotropies (and spectral + distorsions if requested). */ - short has_on_the_spot; /** flag to specify if we want to use the on-the-spot approximation **/ + struct injection in; /**< structure to store exotic energy injections and their energy deposition */ - double decay; /** parameter describing CDM decay (f/tau, see e.g. 1109.6322)*/ + double annihilation; /**< parameter describing CDM annihilation (f / m_cdm, see e.g. 0905.0003) */ - double annihilation_variation; /** if this parameter is non-zero, - the function F(z)=(f / - m_cdm)(z) will be a parabola in - log-log scale between zmin and - zmax, with a curvature given by - annihlation_variation (must be - negative), and with a maximum in - zmax; it will be constant outside - this range */ + short has_on_the_spot; /**< flag to specify if we want to use the on-the-spot approximation **/ + + double decay; /**< parameter describing CDM decay (f/tau, see e.g. 1109.6322)*/ + + double annihilation_variation; /**< if this parameter is non-zero, + the function F(z)=(f / + m_cdm)(z) will be a parabola in + log-log scale between zmin and + zmax, with a curvature given by + annihlation_variation (must be + negative), and with a maximum in + zmax; it will be constant outside + this range */ + + double annihilation_z; /**< if annihilation_variation is non-zero, + this is the value of z at which the + parameter annihilation is defined, i.e. + F(annihilation_z)=annihilation */ + + double annihilation_zmax; /**< if annihilation_variation is non-zero, + redshift above which annihilation rate + is maximal */ - double annihilation_z; /** if annihilation_variation is non-zero, - this is the value of z at which the - parameter annihilation is defined, i.e. - F(annihilation_z)=annihilation */ + double annihilation_zmin; /**< if annihilation_variation is non-zero, + redshift below which annihilation rate + is constant */ - double annihilation_zmax; /** if annihilation_variation is non-zero, - redshift above which annihilation rate - is maximal */ + double annihilation_f_halo; /**< takes the contribution of DM annihilation in halos into account*/ + double annihilation_z_halo; /**< characteristic redshift for DM annihilation in halos*/ - double annihilation_zmin; /** if annihilation_variation is non-zero, - redshift below which annihilation rate - is constant */ + /** parameters for varying fundamental constants */ - double annihilation_f_halo; /** takes the contribution of DM annihilation in halos into account*/ - double annihilation_z_halo; /** characteristic redshift for DM annihilation in halos*/ + short has_varconst; /**< presence of varying fundamental constants? */ //@} @@ -162,16 +186,36 @@ struct thermo int index_th_tau_d; /**< Baryon drag optical depth */ int index_th_ddkappa; /**< scattering rate derivative \f$ d^2 \kappa / d \tau^2 \f$ */ int index_th_dddkappa; /**< scattering rate second derivative \f$ d^3 \kappa / d \tau^3 \f$ */ - int index_th_exp_m_kappa; /**< \f$ exp^{-\kappa} \f$ */ + int index_th_exp_m_kappa; /**< \f$ exp^{-\kappa} \f$ */ int index_th_g; /**< visibility function \f$ g = (d \kappa / d \tau) * exp^{-\kappa} \f$ */ int index_th_dg; /**< visibility function derivative \f$ (d g / d \tau) \f$ */ int index_th_ddg; /**< visibility function second derivative \f$ (d^2 g / d \tau^2) \f$ */ + int index_th_T_idm; /**< idm temperature \f$ T_idm \f$ */ + int index_th_c2_idm; /**< idm sound speed squared \f$ c_idm^2 \f$ */ + int index_th_T_idr; /**< idr temperature \f$ T_idr \f$ */ + int index_th_dmu_idm_dr; /**< scattering rate of idr with idm_g_dr (i.e. idr opacity to idm_g_dr scattering) (units 1/Mpc) */ + int index_th_ddmu_idm_dr; /**< derivative of the idm_g_dr scattering rate */ + int index_th_dddmu_idm_dr; /**< second derivative of the idm_g_dr scattering rate */ + int index_th_dmu_idr; /**< idr self-interaction rate */ + int index_th_tau_idm_dr; /**< optical depth of idm_dr (due to interactions with idr) */ + int index_th_tau_idr; /**< optical depth of idr (due to self-interactions) */ + int index_th_g_idm_dr; /**< visibility function of idm_idr */ + int index_th_dmu_idm_g; /**< idm_g scattering rate \f$ d \mu / d \tau\f$ (analogous to Thomson scattering) (see 1802.06589 for details) */ + int index_th_ddmu_idm_g; /**< derivative of idm_g scattering, \f$ d^2 \mu / d \tau^2 \f$ */ + int index_th_dddmu_idm_g; /**< second derivative of idm_g scattering rate, \f$ d^3 \mu / d \tau^3 \f$ */ + int index_th_exp_mu_idm_g; /**< \f$ exp^{-\mu} \f$ */ + int index_th_R_idm_b; /**< idm_b interaction coefficient */ + int index_th_dR_idm_b; /**< derivative of idm_b interaction coefficient wrt conformal time */ + int index_th_ddR_idm_b; /**< second derivative of ibm_b interaction coefficient wrt conformal time */ int index_th_Tb; /**< baryon temperature \f$ T_b \f$ */ - int index_th_cb2; /**< squared baryon sound speed \f$ c_b^2 \f$ */ + int index_th_dTb; /**< derivative of baryon temperature */ + int index_th_wb; /**< baryon equation of state parameter \f$ w_b = k_B T_b / \mu \f$ */ + int index_th_cb2; /**< squared baryon adiabatic sound speed \f$ c_b^2 \f$ */ int index_th_dcb2; /**< derivative wrt conformal time of squared baryon sound speed \f$ d [c_b^2] / d \tau \f$ (only computed if some non-minimal tight-coupling schemes is requested) */ int index_th_ddcb2; /**< second derivative wrt conformal time of squared baryon sound speed \f$ d^2 [c_b^2] / d \tau^2 \f$ (only computed if some non0-minimal tight-coupling schemes is requested) */ int index_th_rate; /**< maximum variation rate of \f$ exp^{-\kappa}\f$, g and \f$ (d g / d \tau) \f$, used for computing integration step in perturbation module */ int index_th_r_d; /**< simple analytic approximation to the photon comoving damping scale */ + int th_size; /**< size of thermodynamics vector */ //@} @@ -180,8 +224,9 @@ struct thermo //@{ - int tt_size; /**< number of lines (redshift steps) in the tables */ - double * z_table; /**< vector z_table[index_z] with values of redshift (vector of size tt_size) */ + int tt_size; /**< number of lines (redshift steps) in the tables */ + double * z_table; /**< vector z_table[index_z] with values of redshift (vector of size tt_size) */ + double * tau_table; /**< vector tau_table[index_tau] with values of conformal time (vector of size tt_size) */ double * thermodynamics_table; /**< table thermodynamics_table[index_z*pth->tt_size+pba->index_th] with all other quantities (array of size th_size*tt_size) */ //@} @@ -194,7 +239,6 @@ struct thermo //@} - /** @name - characteristic quantities like redshift, conformal time and sound horizon at recombination */ //@{ @@ -206,13 +250,27 @@ struct thermo double ra_rec; /**< conformal angular diameter distance to recombination */ double da_rec; /**< physical angular diameter distance to recombination */ double rd_rec; /**< comoving photon damping scale at recombination */ + + double z_star; /**< redshift at which photon optical depth crosses one */ + double tau_star;/**< confirmal time at which photon optical depth crosses one */ + double rs_star; /**< comoving sound horizon at z_star */ + double ds_star; /**< physical sound horizon at z_star */ + double ra_star; /**< conformal angular diameter distance to z_star */ + double da_star; /**< physical angular diameter distance to z_star */ + double rd_star; /**< comoving photon damping scale at z_star */ + double z_d; /**< baryon drag redshift */ double tau_d; /**< baryon drag time */ double ds_d; /**< physical sound horizon at baryon drag */ double rs_d; /**< comoving sound horizon at baryon drag */ + double tau_cut; /**< at at which the visibility goes below a fixed fraction of the maximum visibility, used for an approximation in perturbation module */ - double angular_rescaling; /**< [ratio ra_rec / (tau0-tau_rec)]: gives CMB rescaling in angular space relative to flat model (=1 for curvature K=0) */ - double tau_free_streaming; /**< minimum value of tau at which sfree-streaming approximation can be switched on */ + + double angular_rescaling; /**< [ratio ra_rec / (tau0-tau_rec)]: gives CMB rescaling in angular space relative to flat model (=1 for curvature K=0) */ + double tau_free_streaming; /**< minimum value of tau at which free-streaming approximation can be switched on */ + double tau_idr_free_streaming; /**< trigger for dark radiation free streaming approximation (idm-idr) */ + double tau_idr; /**< decoupling time for idr */ + double tau_idm_dr; /**< decoupling time for idm from idr*/ //@} @@ -224,11 +282,29 @@ struct thermo //@} -/** @name - total number density of electrons today (free or not) */ + /** @name - other thermodynamical quantities */ + + //@{ + + double fHe; /**< \f$ f_{He} \f$: primordial helium-to-hydrogen nucleon ratio 4*n_He/n_H */ + double n_e; /**< total number density of electrons today (free or not) */ + + //@} + + /** @name - parameters needed for idm */ //@{ - double n_e; /**< total number density of electrons today (free or not) */ + double m_idm; /**< dark matter mass for idm */ + double a_idm_dr; /**< strength of the coupling between interacting dark matter and interacting dark radiation (idm-idr) */ + double b_idr; /**< strength of the self coupling for interacting dark radiation (idr-idr) */ + double n_index_idm_dr; /**< temperature dependence of the interactions between dark matter and dark radiation */ + double cross_idm_b; /**< cross section between interacting dark matter and baryons */ + int n_index_idm_b; /**< temperature dependence of the interactions between dark matter and baryons */ + double n_coeff_idm_b; /**< numerical n-dependent coefficient for idm_b */ + double cross_idm_g; /**< cross section between interacting dark matter and photons */ + double u_idm_g; /**< ratio between idm_g cross section and idm mass */ + int n_index_idm_g; /**< temperature dependence of the interactions between dark matter and photons */ //@} @@ -248,6 +324,7 @@ struct thermo //@{ short thermodynamics_verbose; /**< flag regulating the amount of information sent to standard output (none if set to zero) */ + short hyrec_verbose; /**< flag regulating the amount of information sent to standard output from hyrec (none if set to zero) */ ErrorMsg error_message; /**< zone for writing error messages */ @@ -256,187 +333,153 @@ struct thermo }; /** - * Temporary structure where all the recombination history is defined and stored. - * - * This structure is used internally by the thermodynamics module, - * but never passed to other modules. + * Other structures that are used during the thermodynamics module + * execution (i.e. during thermodynamics_init()) but get erased later + * on: thus they cannot be accessed by other modules. */ -struct recombination { - - /** @name - indices of vector of thermodynamics variables related to recombination */ - - //@{ - - int index_re_z; /**< redshift \f$ z \f$ */ - int index_re_xe; /**< ionization fraction \f$ x_e \f$ */ - int index_re_Tb; /**< baryon temperature \f$ T_b \f$ */ - int index_re_cb2; /**< squared baryon sound speed \f$ c_b^2 \f$ */ - int index_re_dkappadtau; /**< Thomson scattering rate \f$ d \kappa / d \tau \f$ (units 1/Mpc) */ - int re_size; /**< size of this vector */ - - //@} - - /** @name - table of the above variables at each redshift, and number of redshifts */ - - //@{ - - int rt_size; /**< number of lines (redshift steps) in the table */ - double * recombination_table; /**< table recombination_table[index_z*preco->re_size+index_re] with all other quantities (array of size preco->rt_size*preco->re_size) */ - - //@} - - /** @name - recfast parameters needing to be passed to - thermodynamics_derivs_with_recfast() routine */ - - //@{ - - double CDB; /**< defined as in RECFAST */ - double CR; /**< defined as in RECFAST */ - double CK; /**< defined as in RECFAST */ - double CL; /**< defined as in RECFAST */ - double CT; /**< defined as in RECFAST */ - double fHe; /**< defined as in RECFAST */ - double CDB_He; /**< defined as in RECFAST */ - double CK_He; /**< defined as in RECFAST */ - double CL_He; /**< defined as in RECFAST */ - double fu; /**< defined as in RECFAST */ - double H_frac; /**< defined as in RECFAST */ - double Tnow; /**< defined as in RECFAST */ - double Nnow; /**< defined as in RECFAST */ - double Bfact; /**< defined as in RECFAST */ - double CB1; /**< defined as in RECFAST */ - double CB1_He1; /**< defined as in RECFAST */ - double CB1_He2; /**< defined as in RECFAST */ - double H0; /**< defined as in RECFAST */ - double YHe; /**< defined as in RECFAST */ - - /* parameters for energy injection */ - - double annihilation; /**< parameter describing CDM annihilation (f / m_cdm, see e.g. 0905.0003) */ - - short has_on_the_spot; /**< flag to specify if we want to use the on-the-spot approximation **/ - - double decay; /**< parameter describing CDM decay (f/tau, see e.g. 1109.6322)*/ - - double annihilation_variation; /**< if this parameter is non-zero, - the function F(z)=(f / - m_cdm)(z) will be a parabola in - log-log scale between zmin and - zmax, with a curvature given by - annihlation_variation (must be - negative), and with a maximum in - zmax; it will be constant outside - this range */ +/** + * Vector of thermodynamical quantities to integrate over, and indices of this vector + */ - double annihilation_z; /**< if annihilation_variation is non-zero, - this is the value of z at which the - parameter annihilation is defined, i.e. - F(annihilation_z)=annihilation */ +struct thermo_vector { - double annihilation_zmax; /**< if annihilation_variation is non-zero, - redshift above which annihilation rate - is maximal */ + int ti_size; /**< size of thermo vector (ti stands for thermodynamical, integrated) */ - double annihilation_zmin; /**< if annihilation_variation is non-zero, - redshift below which annihilation rate - is constant */ + int index_ti_x_H; /**< index for hydrogen fraction in y */ + int index_ti_x_He; /**< index for helium fraction in y */ + int index_ti_D_Tmat; /**< index for temperature difference between baryons and photons */ + int index_ti_T_idm; /**< index for idm temperature fraction in y */ - double annihilation_f_halo; /**< takes the contribution of DM annihilation in halos into account*/ - double annihilation_z_halo; /**< characteristic redshift for DM annihilation in halos*/ + double * y; /**< vector of quantities to be integrated */ + double * dy; /**< time-derivative of the same vector */ - //@} + int * used_in_output; /**< boolean array specifying which quantities enter in the calculation of output functions */ }; /** - * Temporary structure where all the reionization history is defined and stored. - * - * This structure is used internally by the thermodynamics module, - * but never passed to other modules. + * Workspace for differential equation of thermodynamics */ -struct reionization { - - /** @name - indices of vector of thermodynamics variables related to reionization */ - - //@{ +struct thermo_diffeq_workspace { - int index_re_z; /**< redshift \f$ z \f$ */ - int index_re_xe; /**< ionization fraction \f$ x_e \f$ */ - int index_re_Tb; /**< baryon temperature \f$ T_b \f$ */ - int index_re_cb2; /**< squared baryon sound speed \f$ c_b^2 \f$ */ - int index_re_dkappadtau; /**< Thomson scattering rate \f$ d \kappa / d \tau\f$ (units 1/Mpc) */ - int index_re_dkappadz; /**< Thomson scattering rate with respect to redshift \f$ d \kappa / d z\f$ (units 1/Mpc) */ - int index_re_d3kappadz3; /**< second derivative of previous quantity with respect to redshift */ - int re_size; /**< size of this vector */ + double x_H; /**< Hydrogen ionization fraction */ + double x_He; /**< Helium ionization fraction */ + double x_noreio; /**< Electron ionization fraction, not taking into account reionization */ + double x_reio; /**< Electron ionization fraction, taking into account reionization */ - //@} + double x; /**< total ionization fraction following usual CMB convention, n_free/n_H = x_H + fHe * x_He; */ - /** @name - table of the above variables at each redshift, and number of redshifts */ + double Tmat; /**< matter temperature */ - //@{ + double R_idm_b; /**< idm_b interaction coefficient */ + double T_idm; /**< idm_g temperature \f$ T_{idm-g} \f$ */ + double T_idm_prime; /**< derivative of idm_g temperature */ + double dmu_idm_g; /**< scattering rate for idm_g \f& d \mu / d \tau \f$ */ + double c2_idm; /**< sound speed for idm_g \f$ c_{idm-g}^2 \f$*/ + double dmu_idm_dr; /**< scattering rate of idr with idm_g_dr (i.e. idr opacity to idm_g_dr scattering) (units 1/Mpc) */ + double dmu_idr; /**< idr self-interaction rate */ + double Sinv_idm_dr; /**< ratio of idm and idr densities */ - int rt_size; /**< number of lines (redshift steps) in the table */ - double * reionization_table; /**< table reionization_table[index_z*preio->re_size+index_re] with all other quantities (array of size preio->rt_size*preio->re_size) */ + /* index of approximation schemes for the thermal history */ + int index_ap_idmtca;/**< index for approximation during idm-g, idm-b or idm-dr tca*/ + int index_ap_brec; /**< before H- and He-recombination */ + int index_ap_He1; /**< during 1st He-recombination (HeIII) */ + int index_ap_He1f; /**< in between 1st and 2nd He recombination */ + int index_ap_He2; /**< beginning of 2nd He-recombination (HeII) */ + int index_ap_H; /**< beginning of H-recombination (HI) */ + int index_ap_frec; /**< during and after full H- and HeII-recombination */ + int index_ap_reio; /**< during reionization */ - //@} + int ap_current; /** current approximation scheme index */ + int ap_size; /**< number of approximation intervals used during evolver loop */ + int ap_size_loaded; /**< number of all approximations */ - /** @name - reionization optical depth inferred from reionization history */ + double * ap_z_limits; /**< vector storing ending limits of each approximation */ + double * ap_z_limits_delta; /**< vector storing smoothing deltas of each approximation */ - //@{ + int require_H; /** in given approximation scheme, do we need to integrate hydrogen ionization fraction? */ + int require_He; /** in given approximation scheme, do we need to integrate helium ionization fraction? */ - double reionization_optical_depth; /**< reionization optical depth inferred from reionization history */ + struct thermo_vector * ptv; /**< pointer to vector of integrated quantities and their time-derivatives */ + struct thermohyrec * phyrec; /**< pointer to wrapper of HyRec structure */ + struct thermorecfast * precfast; /**< pointer to wrapper of RecFast structure */ - //@} +}; - /** @name - indices describing input parameters used in the definition of the various possible functions x_e(z) */ +/** + * Workspace for reionization + */ - //@{ +struct thermo_reionization_parameters{ /* parameters used by reio_camb */ - int index_reio_redshift; /**< hydrogen reionization redshift */ - int index_reio_exponent; /**< an exponent used in the function x_e(z) in the reio_camb scheme */ - int index_reio_width; /**< a width defining the duration of hydrogen reionization in the reio_camb scheme */ - int index_reio_xe_before; /**< ionization fraction at redshift 'reio_start' */ - int index_reio_xe_after; /**< ionization fraction after full reionization */ - int index_helium_fullreio_fraction; /**< helium full reionization fraction inferred from primordial helium fraction */ - int index_helium_fullreio_redshift; /**< helium full reionization redshift */ - int index_helium_fullreio_width; /**< a width defining the duration of helium full reionization in the reio_camb scheme */ + int index_re_reio_redshift; /**< hydrogen reionization redshift */ + int index_re_reio_exponent; /**< an exponent used in the function x_e(z) in the reio_camb scheme */ + int index_re_reio_width; /**< a width defining the duration of hydrogen reionization in the reio_camb scheme */ + int index_re_xe_before; /**< ionization fraction at redshift 'reio_start' */ + int index_re_xe_after; /**< ionization fraction after full reionization */ + int index_re_helium_fullreio_fraction; /**< helium full reionization fraction inferred from primordial helium fraction */ + int index_re_helium_fullreio_redshift; /**< helium full reionization redshift */ + int index_re_helium_fullreio_width; /**< a width defining the duration of helium full reionization in the reio_camb scheme */ /* parameters used by reio_bins_tanh, reio_many_tanh, reio_inter */ - int reio_num_z; /**< number of reionization jumps */ - int index_reio_first_z; /**< redshift at which we start to impose reionization function */ - int index_reio_first_xe; /**< ionization fraction at redshift first_z (inferred from recombination code) */ - int index_reio_step_sharpness; /**< sharpness of tanh jump */ + int re_z_size; /**< number of reionization jumps */ + int index_re_first_z; /**< redshift at which we start to impose reionization function */ + int index_re_first_xe; /**< ionization fraction at redshift first_z (inferred from recombination code) */ + int index_re_step_sharpness; /**< sharpness of tanh jump */ /* parameters used by all schemes */ - int index_reio_start; /**< redshift above which hydrogen reionization neglected */ + int index_re_reio_start; /**< redshift above which hydrogen reionization neglected */ - //@} + double * reionization_parameters; /**< vector containing all reionization parameters necessary to compute xe(z) */ + int re_size; /**< length of vector reionization_parameters */ +}; - /** @name - vector of such parameters, and its size */ +/** + * General parameters relevant to thermal history and pointers to few other more specialised worspaces + */ - double * reionization_parameters; /**< vector containing all reionization parameters necessary to compute xe(z) */ - int reio_num_params; /**< length of vector reionization_parameters */ +struct thermo_workspace { - //@} + /* Number of z values */ + int Nz_reco_lin; /**< number of redshifts linearly sampled for recombination during the evolver loop */ + int Nz_reco_log; /**< number of redshifts logarithmically sampled for recombination during the evolver loop */ + int Nz_reco; /**< number of redshifts for recombination during the evolver loop */ + int Nz_reio; /**< number of redshift points of reionization during evolver loop*/ + int Nz_tot; /**< total number of sampled redshifts */ - /** @name - index of line in recombination table corresponding to first line of reionization table */ + /* Most important and useful parameters of evolution */ + double YHe; /**< defined as in RECFAST : primordial helium mass fraction */ + double fHe; /**< defined as in RECFAST : primordial helium-to-hydrogen nucleon ratio */ + double SIunit_H0; /**< defined as in RECFAST : Hubble parameter today in SI units */ + double SIunit_nH0; /**< defined as in RECFAST : Hydrogen number density today in SI units*/ + double Tcmb; /**< CMB temperature today in Kelvin */ - //@{ + /* Most important and useful constants */ + double const_NR_numberdens; /**< prefactor in number density of nonrelativistic species */ + double const_Tion_H; /**< ionization energy for HI as temperature */ + double const_Tion_HeI; /**< ionization energy for HeI as temperature */ + double const_Tion_HeII; /**< ionization energy for HeII as temperature */ - int index_reco_when_reio_start; /**< index of line in recombination table corresponding to first line of reionization table*/ + short has_ap_idmtca; /**< flag to determine if we have idm tight-coupling approximation */ + double z_ap_idmtca; /**< redshift at which we start idm tight-coupling approximation */ - //@} + double reionization_optical_depth; /**< reionization optical depth inferred from reionization history */ + + int last_index_back; /**< nearest location in background table */ + + struct thermo_diffeq_workspace * ptdw; /**< pointer to workspace for differential equations */ + struct thermo_reionization_parameters * ptrp; /**< pointer to workspace for reionization */ }; /** - * temporary parameters and workspace passed to the thermodynamics_derivs function + * temporary parameters and workspace passed to the thermodynamics_derivs function */ struct thermodynamics_parameters_and_workspace { @@ -444,11 +487,11 @@ struct thermodynamics_parameters_and_workspace { /* structures containing fixed input parameters (indices, ...) */ struct background * pba; struct precision * ppr; - struct recombination * preco; + struct thermodynamics * pth; /* workspace */ + struct thermo_workspace * ptw; double * pvecback; - }; /**************************************************************/ @@ -460,144 +503,177 @@ struct thermodynamics_parameters_and_workspace { extern "C" { #endif - int thermodynamics_at_z( - struct background * pba, - struct thermo * pth, - double z, - short inter_mode, - int * last_index, - double * pvecback, - double * pvecthermo - ); - - int thermodynamics_init( - struct precision * ppr, - struct background * pba, - struct thermo * pth - ); - - int thermodynamics_free( - struct thermo * pthermo - ); - - int thermodynamics_indices( - struct thermo * pthermo, - struct recombination * preco, - struct reionization * preio - ); - - int thermodynamics_helium_from_bbn( - struct precision * ppr, - struct background * pba, - struct thermo * pth - ); - - int thermodynamics_onthespot_energy_injection( - struct precision * ppr, - struct background * pba, - struct recombination * preco, - double z, - double * energy_rate, - ErrorMsg error_message - ); - - int thermodynamics_energy_injection( - struct precision * ppr, - struct background * pba, - struct recombination * preco, - double z, - double * energy_rate, - ErrorMsg error_message - ); - - int thermodynamics_reionization_function( - double z, - struct thermo * pth, - struct reionization * preio, - double * xe - ); - - int thermodynamics_reionization( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * preco, - struct reionization * preio, - double * pvecback - ); - - int thermodynamics_reionization_sample( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * preco, - struct reionization * preio, - double * pvecback - ); - - int thermodynamics_get_xe_before_reionization( - struct precision * ppr, - struct thermo * pth, - struct recombination * preco, - double z, - double * xe); - - int thermodynamics_recombination( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * prec, - double * pvecback - ); - - int thermodynamics_recombination_with_hyrec( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * prec, - double * pvecback - ); - - int thermodynamics_recombination_with_recfast( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * prec, - double * pvecback - ); - - int thermodynamics_derivs_with_recfast( - double z, - double * y, - double * dy, - void * fixed_parameters, - ErrorMsg error_message - ); - - int thermodynamics_merge_reco_and_reio( - struct precision * ppr, - struct thermo * pth, - struct recombination * preco, - struct reionization * preio - ); + /* external functions of the module*/ + + int thermodynamics_at_z(struct background * pba, + struct thermodynamics * pth, + double z, + enum interpolation_method inter_mode, + int * last_index, + double * pvecback, + double * pvecthermo); + + int thermodynamics_init(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth); + + int thermodynamics_free(struct thermodynamics * pth); + + int thermodynamics_free_input(struct thermodynamics * pth); + + /* internal functions of the module */ + + int thermodynamics_helium_from_bbn(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth); + + int thermodynamics_checks(struct precision * ppr, + struct background* pba, + struct thermodynamics * pth); + + int thermodynamics_workspace_init(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace * ptw); + + int thermodynamics_indices(struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace* ptw); + + int thermodynamics_lists(struct precision * ppr, + struct background* pba, + struct thermodynamics* pth, + struct thermo_workspace* ptw); + + int thermodynamics_set_parameters_reionization(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct thermo_reionization_parameters * preio); + + int thermodynamics_solve(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace* ptw, + double * pvecback); + + int thermodynamics_calculate_remaining_quantities(struct precision * ppr, + struct background * pba, + struct thermodynamics* pth, + double* pvecback); + + int thermodynamics_output_summary(struct background* pba, + struct thermodynamics* pth); + + int thermodynamics_workspace_free(struct thermodynamics* pth, struct thermo_workspace * ptw); + + int thermodynamics_vector_init(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + double z, + struct thermo_workspace * ptw); + + int thermodynamics_reionization_evolve_with_tau(struct thermodynamics_parameters_and_workspace * tpaw, + double mz_ini, + double mz_end, + double * mz_output, + int Nz); + + int thermodynamics_derivs( + double mz, + double * y, + double * dy, + void * parameters_and_workspace, + ErrorMsg error_message + ); + + int thermodynamics_timescale(double z, + void * thermo_parameters_and_workspace, + double * timescale, + ErrorMsg error_message); + + int thermodynamics_sources(double mz, + double * y, + double * dy, + int index_z, + void * thermo_parameters_and_workspace, + ErrorMsg error_message); + + int thermodynamics_reionization_get_tau(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace * ptw); + + int thermodynamics_vector_free(struct thermo_vector * tv); + + + int thermodynamics_calculate_conformal_drag_time(struct background* pba, + struct thermodynamics* pth, + double* pvecback); + + int thermodynamics_calculate_damping_scale(struct background* pba, + struct thermodynamics* pth, + double* pvecback); + + int thermodynamics_calculate_opticals(struct precision* ppr, + struct thermodynamics* pth); + + int thermodynamics_calculate_recombination_quantities(struct precision* ppr, + struct background * pba, + struct thermodynamics* pth, + double* pvecback); + + int thermodynamics_calculate_drag_quantities(struct precision* ppr, + struct background * pba, + struct thermodynamics* pth, + double* pvecback); + + int thermodynamics_ionization_fractions( + double z, + double * y, + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace * ptw, + int current_ap + ); + + int thermodynamics_reionization_function(double z, + struct thermodynamics * pth, + struct thermo_reionization_parameters * preio, + double * x); + + int thermodynamics_obtain_z_ini( + struct precision * ppr, + struct background *pba, + struct thermodynamics *pth, + struct thermo_workspace * ptw + ); int thermodynamics_output_titles(struct background * pba, - struct thermo *pth, - char titles[_MAXTITLESTRINGLENGTH_] - ); + struct thermodynamics *pth, + char titles[_MAXTITLESTRINGLENGTH_]); int thermodynamics_output_data(struct background * pba, - struct thermo *pth, + struct thermodynamics *pth, int number_of_titles, - double *data - ); - - int thermodynamics_tanh(double x, - double center, - double before, - double after, - double width, - double * result); + double *data); + + int thermodynamics_calculate_idm_and_idr_quantities(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + double* pvecback); + + int thermodynamics_idm_quantities(struct background * pba, + double z, + double * y, + double * dy, + struct thermodynamics * pth, + struct thermo_workspace * ptw, + double * pvecback); + + int thermodynamics_idm_initial_temperature(struct background* pba, + struct thermodynamics* pth, + double z_ini, + struct thermo_diffeq_workspace * ptdw); #ifdef __cplusplus } @@ -611,7 +687,7 @@ extern "C" { //@{ -#define _BBN_ -1 +#define _YHE_BBN_ -1 /**< value assigned to the parameter pth->YHe by the input module when this parameter must be computed using BBN tables */ //@} @@ -627,57 +703,34 @@ extern "C" { #define _not4_ 3.9715 /**< Helium to Hydrogen mass ratio */ #define _sigma_ 6.6524616e-29 /**< Thomson cross-section in m^2 */ -//@} - -/** - * @name Some specific constants needed by RECFAST: - */ - -//@{ - #define _RECFAST_INTEG_SIZE_ 3 -#define _Lambda_ 8.2245809 -#define _Lambda_He_ 51.3 -#define _L_H_ion_ 1.096787737e7 -#define _L_H_alpha_ 8.225916453e6 -#define _L_He1_ion_ 1.98310772e7 -#define _L_He2_ion_ 4.389088863e7 -#define _L_He_2s_ 1.66277434e7 -#define _L_He_2p_ 1.71134891e7 -#define _A2P_s_ 1.798287e9 /*updated like in recfast 1.4*/ -#define _A2P_t_ 177.58e0 /*updated like in recfast 1.4*/ -#define _L_He_2Pt_ 1.690871466e7 /*updated like in recfast 1.4*/ -#define _L_He_2St_ 1.5985597526e7 /*updated like in recfast 1.4*/ -#define _L_He2St_ion_ 3.8454693845e6 /*updated like in recfast 1.4*/ -#define _sigma_He_2Ps_ 1.436289e-22 /*updated like in recfast 1.4*/ -#define _sigma_He_2Pt_ 1.484872e-22 /*updated like in recfast 1.4*/ - //@} /** - * @name Some specific constants needed by recfast_derivs: + * @name Some other physical constants */ //@{ -#define _a_PPB_ 4.309 -#define _b_PPB_ -0.6166 -#define _c_PPB_ 0.6703 -#define _d_PPB_ 0.5300 -#define _T_0_ pow(10.,0.477121) /* from recfast 1.4 */ -#define _a_VF_ pow(10.,-16.744) -#define _b_VF_ 0.711 -#define _T_1_ pow(10.,5.114) -#define _a_trip_ pow(10.,-16.306) /* from recfast 1.4 */ -#define _b_trip_ 0.761 /* from recfast 1.4 */ +#define _s_over_Mpc_ 9.71561189e-15 /**< conversion factor from s to megaparsecs (1 s= const*Mpc) */ +#define _Mpc_over_GeV_ 1.56373832e38 /**< conversion factor from GeV to megaparsecs (1 GeV= const/Mpc) */ +#define _GeV_over_kg_ 1.78266191e-27 /**< conversion factor from GeV to kg (1 GeV= const*kg) */ +#define _GeVcm3_over_Mpc2_ 94.7024726 /**< conversion factor from CLASS_rho 1/Mpc^2 to rho in GeV/cm^3 (rho in GeV/cm^3=const*CLASS_rho) */ +#define _Jm3_over_Mpc2_ 0.0151730087 /**< conversion factor from CLASS_rho 1/Mpc^2 to rho in Joule/m^3 (rho in Joule/m^3=const*CLASS_rho) */ +#define _Sun_mass_ 1.98855e30 /**< sun mass in kg */ +#define _eV_over_Kelvin_ 8.61733034e-5 /**< kB in eV/K */ +#define _eV_over_joules_ 6.24150647996e+18 /**< eV/J */ + //@} +/* @endcond */ + /** * @name Some limits imposed on cosmological parameter values: */ -/* @endcond */ + //@{ #define _YHE_BIG_ 0.5 /**< maximal \f$ Y_{He} \f$ */ diff --git a/include/transfer.h b/include/transfer.h old mode 100755 new mode 100644 index cccb4b81..b92f6a89 --- a/include/transfer.h +++ b/include/transfer.h @@ -3,7 +3,7 @@ #ifndef __TRANSFER__ #define __TRANSFER__ -#include "nonlinear.h" +#include "fourier.h" #include "hyperspherical.h" #include #include @@ -11,7 +11,45 @@ /* macro: test if index_tt is in the range between index and index+num, while the flag is true */ #define _index_tt_in_range_(index,num,flag) (flag == _TRUE_) && (index_tt >= index) && (index_tt < index+num) - +/* macro: test if index_tt corresponds to an integrated nCl/sCl contribution */ +#define _integrated_ncl_ (_index_tt_in_range_(ptr->index_tt_lensing, ppt->selection_num, ppt->has_cl_lensing_potential)) || \ + (_index_tt_in_range_(ptr->index_tt_nc_lens, ppt->selection_num, ppt->has_nc_lens)) || \ + (_index_tt_in_range_(ptr->index_tt_nc_g4, ppt->selection_num, ppt->has_nc_gr)) || \ + (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) +/* macro: test if index_tt corresponds to an non-integrated nCl/sCl contribution */ +#define _nonintegrated_ncl_ (_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) || \ + (_index_tt_in_range_(ptr->index_tt_rsd, ppt->selection_num, ppt->has_nc_rsd)) || \ + (_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) || \ + (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) || \ + (_index_tt_in_range_(ptr->index_tt_nc_g1, ppt->selection_num, ppt->has_nc_gr)) || \ + (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr)) || \ + (_index_tt_in_range_(ptr->index_tt_nc_g3, ppt->selection_num, ppt->has_nc_gr)) +/* macro: bin number associated to particular redshift bin and selection function for non-integrated contributions*/ +#define _get_bin_nonintegrated_ncl_(index_tt) \ + if (_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) \ + bin = index_tt - ptr->index_tt_density; \ + if (_index_tt_in_range_(ptr->index_tt_rsd, ppt->selection_num, ppt->has_nc_rsd)) \ + bin = index_tt - ptr->index_tt_rsd; \ + if (_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) \ + bin = index_tt - ptr->index_tt_d0; \ + if (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) \ + bin = index_tt - ptr->index_tt_d1; \ + if (_index_tt_in_range_(ptr->index_tt_nc_g1, ppt->selection_num, ppt->has_nc_gr)) \ + bin = index_tt - ptr->index_tt_nc_g1; \ + if (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr)) \ + bin = index_tt - ptr->index_tt_nc_g2; \ + if (_index_tt_in_range_(ptr->index_tt_nc_g3, ppt->selection_num, ppt->has_nc_gr)) \ + bin = index_tt - ptr->index_tt_nc_g3; +/* macro: bin number associated to particular redshift bin and selection function for integrated contributions*/ +#define _get_bin_integrated_ncl_(index_tt) \ + if (_index_tt_in_range_(ptr->index_tt_lensing, ppt->selection_num, ppt->has_cl_lensing_potential)) \ + bin = index_tt - ptr->index_tt_lensing; \ + if (_index_tt_in_range_(ptr->index_tt_nc_lens, ppt->selection_num, ppt->has_nc_lens)) \ + bin = index_tt - ptr->index_tt_nc_lens; \ + if (_index_tt_in_range_(ptr->index_tt_nc_g4, ppt->selection_num, ppt->has_nc_gr)) \ + bin = index_tt - ptr->index_tt_nc_g4; \ + if (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) \ + bin = index_tt - ptr->index_tt_nc_g5; /** * Structure containing everything about transfer functions in * harmonic space \f$ \Delta_l^{X} (q) \f$ that other modules need to @@ -35,7 +73,7 @@ * 'thermodynamics' and 'perturbation' structures. */ -struct transfers { +struct transfer { /** @name - input parameters initialized by user in input module * (all other quantities are computed in this module, given these @@ -133,7 +171,7 @@ struct transfers { //@{ - size_t q_size; /**< number of wavenumber values */ + size_t q_size; /**< number of wavenumber values corresponding to k up to k_max_cl */ double * q; /**< list of wavenumber values, q[index_q] */ @@ -141,6 +179,14 @@ struct transfers { int index_q_flat_approximation; /**< index of the first q value using the flat rescaling approximation */ + short do_lcmb_full_limber; /**< in this particular run, will we use the full Limber scheme? */ + + size_t q_size_limber; /**< number of wavenumber values corresponding to k up to k_max */ + + double * q_limber; /**< list of wavenumber values used in full limber scheme, q_limber[index_q] */ + + double ** k_limber; /**< list of wavenumber values used in full limber scheme */ + //@} /** @name - transfer functions */ @@ -149,14 +195,14 @@ struct transfers { double ** transfer; /**< table of transfer functions for each mode, initial condition, type, multipole and wavenumber, with argument transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) * ptr->l_size[index_md] + index_l) * ptr->q_size + index_q] */ + double ** transfer_limber; /**< table of transfer functions used in full limber scheme */ + //@} /** @name - technical parameters */ //@{ - short initialise_HIS_cache; /**< only true if we are using CLASS for setting up a cache of HIS structures */ - short transfer_verbose; /**< flag regulating the amount of information sent to standard output (none if set to zero) */ ErrorMsg error_message; /**< zone for writing error messages */ @@ -169,7 +215,7 @@ struct transfers { * know for computing transfer functions (but that can be forgotten * once the transfer functions are known, otherwise they would be * stored in the transfer module) -*/ + */ struct transfer_workspace { @@ -193,7 +239,7 @@ struct transfer_workspace { int tau_size; /**< number of discrete time values for a given type */ int tau_size_max; /**< maximum number of discrete time values for all types */ - double * interpolated_sources; /**< interpolated_sources[index_tau]: + double * interpolated_sources; /**< interpolated_sources[index_tau]: sources interpolated from the perturbation module at the right value of k */ @@ -258,7 +304,7 @@ extern "C" { #endif int transfer_functions_at_q( - struct transfers * ptr, + struct transfer * ptr, int index_md, int index_ic, int index_type, @@ -270,98 +316,97 @@ extern "C" { int transfer_init( struct precision * ppr, struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct nonlinear * pnl, - struct transfers * ptr + struct thermodynamics * pth, + struct perturbations * ppt, + struct fourier * pfo, + struct transfer * ptr ); int transfer_free( - struct transfers * ptr + struct transfer * ptr ); - int transfer_indices_of_transfers( - struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, - double q_period, - double K, - int sgnK - ); + int transfer_indices( + struct precision * ppr, + struct perturbations * ppt, + struct transfer * ptr, + double q_period, + double K, + int sgnK + ); int transfer_perturbation_copy_sources_and_nl_corrections( - struct perturbs * ppt, - struct nonlinear * pnl, - struct transfers * ptr, + struct perturbations * ppt, + struct fourier * pfo, + struct transfer * ptr, double *** sources ); int transfer_perturbation_source_spline( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double *** sources, double *** sources_spline ); int transfer_perturbation_sources_free( - struct perturbs * ppt, - struct nonlinear * pnl, - struct transfers * ptr, + struct perturbations * ppt, + struct fourier * pfo, + struct transfer * ptr, double *** sources ); int transfer_perturbation_sources_spline_free( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double *** sources_spline ); int transfer_get_l_list( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr + struct perturbations * ppt, + struct transfer * ptr ); int transfer_get_q_list( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double q_period, double K, int sgnK ); - int transfer_get_q_list_v1( - struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, - double q_period, - double K, - int sgnK - ); + int transfer_get_q_limber_list( + struct precision * ppr, + struct perturbations * ppt, + struct transfer * ptr, + double K, + int sgnK + ); int transfer_get_k_list( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double K ); int transfer_get_source_correspondence( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int ** tp_of_tt ); int transfer_free_source_correspondence( - struct transfers * ptr, + struct transfer * ptr, int ** tp_of_tt ); int transfer_source_tau_size_max( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double tau_rec, double tau0, int * tau_size_max @@ -370,8 +415,8 @@ extern "C" { int transfer_source_tau_size( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double tau_rec, double tau0, int index_md, @@ -382,28 +427,30 @@ extern "C" { int transfer_compute_for_each_q( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int ** tp_of_tt, int index_q, int tau_size_max, double tau_rec, double *** sources, double *** sources_spline, - struct transfer_workspace * ptw + double * window, + struct transfer_workspace * ptw, + short use_full_limber ); int transfer_radial_coordinates( - struct transfers * ptr, + struct transfer * ptr, struct transfer_workspace * ptw, int index_md, int index_q ); int transfer_interpolate_sources( - struct perturbs * ppt, - struct transfers * ptr, - int index_q, + struct perturbations * ppt, + struct transfer * ptr, + double k, int index_md, int index_ic, int index_type, @@ -415,14 +462,16 @@ extern "C" { int transfer_sources( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double * interpolated_sources, double tau_rec, - int index_q, + double k, int index_md, int index_tt, double * sources, + double * window, + int tau_size_max, double * tau0_minus_tau, double * delta_tau, int * tau_size_out @@ -430,14 +479,14 @@ extern "C" { int transfer_selection_function( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double z, double * selection); int transfer_dNdz_analytic( - struct transfers * ptr, + struct transfer * ptr, double z, double * dNdz, double * dln_dNdz_dz); @@ -445,8 +494,8 @@ extern "C" { int transfer_selection_sampling( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double * tau0_minus_tau, int tau_size); @@ -454,8 +503,8 @@ extern "C" { int transfer_lensing_sampling( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double tau0, double * tau0_minus_tau, @@ -464,8 +513,8 @@ extern "C" { int transfer_source_resample( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double * tau0_minus_tau, int tau_size, @@ -477,8 +526,8 @@ extern "C" { int transfer_selection_times( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double * tau_min, double * tau_mean, @@ -487,8 +536,8 @@ extern "C" { int transfer_selection_compute( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double * selection, double * tau0_minus_tau, double * delta_tau, @@ -500,8 +549,8 @@ extern "C" { int transfer_compute_for_each_l( struct transfer_workspace * ptw, struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int index_q, int index_md, int index_ic, @@ -509,13 +558,14 @@ extern "C" { int index_l, double l, double q_max_bessel, - radial_function_type radial_type + radial_function_type radial_type, + short use_full_limber ); int transfer_use_limber( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double q_max_bessel, int index_md, int index_tt, @@ -525,8 +575,8 @@ extern "C" { ); int transfer_integrate( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, struct transfer_workspace *ptw, int index_q, int index_md, @@ -539,7 +589,7 @@ extern "C" { ); int transfer_limber( - struct transfers * ptr, + struct transfer * ptr, struct transfer_workspace * ptw, int index_md, int index_q, @@ -550,7 +600,7 @@ extern "C" { ); int transfer_limber_interpolate( - struct transfers * ptr, + struct transfer * ptr, double * tau0_minus_tau, double * sources, int tau_size, @@ -560,7 +610,7 @@ extern "C" { int transfer_limber2( int tau_size, - struct transfers * ptr, + struct transfer * ptr, int index_md, int index_q, double l, @@ -573,8 +623,8 @@ extern "C" { int transfer_can_be_neglected( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int index_md, int index_ic, int index_tt, @@ -586,16 +636,16 @@ extern "C" { int transfer_late_source_can_be_neglected( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int index_md, int index_tt, double l, short * neglect); int transfer_select_radial_function( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int index_md, int index_tt, radial_function_type *radial_type @@ -603,8 +653,8 @@ extern "C" { int transfer_radial_function( struct transfer_workspace * ptw, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double k, int index_q, int index_l, @@ -614,19 +664,19 @@ extern "C" { ); int transfer_init_HIS_from_bessel( - struct transfers * ptr, + struct transfer * ptr, HyperInterpStruct *pHIS ); int transfer_global_selection_read( - struct transfers * ptr + struct transfer * ptr ); int transfer_workspace_init( - struct transfers * ptr, + struct transfer * ptr, struct precision * ppr, struct transfer_workspace **ptw, - int perturb_tau_size, + int perturbations_tau_size, int tau_size_max, double K, int sgnK, @@ -635,17 +685,17 @@ extern "C" { ); int transfer_workspace_free( - struct transfers * ptr, + struct transfer * ptr, struct transfer_workspace *ptw ); int transfer_update_HIS( struct precision * ppr, - struct transfers * ptr, + struct transfer * ptr, struct transfer_workspace * ptw, int index_q, double tau0 - ); + ); int transfer_get_lmax(int (*get_xmin_generic)(int sgnK, int l, @@ -665,6 +715,25 @@ extern "C" { int *index_l_right, ErrorMsg error_message); + int transfer_precompute_selection( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct transfer * ptr, + double tau_rec, + int tau_size_max, + double ** window + ); + + int transfer_f_evo( + struct background* pba, + struct transfer * ptr, + double* pvecback, + int last_index, + double cotKgen, + double* f_evo + ); + #ifdef __cplusplus } #endif diff --git a/include/trigonometric_integrals.h b/include/trigonometric_integrals.h new file mode 100644 index 00000000..da82b53a --- /dev/null +++ b/include/trigonometric_integrals.h @@ -0,0 +1,33 @@ +/** + * definitions for module trigonometric_integrals.c + */ + +#ifndef __TRIGONOMETRIC_INTEGRALS__ +#define __TRIGONOMETRIC_INTEGRALS__ + +#include "common.h" + +/** + * Boilerplate for C++ + */ +#ifdef __cplusplus +extern "C" { +#endif + + int cosine_integral( + double x, + double *Ci, + ErrorMsg error_message + ); + + int sine_integral( + double x, + double *Si, + ErrorMsg error_message + ); + +#ifdef __cplusplus +} +#endif + +#endif diff --git a/main/class.c b/main/class.c old mode 100755 new mode 100644 index 83565f07..a94ae6ed --- a/main/class.c +++ b/main/class.c @@ -8,18 +8,19 @@ int main(int argc, char **argv) { struct precision pr; /* for precision parameters */ struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ + struct fourier fo; /* for non-linear spectra */ + struct transfer tr; /* for transfer functions */ + struct harmonic hr; /* for output spectra */ struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ struct output op; /* for output files */ ErrorMsg errmsg; /* for error messages */ - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,errmsg) == _FAILURE_) { - printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); + if (input_init(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op,errmsg) == _FAILURE_) { + printf("\n\nError running input_init \n=>%s\n",errmsg); return _FAILURE_; } @@ -33,8 +34,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); + if (perturbations_init(&pr,&ba,&th,&pt) == _FAILURE_) { + printf("\n\nError in perturbations_init \n=>%s\n",pt.error_message); return _FAILURE_; } @@ -43,40 +44,50 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (nonlinear_init(&pr,&ba,&th,&pt,&pm,&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_init \n=>%s\n",nl.error_message); + if (fourier_init(&pr,&ba,&th,&pt,&pm,&fo) == _FAILURE_) { + printf("\n\nError in fourier_init \n=>%s\n",fo.error_message); return _FAILURE_; } - if (transfer_init(&pr,&ba,&th,&pt,&nl,&tr) == _FAILURE_) { + if (transfer_init(&pr,&ba,&th,&pt,&fo,&tr) == _FAILURE_) { printf("\n\nError in transfer_init \n=>%s\n",tr.error_message); return _FAILURE_; } - if (spectra_init(&pr,&ba,&pt,&pm,&nl,&tr,&sp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",sp.error_message); + if (harmonic_init(&pr,&ba,&pt,&pm,&fo,&tr,&hr) == _FAILURE_) { + printf("\n\nError in harmonic_init \n=>%s\n",hr.error_message); return _FAILURE_; } - if (lensing_init(&pr,&pt,&sp,&nl,&le) == _FAILURE_) { + if (lensing_init(&pr,&pt,&hr,&fo,&le) == _FAILURE_) { printf("\n\nError in lensing_init \n=>%s\n",le.error_message); return _FAILURE_; } - if (output_init(&ba,&th,&pt,&pm,&tr,&sp,&nl,&le,&op) == _FAILURE_) { + if (distortions_init(&pr,&ba,&th,&pt,&pm,&sd) == _FAILURE_) { + printf("\n\nError in distortions_init \n=>%s\n",sd.error_message); + return _FAILURE_; + } + + if (output_init(&ba,&th,&pt,&pm,&tr,&hr,&fo,&le,&sd,&op) == _FAILURE_) { printf("\n\nError in output_init \n=>%s\n",op.error_message); return _FAILURE_; } /****** all calculations done, now free the structures ******/ + if (distortions_free(&sd) == _FAILURE_) { + printf("\n\nError in distortions_free \n=>%s\n",sd.error_message); + return _FAILURE_; + } + if (lensing_free(&le) == _FAILURE_) { printf("\n\nError in lensing_free \n=>%s\n",le.error_message); return _FAILURE_; } - if (spectra_free(&sp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",sp.error_message); + if (harmonic_free(&hr) == _FAILURE_) { + printf("\n\nError in harmonic_free \n=>%s\n",hr.error_message); return _FAILURE_; } @@ -85,8 +96,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (nonlinear_free(&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_free \n=>%s\n",nl.error_message); + if (fourier_free(&fo) == _FAILURE_) { + printf("\n\nError in fourier_free \n=>%s\n",fo.error_message); return _FAILURE_; } @@ -95,8 +106,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); + if (perturbations_free(&pt) == _FAILURE_) { + printf("\n\nError in perturbations_free \n=>%s\n",pt.error_message); return _FAILURE_; } diff --git a/notebooks/Growth_with_w.ipynb b/notebooks/Growth_with_w.ipynb index 793be030..d85dd6ea 100644 --- a/notebooks/Growth_with_w.ipynb +++ b/notebooks/Growth_with_w.ipynb @@ -2,10 +2,8 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", @@ -18,10 +16,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": false - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "w0vec = [-0.7, -1.0, -1.3]\n", @@ -45,10 +41,8 @@ }, { "cell_type": "code", - "execution_count": 12, - "metadata": { - "collapsed": false - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "import scipy\n", @@ -58,7 +52,7 @@ "def D_hypergeom(avec,csm):\n", " bg = csm.get_background()\n", " Om = csm.Omega0_m()\n", - " if bg.has_key('(.)rho_lambda'):\n", + " if '(.)rho_lambda' in bg:\n", " Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1]\n", " else:\n", " Ol = bg['(.)rho_fld'][-1]/bg['(.)rho_crit'][-1]\n", @@ -71,7 +65,7 @@ "def f_hypergeom(avec,csm):\n", " bg = csm.get_background()\n", " Om = csm.Omega0_m()\n", - " if bg.has_key('(.)rho_lambda'):\n", + " if '(.)rho_lambda' in bg:\n", " Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1]\n", " else:\n", " Ol = bg['(.)rho_fld'][-1]/bg['(.)rho_crit'][-1]\n", @@ -84,7 +78,7 @@ "def D_integral2(avec,csm):\n", " bg = csm.get_background()\n", " Om = csm.Omega0_m()\n", - " if bg.has_key('(.)rho_lambda'):\n", + " if '(.)rho_lambda' in bg:\n", " Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1]\n", " w0 = -1\n", " wa = 0.0\n", @@ -122,7 +116,7 @@ "\n", "def D_linder(avec,csm):\n", " bg = csm.get_background()\n", - " if bg.has_key('(.)rho_lambda'):\n", + " if '(.)rho_lambda' in bg:\n", " Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1]\n", " w0 = -1\n", " wa = 0.0\n", @@ -152,7 +146,7 @@ "\n", "def D_linder2(avec,csm):\n", " bg = csm.get_background()\n", - " if bg.has_key('(.)rho_lambda'):\n", + " if '(.)rho_lambda' in bg:\n", " Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1]\n", " w0 = -1\n", " wa = 0.0\n", @@ -197,22 +191,9 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "image/png": 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GbDZjZ2fHpk2bWLp0qWX6Uoddu3ZxzTXXcMMNNzBmzBimT5+On5/fJX8+IYQQ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\nJ5/EXXfdda7WuPa5TJgw4cT69eu3jR8//oQ/r9sUrTmrdiW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9+3cQa0tg3PDTMJlMrNv0CWaTmRH5E0hNSKdy33aaW+pIS8pmaM4o/B4v9fVV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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "lw=2\n", "fs=14\n", "fig, (ax1, ax2) = plt.subplots(2,1,figsize=(6,8),sharex=True,)\n", "# gridspec_kw = {'height_ratios':[2, 1]})\n", - "for M, csm in cosmo.iteritems():\n", + "for M, csm in iter(cosmo.items()):\n", " if M!='LCDM':\n", " w0, wa = M.strip('()').split(',')\n", " if float(wa)!=0.0:\n", @@ -351,36 +319,27 @@ "fig.subplots_adjust(hspace=0.0)\n", "fig.savefig('Growthrate_w0.pdf')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/Thomas_PPF.ipynb b/notebooks/Thomas_PPF.ipynb deleted file mode 100644 index 47850661..00000000 --- a/notebooks/Thomas_PPF.ipynb +++ /dev/null @@ -1,432 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "%matplotlib inline\n", - "import matplotlib\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from classy import Class" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "k_out = [5e-5, 5e-4, 5e-3]\n", - "models = ['PPF1','PPF2','FLD1','FLD1S']\n", - "w0 = {'PPF1':-0.7,'PPF2':-1.15,'FLD1':-0.7,'FLD1S':-0.7}\n", - "wa = {'PPF1':0.,'PPF2':0.5,'FLD1':0.,'FLD1S':0.}\n", - "omega_cdm = {'PPF1':0.104976,'PPF2':0.120376,'FLD1':0.104976,'FLD1S':0.104976}\n", - "omega_b = 0.022\n", - "##Omega_cdm = {'PPF1':0.26,'PPF2':0.21,'FLD1':0.26,'FLD1S':0.26}\n", - "##Omega_b = 0.05\n", - "h = {'PPF1':0.64,'PPF2':0.74,'FLD1':0.64,'FLD1S':0.64}\n", - "cosmo = {}\n", - "\n", - "for M in models:\n", - " use_ppf = 'yes'\n", - " gauge = 'Newtonian'\n", - " if 'FLD' in M:\n", - " use_ppf = 'no'\n", - " if 'S' in M:\n", - " gauge = 'Synchronous'\n", - " \n", - " cosmo[M] = Class()\n", - " \n", - " cosmo[M].set({'output':'tCl Mpk dTk vTk','k_output_values':str(k_out).strip('[]'),\n", - " 'h':h[M],\n", - " 'omega_b':omega_b,'omega_cdm':omega_cdm[M],\n", - " ##'Omega_b':Omega_b,'omega_cdm':Omega_cdm[M],\n", - " 'cs2_fld':1.,\n", - " 'w0_fld':w0[M],'wa_fld':wa[M],'Omega_Lambda':0.,'gauge':gauge,\n", - " 'use_ppf':use_ppf})\n", - " cosmo[M].compute()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(6e-11, 1e-09)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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GG7Ls0qn7ZRaLbxzg1VdfZfDgwURHR0sZiD+QLQQhapiTKyM58kISvqmhxAbu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\nzbBhwxg6dCguLi5G+1kJoQc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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "colours = ['r','k','g','m']\n", - "for i,M in enumerate(models):\n", - " cl = cosmo[M].raw_cl()\n", - " l = cl['ell']\n", - " \n", - " plt.loglog(l,cl['tt']*l*(l+1)/(2.*np.pi),label=M,color=colours[i])\n", - "plt.legend(loc='upper left')\n", - "\n", - "plt.xlim([2,300])\n", - "#plt.xlim([20,300])\n", - "\n", - "plt.ylim([6e-11,1e-9])" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.3, 0.63)" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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ZVH01n+1Tp+HetStoHScTam0ihUKhqGfjL3uITQ4jMS0SvB6Y9yfYuxqmfQgR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\ny/cxd+5cHnvsMebNm0diYiJ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3unfvTu/eDTmt2bNnI4Rg8eLF/rIXX3wRIQQLFiw44nvd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\nVABoMagnhYWFzJkzh7lz59qd5nElKyuL+Ph4pk2bRkpKCrt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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for M in ['PPF1','FLD1']:\n", - " csm = cosmo[M]\n", - " pt = csm.get_perturbations()\n", - " pts = pt['scalar']\n", - " for i,k in enumerate(k_out):\n", - " ptk = pts[i]\n", - " a = ptk['a']\n", - " phi = ptk['phi']\n", - " psi = ptk['psi']\n", - " if 'FLD' in M:\n", - " ls = ':'\n", - " lw=5\n", - " else:\n", - " ls = '-'\n", - " lw=1\n", - " plt.semilogx(a,0.5*(phi+psi),label=M+' '+'$k='+str(k)+'Mpc^{-1}$',ls=ls,lw=lw)\n", - "plt.legend(loc='lower left')\n", - "plt.xlim([1e-2,1])\n", - "plt.ylim([0.3,0.63])" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "515 514\n", - "512 512\n", - "541 540\n", - "562 569\n", - "537 544\n", - "550 551\n" - ] - }, - { - "data": { - "image/png": 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o1Rr+53+28auN2zEZ4qjVBKDDSlBrJUplIa2tF9EHehIaGU54eBi+Om/0aBAI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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "#kminclosed = sqrt(-8*Omega_k)*(70/3e5) Mpc^(-1)\n", - "\n", - "k_out = [1e-3] #[1e-4, 1e-3, 1e-2]\n", - "#models = ['PPF1','PPF2','FLD1']\n", - "models = ['PPF1','FLD1']\n", - "w0 = {'PPF1':-0.7,'PPF2':-1.15,'FLD1':-0.7,'FLD1S':-0.7}\n", - "wa = {'PPF1':0.,'PPF2':0.5,'FLD1':0.,'FLD1S':0.}\n", - "omega_cdm = {'PPF1':0.104976,'PPF2':0.120376,'FLD1':0.104976,'FLD1S':0.104976}\n", - "omega_b = 0.022\n", - "##Omega_cdm = {'PPF1':0.26,'PPF2':0.21,'FLD1':0.26,'FLD1S':0.26}\n", - "##Omega_b = 0.05\n", - "h = {'PPF1':0.64,'PPF2':0.74,'FLD1':0.64}\n", - "\n", - "fig, axes = plt.subplots(1,2,figsize=(8,5))\n", - "for Omega_K in [-0.1, 0.0, 0.15]:\n", - " for gauge in ['Synchronous','Newtonian']:\n", - " cosmo = {}\n", - " for M in models:\n", - " use_ppf = 'yes'\n", - " if 'FLD' in M:\n", - " use_ppf = 'no'\n", - " \n", - " cosmo[M] = Class()\n", - " \n", - " cosmo[M].set({'output':'tCl Mpk dTk vTk','k_output_values':str(k_out).strip('[]'),\n", - " 'h':h[M],\n", - " 'omega_b':omega_b,'omega_cdm':omega_cdm[M],'Omega_k':Omega_K,\n", - " ##'Omega_b':Omega_b,'omega_cdm':Omega_cdm[M],\n", - " 'cs2_fld':1.,\n", - " 'w0_fld':w0[M],'wa_fld':wa[M],'Omega_Lambda':0.,'gauge':gauge,\n", - " 'use_ppf':use_ppf,'hyper_sampling_curved_low_nu':10.0})\n", - " cosmo[M].compute()\n", - " \n", - " label = r'$\\Omega_k='+str(Omega_K)+'$, '+gauge[0]\n", - " clfld = cosmo['FLD1'].raw_cl()\n", - " clppf = cosmo['PPF1'].raw_cl()\n", - " \n", - " axes[0].semilogx(clfld['ell'][2:],clppf['tt'][2:]/clfld['tt'][2:],label=label)\n", - " \n", - " ptfld = cosmo['FLD1'].get_perturbations()['scalar']\n", - " ptppf = cosmo['PPF1'].get_perturbations()['scalar']\n", - " for i,k in enumerate(k_out):\n", - " ptkfld = ptfld[i]\n", - " a = ptkfld['a']\n", - " phi_plus_phi_fld = ptkfld['phi']+ptkfld['psi']\n", - " ptkppf = ptppf[i]\n", - " phi_plus_phi_ppf = ptkppf['phi']+ptkppf['psi']\n", - " axes[1].semilogx(ptkppf['a'],phi_plus_phi_ppf,label=label+'_ppf')\n", - " axes[1].semilogx(ptkfld['a'],phi_plus_phi_fld,label=label+'_fld')\n", - " print len(ptkppf['a']),len(ptkfld['a'])\n", - " \n", - " axes[0].legend(loc='lower left',ncol=2)\n", - " axes[0].set_xlim([2,300])\n", - " axes[0].set_ylim([0.98,1.02])\n", - "\n", - " axes[1].legend(loc='upper left',ncol=2)\n", - " axes[1].set_xlim([1e-2,1])\n", - " axes[1].autoscale()\n", - "# axes[1].set_ylim([0.0,0.2])\n", - " \n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "image/png": 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JifwzPZ1Jl11G0tNPex1JRKTaUNGXwMy4csAA1m7dyi033sh0oM2TT/Jaixa4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\nffv2pKamcuWVV3LGGWfQtWt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RXseSYpjZZWa2ycw2m9kDpUzXwcxyzWygv/OKSOVT0Vei9p06sfzbb5k5YcKx\n3fl//vOx3flheia4bz//nK7nncfsb7/l8Z49eXXDBqpHRXkdS4phZhHAFKA30BwYYmbNS5huAvBv\nf+cVEW+o6CtZtWrVuOW++/j6u+8Y2acPU/bvp8kVV/B6587k797tdbyAmf+nP5HUvTtbDh/m/XHj\neOjjj3XGu+DWEdjsnNvqnDsKzAX6FTPdaOBtYG8Z5hURD+id1yOnn346kz/8kFXLl/Ob+HiGfvEF\n3c47jxWjRsHhw17HK7OsvXsZ2awZVz71FHFRUaxYtEgXqAkNccDOIvfTC4YVMrM4oD/wir/zFlnG\ncDNbZWarMjIyyh1aRE5ORe+xdp078/m33zLz6afZHBHBBVOmMCg6ms2TJoXc2fWWPfcc7eLjmbpx\nI/d07MiX339Pk169vI4lgfNn4H7nXJn/MJ1z051zSc65pJiYmABGE5GSqOiDQLVq1bjlgQfYvG8f\n426+mQVHjtDs3nsZfdZZ7P3Xv8A5ryOWKmPdOoYmJtLjnnvIcY4lzz/Ps19+Sc26db2OJr7bBdQv\ncj++YFhRScBcM9sODAT+YmZX+TiviHhERR9E6taty6OvvcbmnTv5/cUX88q+fSQOGsQf4+LY/Y9/\nBF3hZ2dm8lyfPjRp3ZrZ27YxtmtX1n3/Pb+7+26vo4n/VgKNzCzBzCKBwcD7RSdwziU45xo45xoA\nbwG3O+fm+TKviHhHRR+Ezj73XF5ZvJj1ycn079iRF/fsIeGmm/jfmBi2TJkCeXme5svNyuJvN91E\n49hY7lm4kI5nnsma+fN58rPPqH3GGZ5mk7JxzuUCo4CPgDTgTefcejMbYWYjyjJvRWcWEd+YC7Kt\nxNIkJSW5VatWeR2j0m3btIlnR45k5rJl5DhH76gobuvfn8ufeorqDRpUWo5969bx6pgxvPLJJ+zI\nz6fjKafwzJNP0uPOOystg/jGzL5yziV5naM0VfX1LOKv8r6etUUfAhKaNOEvS5ey7dtveXDAAFbn\n53PVnDmcl5DAgw0bsmr8eFxmZoU89pHMTBb+6U8MbdCA+FateHDJEn5z2mnMe+QR/u/gQZW8iEiQ\n0xZ9CMrNzWXh3/7GXydOZMHmzeRx7LtMV8bFcWnPnlzQvz/n9OoFZTk5TX4+uz77jE//8Q/eW7CA\nBXv28CNwCnBD69aMeuYZWvTuHdhfSAJOW/Qi4aO8r2cVfYjLzMjgwylTmDdnDh998w1ZBc/neUD7\nevVoePaY2qCJAAAS4UlEQVTZNExMpH6jRpwWG8tp55xDRGQk2YcOkfXDD+zdsYM96els3baNtJ07\nST5wgJ0Fy4itVo1+zZvT/8Yb+d0dd1CzTh0Pf1Pxh4peJHyo6KVQdnY2a5Ys4f/eeYf/W76clPR0\ntmVlccSH5zgSaFK7Ni3OOYcLO3ak81VX0f7qq4moXr3ig0vAqehFwkd5X896Fw8jUVFRdLr8cjpd\nfnnhsPz8fHZt28au1FQO7tnDgT17yM/LI6pOHWqdcgqxiYmc3awZseefT3WVuohI2NE7e5irVq0a\n9X/zG+r/5jdeRxEREQ/oU/ciIiJhTEUvIiISxlT0IiIiYUxFLyIiEsZU9CIiImFMRS8iIhLGVPQi\nIiJhTEUvIiISxlT0IiIiYUxFLyIiEsZU9CIiImFMRS8iIhLGVPQiIiJhTEUvIiISxlT0IiIiYUxF\nLyIiEsZU9CIiImGs0orezBLNbIaZvVVkWB0ze93M/mpm11dWFhERkarCp6I3s5lmttfM1p0w/DIz\n22Rmm83sgdKW4Zzb6pwbdsLgq4G3nHO3AVf6lVxEREROqrqP070GTAb+fnyAmUUAU4BLgHRgpZm9\nD0QAT58w/63Oub3FLDceSC34Oc/32CIiIuILn4reOfepmTU4YXBHYLNzbiuAmc0F+jnnngb6+vj4\n6Rwr+7Xo8wIiVV5OTg7p6elkZ2d7HUU8FBUVRXx8PDVq1PA6SljwdYu+OHHAziL304ELSprYzKKB\nJ4F2ZvZgwX8I3gEmm9nlwPwS5hsODAc477zzyhFXRIJdeno6devWpUGDBpiZ13HEA845MjMzSU9P\nJyEhwes4YaE8Re8X51wmMOKEYT8Bt5xkvunAdICkpCRXYQFFxHPZ2dkq+SrOzIiOjiYjI8PrKGGj\nPLvLdwH1i9yPLxgmIlJmKnnR30BglafoVwKNzCzBzCKBwcD7gYklIiIigeDr1+vmAF8ATcws3cyG\nOedygVHAR0Aa8KZzbn3FRRURERF/+fqp+yElDF8ALAhoIhHxhJldBrzIsa/Ivuqce+aE8f2Ax4F8\nIBcY45z7vGDcduBHjn1NNtc5l1SJ0UWkFPpKm4gUPS9Gb6A5MMTMmp8w2RKgjXOuLXAr8OoJ43s4\n59qq5KU0W7duZdiwYQwcONDrKFWGil5EoMh5MZxzR4G5QL+iEzjnDjnnjn/zpQ4Qtt+CiYiIoG3b\ntrRs2ZJrrrmGrKwsn4Yfv23fvp1bb72V2NhYWrZsWepjLVmyhBtvvLHcmRctWkSTJk1o2LAhzzzz\nTLHTlJZp2rRpmBnLli0rHDZlyhTMjI8//rjc+Y5LTExkxowZAVuenJyKXkSg+PNixJ04kZn1N7ON\nwIcc26o/zgGLzeyrgnNfFMvMhpvZKjNbFcxfn6pVqxZr165l3bp1REZGMnXqVJ+GH781aNCAoUOH\nsmjRopM+VnJyMu3atStX3ry8PO644w4WLlzIhg0bmDNnDhs2bPjVdKVlSk1NpU2bNmzcuBGArKws\nXn31VWJiYmjdurXfmVJTU+nbt+8vbnv3FneCVKloKnoR8Zlz7l3nXFPgKo4drz+ua8Eu/d7AHWbW\nvYT5pzvnkpxzSTExMZWQuPy6devG5s2bfR5+XPfu3TnjjDNOuvzjRX/kyBGGDh3K2LFj+XnHiW9W\nrFhBw4YNSUxMJDIyksGDB/Pee+/5lSklJYXBgwcXFv1LL73ENddcQ7Vq1TjrrLMYMmQI1157LR07\nduT888/nww8/LJx39+7dDBgwgHbt2tG0aVNWrFhBq1at+OCDD35xi42N9ev3ksAIiaI3syvMbPrB\ngwe9jiISrvw6L4Zz7lMg0czOLLi/q+DfvcC7HDsUEPJyc3NZuHAhrVq1KnX44cOHC3fb9+/f36/H\nSElJITY2ll69etGzZ0+eeuqpX3yPvFu3br84LHD8tnjx4sJpdu3aRf36Pz998fHx7Nrl32lN0tLS\nGDRoEBs3buTAgQO88cYbdO7cuXA3f3JyMomJiaxYsYJZs2Yxfvz4wnXRu3dvbrnlFtasWcPq1atp\n1qxZiY+TmZnJiBEjWLNmDU8/feJlUaQiVNqZ8crDOTcfmJ+UlHSb11lEwlTheTE4VvCDgeuKTmBm\nDYEtzjlnZu2BmkCmmdUBqjnnfiz4+VLgscqNH1jHixuOFe2wYcNKHX58172/cnJy2Lp1K0OGDGHa\ntGl06tTpV9N89tlnZf01fLZz506io6NJTExk7969PPvss4wePZqvv/6aVq1akZ2dTUZGBuPGjQOg\nefPm/Pe//wVg3rx5NGvWjL59j13ipHbt2qU+VnR0dOEhD6kcIVH0IlKxnHO5Znb8vBgRwEzn3Hoz\nG1EwfiowALjJzHKAw8C1BaV/FvBuwVZodWC2c+7kB6d90OCBD08+kZ+2P3P5SacpqbjLWuglSUtL\no0OHDuzfv5+IiIhip+nWrRs//vjjr4ZPmjSJnj17AhAXF8fOnT9/xCI9PZ24uF99xKJEqamphXsn\n6taty6JFi1ixYgVjxoyhffv2rFu3jkaNGhEVFQXA6tWradOmDQBr167lwgsv9PmxpPKp6EUEKP68\nGAUFf/znCcCEYubbCrSpiEy+lHIoS05OpnPnztxwww3079+fpUuXctZZZ/1iGl+26Dt06MA333zD\ntm3biIuLY+7cucyePdvnHCkpKYVFf++99xIdHU1ERASpqancfPPNJCcns2PHDrKzs8nLy2PcuHFM\nnDgRgLPPPpvk5OTCZWVkZBAqn7+oKkLiGL2ISKgZMmQInTp1YtOmTcTHxxf7lbLk5GRatmxJ48aN\nmTBhAoMGDSInJ8fvx6pevTqTJ0+mV69eNGvWjEGDBtGiRQsA+vTpw+7du0vNlJqaWngsvm/fvoWH\nEDZs2ECLFi1ITk7m6quv5oILLqBDhw6MHDmSLl26AMc+yf/999/TokUL2rZtyxdffOH/ypIKZf5+\nutNLSUlJbtWqVV7HEAl6ZvZVsJ+4prjXc1paWqkf5BJv/Pa3v2X69Ok0adKk0h5Tfws/K+/rWVv0\nIiJSqi1bttCoUSOvY0gZ6Ri9iIiUKj093esIUg7aohcREQljKnoREZEwpqIXEREJYyFR9DoFroiI\nSNmERNE75+Y754bXq1fP6ygiIiIhJSSKXkRERMpGRS8iIhLGVPQiIiJhTEUvIiISxlT0IiJSqbZu\n3cqwYcMYOHCg11GqBBW9iMgJIiIiaNu2beFt+/btnHLKKaVO26JFC9q0acNzzz1Hfn5+4fhbb72V\n2NjYwqvDFWfJkiXceOON5c69aNEimjRpQsOGDXnmmWdKnK6kTNOmTcPMWLZsWeGwKVOmYGZ8/PHH\n5c53XGJiYrFX85OKoaIXETlBrVq1WLt2beGtQYMGJ512/fr1fPzxxyxcuJDx48cXjh86dCiLFi0q\n9fGSk5Np165duTLn5eVxxx13sHDhQjZs2MCcOXPYsGFDsdOWlCk1NZU2bdqwceNGALKysnj11VeJ\niYmhdevWfmdKTU2lb9++v7jt3bvX7+VI+ajoRUQCJDY2lunTpzN58mSOXwK8e/funHHGGaXOd7zo\njxw5wtChQxk7diz+XkJ8xYo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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "colours = ['r','k','g','m']\n", - "\n", - "k_out = [1e-1] #[1e-4, 1e-3, 1e-2]\n", - "#models = ['PPF1','PPF2','FLD1']\n", - "models = ['PPF1','FLD1']\n", - "w0 = {'PPF1':-0.7,'PPF2':-1.15,'FLD1':-0.7,'FLD1S':-0.7}\n", - "wa = {'PPF1':0.,'PPF2':0.5,'FLD1':0.,'FLD1S':0.}\n", - "omega_cdm = {'PPF1':0.104976,'PPF2':0.120376,'FLD1':0.104976,'FLD1S':0.104976}\n", - "omega_b = 0.022\n", - "##Omega_cdm = {'PPF1':0.26,'PPF2':0.21,'FLD1':0.26,'FLD1S':0.26}\n", - "##Omega_b = 0.05\n", - "h = {'PPF1':0.64,'PPF2':0.74,'FLD1':0.64}\n", - "\n", - "\n", - "for Omega_K in [-0.1, 0.0, 0.15]:\n", - " for ppfgauge in ['Synchronous','Newtonian']:\n", - " cosmo = {}\n", - " for M in models:\n", - " use_ppf = 'yes'\n", - " gauge = ppfgauge\n", - " if 'FLD' in M:\n", - " use_ppf = 'no'\n", - " \n", - " cosmo[M] = Class()\n", - " \n", - " cosmo[M].set({'output':'tCl Mpk dTk vTk','k_output_values':str(k_out).strip('[]'),\n", - " 'h':h[M],\n", - " 'omega_b':omega_b,'omega_cdm':omega_cdm[M],'Omega_k':Omega_K,\n", - " ##'Omega_b':Omega_b,'omega_cdm':Omega_cdm[M],\n", - " 'cs2_fld':1.,\n", - " 'w0_fld':w0[M],'wa_fld':wa[M],'Omega_Lambda':0.,'gauge':gauge,\n", - " 'use_ppf':use_ppf,'hyper_sampling_curved_low_nu':6.1})\n", - " cosmo[M].compute()\n", - " \n", - " fig, axes = plt.subplots(1,2,figsize=(8,5))\n", - " for j,M in enumerate(models):\n", - " cl = cosmo[M].raw_cl()\n", - " l = cl['ell']\n", - " axes[0].loglog(l,cl['tt']*l*(l+1)/(2.*np.pi),label=M,color=colours[j])\n", - " \n", - " csm = cosmo[M]\n", - " pt = csm.get_perturbations()\n", - " pts = pt['scalar']\n", - " for i,k in enumerate(k_out):\n", - " ptk = pts[i]\n", - " a = ptk['a']\n", - " phi = ptk['phi']\n", - " psi = ptk['psi']\n", - " if 'FLD' in M:\n", - " ls = ':'\n", - " lw=5\n", - " else:\n", - " ls = '-'\n", - " lw=1\n", - " axes[1].semilogx(a,0.5*(phi+psi),label=M+' '+'$k='+str(k)+'Mpc^{-1}$',ls=ls,lw=lw)\n", - "\n", - " axes[0].legend(loc='upper left')\n", - " axes[0].set_xlim([2,300])\n", - " axes[0].set_ylim([6e-11,1e-9])\n", - "\n", - " axes[1].legend(loc='lower left')\n", - " axes[1].set_xlim([1e-2,1])\n", - " axes[1].set_ylim([0.3,0.63])\n", - " \n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.104976\n", - "0.120376\n" - ] - } - ], - "source": [ - "print 0.31*0.64**2-0.022\n", - "print 0.26*0.74**2-0.022" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/notebooks/check_PPF_approx.ipynb b/notebooks/check_PPF_approx.ipynb new file mode 100644 index 00000000..b4d67566 --- /dev/null +++ b/notebooks/check_PPF_approx.ipynb @@ -0,0 +1,289 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from classy import Class" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "k_out = [5e-5, 5e-4, 5e-3]\n", + "models = ['PPF1','PPF2','FLD1','FLD1S']\n", + "w0 = {'PPF1':-0.7,'PPF2':-1.15,'FLD1':-0.7,'FLD1S':-0.7}\n", + "wa = {'PPF1':0.,'PPF2':0.5,'FLD1':0.,'FLD1S':0.}\n", + "omega_cdm = {'PPF1':0.104976,'PPF2':0.120376,'FLD1':0.104976,'FLD1S':0.104976}\n", + "omega_b = 0.022\n", + "##Omega_cdm = {'PPF1':0.26,'PPF2':0.21,'FLD1':0.26,'FLD1S':0.26}\n", + "##Omega_b = 0.05\n", + "h = {'PPF1':0.64,'PPF2':0.74,'FLD1':0.64,'FLD1S':0.64}\n", + "cosmo = {}\n", + "\n", + "for M in models:\n", + " use_ppf = 'yes'\n", + " gauge = 'Newtonian'\n", + " if 'FLD' in M:\n", + " use_ppf = 'no'\n", + " if 'S' in M:\n", + " gauge = 'Synchronous'\n", + " \n", + " cosmo[M] = Class()\n", + " \n", + " cosmo[M].set({'output':'tCl mPk dTk vTk','k_output_values':str(k_out).strip('[]'),\n", + " 'h':h[M],\n", + " 'omega_b':omega_b,'omega_cdm':omega_cdm[M],\n", + " ##'Omega_b':Omega_b,'omega_cdm':Omega_cdm[M],\n", + " 'cs2_fld':1.,\n", + " 'w0_fld':w0[M],'wa_fld':wa[M],'Omega_Lambda':0.,'gauge':gauge,\n", + " 'use_ppf':use_ppf})\n", + " cosmo[M].compute()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "colours = ['r','k','g','m']\n", + "for i,M in enumerate(models):\n", + " cl = cosmo[M].raw_cl()\n", + " l = cl['ell']\n", + " \n", + " plt.loglog(l,cl['tt']*l*(l+1)/(2.*np.pi),label=M,color=colours[i])\n", + " \n", + "plt.legend(loc='upper left')\n", + "plt.xlim([2,300])\n", + "plt.ylim([6e-11,1e-9])\n", + "plt.xlabel(r'$\\ell$')\n", + "plt.ylabel(r'$[\\ell(\\ell+1)/2\\pi] C_\\ell^\\mathrm{TT}$')\n", + "\n", + "plt.savefig('check_PPF_clTT.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for M in ['PPF1','FLD1']:\n", + " csm = cosmo[M]\n", + " pt = csm.get_perturbations()\n", + " pts = pt['scalar']\n", + " for i,k in enumerate(k_out):\n", + " ptk = pts[i]\n", + " a = ptk['a']\n", + " phi = ptk['phi']\n", + " psi = ptk['psi']\n", + " if 'FLD' in M:\n", + " ls = ':'\n", + " lw=5\n", + " else:\n", + " ls = '-'\n", + " lw=1\n", + " plt.semilogx(a,0.5*(phi+psi),label=M+' '+'$k='+str(k)+'Mpc^{-1}$',ls=ls,lw=lw)\n", + " \n", + "plt.legend(loc='lower left')\n", + "plt.xlim([1e-2,1])\n", + "plt.ylim([0.3,0.63])\n", + "plt.xlabel(r'$a/a_0$')\n", + "plt.ylabel(r'$\\frac{1}{2} ~(\\Phi+\\Psi)$')\n", + "\n", + "plt.savefig('check_PPF_metric.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#kminclosed = sqrt(-8*Omega_k)*(70/3e5) Mpc^(-1)\n", + "\n", + "k_out = [1e-3] #[1e-4, 1e-3, 1e-2]\n", + "#models = ['PPF1','PPF2','FLD1']\n", + "models = ['PPF1','FLD1']\n", + "w0 = {'PPF1':-0.7,'PPF2':-1.15,'FLD1':-0.7,'FLD1S':-0.7}\n", + "wa = {'PPF1':0.,'PPF2':0.5,'FLD1':0.,'FLD1S':0.}\n", + "omega_cdm = {'PPF1':0.104976,'PPF2':0.120376,'FLD1':0.104976,'FLD1S':0.104976}\n", + "omega_b = 0.022\n", + "##Omega_cdm = {'PPF1':0.26,'PPF2':0.21,'FLD1':0.26,'FLD1S':0.26}\n", + "##Omega_b = 0.05\n", + "h = {'PPF1':0.64,'PPF2':0.74,'FLD1':0.64}\n", + "\n", + "fig, axes = plt.subplots(1,2,figsize=(16,5))\n", + "for Omega_K in [-0.1, 0.0, 0.15]:\n", + " for gauge in ['Synchronous','Newtonian']:\n", + " cosmo = {}\n", + " for M in models:\n", + " use_ppf = 'yes'\n", + " if 'FLD' in M:\n", + " use_ppf = 'no'\n", + " \n", + " cosmo[M] = Class()\n", + " \n", + " cosmo[M].set({'output':'tCl mPk dTk vTk','k_output_values':str(k_out).strip('[]'),\n", + " 'h':h[M],\n", + " 'omega_b':omega_b,'omega_cdm':omega_cdm[M],'Omega_k':Omega_K,\n", + " ##'Omega_b':Omega_b,'omega_cdm':Omega_cdm[M],\n", + " 'cs2_fld':1.,\n", + " 'w0_fld':w0[M],'wa_fld':wa[M],'Omega_Lambda':0.,'gauge':gauge,\n", + " 'use_ppf':use_ppf,'hyper_sampling_curved_low_nu':10.0})\n", + " cosmo[M].compute()\n", + " \n", + " label = r'$\\Omega_k='+str(Omega_K)+'$, '+gauge[0]\n", + " clfld = cosmo['FLD1'].raw_cl()\n", + " clppf = cosmo['PPF1'].raw_cl()\n", + " \n", + " axes[0].semilogx(clfld['ell'][2:],clppf['tt'][2:]/clfld['tt'][2:],label=label)\n", + " \n", + " ptfld = cosmo['FLD1'].get_perturbations()['scalar']\n", + " ptppf = cosmo['PPF1'].get_perturbations()['scalar']\n", + " for i,k in enumerate(k_out):\n", + " ptkfld = ptfld[i]\n", + " a = ptkfld['a']\n", + " phi_plus_phi_fld = ptkfld['phi']+ptkfld['psi']\n", + " ptkppf = ptppf[i]\n", + " phi_plus_phi_ppf = ptkppf['phi']+ptkppf['psi']\n", + " axes[1].semilogx(ptkppf['a'],phi_plus_phi_ppf,label=label+'_ppf')\n", + " axes[1].semilogx(ptkfld['a'],phi_plus_phi_fld,label=label+'_fld')\n", + " print (len(ptkppf['a']),len(ptkfld['a']))\n", + " \n", + "axes[0].legend(loc='lower left',ncol=2)\n", + "axes[0].set_xlim([2,300])\n", + "axes[0].set_ylim([0.98,1.02])\n", + "axes[0].set_xlabel(r'$\\ell$')\n", + "axes[0].set_ylabel(r'$C_\\ell^\\mathrm{FLD1}/C_\\ell^\\mathrm{PPF1}$')\n", + "\n", + "axes[1].legend(loc='lower left',ncol=2)\n", + "axes[1].set_xlim([1e-2,1])\n", + "axes[1].set_xlabel(r'$a/a_0$')\n", + "axes[1].set_ylabel(r'$(\\Phi+\\Psi)$')\n", + "\n", + "fig.savefig('check_PPF_Omegak.pdf') " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "colours = ['r','k','g','m']\n", + "\n", + "k_out = [1e-1] #[1e-4, 1e-3, 1e-2]\n", + "#models = ['PPF1','PPF2','FLD1']\n", + "models = ['PPF1','FLD1']\n", + "w0 = {'PPF1':-0.7,'PPF2':-1.15,'FLD1':-0.7,'FLD1S':-0.7}\n", + "wa = {'PPF1':0.,'PPF2':0.5,'FLD1':0.,'FLD1S':0.}\n", + "omega_cdm = {'PPF1':0.104976,'PPF2':0.120376,'FLD1':0.104976,'FLD1S':0.104976}\n", + "omega_b = 0.022\n", + "##Omega_cdm = {'PPF1':0.26,'PPF2':0.21,'FLD1':0.26,'FLD1S':0.26}\n", + "##Omega_b = 0.05\n", + "h = {'PPF1':0.64,'PPF2':0.74,'FLD1':0.64}\n", + "\n", + "fig, axes = plt.subplots(1,2,figsize=(18,8))\n", + "\n", + "for Omega_K in [-0.1, 0.0, 0.15]:\n", + " for ppfgauge in ['Synchronous','Newtonian']:\n", + " cosmo = {}\n", + " for M in models:\n", + " use_ppf = 'yes'\n", + " gauge = ppfgauge\n", + " if 'FLD' in M:\n", + " use_ppf = 'no'\n", + " \n", + " cosmo[M] = Class()\n", + " \n", + " cosmo[M].set({'output':'tCl mPk dTk vTk','k_output_values':str(k_out).strip('[]'),\n", + " 'h':h[M],\n", + " 'omega_b':omega_b,'omega_cdm':omega_cdm[M],'Omega_k':Omega_K,\n", + " ##'Omega_b':Omega_b,'omega_cdm':Omega_cdm[M],\n", + " 'cs2_fld':1.,\n", + " 'w0_fld':w0[M],'wa_fld':wa[M],'Omega_Lambda':0.,'gauge':gauge,\n", + " 'use_ppf':use_ppf,'hyper_sampling_curved_low_nu':6.1})\n", + " cosmo[M].compute()\n", + " \n", + " #fig, axes = plt.subplots(1,2,figsize=(16,5))\n", + " for j,M in enumerate(models):\n", + " cl = cosmo[M].raw_cl()\n", + " l = cl['ell']\n", + " label = M+r'$\\Omega_k='+str(Omega_K)+'$, '+gauge[0]\n", + " axes[0].loglog(l,cl['tt']*l*(l+1)/(2.*np.pi),label=label,color=colours[j])\n", + " \n", + " csm = cosmo[M]\n", + " pt = csm.get_perturbations()\n", + " pts = pt['scalar']\n", + " for i,k in enumerate(k_out):\n", + " ptk = pts[i]\n", + " a = ptk['a']\n", + " phi = ptk['phi']\n", + " psi = ptk['psi']\n", + " if 'FLD' in M:\n", + " ls = ':'\n", + " lw=5\n", + " else:\n", + " ls = '-'\n", + " lw=1\n", + " axes[1].semilogx(a,0.5*abs(phi+psi),label=label+' '+'$k='+str(k)+'Mpc^{-1}$',ls=ls,lw=lw)\n", + "\n", + "axes[0].legend(loc='upper left')\n", + "axes[0].set_xlim([2,300])\n", + "axes[0].set_ylim([6e-11,1e-9])\n", + "axes[0].set_xlabel(r'$\\ell$')\n", + "axes[0].set_ylabel(r'$[\\ell(\\ell+1)/2\\pi] C_\\ell^\\mathrm{TT}$')\n", + "\n", + "axes[1].legend(loc='upper right')\n", + "#axes[1].set_xlim([1e-2,1])\n", + "#axes[1].set_ylim([0.3,0.63])\n", + "axes[1].set_xlabel(r'$a/a_0$')\n", + "axes[1].set_ylabel(r'$\\frac{1}{2}~(\\Phi+\\Psi)$')\n", + "\n", + "fig.savefig('check_PPF_Omegak2.pdf') " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print (0.31*0.64**2-0.022)\n", + "print (0.26*0.74**2-0.022)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/notebooks/cl_ST.ipynb b/notebooks/cl_ST.ipynb index c85450c4..e72e4f90 100644 --- a/notebooks/cl_ST.ipynb +++ b/notebooks/cl_ST.ipynb @@ -3,160 +3,134 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", - "# uncomment to get plots displayed in notebook\n", - "%matplotlib inline\n", - "import matplotlib\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "from classy import Class\n", - "from scipy.optimize import fsolve\n", - "from scipy.interpolate import interp1d\n", - "import math" + "from math import pi" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ - "# esthetic definitions for the plots\n", - "font = {'size' : 16, 'family':'STIXGeneral'}\n", - "axislabelfontsize='large'\n", - "matplotlib.rc('font', **font)\n", - "matplotlib.mathtext.rcParams['legend.fontsize']='medium'\n", - "plt.rcParams[\"figure.figsize\"] = [8.0,6.0]" + "#####################################################\n", + "#\n", + "# Cosmological parameters and other CLASS parameters\n", + "#\n", + "#####################################################\n", + "common_settings = {# LambdaCDM parameters\n", + " 'h':0.67810,\n", + " 'omega_b':0.02238280,\n", + " 'omega_cdm': 0.1201075,\n", + " 'A_s':2.100549e-09,\n", + " 'tau_reio': 0.05430842}\n", + "\n", + "l_max_scalars = 3000\n", + "l_max_tensors = 600\n", + "\n", + "# Note that for l_max_tensors =600 we can keep default precision,\n", + "# while for for l_max_tensors = 3000 we would need to import many high precision settings from the file cl_ref.pre " ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ - "#############################################\n", - "#\n", - "# Cosmological parameters and other CLASS parameters\n", - "#\n", - "common_settings = {# wich output? ClTT, transfer functions delta_i and theta_i\n", - " 'output':'tCl,pCl,lCl',\n", - " # LambdaCDM parameters\n", - " 'h':0.67556,\n", - " 'omega_b':0.022032,\n", - " 'omega_cdm':0.12038,\n", - " 'A_s':2.215e-9,\n", - " 'tau_reio':0.0925,\n", - " # Take fixed value for primordial Helium (instead of automatic BBN adjustment)\n", - " 'YHe':0.246}\n", - " # other output and precision parameters\n", - " #'l_max_scalars':3000}\n", "###############\n", "# \n", - "# call CLASS \n", + "# call CLASS : scalars only\n", "#\n", "###############\n", "#\n", - "# scalars only\n", - "#\n", "M = Class()\n", "M.set(common_settings)\n", - "M.set({'output':'tCl,pCl','modes':'s','lensing':'no','n_s':0.9619,'l_max_scalars':3000})\n", + "M.set({'output':'tCl,pCl','modes':'s','lensing':'no','n_s':0.9660499,\n", + " 'l_max_scalars':l_max_scalars})\n", "M.compute()\n", - "cls = M.raw_cl(3000)\n", - "M.struct_cleanup()\n", - "M.empty()\n", + "cls = M.raw_cl(l_max_scalars)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "###############\n", + "# \n", + "# call CLASS : tensors only\n", "#\n", - "# tensors only\n", + "###############\n", "#\n", - "M = Class()\n", + "M.empty() # reset input parameters to default, before passing a new parameter set\n", "M.set(common_settings)\n", - "l_max_tensors = 600\n", - "M.set({'output':'tCl,pCl','modes':'t','lensing':'no','r':0.1,'n_t':0,'l_max_tensors':l_max_tensors})\n", - "# for l_max=600 we can keep default precision\n", - "# for l_max = 3000 we would need to import many high precision settings from the file cl_ref.pre\n", - "#M.set({'output':'tCl,pCl','modes':'t','lensing':'no','r':0.1,'n_t':0,'l_max_tensors':3000})\n", - "#M.set({\n", - "#'recfast_Nz0':100000,\n", - "#'tol_thermo_integration':1.e-5,\n", - "#'recfast_x_He0_trigger_delta':0.01,\n", - "#'recfast_x_H0_trigger_delta':0.01,\n", - "#'evolver':0,\n", - "#'k_min_tau0':0.002,\n", - "#'k_max_tau0_over_l_max':3.,\n", - "#'k_step_sub':0.015,\n", - "#'k_step_super':0.0001,\n", - "#'k_step_super_reduction':0.1,\n", - "#'start_small_k_at_tau_c_over_tau_h':0.0004,\n", - "#'start_large_k_at_tau_h_over_tau_k':0.05,\n", - "#'tight_coupling_trigger_tau_c_over_tau_h':0.005,\n", - "#'tight_coupling_trigger_tau_c_over_tau_k':0.008,\n", - "#'start_sources_at_tau_c_over_tau_h':0.006,\n", - "#'l_max_g':50,\n", - "#'l_max_pol_g':25,\n", - "#'l_max_ur':50,\n", - "#'tol_perturb_integration':1.e-6,\n", - "#'perturb_sampling_stepsize':0.01,\n", - "#'radiation_streaming_approximation':2,\n", - "#'radiation_streaming_trigger_tau_over_tau_k':240.,\n", - "#'radiation_streaming_trigger_tau_c_over_tau':100.,\n", - "#'ur_fluid_approximation':2,\n", - "#'ur_fluid_trigger_tau_over_tau_k':50.,\n", - "#'l_logstep':1.026,\n", - "#'l_linstep':25,\n", - "#'hyper_sampling_flat':12.,\n", - "#'hyper_nu_sampling_step':10.,\n", - "#'hyper_phi_min_abs':1.e-10,\n", - "#'hyper_x_tol':1.e-4,\n", - "#'hyper_flat_approximation_nu':1.e6,\n", - "#'q_linstep':0.20,\n", - "#'q_logstep_spline':20.,\n", - "#'q_logstep_trapzd':0.5,\n", - "#'q_numstep_transition':250,\n", - "#'transfer_neglect_delta_k_T_t2':100.,\n", - "#'transfer_neglect_delta_k_T_e':100.,\n", - "#'transfer_neglect_delta_k_T_b':100.,\n", - "#'neglect_CMB_sources_below_visibility':1.e-30,\n", - "#'transfer_neglect_late_source':3000.\n", - "#})\n", + "M.set({'output':'tCl,pCl','modes':'t','lensing':'no','r':0.1,'n_t':0,\n", + " 'l_max_tensors':l_max_tensors})\n", "M.compute()\n", - "clt = M.raw_cl(l_max_tensors)\n", - "M.struct_cleanup()\n", - "M.empty()\n", + "clt = M.raw_cl(l_max_tensors)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "###############\n", + "# \n", + "# call CLASS : scalars + tensors (only in this case we can get the correct lensed ClBB)\n", "#\n", - "# scalars + tensors (only in this case we can get the correct lensed ClBB)\n", + "###############\n", "#\n", - "M = Class()\n", + "M.empty() # reset input parameters to default, before passing a new parameter set\n", "M.set(common_settings)\n", - "M.set({'output':'tCl,pCl,lCl','modes':'s,t','lensing':'yes','r':0.1,'n_s':0.9619,'n_t':0,'l_max_scalars':3000,'l_max_tensors':l_max_tensors})\n", + "M.set({'output':'tCl,pCl,lCl','modes':'s,t','lensing':'yes','n_s':0.9660499,'r':0.1,'n_t':0,\n", + " 'l_max_scalars':l_max_scalars,'l_max_tensors':l_max_tensors})\n", "M.compute()\n", - "cl_tot = M.raw_cl(3000)\n", - "cl_lensed = M.lensed_cl(3000)\n", - "M.struct_cleanup()\n", - "M.empty()\n", + "cl_tot = M.raw_cl(l_max_scalars)\n", + "cl_lensed = M.lensed_cl(l_max_scalars)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# modules and esthetic definitions for the plots\n", + "#\n", + "# uncomment to get plots displayed in notebook\n", + "%matplotlib inline\n", "#\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "#\n", + "font = {'size' : 16, 'family':'STIXGeneral'}\n", + "axislabelfontsize='large'\n", + "matplotlib.rc('font', **font)\n", + "matplotlib.mathtext.rcParams['legend.fontsize']='medium'\n", + "plt.rcParams[\"figure.figsize\"] = [8.0,6.0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "#################\n", "#\n", - "# start plotting\n", + "# plotting\n", "#\n", "#################\n", "#\n", - "plt.xlim([2,3000])\n", + "plt.xlim([2,l_max_scalars])\n", "plt.ylim([1.e-8,10])\n", "plt.xlabel(r\"$\\ell$\")\n", "plt.ylabel(r\"$\\ell (\\ell+1) C_l^{XY} / 2 \\pi \\,\\,\\, [\\times 10^{10}]$\")\n", @@ -165,8 +139,8 @@ "#\n", "ell = cl_tot['ell']\n", "ellt = clt['ell']\n", - "factor = 1.e10*ell*(ell+1.)/2./math.pi\n", - "factort = 1.e10*ellt*(ellt+1.)/2./math.pi\n", + "factor = 1.e10*ell*(ell+1.)/2./pi\n", + "factort = 1.e10*ellt*(ellt+1.)/2./pi\n", "#\n", "plt.loglog(ell,factor*cls['tt'],'r-',label=r'$\\mathrm{TT(s)}$')\n", "plt.loglog(ellt,factort*clt['tt'],'r:',label=r'$\\mathrm{TT(t)}$')\n", @@ -180,11 +154,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "plt.savefig('cl_ST.pdf',bbox_inches='tight')" @@ -193,23 +163,23 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/cltt_terms.ipynb b/notebooks/cltt_terms.ipynb index 7d7f807d..bc005f5f 100644 --- a/notebooks/cltt_terms.ipynb +++ b/notebooks/cltt_terms.ipynb @@ -3,109 +3,101 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", - "# uncomment to get plots displayed in notebook\n", - "%matplotlib inline\n", - "import matplotlib\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "from classy import Class\n", - "from scipy.optimize import fsolve\n", - "from scipy.interpolate import interp1d\n", - "import math" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, - "outputs": [], - "source": [ - "# esthetic definitions for the plots\n", - "font = {'size' : 16, 'family':'STIXGeneral'}\n", - "axislabelfontsize='large'\n", - "matplotlib.rc('font', **font)\n", - "matplotlib.mathtext.rcParams['legend.fontsize']='medium'\n", - "plt.rcParams[\"figure.figsize\"] = [8.0,6.0]" + "from math import pi" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "#############################################\n", "#\n", "# Cosmological parameters and other CLASS parameters\n", "#\n", - "common_settings = {# wich output? ClTT, transfer functions delta_i and theta_i\n", + "common_settings = {# LambdaCDM parameters\n", + " 'h':0.67810,\n", + " 'omega_b':0.02238280,\n", + " 'omega_cdm':0.1201075,\n", + " 'A_s':2.100549e-09,\n", + " 'n_s':0.9660499,\n", + " 'tau_reio':0.05430842 ,\n", + " # output and precision parameters\n", " 'output':'tCl,pCl,lCl',\n", " 'lensing':'yes',\n", - " # LambdaCDM parameters\n", - " 'h':0.67556,\n", - " 'omega_b':0.022032,\n", - " 'omega_cdm':0.12038,\n", - " 'A_s':2.215e-9,\n", - " 'n_s':0.9619,\n", - " 'tau_reio':0.0925,\n", - " # Take fixed value for primordial Helium (instead of automatic BBN adjustment)\n", - " 'YHe':0.246,\n", - " # other output and precision parameters\n", " 'l_max_scalars':5000}\n", + "#\n", + "M = Class()\n", + "#\n", "###############\n", "# \n", - "# call CLASS \n", + "# call CLASS for the total Cl's and then for each contribution\n", + "#\n", + "###############\n", "#\n", - "M = Class()\n", "M.set(common_settings)\n", "M.compute()\n", "cl_tot = M.raw_cl(3000)\n", "cl_lensed = M.lensed_cl(3000)\n", - "M.struct_cleanup() # clean output\n", - "M.empty() # clean input\n", + "M.empty() # reset input\n", "#\n", "M.set(common_settings) # new input\n", "M.set({'temperature contributions':'tsw'}) \n", "M.compute()\n", "cl_tsw = M.raw_cl(3000) \n", - "M.struct_cleanup()\n", "M.empty()\n", "#\n", "M.set(common_settings)\n", "M.set({'temperature contributions':'eisw'})\n", "M.compute()\n", "cl_eisw = M.raw_cl(3000) \n", - "M.struct_cleanup()\n", "M.empty()\n", "#\n", "M.set(common_settings)\n", "M.set({'temperature contributions':'lisw'})\n", "M.compute()\n", "cl_lisw = M.raw_cl(3000) \n", - "M.struct_cleanup()\n", "M.empty()\n", "#\n", "M.set(common_settings)\n", "M.set({'temperature contributions':'dop'})\n", "M.compute()\n", "cl_dop = M.raw_cl(3000) \n", + "M.empty()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# modules and settings for the plot\n", "#\n", + "# uncomment to get plots displayed in notebook\n", + "%matplotlib inline\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "# esthetic definitions for the plots\n", + "font = {'size' : 16, 'family':'STIXGeneral'}\n", + "axislabelfontsize='large'\n", + "matplotlib.rc('font', **font)\n", + "matplotlib.mathtext.rcParams['legend.fontsize']='medium'\n", + "plt.rcParams[\"figure.figsize\"] = [8.0,6.0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "#################\n", "#\n", "# start plotting\n", @@ -118,7 +110,7 @@ "plt.grid()\n", "#\n", "ell = cl_tot['ell']\n", - "factor = 1.e10*ell*(ell+1.)/2./math.pi\n", + "factor = 1.e10*ell*(ell+1.)/2./pi\n", "plt.semilogx(ell,factor*cl_tsw['tt'],'c-',label=r'$\\mathrm{T+SW}$')\n", "plt.semilogx(ell,factor*cl_eisw['tt'],'r-',label=r'$\\mathrm{early-ISW}$')\n", "plt.semilogx(ell,factor*cl_lisw['tt'],'y-',label=r'$\\mathrm{late-ISW}$')\n", @@ -132,11 +124,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "plt.savefig('cltt_terms.pdf',bbox_inches='tight')" @@ -145,23 +133,23 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/distances.ipynb b/notebooks/distances.ipynb index 84f66065..bac9e6fc 100644 --- a/notebooks/distances.ipynb +++ b/notebooks/distances.ipynb @@ -3,11 +3,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", @@ -22,11 +18,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "font = {'size' : 20, 'family':'STIXGeneral'}\n", @@ -38,11 +30,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "#Lambda CDM\n", @@ -54,11 +42,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "#Einstein-de Sitter\n", @@ -69,34 +53,26 @@ "# Just to cross-check that Omega_Lambda is negligible \n", "# (but not exactly zero because we neglected radiation)\n", "derived = CDM.get_current_derived_parameters(['Omega0_lambda'])\n", - "print derived\n", - "print \"Omega_Lambda =\",derived['Omega0_lambda']" + "print (derived)\n", + "print (\"Omega_Lambda =\",derived['Omega0_lambda'])" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "#Get background quantities and recover their names:\n", "baLCDM = LCDM.get_background()\n", "baCDM = CDM.get_background()\n", - "baCDM.viewkeys()" + "baCDM.keys()" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "#Get H_0 in order to plot the distances in this unit\n", @@ -107,11 +83,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "namelist = ['lum. dist.','comov. dist.','ang.diam.dist.']\n", @@ -134,11 +106,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "plt.savefig('distances.pdf')" @@ -147,23 +115,23 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/many_times.ipynb b/notebooks/many_times.ipynb index 7ace0be6..3f0a182c 100644 --- a/notebooks/many_times.ipynb +++ b/notebooks/many_times.ipynb @@ -3,11 +3,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", @@ -25,11 +21,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# esthetic definitions for the plots\n", @@ -43,11 +35,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "#############################################\n", @@ -80,17 +68,10 @@ " 'YHe':0.246,\n", " # other output and precision parameters\n", " 'z_max_pk':z_max_pk,\n", - " # to get a larger z_max in recfast, \n", - " # we must increase both recfast_z_initial \n", - " # and the number of sampled values recfast_Nz0\n", - " # (in order to keep the same stepzize asd in the default: Delta z = 0.5)\n", - " 'recfast_Nz0':z_max_pk*2.,\n", - " 'recfast_z_initial':z_max_pk+1.,\n", - " #'k_step_sub':'0.01',\n", " 'k_per_decade_for_pk':k_per_decade,\n", " 'k_per_decade_for_bao':k_per_decade,\n", " 'k_min_tau0':k_min_tau0, # this value controls the minimum k value in the figure\n", - " 'perturb_sampling_stepsize':'0.05',\n", + " 'perturbations_sampling_stepsize':'0.05',\n", " 'P_k_max_1/Mpc':P_k_max_inv_Mpc,\n", " 'compute damping scale':'yes', # needed to output and plot Silk damping scale\n", " 'gauge':'newtonian'}\n", @@ -160,10 +141,10 @@ "# check and inform user whether intiial arbitrary choice of z_max_pk was OK\n", "max_z_needed = background_z_at_tau(tau[0])\n", "if max_z_needed > z_max_pk:\n", - " print 'you must increase the value of z_max_pk to at least ',max_z_needed\n", + " print ('you must increase the value of z_max_pk to at least ',max_z_needed)\n", " () + 1 # this strange line is just a trick to stop the script execution there\n", "else:\n", - " print 'in a next run with the same values of tau, you may decrease z_max_pk from ',z_max_pk,' to ',max_z_needed\n", + " print ('in a next run with the same values of tau, you may decrease z_max_pk from ',z_max_pk,' to ',max_z_needed)\n", "#\n", "# get transfer functions at each time and build arrays Theta0(tau,k) and phi(tau,k)\n", "#\n", @@ -188,7 +169,7 @@ "#\n", "# inform user of the size of the grids (related to the figure resolution)\n", "#\n", - "print 'grid size:',len(k),len(tau),Theta0.shape\n", + "print ('grid size:',len(k),len(tau),Theta0.shape)\n", "#\n", "#################\n", "#\n", @@ -201,9 +182,9 @@ "# plot Theta0(k,tau)\n", "#\n", "ax_Theta = fig.add_subplot(121)\n", - "print '> Plotting Theta_0'\n", - "fig_Theta = ax_Theta.pcolormesh(K,T,Theta0,cmap='coolwarm',vmin=-Theta_amp, vmax=Theta_amp) #,shading='gouraud')\n", - "print '> Done'\n", + "print ('> Plotting Theta_0')\n", + "fig_Theta = ax_Theta.pcolormesh(K,T,Theta0,cmap='coolwarm',vmin=-Theta_amp,vmax=Theta_amp,shading='auto')\n", + "print ('> Done')\n", "#\n", "# plot lines (characteristic times and scales)\n", "#\n", @@ -251,9 +232,9 @@ "ax_phi = fig.add_subplot(122)\n", "ax_phi.set_xlim(k[0],k[-1])\n", "#ax_phi.pcolor(K,T,phi,cmap='coolwarm')\n", - "print '> Plotting phi'\n", - "fig_phi = ax_phi.pcolormesh(K,T,phi,cmap='coolwarm',vmin=-0., vmax=phi_amp)\n", - "print '> Done'\n", + "print ('> Plotting phi')\n", + "fig_phi = ax_phi.pcolormesh(K,T,phi,cmap='coolwarm',vmin=-0.,vmax=phi_amp,shading='auto')\n", + "print ('> Done')\n", "#\n", "# plot lines (characteristic times and scales)\n", "#\n", @@ -300,23 +281,23 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/neutrinohierarchy.ipynb b/notebooks/neutrinohierarchy.ipynb index deaab14b..3a612c07 100644 --- a/notebooks/neutrinohierarchy.ipynb +++ b/notebooks/neutrinohierarchy.ipynb @@ -3,11 +3,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", @@ -23,11 +19,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# esthetic definitions for the plots\n", @@ -40,11 +32,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# a function returning the three masses given the Delta m^2, the total mass, and the hierarchy (e.g. 'IN' or 'IH')\n", @@ -79,28 +67,20 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# test of this function, returning the 3 masses for total mass of 0.1eV\n", "m1,m2,m3 = get_masses(2.45e-3,7.50e-5,0.1,'NH')\n", - "print 'NH:',m1,m2,m3,m1+m2+m3\n", + "print ('NH:',m1,m2,m3,m1+m2+m3)\n", "m1,m2,m3 = get_masses(2.45e-3,7.50e-5,0.1,'IH')\n", - "print 'IH:',m1,m2,m3,m1+m2+m3" + "print ('IH:',m1,m2,m3,m1+m2+m3)" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# The goal of this cell is to compute the ratio of P(k) for NH and IH with the same total mass\n", @@ -108,7 +88,7 @@ " 'N_ncdm':3,\n", " 'output':'mPk',\n", " 'P_k_max_1/Mpc':3.0,\n", - " # The next line should be uncommented fgor higher precision (but significantly slower running)\n", + " # The next line should be uncommented for higher precision (but significantly slower running)\n", " 'ncdm_fluid_approximation':3,\n", " # You may uncomment this line to get more info on the ncdm sector from Class:\n", " 'background_verbose':1\n", @@ -154,11 +134,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "plt.savefig('neutrinohierarchy.pdf')" @@ -167,23 +143,23 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/one_k.ipynb b/notebooks/one_k.ipynb index ef81af01..25e3ef91 100644 --- a/notebooks/one_k.ipynb +++ b/notebooks/one_k.ipynb @@ -3,11 +3,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", @@ -25,11 +21,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# esthetic definitions for the plots\n", @@ -43,11 +35,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "#############################################\n", @@ -64,14 +52,14 @@ " # value of k we want to polot in [1/Mpc]\n", " 'k_output_values':k,\n", " # LambdaCDM parameters\n", - " 'h':0.67556,\n", - " 'omega_b':0.022032,\n", - " 'omega_cdm':0.12038,\n", - " 'A_s':2.215e-9,\n", - " 'n_s':0.9619,\n", - " 'tau_reio':0.0925,\n", + " 'h':0.67810,\n", + " 'omega_b':0.02238280,\n", + " 'omega_cdm':0.1201075,\n", + " 'A_s':2.100549e-09 ,\n", + " 'n_s':0.9660499,\n", + " 'tau_reio':0.05430842,\n", " # Take fixed value for primordial Helium (instead of automatic BBN adjustment)\n", - " 'YHe':0.246,\n", + " 'YHe':0.2454,\n", " # other options and settings\n", " 'compute damping scale':'yes', # needed to output the time of damping scale crossing\n", " 'gauge':'newtonian'} \n", @@ -86,7 +74,7 @@ "# load perturbations\n", "#\n", "all_k = M.get_perturbations() # this potentially constains scalars/tensors and all k values\n", - "print all_k['scalar'][0].viewkeys()\n", + "print (all_k['scalar'][0].keys())\n", "# \n", "one_k = all_k['scalar'][0] # this contains only the scalar perturbations for the requested k values\n", "# \n", @@ -201,23 +189,23 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/one_time.ipynb b/notebooks/one_time.ipynb index 20ae6741..bedccc5c 100644 --- a/notebooks/one_time.ipynb +++ b/notebooks/one_time.ipynb @@ -2,116 +2,91 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", - "# uncomment to get plots displayed in notebook\n", - "%matplotlib inline\n", - "import matplotlib\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "from classy import Class\n", - "from scipy.optimize import fsolve\n", - "from scipy.interpolate import interp1d\n", - "import math" + "from math import pi" ] }, { "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ - "# esthetic definitions for the plots\n", - "font = {'size' : 16, 'family':'STIXGeneral'}\n", - "axislabelfontsize='large'\n", - "matplotlib.rc('font', **font)\n", - "matplotlib.mathtext.rcParams['legend.fontsize']='medium'\n", - "plt.rcParams[\"figure.figsize\"] = [8.0,6.0]" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "dict_keys(['phi', 'psi', 't_cdm', 't_b', 'd_tot', 't_g', 'd_ur', 'd_cdm', 'd_b', 't_tot', 't_ur', 'd_g', 'k (h/Mpc)'])\n" - ] - }, - { - "data": { - "image/png": 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VL7/8UrZt2yZvv/22DBs2rLiMEydOSGRkpPz73/8WEZFHHnlEpkyZIiIiLpdLXn/9dRER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cI111yDuYWd+T/7DGJiIBRXBD7zTFi1yqid/UN6OkV2O+8fO8aBigq+LCjgurQ0Nm80ami7d5fM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\nhyZ4mv2hFhVpPlGbRevJk5rJgC+JiZrXgGbBmpqqxUlJLR4EBhM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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "#############################################\n", + "#####################################################\n", "#\n", "# Cosmological parameters and other CLASS parameters\n", "#\n", - "common_settings = {# wich output? ClTT, transfer functions delta_i and theta_i\n", - " 'output':'tCl,mTk,vTk',\n", - " # LambdaCDM parameters\n", - " 'h':0.67556,\n", - " 'omega_b':0.022032,\n", + "#####################################################\n", + "common_settings = {# LambdaCDM parameters\n", + " 'h':0.67810,\n", + " 'omega_b':0.02238280,\n", " 'omega_cdm':0.12038,\n", - " 'A_s':2.215e-9,\n", - " 'n_s':0.9619,\n", - " 'tau_reio':0.0925,\n", - " # Take fixed value for primordial Helium (instead of automatic BBN adjustment)\n", - " 'YHe':0.246,\n", - " # other output and precision parameters\n", + " 'A_s':2.100549e-09,\n", + " 'n_s': 0.9660499,\n", + " 'tau_reio':0.05430842,\n", + " # output and precision parameters\n", + " 'output':'tCl,mTk,vTk',\n", " 'l_max_scalars':5000,\n", " 'P_k_max_1/Mpc':10.0,\n", - " 'gauge':'newtonian'}\n", + " 'gauge':'newtonian'\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "###############\n", "#\n", "# call CLASS a first time just to compute z_rec (will compute transfer functions at default: z=0)\n", "#\n", + "###############\n", "M = Class()\n", "M.set(common_settings)\n", "M.compute()\n", "derived = M.get_current_derived_parameters(['z_rec','tau_rec','conformal_age'])\n", - "#print derived.viewkeys()\n", + "print (derived.keys())\n", "z_rec = derived['z_rec']\n", "z_rec = int(1000.*z_rec)/1000. # round down at 4 digits after coma\n", - "M.struct_cleanup() # clean output\n", - "M.empty() # clean input\n", + "print ('z_rec=',z_rec)\n", "#\n", - "# call CLASS again (will compute transfer functions at inout value z_rec)\n", + "# In the last figure the x-axis will show l/(tau_0-tau_rec), so we need (tau_0-tau_rec) in units of [Mpc/h]\n", "#\n", - "M = Class()\n", + "tau_0_minus_tau_rec_hMpc = (derived['conformal_age']-derived['tau_rec'])*M.h()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "################\n", + "#\n", + "# call CLASS again for the perturbations (will compute transfer functions at input value z_rec)\n", + "#\n", + "################\n", + "M.empty() # reset input parameters to default, before passing a new parameter set\n", "M.set(common_settings)\n", "M.set({'z_pk':z_rec})\n", "M.compute()\n", "#\n", + "# save the total Cl's (we will plot them in the last step)\n", + "#\n", + "cl_tot = M.raw_cl(5000)\n", + "#\n", + "#\n", "# load transfer functions at recombination\n", "#\n", "one_time = M.get_transfer(z_rec)\n", - "print one_time.viewkeys()\n", + "print (one_time.keys())\n", "k = one_time['k (h/Mpc)']\n", "Theta0 = 0.25*one_time['d_g']\n", "phi = one_time['phi']\n", @@ -120,24 +95,30 @@ "# compute related quantitites\n", "R = 3./4.*M.Omega_b()/M.Omega_g()/(1+z_rec) # R = 3/4 * (rho_b/rho_gamma) at z_rec\n", "zero_point = -(1.+R)*psi # zero point of oscillations: -(1.+R)*psi\n", - "#\n", - "# get Theta0 oscillation amplitude (for vertical scale of plot)\n", - "#\n", - "Theta0_amp = max(Theta0.max(),-Theta0.min())\n", - "#\n", + "Theta0_amp = max(Theta0.max(),-Theta0.min()) # Theta0 oscillation amplitude (for vertical scale of plot)\n", + "print ('At z_rec: R=',R,', Theta0_amp=',Theta0_amp)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "# use table of background quantitites to find the wavenumbers corresponding to\n", "# Hubble crossing (k = 2 pi a H), sound horizon crossing (k = 2pi / rs)\n", "#\n", "background = M.get_background() # load background table\n", - "#print background.viewkeys()\n", + "print (background.keys())\n", "#\n", "background_tau = background['conf. time [Mpc]'] # read confromal times in background table\n", "background_z = background['z'] # read redshift\n", - "background_kh = 2.*math.pi*background['H [1/Mpc]']/(1.+background['z'])/M.h() # read kh = 2pi aH = 2pi H/(1+z) converted to [h/Mpc]\n", - "background_ks = 2.*math.pi/background['comov.snd.hrz.']/M.h() # read ks = 2pi/rs converted to [h/Mpc]\n", + "background_kh = 2.*pi*background['H [1/Mpc]']/(1.+background['z'])/M.h() # read kh = 2pi aH = 2pi H/(1+z) converted to [h/Mpc]\n", + "background_ks = 2.*pi/background['comov.snd.hrz.']/M.h() # read ks = 2pi/rs converted to [h/Mpc]\n", "#\n", "# define interpolation functions; we want the value of tau when the argument is equal to 2pi\n", "#\n", + "from scipy.interpolate import interp1d\n", "kh_at_tau = interp1d(background_tau,background_kh)\n", "ks_at_tau = interp1d(background_tau,background_ks)\n", "#\n", @@ -146,7 +127,108 @@ "tau_rec = derived['tau_rec']\n", "kh = kh_at_tau(tau_rec)\n", "ks = ks_at_tau(tau_rec)\n", + "print ('at tau_rec=',tau_rec,', kh=',kh,', ks=',ks)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#####################\n", + "#\n", + "# call CLASS with TSW (intrinsic temperature + Sachs-Wolfe) and save\n", "#\n", + "#####################\n", + "M.empty() # clean input\n", + "M.set(common_settings) # new input\n", + "M.set({'temperature contributions':'tsw'})\n", + "M.compute()\n", + "cl_TSW = M.raw_cl(5000)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "######################\n", + "#\n", + "# call CLASS with early ISW and save\n", + "#\n", + "######################\n", + "M.empty()\n", + "M.set(common_settings)\n", + "M.set({'temperature contributions':'eisw'})\n", + "M.compute()\n", + "cl_eISW = M.raw_cl(5000)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "######################\n", + "#\n", + "# call CLASS with late ISW and save\n", + "#\n", + "######################\n", + "M.empty()\n", + "M.set(common_settings)\n", + "M.set({'temperature contributions':'lisw'})\n", + "M.compute()\n", + "cl_lISW = M.raw_cl(5000)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "######################\n", + "#\n", + "# call CLASS with Doppler and save\n", + "#\n", + "######################\n", + "M.empty()\n", + "M.set(common_settings)\n", + "M.set({'temperature contributions':'dop'})\n", + "M.compute()\n", + "cl_Doppler = M.raw_cl(5000)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# modules and esthetic definitions for the plots\n", + "#\n", + "# uncomment to get plots displayed in notebook\n", + "%matplotlib inline\n", + "#\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "#\n", + "font = {'size' : 16, 'family':'STIXGeneral'}\n", + "axislabelfontsize='large'\n", + "matplotlib.rc('font', **font)\n", + "matplotlib.mathtext.rcParams['legend.fontsize']='medium'\n", + "plt.rcParams[\"figure.figsize\"] = [8.0,6.0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "#################\n", "#\n", "# start plotting\n", @@ -205,11 +287,11 @@ "#\n", "# third figure with all contributions to Cls\n", "#\n", - "# For that we will need to call CLASS again for each contribution (TSW, earlyISW, lateISW, Doppler, total)\n", - "# Note that there is another contribution from polarisation: we don't plot it individually because it is\n", + "# We already computed each contribution (TSW, earlyISW, lateISW, Doppler, total)\n", + "# Note that there is another contribution from polarisation. We don't plot it because it is\n", "# too small to be seen, however it is included by default in the total.\n", "#\n", - "# After each step we will save the figure (to get intermediate figures for the slides)\n", + "# After each step we will save the figure (to get intermediate figures that can be used in slides)\n", "#\n", "#########################\n", "# presentation settings\n", @@ -220,100 +302,54 @@ "ax_Cl.tick_params(axis='x',which='both',bottom='on',top='off',labelbottom='on',labeltop='off')\n", "ax_Cl.grid()\n", "#\n", - "# the x-axis will show l/(tau_0-tau_rec), so we need (tau_0-tau_rec) in units of [Mpc/h]\n", + "# plot and save with TSW\n", "#\n", - "tau_0_minus_tau_rec_hMpc = (derived['conformal_age']-derived['tau_rec'])*M.h()\n", - "#\n", - "# save the total Cl's (we will plot them in the last step)\n", - "#\n", - "cl_tot = M.raw_cl(5000)\n", - "#\n", - "# call CLASS with TSW, then plot and save\n", - "#\n", - "M.struct_cleanup() # clean output\n", - "M.empty() # clean input\n", - "M.set(common_settings) # new input\n", - "M.set({'temperature contributions':'tsw'})\n", - "M.compute()\n", - "cl = M.raw_cl(5000)\n", - "#\n", - "ax_Cl.semilogx(cl['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl['ell']*(cl['ell']+1.)*cl['tt']/2./math.pi,'c-',label=r'$\\mathrm{T+SW}$')\n", + "ax_Cl.semilogx(cl_TSW['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl_TSW['ell']*(cl_TSW['ell']+1.)*cl_TSW['tt']/2./pi,'c-',label=r'$\\mathrm{T+SW}$')\n", "#\n", "ax_Cl.legend(loc='right',bbox_to_anchor=(1.4, 0.5))\n", "fig.savefig('one_time_with_cl_1.pdf',bbox_inches='tight')\n", "#\n", - "# call CLASS with early ISW, plot; call CLASS with late ISW, plot; then save\n", + "# plot and save with additionally early ISW and late ISW\n", "#\n", - "M.struct_cleanup()\n", - "M.empty()\n", - "M.set(common_settings)\n", - "M.set({'temperature contributions':'eisw'})\n", - "M.compute()\n", - "cl = M.raw_cl(5000)\n", - "#\n", - "ax_Cl.semilogx(cl['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl['ell']*(cl['ell']+1.)*cl['tt']/2./math.pi,'r-',label=r'$\\mathrm{early} \\,\\, \\mathrm{ISW}$')\n", - "#\n", - "M.struct_cleanup()\n", - "M.empty()\n", - "M.set(common_settings)\n", - "M.set({'temperature contributions':'lisw'})\n", - "M.compute()\n", - "cl = M.raw_cl(5000)\n", - "#\n", - "ax_Cl.semilogx(cl['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl['ell']*(cl['ell']+1.)*cl['tt']/2./math.pi,'y-',label=r'$\\mathrm{late} \\,\\, \\mathrm{ISW}$')\n", + "ax_Cl.semilogx(cl_eISW['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl_eISW['ell']*(cl_eISW['ell']+1.)*cl_eISW['tt']/2./pi,'r-',label=r'$\\mathrm{early} \\,\\, \\mathrm{ISW}$')\n", + "ax_Cl.semilogx(cl_lISW['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl_lISW['ell']*(cl_lISW['ell']+1.)*cl_lISW['tt']/2./pi,'y-',label=r'$\\mathrm{late} \\,\\, \\mathrm{ISW}$')\n", "#\n", "ax_Cl.legend(loc='right',bbox_to_anchor=(1.4, 0.5))\n", "fig.savefig('one_time_with_cl_2.pdf',bbox_inches='tight')\n", "#\n", - "# call CLASS with Doppler, then plot and save\n", - "#\n", - "M.struct_cleanup()\n", - "M.empty()\n", - "M.set(common_settings)\n", - "M.set({'temperature contributions':'dop'})\n", - "M.compute()\n", - "cl = M.raw_cl(5000)\n", + "# plot and save with additionally Doppler\n", "#\n", - "ax_Cl.semilogx(cl['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl['ell']*(cl['ell']+1.)*cl['tt']/2./math.pi,'g-',label=r'$\\mathrm{Doppler}$')\n", + "ax_Cl.semilogx(cl_Doppler['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl_Doppler['ell']*(cl_Doppler['ell']+1.)*cl_Doppler['tt']/2./pi,'g-',label=r'$\\mathrm{Doppler}$')\n", "#\n", "ax_Cl.legend(loc='right',bbox_to_anchor=(1.4, 0.5))\n", "fig.savefig('one_time_with_cl_3.pdf',bbox_inches='tight')\n", "#\n", - "# plot the total Cls that had been stored, and save\n", + "# plot and save with additionally total Cls\n", "#\n", - "ax_Cl.semilogx(cl_tot['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl_tot['ell']*(cl_tot['ell']+1.)*cl_tot['tt']/2./math.pi,'k-',label=r'$\\mathrm{Total}$')\n", + "ax_Cl.semilogx(cl_tot['ell']/tau_0_minus_tau_rec_hMpc,1.e10*cl_tot['ell']*(cl_tot['ell']+1.)*cl_tot['tt']/2./pi,'k-',label=r'$\\mathrm{Total}$')\n", "#\n", "ax_Cl.legend(loc='right',bbox_to_anchor=(1.4, 0.5))\n", "fig.savefig('one_time_with_cl_tot.pdf',bbox_inches='tight')" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, diff --git a/notebooks/thermo.ipynb b/notebooks/thermo.ipynb index a4cefd48..b5d040a7 100644 --- a/notebooks/thermo.ipynb +++ b/notebooks/thermo.ipynb @@ -3,11 +3,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", @@ -25,11 +21,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# esthetic definitions for the plots\n", @@ -43,23 +35,17 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "common_settings = {'output' : 'tCl',\n", " # LambdaCDM parameters\n", - " 'h':0.67556,\n", - " 'omega_b':0.022032,\n", - " 'omega_cdm':0.12038,\n", - " 'A_s':2.215e-9,\n", - " 'n_s':0.9619,\n", - " 'tau_reio':0.0925,\n", - " # Take fixed value for primordial Helium (instead of automatic BBN adjustment)\n", - " 'YHe':0.246,\n", + " 'h':0.6781,\n", + " 'omega_b':0.02238280,\n", + " 'omega_cdm':0.1201075,\n", + " 'A_s':2.100549e-09,\n", + " 'n_s':0.9660499,\n", + " 'tau_reio':0.05430842,\n", " 'thermodynamics_verbose':1\n", " } \n", "##############\n", @@ -72,17 +58,13 @@ "M.compute()\n", "derived = M.get_current_derived_parameters(['tau_rec','conformal_age'])\n", "thermo = M.get_thermodynamics()\n", - "print thermo.viewkeys()" + "print (thermo.keys())" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "tau = thermo['conf. time [Mpc]']\n", @@ -112,11 +94,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "plt.savefig('thermo.pdf',bbox_inches='tight')" @@ -125,23 +103,23 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/varying_neff.ipynb b/notebooks/varying_neff.ipynb index 96790df9..2c9f1689 100644 --- a/notebooks/varying_neff.ipynb +++ b/notebooks/varying_neff.ipynb @@ -3,11 +3,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", @@ -24,11 +20,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "############################################\n", @@ -36,7 +28,7 @@ "# Varying parameter (others fixed to default)\n", "#\n", "var_name = 'N_ur'\n", - "var_array = np.linspace(3.046,5.046,5)\n", + "var_array = np.linspace(3.044,5.044,5)\n", "var_num = len(var_array)\n", "var_legend = r'$N_\\mathrm{eff}$'\n", "var_figname = 'neff'\n", @@ -48,26 +40,32 @@ "# - h by a factor sqrt*(alpha)\n", "# in order to keep a fixed z_equality(R/M) and z_equality(M/Lambda)\n", "#\n", + "omega_b = 0.0223828\n", + "omega_cdm_standard = 0.1201075\n", + "h_standard = 0.67810\n", + "#\n", "# coefficient such that omega_r = omega_gamma (1 + coeff*Neff),\n", "# i.e. such that omega_ur = omega_gamma * coeff * Neff:\n", - "# coeff = omega_ur/omega_gamma/Neff_standard\n", - "coeff = 1.710730e-05/2.472979e-05/3.046\n", - "print \"coeff=\",coeff\n", + "# coeff = omega_ur/omega_gamma/Neff_standard \n", + "# We could extract omega_ur and omega_gamma on-the-fly within th script, \n", + "# but for simplicity we did a preliminary interactive run with background_verbose=2\n", + "# and we copied the values given in the budget output.\n", + "#\n", + "coeff = 1.70961e-05/2.47298e-05/3.044\n", + "print (\"coeff=\",coeff)\n", "#\n", "#############################################\n", "#\n", "# Fixed settings\n", "#\n", - "common_settings = {'output':'tCl,pCl,lCl,mPk',\n", + "common_settings = {# fixed LambdaCDM parameters\n", + " 'omega_b':omega_b,\n", + " 'A_s':2.100549e-09,\n", + " 'n_s':0.9660499,\n", + " 'tau_reio':0.05430842,\n", + " # output and precision parameters\n", + " 'output':'tCl,pCl,lCl,mPk',\n", " 'lensing':'yes',\n", - " # fixed LambdaCDM parameters\n", - " 'omega_b':0.022032,\n", - " 'A_s':2.215e-9,\n", - " 'n_s':0.9619,\n", - " 'tau_reio':0.0925,\n", - " # Take fixed value for primordial Helium (instead of automatic BBN adjustment)\n", - " 'YHe':0.246,\n", - " # other output and precision parameters\n", " 'P_k_max_1/Mpc':3.0,\n", " 'l_switch_limber':9} \n", "#\n", @@ -81,10 +79,10 @@ " #\n", " # rescale omega_cdm and h\n", " #\n", - " alpha = (1.+coeff*N_ur)/(1.+coeff*3.046)\n", - " omega_cdm = (0.022032 + 0.12038)*alpha - 0.022032\n", - " h = 0.67556*math.sqrt(alpha)\n", - " print ' * Compute with %s=%e, %s=%e, %s=%e'%('N_ur',N_ur,'omega_cdm',omega_cdm,'h',h)\n", + " alpha = (1.+coeff*N_ur)/(1.+coeff*3.044)\n", + " omega_cdm = (omega_b + omega_cdm_standard)*alpha - omega_b\n", + " h = h_standard*math.sqrt(alpha)\n", + " print (' * Compute with %s=%e, %s=%e, %s=%e'%('N_ur',N_ur,'omega_cdm',omega_cdm,'h',h))\n", " #\n", " # call CLASS\n", " #\n", @@ -99,11 +97,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# esthetic definitions for the plots\n", @@ -118,9 +112,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "collapsed": false, - "deletable": true, - "editable": true, "scrolled": true }, "outputs": [], @@ -148,8 +139,8 @@ "\n", "for i, N_ur in enumerate(var_array):\n", " #\n", - " alpha = (1.+0.2271*N_ur)/(1.+0.2271*3.046)\n", - " h = 0.67556*math.sqrt(alpha) # this is h\n", + " alpha = (1.+coeff*N_ur)/(1.+coeff*3.044)\n", + " h = 0.67810*math.sqrt(alpha) # this is h\n", " #\n", " # deal with colors and legends\n", " #\n", @@ -183,7 +174,7 @@ " ax_Pk.semilogx(kvec,np.array(pkM[i])/np.array(pkM[0]),\n", " color=var_color,#alpha=var_alpha,\n", " linestyle='-',\n", - " label=r'$\\Delta N_\\mathrm{eff}=%g$'%(N_ur-3.046))\n", + " label=r'$\\Delta N_\\mathrm{eff}=%g$'%(N_ur-3.044))\n", " #\n", " # plot C_l^TT\n", " #\n", @@ -193,7 +184,7 @@ " else: \n", " ax_TT.semilogx(ll[i],clTT[i]/clTT[0],\n", " color=var_color,alpha=var_alpha,linestyle='-',\n", - " label=r'$\\Delta N_\\mathrm{eff}=%g$'%(N_ur-3.046))\n", + " label=r'$\\Delta N_\\mathrm{eff}=%g$'%(N_ur-3.044))\n", "#\n", "# output of P(k) figure\n", "#\n", @@ -213,58 +204,29 @@ "ax_TT.set_ylabel(r'$C_\\ell^\\mathrm{TT}/C_\\ell^\\mathrm{TT}(N_\\mathrm{eff}=3.046)$')\n", "ax_TT.legend(loc='lower left')\n", "fig_TT.tight_layout()\n", - "fig_TT.savefig('ratio-%s-cltt.pdf' % var_figname)\n", - "#\n", - "# output of C_l^EE figure\n", - "# \n", - "#ax_EE.set_xlim([2,2500])\n", - "#ax_EE.set_xlabel(r'$\\ell$')\n", - "#ax_EE.set_ylabel(r'$[\\ell(\\ell+1)/2\\pi] C_\\ell^\\mathrm{EE}$')\n", - "#ax_EE.legend(legarray,loc='lower right')\n", - "#fig_EE.tight_layout()\n", - "#fig_EE.savefig('spectra_%s_clee.pdf' % var_figname)\n", - "#\n", - "# output of C_l^pp figure\n", - "# \n", - "#ax_PP.set_xlim([10,2500])\n", - "#ax_PP.set_xlabel(r'$\\ell$')\n", - "#ax_PP.set_ylabel(r'$[\\ell^2(\\ell+1)^2/2\\pi] C_\\ell^\\mathrm{\\phi \\phi}$')\n", - "#ax_PP.legend(legarray)\n", - "#fig_PP.tight_layout()\n", - "#fig_PP.savefig('spectra_%s_clpp.pdf' % var_figname)" + "fig_TT.savefig('ratio-%s-cltt.pdf' % var_figname)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/varying_pann.ipynb b/notebooks/varying_pann.ipynb index 25115d73..cd835e23 100644 --- a/notebooks/varying_pann.ipynb +++ b/notebooks/varying_pann.ipynb @@ -3,11 +3,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import necessary modules\n", @@ -18,17 +14,13 @@ "import numpy as np\n", "from classy import Class\n", "from scipy.optimize import fsolve\n", - "import math" + "from math import pi" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# esthetic definitions for the plots\n", @@ -42,19 +34,19 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "############################################\n", "#\n", "# Varying parameter (others fixed to default)\n", "#\n", - "var_name = 'annihilation'\n", - "var_array = np.linspace(0,1.e-5,5)\n", + "# With the input suntax of class <= 2.9 we used: annihilation = 1.e-5 m^3/s/Kg\n", + "# With the new syntax this is equivalent to DM_annihilation_efficiency = 1.11e-22 m^3/s/J\n", + "# (the ratio is a factor (c/[1 m/s])**2 = 9.e16)\n", + "#\n", + "var_name = 'DM_annihilation_efficiency'\n", + "var_array = np.linspace(0,1.11e-22,5)\n", "var_num = len(var_array)\n", "var_legend = r'$p_\\mathrm{ann}$'\n", "var_figname = 'pann'\n", @@ -63,27 +55,25 @@ "#\n", "# Fixed settings\n", "#\n", - "common_settings = {'output':'tCl,pCl,lCl,mPk',\n", - " 'lensing':'yes',\n", - " # LambdaCDM parameters\n", + "common_settings = {# LambdaCDM parameters\n", " 'h':0.67556,\n", " 'omega_b':0.022032,\n", " 'omega_cdm':0.12038,\n", " 'A_s':2.215e-9,\n", " 'n_s':0.9619,\n", " 'tau_reio':0.0925,\n", - " # Take fixed value for primordial Helium (instead of automatic BBN adjustment)\n", - " 'YHe':0.246,\n", - " # other output and precision parameters\n", + " # output and precision parameters\n", + " 'output':'tCl,pCl,lCl,mPk',\n", + " 'lensing':'yes',\n", " 'P_k_max_1/Mpc':3.0,\n", - " 'l_switch_limber':9}\n", - " #'background_verbose':1} \n", + " 'l_switch_limber':9\n", + " }\n", "#\n", "# arrays for output\n", "#\n", "kvec = np.logspace(-4,np.log10(3),1000)\n", "legarray = []\n", - "twopi = 2.*math.pi\n", + "twopi = 2.*pi\n", "#\n", "# Create figures\n", "#\n", @@ -92,11 +82,13 @@ "fig_EE, ax_EE = plt.subplots()\n", "fig_PP, ax_PP = plt.subplots()\n", "#\n", + "M = Class()\n", + "#\n", "# loop over varying parameter values\n", "#\n", "for i,var in enumerate(var_array):\n", " #\n", - " print ' * Compute with %s=%e'%(var_name,var)\n", + " print (' * Compute with %s=%e'%(var_name,var))\n", " #\n", " # deal with colors and legends\n", " #\n", @@ -112,7 +104,6 @@ " # \n", " # call CLASS\n", " #\n", - " M = Class()\n", " M.set(common_settings)\n", " M.set({var_name:var})\n", " M.compute()\n", @@ -149,7 +140,6 @@ " #\n", " # reset CLASS\n", " #\n", - " M.struct_cleanup()\n", " M.empty() \n", "#\n", "# output of P(k) figure\n", @@ -159,7 +149,7 @@ "ax_Pk.set_ylabel(r'$P(k) \\,\\,\\,\\, [\\mathrm{Mpc}/h]^3$')\n", "ax_Pk.legend(legarray)\n", "fig_Pk.tight_layout()\n", - "fig_Pk.savefig('spectra_%s_Pk.pdf' % var_figname)\n", + "fig_Pk.savefig('varying_%s_Pk.pdf' % var_figname)\n", "#\n", "# output of C_l^TT figure\n", "# \n", @@ -168,7 +158,7 @@ "ax_TT.set_ylabel(r'$[\\ell(\\ell+1)/2\\pi] C_\\ell^\\mathrm{TT}$')\n", "ax_TT.legend(legarray)\n", "fig_TT.tight_layout()\n", - "fig_TT.savefig('spectra_%s_cltt.pdf' % var_figname)\n", + "fig_TT.savefig('varying_%s_cltt.pdf' % var_figname)\n", "#\n", "# output of C_l^EE figure\n", "# \n", @@ -177,7 +167,7 @@ "ax_EE.set_ylabel(r'$[\\ell(\\ell+1)/2\\pi] C_\\ell^\\mathrm{EE}$')\n", "ax_EE.legend(legarray)\n", "fig_EE.tight_layout()\n", - "fig_EE.savefig('spectra_%s_clee.pdf' % var_figname)\n", + "fig_EE.savefig('varying_%s_clee.pdf' % var_figname)\n", "#\n", "# output of C_l^pp figure\n", "# \n", @@ -186,40 +176,29 @@ "ax_PP.set_ylabel(r'$[\\ell^2(\\ell+1)^2/2\\pi] C_\\ell^\\mathrm{\\phi \\phi}$')\n", "ax_PP.legend(legarray)\n", "fig_PP.tight_layout()\n", - "fig_PP.savefig('spectra_%s_clpp.pdf' % var_figname)" + "fig_PP.savefig('varying_%s_clpp.pdf' % var_figname)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/notebooks/warmup.ipynb b/notebooks/warmup.ipynb index 9f52246f..7fb84f04 100644 --- a/notebooks/warmup.ipynb +++ b/notebooks/warmup.ipynb @@ -3,11 +3,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# import classy module\n", @@ -17,17 +13,13 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# create instance of the class \"Class\"\n", "LambdaCDM = Class()\n", "# pass input parameters\n", - "LambdaCDM.set({'omega_b':0.022032,'omega_cdm':0.12038,'h':0.67556,'A_s':2.215e-9,'n_s':0.9619,'tau_reio':0.0925})\n", + "LambdaCDM.set({'omega_b':0.0223828,'omega_cdm':0.1201075,'h':0.67810,'A_s':2.100549e-09,'n_s':0.9660499,'tau_reio':0.05430842})\n", "LambdaCDM.set({'output':'tCl,pCl,lCl,mPk','lensing':'yes','P_k_max_1/Mpc':3.0})\n", "# run class\n", "LambdaCDM.compute()" @@ -36,27 +28,19 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# get all C_l output\n", "cls = LambdaCDM.lensed_cl(2500)\n", "# To check the format of cls\n", - "cls.viewkeys()" + "cls.keys()" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "ll = cls['ell'][2:]\n", @@ -68,11 +52,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# uncomment to get plots displayed in notebook\n", @@ -84,11 +64,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# plot C_l^TT\n", @@ -102,11 +78,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "plt.savefig('warmup_cltt.pdf')" @@ -115,11 +87,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# get P(k) at redhsift z=0\n", @@ -134,11 +102,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# plot P(k)\n", @@ -152,11 +116,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "plt.savefig('warmup_pk.pdf')" @@ -165,39 +125,34 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ - "# optional: clear content of LambdaCDM (to reuse it for another model)\n", - "LambdaCDM.struct_cleanup()\n", - "# optional: reset parameters to default\n", + "# optional: reset parameters to default in case you want \n", + "# to set different parameters and rerun LambdaCDM.compute()\n", "LambdaCDM.empty()" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 2", + "display_name": "Python 3", "language": "python", - "name": "python2" + "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.13" + "pygments_lexer": "ipython3", + "version": "3.8.8" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 } diff --git a/output/explanatory00_cl.dat b/output/explanatory00_cl.dat new file mode 100644 index 00000000..af6c11e5 --- /dev/null +++ b/output/explanatory00_cl.dat @@ -0,0 +1,3010 @@ +# dimensionless total [l(l+1)/2pi] C_l's +# for l=2 to 3000, i.e. number of multipoles equal to 2999 +# +# -> if you prefer output in CAMB/HealPix/LensPix units/order, set 'format' to 'camb' in input file +# -> if you don't want to see such a header, set 'headers' to 'no' in input file +# -> for CMB lensing (phi), these are C_l^phi-phi for the lensing potential. +# Remember the conversion factors: +# C_l^dd (deflection) = l(l+1) C_l^phi-phi +# C_l^gg (shear/convergence) = 1/4 (l(l+1))^2 C_l^phi-phi +# +# 1:l 2:TT 3:EE 4:TE 5:BB 6:phiphi 7:TPhi 8:Ephi + 2 1.381672191121e-10 4.179499683040e-15 3.519335938596e-13 0.000000000000e+00 8.236345715484e-09 4.535748655438e-10 -1.842359971483e-12 + 3 1.306686611658e-10 5.354349835026e-15 3.955014520573e-13 0.000000000000e+00 5.068763597778e-09 3.217369154938e-10 -1.394920075648e-12 + 4 1.236001793253e-10 4.628866175837e-15 3.698083328650e-13 0.000000000000e+00 3.524743959263e-09 2.436997857927e-10 -9.127421857635e-13 + 5 1.183076845963e-10 3.086039434067e-15 3.148767439294e-13 0.000000000000e+00 2.631980820294e-09 1.925368525815e-10 -5.069340914643e-13 + 6 1.146780302572e-10 1.724512682357e-15 2.535647549060e-13 0.000000000000e+00 2.056887114197e-09 1.566785141488e-10 -2.081013463412e-13 + 7 1.123125102760e-10 9.315387484561e-16 1.990692151663e-13 0.000000000000e+00 1.660291803439e-09 1.303589812185e-10 -1.764541688822e-14 + 8 1.109311879320e-10 6.011013723780e-16 1.571595455636e-13 0.000000000000e+00 1.372925902204e-09 1.103958592899e-10 7.941422178616e-14 + 9 1.102859724143e-10 4.824289336715e-16 1.291091228585e-13 0.000000000000e+00 1.156601753761e-09 9.490323825684e-11 1.064376999485e-13 + 10 1.101461262167e-10 4.107510156128e-16 1.135895276196e-13 0.000000000000e+00 9.888512733596e-10 8.262925872292e-11 8.927909804014e-14 + 11 1.104529729261e-10 3.446472598566e-16 1.079387500808e-13 0.000000000000e+00 8.333804337332e-10 7.300890478750e-11 5.203124929130e-14 + 12 1.110547949220e-10 2.997606112314e-16 1.090991393320e-13 0.000000000000e+00 7.283489590686e-10 6.455586167159e-11 1.227599630793e-14 + 13 1.119012888258e-10 2.870889834209e-16 1.143864366838e-13 0.000000000000e+00 6.421078082299e-10 5.769182789313e-11 -1.798989760025e-14 + 14 1.129451299988e-10 2.986646823353e-16 1.217804103252e-13 0.000000000000e+00 5.703409159936e-10 5.171510398772e-11 -3.451240734620e-14 + 15 1.141729542007e-10 3.227444872754e-16 1.299915692503e-13 0.000000000000e+00 5.099194133766e-10 4.668819785546e-11 -3.750083237488e-14 + 16 1.155094875982e-10 3.568047338715e-16 1.383568923045e-13 0.000000000000e+00 4.585371756284e-10 4.235496816918e-11 -3.091279892492e-14 + 17 1.169823266339e-10 4.063743602057e-16 1.466585843361e-13 0.000000000000e+00 4.144517857253e-10 3.857283733957e-11 -1.994046106344e-14 + 18 1.185283007339e-10 4.768835176800e-16 1.551537303730e-13 0.000000000000e+00 3.761812867130e-10 3.527412534487e-11 -9.473326934204e-15 + 19 1.201586616414e-10 5.686595654060e-16 1.640642382244e-13 0.000000000000e+00 3.431210243185e-10 3.241157096393e-11 -2.116915704517e-15 + 20 1.218661550575e-10 6.797015659447e-16 1.735307423802e-13 0.000000000000e+00 3.139983640629e-10 2.986963992921e-11 4.178950611157e-16 + 21 1.236522709844e-10 8.093671293194e-16 1.835061896886e-13 0.000000000000e+00 2.883573023668e-10 2.760243577936e-11 -1.297255957968e-15 + 22 1.254909584127e-10 9.571661289137e-16 1.938038920504e-13 0.000000000000e+00 2.655859213097e-10 2.555359994146e-11 -5.508496646903e-15 + 23 1.273870911570e-10 1.123297541633e-15 2.040966097053e-13 0.000000000000e+00 2.453721979242e-10 2.371506539791e-11 -1.047337354514e-14 + 24 1.293343083917e-10 1.307992259370e-15 2.139695659829e-13 0.000000000000e+00 2.272498696015e-10 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7.103659304985e-18 4.859962918511e-19 + 3000 3.439774662983e-12 1.127622312514e-13 -2.540562957291e-13 0.000000000000e+00 4.846589074902e-17 7.160910205679e-18 4.959654118972e-19 diff --git a/output/explanatory00_cl_lensed.dat b/output/explanatory00_cl_lensed.dat new file mode 100644 index 00000000..513749b2 --- /dev/null +++ b/output/explanatory00_cl_lensed.dat @@ -0,0 +1,2510 @@ +# dimensionless total lensed [l(l+1)/2pi] C_l's +# for l=2 to 2500, i.e. number of multipoles equal to 2499 +# +# -> if you prefer output in CAMB/HealPix/LensPix units/order, set 'format' to 'camb' in input file +# -> if you don't want to see such a header, set 'headers' to 'no' in input file +# -> for CMB lensing (phi), these are C_l^phi-phi for the lensing potential. +# Remember the conversion factors: +# C_l^dd (deflection) = l(l+1) C_l^phi-phi +# C_l^gg (shear/convergence) = 1/4 (l(l+1))^2 C_l^phi-phi +# +# 1:l 2:TT 3:EE 4:TE 5:BB 6:phiphi 7:TPhi 8:Ephi + 2 1.381676922073e-10 4.179730664567e-15 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a/output/explanatory00_parameters.ini b/output/explanatory00_parameters.ini new file mode 100644 index 00000000..69cb5f3c --- /dev/null +++ b/output/explanatory00_parameters.ini @@ -0,0 +1,82 @@ +# List of input/precision parameters actually read +# (all other parameters set to default values) +# Obtained with CLASS v3.0.0 (for developers: svn version 6142M) +# +# This file can be used as the input file of another run +# +output = tCl,pCl,lCl,mPk +modes = s +ic = ad +gauge = synchronous +h = 0.67810 +YHe = BBN +recombination = HyRec +reio_parametrization = reio_camb +z_reio = 7.6711 +reionization_exponent = 1.5 +reionization_width = 0.5 +helium_fullreio_redshift = 3.5 +helium_fullreio_width = 0.5 +T_cmb = 2.7255 +omega_b = 0.02238280 +N_ur = 3.044 +omega_cdm = 0.1201075 +Omega_k = 0. +Omega_dcdmdr = 0.0 +stat_f_idr = 0.875 +Omega_idm_dr = 0. +alpha_idm_dr = 1.5 +beta_idr = 1.5 +Omega_fld = 0 +Omega_scf = 0 +DM_annihilation_efficiency = 0. +DM_decay_fraction = 0. +DM_decay_Gamma = 0. +PBH_evaporation_fraction = 0. +PBH_evaporation_mass = 0. +PBH_accretion_fraction = 0. +PBH_accretion_mass = 0. +PBH_accretion_recipe = disk_accretion +PBH_accretion_ADAF_delta = 1.e-3 +PBH_accretion_eigenvalue = 0.1 +f_eff_type = on_the_spot +chi_type = CK_2004 +Pk_ini_type = analytic_Pk +k_pivot = 0.05 +A_s = 2.100549e-09 +n_s = 0.9660499 +alpha_s = 0. +l_max_scalars = 2500 +P_k_max_h/Mpc = 1. +z_pk = 0 +lensing = yes +sd_branching_approx = exact +sd_PCA_size = 2 +sd_detector_name = PIXIE +sd_only_exotic = no +sd_include_g_distortion = no +sd_add_y = 0. +sd_add_mu = 0. +include_SZ_effect = no +overwrite_root = no +headers = yes +format = class +write_background = no +write_thermodynamics = no +write_primordial = no +write_exotic_injection = no +write_distortions = no +write_parameters = yes +input_verbose = 1 +background_verbose = 1 +thermodynamics_verbose = 1 +perturbations_verbose = 1 +transfer_verbose = 1 +primordial_verbose = 1 +harmonic_verbose = 1 +fourier_verbose = 1 +lensing_verbose = 1 +distortions_verbose = 1 +output_verbose = 1 +root = output/explanatory00_ +# diff --git a/output/explanatory00_pk.dat b/output/explanatory00_pk.dat new file mode 100644 index 00000000..1f6f313f --- /dev/null +++ b/output/explanatory00_pk.dat @@ -0,0 +1,607 @@ +# Matter power spectrum P(k) at redshift z=0 +# for k=1.04206e-05 to 1.08688 h/Mpc, +# number of wavenumbers equal to 603 +# 1:k (h/Mpc) 2:P (Mpc/h)^3 + 1.042057218184e-05 4.833536824491e+01 + 2.326967400489e-05 1.050301576187e+02 + 3.616373012072e-05 1.608006165913e+02 + 4.913726131589e-05 2.162187383067e+02 + 6.222535647458e-05 2.716139599477e+02 + 7.546398391688e-05 3.272355696191e+02 + 8.889031264419e-05 3.832982865617e+02 + 1.025430477450e-04 4.400009723075e+02 + 1.164627842470e-04 4.975362774784e+02 + 1.306923837342e-04 5.560965309799e+02 + 1.452773780572e-04 6.158777787258e+02 + 1.602664044030e-04 6.770830889636e+02 + 1.757116758265e-04 7.399251905951e+02 + 1.916694909805e-04 8.046291161402e+02 + 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7.213072565302e-01 1.461280381951e+02 + 7.245132083389e-01 1.446966039696e+02 + 7.277191602020e-01 1.432843280890e+02 + 7.309251121190e-01 1.418899805298e+02 + 7.341310640890e-01 1.405132122797e+02 + 7.373370161113e-01 1.391537249174e+02 + 7.405429681854e-01 1.378130863225e+02 + 7.437489203104e-01 1.364907839721e+02 + 7.469548724859e-01 1.351872781690e+02 + 7.501608247110e-01 1.339019639164e+02 + 7.533667769852e-01 1.326336879507e+02 + 8.234874576443e-01 1.086168973762e+02 + 9.251239653234e-01 8.340952862707e+01 + 1.086877471844e+00 5.758170168318e+01 diff --git a/output/explanatory00_unused_parameters b/output/explanatory00_unused_parameters new file mode 100644 index 00000000..4b9e2c1e --- /dev/null +++ b/output/explanatory00_unused_parameters @@ -0,0 +1,73 @@ +# List of input/precision parameters passed +# but not used (just for info) +# +binned_reio_num = 3 +binned_reio_z = 8,12,16 +binned_reio_xe = 0.8,0.2,0.1 +binned_reio_step_sharpness = 0.3 +many_tanh_num = 2 +many_tanh_z = 3.5,11.3 +many_tanh_xe = -2,-1 +many_tanh_width = 0.5 +reio_inter_num = 8 +reio_inter_z = 0, 3, 4, 8, 9, 10, 11, 12 +reio_inter_xe = -2, -2, -1, -1, 0.9, 0.5, 0.1, 0 +ncdm_psd_filenames = psd_FD_single.dat +m_ncdm = 0.06 +Gamma_dcdm = 0.0 +tau_dcdm = 0.0 +m_idm = 1.0e11 +a_idm_dr = 0. +use_ppf = yes +c_gamma_over_c_fld = 0.4 +fluid_equation_of_state = CLP +scf_parameters = 10.0, 0.0, 0.0, 0.0, 100.0, 0.0 +attractor_ic_scf = yes +scf_tuning_index = 0 +DM_annihilation_variation = 0. +DM_annihilation_z = 1000 +DM_annihilation_zmax = 2500 +DM_annihilation_zmin = 30 +DM_annihilation_f_halo = 0 +DM_annihilation_z_halo = 8 +PBH_accretion_relative_velocities = -1. +f_bi = 1. +n_bi = 1.5 +f_cdi = 1. +f_nid = 1. +n_nid = 2. +alpha_nid = 0.01 +c_ad_bi = 0.5 +c_ad_cdi = -1. +c_bi_nid = 1. +r = 1. +n_t = scc +alpha_t = scc +potential = polynomial +V_0 = 1.e-13 +V_1 = -1.e-14 +V_2 = 7.e-14 +H_0 = 1.e-13 +H_1 = -1.e-14 +H_2 = 7.e-14 +full_potential = polynomial +k1 = 0.002 +k2 = 0.1 +P_{RR}^1 = 2.3e-9 +P_{RR}^2 = 2.3e-9 +P_{II}^1 = 1.e-11 +P_{II}^2 = 1.e-11 +P_{RI}^1 = -1.e-13 +|P_{RI}^2| = 1.e-13 +command = cat external_Pk/Pk_example.dat +custom1 = 0.05 +custom2 = 2.215e-9 +custom3 = 0.9624 +custom4 = 2e-10 +custom5 = -0.1 +l_max_tensors = 500 +selection = gaussian +selection_mean = 0.98,0.99,1.0,1.1,1.2 +selection_width = 0.1 +non_diagonal = 4 +write_warnings = no diff --git a/plot_CLASS_output.m b/plot_CLASS_output.m index ddf8c338..396f5b46 100644 --- a/plot_CLASS_output.m +++ b/plot_CLASS_output.m @@ -1,186 +1,186 @@ -function plot_CLASS_output(datafiles,varargin) -% plot_CLASS_output(datafiles,selection,options) -% plot_CLASS_output(datafiles,selection) -% plot_CLASS_output(datafiles,options) -% plot_CLASS_output(datafiles) -% Thomas Tram, 12th of March 2014. thomas.tram@epfl.ch -% Small plot utility for plotting background, thermodynamics and -% perturbations files. (Compatibility with other files may be added later.) -% Examples: -% -% plot_CLASS_output('c:\class\test_background.dat') -% plots every column of data in the background file -% 'c:\class\test_background.dat' and saves the plot in myplot.eps. -% -% -% plot_CLASS_output('c:\class\test_background.dat',{'cdm','ur','crit'}) -% plots every mention of either 'cdm', 'ur' or 'crit' in the column titles. -% -% -% plot_CLASS_output('c:\class\test_perturbations_k0_s.dat',{'delta'}) -% plots every mention of 'delta' in the column titles. Convenient for -% plotting the density perturbations of all species. -% -% -% plot_CLASS_output({'c:\class\model1_background.dat','c:\class\model2_background.dat'},{'rho'}) -% plots all mentions of rho in the files listed in the first cell array. -% -% -% plot_CLASS_output('c:\class\test_perturbations_k0_s.dat',{'delta'},options) -% options follows the usual MATLAB convention of -% ...,paramname1,paramval1, paramname2, paramval2,... -% -% Names: Values: -% ---------------------------------------------------------------------- -% EpsFilename Filename for output -% xvariable 'a' or 'z' (will convert one from the other) -% xscale 'log' or 'linear' -% yscale 'log' or 'linear' -% xlim [xmin xmax] - -if mod(nargin,2)==0 - opt = cell2struct(varargin(3:2:end),lower(varargin(2:2:end)),2); - if ischar(varargin{1}) - opt.selection = varargin(1); - else - opt.selection = varargin{1}; - end -else - opt = cell2struct(varargin(2:2:end),lower(varargin(1:2:end)),2); - opt.selection = 'all'; -end -%Filename for saving plot: -if isfield(opt,'epsfilename'); - epsfilename = opt.epsfilename; -else - epsfilename = 'myplot'; -end - -%================================================================= -close all - -if ischar(datafiles) - datafiles = {datafiles}; -end - - -linestyles = {'-','--',':','-.'}; -legendcell = {}; - -xmin = inf; -xmax = -inf; -for fileidx = 1:length(datafiles) - linestyle = linestyles{mod(fileidx-1,length(linestyles))+1}; - datafile = datafiles{fileidx}; - - %Find column titles: - fid = fopen(datafile); - titleline = 0; - tline = fgetl(fid); - while tline(1)=='#' - titleline = titleline+1; - tline_old = tline; - tline = fgetl(fid); - end - fclose(fid); - -% S=importdata(datafile); -% data = S.data; -% titlestring = S.textdata{titleline}; - titlestring = tline_old; - S = importdata(datafile,' ',titleline); - data = S.data; - - %remove leading # - titlestring = titlestring(2:end); - colonidx = [find(titlestring==':'),length(titlestring)+1]; - for j=1:(length(colonidx)-1) - cellnames{j} = strtrim(titlestring(colonidx(j)+1:colonidx(j+1)-3)); - end - - %Determine independent variable: - x = data(:,1); - xlab = cellnames{1}; - xscale = 'linear'; - - if (~isempty(strfind(cellnames{1},'z'))) - xscale = 'log'; - %First column is z - if (~isfield(opt,'xvariable')) || (~strcmp(opt.xvariable,'z')) - %if the field is empty or the field is not 'z' change to scale factor a - x = 1./(x+1); - xlab = 'a'; - end - end - - if (~isempty(strfind(cellnames{1},'a'))) - xscale = 'log'; - %First column is a - if (isfield(opt,'xvariable')) && (strcmp(opt.xvariable,'z')) - %Change to z - x = 1./x-1; - xlab = 'z'; - end - end - - if isfield(opt,'xscale') - xscale = opt.xscale; - end - - - if strcmp(opt.selection,'all') - indices = 2:length(cellnames); - else - tmp = []; - for i=1:length(opt.selection) - tmp2=strfind(cellnames,opt.selection{i}); - for j=1:length(tmp2) - if ~isempty(tmp2{j}) - tmp = [tmp,j]; - end - end - end - indices = unique(tmp); - end - - if isempty(indices) - thenames = ''; - for i=1:length(opt.selection) - thenames = [thenames,opt.selection{i},', ']; - end - error(['No indices corresponding to the name(s) {',thenames,'} were found!']) - end - - xmin = min(xmin,min(x)); - xmax = max(xmax,max(x)); - if isfield(opt,'xlim') - %We need to restrict plotting: - xl = opt.xlim; - mask = (x>=xl(1))&(x<=xl(2)); - else - mask = true(size(x)); - end - - %semilogy(tau,data(:,indices)) - loglog(x(mask),abs(data(mask,indices)),'LineWidth',2,'LineStyle',linestyle) - - hold on - legendcell = [legendcell,cellnames(indices)]; -end - -legend(legendcell,'Interpreter','none','Location','best') -yl = ylim; -%Fixes x label when y values go to 0 in log plot: -ylim([max(1e-100,yl(1)),yl(2)]) -xlabel(xlab) -set(gca,'xscale',xscale); -if isfield(opt,'yscale') - set(gca,'yscale',opt.yscale); -end -if isfield(opt,'xlim') - xlim(opt.xlim) -else - xlim([xmin,xmax]) -end - +function plot_CLASS_output(datafiles,varargin) +% plot_CLASS_output(datafiles,selection,options) +% plot_CLASS_output(datafiles,selection) +% plot_CLASS_output(datafiles,options) +% plot_CLASS_output(datafiles) +% Thomas Tram, 12th of March 2014. thomas.tram@epfl.ch +% Small plot utility for plotting background, thermodynamics and +% perturbations files. (Compatibility with other files may be added later.) +% Examples: +% +% plot_CLASS_output('c:\class\test_background.dat') +% plots every column of data in the background file +% 'c:\class\test_background.dat' and saves the plot in myplot.eps. +% +% +% plot_CLASS_output('c:\class\test_background.dat',{'cdm','ur','crit'}) +% plots every mention of either 'cdm', 'ur' or 'crit' in the column titles. +% +% +% plot_CLASS_output('c:\class\test_perturbations_k0_s.dat',{'delta'}) +% plots every mention of 'delta' in the column titles. Convenient for +% plotting the density perturbations of all species. +% +% +% plot_CLASS_output({'c:\class\model1_background.dat','c:\class\model2_background.dat'},{'rho'}) +% plots all mentions of rho in the files listed in the first cell array. +% +% +% plot_CLASS_output('c:\class\test_perturbations_k0_s.dat',{'delta'},options) +% options follows the usual MATLAB convention of +% ...,paramname1,paramval1, paramname2, paramval2,... +% +% Names: Values: +% ---------------------------------------------------------------------- +% EpsFilename Filename for output +% xvariable 'a' or 'z' (will convert one from the other) +% xscale 'log' or 'linear' +% yscale 'log' or 'linear' +% xlim [xmin xmax] + +if mod(nargin,2)==0 + opt = cell2struct(varargin(3:2:end),lower(varargin(2:2:end)),2); + if ischar(varargin{1}) + opt.selection = varargin(1); + else + opt.selection = varargin{1}; + end +else + opt = cell2struct(varargin(2:2:end),lower(varargin(1:2:end)),2); + opt.selection = 'all'; +end +%Filename for saving plot: +if isfield(opt,'epsfilename'); + epsfilename = opt.epsfilename; +else + epsfilename = 'myplot'; +end + +%================================================================= +close all + +if ischar(datafiles) + datafiles = {datafiles}; +end + + +linestyles = {'-','--',':','-.'}; +legendcell = {}; + +xmin = inf; +xmax = -inf; +for fileidx = 1:length(datafiles) + linestyle = linestyles{mod(fileidx-1,length(linestyles))+1}; + datafile = datafiles{fileidx}; + + %Find column titles: + fid = fopen(datafile); + titleline = 0; + tline = fgetl(fid); + while tline(1)=='#' + titleline = titleline+1; + tline_old = tline; + tline = fgetl(fid); + end + fclose(fid); + +% S=importdata(datafile); +% data = S.data; +% titlestring = S.textdata{titleline}; + titlestring = tline_old; + S = importdata(datafile,' ',titleline); + data = S.data; + + %remove leading # + titlestring = titlestring(2:end); + colonidx = [find(titlestring==':'),length(titlestring)+1]; + for j=1:(length(colonidx)-1) + cellnames{j} = strtrim(titlestring(colonidx(j)+1:colonidx(j+1)-3)); + end + + %Determine independent variable: + x = data(:,1); + xlab = cellnames{1}; + xscale = 'linear'; + + if (~isempty(strfind(cellnames{1},'z'))) + xscale = 'log'; + %First column is z + if (~isfield(opt,'xvariable')) || (~strcmp(opt.xvariable,'z')) + %if the field is empty or the field is not 'z' change to scale factor a + x = 1./(x+1); + xlab = 'a'; + end + end + + if (~isempty(strfind(cellnames{1},'a'))) + xscale = 'log'; + %First column is a + if (isfield(opt,'xvariable')) && (strcmp(opt.xvariable,'z')) + %Change to z + x = 1./x-1; + xlab = 'z'; + end + end + + if isfield(opt,'xscale') + xscale = opt.xscale; + end + + + if strcmp(opt.selection,'all') + indices = 2:length(cellnames); + else + tmp = []; + for i=1:length(opt.selection) + tmp2=strfind(cellnames,opt.selection{i}); + for j=1:length(tmp2) + if ~isempty(tmp2{j}) + tmp = [tmp,j]; + end + end + end + indices = unique(tmp); + end + + if isempty(indices) + thenames = ''; + for i=1:length(opt.selection) + thenames = [thenames,opt.selection{i},', ']; + end + error(['No indices corresponding to the name(s) {',thenames,'} were found!']) + end + + xmin = min(xmin,min(x)); + xmax = max(xmax,max(x)); + if isfield(opt,'xlim') + %We need to restrict plotting: + xl = opt.xlim; + mask = (x>=xl(1))&(x<=xl(2)); + else + mask = true(size(x)); + end + + %semilogy(tau,data(:,indices)) + loglog(x(mask),abs(data(mask,indices)),'LineWidth',2,'LineStyle',linestyle) + + hold on + legendcell = [legendcell,cellnames(indices)]; +end + +legend(legendcell,'Interpreter','none','Location','best') +yl = ylim; +%Fixes x label when y values go to 0 in log plot: +ylim([max(1e-100,yl(1)),yl(2)]) +xlabel(xlab) +set(gca,'xscale',xscale); +if isfield(opt,'yscale') + set(gca,'yscale',opt.yscale); +end +if isfield(opt,'xlim') + xlim(opt.xlim) +else + xlim([xmin,xmax]) +end + saveas(gcf,[epsfilename,'.eps'],'epsc2') \ No newline at end of file diff --git a/psd_FD_single.dat b/psd_FD_single.dat index 90a33b4a..cd1c4594 100644 --- a/psd_FD_single.dat +++ b/psd_FD_single.dat @@ -1,100 +1,100 @@ - 0.0000000e+000 4.0314418e-003 - 1.2121212e-001 3.7874107e-003 - 2.4242424e-001 3.5451614e-003 - 3.6363636e-001 3.3064240e-003 - 4.8484848e-001 3.0728285e-003 - 6.0606061e-001 2.8458621e-003 - 7.2727273e-001 2.6268350e-003 - 8.4848485e-001 2.4168557e-003 - 9.6969697e-001 2.2168165e-003 - 1.0909091e+000 2.0273889e-003 - 1.2121212e+000 1.8490284e-003 - 1.3333333e+000 1.6819863e-003 - 1.4545455e+000 1.5263281e-003 - 1.5757576e+000 1.3819553e-003 - 1.6969697e+000 1.2486299e-003 - 1.8181818e+000 1.1259993e-003 - 1.9393939e+000 1.0136210e-003 - 2.0606061e+000 9.1098552e-004 - 2.1818182e+000 8.1753726e-004 - 2.3030303e+000 7.3269281e-004 - 2.4242424e+000 6.5585650e-004 - 2.5454545e+000 5.8643326e-004 - 2.6666667e+000 5.2383885e-004 - 2.7878788e+000 4.6750783e-004 - 2.9090909e+000 4.1689940e-004 - 3.0303030e+000 3.7150144e-004 - 3.1515152e+000 3.3083316e-004 - 3.2727273e+000 2.9444641e-004 - 3.3939394e+000 2.6192609e-004 - 3.5151515e+000 2.3288982e-004 - 3.6363636e+000 2.0698701e-004 - 3.7575758e+000 1.8389754e-004 - 3.8787879e+000 1.6333015e-004 - 4.0000000e+000 1.4502072e-004 - 4.1212121e+000 1.2873034e-004 - 4.2424242e+000 1.1424347e-004 - 4.3636364e+000 1.0136608e-004 - 4.4848485e+000 8.9923795e-005 - 4.6060606e+000 7.9760183e-005 - 4.7272727e+000 7.0735118e-005 - 4.8484848e+000 6.2723239e-005 - 4.9696970e+000 5.5612518e-005 - 5.0909091e+000 4.9302948e-005 - 5.2121212e+000 4.3705328e-005 - 5.3333333e+000 3.8740163e-005 - 5.4545455e+000 3.4336653e-005 - 5.5757576e+000 3.0431782e-005 - 5.6969697e+000 2.6969493e-005 - 5.8181818e+000 2.3899944e-005 - 5.9393939e+000 2.1178837e-005 - 6.0606061e+000 1.8766816e-005 - 6.1818182e+000 1.6628928e-005 - 6.3030303e+000 1.4734139e-005 - 6.4242424e+000 1.3054902e-005 - 6.5454545e+000 1.1566771e-005 - 6.6666667e+000 1.0248056e-005 - 6.7878788e+000 9.0795173e-006 - 6.9090909e+000 8.0440884e-006 - 7.0303030e+000 7.1266354e-006 - 7.1515152e+000 6.3137388e-006 - 7.2727273e+000 5.5935005e-006 - 7.3939394e+000 4.9553726e-006 - 7.5151515e+000 4.3900052e-006 - 7.6363636e+000 3.8891104e-006 - 7.7575758e+000 3.4453427e-006 - 7.8787879e+000 3.0521921e-006 - 8.0000000e+000 2.7038891e-006 - 8.1212121e+000 2.3953211e-006 - 8.2424242e+000 2.1219577e-006 - 8.3636364e+000 1.8797842e-006 - 8.4848485e+000 1.6652437e-006 - 8.6060606e+000 1.4751843e-006 - 8.7272727e+000 1.3068135e-006 - 8.8484848e+000 1.1576570e-006 - 8.9696970e+000 1.0255226e-006 - 9.0909091e+000 9.0846835e-007 - 9.2121212e+000 8.0477343e-007 - 9.3333333e+000 7.1291348e-007 - 9.4545455e+000 6.3153795e-007 - 9.5757576e+000 5.5945039e-007 - 9.6969697e+000 4.9559083e-007 - 9.8181818e+000 4.3902025e-007 - 9.9393939e+000 3.8890677e-007 - 1.0060606e+001 3.4451341e-007 - 1.0181818e+001 3.0518733e-007 - 1.0303030e+001 2.7035015e-007 - 1.0424242e+001 2.3948953e-007 - 1.0545455e+001 2.1215157e-007 - 1.0666667e+001 1.8793419e-007 - 1.0787879e+001 1.6648120e-007 - 1.0909091e+001 1.4747706e-007 - 1.1030303e+001 1.3064224e-007 - 1.1151515e+001 1.1572912e-007 - 1.1272727e+001 1.0251835e-007 - 1.1393939e+001 9.0815608e-008 - 1.1515152e+001 8.0448749e-008 - 1.1636364e+001 7.1265286e-008 - 1.1757576e+001 6.3130135e-008 - 1.1878788e+001 5.5923630e-008 - 1.2000000e+001 4.9539765e-008 + 0.0000000e+000 4.0314418e-003 + 1.2121212e-001 3.7874107e-003 + 2.4242424e-001 3.5451614e-003 + 3.6363636e-001 3.3064240e-003 + 4.8484848e-001 3.0728285e-003 + 6.0606061e-001 2.8458621e-003 + 7.2727273e-001 2.6268350e-003 + 8.4848485e-001 2.4168557e-003 + 9.6969697e-001 2.2168165e-003 + 1.0909091e+000 2.0273889e-003 + 1.2121212e+000 1.8490284e-003 + 1.3333333e+000 1.6819863e-003 + 1.4545455e+000 1.5263281e-003 + 1.5757576e+000 1.3819553e-003 + 1.6969697e+000 1.2486299e-003 + 1.8181818e+000 1.1259993e-003 + 1.9393939e+000 1.0136210e-003 + 2.0606061e+000 9.1098552e-004 + 2.1818182e+000 8.1753726e-004 + 2.3030303e+000 7.3269281e-004 + 2.4242424e+000 6.5585650e-004 + 2.5454545e+000 5.8643326e-004 + 2.6666667e+000 5.2383885e-004 + 2.7878788e+000 4.6750783e-004 + 2.9090909e+000 4.1689940e-004 + 3.0303030e+000 3.7150144e-004 + 3.1515152e+000 3.3083316e-004 + 3.2727273e+000 2.9444641e-004 + 3.3939394e+000 2.6192609e-004 + 3.5151515e+000 2.3288982e-004 + 3.6363636e+000 2.0698701e-004 + 3.7575758e+000 1.8389754e-004 + 3.8787879e+000 1.6333015e-004 + 4.0000000e+000 1.4502072e-004 + 4.1212121e+000 1.2873034e-004 + 4.2424242e+000 1.1424347e-004 + 4.3636364e+000 1.0136608e-004 + 4.4848485e+000 8.9923795e-005 + 4.6060606e+000 7.9760183e-005 + 4.7272727e+000 7.0735118e-005 + 4.8484848e+000 6.2723239e-005 + 4.9696970e+000 5.5612518e-005 + 5.0909091e+000 4.9302948e-005 + 5.2121212e+000 4.3705328e-005 + 5.3333333e+000 3.8740163e-005 + 5.4545455e+000 3.4336653e-005 + 5.5757576e+000 3.0431782e-005 + 5.6969697e+000 2.6969493e-005 + 5.8181818e+000 2.3899944e-005 + 5.9393939e+000 2.1178837e-005 + 6.0606061e+000 1.8766816e-005 + 6.1818182e+000 1.6628928e-005 + 6.3030303e+000 1.4734139e-005 + 6.4242424e+000 1.3054902e-005 + 6.5454545e+000 1.1566771e-005 + 6.6666667e+000 1.0248056e-005 + 6.7878788e+000 9.0795173e-006 + 6.9090909e+000 8.0440884e-006 + 7.0303030e+000 7.1266354e-006 + 7.1515152e+000 6.3137388e-006 + 7.2727273e+000 5.5935005e-006 + 7.3939394e+000 4.9553726e-006 + 7.5151515e+000 4.3900052e-006 + 7.6363636e+000 3.8891104e-006 + 7.7575758e+000 3.4453427e-006 + 7.8787879e+000 3.0521921e-006 + 8.0000000e+000 2.7038891e-006 + 8.1212121e+000 2.3953211e-006 + 8.2424242e+000 2.1219577e-006 + 8.3636364e+000 1.8797842e-006 + 8.4848485e+000 1.6652437e-006 + 8.6060606e+000 1.4751843e-006 + 8.7272727e+000 1.3068135e-006 + 8.8484848e+000 1.1576570e-006 + 8.9696970e+000 1.0255226e-006 + 9.0909091e+000 9.0846835e-007 + 9.2121212e+000 8.0477343e-007 + 9.3333333e+000 7.1291348e-007 + 9.4545455e+000 6.3153795e-007 + 9.5757576e+000 5.5945039e-007 + 9.6969697e+000 4.9559083e-007 + 9.8181818e+000 4.3902025e-007 + 9.9393939e+000 3.8890677e-007 + 1.0060606e+001 3.4451341e-007 + 1.0181818e+001 3.0518733e-007 + 1.0303030e+001 2.7035015e-007 + 1.0424242e+001 2.3948953e-007 + 1.0545455e+001 2.1215157e-007 + 1.0666667e+001 1.8793419e-007 + 1.0787879e+001 1.6648120e-007 + 1.0909091e+001 1.4747706e-007 + 1.1030303e+001 1.3064224e-007 + 1.1151515e+001 1.1572912e-007 + 1.1272727e+001 1.0251835e-007 + 1.1393939e+001 9.0815608e-008 + 1.1515152e+001 8.0448749e-008 + 1.1636364e+001 7.1265286e-008 + 1.1757576e+001 6.3130135e-008 + 1.1878788e+001 5.5923630e-008 + 1.2000000e+001 4.9539765e-008 diff --git a/python/cclassy.pxd b/python/cclassy.pxd index 945a165e..a1b71c42 100644 --- a/python/cclassy.pxd +++ b/python/cclassy.pxd @@ -1,33 +1,55 @@ -# Bunch of declarations from C to python. The idea here is to define only the -# quantities that will be used, for input, output or intermediate manipulation, -# by the python wrapper. For instance, in the precision structure, the only -# item used here is its error message. That is why nothing more is defined from -# this structure. The rest is internal in Class. -# If, for whatever reason, you need an other, existing parameter from Class, -# remember to add it inside this cdef. - -DEF _MAX_NUMBER_OF_K_FILES_ = 30 -DEF _MAXTITLESTRINGLENGTH_ = 8000 -DEF _FILENAMESIZE_ = 256 -DEF _LINE_LENGTH_MAX_ = 1024 +# Bunch of declarations from C to python. The idea here is to define +# only the quantities that will be used, for input, output or +# intermediate manipulation, by the python wrapper. For instance, in +# the precision structure, the only item used here are the error +# message and one parameter used for an error message. That is why +# nothing more is defined from this structure. The rest is internal in +# Class. If, for whatever reason, you need an other, existing +# parameter from Class, remember to add it inside this cdef. cdef extern from "class.h": + cdef char[10] _VERSION_ + ctypedef char FileArg[40] ctypedef char* ErrorMsg - ctypedef char FileName[_FILENAMESIZE_] + ctypedef char FileName[256] + + cdef enum interpolation_method: + inter_normal + inter_growing_closeby + + cdef enum vecback_format: + short_info + normal_info + long_info cdef enum linear_or_logarithmic: linear logarithmic cdef enum file_format: - class_format - camb_format + class_format + camb_format + + cdef enum non_linear_method: + nl_none + nl_halofit + nl_HMcode + + cdef enum pk_outputs: + pk_linear + pk_nonlinear + + cdef enum out_sigmas: + out_sigma + out_sigma_prime + out_sigma_disp cdef struct precision: + double nonlinear_min_k_max ErrorMsg error_message cdef struct background: @@ -40,19 +62,31 @@ cdef extern from "class.h": int index_bg_H int index_bg_D int index_bg_f - short long_info - short inter_normal + int index_bg_Omega_m + int index_bg_G_eff_smg + int index_bg_slip_eff_smg + int index_bg_rho_tot_wo_smg + int index_bg_rho_b + int index_bg_rho_cdm + int index_bg_rho_ncdm1 + int index_bg_rho_crit + short has_cdm short has_ncdm + int N_ncdm double T_cmb double h double H0 double age double conformal_age + double K double * m_ncdm_in_eV double Neff double Omega0_g double Omega0_b + double Omega0_idr + double T_idr double Omega0_cdm + double Omega0_idm double Omega0_dcdm double Omega0_ncdm_tot double Omega0_lambda @@ -68,16 +102,23 @@ cdef extern from "class.h": int tuning_index_smg double Omega0_ur double Omega0_dcdmdr + double Omega0_dr double Omega0_scf double Omega0_k int bt_size - - cdef struct thermo: + double Omega0_m + double Omega0_r + double Omega0_de + double a_eq + double H_eq + double z_eq + double tau_eq + + cdef struct thermodynamics: ErrorMsg error_message int th_size int index_th_xe int index_th_Tb - short inter_normal double tau_reio double z_reio double z_rec @@ -85,16 +126,30 @@ cdef extern from "class.h": double rs_rec double ds_rec double da_rec + double z_star + double tau_star + double rs_star + double ds_star + double ra_star + double da_star + double rd_star double z_d double tau_d double ds_d double rs_d double YHe double n_e - + double a_idm_dr + double b_idr + double nindex_idm_dr + double m_idm + double cross_idm_g + double u_idm_g + double cross_idm_b + double n_index_idm_b int tt_size - cdef struct perturbs: + cdef struct perturbations: ErrorMsg error_message short has_scalars short has_vectors @@ -108,25 +163,130 @@ cdef extern from "class.h": int store_perturbations int k_output_values_num - double k_output_values[_MAX_NUMBER_OF_K_FILES_] + double k_output_values[30] double k_max_for_pk - int index_k_output_values[_MAX_NUMBER_OF_K_FILES_] - char scalar_titles[_MAXTITLESTRINGLENGTH_] - char vector_titles[_MAXTITLESTRINGLENGTH_] - char tensor_titles[_MAXTITLESTRINGLENGTH_] + double z_max_pk + int index_k_output_values[30] + char scalar_titles[8000] + char vector_titles[8000] + char tensor_titles[8000] int number_of_scalar_titles int number_of_vector_titles int number_of_tensor_titles + int index_md_scalars + double * scalar_perturbations_data[30] + double * vector_perturbations_data[30] + double * tensor_perturbations_data[30] + int size_scalar_perturbation_data[30] + int size_vector_perturbation_data[30] + int size_tensor_perturbation_data[30] + + double * alpha_idm_dr + double * beta_idr + + # add source functions for comparison + short has_source_t + short has_source_p + short has_source_delta_m + short has_source_delta_cb + short has_source_delta_tot + short has_source_delta_g + short has_source_delta_b + short has_source_delta_cdm + short has_source_delta_idm + short has_source_delta_idr + short has_source_delta_dcdm + short has_source_delta_fld + short has_source_delta_scf + short has_source_delta_dr + short has_source_delta_ur + short has_source_delta_ncdm + short has_source_theta_m + short has_source_theta_cb + short has_source_theta_tot + short has_source_theta_g + short has_source_theta_b + short has_source_theta_cdm + short has_source_theta_idm + short has_source_theta_idr + short has_source_theta_dcdm + short has_source_theta_fld + short has_source_theta_scf + short has_source_theta_dr + short has_source_theta_ur + short has_source_theta_ncdm + short has_source_phi + short has_source_phi_prime + short has_source_phi_plus_psi + short has_source_psi + short has_source_h + short has_source_h_prime + short has_source_eta + short has_source_eta_prime + short has_source_H_T_Nb_prime + short has_source_k2gamma_Nb + + int index_tp_t0 + int index_tp_t1 + int index_tp_t2 + int index_tp_p + int index_tp_delta_m + int index_tp_delta_cb + int index_tp_delta_tot + int index_tp_delta_g + int index_tp_delta_b + int index_tp_delta_cdm + int index_tp_delta_idm + int index_tp_delta_dcdm + int index_tp_delta_fld + int index_tp_delta_scf + int index_tp_delta_dr + int index_tp_delta_ur + int index_tp_delta_idr + int index_tp_delta_ncdm1 + + int index_tp_theta_m + int index_tp_theta_cb + int index_tp_theta_tot + int index_tp_theta_g + int index_tp_theta_b + int index_tp_theta_cdm + int index_tp_theta_dcdm + int index_tp_theta_fld + int index_tp_theta_scf + int index_tp_theta_ur + int index_tp_theta_idr + int index_tp_theta_idm + int index_tp_theta_dr + int index_tp_theta_ncdm1 + + int index_tp_phi + int index_tp_phi_prime + int index_tp_phi_plus_psi + int index_tp_psi + int index_tp_h + int index_tp_h_prime + int index_tp_eta + int index_tp_eta_prime + int index_tp_H_T_Nb_prime + int index_tp_k2gamma_Nb + + + double *** sources + double * tau_sampling + int tau_size + int k_size_pk + int * k_size + double ** k + int * ic_size + int index_ic_ad + int md_size + int * tp_size + double * ln_tau + int ln_tau_size - double * scalar_perturbations_data[_MAX_NUMBER_OF_K_FILES_] - double * vector_perturbations_data[_MAX_NUMBER_OF_K_FILES_] - double * tensor_perturbations_data[_MAX_NUMBER_OF_K_FILES_] - int size_scalar_perturbation_data[_MAX_NUMBER_OF_K_FILES_] - int size_vector_perturbation_data[_MAX_NUMBER_OF_K_FILES_] - int size_tensor_perturbation_data[_MAX_NUMBER_OF_K_FILES_] - - cdef struct transfers: + cdef struct transfer: ErrorMsg error_message cdef struct primordial: @@ -158,9 +318,9 @@ cdef extern from "class.h": double n_ad_niv double phi_min double phi_max - int lnk_size - cdef struct spectra: + + cdef struct harmonic: ErrorMsg error_message int has_tt int has_te @@ -175,9 +335,6 @@ cdef extern from "class.h": int has_tl int l_max_tot int ** l_max_ct - int ln_k_size - int ln_tau_size - int ln_tau_nl_size int ct_size int * ic_size int * ic_ic_size @@ -198,30 +355,25 @@ cdef extern from "class.h": int index_ct_tl int * l_size int index_md_scalars - double* ln_k - double* ln_tau - double* ln_tau_nl - double sigma8 - double sigma8_cb - double alpha_II_2_20 - double alpha_RI_2_20 - double alpha_RR_2_20 - double alpha_II_21_200 - double alpha_RI_21_200 - double alpha_RR_21_200 - double alpha_II_201_2500 - double alpha_RI_201_2500 - double alpha_RR_201_2500 - double alpha_II_2_2500 - double alpha_RI_2_2500 - double alpha_RR_2_2500 - double alpha_kp - double alpha_k1 - double alpha_k2 cdef struct output: ErrorMsg error_message + cdef struct distortions: + double * sd_parameter_table + int index_type_g + int index_type_mu + int index_type_y + int index_type_PCA + int type_size + double * DI + double * x + double DI_units + double x_to_nu + int has_distortions + int x_size + ErrorMsg error_message + cdef struct lensing: int has_tt int has_ee @@ -252,8 +404,29 @@ cdef extern from "class.h": int l_unlensed_max ErrorMsg error_message - cdef struct nonlinear: + cdef struct fourier: + short has_pk_matter int method + int ic_size + int ic_ic_size + int k_size + int k_size_pk + int ln_tau_size + int index_ln_tau_pk + int tau_size + int index_tau_min_nl + double * k + double * ln_tau + double * tau + double ** ln_pk_l + double ** ln_pk_nl + double * sigma8 + int has_pk_m + int has_pk_cb + int index_pk_m + int index_pk_cb + int index_pk_total + int index_pk_cluster ErrorMsg error_message cdef struct file_content: @@ -264,49 +437,58 @@ cdef extern from "class.h": short * read void lensing_free(void*) - void spectra_free(void*) + void harmonic_free(void*) void transfer_free(void*) void primordial_free(void*) - void perturb_free(void*) + void perturbations_free(void*) void thermodynamics_free(void*) void background_free(void*) - void nonlinear_free(void*) + void fourier_free(void*) + void distortions_free(void*) cdef int _FAILURE_ cdef int _FALSE_ cdef int _TRUE_ - int input_init(void*, void*, void*, void*, void*, void*, void*, void*, void*, - void*, void*, char*) + int input_read_from_file(void*, void*, void*, void*, void*, void*, void*, void*, void*, + void*, void*, void*, char*) int background_init(void*,void*) int thermodynamics_init(void*,void*,void*) - int perturb_init(void*,void*,void*,void*) + int perturbations_init(void*,void*,void*,void*) int primordial_init(void*,void*,void*) - int nonlinear_init(void*,void*,void*,void*,void*,void*) + int fourier_init(void*,void*,void*,void*,void*,void*) int transfer_init(void*,void*,void*,void*,void*,void*) - int spectra_init(void*,void*,void*,void*,void*,void*,void*) + int harmonic_init(void*,void*,void*,void*,void*,void*,void*) int lensing_init(void*,void*,void*,void*,void*) + int distortions_init(void*,void*,void*,void*,void*,void*) int background_tau_of_z(void* pba, double z,double* tau) - int background_at_tau(void* pba, double tau, short return_format, short inter_mode, int * last_index, double *pvecback) - int background_output_titles(void * pba, char titles[_MAXTITLESTRINGLENGTH_]) + int background_z_of_tau(void* pba, double tau,double* z) + int background_at_z(void* pba, double z, int return_format, int inter_mode, int * last_index, double *pvecback) + int background_at_tau(void* pba, double tau, int return_format, int inter_mode, int * last_index, double *pvecback) + int background_output_titles(void * pba, char titles[8000]) int background_output_data(void *pba, int number_of_titles, double *data) - int thermodynamics_at_z(void * pba, void * pth, double z, short inter_mode, int * last_index, double *pvecback, double *pvecthermo) - int thermodynamics_output_titles(void * pba, void *pth, char titles[_MAXTITLESTRINGLENGTH_]) + int thermodynamics_at_z(void * pba, void * pth, double z, int inter_mode, int * last_index, double *pvecback, double *pvecthermo) + int thermodynamics_output_titles(void * pba, void *pth, char titles[8000]) int thermodynamics_output_data(void *pba, void *pth, int number_of_titles, double *data) - int primordial_output_titles(void * ppt, void *ppm, char titles[_MAXTITLESTRINGLENGTH_]) - int primordial_output_data(void *ppt, void *ppm, int number_of_titles, double *data) + int perturbations_output_data_at_z(void *pba,void *ppt, file_format output_format, double z, int number_of_titles, double *data) + int perturbations_output_data_at_index_tau(void *pba,void *ppt, file_format output_format, int ondex_tau, int number_of_titles, double *data) + int perturbations_output_data(void *pba,void *ppt, file_format output_format, double * tkfull, int number_of_titles, double *data) + int perturbations_output_firstline_and_ic_suffix(void *ppt, int index_ic, char first_line[1024], FileName ic_suffix) + int perturbations_output_titles(void *pba, void *ppt, file_format output_format, char titles[8000]) + int perturbations_qs_functions_at_tau_and_k_qs_smg(void * ppr, void * pba, void * ppt, double k, double tau, double *mass2, double *mass2_p, double *rad2, double *friction, double *slope, short *approx) - int spectra_output_tk_titles(void *pba, void *ppt, file_format output_format, char titles[_MAXTITLESTRINGLENGTH_]) - int spectra_output_tk_data(void *pba,void *ppt,void *psp, file_format output_format, double z, int number_of_titles, double *data) + int primordial_output_titles(void * ppt, void *ppm, char titles[8000]) + int primordial_output_data(void *ppt, void *ppm, int number_of_titles, double *data) - int spectra_cl_at_l(void* psp,double l,double * cl,double * * cl_md,double * * cl_md_ic) + int harmonic_cl_at_l(void* phr,double l,double * cl,double * * cl_md,double * * cl_md_ic) int lensing_cl_at_l(void * ple,int l,double * cl_lensed) - int spectra_pk_at_z( + + int harmonic_pk_at_z( void * pba, - void * psp, + void * phr, int mode, double z, double * output_tot, @@ -314,11 +496,21 @@ cdef extern from "class.h": double * output_cb_tot, double * output_cb_ic ) + int fourier_pk_at_z( + void * pba, + void *pfo, + int mode, + int pk_output, + double z, + int index_pk, + double * out_pk, + double * out_pk_ic + ) - int spectra_pk_at_k_and_z( + int harmonic_pk_at_k_and_z( void* pba, void * ppm, - void * psp, + void * phr, double k, double z, double * pk, @@ -326,46 +518,78 @@ cdef extern from "class.h": double * pk_cb, double * pk_cb_ic) - int spectra_pk_nl_at_k_and_z( + int harmonic_pk_nl_at_k_and_z( void* pba, void * ppm, - void * psp, + void * phr, double k, double z, double * pk, double * pk_cb) - int spectra_pk_nl_at_z( + int harmonic_pk_nl_at_z( void * pba, - void * psp, + void * phr, int mode, double z, double * output_tot, double * output_cb_tot) - int nonlinear_k_nl_at_z(void* pba, void* pnl, double z, double* k_nl, double* k_nl_cb) - - int spectra_firstline_and_ic_suffix(void *ppt, int index_ic, char first_line[_LINE_LENGTH_MAX_], FileName ic_suffix) + int fourier_pk_at_k_and_z( + void * pba, + void * ppm, + void * pfo, + int pk_output, + double k, + double z, + int index_pk, + double * out_pk, + double * out_pk_ic) - int spectra_sigma( - void * pba, - void * ppm, - void * psp, - double R, - double z, - double * sigma) + int fourier_pk_tilt_at_k_and_z( + void * pba, + void * ppm, + void * pfo, + int pk_output, + double k, + double z, + int index_pk, + double * pk_tilt) - int spectra_sigma_cb( - void * pba, - void * ppm, - void * psp, - double R, - double z, - double * sigma_cb) + int fourier_sigmas_at_z( + void * ppr, + void * pba, + void * pfo, + double R, + double z, + int index_pk, + int sigma_output, + double * result) - int spectra_fast_pk_at_kvec_and_zvec( + int fourier_pks_at_kvec_and_zvec( + void * pba, + void * pfo, + int pk_output, + double * kvec, + int kvec_size, + double * zvec, + int zvec_size, + double * out_pk, + double * out_pk_cb) + + int fourier_hmcode_sigma8_at_z(void* pba, void* pfo, double z, double* sigma_8, double* sigma_8_cb) + int fourier_hmcode_sigmadisp_at_z(void* pba, void* pfo, double z, double* sigma_disp, double* sigma_disp_cb) + int fourier_hmcode_sigmadisp100_at_z(void* pba, void* pfo, double z, double* sigma_disp_100, double* sigma_disp_100_cb) + int fourier_hmcode_sigmaprime_at_z(void* pba, void* pfo, double z, double* sigma_prime, double* sigma_prime_cb) + int fourier_hmcode_window_nfw(void* pfo, double k, double rv, double c, double* window_nfw) + + int fourier_k_nl_at_z(void* pba, void* pfo, double z, double* k_nl, double* k_nl_cb) + + int harmonic_firstline_and_ic_suffix(void *ppt, int index_ic, char first_line[1024], FileName ic_suffix) + + int harmonic_fast_pk_at_kvec_and_zvec( void * pba, - void * psp, + void * phr, double * kvec, int kvec_size, double * zvec, diff --git a/python/classy.pyx b/python/classy.pyx index 6438840b..3af72e0d 100644 --- a/python/classy.pyx +++ b/python/classy.pyx @@ -14,20 +14,36 @@ extract cosmological parameters. from math import exp,log import numpy as np cimport numpy as np +from scipy import interpolate from libc.stdlib cimport * from libc.stdio cimport * from libc.string cimport * import cython cimport cython +from scipy.interpolate import CubicSpline +from scipy.interpolate import UnivariateSpline +from scipy.interpolate import interp1d + +# Nils : Added for python 3.x and python 2.x compatibility +import sys +def viewdictitems(d): + if sys.version_info >= (3,0): + return d.items() + else: + return d.viewitems() ctypedef np.float_t DTYPE_t ctypedef np.int_t DTYPE_i + + # Import the .pxd containing definitions from cclassy cimport * DEF _MAXTITLESTRINGLENGTH_ = 8000 +__version__ = _VERSION_.decode("utf-8") + # Implement a specific Exception (this might not be optimally designed, nor # even acceptable for python standards. It, however, does the job). # The idea is to raise either an AttributeError if the problem happened while @@ -76,20 +92,21 @@ cdef class Class: # "cdefined", because they correspond to C structures cdef precision pr cdef background ba - cdef thermo th - cdef perturbs pt + cdef thermodynamics th + cdef perturbations pt cdef primordial pm - cdef nonlinear nl - cdef transfers tr - cdef spectra sp + cdef fourier fo + cdef transfer tr + cdef harmonic hr cdef output op cdef lensing le + cdef distortions sd cdef file_content fc - cpdef int ready # Flag to see if classy can currently compute - cpdef int allocated # Flag to see if classy structs are allocated already - cpdef object _pars # Dictionary of the parameters - cpdef object ncp # Keeps track of the structures initialized, in view of cleaning. + cdef int computed # Flag to see if classy has already computed with the given pars + cdef int allocated # Flag to see if classy structs are allocated already + cdef object _pars # Dictionary of the parameters + cdef object ncp # Keeps track of the structures initialized, in view of cleaning. # Defining two new properties to recover, respectively, the parameters used # or the age (set after computation). Follow this syntax if you want to @@ -100,13 +117,13 @@ cdef class Class: return self._pars property state: def __get__(self): - return self.ready + return True property Omega_nu: def __get__(self): return self.ba.Omega0_ncdm_tot property nonlinear_method: def __get__(self): - return self.nl.method + return self.fo.method def set_default(self): _pars = { @@ -114,9 +131,9 @@ cdef class Class: self.set(**_pars) def __cinit__(self, default=False): - cpdef char* dumc - self.ready = False + cdef char* dumc self.allocated = False + self.computed = False self._pars = {} self.fc.size=0 self.fc.filename = malloc(sizeof(char)*30) @@ -126,19 +143,34 @@ cdef class Class: self.ncp = set() if default: self.set_default() + def __dealloc__(self): + if self.allocated: + self.struct_cleanup() + self.empty() + # Reset all the fc to zero if its not already done + if self.fc.size !=0: + self.fc.size=0 + free(self.fc.name) + free(self.fc.value) + free(self.fc.read) + free(self.fc.filename) + # Set up the dictionary def set(self,*pars,**kars): + oldpars = self._pars.copy() if len(pars)==1: self._pars.update(dict(pars[0])) elif len(pars)!=0: raise CosmoSevereError("bad call") self._pars.update(kars) - self.ready=False + if viewdictitems(self._pars) <= viewdictitems(oldpars): + return # Don't change the computed states, if the new dict was already contained in the previous dict + self.computed=False return True def empty(self): self._pars = {} - self.ready = False + self.computed = False # Create an equivalent of the parameter file. Non specified values will be # taken at their default (in Class) @@ -163,10 +195,10 @@ cdef class Class: i = 0 for kk in self._pars: - dumcp = kk.encode() + dumcp = kk.strip().encode() dumc = dumcp sprintf(self.fc.name[i],"%s",dumc) - dumcp = str(self._pars[kk]).encode() + dumcp = str(self._pars[kk]).strip().encode() dumc = dumcp sprintf(self.fc.value[i],"%s",dumc) self.fc.read[i] = _FALSE_ @@ -174,26 +206,28 @@ cdef class Class: # Called at the end of a run, to free memory def struct_cleanup(self): - if self.ready == _FALSE_: - return + if(self.allocated != True): + return + if "distortions" in self.ncp: + distortions_free(&self.sd) if "lensing" in self.ncp: lensing_free(&self.le) - if "spectra" in self.ncp: - spectra_free(&self.sp) + if "harmonic" in self.ncp: + harmonic_free(&self.hr) if "transfer" in self.ncp: transfer_free(&self.tr) - if "nonlinear" in self.ncp: - nonlinear_free(&self.nl) + if "fourier" in self.ncp: + fourier_free(&self.fo) if "primordial" in self.ncp: primordial_free(&self.pm) if "perturb" in self.ncp: - perturb_free(&self.pt) + perturbations_free(&self.pt) if "thermodynamics" in self.ncp: thermodynamics_free(&self.th) if "background" in self.ncp: background_free(&self.ba) - self.ready = False self.allocated = False + self.computed = False def _check_task_dependency(self, level): """ @@ -214,22 +248,33 @@ cdef class Class: ['lensing'] """ + if "distortions" in level: + if "lensing" not in level: + level.append("lensing") if "lensing" in level: - level.append("spectra") - if "spectra" in level: - level.append("transfer") + if "harmonic" not in level: + level.append("harmonic") + if "harmonic" in level: + if "transfer" not in level: + level.append("transfer") if "transfer" in level: - level.append("nonlinear") - if "nonlinear" in level: - level.append("primordial") + if "fourier" not in level: + level.append("fourier") + if "fourier" in level: + if "primordial" not in level: + level.append("primordial") if "primordial" in level: - level.append("perturb") + if "perturb" not in level: + level.append("perturb") if "perturb" in level: - level.append("thermodynamics") + if "thermodynamics" not in level: + level.append("thermodynamics") if "thermodynamics" in level: - level.append("background") + if "background" not in level: + level.append("background") if len(level)!=0 : - level.append("input") + if "input" not in level: + level.append("input") return level def _pars_check(self, key, value, contains=False, add=""): @@ -254,9 +299,9 @@ cdef class Class: return True return False - def compute(self, level=["lensing"]): + def compute(self, level=["distortions"]): """ - compute(level=["lensing"]) + compute(level=["distortions"]) Main function, execute all the _init methods for all desired modules. This is called in MontePython, and this ensures that the Class instance @@ -282,11 +327,11 @@ cdef class Class: # Append to the list level all the modules necessary to compute. level = self._check_task_dependency(level) - # Check if this function ran before (self.ready should be true), and + # Check if this function ran before (self.computed should be true), and # if no other modules were requested, i.e. if self.ncp contains (or is # equivalent to) level. If it is the case, simply stop the execution of # the function. - if self.ready and self.ncp.issuperset(level): + if self.computed and self.ncp.issuperset(level): return # Check if already allocated to prevent memory leaks @@ -294,7 +339,7 @@ cdef class Class: self.struct_cleanup() # Otherwise, proceed with the normal computation. - self.ready = False + self.computed = False # Equivalent of writing a parameter file self._fillparfile() @@ -302,6 +347,9 @@ cdef class Class: # self.ncp will contain the list of computed modules (under the form of # a set, instead of a python list) self.ncp=set() + # Up until the empty set, all modules are allocated + # (And then we successively keep track of the ones we allocate additionally) + self.allocated = True # -------------------------------------------------------------------- # Check the presence for all CLASS modules in the list 'level'. If a @@ -311,9 +359,9 @@ cdef class Class: # non-understood parameters asked to the wrapper is a problematic # situation. if "input" in level: - if input_init(&self.fc, &self.pr, &self.ba, &self.th, - &self.pt, &self.tr, &self.pm, &self.sp, - &self.nl, &self.le, &self.op, errmsg) == _FAILURE_: + if input_read_from_file(&self.fc, &self.pr, &self.ba, &self.th, + &self.pt, &self.tr, &self.pm, &self.hr, + &self.fo, &self.le, &self.sd, &self.op, errmsg) == _FAILURE_: raise CosmoSevereError(errmsg) self.ncp.add("input") # This part is done to list all the unread parameters, for debugging @@ -345,7 +393,7 @@ cdef class Class: self.ncp.add("thermodynamics") if "perturb" in level: - if perturb_init(&(self.pr), &(self.ba), + if perturbations_init(&(self.pr), &(self.ba), &(self.th), &(self.pt)) == _FAILURE_: self.struct_cleanup() raise CosmoComputationError(self.pt.error_message) @@ -358,37 +406,43 @@ cdef class Class: raise CosmoComputationError(self.pm.error_message) self.ncp.add("primordial") - if "nonlinear" in level: - if nonlinear_init(&self.pr, &self.ba, &self.th, - &self.pt, &self.pm, &self.nl) == _FAILURE_: + if "fourier" in level: + if fourier_init(&self.pr, &self.ba, &self.th, + &self.pt, &self.pm, &self.fo) == _FAILURE_: self.struct_cleanup() - raise CosmoComputationError(self.nl.error_message) - self.ncp.add("nonlinear") + raise CosmoComputationError(self.fo.error_message) + self.ncp.add("fourier") if "transfer" in level: if transfer_init(&(self.pr), &(self.ba), &(self.th), - &(self.pt), &(self.nl), &(self.tr)) == _FAILURE_: + &(self.pt), &(self.fo), &(self.tr)) == _FAILURE_: self.struct_cleanup() raise CosmoComputationError(self.tr.error_message) self.ncp.add("transfer") - if "spectra" in level: - if spectra_init(&(self.pr), &(self.ba), &(self.pt), - &(self.pm), &(self.nl), &(self.tr), - &(self.sp)) == _FAILURE_: + if "harmonic" in level: + if harmonic_init(&(self.pr), &(self.ba), &(self.pt), + &(self.pm), &(self.fo), &(self.tr), + &(self.hr)) == _FAILURE_: self.struct_cleanup() - raise CosmoComputationError(self.sp.error_message) - self.ncp.add("spectra") + raise CosmoComputationError(self.hr.error_message) + self.ncp.add("harmonic") if "lensing" in level: - if lensing_init(&(self.pr), &(self.pt), &(self.sp), - &(self.nl), &(self.le)) == _FAILURE_: + if lensing_init(&(self.pr), &(self.pt), &(self.hr), + &(self.fo), &(self.le)) == _FAILURE_: self.struct_cleanup() raise CosmoComputationError(self.le.error_message) self.ncp.add("lensing") - self.ready = True - self.allocated = True + if "distortions" in level: + if distortions_init(&(self.pr), &(self.ba), &(self.th), + &(self.pt), &(self.pm), &(self.sd)) == _FAILURE_: + self.struct_cleanup() + raise CosmoComputationError(self.sd.error_message) + self.ncp.add("distortions") + + self.computed = True # At this point, the cosmological instance contains everything needed. The # following functions are only to output the desired numbers @@ -409,7 +463,7 @@ cdef class Class: be raised if the desired lmax is bigger than what CLASS can give. nofail: bool, optional - Check and enforce the computation of the spectra module + Check and enforce the computation of the harmonic module beforehand, with the desired lmax. Returns @@ -421,28 +475,28 @@ cdef class Class: ell array. """ cdef int lmaxR - cdef double *rcl = calloc(self.sp.ct_size,sizeof(double)) + cdef double *rcl = calloc(self.hr.ct_size,sizeof(double)) # Quantities for tensor modes - cdef double **cl_md = calloc(self.sp.md_size, sizeof(double*)) - for index_md in range(self.sp.md_size): - cl_md[index_md] = calloc(self.sp.ct_size, sizeof(double)) + cdef double **cl_md = calloc(self.hr.md_size, sizeof(double*)) + for index_md in range(self.hr.md_size): + cl_md[index_md] = calloc(self.hr.ct_size, sizeof(double)) # Quantities for isocurvature modes - cdef double **cl_md_ic = calloc(self.sp.md_size, sizeof(double*)) - for index_md in range(self.sp.md_size): - cl_md_ic[index_md] = calloc(self.sp.ct_size*self.sp.ic_ic_size[index_md], sizeof(double)) + cdef double **cl_md_ic = calloc(self.hr.md_size, sizeof(double*)) + for index_md in range(self.hr.md_size): + cl_md_ic[index_md] = calloc(self.hr.ct_size*self.hr.ic_ic_size[index_md], sizeof(double)) # Define a list of integers, refering to the flags and indices of each # possible output Cl. It allows for a clear and concise way of looping # over them, checking if they are defined or not. has_flags = [ - (self.sp.has_tt, self.sp.index_ct_tt, 'tt'), - (self.sp.has_ee, self.sp.index_ct_ee, 'ee'), - (self.sp.has_te, self.sp.index_ct_te, 'te'), - (self.sp.has_bb, self.sp.index_ct_bb, 'bb'), - (self.sp.has_pp, self.sp.index_ct_pp, 'pp'), - (self.sp.has_tp, self.sp.index_ct_tp, 'tp'),] + (self.hr.has_tt, self.hr.index_ct_tt, 'tt'), + (self.hr.has_ee, self.hr.index_ct_ee, 'ee'), + (self.hr.has_te, self.hr.index_ct_te, 'te'), + (self.hr.has_bb, self.hr.index_ct_bb, 'bb'), + (self.hr.has_pp, self.hr.index_ct_pp, 'pp'), + (self.hr.has_tp, self.hr.index_ct_tp, 'tp'),] spectra = [] for flag, index, name in has_flags: @@ -451,7 +505,7 @@ cdef class Class: if not spectra: raise CosmoSevereError("No Cl computed") - lmaxR = self.sp.l_max_tot + lmaxR = self.hr.l_max_tot if lmax == -1: lmax = lmaxR if lmax > lmaxR: @@ -468,15 +522,15 @@ cdef class Class: # Recover for each ell the information from CLASS for ell from 2<=ell calloc(self.sp.ct_size,sizeof(double)) + cdef double *dcl = calloc(self.hr.ct_size,sizeof(double)) # Quantities for tensor modes - cdef double **cl_md = calloc(self.sp.md_size, sizeof(double*)) - for index_md in range(self.sp.md_size): - cl_md[index_md] = calloc(self.sp.ct_size, sizeof(double)) + cdef double **cl_md = calloc(self.hr.md_size, sizeof(double*)) + for index_md in range(self.hr.md_size): + cl_md[index_md] = calloc(self.hr.ct_size, sizeof(double)) # Quantities for isocurvature modes - cdef double **cl_md_ic = calloc(self.sp.md_size, sizeof(double*)) - for index_md in range(self.sp.md_size): - cl_md_ic[index_md] = calloc(self.sp.ct_size*self.sp.ic_ic_size[index_md], sizeof(double)) + cdef double **cl_md_ic = calloc(self.hr.md_size, sizeof(double*)) + for index_md in range(self.hr.md_size): + cl_md_ic[index_md] = calloc(self.hr.ct_size*self.hr.ic_ic_size[index_md], sizeof(double)) lmaxR = self.pt.l_lss_max has_flags = [ - (self.sp.has_dd, self.sp.index_ct_dd, 'dd'), - (self.sp.has_td, self.sp.index_ct_td, 'td'), - (self.sp.has_ll, self.sp.index_ct_ll, 'll'), - (self.sp.has_dl, self.sp.index_ct_dl, 'dl'), - (self.sp.has_tl, self.sp.index_ct_tl, 'tl')] + (self.hr.has_dd, self.hr.index_ct_dd, 'dd'), + (self.hr.has_td, self.hr.index_ct_td, 'td'), + (self.hr.has_ll, self.hr.index_ct_ll, 'll'), + (self.hr.has_dl, self.hr.index_ct_dl, 'dl'), + (self.hr.has_tl, self.hr.index_ct_tl, 'tl')] spectra = [] for flag, index, name in has_flags: if flag: spectra.append(name) - l_max_flag = self.sp.l_max_ct[self.sp.index_md_scalars][index] + l_max_flag = self.hr.l_max_ct[self.hr.index_md_scalars][index] if l_max_flag < lmax and lmax > 0: raise CosmoSevereError( "the %s spectrum was computed until l=%i " % ( @@ -622,8 +676,8 @@ cdef class Class: # For density Cls, the size is bigger (different redshfit bins) # computes the size, given the number of correlations needed to be computed - size = (self.sp.d_size*(self.sp.d_size+1)-(self.sp.d_size-self.sp.non_diag)* - (self.sp.d_size-1-self.sp.non_diag))/2; + size = int((self.hr.d_size*(self.hr.d_size+1)-(self.hr.d_size-self.hr.non_diag)* + (self.hr.d_size-1-self.hr.non_diag))/2); for elem in ['dd', 'll', 'dl']: if elem in spectra: cl[elem] = {} @@ -635,25 +689,25 @@ cdef class Class: cl[elem] = np.zeros(lmax+1, dtype=np.double) for ell from 2<=ell calloc(self.ba.bg_size,sizeof(double)) - if background_tau_of_z(&self.ba, z, &tau)==_FAILURE_: + if background_at_z(&self.ba, z, long_info, + inter_normal, &last_index, pvecback)==_FAILURE_: raise CosmoSevereError(self.ba.error_message) - if background_at_tau(&self.ba, tau, self.ba.long_info, - self.ba.inter_normal, &last_index, pvecback)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) lum_distance = pvecback[self.ba.index_bg_lum_distance] free(pvecback) return lum_distance - # Gives the pk for a given (k,z) + # Gives the total matter pk for a given (k,z) def pk(self,double k,double z): """ - Gives the pk for a given k and z (will be non linear if requested to Class, linear otherwise) + Gives the total matter pk (in Mpc**3) for a given k (in 1/Mpc) and z (will be non linear if requested to Class, linear otherwise) .. note:: - there is an additional check to verify if output contains `mPk`, + there is an additional check that output contains `mPk`, because otherwise a segfault will occur """ cdef double pk - cdef double pk_cb - cdef double pk_velo - cdef double pk_cross - cdef int dummy - # Quantities for the isocurvature modes - cdef double *pk_ic = calloc(self.sp.ic_ic_size[self.sp.index_md_scalars], sizeof(double)) - cdef double *pk_cb_ic = calloc(self.sp.ic_ic_size[self.sp.index_md_scalars], sizeof(double)) if (self.pt.has_pk_matter == _FALSE_): - raise CosmoSevereError( - "No power spectrum computed. You must add mPk to the list of outputs." - ) + raise CosmoSevereError("No power spectrum computed. You must add mPk to the list of outputs.") - if (self.nl.method == 0): - if spectra_pk_at_k_and_z(&self.ba,&self.pm,&self.sp,k,z,&pk,pk_ic,&pk_cb,pk_cb_ic)==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if (self.fo.method == nl_none): + if fourier_pk_at_k_and_z(&self.ba,&self.pm,&self.fo,pk_linear,k,z,self.fo.index_pk_m,&pk,NULL)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) else: - if spectra_pk_nl_at_k_and_z(&self.ba,&self.pm,&self.sp,k,z,&pk,&pk_cb) ==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if fourier_pk_at_k_and_z(&self.ba,&self.pm,&self.fo,pk_nonlinear,k,z,self.fo.index_pk_m,&pk,NULL)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) - free(pk_ic) - free(pk_cb_ic) return pk - # Gives the pk_cb for a given (k,z) + # Gives the cdm+b pk for a given (k,z) def pk_cb(self,double k,double z): """ - Gives the pk_cb for a given k and z (will be non linear if requested to Class, linear otherwise) + Gives the cdm+b pk (in Mpc**3) for a given k (in 1/Mpc) and z (will be non linear if requested to Class, linear otherwise) .. note:: - there is an additional check to verify if output contains `mPk`, + there is an additional check that output contains `mPk`, because otherwise a segfault will occur """ - cdef double pk cdef double pk_cb - cdef double pk_velo - cdef double pk_cross - cdef int dummy - # Quantities for the isocurvature modes - cdef double *pk_ic = calloc(self.sp.ic_ic_size[self.sp.index_md_scalars], sizeof(double)) - cdef double *pk_cb_ic = calloc(self.sp.ic_ic_size[self.sp.index_md_scalars], sizeof(double)) if (self.pt.has_pk_matter == _FALSE_): - raise CosmoSevereError( - "No power spectrum computed. You must add mPk to the list of outputs." - ) - if (self.ba.Omega0_ncdm_tot == 0.): - raise CosmoSevereError( - "No massive neutrinos. You must use pk, rather than pk_cb." - ) + raise CosmoSevereError("No power spectrum computed. You must add mPk to the list of outputs.") + if (self.fo.has_pk_cb == _FALSE_): + raise CosmoSevereError("P_cb not computed (probably because there are no massive neutrinos) so you cannot ask for it") - if (self.nl.method == 0): - if spectra_pk_at_k_and_z(&self.ba,&self.pm,&self.sp,k,z,&pk,pk_ic,&pk_cb,pk_cb_ic)==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if (self.fo.method == nl_none): + if fourier_pk_at_k_and_z(&self.ba,&self.pm,&self.fo,pk_linear,k,z,self.fo.index_pk_cb,&pk_cb,NULL)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) else: - if spectra_pk_nl_at_k_and_z(&self.ba,&self.pm,&self.sp,k,z,&pk,&pk_cb) ==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if fourier_pk_at_k_and_z(&self.ba,&self.pm,&self.fo,pk_nonlinear,k,z,self.fo.index_pk_cb,&pk_cb,NULL)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) - free(pk_ic) - free(pk_cb_ic) return pk_cb - # Gives the linear pk for a given (k,z) + # Gives the total matter pk for a given (k,z) def pk_lin(self,double k,double z): """ - Gives the linear pk for a given k and z (even if non linear corrections were requested to Class) + Gives the linear total matter pk (in Mpc**3) for a given k (in 1/Mpc) and z .. note:: - there is an additional check to verify if output contains `mPk`, + there is an additional check that output contains `mPk`, because otherwise a segfault will occur """ - cdef double pk - cdef double pk_cb - cdef double pk_velo - cdef double pk_cross - cdef int dummy + cdef double pk_lin - # Quantities for the isocurvature modes - cdef double *pk_ic = calloc(self.sp.ic_ic_size[self.sp.index_md_scalars], sizeof(double)) - cdef double *pk_cb_ic = calloc(self.sp.ic_ic_size[self.sp.index_md_scalars], sizeof(double)) if (self.pt.has_pk_matter == _FALSE_): - raise CosmoSevereError( - "No power spectrum computed. You must add mPk to the list of outputs." - ) + raise CosmoSevereError("No power spectrum computed. You must add mPk to the list of outputs.") - if spectra_pk_at_k_and_z(&self.ba,&self.pm,&self.sp,k,z,&pk,pk_ic,&pk_cb,pk_cb_ic)==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if fourier_pk_at_k_and_z(&self.ba,&self.pm,&self.fo,pk_linear,k,z,self.fo.index_pk_m,&pk_lin,NULL)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) - free(pk_ic) - free(pk_cb_ic) - return pk + return pk_lin - # Gives the linear pk for a given (k,z) + # Gives the cdm+b pk for a given (k,z) def pk_cb_lin(self,double k,double z): """ - Gives the linear pk for a given k and z (even if non linear corrections were requested to Class) + Gives the linear cdm+b pk (in Mpc**3) for a given k (in 1/Mpc) and z .. note:: - there is an additional check to verify if output contains `mPk`, + there is an additional check that output contains `mPk`, because otherwise a segfault will occur """ - cdef double pk - cdef double pk_cb - cdef double pk_velo - cdef double pk_cross - cdef int dummy + cdef double pk_cb_lin - # Quantities for the isocurvature modes - cdef double *pk_ic = calloc(self.sp.ic_ic_size[self.sp.index_md_scalars], sizeof(double)) - cdef double *pk_cb_ic = calloc(self.sp.ic_ic_size[self.sp.index_md_scalars], sizeof(double)) if (self.pt.has_pk_matter == _FALSE_): - raise CosmoSevereError( - "No power spectrum computed. You must add mPk to the list of outputs." - ) - if (self.ba.Omega0_ncdm_tot == 0.): - raise CosmoSevereError( - "No massive neutrinos. You must use pk_lin, rather than pk_cb_lin." - ) + raise CosmoSevereError("No power spectrum computed. You must add mPk to the list of outputs.") - if spectra_pk_at_k_and_z(&self.ba,&self.pm,&self.sp,k,z,&pk,pk_ic,&pk_cb,pk_cb_ic)==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if (self.fo.has_pk_cb == _FALSE_): + raise CosmoSevereError("P_cb not computed by CLASS (probably because there are no massive neutrinos)") - free(pk_ic) - free(pk_cb_ic) - return pk_cb + if fourier_pk_at_k_and_z(&self.ba,&self.pm,&self.fo,pk_linear,k,z,self.fo.index_pk_cb,&pk_cb_lin,NULL)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) + + return pk_cb_lin def get_pk(self, np.ndarray[DTYPE_t,ndim=3] k, np.ndarray[DTYPE_t,ndim=1] z, int k_size, int z_size, int mu_size): """ Fast function to get the power spectrum on a k and z array """ cdef np.ndarray[DTYPE_t, ndim=3] pk = np.zeros((k_size,z_size,mu_size),'float64') cdef int index_k, index_z, index_mu - for index_k in xrange(k_size): - for index_z in xrange(z_size): - for index_mu in xrange(mu_size): + for index_k in range(k_size): + for index_z in range(z_size): + for index_mu in range(mu_size): pk[index_k,index_z,index_mu] = self.pk(k[index_k,index_z,index_mu],z[index_z]) return pk @@ -866,9 +867,9 @@ cdef class Class: cdef np.ndarray[DTYPE_t, ndim=3] pk_cb = np.zeros((k_size,z_size,mu_size),'float64') cdef int index_k, index_z, index_mu - for index_k in xrange(k_size): - for index_z in xrange(z_size): - for index_mu in xrange(mu_size): + for index_k in range(k_size): + for index_z in range(z_size): + for index_mu in range(mu_size): pk_cb[index_k,index_z,index_mu] = self.pk_cb(k[index_k,index_z,index_mu],z[index_z]) return pk_cb @@ -877,9 +878,9 @@ cdef class Class: cdef np.ndarray[DTYPE_t, ndim=3] pk = np.zeros((k_size,z_size,mu_size),'float64') cdef int index_k, index_z, index_mu - for index_k in xrange(k_size): - for index_z in xrange(z_size): - for index_mu in xrange(mu_size): + for index_k in range(k_size): + for index_z in range(z_size): + for index_mu in range(mu_size): pk[index_k,index_z,index_mu] = self.pk_lin(k[index_k,index_z,index_mu],z[index_z]) return pk @@ -888,13 +889,112 @@ cdef class Class: cdef np.ndarray[DTYPE_t, ndim=3] pk_cb = np.zeros((k_size,z_size,mu_size),'float64') cdef int index_k, index_z, index_mu - for index_k in xrange(k_size): - for index_z in xrange(z_size): - for index_mu in xrange(mu_size): + for index_k in range(k_size): + for index_z in range(z_size): + for index_mu in range(mu_size): pk_cb[index_k,index_z,index_mu] = self.pk_cb_lin(k[index_k,index_z,index_mu],z[index_z]) return pk_cb - def get_pk_and_k_and_z(self, nonlinear=True): + def get_pk_all(self, k, z, nonlinear = True, cdmbar = False, z_axis_in_k_arr = 0, interpolation_kind='cubic'): + """ General function to get the P(k,z) for ARBITRARY shapes of k,z + Additionally, it includes the functionality of selecting wether to use the non-linear parts or not, + and wether to use the cdm baryon power spectrum only + For Multi-Dimensional k-arrays, it assumes that one of the dimensions is the z-axis + This is handled by the z_axis_in_k_arr integer, as described in the source code """ + # z_axis_in_k_arr specifies the integer position of the z_axis wihtin the n-dimensional k_arr + # Example: 1-d k_array -> z_axis_in_k_arr = 0 + # Example: 3-d k_array with z_axis being the first axis -> z_axis_in_k_arr = 0 + # Example: 3-d k_array with z_axis being the last axis -> z_axis_in_k_arr = 2 + + # 1) Define some utilities + # Is the user asking for a valid cdmbar? + ispkcb = cdmbar and not (self.ba.Omega0_ncdm_tot == 0.) + + # Allocate the temporary k/pk array used during the interaction with the underlying C code + cdef np.float64_t[::1] pk_out = np.empty(self.fo.k_size, dtype='float64') + k_out = np.asarray( self.fo.k) + + # Define a function that can write the P(k) for a given z into the pk_out array + def _write_pk(z,islinear,ispkcb): + if fourier_pk_at_z(&self.ba,&self.fo,linear,(pk_linear if islinear else pk_nonlinear),z,(self.fo.index_pk_cb if ispkcb else self.fo.index_pk_m),&pk_out[0],NULL)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) + + # Check what kind of non-linear redshift there is + if nonlinear: + if self.fo.index_tau_min_nl == 0: + z_max_nonlinear = np.inf + else: + z_max_nonlinear = self.z_of_tau(self.fo.tau[self.fo.index_tau_min_nl]) + else: + z_max_nonlinear = -1. + + # Only get the nonlinear function where the nonlinear treatment is possible + def _islinear(z): + if z > z_max_nonlinear or (self.fo.method == nl_none): + return True + else: + return False + + # A simple wrapper for writing the P(k) in the given location and interpolating it + def _interpolate_pk_at_z(karr,z): + _write_pk(z,_islinear(z),ispkcb) + interp_func = interp1d(k_out,np.log(pk_out),kind=interpolation_kind,copy=True) + return np.exp(interp_func(karr)) + + # 2) Check if z array, or z value + if not isinstance(z,(list,np.ndarray)): + # Only single z value was passed -> k could still be an array of arbitrary dimension + if not isinstance(k,(list,np.ndarray)): + # Only single z value AND only single k value -> just return a value + # This iterates over ALL remaining dimensions + return ((self.pk_cb if ispkcb else self.pk) if not _islinear(z) else (self.pk_cb_lin if ispkcb else self.pk_lin))(k,z) + else: + k_arr = np.array(k) + result = _interpolate_pk_at_z(k_arr,z) + return result + + # 3) An array of z values was passed + k_arr = np.array(k) + z_arr = np.array(z) + if( z_arr.ndim != 1 ): + raise CosmoSevereError("Can only parse one-dimensional z-arrays, not multi-dimensional") + + if( k_arr.ndim > 1 ): + # 3.1) If there is a multi-dimensional k-array of EQUAL lenghts + out_pk = np.empty(np.shape(k_arr)) + # Bring the z_axis to the front + k_arr = np.moveaxis(k_arr, z_axis_in_k_arr, 0) + out_pk = np.moveaxis(out_pk, z_axis_in_k_arr, 0) + if( len(k_arr) != len(z_arr) ): + raise CosmoSevereError("Mismatching array lengths of the z-array") + for index_z in range(len(z_arr)): + out_pk[index_z] = _interpolate_pk_at_z(k_arr[index_z],z[index_z]) + # Move the z_axis back into position + k_arr = np.moveaxis(k_arr, 0, z_axis_in_k_arr) + out_pk = np.moveaxis(out_pk, 0, z_axis_in_k_arr) + return out_pk + else: + # 3.2) If there is a multi-dimensional k-array of UNEQUAL lenghts + if isinstance(k_arr[0],(list,np.ndarray)): + # A very special thing happened: The user passed a k array with UNEQUAL lengths of k arrays for each z + out_pk = [] + for index_z in range(len(z_arr)): + k_arr_at_z = np.array(k_arr[index_z]) + out_pk_at_z = _interpolate_pk_at_z(k_arr_at_z,z[index_z]) + out_pk.append(out_pk_at_z) + return out_pk + + # 3.3) If there is a single-dimensional k-array + # The user passed a z-array, but only a 1-d k array + # Assume thus, that the k array should be reproduced for all z + out_pk = np.empty((len(z_arr),len(k_arr))) + for index_z in range(len(z_arr)): + out_pk[index_z] = _interpolate_pk_at_z(k_arr,z_arr[index_z]) + return out_pk + + ################################# + # Gives a grid of values of matter and/or cb power spectrum, together with the vectors of corresponding k and z values + def get_pk_and_k_and_z(self, nonlinear=True, only_clustering_species = False, h_units=False): """ Returns a grid of matter power spectrum values and the z and k at which it has been fully computed. Useful for creating interpolators. @@ -903,39 +1003,262 @@ cdef class Class: ---------- nonlinear : bool Whether the returned power spectrum values are linear or non-linear (default) + only_clustering_species : bool + Whether the returned power spectrum is for galaxy clustering and excludes massive neutrinos, or always includes everything (default) + h_units : bool + Whether the units of k in output are h/Mpc or 1/Mpc (default) + + Returns + ------- + pk : grid of power spectrum values, pk[index_k,index_z] + k : vector of k values, k[index_k] (in units of 1/Mpc by default, or h/Mpc when setting h_units to True) + z : vector of z values, z[index_z] + """ + + cdef np.ndarray[DTYPE_t,ndim=2] pk = np.zeros((self.fo.k_size_pk, self.fo.ln_tau_size),'float64') + cdef np.ndarray[DTYPE_t,ndim=1] k = np.zeros((self.fo.k_size_pk),'float64') + cdef np.ndarray[DTYPE_t,ndim=1] z = np.zeros((self.fo.ln_tau_size),'float64') + cdef int index_k, index_tau, index_pk + cdef double z_max_nonlinear, z_max_requested + # consistency checks + + if self.fo.has_pk_matter == False: + raise CosmoSevereError("You ask classy to return an array of P(k,z) values, but the input parameters sent to CLASS did not require any P(k,z) calculations; add 'mPk' in 'output'") + + if nonlinear == True and self.fo.method == nl_none: + raise CosmoSevereError("You ask classy to return an array of nonlinear P(k,z) values, but the input parameters sent to CLASS did not require any non-linear P(k,z) calculations; add e.g. 'halofit' or 'HMcode' in 'nonlinear'") + + # check wich type of P(k) to return (total or clustering only, i.e. without massive neutrino contribution) + if (only_clustering_species == True): + index_pk = self.fo.index_pk_cluster + else: + index_pk = self.fo.index_pk_total + + # get list of redshifts + # the ln(times) of interest are stored in self.fo.ln_tau[index_tau] + # For nonlinear, we have to additionally cut out the linear values + + if self.fo.ln_tau_size == 1: + raise CosmoSevereError("You ask classy to return an array of P(k,z) values, but the input parameters sent to CLASS did not require any P(k,z) calculations for z>0; pass either a list of z in 'z_pk' or one non-zero value in 'z_max_pk'") + else: + for index_tau in range(self.fo.ln_tau_size): + if index_tau == self.fo.ln_tau_size-1: + z[index_tau] = 0. + else: + z[index_tau] = self.z_of_tau(np.exp(self.fo.ln_tau[index_tau])) + + # check consitency of the list of redshifts + + if nonlinear == True: + # Check highest value of z at which nl corrections could be computed. + # In the table tau_sampling it corresponds to index: self.fo.index_tau_min_nl + z_max_nonlinear = self.z_of_tau(self.fo.tau[self.fo.index_tau_min_nl]) + + # Check highest value of z in the requested output. + z_max_requested = z[0] + + # The first z must be larger or equal to the second one, that is, + # the first index must be smaller or equal to the second one. + # If not, raise and error. + if (z_max_requested > z_max_nonlinear and self.fo.index_tau_min_nl>0): + raise CosmoSevereError("get_pk_and_k_and_z() is trying to return P(k,z) up to z_max=%e (the redshift range of computed pk); but the input parameters sent to CLASS (in particular ppr->nonlinear_min_k_max=%e) were such that the non-linear P(k,z) could only be consistently computed up to z=%e; increase the precision parameter 'nonlinear_min_k_max', or only obtain the linear pk"%(z_max_requested,self.pr.nonlinear_min_k_max,z_max_nonlinear)) + + # get list of k + + if h_units: + units=1./self.ba.h + else: + units=1 + + for index_k in range(self.fo.k_size_pk): + k[index_k] = self.fo.k[index_k]*units + + # get P(k,z) array + + for index_tau in range(self.fo.ln_tau_size): + for index_k in range(self.fo.k_size_pk): + if nonlinear == True: + pk[index_k, index_tau] = np.exp(self.fo.ln_pk_nl[index_pk][index_tau * self.fo.k_size + index_k]) + else: + pk[index_k, index_tau] = np.exp(self.fo.ln_pk_l[index_pk][index_tau * self.fo.k_size + index_k]) + + return pk, k, z + + ################################# + # Gives a grid of each transfer functions arranged in a dictionary, together with the vectors of corresponding k and z values + def get_transfer_and_k_and_z(self, output_format='class', h_units=False): + """ + Returns a dictionary of grids of density and/or velocity transfer function values and the z and k at which it has been fully computed. + Useful for creating interpolators. + When setting CLASS input parameters, include at least one of 'dTk' (for density transfer functions) or 'vTk' (for velocity transfer functions). + Following the default output_format='class', all transfer functions will be normalised to 'curvature R=1' at initial time + (and not 'curvature R = -1/k^2' like in CAMB). + You may switch to output_format='camb' for the CAMB definition and normalisation of transfer functions. + (Then, 'dTk' must be in the input: the CAMB format only outputs density transfer functions). + When sticking to output_format='class', you also get the newtonian metric fluctuations phi and psi. + If you set the CLASS input parameter 'extra_metric_transfer_functions' to 'yes', + you get additional metric fluctuations in the synchronous and N-body gauges. + + Parameters + ---------- + output_format : ('class' or 'camb') + Format transfer functions according to CLASS (default) or CAMB + h_units : bool + Whether the units of k in output are h/Mpc or 1/Mpc (default) + + Returns + ------- + tk : dictionary containing all transfer functions. + For instance, the grid of values of 'd_c' (= delta_cdm) is available in tk['d_c'] + All these grids have indices [index_k,index,z], for instance tk['d_c'][index_k,index,z] + k : vector of k values (in units of 1/Mpc by default, or h/Mpc when setting h_units to True) + z : vector of z values """ - cdef np.ndarray[DTYPE_t,ndim=2] pk_at_k_z = np.zeros((self.sp.ln_k_size, self.sp.ln_tau_size),'float64') - cdef np.ndarray[DTYPE_t,ndim=1] k = np.zeros((self.sp.ln_k_size),'float64') - cdef np.ndarray[DTYPE_t,ndim=1] z = np.zeros((self.sp.ln_tau_size),'float64') + cdef np.ndarray[DTYPE_t,ndim=1] k = np.zeros((self.pt.k_size_pk),'float64') + cdef np.ndarray[DTYPE_t,ndim=1] z = np.zeros((self.pt.ln_tau_size),'float64') cdef int index_k, index_tau - cdef double k0, kend, z0, zend, eps + cdef char * titles + cdef double * data + cdef file_format outf + + # consistency checks + if (self.pt.has_density_transfers == False) and (self.pt.has_velocity_transfers == False): + raise CosmoSevereError("You ask classy to return transfer functions, but the input parameters sent to CLASS did not require any T(k,z) calculations; add 'dTk' and/or 'vTk' in 'output'") + + index_md = self.pt.index_md_scalars; + + if (self.pt.ic_size[index_md] > 1): + raise CosmoSevereError("For simplicity, get_transfer_and_k_and_z() has been written assuming only adiabatic initial conditions. You need to write the generalisation to cases with multiple initial conditions.") + + # check out put format + if output_format == 'camb': + outf = camb_format + else: + outf = class_format + + # check name and number of trnasfer functions computed ghy CLASS + + titles = calloc(_MAXTITLESTRINGLENGTH_,sizeof(char)) + + if perturbations_output_titles(&self.ba,&self.pt, outf, titles)==_FAILURE_: + raise CosmoSevereError(self.pt.error_message) + + tmp = titles + tmp = str(tmp.decode()) + names = tmp.split("\t")[:-1] + number_of_titles = len(names) + + # get list of redshifts + # the ln(times) of interest are stored in self.fo.ln_tau[index_tau] + + if self.pt.ln_tau_size == 1: + raise CosmoSevereError("You ask classy to return an array of T_x(k,z) values, but the input parameters sent to CLASS did not require any transfer function calculations for z>0; pass either a list of z in 'z_pk' or one non-zero value in 'z_max_pk'") + else: + for index_tau in range(self.pt.ln_tau_size): + if index_tau == self.pt.ln_tau_size-1: + z[index_tau] = 0. + else: + z[index_tau] = self.z_of_tau(np.exp(self.pt.ln_tau[index_tau])) + + # get list of k + + if h_units: + units=1./self.ba.h + else: + units=1 + + k_size = self.pt.k_size_pk + for index_k in range(k_size): + k[index_k] = self.pt.k[index_md][index_k]*units + + # create output dictionary + + tk = {} + for index_type,name in enumerate(names): + if index_type > 0: + tk[name] = np.zeros((k_size, len(z)),'float64') + + # allocate the vector in wich the transfer functions will be stored temporarily for all k and types at a given z + data = malloc(sizeof(double)*number_of_titles*self.pt.k_size[index_md]) + + # get T(k,z) array + + for index_tau in range(len(z)): + if perturbations_output_data_at_index_tau(&self.ba, &self.pt, outf, index_tau, number_of_titles, data)==_FAILURE_: + raise CosmoSevereError(self.pt.error_message) + + for index_type,name in enumerate(names): + if index_type > 0: + for index_k in range(k_size): + tk[name][index_k, index_tau] = data[index_k*number_of_titles+index_type] + + free(data) + return tk, k, z + + ################################# + # Gives a grid of values of the power spectrum of the quantity [k^2*(phi+psi)/2], where (phi+psi)/2 is the Weyl potential, together with the vectors of corresponding k and z values + def get_Weyl_pk_and_k_and_z(self, nonlinear=False, h_units=False): + """ + Returns a grid of Weyl potential (phi+psi) power spectrum values and the z and k + at which it has been fully computed. Useful for creating interpolators. + Note that this function just calls get_pk_and_k_and_z and corrects the output + by the ratio of transfer functions [(phi+psi)/d_m]^2. - eps = 1.0e-10 - pk_lin_or_nonlin = self.pk if nonlinear else self.pk_lin + Parameters + ---------- + nonlinear : bool + Whether the returned power spectrum values are linear or non-linear (default) + h_units : bool + Whether the units of k in output are h/Mpc or 1/Mpc (default) + + Returns + ------- + Weyl_pk : grid of Weyl potential (phi+psi) spectrum values, Weyl_pk[index_k,index_z] + k : vector of k values, k[index_k] (in units of 1/Mpc by default, or h/Mpc when setting h_units to True) + z : vector of z values, z[index_z] + """ + cdef np.ndarray[DTYPE_t,ndim=2] pk = np.zeros((self.fo.k_size_pk,self.fo.ln_tau_size),'float64') + cdef np.ndarray[DTYPE_t,ndim=1] z = np.zeros((self.fo.ln_tau_size),'float64') + cdef np.ndarray[DTYPE_t,ndim=2] k4 = np.zeros((self.fo.k_size_pk, self.fo.ln_tau_size),'float64') + cdef np.ndarray[DTYPE_t,ndim=2] phi = np.zeros((self.fo.k_size_pk, self.fo.ln_tau_size),'float64') + cdef np.ndarray[DTYPE_t,ndim=2] psi = np.zeros((self.fo.k_size_pk, self.fo.ln_tau_size),'float64') + cdef np.ndarray[DTYPE_t,ndim=2] d_m = np.zeros((self.fo.k_size_pk, self.fo.ln_tau_size),'float64') + cdef np.ndarray[DTYPE_t,ndim=2] Weyl_pk = np.zeros((self.fo.k_size_pk, self.fo.ln_tau_size),'float64') - # Get k and z arrays - for index_k in xrange(self.sp.ln_k_size): - k[index_k] = np.exp(self.sp.ln_k[index_k]) - for index_tau in xrange(self.sp.ln_tau_size): - z[index_tau] = self.z_of_tau(np.exp(self.sp.ln_tau[index_tau])) + cdef bint input_nonlinear = nonlinear + cdef bint input_h_units = h_units - # Avoid saturating the limits - z[-1] *= (1-eps) - z[0] *= (1+eps) - if(z[0] < eps): - z[0] = 0 + cdef int index_z + + # get total matter power spectrum + pk, k, z = self.get_pk_and_k_and_z(nonlinear=input_nonlinear, only_clustering_species = False, h_units=input_h_units) + + # get transfer functions + tk_and_k_and_z = {} + tk_and_k_and_z, k, z = self.get_transfer_and_k_and_z(output_format='class',h_units=input_h_units) + phi = tk_and_k_and_z['phi'] + psi = tk_and_k_and_z['psi'] + d_m = tk_and_k_and_z['d_m'] + + # get an array containing k**4 (same for all redshifts) + for index_z in range(self.fo.ln_tau_size): + k4[:,index_z] = k**4 - # Now copy P(k,z) - for index_tau in xrange(self.sp.ln_tau_size): - for index_k in xrange(self.sp.ln_k_size): - pk_at_k_z[index_k, index_tau] = pk_lin_or_nonlin(k[index_k], z[index_tau]) - return pk_at_k_z, k, z + # rescale total matter power spectrum to get the Weyl power spectrum times k**4 + # (the latter factor is just a convention. Since there is a factor k**2 in the Poisson equation, + # this rescaled Weyl spectrum has a shape similar to the matter power spectrum). + Weyl_pk = pk * ((phi+psi)/2./d_m)**2 * k4 + return Weyl_pk, k, z + + ################################# # Gives sigma(R,z) for a given (R,z) - def sigma(self,double R,double z): + def sigma(self,double R,double z, h_units = False): """ - Gives the pk for a given R and z - (R is the radius in units of Mpc, so if R=8/h this will be the usual sigma8(z) + Gives sigma (total matter) for a given R and z + (R is the radius in units of Mpc, so if R=8/h this will be the usual sigma8(z). + This is unless h_units is set to true, in which case R is the radius in units of Mpc/h, + and R=8 corresponds to sigma8(z)) .. note:: @@ -946,26 +1269,26 @@ cdef class Class: """ cdef double sigma + R_in_Mpc = (R if not h_units else R/self.ba.h) + if (self.pt.has_pk_matter == _FALSE_): - raise CosmoSevereError( - "No power spectrum computed. In order to get sigma(R,z) you must add mPk to the list of outputs." - ) + raise CosmoSevereError("No power spectrum computed. In order to get sigma(R,z) you must add mPk to the list of outputs.") if (self.pt.k_max_for_pk < self.ba.h): - raise CosmoSevereError( - "In order to get sigma(R,z) you must set 'P_k_max_h/Mpc' to 1 or bigger, in order to have k_max > 1 h/Mpc." - ) + raise CosmoSevereError("In order to get sigma(R,z) you must set 'P_k_max_h/Mpc' to 1 or bigger, in order to have k_max > 1 h/Mpc.") - if spectra_sigma(&self.ba,&self.pm,&self.sp,R,z,&sigma)==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if fourier_sigmas_at_z(&self.pr,&self.ba,&self.fo,R_in_Mpc,z,self.fo.index_pk_m,out_sigma,&sigma)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) return sigma # Gives sigma_cb(R,z) for a given (R,z) - def sigma_cb(self,double R,double z): + def sigma_cb(self,double R,double z, h_units = False): """ - Gives the pk for a given R and z + Gives sigma (cdm+b) for a given R and z (R is the radius in units of Mpc, so if R=8/h this will be the usual sigma8(z) + This is unless h_units is set to true, in which case R is the radius in units of Mpc/h, + and R=8 corresponds to sigma8(z)) .. note:: @@ -976,26 +1299,64 @@ cdef class Class: """ cdef double sigma_cb + R_in_Mpc = (R if not h_units else R/self.ba.h) + if (self.pt.has_pk_matter == _FALSE_): - raise CosmoSevereError( - "No power spectrum computed. In order to get sigma(R,z) you must add mPk to the list of outputs." - ) + raise CosmoSevereError("No power spectrum computed. In order to get sigma(R,z) you must add mPk to the list of outputs.") + + if (self.fo.has_pk_cb == _FALSE_): + raise CosmoSevereError("sigma_cb not computed by CLASS (probably because there are no massive neutrinos)") if (self.pt.k_max_for_pk < self.ba.h): - raise CosmoSevereError( - "In order to get sigma(R,z) you must set 'P_k_max_h/Mpc' to 1 or bigger, in order to have k_max > 1 h/Mpc." - ) + raise CosmoSevereError("In order to get sigma(R,z) you must set 'P_k_max_h/Mpc' to 1 or bigger, in order to have k_max > 1 h/Mpc.") - if (self.ba.Omega0_ncdm_tot == 0.): - raise CosmoSevereError( - "No massive neutrinos. You must use sigma, rather than sigma_cb." - ) + # If necessary, convert R to units of Mpc + if h_units: + R /= self.ba.h - if spectra_sigma_cb(&self.ba,&self.pm,&self.sp,R,z,&sigma_cb)==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if fourier_sigmas_at_z(&self.pr,&self.ba,&self.fo,R,z,self.fo.index_pk_cb,out_sigma,&sigma_cb)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) return sigma_cb + # Gives effective logarithmic slope of P_L(k,z) (total matter) for a given (k,z) + def pk_tilt(self,double k,double z): + """ + Gives effective logarithmic slope of P_L(k,z) (total matter) for a given k and z + (k is the wavenumber in units of 1/Mpc, z is the redshift, the output is dimensionless) + + .. note:: + + there is an additional check to verify whether output contains `mPk` and whether k is in the right range + + """ + cdef double pk_tilt + + if (self.pt.has_pk_matter == _FALSE_): + raise CosmoSevereError("No power spectrum computed. In order to get pk_tilt(k,z) you must add mPk to the list of outputs.") + + if (k < self.fo.k[1] or k > self.fo.k[self.fo.k_size-2]): + raise CosmoSevereError("In order to get pk_tilt at k=%e 1/Mpc, you should compute P(k,z) in a wider range of k's"%k) + + if fourier_pk_tilt_at_k_and_z(&self.ba,&self.pm,&self.fo,pk_linear,k,z,self.fo.index_pk_total,&pk_tilt)==_FAILURE_: + raise CosmoSevereError(self.fo.error_message) + + return pk_tilt + + #calculates the hmcode window_function of the Navarrow Frenk White Profile + def fourier_hmcode_window_nfw(self,double k,double rv,double c): + """ + Gives window_nfw for a given wavevector k, virial radius rv and concentration c + + """ + cdef double window_nfw + + + if fourier_hmcode_window_nfw(&self.fo,k,rv,c,&window_nfw)==_FAILURE_: + raise CosmoSevereError(self.hr.error_message) + + return window_nfw + def age(self): self.compute(["background"]) return self.ba.age @@ -1009,15 +1370,17 @@ cdef class Class: def tau_reio(self): return self.th.tau_reio - # Defined twice ? def Omega_m(self): - return self.ba.Omega0_b+self.ba.Omega0_cdm+self.ba.Omega0_ncdm_tot + self.ba.Omega0_dcdm + return self.ba.Omega0_m + + def Omega_r(self): + return self.ba.Omega0_r - # This is commented because in the current form it only applies - # to minimal LambdaCDM. - # On would need to add contributions from ncdm, ddmdr, etc. - #def Omega_r(self): - # return self.ba.Omega0_g+self.ba.Omega0_ur + def theta_s_100(self): + return 100.*self.th.rs_rec/self.th.da_rec/(1.+self.th.z_rec) + + def theta_star_100(self): + return 100.*self.th.rs_star/self.th.da_star/(1.+self.th.z_star) def Omega_Lambda(self): return self.ba.Omega0_lambda @@ -1034,18 +1397,41 @@ cdef class Class: def Neff(self): return self.ba.Neff + def k_eq(self): + self.compute(["background"]) + return self.ba.a_eq*self.ba.H_eq + + def z_eq(self): + self.compute(["background"]) + return 1./self.ba.a_eq-1. + def sigma8(self): - self.compute(["spectra"]) - return self.sp.sigma8 + self.compute(["fourier"]) + if (self.pt.has_pk_matter == _FALSE_): + raise CosmoSevereError("No power spectrum computed. In order to get sigma8, you must add mPk to the list of outputs.") + return self.fo.sigma8[self.fo.index_pk_m] + + def S8(self): + return self.sigma8()*np.sqrt(self.Omega_m()/0.3) + + #def neff(self): + # self.compute(["harmonic"]) + # return self.hr.neff def sigma8_cb(self): - self.compute(["spectra"]) - return self.sp.sigma8_cb + self.compute(["fourier"]) + if (self.pt.has_pk_matter == _FALSE_): + raise CosmoSevereError("No power spectrum computed. In order to get sigma8_cb, you must add mPk to the list of outputs.") + return self.fo.sigma8[self.fo.index_pk_cb] def rs_drag(self): self.compute(["thermodynamics"]) return self.th.rs_d + def z_reio(self): + self.compute(["thermodynamics"]) + return self.th.z_reio + def angular_distance(self, z): """ angular_distance(z) @@ -1058,16 +1444,12 @@ cdef class Class: z : float Desired redshift """ - cdef double tau cdef int last_index #junk cdef double * pvecback pvecback = calloc(self.ba.bg_size,sizeof(double)) - if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) - - if background_at_tau(&self.ba,tau,self.ba.long_info,self.ba.inter_normal,&last_index,pvecback)==_FAILURE_: + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: raise CosmoSevereError(self.ba.error_message) D_A = pvecback[self.ba.index_bg_ang_distance] @@ -1076,149 +1458,1043 @@ cdef class Class: return D_A - def scale_independent_growth_factor(self, z): + ################################# + # Get angular diameter distance of object at z2 as seen by observer at z1, + def angular_distance_from_to(self, z1, z2): """ - scale_independent_growth_factor(z) + angular_distance_from_to(z) - Return the scale invariant growth factor D(a) for CDM perturbations - (exactly, the quantity defined by Class as index_bg_D in the background module) + Return the angular diameter distance of object at z2 as seen by observer at z1, + that is, sin_K((chi2-chi1)*np.sqrt(|k|))/np.sqrt(|k|)/(1+z2). + If z1>z2 returns zero. Parameters ---------- - z : float - Desired redshift + z1 : float + Observer redshift + z2 : float + Source redshift + + Returns + ------- + d_A(z1,z2) in Mpc """ - cdef double tau cdef int last_index #junk cdef double * pvecback - pvecback = calloc(self.ba.bg_size,sizeof(double)) + if z1>=z2: + return 0. - if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) + else: + pvecback = calloc(self.ba.bg_size,sizeof(double)) - if background_at_tau(&self.ba,tau,self.ba.long_info,self.ba.inter_normal,&last_index,pvecback)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) + if background_at_z(&self.ba,z1,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) - D = pvecback[self.ba.index_bg_D] + # This is the comoving distance to object at z1 + chi1 = pvecback[self.ba.index_bg_conf_distance] - free(pvecback) + if background_at_z(&self.ba,z2,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) - return D + # This is the comoving distance to object at z2 + chi2 = pvecback[self.ba.index_bg_conf_distance] - def scale_independent_growth_factor_f(self, z): + free(pvecback) + + if self.ba.K == 0: + return (chi2-chi1)/(1+z2) + elif self.ba.K > 0: + return np.sin(np.sqrt(self.ba.K)*(chi2-chi1))/np.sqrt(self.ba.K)/(1+z2) + elif self.ba.K < 0: + return np.sinh(np.sqrt(-self.ba.K)*(chi2-chi1))/np.sqrt(-self.ba.K)/(1+z2) + + def comoving_distance(self, z): """ - scale_independent_growth_factor_f(z) + comoving_distance(z) - Return the scale invariant growth factor f(z)=d ln D / d ln a for CDM perturbations - (exactly, the quantity defined by Class as index_bg_f in the background module) + Return the comoving distance Parameters ---------- z : float Desired redshift """ - cdef double tau cdef int last_index #junk cdef double * pvecback pvecback = calloc(self.ba.bg_size,sizeof(double)) - if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) - - if background_at_tau(&self.ba,tau,self.ba.long_info,self.ba.inter_normal,&last_index,pvecback)==_FAILURE_: + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: raise CosmoSevereError(self.ba.error_message) - f = pvecback[self.ba.index_bg_f] + r = pvecback[self.ba.index_bg_conf_distance] free(pvecback) - return f + return r - def z_of_tau(self, tau): + def scale_independent_growth_factor(self, z): """ - Redshift corresponding to a given conformal time. + scale_independent_growth_factor(z) + + Return the scale invariant growth factor D(a) for CDM perturbations + (exactly, the quantity defined by Class as index_bg_D in the background module) Parameters ---------- - tau : float - Conformal time + z : float + Desired redshift """ - cdef double z cdef int last_index #junk cdef double * pvecback pvecback = calloc(self.ba.bg_size,sizeof(double)) - if background_at_tau(&self.ba,tau,self.ba.long_info,self.ba.inter_normal,&last_index,pvecback)==_FAILURE_: + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: raise CosmoSevereError(self.ba.error_message) - z = 1./pvecback[self.ba.index_bg_a]-1. + D = pvecback[self.ba.index_bg_D] free(pvecback) - return z + return D - def Hubble(self, z): + def scale_independent_growth_factor_f(self, z): """ - Hubble(z) + scale_independent_growth_factor_f(z) - Return the Hubble rate (exactly, the quantity defined by Class as index_bg_H - in the background module) + Return the scale independent growth factor f(z)=d ln D / d ln a for CDM perturbations + (exactly, the quantity defined by Class as index_bg_f in the background module) Parameters ---------- z : float Desired redshift """ - cdef double tau cdef int last_index #junk cdef double * pvecback pvecback = calloc(self.ba.bg_size,sizeof(double)) - if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) - - if background_at_tau(&self.ba,tau,self.ba.long_info,self.ba.inter_normal,&last_index,pvecback)==_FAILURE_: + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: raise CosmoSevereError(self.ba.error_message) - H = pvecback[self.ba.index_bg_H] + f = pvecback[self.ba.index_bg_f] free(pvecback) - return H + return f - def ionization_fraction(self, z): + ################################# + def scale_dependent_growth_factor_f(self, k, z, h_units=False, nonlinear=False, Nz=20): """ - ionization_fraction(z) + scale_dependent_growth_factor_f(k,z) - Return the ionization fraction for a given redshift z + Return the scale dependent growth factor + f(z)= 1/2 * [d ln P(k,a) / d ln a] + = - 0.5 * (1+z) * [d ln P(k,z) / d z] + where P(k,z) is the total matter power spectrum Parameters ---------- z : float Desired redshift + k : float + Desired wavenumber in 1/Mpc (if h_units=False) or h/Mpc (if h_units=True) """ - cdef double tau - cdef int last_index #junk - cdef double * pvecback - cdef double * pvecthermo - pvecback = calloc(self.ba.bg_size,sizeof(double)) - pvecthermo = calloc(self.th.th_size,sizeof(double)) + # build array of z values at wich P(k,z) was pre-computed by class (for numerical derivative) + # check that P(k,z) was stored at different zs + if self.fo.ln_tau_size > 1: + # check that input z is in stored range + z_max = self.z_of_tau(np.exp(self.fo.ln_tau[0])) + if (z<0) or (z>z_max): + raise CosmoSevereError("You asked for f(k,z) at a redshift %e outside of the computed range [0,%e]"%(z,z_max)) + # create array of zs in growing z order (decreasing tau order) + z_array = np.empty(self.fo.ln_tau_size) + # first redshift is exactly zero + z_array[0]=0. + # next values can be inferred from ln_tau table + if (self.fo.ln_tau_size>1): + for i in range(1,self.fo.ln_tau_size): + z_array[i] = self.z_of_tau(np.exp(self.fo.ln_tau[self.fo.ln_tau_size-1-i])) + else: + raise CosmoSevereError("You asked for the scale-dependent growth factor: this requires numerical derivation of P(k,z) w.r.t z, and thus passing a non-zero input parameter z_max_pk") - if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) + # if needed, convert k to units of 1/Mpc + if h_units: + k = k*self.ba.h - if background_at_tau(&self.ba,tau,self.ba.long_info,self.ba.inter_normal,&last_index,pvecback)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) + # Allocate an array of P(k,z[...]) values + Pk_array = np.empty_like(z_array) - if thermodynamics_at_z(&self.ba,&self.th,z,self.th.inter_normal,&last_index,pvecback,pvecthermo) == _FAILURE_: - raise CosmoSevereError(self.th.error_message) + # Choose whether to use .pk() or .pk_lin() + # The linear pk is in .pk_lin if nonlinear corrections have been computed, in .pk otherwise + # The non-linear pk is in .pk if nonlinear corrections have been computed + if nonlinear == False: + if self.fo.method == nl_none: + use_pk_lin = False + else: + use_pk_lin = True + else: + if self.fo.method == nl_none: + raise CosmoSevereError("You asked for the scale-dependent growth factor of non-linear matter fluctuations, but you did not ask for non-linear calculations at all") + else: + use_pk_lin = False - xe = pvecthermo[self.th.index_th_xe] + # Get P(k,z) and array P(k,z[...]) + if use_pk_lin == False: + Pk = self.pk(k,z) + for iz, zval in enumerate(z_array): + Pk_array[iz] = self.pk(k,zval) + else: + Pk = self.pk_lin(k,z) + for iz, zval in enumerate(z_array): + Pk_array[iz] = self.pk_lin(k,zval) + + # Compute derivative (d ln P / d ln z) + dPkdz = UnivariateSpline(z_array,Pk_array,s=0).derivative()(z) + + # Compute growth factor f + f = -0.5*(1+z)*dPkdz/Pk + + return f + + ################################# + # gives f(z)*sigma8(z) where f(z) is the scale-independent growth factor + def scale_independent_f_sigma8(self, z): + """ + scale_independent_f_sigma8(z) + + Return the scale independent growth factor f(z) multiplied by sigma8(z) + + Parameters + ---------- + z : float + Desired redshift + + Returns + ------- + f(z)*sigma8(z) (dimensionless) + """ + return self.scale_independent_growth_factor_f(z)*self.sigma(8,z,h_units=True) + + ################################# + # gives an estimation of f(z)*sigma8(z) at the scale of 8 h/Mpc, computed as (d sigma8/d ln a) + def effective_f_sigma8(self, z, z_step=0.1): + """ + effective_f_sigma8(z) + + Returns the time derivative of sigma8(z) computed as (d sigma8/d ln a) + + Parameters + ---------- + z : float + Desired redshift + z_step : float + Default step used for the numerical two-sided derivative. For z < z_step the step is reduced progressively down to z_step/10 while sticking to a double-sided derivative. For z< z_step/10 a single-sided derivative is used instead. + + Returns + ------- + (d ln sigma8/d ln a)(z) (dimensionless) + """ + + # we need d sigma8/d ln a = - (d sigma8/dz)*(1+z) + + # if possible, use two-sided derivative with default value of z_step + if z >= z_step: + return (self.sigma(8,z-z_step,h_units=True)-self.sigma(8,z+z_step,h_units=True))/(2.*z_step)*(1+z) + else: + # if z is between z_step/10 and z_step, reduce z_step to z, and then stick to two-sided derivative + if (z > z_step/10.): + z_step = z + return (self.sigma(8,z-z_step,h_units=True)-self.sigma(8,z+z_step,h_units=True))/(2.*z_step)*(1+z) + # if z is between 0 and z_step/10, use single-sided derivative with z_step/10 + else: + z_step /=10 + return (self.sigma(8,z,h_units=True)-self.sigma(8,z+z_step,h_units=True))/z_step*(1+z) + + ################################# + # gives an estimation of f(z)*sigma8(z) at the scale of 8 h/Mpc, computed as (d sigma8/d ln a) + def effective_f_sigma8_spline(self, z, Nz=20): + """ + effective_f_sigma8_spline(z) + + Returns the time derivative of sigma8(z) computed as (d sigma8/d ln a) + + Parameters + ---------- + z : float + Desired redshift + Nz : integer + Number of values used to spline sigma8(z) in the range [z-0.1,z+0.1] + + Returns + ------- + (d ln sigma8/d ln a)(z) (dimensionless) + """ + + # we need d sigma8/d ln a = - (d sigma8/dz)*(1+z) + z_max = self.z_of_tau(np.exp(self.fo.ln_tau[0])) + + if (z<0) or (z>z_max): + raise CosmoSevereError("You asked for effective_f_sigma8 at a redshift %e outside of the computed range [0,%e]"%(z,z_max)) + + if (z<0.1): + z_array = np.linspace(0, 0.2, num = Nz) + elif (z calloc(self.ba.bg_size,sizeof(double)) + + if background_at_tau(&self.ba,tau,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + z = 1./pvecback[self.ba.index_bg_a]-1. + + free(pvecback) + + return z + + def Hubble(self, z): + """ + Hubble(z) + + Return the Hubble rate (exactly, the quantity defined by Class as index_bg_H + in the background module) + + Parameters + ---------- + z : float + Desired redshift + """ + cdef int last_index #junk + cdef double * pvecback + + pvecback = calloc(self.ba.bg_size,sizeof(double)) + + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + H = pvecback[self.ba.index_bg_H] + + free(pvecback) + + return H + + def Om_m(self, z): + """ + Omega_m(z) + + Return the matter density fraction (exactly, the quantity defined by Class as index_bg_Omega_m + in the background module) + + Parameters + ---------- + z : float + Desired redshift + """ + cdef int last_index #junk + cdef double * pvecback + + pvecback = calloc(self.ba.bg_size,sizeof(double)) + + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + Om_m = pvecback[self.ba.index_bg_Omega_m] + + free(pvecback) + + return Om_m + + def Om_b(self, z): + """ + Omega_b(z) + + Return the baryon density fraction (exactly, the ratio of quantities defined by Class as + index_bg_rho_b and index_bg_rho_crit in the background module) + + Parameters + ---------- + z : float + Desired redshift + """ + cdef int last_index #junk + cdef double * pvecback + + pvecback = calloc(self.ba.bg_size,sizeof(double)) + + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + Om_b = pvecback[self.ba.index_bg_rho_b]/pvecback[self.ba.index_bg_rho_crit] + + free(pvecback) + + return Om_b + + def Om_cdm(self, z): + """ + Omega_cdm(z) + + Return the cdm density fraction (exactly, the ratio of quantities defined by Class as + index_bg_rho_cdm and index_bg_rho_crit in the background module) + + Parameters + ---------- + z : float + Desired redshift + """ + cdef int last_index #junk + cdef double * pvecback + + if self.ba.has_cdm == True: + + pvecback = calloc(self.ba.bg_size,sizeof(double)) + + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + Om_cdm = pvecback[self.ba.index_bg_rho_cdm]/pvecback[self.ba.index_bg_rho_crit] + + free(pvecback) + + else: + + Om_cdm = 0. + + return Om_cdm + + def Om_ncdm(self, z): + """ + Omega_ncdm(z) + + Return the ncdm density fraction (exactly, the ratio of quantities defined by Class as + Sum_m [ index_bg_rho_ncdm1 + n ], with n=0...N_ncdm-1, and index_bg_rho_crit in the background module) + + Parameters + ---------- + z : float + Desired redshift + """ + cdef int last_index #junk + cdef double * pvecback + + if self.ba.has_ncdm == True: + + pvecback = calloc(self.ba.bg_size,sizeof(double)) + + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + rho_ncdm = 0. + for n in range(self.ba.N_ncdm): + rho_ncdm += pvecback[self.ba.index_bg_rho_ncdm1+n] + Om_ncdm = rho_ncdm/pvecback[self.ba.index_bg_rho_crit] + + free(pvecback) + + else: + + Om_ncdm = 0. + + return Om_ncdm + + def G_eff_back_smg(self, z): + """ + G_eff_smg(z) + + Return G_eff in the k->infinity limit. + If the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_eff = -2 k^2/a^2 Phi/delta_rho + + Parameters + ---------- + z : float + Desired redshift + """ + cdef double tau + cdef int last_index #junk + cdef double * pvecback + + pvecback = calloc(self.ba.bg_size,sizeof(double)) + + if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + if background_at_tau(&self.ba,tau,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + G_eff = pvecback[self.ba.index_bg_G_eff_smg] + + free(pvecback) + + return G_eff + + def slip_eff_back_smg(self, z): + """ + slip_eff_smg(z) + + Return slip_eff in the k->infinity limit. + If the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + slip = Phi/Psi + + Parameters + ---------- + z : float + Desired redshift + """ + cdef double tau + cdef int last_index #junk + cdef double * pvecback + + pvecback = calloc(self.ba.bg_size,sizeof(double)) + + if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + if background_at_tau(&self.ba,tau,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + slip = pvecback[self.ba.index_bg_slip_eff_smg] + + free(pvecback) + + return slip + + def G_matter_back_smg(self, z): + """ + G_matter_smg(z) + + Return G_matter in the k->infinity limit. + If the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_matter = -2 k^2/a^2 Psi/delta_rho + + Parameters + ---------- + z : float + Desired redshift + """ + + G_eff = self.G_eff_back_smg(z) + slip = self.slip_eff_back_smg(z) + + return G_eff/slip + + def G_light_back_smg(self, z): + """ + G_light_smg(z) + + Return G_light in the k->infinity limit. + If the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_light = -2 k^2/a^2 (Phi+Psi)/2/delta_rho + + Parameters + ---------- + z : float + Desired redshift + """ + + G_eff = self.G_eff_back_smg(z) + slip = self.slip_eff_back_smg(z) + + return (slip + 1)*G_eff/slip/2 + + def G_eff_at_z_smg(self, z): + """ + G_eff_at_z_smg(z) + + Return arrays of k [1/Mpc] and G_eff at a given + redshift z from the transfer module directly. + If the matter density is the gauge invariant + one and the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_eff = -2 k^2/a^2 Phi/delta_rho + + Parameters + ---------- + z : float + Desired redshift + + there is an additional check that output contains `mTk,vTk`, + because otherwise a segfault will occur + + """ + + if (self.pt.has_density_transfers == _FALSE_): + raise CosmoSevereError("No density transfer functions computed. You must add mTk to the list of outputs.") + + if (self.pt.has_velocity_transfers == _FALSE_): + raise CosmoSevereError("No velocity transfer functions computed. You must add vTk to the list of outputs.") + + # Get background and transfer + back = self.get_background() + trans = self.get_transfer(z=z) + k_range = trans['k (h/Mpc)']*self.h() + aH = interpolate.interp1d(back['z'], back['H [1/Mpc]']/(1+back['z']))(z) + # Get matter species + no_mat = ['(.)rho_tot', '(.)rho_crit', '(.)rho_smg','(.)rho_lambda'] + all_sp = [x for x in back.keys() if '(.)rho_' in x] + all_sp = [x for x in all_sp if x not in no_mat] + all_sp = [x.replace('(.)rho_', '') for x in all_sp] + # Get metric potentials + phi = trans['phi'] + psi = trans['psi'] + # Calculate the density perturbations + # for each species and then we sum up + delta_rho = np.zeros_like(phi) + for one_sp in all_sp: + rho = interpolate.interp1d(back['z'], back['(.)rho_'+one_sp])(z) + if one_sp in ['b', 'cdm']: + w = 0. + elif one_sp in ['g', 'ur']: + w = 1./3. + else: + w = interpolate.interp1d( + back['z'], back['(.)p_'+one_sp]/back['(.)rho_'+one_sp])(z) + delta = trans['d_'+one_sp] + if one_sp == 'cdm': + theta = np.zeros_like(delta) + else: + theta = trans['t_'+one_sp] + delta_rho += 3.*rho*(delta+3*aH*(1.+w)*theta/k_range**2.) + + G_eff = -2*k_range**2*(z+1.)**2*phi/delta_rho + return k_range, G_eff + + def G_eff_at_k_and_z_smg(self, k, z): + """ + G_eff_at_k_and_z_smg(k, z) + + Return G_eff from the transfer module directly. + If the matter density is the gauge invariant + one and the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_eff = -2 k^2/a^2 Phi/delta_rho + + Parameters + ---------- + k : float + Desired scale (1/Mpc) + z : float + Desired redshift + """ + + k_range, G_eff = self.G_eff_at_z_smg(z) + G_eff = interpolate.interp1d(k_range, G_eff)(k) + return float(G_eff) + + def slip_eff_at_z_smg(self, z): + """ + slip_eff_at_z_smg(z) + + Return arrays of k [1/Mpc] and slip_eff at a given + redshift z from the transfer module directly. + If the matter density is the gauge invariant + one and the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + slip = Phi/Psi + + Parameters + ---------- + z : float + Desired redshift + + there is an additional check that output contains `mTk`, + because otherwise a segfault will occur + + """ + + if (self.pt.has_density_transfers == _FALSE_): + raise CosmoSevereError("No density transfer functions computed. You must add mTk to the list of outputs.") + + # Get transfer + trans = self.get_transfer(z=z) + k_range = trans['k (h/Mpc)']*self.h() + # Get metric potentials + phi = trans['phi'] + psi = trans['psi'] + + slip = phi/psi + + return k_range, slip + + def slip_eff_at_k_and_z_smg(self, k, z): + """ + slip_eff_at_k_and_z_smg(k, z) + + Return slip_eff from the transfer module directly. + If the matter density is the gauge invariant + one and the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + slip = Phi/Psi + + Parameters + ---------- + k : float + Desired scale (1/Mpc) + z : float + Desired redshift + """ + + k_range, slip = self.slip_eff_at_z_smg(z) + slip = interpolate.interp1d(k_range, slip)(k) + return float(slip) + + def G_matter_at_z_smg(self, z): + """ + G_matter_at_z_smg(z) + + Return arrays of k [1/Mpc] and G_matter at a given + redshift z from the transfer module directly. + If the matter density is the gauge invariant + one and the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_matter = -2 k^2/a^2 Psi/delta_rho + + Parameters + ---------- + z : float + Desired redshift + """ + k_range, G_eff = self.G_eff_at_z_smg(z) + _, slip = self.slip_eff_at_z_smg(z) + + G_matter = G_eff/slip + return k_range, G_matter + + def G_matter_at_k_and_z_smg(self, k, z): + """ + G_matter_at_k_and_z_smg(k, z) + + Return G_matter from the transfer module directly. + If the matter density is the gauge invariant + one and the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_matter = -2 k^2/a^2 Psi/delta_rho + + Parameters + ---------- + k : float + Desired scale (1/Mpc) + z : float + Desired redshift + """ + + k_range, G_matter = self.G_matter_at_z_smg(z) + G_matter = interpolate.interp1d(k_range, G_matter)(k) + return float(G_matter) + + def G_light_at_z_smg(self, z): + """ + G_light_at_z_smg(z) + + Return arrays of k [1/Mpc] and G_light at a given + redshift z from the transfer module directly. + If the matter density is the gauge invariant + one and the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_light = -2 k^2/a^2 (Phi+Psi)/2/delta_rho + + Parameters + ---------- + z : float + Desired redshift + """ + k_range, G_eff = self.G_eff_at_z_smg(z) + _, slip = self.slip_eff_at_z_smg(z) + + G_light = (slip + 1)*G_eff/slip/2 + return k_range, G_light + + def G_light_at_k_and_z_smg(self, k, z): + """ + G_light_at_k_and_z_smg(k, z) + + Return G_light from the transfer module directly. + If the matter density is the gauge invariant + one and the metric perturbations are: + -) delta_g_00 = -2 Psi + -) delta_g_ij = -2 Phi delta_ij + Then: + G_light = -2 k^2/a^2 (Phi+Psi)/2/delta_rho + + Parameters + ---------- + k : float + Desired scale (1/Mpc) + z : float + Desired redshift + """ + + k_range, G_light = self.G_light_at_z_smg(z) + G_light = interpolate.interp1d(k_range, G_light)(k) + return float(G_light) + + def get_qs_functions_at_k_and_z_qs_smg(self, k, z): + """ + get_qs_functions_at_k_and_z_qs_smg(k, z) + + Return the quasi-static (QS) functions + -) mass2_qs + -) mass2_qs_p + -) rad2_qs + -) friction_qs + -) slope_qs + at a given scale (k) and time (z). + These functions are the same used in the QS + automatic algorithm to determine at which times + and scales the system can be safely treated as + QS (mass2_qs_p and friction_qs are intermediate + steps to calculate slope_qs). They are useful to + inspect suspicious results and the validity of the QS. + + Parameters + ---------- + k : float + Desired scale + z : float + Desired redshift + """ + cdef double tau + cdef double mass2_qs, mass2_qs_p, rad2_qs, friction_qs, slope_qs + cdef short approx_qs + + if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + if perturbations_qs_functions_at_tau_and_k_qs_smg(&self.pr,&self.ba,&self.pt, k, tau, + &mass2_qs, &mass2_qs_p, &rad2_qs, &friction_qs, &slope_qs, &approx_qs)==_FAILURE_: + raise CosmoSevereError(self.pt.error_message) + + return mass2_qs, mass2_qs_p, rad2_qs, friction_qs, slope_qs + + def scale_dependent_growth_factor_at_z(self, z): + """ + scale_dependent_growth_factor_at_z(z) + + Return arrays of k [1/Mpc] and growth factor D + at a given redshift z from the transfer module. + + Parameters + ---------- + z : float + Desired redshift + + there is an additional check that output contains `mTk`, + because otherwise a segfault will occur + + """ + if (self.pt.has_density_transfers == _FALSE_): + raise CosmoSevereError("No density transfer functions computed. You must add mTk to the list of outputs.") + + # Get transfer + trans = self.get_transfer(z=z) + trans_0 = self.get_transfer(z=0.) + k_range = trans['k (h/Mpc)']*self.h() + # Get metric potentials + d_m = trans['d_m'] + d_m_0 = trans_0['d_m'] + + D = d_m/d_m_0 + + return k_range, D + + def scale_dependent_growth_factor_at_k_and_z(self, k, z): + """ + scale_dependent_growth_factor_at_k_and_z(k, z) + + Return the growth factor D at a given k and z + from the power spectrum module. + + Parameters + ---------- + k : float + Desired scale (1/Mpc) + z : float + Desired redshift + """ + + D = np.sqrt(self.pk_lin(k, z)/self.pk_lin(k, 0.)) + return D + + def scale_dependent_growth_factor_f_at_z(self, z, z_step=0.1): + """ + scale_dependent_growth_factor_f_at_z(z) + + Return arrays of k [1/Mpc] and growth rate + f(z)=d ln D / d ln a at a given redshift z + from the transfer module. + + Parameters + ---------- + z : float + Desired redshift + z_step : float + Default step used for the numerical two-sided derivative. For z < z_step the step is reduced progressively down to z_step/10 while sticking to a double-sided derivative. For z< z_step/10 a single-sided derivative is used instead. + """ + z_max = self.pt.z_max_pk + + k_range, D_0 = self.scale_dependent_growth_factor_at_z(z) + # if possible, use two-sided derivative with default value of z_step + if (z >= z_step) and (z_max >= z+z_step): + _, D_p1 = self.scale_dependent_growth_factor_at_z(z+z_step) + _, D_m1 = self.scale_dependent_growth_factor_at_z(z-z_step) + dDdz = (D_p1-D_m1)/(2.*z_step) + elif (z_max >= z+z_step): + # if z is between z_step/10 and z_step, reduce z_step to z, and then stick to two-sided derivative + if (z > z_step/10.): + z_step = z + _, D_p1 = self.scale_dependent_growth_factor_at_z(z+z_step) + _, D_m1 = self.scale_dependent_growth_factor_at_z(z-z_step) + dDdz = (D_p1-D_m1)/(2.*z_step) + # if z is between 0 and z_step/10, use single-sided derivative with z_step/10 + else: + z_step /=10 + _, D_p1 = self.scale_dependent_growth_factor_at_z(z+z_step) + dDdz = (D_p1-D_0)/z_step + else: + # if z is between z_step/10 and z_step, reduce z_step to z, and then stick to two-sided derivative + if (z_max >= z+z_step/10): + z_step = z_max-z + _, D_p1 = self.scale_dependent_growth_factor_at_z(z+z_step) + _, D_m1 = self.scale_dependent_growth_factor_at_z(z-z_step) + dDdz = (D_p1-D_m1)/(2.*z_step) + # if z is between 0 and z_step/10, use single-sided derivative with z_step/10 + else: + z_step /=10 + _, D_m1 = self.scale_dependent_growth_factor_at_z(z-z_step) + dDdz = (D_0-D_m1)/z_step + f = -(1+z)*dDdz/D_0 + + return k_range, f + + def scale_dependent_growth_factor_f_at_k_and_z(self, k, z, z_step=0.1): + """ + scale_dependent_growth_factor_f_at_k_and_z(k, z) + + Return the growth factor f at a given k and z + from the power spectrum module. + + Parameters + ---------- + k : float + Desired scale (1/Mpc) + z : float + Desired redshift + z_step : float + Default step used for the numerical two-sided derivative. For z < z_step the step is reduced progressively down to z_step/10 while sticking to a double-sided derivative. For z< z_step/10 a single-sided derivative is used instead. + """ + z_max = self.pt.z_max_pk + + D_0 = self.scale_dependent_growth_factor_at_k_and_z(k, z) + # if possible, use two-sided derivative with default value of z_step + if (z >= z_step) and (z_max >= z+z_step): + D_p1 = self.scale_dependent_growth_factor_at_k_and_z(k, z+z_step) + D_m1 = self.scale_dependent_growth_factor_at_k_and_z(k, z-z_step) + dDdz = (D_p1-D_m1)/(2.*z_step) + elif (z_max >= z+z_step): + # if z is between z_step/10 and z_step, reduce z_step to z, and then stick to two-sided derivative + if (z > z_step/10.): + z_step = z + D_p1 = self.scale_dependent_growth_factor_at_k_and_z(k, z+z_step) + D_m1 = self.scale_dependent_growth_factor_at_k_and_z(k, z-z_step) + dDdz = (D_p1-D_m1)/(2.*z_step) + # if z is between 0 and z_step/10, use single-sided derivative with z_step/10 + else: + z_step /=10 + D_p1 = self.scale_dependent_growth_factor_at_k_and_z(k, z+z_step) + dDdz = (D_p1-D_0)/z_step + else: + # if z is between z_step/10 and z_step, reduce z_step to z, and then stick to two-sided derivative + if (z_max >= z+z_step/10): + z_step = z_max-z + D_p1 = self.scale_dependent_growth_factor_at_k_and_z(k, z+z_step) + D_m1 = self.scale_dependent_growth_factor_at_k_and_z(k, z-z_step) + dDdz = (D_p1-D_m1)/(2.*z_step) + # if z is between 0 and z_step/10, use single-sided derivative with z_step/10 + else: + z_step /=10 + D_m1 = self.scale_dependent_growth_factor_at_k_and_z(k, z-z_step) + dDdz = (D_0-D_m1)/z_step + f = -(1+z)*dDdz/D_0 + + return f + + def ionization_fraction(self, z): + """ + ionization_fraction(z) + + Return the ionization fraction for a given redshift z + + Parameters + ---------- + z : float + Desired redshift + """ + cdef int last_index #junk + cdef double * pvecback + cdef double * pvecthermo + + pvecback = calloc(self.ba.bg_size,sizeof(double)) + pvecthermo = calloc(self.th.th_size,sizeof(double)) + + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: + raise CosmoSevereError(self.ba.error_message) + + if thermodynamics_at_z(&self.ba,&self.th,z,inter_normal,&last_index,pvecback,pvecthermo) == _FAILURE_: + raise CosmoSevereError(self.th.error_message) + + xe = pvecthermo[self.th.index_th_xe] free(pvecback) free(pvecthermo) @@ -1236,7 +2512,6 @@ cdef class Class: z : float Desired redshift """ - cdef double tau cdef int last_index #junk cdef double * pvecback cdef double * pvecthermo @@ -1244,13 +2519,10 @@ cdef class Class: pvecback = calloc(self.ba.bg_size,sizeof(double)) pvecthermo = calloc(self.th.th_size,sizeof(double)) - if background_tau_of_z(&self.ba,z,&tau)==_FAILURE_: - raise CosmoSevereError(self.ba.error_message) - - if background_at_tau(&self.ba,tau,self.ba.long_info,self.ba.inter_normal,&last_index,pvecback)==_FAILURE_: + if background_at_z(&self.ba,z,long_info,inter_normal,&last_index,pvecback)==_FAILURE_: raise CosmoSevereError(self.ba.error_message) - if thermodynamics_at_z(&self.ba,&self.th,z,self.th.inter_normal,&last_index,pvecback,pvecthermo) == _FAILURE_: + if thermodynamics_at_z(&self.ba,&self.th,z,inter_normal,&last_index,pvecback,pvecthermo) == _FAILURE_: raise CosmoSevereError(self.th.error_message) Tb = pvecthermo[self.th.index_th_Tb] @@ -1266,11 +2538,13 @@ cdef class Class: """ return self.ba.T_cmb + # redundent with a previous Omega_m() funciton, + # but we leave it not to break compatibility def Omega0_m(self): """ Return the sum of Omega0 for all non-relativistic components """ - return self.ba.Omega0_b+self.ba.Omega0_cdm+self.ba.Omega0_ncdm_tot + self.ba.Omega0_dcdm + return self.ba.Omega0_m def get_background(self): """ @@ -1368,8 +2642,8 @@ cdef class Class: raise CosmoSevereError(self.pm.error_message) tmp = titles - names = tmp.split("\t")[:-1] tmp = str(tmp.decode()) + names = tmp.split("\t")[:-1] number_of_titles = len(names) timesteps = self.pm.lnk_size @@ -1389,12 +2663,6 @@ cdef class Class: free(data) return primordial - - @cython.returns(dict) - @cython.initializedcheck(False) - @cython.boundscheck(False) - @cython.cdivision(True) - @cython.ccall def get_perturbations(self): """ Return scalar, vector and/or tensor perturbations as arrays for requested @@ -1466,9 +2734,9 @@ cdef class Class: def get_transfer(self, z=0., output_format='class'): """ Return the density and/or velocity transfer functions for all initial - conditions today. You must include 'dCl' and 'vCl' in the list of + conditions today. You must include 'mTk' and/or 'vCTk' in the list of 'output'. The transfer functions can also be computed at higher redshift z - provided that 'z_pk' has been set and that z is inside the region spanned by 'z_pk'. + provided that 'z_pk' has been set and that 0calloc(_MAXTITLESTRINGLENGTH_,sizeof(char)) - if spectra_output_tk_titles(&self.ba,&self.pt, outf, titles)==_FAILURE_: - raise CosmoSevereError(self.op.error_message) + if perturbations_output_titles(&self.ba,&self.pt, outf, titles)==_FAILURE_: + raise CosmoSevereError(self.pt.error_message) tmp = titles tmp = str(tmp.decode()) names = tmp.split("\t")[:-1] number_of_titles = len(names) - timesteps = self.sp.ln_k_size + timesteps = self.pt.k_size[index_md] size_ic_data = timesteps*number_of_titles; - ic_num = self.sp.ic_size[index_md]; + ic_num = self.pt.ic_size[index_md]; data = malloc(sizeof(double)*size_ic_data*ic_num) - if spectra_output_tk_data(&self.ba, &self.pt, &self.sp, outf, z, number_of_titles, data)==_FAILURE_: - raise CosmoSevereError(self.sp.error_message) + if perturbations_output_data_at_z(&self.ba, &self.pt, outf, z, number_of_titles, data)==_FAILURE_: + raise CosmoSevereError(self.pt.error_message) - spectra = {} + transfers = {} for index_ic in range(ic_num): - if spectra_firstline_and_ic_suffix(&self.pt, index_ic, ic_info, ic_suffix)==_FAILURE_: - raise CosmoSevereError(self.op.error_message) + if perturbations_output_firstline_and_ic_suffix(&self.pt, index_ic, ic_info, ic_suffix)==_FAILURE_: + raise CosmoSevereError(self.pt.error_message) ic_key = ic_suffix tmpdict = {} @@ -1528,15 +2796,14 @@ cdef class Class: tmpdict[names[i]][index] = data[index_ic*size_ic_data+index*number_of_titles+i] if ic_num==1: - spectra = tmpdict + transfers = tmpdict else: - spectra[ic_key] = tmpdict + transfers[ic_key] = tmpdict free(titles) free(data) - return spectra - + return transfers def get_current_derived_parameters(self, names): """ @@ -1582,17 +2849,24 @@ cdef class Class: elif name == 'conformal_age': value = self.ba.conformal_age elif name == 'm_ncdm_in_eV': + self.compute(["background"]) value = self.ba.m_ncdm_in_eV[0] elif name == 'm_ncdm_tot': value = self.ba.Omega0_ncdm_tot*self.ba.h*self.ba.h*93.14 elif name == 'Neff': value = self.ba.Neff elif name == 'Omega_m': - value = (self.ba.Omega0_b + self.ba.Omega0_cdm+ - self.ba.Omega0_ncdm_tot + self.ba.Omega0_dcdm) + value = self.ba.Omega0_m elif name == 'omega_m': - value = (self.ba.Omega0_b + self.ba.Omega0_cdm+ - self.ba.Omega0_ncdm_tot + self.ba.Omega0_dcdm)/self.ba.h**2 + value = self.ba.Omega0_m*self.ba.h**2 + elif name == 'xi_idr': + value = self.ba.T_idr/self.ba.T_cmb + elif name == 'N_dg': + value = self.ba.Omega0_idr/self.ba.Omega0_g*8./7.*pow(11./4.,4./3.) + elif name == 'Gamma_0_nadm': + value = self.th.a_idm_dr*(4./3.)*(self.ba.h*self.ba.h*self.ba.Omega0_idr) + elif name == 'a_dark': + value = self.th.a_idm_dr elif name == 'tau_reio': value = self.th.tau_reio elif name == 'z_reio': @@ -1617,6 +2891,20 @@ cdef class Class: value = self.th.da_rec elif name == 'da_rec_h': value = self.th.da_rec*self.ba.h + elif name == 'z_star': + value = self.th.z_star + elif name == 'tau_star': + value = self.th.tau_star + elif name == 'rs_star': + value = self.th.rs_star + elif name == 'ds_star': + value = self.th.ds_star + elif name == 'ra_star': + value = self.th.ra_star + elif name == 'da_star': + value = self.th.da_star + elif name == 'rd_star': + value = self.th.rd_star elif name == 'z_d': value = self.th.z_d elif name == 'tau_d': @@ -1631,6 +2919,12 @@ cdef class Class: value = self.th.rs_d*self.ba.h elif name == '100*theta_s': value = 100.*self.th.rs_rec/self.th.da_rec/(1.+self.th.z_rec) + elif name == '100*theta_star': + value = 100.*self.th.rs_star/self.th.da_star/(1.+self.th.z_star) + elif name == 'theta_s_100': + value = 100.*self.th.rs_rec/self.th.da_rec/(1.+self.th.z_rec) + elif name == 'theta_star_100': + value = 100.*self.th.rs_star/self.th.da_star/(1.+self.th.z_star) elif name == 'YHe': value = self.th.YHe elif name == 'n_e': @@ -1639,6 +2933,8 @@ cdef class Class: value = self.pm.A_s elif name == 'ln10^{10}A_s': value = log(1.e10*self.pm.A_s) + elif name == 'ln_A_s_1e10': + value = log(1.e10*self.pm.A_s) elif name == 'n_s': value = self.pm.n_s elif name == 'alpha_s': @@ -1687,40 +2983,42 @@ cdef class Class: value = self.pm.phi_min elif name == 'phi_max': value = self.pm.phi_max - elif name == 'alpha_kp': - value = self.sp.alpha_kp - elif name == 'alpha_k1': - value = self.sp.alpha_k1 - elif name == 'alpha_k2': - value = self.sp.alpha_k2 - elif name == 'alpha_II_2_20': - value = self.sp.alpha_II_2_20 - elif name == 'alpha_RI_2_20': - value = self.sp.alpha_RI_2_20 - elif name == 'alpha_RR_2_20': - value = self.sp.alpha_RR_2_20 - elif name == 'alpha_II_21_200': - value = self.sp.alpha_II_21_200 - elif name == 'alpha_RI_21_200': - value = self.sp.alpha_RI_21_200 - elif name == 'alpha_RR_21_200': - value = self.sp.alpha_RR_21_200 - elif name == 'alpha_II_201_2500': - value = self.sp.alpha_II_201_2500 - elif name == 'alpha_RI_201_2500': - value = self.sp.alpha_RI_201_2500 - elif name == 'alpha_RR_201_2500': - value = self.sp.alpha_RR_201_2500 - elif name == 'alpha_II_2_2500': - value = self.sp.alpha_II_2_2500 - elif name == 'alpha_RI_2_2500': - value = self.sp.alpha_RI_2_2500 - elif name == 'alpha_RR_2_2500': - value = self.sp.alpha_RR_2_2500 elif name == 'sigma8': - value = self.sp.sigma8 + self.compute(["fourier"]) + if (self.pt.has_pk_matter == _FALSE_): + raise CosmoSevereError("No power spectrum computed. In order to get sigma8, you must add mPk to the list of outputs.") + value = self.fo.sigma8[self.fo.index_pk_m] elif name == 'sigma8_cb': - value = self.sp.sigma8_cb + self.compute(["fourier"]) + if (self.pt.has_pk_matter == _FALSE_): + raise CosmoSevereError("No power spectrum computed. In order to get sigma8_cb, you must add mPk to the list of outputs.") + value = self.fo.sigma8[self.fo.index_pk_cb] + elif name == 'k_eq': + value = self.ba.a_eq*self.ba.H_eq + elif name == 'a_eq': + value = self.ba.a_eq + elif name == 'z_eq': + value = 1./self.ba.a_eq-1. + elif name == 'H_eq': + value = self.ba.H_eq + elif name == 'tau_eq': + value = self.ba.tau_eq + elif name == 'g_sd': + self.compute(["distortions"]) + if (self.sd.has_distortions == _FALSE_): + raise CosmoSevereError("No spectral distortions computed. In order to get g_sd, you must add sd to the list of outputs.") + value = self.sd.sd_parameter_table[0] + elif name == 'y_sd': + self.compute(["distortions"]) + if (self.sd.has_distortions == _FALSE_): + raise CosmoSevereError("No spectral distortions computed. In order to get y_sd, you must add sd to the list of outputs.") + value = self.sd.sd_parameter_table[1] + elif name == 'mu_sd': + self.compute(["distortions"]) + if (self.sd.has_distortions == _FALSE_): + raise CosmoSevereError("No spectral distortions computed. In order to get mu_sd, you must add sd to the list of outputs.") + value = self.sd.sd_parameter_table[2] + elif name == 'Omega0_smg' or name == 'Omega_smg': value = self.Omega0_smg() elif 'parameters_smg_real' in name: @@ -1739,7 +3037,7 @@ cdef class Class: try: index = int(name.split('_')[-1]) except: - print "Index not given or not an interger: printing the whole array" + print("Index not given or not an interger: printing the whole array") array = [] for i in range(carray_size): array.append(carray[i]) @@ -1749,7 +3047,7 @@ cdef class Class: return carray[index-1] else: raise CosmoSevereError("%s index is greater than array length" % name) - + def nonlinear_scale(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): """ nonlinear_scale(z, z_size) @@ -1770,16 +3068,18 @@ cdef class Class: #cdef double *k_nl #k_nl = calloc(z_size,sizeof(double)) for index_z in range(z_size): - if nonlinear_k_nl_at_z(&self.ba,&self.nl,z[index_z],&k_nl[index_z],&k_nl_cb[index_z]) == _FAILURE_: - raise CosmoSevereError(self.nl.error_message) + if fourier_k_nl_at_z(&self.ba,&self.fo,z[index_z],&k_nl[index_z],&k_nl_cb[index_z]) == _FAILURE_: + raise CosmoSevereError(self.fo.error_message) return k_nl def nonlinear_scale_cb(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): """ - nonlinear_scale(z, z_size) + +make nonlinear_scale_cb(z, z_size) Return the nonlinear scale for all the redshift specified in z, of size + z_size Parameters @@ -1796,14 +3096,194 @@ cdef class Class: #k_nl = calloc(z_size,sizeof(double)) if (self.ba.Omega0_ncdm_tot == 0.): raise CosmoSevereError( - "No massive neutrinos. You must use nonlinear_scale, rather than nonlinear_scale_cb." + "No massive neutrinos. You must use pk, rather than pk_cb." ) for index_z in range(z_size): - if nonlinear_k_nl_at_z(&self.ba,&self.nl,z[index_z],&k_nl[index_z],&k_nl_cb[index_z]) == _FAILURE_: - raise CosmoSevereError(self.nl.error_message) + if fourier_k_nl_at_z(&self.ba,&self.fo,z[index_z],&k_nl[index_z],&k_nl_cb[index_z]) == _FAILURE_: + raise CosmoSevereError(self.fo.error_message) return k_nl_cb + def fourier_hmcode_sigma8(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): + """ + fourier_hmcode_sigma8(z, z_size) + + Return sigma_8 for all the redshift specified in z, of size + + """ + cdef int index_z + + cdef np.ndarray[DTYPE_t, ndim=1] sigma_8 = np.zeros(z_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sigma_8_cb = np.zeros(z_size,'float64') + +# for index_z in range(z_size): +# if fourier_hmcode_sigma8_at_z(&self.ba,&self.fo,z[index_z],&sigma_8[index_z],&sigma_8_cb[index_z]) == _FAILURE_: +# raise CosmoSevereError(self.fo.error_message) + + return sigma_8 + + def fourier_hmcode_sigma8_cb(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): + """ + fourier_hmcode_sigma8(z, z_size) + + Return sigma_8 for all the redshift specified in z, of size + + """ + cdef int index_z + + cdef np.ndarray[DTYPE_t, ndim=1] sigma_8 = np.zeros(z_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sigma_8_cb = np.zeros(z_size,'float64') + +# for index_z in range(z_size): +# if fourier_hmcode_sigma8_at_z(&self.ba,&self.fo,z[index_z],&sigma_8[index_z],&sigma_8_cb[index_z]) == _FAILURE_: +# raise CosmoSevereError(self.fo.error_message) + + return sigma_8_cb + + def fourier_hmcode_sigmadisp(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): + """ + fourier_hmcode_sigmadisp(z, z_size) + + Return sigma_disp for all the redshift specified in z, of size + z_size + + Parameters + ---------- + z : numpy array + Array of requested redshifts + z_size : int + Size of the redshift array + """ + cdef int index_z + cdef np.ndarray[DTYPE_t, ndim=1] sigma_disp = np.zeros(z_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sigma_disp_cb = np.zeros(z_size,'float64') + +# for index_z in range(z_size): +# if fourier_hmcode_sigmadisp_at_z(&self.ba,&self.fo,z[index_z],&sigma_disp[index_z],&sigma_disp_cb[index_z]) == _FAILURE_: +# raise CosmoSevereError(self.fo.error_message) + + return sigma_disp + + def fourier_hmcode_sigmadisp_cb(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): + """ + fourier_hmcode_sigmadisp(z, z_size) + + Return sigma_disp for all the redshift specified in z, of size + z_size + + Parameters + ---------- + z : numpy array + Array of requested redshifts + z_size : int + Size of the redshift array + """ + cdef int index_z + cdef np.ndarray[DTYPE_t, ndim=1] sigma_disp = np.zeros(z_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sigma_disp_cb = np.zeros(z_size,'float64') + +# for index_z in range(z_size): +# if fourier_hmcode_sigmadisp_at_z(&self.ba,&self.fo,z[index_z],&sigma_disp[index_z],&sigma_disp_cb[index_z]) == _FAILURE_: +# raise CosmoSevereError(self.fo.error_message) + + return sigma_disp_cb + + def fourier_hmcode_sigmadisp100(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): + """ + fourier_hmcode_sigmadisp100(z, z_size) + + Return sigma_disp_100 for all the redshift specified in z, of size + z_size + + Parameters + ---------- + z : numpy array + Array of requested redshifts + z_size : int + Size of the redshift array + """ + cdef int index_z + cdef np.ndarray[DTYPE_t, ndim=1] sigma_disp_100 = np.zeros(z_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sigma_disp_100_cb = np.zeros(z_size,'float64') + +# for index_z in range(z_size): +# if fourier_hmcode_sigmadisp100_at_z(&self.ba,&self.fo,z[index_z],&sigma_disp_100[index_z],&sigma_disp_100_cb[index_z]) == _FAILURE_: +# raise CosmoSevereError(self.fo.error_message) + + return sigma_disp_100 + + def fourier_hmcode_sigmadisp100_cb(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): + """ + fourier_hmcode_sigmadisp100(z, z_size) + + Return sigma_disp_100 for all the redshift specified in z, of size + z_size + + Parameters + ---------- + z : numpy array + Array of requested redshifts + z_size : int + Size of the redshift array + """ + cdef int index_z + cdef np.ndarray[DTYPE_t, ndim=1] sigma_disp_100 = np.zeros(z_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sigma_disp_100_cb = np.zeros(z_size,'float64') + +# for index_z in range(z_size): +# if fourier_hmcode_sigmadisp100_at_z(&self.ba,&self.fo,z[index_z],&sigma_disp_100[index_z],&sigma_disp_100_cb[index_z]) == _FAILURE_: +# raise CosmoSevereError(self.fo.error_message) + + return sigma_disp_100_cb + + def fourier_hmcode_sigmaprime(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): + """ + fourier_hmcode_sigmaprime(z, z_size) + + Return sigma_disp for all the redshift specified in z, of size + z_size + + Parameters + ---------- + z : numpy array + Array of requested redshifts + z_size : int + Size of the redshift array + """ + cdef int index_z + cdef np.ndarray[DTYPE_t, ndim=1] sigma_prime = np.zeros(z_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sigma_prime_cb = np.zeros(z_size,'float64') + +# for index_z in range(z_size): +# if fourier_hmcode_sigmaprime_at_z(&self.ba,&self.fo,z[index_z],&sigma_prime[index_z],&sigma_prime_cb[index_z]) == _FAILURE_: +# raise CosmoSevereError(self.fo.error_message) + + return sigma_prime + + def fourier_hmcode_sigmaprime_cb(self, np.ndarray[DTYPE_t,ndim=1] z, int z_size): + """ + fourier_hmcode_sigmaprime(z, z_size) + + Return sigma_disp for all the redshift specified in z, of size + z_size + + Parameters + ---------- + z : numpy array + Array of requested redshifts + z_size : int + Size of the redshift array + """ + cdef int index_z + cdef np.ndarray[DTYPE_t, ndim=1] sigma_prime = np.zeros(z_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sigma_prime_cb = np.zeros(z_size,'float64') + +# for index_z in range(z_size): +# if fourier_hmcode_sigmaprime_at_z(&self.ba,&self.fo,z[index_z],&sigma_prime[index_z],&sigma_prime_cb[index_z]) == _FAILURE_: +# raise CosmoSevereError(self.fo.error_message) + + return sigma_prime_cb + def __call__(self, ctx): """ Function to interface with CosmoHammer @@ -1840,20 +3320,28 @@ cdef class Class: def get_pk_array(self, np.ndarray[DTYPE_t,ndim=1] k, np.ndarray[DTYPE_t,ndim=1] z, int k_size, int z_size, nonlinear): """ Fast function to get the power spectrum on a k and z array """ - cdef int nonlinearint cdef np.ndarray[DTYPE_t, ndim=1] pk = np.zeros(k_size*z_size,'float64') cdef np.ndarray[DTYPE_t, ndim=1] pk_cb = np.zeros(k_size*z_size,'float64') - nonlinearint=1 if nonlinear else 0 - spectra_fast_pk_at_kvec_and_zvec(&self.ba, &self.sp, k.data, k_size, z.data, z_size, pk.data, pk_cb.data, nonlinearint) + + if nonlinear == 0: + fourier_pks_at_kvec_and_zvec(&self.ba, &self.fo, pk_linear, k.data, k_size, z.data, z_size, pk.data, pk_cb.data) + + else: + fourier_pks_at_kvec_and_zvec(&self.ba, &self.fo, pk_nonlinear, k.data, k_size, z.data, z_size, pk.data, pk_cb.data) + return pk def get_pk_cb_array(self, np.ndarray[DTYPE_t,ndim=1] k, np.ndarray[DTYPE_t,ndim=1] z, int k_size, int z_size, nonlinear): """ Fast function to get the power spectrum on a k and z array """ - cdef int nonlinearint cdef np.ndarray[DTYPE_t, ndim=1] pk = np.zeros(k_size*z_size,'float64') cdef np.ndarray[DTYPE_t, ndim=1] pk_cb = np.zeros(k_size*z_size,'float64') - nonlinearint=1 if nonlinear else 0 - spectra_fast_pk_at_kvec_and_zvec(&self.ba, &self.sp, k.data, k_size, z.data, z_size, pk.data, pk_cb.data, nonlinearint) + + if nonlinear == 0: + fourier_pks_at_kvec_and_zvec(&self.ba, &self.fo, pk_linear, k.data, k_size, z.data, z_size, pk.data, pk_cb.data) + + else: + fourier_pks_at_kvec_and_zvec(&self.ba, &self.fo, pk_nonlinear, k.data, k_size, z.data, z_size, pk.data, pk_cb.data) + return pk_cb def Omega0_k(self): @@ -1862,3 +3350,199 @@ cdef class Class: def Omega0_cdm(self): return self.ba.Omega0_cdm + + def spectral_distortion_amplitudes(self): + if self.sd.type_size == 0: + raise CosmoSevereError("No spectral distortions have been calculated. Check that the output contains 'Sd' and the compute level is at least 'distortions'.") + cdef np.ndarray[DTYPE_t, ndim=1] sd_type_amps = np.zeros(self.sd.type_size,'float64') + for i in range(self.sd.type_size): + sd_type_amps[i] = self.sd.sd_parameter_table[i] + return sd_type_amps + + def spectral_distortion(self): + if self.sd.x_size == 0: + raise CosmoSevereError("No spectral distortions have been calculated. Check that the output contains 'Sd' and the compute level is at least 'distortions'.") + cdef np.ndarray[DTYPE_t, ndim=1] sd_amp = np.zeros(self.sd.x_size,'float64') + cdef np.ndarray[DTYPE_t, ndim=1] sd_nu = np.zeros(self.sd.x_size,'float64') + for i in range(self.sd.x_size): + sd_amp[i] = self.sd.DI[i]*self.sd.DI_units*1.e26 + sd_nu[i] = self.sd.x[i]*self.sd.x_to_nu + return sd_nu,sd_amp + + + def get_sources(self): + """ + Return the source functions for all k, tau in the grid. + + Returns + ------- + sources : dictionary containing source functions. + k_array : numpy array containing k values. + tau_array: numpy array containing tau values. + """ + sources = {} + + cdef: + int index_k, index_tau, i_index_type; + int index_type; + int index_md = self.pt.index_md_scalars; + double * k = self.pt.k[index_md]; + double * tau = self.pt.tau_sampling; + int index_ic = self.pt.index_ic_ad; + int k_size = self.pt.k_size[index_md]; + int tau_size = self.pt.tau_size; + int tp_size = self.pt.tp_size[index_md]; + double *** sources_ptr = self.pt.sources; + double [:,:] tmparray = np.zeros((k_size, tau_size)) ; + double [:] k_array = np.zeros(k_size); + double [:] tau_array = np.zeros(tau_size); + + names = [] + + for index_k in range(k_size): + k_array[index_k] = k[index_k] + for index_tau in range(tau_size): + tau_array[index_tau] = tau[index_tau] + + indices = [] + + if self.pt.has_source_t: + indices.extend([ + self.pt.index_tp_t0, + self.pt.index_tp_t1, + self.pt.index_tp_t2 + ]) + names.extend([ + "t0", + "t1", + "t2" + ]) + if self.pt.has_source_p: + indices.append(self.pt.index_tp_p) + names.append("p") + if self.pt.has_source_phi: + indices.append(self.pt.index_tp_phi) + names.append("phi") + if self.pt.has_source_phi_plus_psi: + indices.append(self.pt.index_tp_phi_plus_psi) + names.append("phi_plus_psi") + if self.pt.has_source_phi_prime: + indices.append(self.pt.index_tp_phi_prime) + names.append("phi_prime") + if self.pt.has_source_psi: + indices.append(self.pt.index_tp_psi) + names.append("psi") + if self.pt.has_source_H_T_Nb_prime: + indices.append(self.pt.index_tp_H_T_Nb_prime) + names.append("H_T_Nb_prime") + if self.pt.index_tp_k2gamma_Nb: + indices.append(self.pt.index_tp_k2gamma_Nb) + names.append("k2gamma_Nb") + if self.pt.has_source_h: + indices.append(self.pt.index_tp_h) + names.append("h") + if self.pt.has_source_h_prime: + indices.append(self.pt.index_tp_h_prime) + names.append("h_prime") + if self.pt.has_source_eta: + indices.append(self.pt.index_tp_eta) + names.append("eta") + if self.pt.has_source_eta_prime: + indices.append(self.pt.index_tp_eta_prime) + names.append("eta_prime") + if self.pt.has_source_delta_tot: + indices.append(self.pt.index_tp_delta_tot) + names.append("delta_tot") + if self.pt.has_source_delta_m: + indices.append(self.pt.index_tp_delta_m) + names.append("delta_m") + if self.pt.has_source_delta_cb: + indices.append(self.pt.index_tp_delta_cb) + names.append("delta_cb") + if self.pt.has_source_delta_g: + indices.append(self.pt.index_tp_delta_g) + names.append("delta_g") + if self.pt.has_source_delta_b: + indices.append(self.pt.index_tp_delta_b) + names.append("delta_b") + if self.pt.has_source_delta_cdm: + indices.append(self.pt.index_tp_delta_cdm) + names.append("delta_cdm") + if self.pt.has_source_delta_idm: + indices.append(self.pt.index_tp_delta_idm) + names.append("delta_idm") + if self.pt.has_source_delta_dcdm: + indices.append(self.pt.index_tp_delta_dcdm) + names.append("delta_dcdm") + if self.pt.has_source_delta_fld: + indices.append(self.pt.index_tp_delta_fld) + names.append("delta_fld") + if self.pt.has_source_delta_scf: + indices.append(self.pt.index_tp_delta_scf) + names.append("delta_scf") + if self.pt.has_source_delta_dr: + indices.append(self.pt.index_tp_delta_dr) + names.append("delta_dr") + if self.pt.has_source_delta_ur: + indices.append(self.pt.index_tp_delta_ur) + names.append("delta_ur") + if self.pt.has_source_delta_idr: + indices.append(self.pt.index_tp_delta_idr) + names.append("delta_idr") + if self.pt.has_source_delta_ncdm: + for incdm in range(self.ba.N_ncdm): + indices.append(self.pt.index_tp_delta_ncdm1+incdm) + names.append("delta_ncdm[{}]".format(incdm)) + if self.pt.has_source_theta_tot: + indices.append(self.pt.index_tp_theta_tot) + names.append("theta_tot") + if self.pt.has_source_theta_m: + indices.append(self.pt.index_tp_theta_m) + names.append("theta_m") + if self.pt.has_source_theta_cb: + indices.append(self.pt.index_tp_theta_cb) + names.append("theta_cb") + if self.pt.has_source_theta_g: + indices.append(self.pt.index_tp_theta_g) + names.append("theta_g") + if self.pt.has_source_theta_b: + indices.append(self.pt.index_tp_theta_b) + names.append("theta_b") + if self.pt.has_source_theta_cdm: + indices.append(self.pt.index_tp_theta_cdm) + names.append("theta_cdm") + if self.pt.has_source_theta_idm: + indices.append(self.pt.index_tp_theta_idm) + names.append("theta_idm") + if self.pt.has_source_theta_dcdm: + indices.append(self.pt.index_tp_theta_dcdm) + names.append("theta_dcdm") + if self.pt.has_source_theta_fld: + indices.append(self.pt.index_tp_theta_fld) + names.append("theta_fld") + if self.pt.has_source_theta_scf: + indices.append(self.pt.index_tp_theta_scf) + names.append("theta_scf") + if self.pt.has_source_theta_dr: + indices.append(self.pt.index_tp_theta_dr) + names.append("theta_dr") + if self.pt.has_source_theta_ur: + indices.append(self.pt.index_tp_theta_ur) + names.append("theta_ur") + if self.pt.has_source_theta_idr: + indices.append(self.pt.index_tp_theta_idr) + names.append("theta_idr") + if self.pt.has_source_theta_ncdm: + for incdm in range(self.ba.N_ncdm): + indices.append(self.pt.index_tp_theta_ncdm1+incdm) + names.append("theta_ncdm[{}]".format(incdm)) + + for index_type, name in zip(indices, names): + tmparray = np.empty((k_size,tau_size)) + for index_k in range(k_size): + for index_tau in range(tau_size): + tmparray[index_k][index_tau] = sources_ptr[index_md][index_ic*tp_size+index_type][index_tau*k_size + index_k]; + + sources[name] = np.asarray(tmparray) + + return (sources, np.asarray(k_array), np.asarray(tau_array)) diff --git a/python/setup.py b/python/setup.py index 74a9b7c9..3a29c298 100644 --- a/python/setup.py +++ b/python/setup.py @@ -24,6 +24,10 @@ root_folder = os.path.join(os.path.dirname(os.path.abspath(__file__)), "..") include_folder = os.path.join(root_folder, "include") classy_folder = os.path.join(root_folder, "python") +heat_folder = os.path.join(os.path.join(root_folder, "external"),"heating") +recfast_folder = os.path.join(os.path.join(root_folder, "external"),"RecfastCLASS") +hyrec_folder = os.path.join(os.path.join(root_folder, "external"),"HyRec2020") +hiclass_folder = os.path.join(os.path.join(root_folder, "gravity_smg"), "include") # Recover the CLASS version with open(os.path.join(include_folder, 'common.h'), 'r') as v_file: @@ -33,17 +37,23 @@ VERSION = line.split()[-1][2:-1] break +# Define cython extension and fix Python version +classy_ext = Extension("classy", [os.path.join(classy_folder, "classy.pyx")], + include_dirs=[nm.get_include(), include_folder, heat_folder, recfast_folder, hyrec_folder, hiclass_folder], + libraries=liblist, + library_dirs=[root_folder, GCCPATH], + #extra_link_args=['-lgomp'], + language="c++", + extra_compile_args=["-std=c++11"] + ) +import sys +classy_ext.cython_directives = {'language_level': "3" if sys.version_info.major>=3 else "2"} + setup( name='classy', version=VERSION, description='Python interface to the Cosmological Boltzmann code CLASS', url='http://www.class-code.net', cmdclass={'build_ext': build_ext}, - ext_modules=[Extension("classy", [os.path.join(classy_folder, "classy.pyx")], - include_dirs=[nm.get_include(), include_folder], - libraries=liblist, - library_dirs=[root_folder, GCCPATH], - extra_link_args=['-lgomp'], - )], - #data_files=[('bbn', ['../bbn/sBBN.dat'])] + ext_modules=[classy_ext], ) diff --git a/python/test_class.py b/python/test_class.py index 74cecb96..64da9f72 100644 --- a/python/test_class.py +++ b/python/test_class.py @@ -61,29 +61,53 @@ polarisation in the output. If not, CLASS is supposed to fail during the evaluation of the input module and return an error message. This fail is the correct behaviour of CLASS. To implement such a case, modify the function -test_incompatible_input(self) +has_incompatible_input(self) -Comparing output: When the flag 'COMPARE_OUTPUT' is set to true, the code will +Comparing output: When the flag 'COMPARE_OUTPUT_GAUGE' is set to true, the code will rerun CLASS for each case under Newtonian gauge and then compare Cl's and matter power spectrum. If the two are not close enough, it will generate a PDF plot of this and save it in the 'fail' folder. """ from __future__ import print_function -from classy import Class -from classy import CosmoSevereError +from six import iteritems +#from future.utils import iteritems +import matplotlib as mpl +mpl.use('Agg') + import itertools -import sys -import shutil -import os -import numpy as np -from math import log10 import matplotlib.pyplot as plt +import numpy as np +import os +import shutil import unittest -from nose_parameterized import parameterized -# To avoid testing for differences between synchronous and Newtonian gauge, set -# this flag to False -COMPARE_OUTPUT = True +from classy import Class +from classy import CosmoSevereError +from math import log10 +from matplotlib.offsetbox import AnchoredText +from nose.plugins.attrib import attr +from parameterized import parameterized + +# Customise test by reading environment variables +CLASS_VERBOSE = bool(int(os.getenv('CLASS_VERBOSE', '0'))) # Print output from CLASS? +COMPARE_OUTPUT_GAUGE = bool(int(os.getenv('COMPARE_OUTPUT_GAUGE', '0'))) # Compare synchronous and Newtonian gauge outputs? +COMPARE_OUTPUT_REF = bool(int(os.getenv('COMPARE_OUTPUT_REF', '0'))) # Compare classy with classyref? +POWER_ALL = bool(int(os.getenv('POWER_ALL', '0'))) # Combine every extension with each other? (Very slow!) +TEST_LEVEL = int(os.getenv('TEST_LEVEL', '0')) # 0 <= TEST_LEVEL <= 3 + +if COMPARE_OUTPUT_REF: + try: + import classyref + except: + COMPARE_OUTPUT_REF = False +# Define bounds on the relative and absolute errors of C(l) and P(k) +# between reference, Newtonian and Synchronous gauge +COMPARE_CL_RELATIVE_ERROR = 3e-3 +COMPARE_CL_RELATIVE_ERROR_GAUGE = 5*3e-3 +COMPARE_CL_ABSOLUTE_ERROR = 1e-20 +COMPARE_PK_RELATIVE_ERROR = 1e-2 +COMPARE_PK_RELATIVE_ERROR_GAUGE = 5*1e-2 +COMPARE_PK_ABSOLUTE_ERROR = 1e-20 # Dictionary of models to test the wrapper against. Each of these scenario will # be run against all the possible output choices (nothing, tCl, mPk, etc...), @@ -92,48 +116,13 @@ # against. Indeed, when not specifying a field, CLASS takes the default input. CLASS_INPUT = {} -#CLASS_INPUT['Mnu'] = ( -# [{'N_eff': 0.0, 'N_ncdm': 1, 'm_ncdm': 0.06, 'deg_ncdm': 3.0}, -# {'N_eff': 1.5, 'N_ncdm': 1, 'm_ncdm': 0.03, 'deg_ncdm': 1.5}], -# 'normal') - -#CLASS_INPUT['Curvature'] = ( -# [{'Omega_k': 0.01}, -# {'Omega_k': -0.01}], -# 'normal') - -CLASS_INPUT['Isocurvature_modes'] = ( - [{'ic': 'ad,nid,cdi', 'c_ad_cdi': -0.5}], - 'normal') - -#CLASS_INPUT['Scalar_field'] = ( - #[{'Omega_scf': 0.1, 'attractor_ic_scf': 'yes', - #'scf_parameters': '10, 0, 0, 0'}], - #'normal') - -CLASS_INPUT['Inflation'] = ( - [{'P_k_ini type': 'inflation_V'}, - {'P_k_ini type': 'inflation_H'}, - {'P_k_ini type': 'inflation_V_end'}], - 'normal') - -CLASS_INPUT['modes'] = ( - [{'modes': 't'}, - {'modes': 's, t'}], - 'power') - -CLASS_INPUT['Tensor_method'] = ( - [{'tensor method': 'exact'}, - {'tensor method': 'photons'}], - 'power') - CLASS_INPUT['Output_spectra'] = ( - [{'output': 'mPk', 'P_k_max_1/Mpc': 10}, + [{'output': 'mPk', 'P_k_max_1/Mpc': 2}, {'output': 'tCl'}, {'output': 'tCl pCl lCl'}, - {'output': 'mPk tCl lCl', 'P_k_max_1/Mpc': 10}, + {'output': 'mPk tCl lCl', 'P_k_max_1/Mpc': 2}, {'output': 'nCl sCl'}, - {'output': 'tCl pCl lCl nCl sCl'}], + {'output': 'tCl pCl nCl sCl'}], 'power') CLASS_INPUT['Nonlinear'] = ( @@ -144,11 +133,52 @@ [{'lensing': 'yes'}], 'power') -# Let's kill the machine (replace all 'normal' flags with power', uncomment at -# you own risk) -# for k, v in CLASS_INPUT.iteritems(): -# models, state = v -# CLASS_INPUT[k] = (models, 'power') +if TEST_LEVEL > 0: + CLASS_INPUT['Mnu'] = ( + [{'N_ur': 0.0, 'N_ncdm': 1, 'm_ncdm': 0.06, 'deg_ncdm': 3.0}, + {'N_ur': 1.5, 'N_ncdm': 1, 'm_ncdm': 0.03, 'deg_ncdm': 1.5}], + 'normal') + +if TEST_LEVEL > 1: + CLASS_INPUT['Curvature'] = ( + [{'Omega_k': 0.01}, + {'Omega_k': -0.01}], + 'normal') + + CLASS_INPUT['modes'] = ( + [{'modes': 't'}, + {'modes': 's, t'}], + 'power') + + CLASS_INPUT['Tensor_method'] = ( + [{'tensor method': 'exact'}, + {'tensor method': 'photons'}], + 'power') + +if TEST_LEVEL > 2: + CLASS_INPUT['Isocurvature_modes'] = ( + [{'ic': 'ad,nid,cdi', 'c_ad_cdi': -0.5}], + 'normal') + + CLASS_INPUT['Scalar_field'] = ( + [{'Omega_scf': 0.1, 'attractor_ic_scf': 'yes', + 'scf_parameters': '10, 0, 0, 0'}], + 'normal') + + CLASS_INPUT['Inflation'] = ( + [{'P_k_ini type': 'inflation_V'}, + {'P_k_ini type': 'inflation_H'}], + 'normal') + # CLASS_INPUT['Inflation'] = ( + # [{'P_k_ini type': 'inflation_V'}, + # {'P_k_ini type': 'inflation_H'}, + # {'P_k_ini type': 'inflation_V_end'}], + # 'normal') + +if POWER_ALL: + for k, v in iteritems(CLASS_INPUT): + models, state = v + CLASS_INPUT[k] = (models, 'power') INPUTPOWER = [] INPUTNORMAL = [{}] @@ -181,6 +211,21 @@ def powerset(iterable): return itertools.chain.from_iterable( itertools.combinations(xs, n) for n in range(1, len(xs)+1)) +def custom_name_func(testcase_func, param_num, param): + special_keys = ['N_ncdm'] + somekeys = [] + for key in param.args[0]: + if key in special_keys: + somekeys.append(key) + elif 'mega' in key: + somekeys.append(key) + + res = '{}_{:04d}_{}'.format( + testcase_func.__name__, + param_num, + parameterized.to_safe_name('_'.join(somekeys)) + ) + return res.strip('_') class TestClass(unittest.TestCase): """ @@ -195,19 +240,19 @@ class TestClass(unittest.TestCase): """ @classmethod - def setUpClass(self): - self.faulty_figs_path = os.path.join( + def setUpClass(cls): + cls.faulty_figs_path = os.path.join( os.path.sep.join(os.path.realpath(__file__).split( os.path.sep)[:-1]), 'faulty_figs') - if os.path.isdir(self.faulty_figs_path): - shutil.rmtree(self.faulty_figs_path) + if os.path.isdir(cls.faulty_figs_path): + shutil.rmtree(cls.faulty_figs_path) - os.mkdir(self.faulty_figs_path) + os.mkdir(cls.faulty_figs_path) @classmethod - def tearDownClass(self): + def tearDownClass(cls): pass def setUp(self): @@ -218,24 +263,31 @@ def setUp(self): self.cosmo = Class() self.cosmo_newt = Class() - self.verbose = { - 'input_verbose': 1, - 'background_verbose': 1, - 'thermodynamics_verbose': 1, - 'perturbations_verbose': 1, - 'transfer_verbose': 1, - 'primordial_verbose': 1, - 'spectra_verbose': 1, - 'nonlinear_verbose': 1, - 'lensing_verbose': 1, - 'output_verbose': 1} + if CLASS_VERBOSE: + self.verbose = { + 'input_verbose': 1, + 'background_verbose': 1, + 'thermodynamics_verbose': 1, + 'perturbations_verbose': 1, + 'transfer_verbose': 1, + 'primordial_verbose': 1, + 'harmonic_verbose': 1, + 'fourier_verbose': 1, + 'lensing_verbose': 1, + 'distortions_verbose': 1, + 'output_verbose': 1, + } + else: + self.verbose = {} self.scenario = {} def tearDown(self): self.cosmo.struct_cleanup() self.cosmo.empty() + self.cosmo = 0 self.cosmo_newt.struct_cleanup() self.cosmo_newt.empty() + self.cosmo_newt = 0 del self.scenario def poormansname(self, somedict): @@ -247,101 +299,109 @@ def poormansname(self, somedict): string = string.replace(' ', '') return string - @parameterized.expand(TUPLE_ARRAY) - def test_0wrapper_implementation(self, inputdict): - """Create a few instances based on different cosmologies""" + @parameterized.expand(TUPLE_ARRAY, doc_func=custom_name_func, custom_name_func=custom_name_func) + @attr('dump_ini_files') + def test_Valgrind(self, inputdict): + """Dump files""" self.scenario.update(inputdict) - - self.name = self.poormansname(inputdict) - - sys.stderr.write('\n\n---------------------------------\n') - sys.stderr.write('| Test case %s |\n' % self.name) - sys.stderr.write('---------------------------------\n') - for key, value in list(self.scenario.items()): - sys.stderr.write("%s = %s\n" % (key, value)) - sys.stdout.write("%s = %s\n" % (key, value)) - sys.stderr.write("\n") - - setting = self.cosmo.set( - dict(list(self.verbose.items())+list(self.scenario.items()))) - self.assertTrue(setting, "Class failed to initialize with input dict") + self.name = self._testMethodName + if self.has_incompatible_input(): + return + path = os.path.join(self.faulty_figs_path, self.name) + self.store_ini_file(path) + self.scenario.update({'gauge':'Newtonian'}) + self.store_ini_file(path + 'N') + + @parameterized.expand(TUPLE_ARRAY, doc_func=custom_name_func, custom_name_func=custom_name_func) + @attr('test_scenario') + def test_scenario(self, inputdict): + """Test scenario""" + self.scenario.update(inputdict) + self.name = self._testMethodName + self.cosmo.set(dict(itertools.chain(self.verbose.items(), self.scenario.items()))) cl_dict = { 'tCl': ['tt'], 'lCl': ['pp'], - 'pCl': ['ee', 'bb']} - density_cl_list = ['nCl', 'sCl'] + 'pCl': ['ee', 'bb'], + 'nCl': ['dd'], + 'sCl': ['ll'], + } # 'lensing' is always set to yes. Therefore, trying to compute 'tCl' or - # 'pCl' will fail except if we also ask for 'lCl'. The flag - # 'should_fail' stores this status. - sys.stderr.write('Should') - should_fail = self.test_incompatible_input() - if should_fail: - sys.stderr.write(' fail...\n') - else: - sys.stderr.write(' not fail...\n') - - if not should_fail: - self.cosmo.compute() - else: + # 'pCl' will fail except if we also ask for 'lCl'. + if self.has_incompatible_input(): self.assertRaises(CosmoSevereError, self.cosmo.compute) return + else: + self.cosmo.compute() self.assertTrue( self.cosmo.state, "Class failed to go through all __init__ methods") - if self.cosmo.state: - print('--> Class is ready') # Depending - if 'output' in list(self.scenario.keys()): + if 'output' in self.scenario: # Positive tests of raw cls output = self.scenario['output'] for elem in output.split(): - if elem in list(cl_dict.keys()): + if elem in cl_dict: for cl_type in cl_dict[elem]: - sys.stderr.write( - '--> testing raw_cl for %s\n' % cl_type) - cl = self.cosmo.raw_cl(100) + is_density_cl = (elem == 'nCl' or elem == 'sCl') + if is_density_cl: + cl = self.cosmo.density_cl(100) + else: + cl = self.cosmo.raw_cl(100) self.assertIsNotNone(cl, "raw_cl returned nothing") - self.assertEqual( - np.shape(cl[cl_type])[0], 101, - "raw_cl returned wrong size") - # TODO do the same for lensed if 'lCl' is there, and for - # density cl + cl_length = np.shape(cl[cl_type][0])[0] if is_density_cl else np.shape(cl[cl_type])[0] + self.assertEqual(cl_length, 101, "raw_cl returned wrong size") if elem == 'mPk': - sys.stderr.write('--> testing pk function\n') pk = self.cosmo.pk(0.1, 0) self.assertIsNotNone(pk, "pk returned nothing") # Negative tests of output functions - if not any([elem in list(cl_dict.keys()) for elem in output.split()]): - sys.stderr.write('--> testing absence of any Cl\n') + if not any([elem in cl_dict for elem in output.split()]): + # testing absence of any Cl self.assertRaises(CosmoSevereError, self.cosmo.raw_cl, 100) if 'mPk' not in output.split(): - sys.stderr.write('--> testing absence of mPk\n') + # testing absence of mPk self.assertRaises(CosmoSevereError, self.cosmo.pk, 0.1, 0) - if COMPARE_OUTPUT: - # Now, compute with Newtonian gauge, and compare the results + if COMPARE_OUTPUT_REF or COMPARE_OUTPUT_GAUGE: + # Now compute same scenario in Newtonian gauge self.cosmo_newt.set( dict(list(self.verbose.items())+list(self.scenario.items()))) self.cosmo_newt.set({'gauge': 'newtonian'}) self.cosmo_newt.compute() - # Check that the computation worked + + if COMPARE_OUTPUT_GAUGE: + # Compare synchronous and Newtonian gauge self.assertTrue( self.cosmo_newt.state, "Class failed to go through all __init__ methods in Newtonian gauge") - self.compare_output(self.cosmo, self.cosmo_newt) + self.compare_output(self.cosmo, "Synchronous", self.cosmo_newt, 'Newtonian', COMPARE_CL_RELATIVE_ERROR_GAUGE, COMPARE_PK_RELATIVE_ERROR_GAUGE) + + if COMPARE_OUTPUT_REF: + # Compute reference models in both gauges and compare + cosmo_ref = classyref.Class() + cosmo_ref.set(self.cosmo.pars) + cosmo_ref.compute() + status = self.compare_output(cosmo_ref, "Reference", self.cosmo, 'Synchronous', COMPARE_CL_RELATIVE_ERROR, COMPARE_PK_RELATIVE_ERROR) + assert status, 'Reference comparison failed in Synchronous gauge!' - def test_incompatible_input(self): + cosmo_ref = classyref.Class() + cosmo_ref.set(self.cosmo_newt.pars) + cosmo_ref.compute() + self.compare_output(cosmo_ref, "Reference", self.cosmo_newt, 'Newtonian', COMPARE_CL_RELATIVE_ERROR, COMPARE_PK_RELATIVE_ERROR) + assert status, 'Reference comparison failed in Newtonian gauge!' + + def has_incompatible_input(self): should_fail = False # If we have tensor modes, we must have one tensor observable, # either tCl or pCl. if has_tensor(self.scenario): - if 'output' not in list(self.scenario.keys()): + if 'output' not in self.scenario: should_fail = True else: output = self.scenario['output'].split() @@ -350,8 +410,8 @@ def test_incompatible_input(self): # If we have specified lensing, we must have lCl in output, # otherwise lensing will not be read (which is an error). - if 'lensing' in list(self.scenario.keys()): - if 'output' not in list(self.scenario.keys()): + if 'lensing' in self.scenario: + if 'output' not in self.scenario: should_fail = True else: output = self.scenario['output'].split() @@ -361,33 +421,37 @@ def test_incompatible_input(self): should_fail = True # If we have specified a tensor method, we must have tensors. - if 'tensor method' in list(self.scenario.keys()): + if 'tensor method' in self.scenario: if not has_tensor(self.scenario): should_fail = True # If we have specified non linear, we must have some form of # perturbations output. - if 'non linear' in list(self.scenario.keys()): - if 'output' not in list(self.scenario.keys()): + if 'non linear' in self.scenario: + if 'output' not in self.scenario: should_fail = True - # If we ask for Cl's of lensing potential, we must have scalar modes. - if 'output' in list(self.scenario.keys()) and 'lCl' in self.scenario['output'].split(): - if 'modes' in list(self.scenario.keys()) and self.scenario['modes'].find('s') == -1: - should_fail = True + # If we ask for Cl's of lensing potential, number counts or cosmic shear, we must have scalar modes. + # The same applies to density and velocity transfer functions and the matter power spectrum: + if 'output' in self.scenario and 'modes' in self.scenario and self.scenario['modes'].find('s') == -1: + requested_output_types = set(self.scenario['output'].split()) + for scalar_output_type in ['lCl', 'nCl', 'dCl', 'sCl', 'mPk', 'dTk', 'mTk', 'vTk']: + if scalar_output_type in requested_output_types: + should_fail = True + break # If we specify initial conditions (for scalar modes), we must have # perturbations and scalar modes. - if 'ic' in list(self.scenario.keys()): - if 'modes' in list(self.scenario.keys()) and self.scenario['modes'].find('s') == -1: + if 'ic' in self.scenario: + if 'modes' in self.scenario and self.scenario['modes'].find('s') == -1: should_fail = True - if 'output' not in list(self.scenario.keys()): + if 'output' not in self.scenario: should_fail = True # If we use inflation module, we must have scalar modes, # tensor modes, no vector modes and we should only have adiabatic IC: - if 'P_k_ini type' in list(self.scenario.keys()) and self.scenario['P_k_ini type'].find('inflation') != -1: - if 'modes' not in list(self.scenario.keys()): + if 'P_k_ini type' in self.scenario and self.scenario['P_k_ini type'].find('inflation') != -1: + if 'modes' not in self.scenario: should_fail = True else: if self.scenario['modes'].find('s') == -1: @@ -396,18 +460,15 @@ def test_incompatible_input(self): should_fail = True if self.scenario['modes'].find('t') == -1: should_fail = True - if 'ic' in list(self.scenario.keys()) and self.scenario['ic'].find('i') != -1: + if 'ic' in self.scenario and self.scenario['ic'].find('i') != -1: should_fail = True return should_fail - def compare_output(self, reference, candidate): - sys.stderr.write('\n\n---------------------------------\n') - sys.stderr.write('| Comparing synch and Newt: |\n') - sys.stderr.write('---------------------------------\n') - - for elem in ['raw_cl', 'lensed_cl', 'density_cl']: + def compare_output(self, reference, reference_name, candidate, candidate_name, rtol_cl, rtol_pk): + status_pass = True + for elem in ['raw_cl', 'lensed_cl']: # Try to get the elem, but if they were not computed, a # CosmoComputeError should be raised. In this case, ignore the # whole block. @@ -418,35 +479,31 @@ def compare_output(self, reference, candidate): ref = getattr(reference, elem)() for key, value in list(ref.items()): if key != 'ell': - sys.stderr.write('--> testing equality of %s %s\n' % ( - elem, key)) # For all self spectra, try to compare allclose if key[0] == key[1]: # If it is a 'dd' or 'll', it is a dictionary. if isinstance(value, dict): - for subkey in list(value.keys()): + for subkey in value: try: np.testing.assert_allclose( - value[subkey], to_test[key][subkey], - rtol=1e-03, atol=1e-20) + value[subkey], + to_test[key][subkey], + rtol=rtol_cl, + atol=COMPARE_CL_ABSOLUTE_ERROR) except AssertionError: - self.cl_faulty_plot(elem+"_"+key, - value[subkey][2:], - to_test[key][subkey][2:]) + self.cl_faulty_plot(elem + "_" + key, value[subkey][2:], reference_name, to_test[key][subkey][2:], candidate_name, rtol_cl) except TypeError: - self.cl_faulty_plot(elem+"_"+key, - value[subkey][2:], - to_test[key][subkey][2:]) + self.cl_faulty_plot(elem + "_" + key, value[subkey][2:], reference_name, to_test[key][subkey][2:], candidate_name, rtol_cl) else: try: np.testing.assert_allclose( - value, to_test[key], rtol=1e-03, atol=1e-20) - except AssertionError: - self.cl_faulty_plot(elem+"_"+key, - value[2:], to_test[key][2:]) - except TypeError: - self.cl_faulty_plot(elem+"_"+key, - value[2:], to_test[key][2:]) + value, + to_test[key], + rtol=rtol_cl, + atol=COMPARE_CL_ABSOLUTE_ERROR) + except (AssertionError, TypeError) as e: + self.cl_faulty_plot(elem + "_" + key, value[2:], reference_name, to_test[key][2:], candidate_name, rtol_cl) + status_pass = False # For cross-spectra, as there can be zero-crossing, we # instead compare the difference. else: @@ -459,84 +516,90 @@ def compare_output(self, reference, candidate): np.testing.assert_array_almost_equal( value, to_test[key], decimal=3) except AssertionError: - self.cl_faulty_plot(elem+"_"+key, - value[2:], to_test[key][2:]) + self.cl_faulty_plot(elem + "_" + key, value[2:], reference_name, to_test[key][2:], candidate_name, rtol_cl) + status_pass = False - if 'output' in list(self.scenario.keys()): + if 'output' in self.scenario: if self.scenario['output'].find('mPk') != -1: - sys.stderr.write('--> testing equality of Pk') - k = np.logspace( - -2, log10(self.scenario['P_k_max_1/Mpc'])) - reference_pk = np.array( - [reference.pk(elem, 0) for elem in k]) - candidate_pk = np.array( - [candidate.pk(elem, 0) for elem in k]) + # testing equality of Pk + k = np.logspace(-2, log10(self.scenario['P_k_max_1/Mpc']), 50) + reference_pk = np.array([reference.pk(elem, 0) for elem in k]) + candidate_pk = np.array([candidate.pk(elem, 0) for elem in k]) try: np.testing.assert_allclose( - reference_pk, candidate_pk, rtol=5e-03, atol=1e-20) + reference_pk, + candidate_pk, + rtol=rtol_pk, + atol=COMPARE_PK_ABSOLUTE_ERROR) except AssertionError: - self.pk_faulty_plot(k, reference_pk, candidate_pk) + self.pk_faulty_plot(k, reference_pk, reference_name, candidate_pk, candidate_name, rtol_pk) + status_pass = False + + return status_pass + + def store_ini_file(self, path): + parameters = dict(list(self.verbose.items()) + list(self.scenario.items())) + with open(path + '.ini', 'w') as param_file: + param_file.write('# ' + str(parameters) + '\n') + if len(parameters) == 0: + # CLASS complains if the .ini file does not do anything. + param_file.write('write warnings = yes\n') + for key, value in list(parameters.items()): + param_file.write(key + " = " + str(value)+ '\n') - def cl_faulty_plot(self, cl_type, reference, candidate): + def cl_faulty_plot(self, cl_type, reference, reference_name, candidate, candidate_name, rtol): path = os.path.join(self.faulty_figs_path, self.name) + fig, axes = plt.subplots(2, 1, sharex=True) + ell = np.arange(max(np.shape(candidate))) + 2 + factor = ell*(ell + 1)/(2*np.pi) if cl_type[-2:] != 'pp' else ell**5 + axes[0].plot(ell, factor*reference, label=reference_name) + axes[0].plot(ell, factor*candidate, label=candidate_name) + axes[1].semilogy(ell, 100*abs(candidate/reference - 1), label=cl_type) + axes[1].axhline(y=100*rtol, color='k', ls='--') + + axes[-1].set_xlabel(r'$\ell$') + if cl_type[-2:] == 'pp': + axes[0].set_ylabel(r'$\ell^5 C_\ell^\mathrm{{{_cl_type}}}$'.format(_cl_type=cl_type[-2:].upper())) + else: + axes[0].set_ylabel(r'$\ell(\ell + 1)/(2\pi)C_\ell^\mathrm{{{_cl_type}}}$'.format(_cl_type=cl_type[-2:].upper())) + axes[1].set_ylabel('Relative error [%]') - fig = plt.figure() - ax_lin = plt.subplot(211) - ax_log = plt.subplot(212) - ell = np.arange(max(np.shape(candidate)))+2 - ax_lin.plot(ell, 1-candidate/reference) - ax_log.loglog(ell, abs(1-candidate/reference)) - - ax_lin.set_xlabel('l') - ax_log.set_xlabel('l') - ax_lin.set_ylabel('1-candidate/reference') - ax_log.set_ylabel('abs(1-candidate/reference)') - - ax_lin.set_title(self.name) - ax_log.set_title(self.name) - - ax_lin.legend([cl_type]) - ax_log.legend([cl_type]) + for ax in axes: + ax.legend(loc='upper right') - fig.savefig(path+'_'+cl_type+'.pdf') + fig.tight_layout() + fname = '{}_{}_{}_vs_{}.pdf'.format(path, cl_type, reference_name, candidate_name) + fig.savefig(fname, bbox_inches='tight') + plt.close(fig) # Store parameters (contained in self.scenario) to text file - parameters = dict(list(self.verbose.items())+list(self.scenario.items())) - with open(path+'.ini', 'w') as param_file: - for key, value in list(parameters.items()): - param_file.write(key+" = "+str(value)+'\n') + self.store_ini_file(path) - def pk_faulty_plot(self, k, reference, candidate): + def pk_faulty_plot(self, k, reference, reference_name, candidate, candidate_name, rtol): path = os.path.join(self.faulty_figs_path, self.name) - fig = plt.figure() - ax_lin = plt.subplot(211) - ax_log = plt.subplot(212) - ax_lin.plot(k, 1-candidate/reference) - ax_log.loglog(k, abs(1-candidate/reference)) + fig, axes = plt.subplots(2, 1, sharex=True) + axes[0].loglog(k, k**1.5*reference, label=reference_name) + axes[0].loglog(k, k**1.5*candidate, label=candidate_name) + axes[0].legend(loc='upper right') - ax_lin.set_xlabel('k') - ax_log.set_xlabel('k') - ax_lin.set_ylabel('1-candidate/reference') - ax_log.set_ylabel('abs(1-candidate/reference)') + axes[1].loglog(k, 100*np.abs(candidate/reference - 1)) + axes[1].axhline(y=100*rtol, color='k', ls='--') - ax_lin.set_title(self.name) - ax_log.set_title(self.name) + axes[-1].set_xlabel(r'$k\quad [\mathrm{Mpc}^{-1}]$') + axes[0].set_ylabel(r'$k^\frac{3}{2}P(k)$') + axes[1].set_ylabel(r'Relative error [%]') - ax_lin.legend('$P_k$') - ax_log.legend('$P_k$') - - fig.savefig(path+'_'+'pk'+'.pdf') + fig.tight_layout() + fname = path + '_pk_{}_vs_{}.pdf'.format(reference_name, candidate_name) + fig.savefig(fname, bbox_inches='tight') + plt.close(fig) # Store parameters (contained in self.scenario) to text file - parameters = dict(list(self.verbose.items())+list(self.scenario.items())) - with open(path+'.ini', 'w') as param_file: - for key, value in list(parameters.items()): - param_file.write(key+" = "+str(value)+'\n') - + self.store_ini_file(path) def has_tensor(input_dict): - if 'modes' in list(input_dict.keys()): + if 'modes' in input_dict: if input_dict['modes'].find('t') != -1: return True else: diff --git a/scripts/Growth_with_w.py b/scripts/Growth_with_w.py new file mode 100644 index 00000000..471b3c61 --- /dev/null +++ b/scripts/Growth_with_w.py @@ -0,0 +1,305 @@ +#!/usr/bin/env python +# coding: utf-8 + +# In[ ]: + + +#get_ipython().run_line_magic('matplotlib', 'inline') +import matplotlib +import matplotlib.pyplot as plt +import numpy as np +from classy import Class +from scipy import interpolate + + +# In[ ]: + + +w0vec = [-0.7, -1.0, -1.3] +wavec = [-0.2,0.0,0.2] +#w0vec = [-1.0] +#wavec = [0.0] + +cosmo = {} +for w0 in w0vec: + for wa in wavec: + if w0==-1.0 and wa==0.0: + M='LCDM' + else: + M = '('+str(w0)+','+str(wa)+')' + cosmo[M] = Class() + cosmo[M].set({'input_verbose':1,'background_verbose':1,'gauge' : 'Newtonian'}) + if M!='LCDM': + cosmo[M].set({'Omega_Lambda':0.,'w0_fld':w0,'wa_fld':wa}) + cosmo[M].compute() + + +# In[ ]: + + +import scipy +import scipy.special +import scipy.integrate + +def D_hypergeom(avec,csm): + bg = csm.get_background() + Om = csm.Omega0_m() + if '(.)rho_lambda' in bg: + Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1] + else: + Ol = bg['(.)rho_fld'][-1]/bg['(.)rho_crit'][-1] + + x = Ol/Om*avec**3 + D = avec*scipy.special.hyp2f1(1./3.,1,11./6.,-x) + D_today = scipy.special.hyp2f1(1./3.,1,11./6.,-Ol/Om) + return D/D_today + +def f_hypergeom(avec,csm): + bg = csm.get_background() + Om = csm.Omega0_m() + if '(.)rho_lambda' in bg: + Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1] + else: + Ol = bg['(.)rho_fld'][-1]/bg['(.)rho_crit'][-1] + + x = Ol/Om*avec**3 + D = avec*scipy.special.hyp2f1(1./3.,1,11./6.,-x) + f = 1.-6./11.*x*avec/D*scipy.special.hyp2f1(4./3.,2,17./6.,-x) + return f + +def D_integral2(avec,csm): + bg = csm.get_background() + Om = csm.Omega0_m() + if '(.)rho_lambda' in bg: + Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1] + w0 = -1 + wa = 0.0 + else: + Ol = bg['(.)rho_fld'][-1]/bg['(.)rho_crit'][-1] + w0 = csm.pars['w0_fld'] + wa = csm.pars['wa_fld'] + D = np.zeros(avec.shape) + for idx, a in enumerate(avec): + Hc = a*np.sqrt(Om/a**3 + Ol*a**(-3*(1+w0+wa))*np.exp(-3.*(1.0-a)*wa) ) + Dintegrand2 = lambda a: (a*np.sqrt(Om/a**3 + Ol*a**(-3*(1+w0+wa))*np.exp(-3.*(1.0-a)*wa) ))**(-3) + I = scipy.integrate.quad(Dintegrand2, 1e-15,a) + D[idx] = Hc/a*I[0] + D = D/scipy.integrate.quad(Dintegrand2,1e-15,1)[0] + return D + +def D_integral(avec,csm): + bg = csm.get_background() + Om = csm.Omega0_m() + Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1] + Or = 1-Om-Ol + def Dintegrand(a): + Hc = np.sqrt(Om/a+Ol*a*a+Or/a/a) + #print a,Hc + return Hc**(-3) + D = np.zeros(avec.shape) + for idx, a in enumerate(avec): + #if a<1e-4: + # continue + Hc = np.sqrt(Om/a+Ol*a*a+Or/a/a) + I = scipy.integrate.quad(Dintegrand,1e-15,a,args=()) + D[idx] = Hc/a*I[0] + D = D/scipy.integrate.quad(Dintegrand,1e-15,1,args=())[0] + return D + +def D_linder(avec,csm): + bg = csm.get_background() + if '(.)rho_lambda' in bg: + Ol = bg['(.)rho_lambda'][-1]/bg['(.)rho_crit'][-1] + w0 = -1 + wa = 0.0 + else: + Ol = bg['(.)rho_fld'][-1]/bg['(.)rho_crit'][-1] + w0 = csm.pars['w0_fld'] + wa = csm.pars['wa_fld'] + + Om_of_a = (bg['(.)rho_cdm']+bg['(.)rho_b'])/bg['H [1/Mpc]']**2 + gamma = 0.55+0.05*(w0+0.5*wa) + a_bg = 1./(1.+bg['z']) + + integ = (Om_of_a**gamma-1.)/a_bg + + integ_interp = interpolate.interp1d(a_bg,integ) + D = np.zeros(avec.shape) + amin = min(a_bg) + amin = 1e-3 + for idx, a in enumerate(avec): + if atau_table[0], + /** - check that log(a) = log(1/(1+z)) = -log(1+z) is in the pre-computed range */ + loga = -log(1+z); + + class_test(loga < pba->loga_table[0], pba->error_message, - "out of range: tau=%e < tau_min=%e, you should decrease the precision parameter a_ini_over_a_today_default\n",tau,pba->tau_table[0]); + "out of range: a/a_0 = %e < a_min/a_0 = %e, you should decrease the precision parameter a_ini_over_a_today_default\n",1./(1.+z),exp(pba->loga_table[0])); - class_test(tau > pba->tau_table[pba->bt_size-1], + class_test(loga > pba->loga_table[pba->bt_size-1], pba->error_message, - "out of range: tau=%e > tau_max=%e\n",tau,pba->tau_table[pba->bt_size-1]); + "out of range: a/a_0 = %e > a_max/a_0 = %e\n",1./(1.+z),exp(pba->loga_table[pba->bt_size-1])); /** - deduce length of returned vector from format mode */ - if (return_format == pba->normal_info) { + if (return_format == normal_info) { pvecback_size=pba->bg_size_normal; } else { - if (return_format == pba->short_info) { + if (return_format == short_info) { pvecback_size=pba->bg_size_short; } else { @@ -135,18 +174,19 @@ int background_at_tau( } } + /** - interpolate from pre-computed table with array_interpolate() or array_interpolate_growing_closeby() (depending on interpolation mode) */ - if (intermode == pba->inter_normal) { + if (inter_mode == inter_normal) { class_call(array_interpolate_spline( - pba->tau_table, + pba->loga_table, pba->bt_size, pba->background_table, - pba->d2background_dtau2_table, + pba->d2background_dloga2_table, pba->bg_size, - tau, + loga, last_index, pvecback, pvecback_size, @@ -154,14 +194,14 @@ int background_at_tau( pba->error_message, pba->error_message); } - if (intermode == pba->inter_closeby) { + if (inter_mode == inter_closeby) { class_call(array_interpolate_spline_growing_closeby( - pba->tau_table, + pba->loga_table, pba->bt_size, pba->background_table, - pba->d2background_dtau2_table, + pba->d2background_dloga2_table, pba->bg_size, - tau, + loga, last_index, pvecback, pvecback_size, @@ -173,6 +213,48 @@ int background_at_tau( return _SUCCESS_; } +/** + * Background quantities at given conformal time tau. + * + * Evaluates all background quantities at a given value of + * conformal time by reading the pre-computed table and interpolating. + * + * @param pba Input: pointer to background structure (containing pre-computed table) + * @param tau Input: value of conformal time + * @param return_format Input: format of output vector (short_info, normal_info, long_info) + * @param inter_mode Input: interpolation mode (normal or closeby) + * @param last_index Input/Output: index of the previous/current point in the interpolation array (input only for closeby mode, output for both) + * @param pvecback Output: vector (assumed to be already allocated) + * @return the error status + */ + +int background_at_tau( + struct background *pba, + double tau, + enum vecback_format return_format, + enum interpolation_method inter_mode, + int * last_index, + double * pvecback /* vector with argument pvecback[index_bg] (must be already allocated with a size compatible with return_format) */ + ) { + + /** Summary: */ + + /** - define local variables */ + double z; + + /** - Get current redshift */ + class_call(background_z_of_tau(pba,tau,&z), + pba->error_message, + pba->error_message); + + /** - Get background at corresponding redshift */ + class_call(background_at_z(pba,z,return_format,inter_mode,last_index,pvecback), + pba->error_message, + pba->error_message); + + return _SUCCESS_; +} + /** * Conformal time at given redshift. * @@ -204,7 +286,7 @@ int background_tau_of_z( class_test(z > pba->z_table[0], pba->error_message, - "out of range: a=%e > a_max=%e\n",z,pba->z_table[0]); + "out of range: z=%e > z_max=%e\n",z,pba->z_table[0]); /** - interpolate from pre-computed table with array_interpolate() */ class_call(array_interpolate_spline( @@ -223,28 +305,75 @@ int background_tau_of_z( return _SUCCESS_; } - /** - * Background quantities at given \f$ a \f$. + * Redshift at given conformal time. * + * Returns z(tau) by interpolation from pre-computed table. + * + * @param pba Input: pointer to background structure + * @param tau Input: conformal time + * @param z Output: redshift + * @return the error status + */ + +int background_z_of_tau( + struct background *pba, + double tau, + double * z + ) { + + /** Summary: */ + + /** - define local variables */ + + /* necessary for calling array_interpolate(), but never used */ + int last_index; + + /** - check that \f$ tau \f$ is in the pre-computed range */ + class_test(tau < pba->tau_table[0], + pba->error_message, + "out of range: tau=%e < tau_min=%e\n",tau,pba->tau_table[0]); + + class_test(tau > pba->tau_table[pba->bt_size-1], + pba->error_message, + "out of range: tau=%e > tau_max=%e\n",tau,pba->tau_table[pba->bt_size-1]); + + /** - interpolate from pre-computed table with array_interpolate() */ + class_call(array_interpolate_spline( + pba->tau_table, + pba->bt_size, + pba->z_table, + pba->d2z_dtau2_table, + 1, + tau, + &last_index, + z, + 1, + pba->error_message), + pba->error_message, + pba->error_message); + + return _SUCCESS_; +} + +/** * Function evaluating all background quantities which can be computed - * analytically as a function of {B} parameters such as the scale factor 'a' - * (see discussion at the beginning of this file). In extended - * cosmological models, the pvecback_B vector contains other input parameters than - * just 'a', e.g. (phi, phidot) for quintessence, some temperature of - * exotic relics, etc... + * analytically as a function of a and of {B} quantities (see + * discussion at the beginning of this file). * * @param pba Input: pointer to background structure - * @param pvecback_B Input: vector containing all {B} type quantities (scale factor, ...) + * @param a Input: scale factor (in fact, with our normalisation conventions, this is (a/a_0) ) + * @param pvecback_B Input: vector containing all {B} quantities * @param return_format Input: format of output vector * @param pvecback Output: vector of background quantities (assumed to be already allocated) * @return the error status */ int background_functions( - struct background *pba, - double * pvecback_B, /* Vector containing all {B} quantities. */ - short return_format, + struct background * pba, + double a, + double * pvecback_B, /* vector with argument pvecback[index_bi] */ + enum vecback_format return_format, double * pvecback /* vector with argument pvecback[index_bg] (must be already allocated with a size compatible with return_format) */ ) { @@ -254,6 +383,8 @@ int background_functions( /* total density */ double rho_tot; + /* critical density */ + double rho_crit; /* total pressure */ double p_tot; /* total relativistic density */ @@ -262,31 +393,32 @@ int background_functions( double rho_m; /* total dark energy density */ double rho_de; - /* scale factor relative to scale factor today */ - double a_rel; /* background ncdm quantities */ double rho_ncdm,p_ncdm,pseudo_p_ncdm; /* index for n_ncdm species */ int n_ncdm; /* fluid's time-dependent equation of state parameter */ double w_fld, dw_over_da, integral_fld; - /* scale factor */ - double a; /* scalar field quantities */ double phi, phi_prime; + /* Since we only know a_prime_over_a after we have rho_tot, + it is not possible to simply sum up p_tot_prime directly. + Instead we sum up dp_dloga = p_prime/a_prime_over_a. The formula is + p_prime = a_prime_over_a * dp_dloga = a_prime_over_a * Sum [ (w_prime/a_prime_over_a -3(1+w)w)rho]. + Note: The scalar field contribution must be added in the end, as an exception!*/ + double dp_dloga; /** - initialize local variables */ - a = pvecback_B[pba->index_bi_a]; rho_tot = 0.; p_tot = 0.; + dp_dloga = 0.; rho_r=0.; rho_m=0.; rho_de = 0.; - a_rel = a / pba->a_today; - class_test(a_rel <= 0., + class_test(a <= 0., pba->error_message, - "a = %e instead of strictly positive",a_rel); + "a = %e instead of strictly positive",a); /** - pass value of \f$ a\f$ to output */ pvecback[pba->index_bg_a] = a; @@ -294,25 +426,34 @@ int background_functions( /** - compute each component's density and pressure */ /* photons */ - pvecback[pba->index_bg_rho_g] = pba->Omega0_g * pow(pba->H0,2) / pow(a_rel,4); + pvecback[pba->index_bg_rho_g] = pba->Omega0_g * pow(pba->H0,2) / pow(a,4); rho_tot += pvecback[pba->index_bg_rho_g]; p_tot += (1./3.) * pvecback[pba->index_bg_rho_g]; + dp_dloga += -(4./3.) * pvecback[pba->index_bg_rho_g]; rho_r += pvecback[pba->index_bg_rho_g]; /* baryons */ - pvecback[pba->index_bg_rho_b] = pba->Omega0_b * pow(pba->H0,2) / pow(a_rel,3); + pvecback[pba->index_bg_rho_b] = pba->Omega0_b * pow(pba->H0,2) / pow(a,3); rho_tot += pvecback[pba->index_bg_rho_b]; p_tot += 0; rho_m += pvecback[pba->index_bg_rho_b]; /* cdm */ if (pba->has_cdm == _TRUE_) { - pvecback[pba->index_bg_rho_cdm] = pba->Omega0_cdm * pow(pba->H0,2) / pow(a_rel,3); + pvecback[pba->index_bg_rho_cdm] = pba->Omega0_cdm * pow(pba->H0,2) / pow(a,3); rho_tot += pvecback[pba->index_bg_rho_cdm]; p_tot += 0.; rho_m += pvecback[pba->index_bg_rho_cdm]; } + /* idm */ + if (pba->has_idm == _TRUE_) { + pvecback[pba->index_bg_rho_idm] = pba->Omega0_idm * pow(pba->H0,2) / pow(a,3); + rho_tot += pvecback[pba->index_bg_rho_idm]; + p_tot += 0.; + rho_m += pvecback[pba->index_bg_rho_idm]; + } + /* dcdm */ if (pba->has_dcdm == _TRUE_) { /* Pass value of rho_dcdm to output */ @@ -328,14 +469,35 @@ int background_functions( pvecback[pba->index_bg_rho_dr] = pvecback_B[pba->index_bi_rho_dr]; rho_tot += pvecback[pba->index_bg_rho_dr]; p_tot += (1./3.)*pvecback[pba->index_bg_rho_dr]; + dp_dloga += -(4./3.) * pvecback[pba->index_bg_rho_dr]; rho_r += pvecback[pba->index_bg_rho_dr]; } + /* Scalar field */ + if (pba->has_scf == _TRUE_) { + phi = pvecback_B[pba->index_bi_phi_scf]; + phi_prime = pvecback_B[pba->index_bi_phi_prime_scf]; + pvecback[pba->index_bg_phi_scf] = phi; // value of the scalar field phi + pvecback[pba->index_bg_phi_prime_scf] = phi_prime; // value of the scalar field phi derivative wrt conformal time + pvecback[pba->index_bg_V_scf] = V_scf(pba,phi); //V_scf(pba,phi); //write here potential as function of phi + pvecback[pba->index_bg_dV_scf] = dV_scf(pba,phi); // dV_scf(pba,phi); //potential' as function of phi + pvecback[pba->index_bg_ddV_scf] = ddV_scf(pba,phi); // ddV_scf(pba,phi); //potential'' as function of phi + pvecback[pba->index_bg_rho_scf] = (phi_prime*phi_prime/(2*a*a) + V_scf(pba,phi))/3.; // energy of the scalar field. The field units are set automatically by setting the initial conditions + pvecback[pba->index_bg_p_scf] =(phi_prime*phi_prime/(2*a*a) - V_scf(pba,phi))/3.; // pressure of the scalar field + rho_tot += pvecback[pba->index_bg_rho_scf]; + p_tot += pvecback[pba->index_bg_p_scf]; + dp_dloga += 0.0; /** <-- This depends on a_prime_over_a, so we cannot add it now! */ + //divide relativistic & nonrelativistic (not very meaningful for oscillatory models) + rho_r += 3.*pvecback[pba->index_bg_p_scf]; //field pressure contributes radiation + rho_m += pvecback[pba->index_bg_rho_scf] - 3.* pvecback[pba->index_bg_p_scf]; //the rest contributes matter + //printf(" a= %e, Omega_scf = %f, \n ",a, pvecback[pba->index_bg_rho_scf]/rho_tot ); + } + /* ncdm */ if (pba->has_ncdm == _TRUE_) { /* Loop over species: */ - for(n_ncdm=0; n_ncdmN_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdmN_ncdm; n_ncdm++) { /* function returning background ncdm[n_ncdm] quantities (only those for which non-NULL pointers are passed) */ @@ -345,7 +507,7 @@ int background_functions( pba->q_size_ncdm_bg[n_ncdm], pba->M_ncdm[n_ncdm], pba->factor_ncdm[n_ncdm], - 1./a_rel-1., + 1./a-1., NULL, &rho_ncdm, &p_ncdm, @@ -359,6 +521,8 @@ int background_functions( pvecback[pba->index_bg_p_ncdm1+n_ncdm] = p_ncdm; p_tot += p_ncdm; pvecback[pba->index_bg_pseudo_p_ncdm1+n_ncdm] = pseudo_p_ncdm; + /** See e.g. Eq. A6 in 1811.00904. */ + dp_dloga += (pseudo_p_ncdm - 5*p_ncdm); /* (3 p_ncdm1) is the "relativistic" contribution to rho_ncdm1 */ rho_r += 3.* p_ncdm; @@ -388,103 +552,119 @@ int background_functions( pvecback[pba->index_bg_w_fld] = w_fld; // Obsolete: at the beginning, we had here the analytic integral solution corresponding to the case w=w0+w1(1-a/a0): - // pvecback[pba->index_bg_rho_fld] = pba->Omega0_fld * pow(pba->H0,2) / pow(a_rel,3.*(1.+pba->w0_fld+pba->wa_fld)) * exp(3.*pba->wa_fld*(a_rel-1.)); + // pvecback[pba->index_bg_rho_fld] = pba->Omega0_fld * pow(pba->H0,2) / pow(a,3.*(1.+pba->w0_fld+pba->wa_fld)) * exp(3.*pba->wa_fld*(a-1.)); // But now everthing is integrated numerically for a given w_fld(a) defined in the function background_w_fld. rho_tot += pvecback[pba->index_bg_rho_fld]; p_tot += w_fld * pvecback[pba->index_bg_rho_fld]; - rho_de += pvecback[pba->index_bg_rho_lambda]; - } - - /* Quintessence */ - if (pba->has_scf == _TRUE_) { - phi = pvecback_B[pba->index_bi_phi_scf]; - phi_prime = pvecback_B[pba->index_bi_phi_prime_scf]; - pvecback[pba->index_bg_phi_scf] = phi; // value of the scalar field phi - pvecback[pba->index_bg_phi_prime_scf] = phi_prime; // value of the scalar field phi derivative wrt conformal time - pvecback[pba->index_bg_V_scf] = V_scf(pba,phi); //V_scf(pba,phi); //write here potential as function of phi - pvecback[pba->index_bg_dV_scf] = dV_scf(pba,phi); // dV_scf(pba,phi); //potential' as function of phi - pvecback[pba->index_bg_ddV_scf] = ddV_scf(pba,phi); // ddV_scf(pba,phi); //potential'' as function of phi - pvecback[pba->index_bg_rho_scf] = (phi_prime*phi_prime/(2*a*a) + V_scf(pba,phi))/3.; // energy of the scalar field. The field units are set automatically by setting the initial conditions - pvecback[pba->index_bg_p_scf] =(phi_prime*phi_prime/(2*a*a) - V_scf(pba,phi))/3.; // pressure of the scalar field - rho_tot += pvecback[pba->index_bg_rho_scf]; - p_tot += pvecback[pba->index_bg_p_scf]; - //no contribution to radiation - rho_de += pvecback[pba->index_bg_rho_scf]; - //printf(" a= %e, Omega_scf = %f, \n ",a_rel, pvecback[pba->index_bg_rho_scf]/rho_tot ); + dp_dloga += (a*dw_over_da-3*(1+w_fld)*w_fld)*pvecback[pba->index_bg_rho_fld]; } /* relativistic neutrinos (and all relativistic relics) */ if (pba->has_ur == _TRUE_) { - pvecback[pba->index_bg_rho_ur] = pba->Omega0_ur * pow(pba->H0,2) / pow(a_rel,4); + pvecback[pba->index_bg_rho_ur] = pba->Omega0_ur * pow(pba->H0,2) / pow(a,4); rho_tot += pvecback[pba->index_bg_rho_ur]; p_tot += (1./3.) * pvecback[pba->index_bg_rho_ur]; + dp_dloga += -(4./3.) * pvecback[pba->index_bg_rho_ur]; rho_r += pvecback[pba->index_bg_rho_ur]; } + /* interacting dark radiation */ + if (pba->has_idr == _TRUE_) { + pvecback[pba->index_bg_rho_idr] = pba->Omega0_idr * pow(pba->H0,2) / pow(a,4); + rho_tot += pvecback[pba->index_bg_rho_idr]; + p_tot += (1./3.) * pvecback[pba->index_bg_rho_idr]; + rho_r += pvecback[pba->index_bg_rho_idr]; + } + /** - compute expansion rate H from Friedmann equation: this is the only place where the Friedmann equation is assumed. Remember that densities are all expressed in units of \f$ [3c^2/8\pi G] \f$, ie \f$ \rho_{class} = [8 \pi G \rho_{physical} / 3 c^2]\f$ - NOTE: different computation if scalar field is present */ - if (pba->has_smg == _FALSE_){ - + NOTE: different computation if scalar field (_smg) is present */ + if (pba->has_smg == _TRUE_) { + class_call(background_gravity_functions_smg(pba, + a, + pvecback_B, + pvecback, + &rho_tot, + &p_tot, + &rho_de), + pba->error_message, + pba->error_message); + } + else { + // not only _smg!! if (pba->hubble_evolution == _TRUE_) - pvecback[pba->index_bg_H] = pvecback_B[pba->index_bi_H]; //sqrt(rho_tot-pba->K/a/a); + pvecback[pba->index_bg_H] = exp(pvecback_B[pba->index_bi_logH]); //sqrt(rho_tot-pba->K/a/a); else pvecback[pba->index_bg_H] = sqrt(rho_tot - pba->K/a/a); /** - compute derivative of H with respect to conformal time: friction added */ - pvecback[pba->index_bg_H_prime] = - (3./2.) * (rho_tot + p_tot) * a + pba->K/a - a* pba->hubble_friction*(pvecback[pba->index_bg_H]*pvecback[pba->index_bg_H] - (rho_tot-pba->K/a/a) ); + pvecback[pba->index_bg_H_prime] = - (3./2.) * (rho_tot + p_tot) * a + pba->K/a; + // not only _smg!! + if (pba->hubble_evolution == _TRUE_) + pvecback[pba->index_bg_H_prime] += - a* pba->hubble_friction*(pvecback[pba->index_bg_H]*pvecback[pba->index_bg_H] - (rho_tot-pba->K/a/a) ); } - /* Scalar field */ - /** if (has_smg) do all the mess to compute the Hubble rate, etc... */ - else{ - -// /** - save rho_tot and p_tot without smg (it is important that smg is the last thing to be computed) */ - pvecback[pba->index_bg_rho_tot_wo_smg] = rho_tot; - pvecback[pba->index_bg_p_tot_wo_smg] = p_tot; - //NOTE: add the field energy and pressure after the debug has been added - class_call(background_gravity_functions(pba, - pvecback_B, - return_format, - pvecback), - pba->error_message, - pba->error_message); - - rho_tot += pvecback[pba->index_bg_rho_smg]; - p_tot += pvecback[pba->index_bg_p_smg]; - //divide relativistic & nonrelativistic (not very meaningful for oscillatory models) + /* Total energy density*/ + pvecback[pba->index_bg_rho_tot] = rho_tot; - //TODO: need to define menaingfully -> separate early universe (IC, BBN...) from late (Halofit...) - //BUG: causes problem with halofit!, if not, causes bug with Brans-Dicke - rho_de += pvecback[pba->index_bg_rho_smg]; + /* Total pressure */ + pvecback[pba->index_bg_p_tot] = p_tot; - /** - compute w_smg */ - if (pba->rho_evolution_smg == _FALSE_) { - pvecback[pba->index_bg_w_smg] = pvecback[pba->index_bg_p_smg] / pvecback[pba->index_bg_rho_smg]; - } + /* Derivative of total pressure w.r.t. conformal time */ + pvecback[pba->index_bg_p_tot_prime] = a*pvecback[pba->index_bg_H]*dp_dloga; + if (pba->has_scf == _TRUE_) { + /** The contribution of scf was not added to dp_dloga, add p_scf_prime here: */ + pvecback[pba->index_bg_p_prime_scf] = pvecback[pba->index_bg_phi_prime_scf]* + (-pvecback[pba->index_bg_phi_prime_scf]*pvecback[pba->index_bg_H]/a-2./3.*pvecback[pba->index_bg_dV_scf]); + pvecback[pba->index_bg_p_tot_prime] += pvecback[pba->index_bg_p_prime_scf]; + } -} + /** - compute critical density */ + rho_crit = rho_tot-pba->K/a/a; + class_test((rho_crit <= 0.) && (pba->initial_conditions_set_smg == _TRUE_), + pba->error_message, + "rho_crit = %e instead of strictly positive",rho_crit); /** - compute relativistic density to total density ratio */ - pvecback[pba->index_bg_Omega_r] = rho_r / rho_tot; + pvecback[pba->index_bg_Omega_r] = rho_r / rho_crit; - /** - compute dark energy density to total density ratio */ + /** - compute dark energy density to total density ratio (_smg) */ pvecback[pba->index_bg_Omega_de] = rho_de / rho_tot; /** - compute other quantities in the exhaustive, redundant format */ - if (return_format == pba->long_info) { + if (return_format == long_info) { - /** - compute critical density */ - pvecback[pba->index_bg_rho_crit] = rho_tot-pba->K/a/a; - class_test(pvecback[pba->index_bg_rho_crit] <= 0. && (pba->has_smg == _FALSE_), - pba->error_message, - "rho_crit = %e instead of strictly positive",pvecback[pba->index_bg_rho_crit]); + /** - store critical density */ + pvecback[pba->index_bg_rho_crit] = rho_crit; /** - compute Omega_m */ - pvecback[pba->index_bg_Omega_m] = rho_m / rho_tot; + pvecback[pba->index_bg_Omega_m] = rho_m / rho_crit; + + /** - cosmological time */ + pvecback[pba->index_bg_time] = pvecback_B[pba->index_bi_time]; + + /** - comoving sound horizon */ + pvecback[pba->index_bg_rs] = pvecback_B[pba->index_bi_rs]; + + /** - growth factor */ + pvecback[pba->index_bg_D] = pvecback_B[pba->index_bi_D]; + + /** - velocity growth factor */ + pvecback[pba->index_bg_f] = pvecback_B[pba->index_bi_D_prime]/( pvecback_B[pba->index_bi_D]*a*pvecback[pba->index_bg_H]); + + /**- Varying fundamental constants */ + if (pba->has_varconst == _TRUE_) { + class_call(background_varconst_of_z(pba, + 1./a-1., + &(pvecback[pba->index_bg_varc_alpha]), + &(pvecback[pba->index_bg_varc_me]) + ), + pba->error_message, + pba->error_message); + } /* one can put other variables here */ /* */ @@ -503,7 +683,7 @@ int background_functions( * be simple. * * @param pba Input: pointer to background structure - * @param a Input: current value of scale factor + * @param a Input: current value of scale factor (in fact, with our conventions, of (a/a_0)) * @param w_fld Output: equation of state parameter w_fld(a) * @param dw_over_da_fld Output: function dw_fld/da * @param integral_fld Output: function \f$ \int_{a}^{a_0} da 3(1+w_{fld})/a \f$ @@ -515,7 +695,8 @@ int background_w_fld( double a, double * w_fld, double * dw_over_da_fld, - double * integral_fld) { + double * integral_fld + ) { double Omega_ede = 0.; double dOmega_ede_over_da = 0.; @@ -525,7 +706,7 @@ int background_w_fld( /** - first, define the function w(a) */ switch (pba->fluid_equation_of_state) { case CLP: - *w_fld = pba->w0_fld + pba->wa_fld * (1. - a / pba->a_today); + *w_fld = pba->w0_fld + pba->wa_fld * (1. - a); break; case EDE: // Omega_ede(a) taken from eq. (10) in 1706.00730 @@ -539,13 +720,13 @@ int background_w_fld( + pba->Omega_EDE*3.*pba->w0_fld*pow(a,-3.*pba->w0_fld-1.); // find a_equality (needed because EDE tracks first radiation, then matter) - Omega_r = pba->Omega0_g * (1. + 3.046 * 7./8.*pow(4./11.,4./3.)); // assumes LambdaCDM + eventually massive neutrinos so light that they are relativistic at equality; needs to be generalised later on. + Omega_r = pba->Omega0_g * (1. + 3.044 * 7./8.*pow(4./11.,4./3.)); // assumes LambdaCDM + eventually massive neutrinos so light that they are relativistic at equality; needs to be generalised later on. Omega_m = pba->Omega0_b; if (pba->has_cdm == _TRUE_) Omega_m += pba->Omega0_cdm; + if (pba->has_idm == _TRUE_) Omega_m += pba->Omega0_idm; if (pba->has_dcdm == _TRUE_) - class_stop(pba->error_message,"Early Dark Energy not compatible with decaying Dark Matter because we omitted to code the calculation of a_eq in that case, but it would not be difficult to add it if necessary, should be a matter of 5 minutes"); + class_stop(pba->error_message,"Early Dark Energy not compatible with decaying Dark Matter because we omitted to code the calculation of a_eq in that case, but it would not be difficult to add it if necessary, should be a matter of 5 minutes"); a_eq = Omega_r/Omega_m; // assumes a flat universe with a=1 today - class_stop(pba->error_message,"a_eq = %e, z_eq =%e\n",a_eq,1./a_eq-1.); // w_ede(a) taken from eq. (11) in 1706.00730 *w_fld = - dOmega_ede_over_da*a/Omega_ede/3./(1.-Omega_ede)+a_eq/3./(a+a_eq); @@ -554,13 +735,13 @@ int background_w_fld( /** - then, give the corresponding analytic derivative dw/da (used - by perturbation equations; we could compute it numerically, - but with a loss of precision; as long as there is a simple - analytic expression of the derivative of the previous - function, let's use it! */ + by perturbation equations; we could compute it numerically, + but with a loss of precision; as long as there is a simple + analytic expression of the derivative of the previous + function, let's use it! */ switch (pba->fluid_equation_of_state) { case CLP: - *dw_over_da_fld = - pba->wa_fld / pba->a_today; + *dw_over_da_fld = - pba->wa_fld; break; case EDE: d2Omega_ede_over_da2 = 0.; @@ -572,16 +753,23 @@ int background_w_fld( } /** - finally, give the analytic solution of the following integral: - \f$ \int_{a}^{a0} da 3(1+w_{fld})/a \f$. This is used in only - one place, in the initial conditions for the background, and - with a=a_ini. If your w(a) does not lead to a simple analytic - solution of this integral, no worry: instead of writing - something here, the best would then be to leave it equal to - zero, and then in background_initial_conditions() you should - implement a numerical calculation of this integral only for - a=a_ini, using for instance Romberg integration. It should be - fast, simple, and accurate enough. */ - *integral_fld = 3.*((1.+pba->w0_fld+pba->wa_fld)*log(pba->a_today/a) + pba->wa_fld*(a/pba->a_today-1.)); + \f$ \int_{a}^{a0} da 3(1+w_{fld})/a \f$. This is used in only + one place, in the initial conditions for the background, and + with a=a_ini. If your w(a) does not lead to a simple analytic + solution of this integral, no worry: instead of writing + something here, the best would then be to leave it equal to + zero, and then in background_initial_conditions() you should + implement a numerical calculation of this integral only for + a=a_ini, using for instance Romberg integration. It should be + fast, simple, and accurate enough. */ + switch (pba->fluid_equation_of_state) { + case CLP: + *integral_fld = 3.*((1.+pba->w0_fld+pba->wa_fld)*log(1./a) + pba->wa_fld*(a-1.)); + break; + case EDE: + class_stop(pba->error_message,"EDE implementation not finished: to finish it, read the comments in background.c just before this line\n"); + break; + } /** note: of course you can generalise these formulas to anything, defining new parameters pba->w..._fld. Just remember that so @@ -591,6 +779,49 @@ int background_w_fld( return _SUCCESS_; } +/** + * Single place where the variation of fundamental constants is + * defined. Parameters of the function are passed through the + * background structure. Generalisation to arbitrary functions should + * be simple. + * + * @param pba Input: pointer to background structure + * @param z Input: current value of redhsift + * @param alpha Output: fine structure constant relative to its current value + * @param me Output: effective electron mass relative to its current value + * @return the error status + */ + +int background_varconst_of_z( + struct background* pba, + double z, + double* alpha, + double* me + ){ + + switch(pba->varconst_dep){ + + case varconst_none: + *alpha = 1.; + *me = 1.; + break; + + case varconst_instant: + if (z>pba->varconst_transition_redshift){ + *alpha = pba->varconst_alpha; + *me = pba->varconst_me; + } + else{ + *alpha = 1.; + *me = 1.; + } + break; + + /* Implement here your arbitrary model of varying fundamental constants! */ + } + return _SUCCESS_; +} + /** * Initialize the background structure, and in particular the * background interpolation table. @@ -607,146 +838,41 @@ int background_init( /** Summary: */ - /** - define local variables */ - int n_ncdm; - double rho_ncdm_rel,rho_nu_rel; - double Neff; - double w_fld, dw_over_da, integral_fld; - int filenum=0; - - /** - in verbose mode, provide some information */ + /** - write class version */ if (pba->background_verbose > 0) { - printf("Running CLASS version %s\n",_VERSION_); + // _smg + printf("Running hi_class version %s (CLASS version %s)\n",_HI_CLASS_VERSION_, _VERSION_); printf("Computing background\n"); - - /* below we want to inform the user about ncdm species*/ - if (pba->N_ncdm > 0) { - - Neff = pba->Omega0_ur/7.*8./pow(4./11.,4./3.)/pba->Omega0_g; - - /* loop over ncdm species */ - for (n_ncdm=0;n_ncdmN_ncdm; n_ncdm++) { - - /* inform if p-s-d read in files */ - if (pba->got_files[n_ncdm] == _TRUE_) { - printf(" -> ncdm species i=%d read from file %s\n",n_ncdm+1,pba->ncdm_psd_files+filenum*_ARGUMENT_LENGTH_MAX_); - filenum++; - } - - /* call this function to get rho_ncdm */ - background_ncdm_momenta(pba->q_ncdm_bg[n_ncdm], - pba->w_ncdm_bg[n_ncdm], - pba->q_size_ncdm_bg[n_ncdm], - 0., - pba->factor_ncdm[n_ncdm], - 0., - NULL, - &rho_ncdm_rel, - NULL, - NULL, - NULL); - - /* inform user of the contribution of each species to - radiation density (in relativistic limit): should be - between 1.01 and 1.02 for each active neutrino species; - evaluated as rho_ncdm/rho_nu_rel where rho_nu_rel is the - density of one neutrino in the instantaneous decoupling - limit, i.e. assuming T_nu=(4/11)^1/3 T_gamma (this comes - from the definition of N_eff) */ - rho_nu_rel = 56.0/45.0*pow(_PI_,6)*pow(4.0/11.0,4.0/3.0)*_G_/pow(_h_P_,3)/pow(_c_,7)* - pow(_Mpc_over_m_,2)*pow(pba->T_cmb*_k_B_,4); - - printf(" -> ncdm species i=%d sampled with %d (resp. %d) points for purpose of background (resp. perturbation) integration. In the relativistic limit it gives Delta N_eff = %g\n", - n_ncdm+1, - pba->q_size_ncdm_bg[n_ncdm], - pba->q_size_ncdm[n_ncdm], - rho_ncdm_rel/rho_nu_rel); - - Neff += rho_ncdm_rel/rho_nu_rel; - - } - - printf(" -> total N_eff = %g (sumed over ultra-relativistic and ncdm species)\n",Neff); - - } } /** - if shooting failed during input, catch the error here */ - class_test_except(pba->shooting_failed == _TRUE_, + class_test(pba->shooting_failed == _TRUE_, pba->error_message, - background_free_input(pba), "Shooting failed, try optimising input_get_guess(). Error message:\n\n%s", pba->shooting_error); - /** - assign values to all indices in vectors of background quantities with background_indices()*/ + /** - assign values to all indices in vectors of background quantities */ class_call(background_indices(pba), pba->error_message, pba->error_message); - /** - control that cosmological parameter values make sense */ + /** - check that input parameters make sense and write additional information about them */ + class_call(background_checks(ppr,pba), + pba->error_message, + pba->error_message); - /* H0 in Mpc^{-1} */ - /* Many users asked for this test to be supressed. It is commented out. */ - /*class_test((pba->H0 < _H0_SMALL_)||(pba->H0 > _H0_BIG_), + /** - integrate the background over log(a), allocate and fill the background table */ + class_call(background_solve(ppr,pba), pba->error_message, - "H0=%g out of bounds (%gH0,_H0_SMALL_,_H0_BIG_);*/ + pba->error_message); - class_test(fabs(pba->h * 1.e5 / _c_ / pba->H0 -1.)>ppr->smallest_allowed_variation, + /** - find and store a few derived parameters at radiation-matter equality */ + class_call(background_find_equality(ppr,pba), pba->error_message, - "inconsistency between Hubble and reduced Hubble parameters: you have H0=%f/Mpc=%fkm/s/Mpc, but h=%f",pba->H0,pba->H0/1.e5* _c_,pba->h); + pba->error_message); - /* T_cmb in K */ - /* Many users asked for this test to be supressed. It is commented out. */ - /*class_test((pba->T_cmb < _TCMB_SMALL_)||(pba->T_cmb > _TCMB_BIG_), - pba->error_message, - "T_cmb=%g out of bounds (%gT_cmb,_TCMB_SMALL_,_TCMB_BIG_);*/ - - /* Omega_k */ - /* Many users asked for this test to be supressed. It is commented out. */ - /*class_test((pba->Omega0_k < _OMEGAK_SMALL_)||(pba->Omega0_k > _OMEGAK_BIG_), - pba->error_message, - "Omegak = %g out of bounds (%gOmega0_k,_OMEGAK_SMALL_,_OMEGAK_BIG_);*/ - - /* fluid equation of state */ - if (pba->has_fld == _TRUE_) { - - class_call(background_w_fld(pba,0.,&w_fld,&dw_over_da,&integral_fld), pba->error_message, pba->error_message); - - class_test(w_fld >= 1./3., - pba->error_message, - "Your choice for w(a--->0)=%g is suspicious, since it is bigger than -1/3 there cannot be radiation domination at early times\n", - w_fld); - } - - /* in verbose mode, inform the user about the value of the ncdm - masses in eV and about the ratio [m/omega_ncdm] in eV (the usual - 93 point something)*/ - if ((pba->background_verbose > 0) && (pba->has_ncdm == _TRUE_)) { - for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++) { - printf(" -> non-cold dark matter species with i=%d has m_i = %e eV (so m_i / omega_i =%e eV)\n", - n_ncdm+1, - pba->m_ncdm_in_eV[n_ncdm], - pba->m_ncdm_in_eV[n_ncdm]*pba->deg_ncdm[n_ncdm]/pba->Omega0_ncdm[n_ncdm]/pba->h/pba->h); - } - } - - /* check other quantities which would lead to segmentation fault if zero */ - class_test(pba->a_today <= 0, - pba->error_message, - "input a_today = %e instead of strictly positive",pba->a_today); - - class_test(_Gyr_over_Mpc_ <= 0, - pba->error_message, - "_Gyr_over_Mpc = %e instead of strictly positive",_Gyr_over_Mpc_); - - /** - this function integrates the background over time, allocates - and fills the background table */ - class_call(background_solve(ppr,pba), - pba->error_message, - pba->error_message); - - /** - this function finds and stores a few derived parameters at radiation-matter equality */ - class_call(background_find_equality(ppr,pba), + /* - write a summary of the budget of the universe */ + class_call(background_output_budget(pba), pba->error_message, pba->error_message); @@ -755,7 +881,7 @@ int background_init( } /** - * Free all memory space allocated by background_init(). + * Free all memory space allocated by background_init() and by input_read_parameters(). * * * @param pba Input: pointer to background structure (to be freed) @@ -765,34 +891,37 @@ int background_init( int background_free( struct background *pba ) { - int err; - free(pba->tau_table); - free(pba->z_table); - free(pba->d2tau_dz2_table); - free(pba->background_table); - free(pba->d2background_dtau2_table); + class_call(background_free_noinput(pba), + pba->error_message, + pba->error_message); - err = background_free_input(pba); + class_call(background_free_input(pba), + pba->error_message, + pba->error_message); - return err; + return _SUCCESS_; } /** - * Free only the memory space NOT allocated through input_read_parameters() + * Free only the memory space NOT allocated through + * input_read_parameters(), but through background_init() * * @param pba Input: pointer to background structure (to be freed) * @return the error status */ int background_free_noinput( - struct background *pba - ) { + struct background *pba + ) { + free(pba->tau_table); free(pba->z_table); + free(pba->loga_table); free(pba->d2tau_dz2_table); + free(pba->d2z_dtau2_table); free(pba->background_table); - free(pba->d2background_dtau2_table); + free(pba->d2background_dloga2_table); return _SUCCESS_; } @@ -809,8 +938,9 @@ int background_free_input( ) { int k; - if (pba->Omega0_ncdm_tot != 0.){ - for(k=0; kN_ncdm; k++){ + + if (pba->Omega0_ncdm_tot != 0.) { + for (k=0; kN_ncdm; k++) { free(pba->q_ncdm[k]); free(pba->w_ncdm[k]); free(pba->q_ncdm_bg[k]); @@ -834,25 +964,22 @@ int background_free_input( free(pba->Omega0_ncdm); free(pba->m_ncdm_in_eV); free(pba->factor_ncdm); - if(pba->got_files!=NULL) + if (pba->got_files!=NULL) free(pba->got_files); - if(pba->ncdm_psd_files!=NULL) + if (pba->ncdm_psd_files!=NULL) free(pba->ncdm_psd_files); - if(pba->ncdm_psd_parameters!=NULL) + if (pba->ncdm_psd_parameters!=NULL) free(pba->ncdm_psd_parameters); } - if (pba->Omega0_scf != 0.){ + if (pba->Omega0_scf != 0.) { if (pba->scf_parameters != NULL) free(pba->scf_parameters); } - if (pba->Omega0_smg != 0.){ - if (pba->parameters_smg != NULL) - free(pba->parameters_smg); - //dealocate parameters_2_smg only for parameterizations - if (pba->field_evolution_smg == _FALSE_ && pba->parameters_2_smg != NULL) - free(pba->parameters_2_smg); + if (pba->Omega0_smg != 0.) { + background_free_smg(pba); } + return _SUCCESS_; } @@ -879,30 +1006,36 @@ int background_indices( /** - initialize all flags: which species are present? */ pba->has_cdm = _FALSE_; + pba->has_idm = _FALSE_; pba->has_ncdm = _FALSE_; pba->has_dcdm = _FALSE_; pba->has_dr = _FALSE_; pba->has_scf = _FALSE_; - pba->has_smg = _FALSE_; /*Scalar field*/ pba->has_lambda = _FALSE_; pba->has_fld = _FALSE_; pba->has_ur = _FALSE_; + pba->has_idr = _FALSE_; pba->has_curvature = _FALSE_; + pba->has_varconst = _FALSE_; + pba->has_smg = _FALSE_; /*Scalar field*/ if (pba->Omega0_cdm != 0.) pba->has_cdm = _TRUE_; + if (pba->Omega0_idm != 0.) + pba->has_idm = _TRUE_; + if (pba->Omega0_ncdm_tot != 0.) pba->has_ncdm = _TRUE_; - if (pba->Omega0_dcdmdr != 0.){ + if (pba->Omega0_dcdmdr != 0.) { pba->has_dcdm = _TRUE_; if (pba->Gamma_dcdm != 0.) pba->has_dr = _TRUE_; } - if (pba->Omega0_smg != 0.) - pba->has_smg = _TRUE_; + if (pba->Omega0_scf != 0.) + pba->has_scf = _TRUE_; if (pba->Omega0_lambda != 0.) pba->has_lambda = _TRUE_; @@ -913,9 +1046,18 @@ int background_indices( if (pba->Omega0_ur != 0.) pba->has_ur = _TRUE_; + if (pba->Omega0_idr != 0.) + pba->has_idr = _TRUE_; + if (pba->sgnK != 0) pba->has_curvature = _TRUE_; + if (pba->varconst_dep != varconst_none) + pba->has_varconst = _TRUE_; + + if (pba->Omega0_smg != 0.) + pba->has_smg = _TRUE_; + /** - initialize all indices */ index_bg=0; @@ -939,6 +1081,9 @@ int background_indices( /* - index for rho_cdm */ class_define_index(pba->index_bg_rho_cdm,pba->has_cdm,index_bg,1); + /* - index for rho_idm */ + class_define_index(pba->index_bg_rho_idm,pba->has_idm,index_bg,1); + /* - indices for ncdm. We only define the indices for ncdm1 (density, pressure, pseudo-pressure), the other ncdm indices are contiguous */ @@ -952,61 +1097,15 @@ int background_indices( /* - index for dr */ class_define_index(pba->index_bg_rho_dr,pba->has_dr,index_bg,1); - /* - indices for scalar field (modified gravity) */ - class_define_index(pba->index_bg_phi_smg,pba->field_evolution_smg,index_bg,1); - class_define_index(pba->index_bg_phi_prime_smg,pba->field_evolution_smg,index_bg,1); - class_define_index(pba->index_bg_phi_prime_prime_smg,pba->field_evolution_smg,index_bg,1); - class_define_index(pba->index_bg_M2_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_delta_M2_smg,pba->has_smg,index_bg,1); - - class_define_index(pba->index_bg_rho_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_p_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_rho_prime_smg,pba->has_smg && pba->rho_evolution_smg,index_bg,1); - class_define_index(pba->index_bg_w_smg,pba->has_smg,index_bg,1); - - class_define_index(pba->index_bg_kineticity_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_braiding_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_tensor_excess_smg,pba->has_smg,index_bg,1); - - class_define_index(pba->index_bg_mpl_running_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_kineticity_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_braiding_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_mpl_running_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_tensor_excess_prime_smg,pba->has_smg,index_bg,1); - - class_define_index(pba->index_bg_cs2_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_cs2num_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_cs2num_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_kinetic_D_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_kinetic_D_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_1_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_2_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_3_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_4_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_5_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_6_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_7_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_8_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_9_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_10_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_11_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_2_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_8_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_9_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_lambda_11_prime_smg,pba->has_smg,index_bg,1); - - class_define_index(pba->index_bg_E0_smg,pba->has_smg && pba->field_evolution_smg,index_bg,1); - class_define_index(pba->index_bg_E1_smg,pba->has_smg && pba->field_evolution_smg,index_bg,1); - class_define_index(pba->index_bg_E2_smg,pba->has_smg && pba->field_evolution_smg,index_bg,1); - class_define_index(pba->index_bg_E3_smg,pba->has_smg && pba->field_evolution_smg,index_bg,1); - - class_define_index(pba->index_bg_rho_tot_wo_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_p_tot_wo_smg,pba->has_smg,index_bg,1); - - class_define_index(pba->index_bg_H_prime_prime,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_p_tot_wo_prime_smg,pba->has_smg,index_bg,1); - class_define_index(pba->index_bg_p_prime_smg,pba->has_smg,index_bg,1); - + /* - indices for scalar field */ + class_define_index(pba->index_bg_phi_scf,pba->has_scf,index_bg,1); + class_define_index(pba->index_bg_phi_prime_scf,pba->has_scf,index_bg,1); + class_define_index(pba->index_bg_V_scf,pba->has_scf,index_bg,1); + class_define_index(pba->index_bg_dV_scf,pba->has_scf,index_bg,1); + class_define_index(pba->index_bg_ddV_scf,pba->has_scf,index_bg,1); + class_define_index(pba->index_bg_rho_scf,pba->has_scf,index_bg,1); + class_define_index(pba->index_bg_p_scf,pba->has_scf,index_bg,1); + class_define_index(pba->index_bg_p_prime_scf,pba->has_scf,index_bg,1); /* - index for Lambda */ class_define_index(pba->index_bg_rho_lambda,pba->has_lambda,index_bg,1); @@ -1018,12 +1117,34 @@ int background_indices( /* - index for ultra-relativistic neutrinos/species */ class_define_index(pba->index_bg_rho_ur,pba->has_ur,index_bg,1); + /* - index for total density */ + class_define_index(pba->index_bg_rho_tot,_TRUE_,index_bg,1); + + /* - index for total pressure */ + class_define_index(pba->index_bg_p_tot,_TRUE_,index_bg,1); + + /* - index for derivative of total pressure */ + class_define_index(pba->index_bg_p_tot_prime,_TRUE_,index_bg,1); + /* - index for Omega_r (relativistic density fraction) */ class_define_index(pba->index_bg_Omega_r,_TRUE_,index_bg,1); - /* - index for Omega_de (dark energy density fraction) */ + /* - index for Omega_de (dark energy density fraction) (_smg) */ class_define_index(pba->index_bg_Omega_de,_TRUE_,index_bg,1); + /* - index interacting for dark radiation */ + class_define_index(pba->index_bg_rho_idr,pba->has_idr,index_bg,1); + + + /* - indices for scalar field (modified gravity) */ + if (pba->has_smg == _TRUE_) { + class_call( + background_define_indices_bg_smg(pba, &index_bg), + pba->error_message, + pba->error_message + ); + } + /* - put here additional ingredients that you want to appear in the normal vector */ /* */ @@ -1061,6 +1182,12 @@ int background_indices( /* -> velocity growth factor in dust universe */ class_define_index(pba->index_bg_f,_TRUE_,index_bg,1); + /* -> varying fundamental constant -- alpha (fine structure) */ + class_define_index(pba->index_bg_varc_alpha,pba->has_varconst,index_bg,1); + + /* -> varying fundamental constant -- me (effective electron mass) */ + class_define_index(pba->index_bg_varc_me,pba->has_varconst,index_bg,1); + /* -> put here additional quantities describing background */ /* */ /* */ @@ -1073,11 +1200,8 @@ int background_indices( index_bi=0; - /* -> scale factor */ - class_define_index(pba->index_bi_a,_TRUE_,index_bi,1); - - /* index for Hubble rate */ - class_define_index(pba->index_bi_H,pba->hubble_evolution,index_bi,1); + /* -> index for conformal time in vector of variables to integrate */ + class_define_index(pba->index_bi_tau,_TRUE_,index_bi,1); /* -> energy density in DCDM */ class_define_index(pba->index_bi_rho_dcdm,pba->has_dcdm,index_bi,1); @@ -1085,29 +1209,6 @@ int background_indices( /* -> energy density in DR */ class_define_index(pba->index_bi_rho_dr,pba->has_dr,index_bi,1); - /* -> scalar field and its derivative wrt conformal time */ - class_define_index(pba->index_bi_phi_scf,pba->has_scf,index_bi,1); - class_define_index(pba->index_bi_phi_prime_scf,pba->has_scf,index_bi,1); - - /* -> scalar field and its derivative wrt conformal time (only if needs to evolve the field) - * plus other parameters that might be integrated in certain parameterizations - */ - if (pba->has_smg == _TRUE_){ - class_define_index(pba->index_bi_phi_smg, - pba->field_evolution_smg,index_bi,1); - class_define_index(pba->index_bi_phi_prime_smg, - pba->field_evolution_smg,index_bi,1); - - //if model needs to integrate M_pl from alpha_M, declare an index - class_define_index(pba->index_bi_delta_M_pl_smg, - pba->M_pl_evolution_smg,index_bi,1); - - /* index for the smg energy density */ - class_define_index(pba->index_bi_rho_smg, - pba->rho_evolution_smg,index_bi,1); - -} - /* -> energy density in fluid */ class_define_index(pba->index_bi_rho_fld,pba->has_fld,index_bi,1); @@ -1115,9 +1216,23 @@ int background_indices( class_define_index(pba->index_bi_phi_scf,pba->has_scf,index_bi,1); class_define_index(pba->index_bi_phi_prime_scf,pba->has_scf,index_bi,1); - /* End of {B} variables, now continue with {C} variables */ + /* index for Hubble rate (_smg) */ + class_define_index(pba->index_bi_logH,pba->hubble_evolution,index_bi,1); + + /* - indices for scalar field (modified gravity _smg) */ + if (pba->has_smg == _TRUE_) { + class_call( + background_define_indices_bi_smg(pba, &index_bi), + pba->error_message, + pba->error_message + ); + } + + /* End of {B} variables */ pba->bi_B_size = index_bi; + /* now continue with {C} variables */ + /* -> proper time (for age of the Universe) */ class_define_index(pba->index_bi_time,_TRUE_,index_bi,1); @@ -1128,27 +1243,10 @@ int background_indices( class_define_index(pba->index_bi_D,_TRUE_,index_bi,1); class_define_index(pba->index_bi_D_prime,_TRUE_,index_bi,1); - /* -> index for conformal time in vector of variables to integrate */ - class_define_index(pba->index_bi_tau,_TRUE_,index_bi,1); /* -> end of indices in the vector of variables to integrate */ pba->bi_size = index_bi; - /* index_bi_tau must be the last index, because tau is part of this vector for the purpose of being stored, */ - /* but it is not a quantity to be integrated (since integration is over tau itself) */ - class_test(pba->index_bi_tau != index_bi-1, - pba->error_message, - "background integration requires index_bi_tau to be the last of all index_bi's"); - - /* flags for calling the interpolation routine */ - - pba->short_info=0; - pba->normal_info=1; - pba->long_info=2; - - pba->inter_normal=0; - pba->inter_closeby=1; - return _SUCCESS_; } @@ -1192,11 +1290,11 @@ int background_ncdm_distribution( if (pba->got_files[n_ncdm]==_TRUE_) { lastidx = pbadist_local->tablesize-1; - if(qq[0]){ + if (qq[0]) { //Handle q->0 case: *f0 = pbadist_local->f0[0]; } - else if(q>pbadist_local->q[lastidx]){ + else if (q>pbadist_local->q[lastidx]) { //Handle q>qmax case (ensure continuous and derivable function with Boltzmann tail): qlast=pbadist_local->q[lastidx]; f0last=pbadist_local->f0[lastidx]; @@ -1278,9 +1376,9 @@ int background_ncdm_distribution( /* loop over flavor eigenstates and compute psd of mass eigenstates */ *f0=0.0; - for(i=0;i<3;i++){ + for (i=0;i<3;i++) { - *f0 += mixing_matrix[i][n_ncdm]*1.0/pow(2*_PI_,3)*(1./(exp(q-pba->ksi_ncdm[i])+1.) +1./(exp(q+pba->ksi_ncdm[i])+1.)); + *f0 += mixing_matrix[i][n_ncdm]*1.0/pow(2*_PI_,3)*(1./(exp(q-pba->ksi_ncdm[i])+1.) +1./(exp(q+pba->ksi_ncdm[i])+1.)); } } /* end of region not used, but shown as an example */ @@ -1349,17 +1447,17 @@ int background_ncdm_init( class_alloc(pba->q_size_ncdm_bg,sizeof(int)*pba->N_ncdm,pba->error_message); class_alloc(pba->factor_ncdm,sizeof(double)*pba->N_ncdm,pba->error_message); - for(k=0, filenum=0; kN_ncdm; k++){ + for (k=0, filenum=0; kN_ncdm; k++) { pbadist.n_ncdm = k; pbadist.q = NULL; pbadist.tablesize = 0; /*Do we need to read in a file to interpolate the distribution function? */ - if ((pba->got_files!=NULL)&&(pba->got_files[k]==_TRUE_)){ + if ((pba->got_files!=NULL)&&(pba->got_files[k]==_TRUE_)) { psdfile = fopen(pba->ncdm_psd_files+filenum*_ARGUMENT_LENGTH_MAX_,"r"); class_test(psdfile == NULL,pba->error_message, "Could not open file %s!",pba->ncdm_psd_files+filenum*_ARGUMENT_LENGTH_MAX_); // Find size of table: - for (row=0,status=2; status==2; row++){ + for (row=0,status=2; status==2; row++) { status = fscanf(psdfile,"%lf %lf",&tmp1,&tmp2); } rewind(psdfile); @@ -1369,10 +1467,10 @@ int background_ncdm_init( class_alloc(pbadist.q,sizeof(double)*pbadist.tablesize,pba->error_message); class_alloc(pbadist.f0,sizeof(double)*pbadist.tablesize,pba->error_message); class_alloc(pbadist.d2f0,sizeof(double)*pbadist.tablesize,pba->error_message); - for (row=0; rowncdm_quadrature_strategy[k]==qm_auto){ + if (pba->ncdm_quadrature_strategy[k]==qm_auto) { /** Automatic q-sampling for this species */ class_alloc(pba->q_ncdm[k],_QUADRATURE_MAX_*sizeof(double),pba->error_message); class_alloc(pba->w_ncdm[k],_QUADRATURE_MAX_*sizeof(double),pba->error_message); class_call(get_qsampling(pba->q_ncdm[k], - pba->w_ncdm[k], - &(pba->q_size_ncdm[k]), - _QUADRATURE_MAX_, - ppr->tol_ncdm, - pbadist.q, - pbadist.tablesize, - background_ncdm_test_function, - background_ncdm_distribution, - &pbadist, - pba->error_message), - pba->error_message, - pba->error_message); - pba->q_ncdm[k]=realloc(pba->q_ncdm[k],pba->q_size_ncdm[k]*sizeof(double)); - pba->w_ncdm[k]=realloc(pba->w_ncdm[k],pba->q_size_ncdm[k]*sizeof(double)); - - - if (pba->background_verbose > 0) - printf("ncdm species i=%d sampled with %d points for purpose of perturbation integration\n", - k+1, - pba->q_size_ncdm[k]); + pba->w_ncdm[k], + &(pba->q_size_ncdm[k]), + _QUADRATURE_MAX_, + ppr->tol_ncdm, + pbadist.q, + pbadist.tablesize, + background_ncdm_test_function, + background_ncdm_distribution, + &pbadist, + pba->error_message), + pba->error_message, + pba->error_message); + class_realloc(pba->q_ncdm[k],pba->q_size_ncdm[k]*sizeof(double), pba->error_message); + class_realloc(pba->w_ncdm[k],pba->q_size_ncdm[k]*sizeof(double), pba->error_message); + + if (pba->background_verbose > 0) { + printf("ncdm species i=%d sampled with %d points for purpose of perturbation integration\n", + k+1, + pba->q_size_ncdm[k]); + } /* Handle background q_sampling: */ class_alloc(pba->q_ncdm_bg[k],_QUADRATURE_MAX_BG_*sizeof(double),pba->error_message); class_alloc(pba->w_ncdm_bg[k],_QUADRATURE_MAX_BG_*sizeof(double),pba->error_message); class_call(get_qsampling(pba->q_ncdm_bg[k], - pba->w_ncdm_bg[k], - &(pba->q_size_ncdm_bg[k]), - _QUADRATURE_MAX_BG_, - ppr->tol_ncdm_bg, - pbadist.q, - pbadist.tablesize, - background_ncdm_test_function, - background_ncdm_distribution, - &pbadist, - pba->error_message), - pba->error_message, - pba->error_message); - - - pba->q_ncdm_bg[k]=realloc(pba->q_ncdm_bg[k],pba->q_size_ncdm_bg[k]*sizeof(double)); - pba->w_ncdm_bg[k]=realloc(pba->w_ncdm_bg[k],pba->q_size_ncdm_bg[k]*sizeof(double)); + pba->w_ncdm_bg[k], + &(pba->q_size_ncdm_bg[k]), + _QUADRATURE_MAX_BG_, + ppr->tol_ncdm_bg, + pbadist.q, + pbadist.tablesize, + background_ncdm_test_function, + background_ncdm_distribution, + &pbadist, + pba->error_message), + pba->error_message, + pba->error_message); + + class_realloc(pba->q_ncdm_bg[k],pba->q_size_ncdm_bg[k]*sizeof(double), pba->error_message); + class_realloc(pba->w_ncdm_bg[k],pba->q_size_ncdm_bg[k]*sizeof(double), pba->error_message); /** - in verbose mode, inform user of number of sampled momenta - for background quantities */ - if (pba->background_verbose > 0) - printf("ncdm species i=%d sampled with %d points for purpose of background integration\n", - k+1, - pba->q_size_ncdm_bg[k]); + for background quantities */ + if (pba->background_verbose > 0) { + printf("ncdm species i=%d sampled with %d points for purpose of background integration\n", + k+1, + pba->q_size_ncdm_bg[k]); + } } else{ /** Manual q-sampling for this species. Same sampling used for both perturbation and background sampling, since this will usually be a high precision setting anyway */ @@ -1454,27 +1552,28 @@ int background_ncdm_init( class_alloc(pba->q_ncdm[k],pba->q_size_ncdm[k]*sizeof(double),pba->error_message); class_alloc(pba->w_ncdm[k],pba->q_size_ncdm[k]*sizeof(double),pba->error_message); class_call(get_qsampling_manual(pba->q_ncdm[k], - pba->w_ncdm[k], - pba->q_size_ncdm[k], - pba->ncdm_qmax[k], - pba->ncdm_quadrature_strategy[k], - pbadist.q, - pbadist.tablesize, - background_ncdm_distribution, - &pbadist, - pba->error_message), - pba->error_message, - pba->error_message); + pba->w_ncdm[k], + pba->q_size_ncdm[k], + pba->ncdm_qmax[k], + pba->ncdm_quadrature_strategy[k], + pbadist.q, + pbadist.tablesize, + background_ncdm_distribution, + &pbadist, + pba->error_message), + pba->error_message, + pba->error_message); for (index_q=0; index_qq_size_ncdm[k]; index_q++) { - pba->q_ncdm_bg[k][index_q] = pba->q_ncdm[k][index_q]; - pba->w_ncdm_bg[k][index_q] = pba->w_ncdm[k][index_q]; + pba->q_ncdm_bg[k][index_q] = pba->q_ncdm[k][index_q]; + pba->w_ncdm_bg[k][index_q] = pba->w_ncdm[k][index_q]; + } + /** - in verbose mode, inform user of number of sampled momenta + for background quantities */ + if (pba->background_verbose > 0) { + printf("ncdm species i=%d sampled with %d points for purpose of background andperturbation integration using the manual method\n", + k+1, + pba->q_size_ncdm[k]); } - /** - in verbose mode, inform user of number of sampled momenta - for background quantities */ - if (pba->background_verbose > 0) - printf("ncdm species i=%d sampled with %d points for purpose of background andperturbation integration using the manual method\n", - k+1, - pba->q_size_ncdm[k]); } class_alloc(pba->dlnf0_dlnq_ncdm[k], @@ -1488,12 +1587,12 @@ int background_ncdm_init( pba->error_message,pba->error_message); //Loop to find appropriate dq: - for(tolexp=_PSD_DERIVATIVE_EXP_MIN_; tolexp<_PSD_DERIVATIVE_EXP_MAX_; tolexp++){ + for (tolexp=_PSD_DERIVATIVE_EXP_MIN_; tolexp<_PSD_DERIVATIVE_EXP_MAX_; tolexp++) { - if (index_q == 0){ + if (index_q == 0) { dq = MIN((0.5-ppr->smallest_allowed_variation)*q,2*exp(tolexp)*(pba->q_ncdm[k][index_q+1]-q)); } - else if (index_q == pba->q_size_ncdm[k]-1){ + else if (index_q == pba->q_size_ncdm[k]-1) { dq = exp(tolexp)*2.0*(pba->q_ncdm[k][index_q]-pba->q_ncdm[k][index_q-1]); } else{ @@ -1526,7 +1625,7 @@ int background_ncdm_init( /3./pow(_h_P_/2./_PI_,3)/pow(_c_,7)*_Mpc_over_m_*_Mpc_over_m_; /* If allocated, deallocate interpolation table: */ - if ((pba->got_files!=NULL)&&(pba->got_files[k]==_TRUE_)){ + if ((pba->got_files!=NULL)&&(pba->got_files[k]==_TRUE_)) { free(pbadist.q); free(pbadist.f0); free(pbadist.d2f0); @@ -1654,7 +1753,7 @@ int background_ncdm_M_from_Omega( /* In the strict NR limit we have rho = n*(M) today, giving a zeroth order guess: */ M = rho0/n; /* This is our guess for M. */ - for (iter=1; iter<=maxiter; iter++){ + for (iter=1; iter<=maxiter; iter++) { /* Newton iteration. First get relevant quantities at M: */ background_ncdm_momenta(pba->q_ncdm_bg[n_ncdm], @@ -1672,7 +1771,7 @@ int background_ncdm_M_from_Omega( deltaM = (rho0-rho)/drhodM; /* By definition of the derivative */ if ((M+deltaM)<0.0) deltaM = -M/2.0; /* Avoid overshooting to negative M value. */ M += deltaM; /* Update value of M.. */ - if (fabs(deltaM/M)tol_M_ncdm){ + if (fabs(deltaM/M)tol_M_ncdm) { /* Accuracy reached.. */ pba->M_ncdm[n_ncdm] = M; break; @@ -1683,6 +1782,143 @@ int background_ncdm_M_from_Omega( return _SUCCESS_; } +/** + * Perform some check on the input background quantities, and send to + * standard output some information about them + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to initialized background structure + * @return the error status + */ + +int background_checks( + struct precision* ppr, + struct background* pba + ) { + + /** - define local variables */ + int n_ncdm; + double rho_ncdm_rel,rho_nu_rel; + double N_dark; + double w_fld, dw_over_da, integral_fld; + int filenum=0; + + /** - control that we have photons and baryons in the problem */ + class_test((pba->Omega0_g<=0) || (pba->Omega0_b<=0), + pba->error_message, + "CLASS is conceived to work in a universe containing at least two species: photons and baryons. You could work in the limit where Omega_g or Omega_b are very small, but not zero"); + + /** - control that cosmological parameter values make sense, otherwise inform user */ + + /* H0 in Mpc^{-1} */ + /* Many users asked for this test to be supressed. It is commented out. */ + /*class_test((pba->H0 < _H0_SMALL_)||(pba->H0 > _H0_BIG_), + pba->error_message, + "H0=%g out of bounds (%gH0,_H0_SMALL_,_H0_BIG_);*/ + + /* consistency between h and H0 */ + class_test(fabs(pba->h * 1.e5 / _c_ / pba->H0 -1.)>ppr->smallest_allowed_variation, + pba->error_message, + "inconsistency between Hubble and reduced Hubble parameters: you have H0=%f/Mpc=%fkm/s/Mpc, but h=%f",pba->H0,pba->H0/1.e5* _c_,pba->h); + + /* T_cmb in K */ + /* Many users asked for this test to be supressed. It is commented out. */ + /*class_test((pba->T_cmb < _TCMB_SMALL_)||(pba->T_cmb > _TCMB_BIG_), + pba->error_message, + "T_cmb=%g out of bounds (%gT_cmb,_TCMB_SMALL_,_TCMB_BIG_);*/ + + /* Omega_k */ + /* Many users asked for this test to be supressed. It is commented out. */ + /*class_test((pba->Omega0_k < _OMEGAK_SMALL_)||(pba->Omega0_k > _OMEGAK_BIG_), + pba->error_message, + "Omegak = %g out of bounds (%gOmega0_k,_OMEGAK_SMALL_,_OMEGAK_BIG_);*/ + + /* fluid equation of state */ + if (pba->has_fld == _TRUE_) { + + class_call(background_w_fld(pba,0.,&w_fld,&dw_over_da,&integral_fld), pba->error_message, pba->error_message); + + class_test(w_fld >= 1./3., + pba->error_message, + "Your choice for w(a--->0)=%g is suspicious, since it is bigger than 1/3 there cannot be radiation domination at early times\n", + w_fld); + } + + /* Varying fundamental constants */ + if (pba->has_varconst == _TRUE_) { + class_test(pba->varconst_alpha <= 0, + pba->error_message, + "incorrect fine structure constant before transition"); + class_test(pba->varconst_me <= 0, + pba->error_message, + "incorrect effective electron mass before transition"); + class_test(pba->varconst_transition_redshift < 0, + pba->error_message, + "incorrect transition redshift"); + } + + /** - in verbose mode, send to standard output some additional information on non-obvious background parameters */ + if (pba->background_verbose > 0) { + + if (pba->has_ncdm == _TRUE_) { + + /* loop over ncdm species */ + for (n_ncdm=0;n_ncdmN_ncdm; n_ncdm++) { + + /* inform if p-s-d read in files */ + if (pba->got_files[n_ncdm] == _TRUE_) { + printf(" -> ncdm species i=%d read from file %s\n",n_ncdm+1,pba->ncdm_psd_files+filenum*_ARGUMENT_LENGTH_MAX_); + filenum++; + } + + /* inform the user also about the value of the ncdm + masses in eV and about */ + printf(" -> non-cold dark matter species with i=%d has m_i = %e eV (so m_i / omega_i =%e eV)\n", + n_ncdm+1, + pba->m_ncdm_in_eV[n_ncdm], + pba->m_ncdm_in_eV[n_ncdm]*pba->deg_ncdm[n_ncdm]/pba->Omega0_ncdm[n_ncdm]/pba->h/pba->h); + + /* call this function to get rho_ncdm */ + background_ncdm_momenta(pba->q_ncdm_bg[n_ncdm], + pba->w_ncdm_bg[n_ncdm], + pba->q_size_ncdm_bg[n_ncdm], + 0., + pba->factor_ncdm[n_ncdm], + 0., + NULL, + &rho_ncdm_rel, + NULL, + NULL, + NULL); + + /* inform user of the contribution of each species to + radiation density (in relativistic limit): should be + between 1.01 and 1.02 for each active neutrino species; + evaluated as rho_ncdm/rho_nu_rel where rho_nu_rel is the + density of one neutrino in the instantaneous decoupling + limit, i.e. assuming T_nu=(4/11)^1/3 T_gamma (this comes + from the definition of N_eff) */ + rho_nu_rel = 56.0/45.0*pow(_PI_,6)*pow(4.0/11.0,4.0/3.0)*_G_/pow(_h_P_,3)/pow(_c_,7)* + pow(_Mpc_over_m_,2)*pow(pba->T_cmb*_k_B_,4); + + printf(" -> ncdm species i=%d sampled with %d (resp. %d) points for purpose of background (resp. perturbation) integration. In the relativistic limit it gives Delta N_eff = %g\n", + n_ncdm+1, + pba->q_size_ncdm_bg[n_ncdm], + pba->q_size_ncdm[n_ncdm], + rho_ncdm_rel/rho_nu_rel); + } + } + + /* contribution of interacting dark radiation _idr to N_eff */ + if (pba->has_idr == _TRUE_) { + N_dark = pba->Omega0_idr/7.*8./pow(4./11.,4./3.)/pba->Omega0_g; + printf(" -> dark radiation Delta Neff %e\n",N_dark); + } + } + + return _SUCCESS_; +} + /** * This function integrates the background over time, allocates and * fills the background table @@ -1700,31 +1936,35 @@ int background_solve( /** - define local variables */ - /* contains all quantities relevant for the integration algorithm */ - struct generic_integrator_workspace gi; /* parameters and workspace for the background_derivs function */ struct background_parameters_and_workspace bpaw; - /* a growing table (since the number of time steps is not known a priori) */ - growTable gTable; - /* needed for growing table */ - double * pData; - /* needed for growing table */ - void * memcopy_result; - /* initial conformal time */ - double tau_start; - /* final conformal time */ - double tau_end; - /* an index running over bi indices */ - int i; /* vector of quantities to be integrated */ double * pvecback_integration; /* vector of all background quantities */ double * pvecback; - /* necessary for calling array_interpolate(), but never used */ - int last_index=0; /* comoving radius coordinate in Mpc (equal to conformal distance in flat case) */ double comoving_radius=0.; + /* conformal distance in Mpc (equal to comoving radius in flat case) */ + double conformal_distance; + + /* evolvers */ + extern int evolver_rk(EVOLVER_PROTOTYPE); + extern int evolver_ndf15(EVOLVER_PROTOTYPE); + int (*generic_evolver)(EVOLVER_PROTOTYPE) = evolver_ndf15; + + /* initial and final loga values */ + double loga_ini, loga_final; + /* growth factor today */ + double D_today; + /* indices for the different arrays */ + int index_loga, index_scf; + /* what parameters are used in the output? */ + int * used_in_output; + + /* index of ncdm species */ + int n_ncdm; + /** - setup background workspace */ bpaw.pba = pba; class_alloc(pvecback,pba->bg_size*sizeof(double),pba->error_message); bpaw.pvecback = pvecback; @@ -1733,193 +1973,109 @@ int background_solve( class_alloc(pvecback_integration,pba->bi_size*sizeof(double),pba->error_message); /** - impose initial conditions with background_initial_conditions() */ - class_call(background_initial_conditions(ppr,pba,pvecback,pvecback_integration), + class_call_except(background_initial_conditions(ppr,pba,pvecback,pvecback_integration,&(loga_ini)), pba->error_message, - pba->error_message); - - /** - initialize generic integrator with initialize_generic_integrator() */ - - /* Size of vector to integrate is (pba->bi_size-1) rather than - * (pba->bi_size), since tau is not integrated. - */ - class_call(initialize_generic_integrator((pba->bi_size-1),&gi), - gi.error_message, - pba->error_message); + pba->error_message, + free(pvecback);free(pvecback_integration);); - /* here tau_end is in fact the initial time (in the next loop - tau_start = tau_end) */ - tau_end=pvecback_integration[pba->index_bi_tau]; + /** - Determine output vector */ + loga_final = 0.; // with our conventions, loga is in fact log(a/a_0); we integrate until today, when log(a/a_0) = 0 + pba->bt_size = ppr->background_Nloga; - /** - create a growTable with gt_init() */ - class_call(gt_init(&gTable), - gTable.error_message, - pba->error_message); + /** - allocate background tables */ + class_alloc(pba->tau_table,pba->bt_size * sizeof(double),pba->error_message); + class_alloc(pba->z_table,pba->bt_size * sizeof(double),pba->error_message); + class_alloc(pba->loga_table,pba->bt_size * sizeof(double),pba->error_message); - /* initialize the counter for the number of steps */ - pba->bt_size=0; + class_alloc(pba->d2tau_dz2_table,pba->bt_size * sizeof(double),pba->error_message); + class_alloc(pba->d2z_dtau2_table,pba->bt_size * sizeof(double),pba->error_message); - /** - loop over integration steps: call background_functions(), find step size, save data in growTable with gt_add(), perform one step with generic_integrator(), store new value of tau */ + class_alloc(pba->background_table,pba->bt_size * pba->bg_size * sizeof(double),pba->error_message); + class_alloc(pba->d2background_dloga2_table,pba->bt_size * pba->bg_size * sizeof(double),pba->error_message); - while (pvecback_integration[pba->index_bi_a] < pba->a_today) { + class_alloc(used_in_output, pba->bt_size*sizeof(int), pba->error_message); - tau_start = tau_end; + /** - define values of loga at which results will be stored */ + for (index_loga=0; index_logabt_size; index_loga++) { + pba->loga_table[index_loga] = loga_ini + index_loga*(loga_final-loga_ini)/(pba->bt_size-1); + used_in_output[index_loga] = 1; + } - /* -> find step size (trying to adjust the last step as close as possible to the one needed to reach a=a_today; need not be exact, difference corrected later) */ - class_call(background_functions(pba,pvecback_integration, pba->short_info, pvecback), - pba->error_message, - pba->error_message); + /** - choose the right evolver */ + switch (ppr->background_evolver) { - if ((pvecback_integration[pba->index_bi_a]*(1.+ppr->back_integration_stepsize)) < pba->a_today) { - tau_end = tau_start + ppr->back_integration_stepsize / (pvecback_integration[pba->index_bi_a]*pvecback[pba->index_bg_H]); - /* no possible segmentation fault here: non-zeroness of "a" has been checked in background_functions() */ - } - else { - tau_end = tau_start + (pba->a_today/pvecback_integration[pba->index_bi_a]-1.) / (pvecback_integration[pba->index_bi_a]*pvecback[pba->index_bg_H]); - /* no possible segmentation fault here: non-zeroness of "a" has been checked in background_functions() */ + case rk: + generic_evolver = evolver_rk; + if (pba->background_verbose > 1) { + printf("%s\n", "Chose rk as generic_evolver"); } + break; - - class_test_except((tau_end-tau_start)/tau_start < ppr->smallest_allowed_variation, - pba->error_message, - gt_free(&gTable);cleanup_generic_integrator(&gi);background_free_input(pba);free(pvecback_integration);free(pvecback), - "integration step: relative change in time =%e < machine precision : leads either to numerical error or infinite loop",(tau_end-tau_start)/tau_start); - - /* -> save data in growTable */ - class_call(gt_add(&gTable,_GT_END_,(void *) pvecback_integration,sizeof(double)*pba->bi_size), - gTable.error_message, - pba->error_message); - pba->bt_size++; - - - /* -> perform one step */ - class_call(generic_integrator(background_derivs, - tau_start, - tau_end, - pvecback_integration, - &bpaw, - ppr->tol_background_integration, - ppr->smallest_allowed_variation, - &gi), - gi.error_message, - pba->error_message); - - /* -> store value of tau */ - pvecback_integration[pba->index_bi_tau]=tau_end; - + case ndf15: + generic_evolver = evolver_ndf15; + if (pba->background_verbose > 1) { + printf("%s\n", "Chose ndf15 as generic_evolver"); + } + break; } - /** - save last data in growTable with gt_add() */ - class_call(gt_add(&gTable,_GT_END_,(void *) pvecback_integration,sizeof(double)*pba->bi_size), - gTable.error_message, - pba->error_message); - pba->bt_size++; - - - /* integration finished */ - - /** - clean up generic integrator with cleanup_generic_integrator() */ - class_call(cleanup_generic_integrator(&gi), - gi.error_message, - pba->error_message); - - /** - retrieve data stored in the growTable with gt_getPtr() */ - class_call(gt_getPtr(&gTable,(void**)&pData), - gTable.error_message, - pba->error_message); - - /** - interpolate to get quantities precisely today with array_interpolate() */ - class_call(array_interpolate( - pData, - pba->bi_size, - pba->bt_size, - pba->index_bi_a, - pba->a_today, - &last_index, - pvecback_integration, - pba->bi_size, - pba->error_message), + /** - perform the integration */ + class_call_except(generic_evolver(background_derivs, + loga_ini, + loga_final, + pvecback_integration, + used_in_output, + pba->bi_size, + &bpaw, + ppr->tol_background_integration, + ppr->smallest_allowed_variation, + background_timescale, //'evaluate_timescale', required by evolver_rk but not by ndf15 + ppr->background_integration_stepsize, + pba->loga_table, + pba->bt_size, + background_sources, + NULL, //'print_variables' in evolver_rk could be set, but, not required + pba->error_message), pba->error_message, - pba->error_message); - - /* substitute last line with quantities today */ - for (i=0; ibi_size; i++) - pData[(pba->bt_size-1)*pba->bi_size+i]=pvecback_integration[i]; + pba->error_message, + background_free_noinput(pba); + free(pvecback); + free(pvecback_integration); + free(used_in_output); + ); - /** - deduce age of the Universe */ + /** - recover some quantities today */ /* -> age in Gyears */ pba->age = pvecback_integration[pba->index_bi_time]/_Gyr_over_Mpc_; /* -> conformal age in Mpc */ pba->conformal_age = pvecback_integration[pba->index_bi_tau]; /* -> contribution of decaying dark matter and dark radiation to the critical density today: */ - if (pba->has_dcdm == _TRUE_){ + if (pba->has_dcdm == _TRUE_) { pba->Omega0_dcdm = pvecback_integration[pba->index_bi_rho_dcdm]/pba->H0/pba->H0; } - if (pba->has_dr == _TRUE_){ + if (pba->has_dr == _TRUE_) { pba->Omega0_dr = pvecback_integration[pba->index_bi_rho_dr]/pba->H0/pba->H0; } + /* -> scale-invariant growth rate today */ + D_today = pvecback_integration[pba->index_bi_D]; + /** - In a loop over lines, fill rest of background table for + quantities that depend on numbers like "conformal_age" or + "D_today" that were calculated just before */ + for (index_loga=0; index_loga < pba->bt_size; index_loga++) { - /** - allocate background tables */ - class_alloc(pba->tau_table,pba->bt_size * sizeof(double),pba->error_message); - - class_alloc(pba->z_table,pba->bt_size * sizeof(double),pba->error_message); + pba->background_table[index_loga*pba->bg_size+pba->index_bg_D]*= 1./D_today; - class_alloc(pba->d2tau_dz2_table,pba->bt_size * sizeof(double),pba->error_message); + conformal_distance = pba->conformal_age - pba->tau_table[index_loga]; + pba->background_table[index_loga*pba->bg_size+pba->index_bg_conf_distance] = conformal_distance; - class_alloc(pba->background_table,pba->bt_size * pba->bg_size * sizeof(double),pba->error_message); + if (pba->sgnK == 0) { comoving_radius = conformal_distance; } + else if (pba->sgnK == 1) { comoving_radius = sin(sqrt(pba->K)*conformal_distance)/sqrt(pba->K); } + else if (pba->sgnK == -1) { comoving_radius = sinh(sqrt(-pba->K)*conformal_distance)/sqrt(-pba->K); } - class_alloc(pba->d2background_dtau2_table,pba->bt_size * pba->bg_size * sizeof(double),pba->error_message); - - /** - In a loop over lines, fill background table using the result of the integration plus background_functions() */ - for (i=0; i < pba->bt_size; i++) { - - /* -> establish correspondence between the integrated variable and the bg variables */ - - pba->tau_table[i] = pData[i*pba->bi_size+pba->index_bi_tau]; - - class_test(pData[i*pba->bi_size+pba->index_bi_a] <= 0., - pba->error_message, - "a = %e instead of strictly positiv",pData[i*pba->bi_size+pba->index_bi_a]); - - pba->z_table[i] = pba->a_today/pData[i*pba->bi_size+pba->index_bi_a]-1.; - - pvecback[pba->index_bg_time] = pData[i*pba->bi_size+pba->index_bi_time]; - pvecback[pba->index_bg_conf_distance] = pba->conformal_age - pData[i*pba->bi_size+pba->index_bi_tau]; - - if (pba->sgnK == 0) comoving_radius = pvecback[pba->index_bg_conf_distance]; - else if (pba->sgnK == 1) comoving_radius = sin(sqrt(pba->K)*pvecback[pba->index_bg_conf_distance])/sqrt(pba->K); - else if (pba->sgnK == -1) comoving_radius = sinh(sqrt(-pba->K)*pvecback[pba->index_bg_conf_distance])/sqrt(-pba->K); - - pvecback[pba->index_bg_ang_distance] = pba->a_today*comoving_radius/(1.+pba->z_table[i]); - pvecback[pba->index_bg_lum_distance] = pba->a_today*comoving_radius*(1.+pba->z_table[i]); - pvecback[pba->index_bg_rs] = pData[i*pba->bi_size+pba->index_bi_rs]; - - /* -> compute all other quantities depending only on {B} variables. - The value of {B} variables in pData are also copied to pvecback.*/ - class_call(background_functions(pba,pData+i*pba->bi_size, pba->long_info, pvecback), - pba->error_message, - pba->error_message); - - /* -> compute growth functions (valid in dust universe) */ - - /* Normalise D(z=0)=1 and construct f = D_prime/(aHD) */ - pvecback[pba->index_bg_D] = pData[i*pba->bi_size+pba->index_bi_D]/pData[(pba->bt_size-1)*pba->bi_size+pba->index_bi_D]; - pvecback[pba->index_bg_f] = pData[i*pba->bi_size+pba->index_bi_D_prime]/ - (pData[i*pba->bi_size+pba->index_bi_D]*pvecback[pba->index_bg_a]*pvecback[pba->index_bg_H]); - - /* -> write in the table */ - memcopy_result = memcpy(pba->background_table + i*pba->bg_size,pvecback,pba->bg_size*sizeof(double)); - - class_test(memcopy_result != pba->background_table + i*pba->bg_size, - pba->error_message, - "cannot copy data back to pba->background_table"); - } - - /** - free the growTable with gt_free() */ - - class_call(gt_free(&gTable), - gTable.error_message, - pba->error_message); + pba->background_table[index_loga*pba->bg_size+pba->index_bg_ang_distance] = comoving_radius/(1.+pba->z_table[index_loga]); + pba->background_table[index_loga*pba->bg_size+pba->index_bg_lum_distance] = comoving_radius*(1.+pba->z_table[index_loga]); + } /** - fill tables of second derivatives (in view of spline interpolation) */ class_call(array_spline_table_lines(pba->z_table, @@ -1933,471 +2089,54 @@ int background_solve( pba->error_message); class_call(array_spline_table_lines(pba->tau_table, + pba->bt_size, + pba->z_table, + 1, + pba->d2z_dtau2_table, + _SPLINE_EST_DERIV_, + pba->error_message), + pba->error_message, + pba->error_message); + + class_call(array_spline_table_lines(pba->loga_table, pba->bt_size, pba->background_table, pba->bg_size, - pba->d2background_dtau2_table, + pba->d2background_dloga2_table, _SPLINE_EST_DERIV_, pba->error_message), pba->error_message, pba->error_message); -/** - second loop over lines, overwrite derivatives that can't be analytically computed from background_functions - * Fill the derivatives of the Bellini-Sawicki functions in pvecback - * This is done just by overwriting the pvecback entries corresponding to the relevant indice - */ - - double * pvecback_derivs; - class_alloc(pvecback_derivs,pba->bg_size*sizeof(double),pba->error_message); - - for (i=0; i < pba->bt_size; i++) { - - // write the derivatives in the structure - class_call(array_derivate_spline(pba->tau_table, // x_array - pba->bt_size, // int n_lines - pba->background_table, // array - pba->d2background_dtau2_table, // double * array_splined - pba->bg_size, // n_columns - pba->tau_table[i], // double x -> tau - &last_index, // int* last_index // this is something for the interpolation to talk to each other when using a loop - pvecback_derivs, // double * result - pba->bg_size, //result_size, from 1 to n_columns - pba->error_message), - pba->error_message, - pba->error_message); - - /* -> write in the table (overwrite the alpha time derivatives, which were set to nan in background_functions) - * direction of copy: add the corresponding indices to the coordinates - * thing to be copied: the address (&) to the element of pvecback corresponding to the index we want - * size: just a single double number - * -> repeat for all necessary quantities - */ - if (pba->has_smg == _TRUE_){ - - //Need to update pvecback - class_call(background_at_tau(pba, - pba->tau_table[i], - pba->long_info, - pba->inter_normal, - &last_index, //should be no problem to use the same one as for the derivatives - pvecback), - pba->error_message, - pba->error_message); - - /*NOTE: here we compute the derivatives of quantities coputed in background_gravity_functions during the integration. - * for quantities that depend on these derivatives (e.g. the gamma_i functions determining the effective mass) - * there is an additional loop at the end of background_solve - */ - - // Kineticity' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_kineticity_prime_smg, - &pvecback_derivs[pba->index_bg_kineticity_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_kineticity_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //Braiding' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_braiding_prime_smg, - &pvecback_derivs[pba->index_bg_braiding_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_braiding_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //Planck mass run rate' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_mpl_running_prime_smg, - &pvecback_derivs[pba->index_bg_mpl_running_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_mpl_running_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //Tensor excess' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_tensor_excess_prime_smg, - &pvecback_derivs[pba->index_bg_tensor_excess_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_tensor_excess_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //H'' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_H_prime_prime, - &pvecback_derivs[pba->index_bg_H_prime], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_H_prime_prime, + if (pba->has_smg == _TRUE_) { + class_call_except(background_solve_smg(pba, pvecback, pvecback_integration), pba->error_message, - "cannot copy data back to pba->background_table"); - - // p_tot_wo_smg' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_p_tot_wo_prime_smg, - &pvecback_derivs[pba->index_bg_p_tot_wo_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_p_tot_wo_prime_smg, pba->error_message, - "cannot copy data back to pba->background_table"); - - // p_smg' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_p_prime_smg, - &pvecback_derivs[pba->index_bg_p_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_p_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //D' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_kinetic_D_prime_smg, - &pvecback_derivs[pba->index_bg_kinetic_D_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_kinetic_D_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - // Planck's mass running - // Only need to compute it if neither self consistent field evolution nor evolving M_pl in terms of alpha_M - // check equation 3.3 of Bellini & Sawicki 2014 - - if (pba->field_evolution_smg == _FALSE_ && pba->M_pl_evolution_smg == _FALSE_){ - - double alpha_M = pvecback_derivs[pba->index_bg_delta_M2_smg]/pvecback[pba->index_bg_delta_M2_smg]/pvecback[pba->index_bg_a]/pvecback[pba->index_bg_H]; - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_mpl_running_smg, - &alpha_M, //write using the address - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_mpl_running_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - } - - double a = pvecback[pba->index_bg_a]; - double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; - double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; - double p_smg = pvecback[pba->index_bg_p_smg]; - double rho_smg = pvecback[pba->index_bg_rho_smg]; - - if(pba->background_verbose > 15 && fabs(1. - pvecback[pba->index_bg_H_prime]/pvecback_derivs[pba->index_bg_H])>1e-8) - printf("a = %g, (delta H')/H' = %g \n", a, 1. - pvecback[pba->index_bg_H_prime]/pvecback_derivs[pba->index_bg_H]); - - - //TODO: clean up this!! - // speed of sound, wanted for output - - double H = pvecback[pba->index_bg_H]; - double H_p = pvecback[pba->index_bg_H_prime]; - - double M2 = pvecback[pba->index_bg_M2_smg]; - double kin = pvecback[pba->index_bg_kineticity_smg]; - double bra = pvecback[pba->index_bg_braiding_smg]; - double run = pvecback[pba->index_bg_mpl_running_smg]; - double ten = pvecback[pba->index_bg_tensor_excess_smg]; - double dM2 = pvecback[pba->index_bg_delta_M2_smg]; - - //need to update the time derivatives of the interesting functions - - double kin_p = pvecback_derivs[pba->index_bg_kineticity_smg]; - double bra_p = pvecback_derivs[pba->index_bg_braiding_smg]; - double run_p = pvecback_derivs[pba->index_bg_mpl_running_smg]; - double ten_p = pvecback_derivs[pba->index_bg_tensor_excess_smg]; - double p_tot_p = pvecback_derivs[pba->index_bg_p_tot_wo_smg]; - double p_smg_p = pvecback_derivs[pba->index_bg_p_smg]; - double D = pvecback[pba->index_bg_kinetic_D_smg]; - - pvecback[pba->index_bg_lambda_1_smg] = (run + (-1.)*ten)*(-3.)*bra + (1. + ten)*kin; - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_1_smg, - &pvecback[pba->index_bg_lambda_1_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_1_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_2_smg] = (- 2.*dM2 + bra*M2)*(rho_tot + p_tot)*(-3.)/2.*pow(H,-2)*pow(M2,-1) + ((-2.) + bra)*(rho_smg + p_smg)*(-3.)/2.*pow(H,-2) + pow(H,-1)*bra_p*pow(a,-1); - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_2_smg, - &pvecback[pba->index_bg_lambda_2_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_2_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_3_smg] = (2. + run)*(-1.)/2.*D + (-3.)/4.*bra*pvecback[pba->index_bg_lambda_2_smg]; - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_3_smg, - &pvecback[pba->index_bg_lambda_3_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_3_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_4_smg] = kin*pvecback[pba->index_bg_lambda_2_smg] + (2.*kin*bra_p + (-1.)*bra*kin_p)*(-1.)*pow(H,-1)*pow(a,-1); - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_4_smg, - &pvecback[pba->index_bg_lambda_4_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_4_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_5_smg] = (bra + 2.*run + (-2.)*ten + bra*ten)*3./2.*bra + (run + (-1.)*ten)*D + 3./2.*bra*pvecback[pba->index_bg_lambda_2_smg]; - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_5_smg, - &pvecback[pba->index_bg_lambda_5_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_5_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_6_smg] = 3./2.*(((9./2.*bra + kin)*dM2*pow(M2,-1) + (-9.)/4.*pow(bra,2) - bra*kin/2. + D*run)*pow(rho_tot,2) + ((9.*bra + kin)*dM2*pow(M2,-1) + (-9.)/2.*pow(bra,2) - bra*kin/2. + D*run)*rho_tot*p_tot + 9./2.*bra*(dM2 - M2*bra/2.)*pow(M2,-1)*pow(p_tot,2) + (kin*dM2*pow(M2,-1) - bra*kin/2. + D*run)*(rho_tot + p_tot)*rho_smg + ((kin - bra*kin/2. + D*run)*rho_smg + ((9.*bra + kin)*(2. - bra)/2. + D*run - 9./2.*bra*pow(M2,-1))*rho_tot + 9.*bra*(1. - bra/2. - pow(M2,-1)/2.)*p_tot)*(rho_smg + p_smg) + 9./2.*bra*(1. - bra/2.)*pow(rho_smg + p_smg,2))*pow(H,-4) + (((9.*bra*(rho_tot + p_tot) - 2.*kin*(rho_tot + rho_smg)) + (rho_smg + p_smg)*9.*bra)*bra_p/2. + (rho_tot + rho_smg)*bra*kin_p + (2.*dM2*kin + 3.*pow(bra,2)*M2)*3./2.*pow(M2,-1)*p_tot_p + 3.*D*p_smg_p)*pow(H,-3)*pow(a,-1)/2.; - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_6_smg, - &pvecback[pba->index_bg_lambda_6_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_6_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_7_smg] = ((-2.) + bra)*(4. + run)*(-1.)/8.*D + ((-2.)*(2. + dM2) + bra*M2)*(rho_tot + p_tot)*3./16.*pow(H,-2)*D*pow(M2,-1) + ((-2.) + bra)*(rho_smg + p_smg)*3./16.*pow(H,-2)*D + (D*bra_p + ((-2.) + bra)*((-3.)*bra*bra_p + (-1.)*kin_p))*1./8.*pow(H,-1)*pow(a,-1); - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_7_smg, - &pvecback[pba->index_bg_lambda_7_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_7_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_8_smg] = ((-2.) + bra)*(4. + run)*1./8.*D + 3./8.*(rho_tot + p_tot)*(((-9.)*bra + (-2.)*D*(3. + 2.*dM2 - bra*M2))*(-1.)/2. + (-rho_tot*dM2 - (p_smg + rho_smg*M2))*9.*pow(H,-2)*pow(M2,-1))*pow(H,-2)*pow(M2,-1) + ((-2.) + bra)*(rho_smg + p_smg)*(-3.)/8.*pow(H,-2)*D + (-2.*dM2 + bra*M2)*(rho_tot + p_tot)*(p_tot + p_smg)*27./16.*pow(H,-4)*pow(M2,-2) + ((-9.)*(rho_tot + p_tot) + (-6.)*bra*pow(H,2)*M2 + 3.*pow(bra,2)*pow(H,2)*M2 + (-1.)*pow(H,2)*D*M2)*1./8.*pow(H,-3)*pow(M2,-1)*bra_p*pow(a,-1) + ((-2.) + bra)*1./8.*pow(H,-1)*kin_p*pow(a,-1) + ((-2.) + bra)*9./16.*bra*pow(H,-3)*pow(M2,-1)*p_tot_p*pow(a,-1); - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_8_smg, - &pvecback[pba->index_bg_lambda_8_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_8_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_9_smg] = ((-2.) + 3.*bra)*D + 2.*pvecback[pba->index_bg_lambda_3_smg] + (D + (-1.)*pvecback[pba->index_bg_lambda_2_smg])*(((-3.) + 2.*bra)*(-3.)/2. + (p_tot + p_smg)*9./2.*pow(H,-2)) + (3.*bra*bra_p + kin_p)*(-1.)*pow(H,-1)*pow(a,-1) + (-9.)/2.*bra*pow(H,-3)*pow(M2,-1)*p_tot_p*pow(a,-1); - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_9_smg, - &pvecback[pba->index_bg_lambda_9_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_9_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_10_smg] = (D + (-1.)*pvecback[pba->index_bg_lambda_3_smg])*(-2.) + (3.*bra*dM2 + kin*M2)*(rho_tot + p_tot)*3.*pow(H,-2)*pow(M2,-1) + (3.*bra + kin)*(rho_smg + p_smg)*3.*pow(H,-2) + (-1.)*pow(H,-1)*kin_p*pow(a,-1); - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_10_smg, - &pvecback[pba->index_bg_lambda_10_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_10_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_lambda_11_smg] = bra + 2.*run - (2.-bra)*ten; - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_11_smg, - &pvecback[pba->index_bg_lambda_11_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_11_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_cs2num_smg] = ((-2.) + bra)*((-1.)*bra + (-2.)*run + 2.*ten + (-1.)*bra*ten)*1./2. + pvecback[pba->index_bg_lambda_2_smg]; - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_cs2num_smg, - &pvecback[pba->index_bg_cs2num_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_cs2num_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - pvecback[pba->index_bg_cs2_smg] = pvecback[pba->index_bg_cs2num_smg]/D; - - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_cs2_smg, - &pvecback[pba->index_bg_cs2_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_cs2_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - - /* Here we update the minimum values of the stability quantities - * test will be performed based on the lowest values - */ - if (a > pba->a_min_stability_test_smg && pba->parameters_tuned_smg == _TRUE_){ - if (D < pba->min_D_smg){ - pba->min_D_smg = D; - } - - if (pvecback[pba->index_bg_cs2_smg] <= pba->min_cs2_smg){ - pba->min_cs2_smg = pvecback[pba->index_bg_cs2_smg]; - } - - if (pvecback[pba->index_bg_M2_smg] < pba->min_M2_smg){ - pba->min_M2_smg = pvecback[pba->index_bg_M2_smg]; - } - - if (pvecback[pba->index_bg_tensor_excess_smg] + 1. < pba->min_ct2_smg){ - pba->min_ct2_smg = 1. + pvecback[pba->index_bg_tensor_excess_smg]; - } - - if (pvecback[pba->index_bg_braiding_smg] < pba->min_bra_smg){ - pba->min_bra_smg = pvecback[pba->index_bg_braiding_smg]; - } - if (pvecback[pba->index_bg_braiding_smg] > pba->max_bra_smg){ - pba->max_bra_smg = pvecback[pba->index_bg_braiding_smg]; - } - } - - }//end of has_smg - - } - - /* Horndeski stability tests - * only if not overriden - * and model is tuned! - */ - if ((pba->has_smg == _TRUE_) && - (pba->parameters_tuned_smg == _TRUE_) && - (pba->skip_stability_tests_smg == _FALSE_)){ - - class_test_except(pba->min_D_smg <= -fabs(pba->D_safe_smg), - pba->error_message, - free(pvecback_derivs);free(pvecback);free(pvecback_integration);background_free(pba), - "Ghost instability for scalar field perturbations with minimum D=%g \n",pba->min_D_smg); - class_test_except(pba->min_cs2_smg < -fabs(pba->cs2_safe_smg), - pba->error_message, - free(pvecback_derivs);free(pvecback);free(pvecback_integration);background_free(pba), - "Gradient instability for scalar field perturbations with minimum c_s^2=%g \n",pba->min_cs2_smg); - class_test_except(pba->min_M2_smg < -fabs(pba->M2_safe_smg), - pba->error_message, - free(pvecback_derivs);free(pvecback);free(pvecback_integration);background_free(pba), - "Ghost instability for metric tensor perturbations with minimum M*^2=%g \n",pba->min_M2_smg); - class_test_except(pba->min_ct2_smg < -fabs(pba->ct2_safe_smg), - pba->error_message, - free(pvecback_derivs);free(pvecback);free(pvecback_integration);background_free(pba), - "Gradient instability for metric tensor perturbations with minimum c_t^2=%g \n",pba->min_ct2_smg); - - } - - /* Yet another (third!) loop to make sure the background table makes sense - */ - for (i=0; i < pba->bt_size; i++) { - - if (pba->has_smg == _TRUE_){ - - - //write the derivatives in the structure - class_call(array_derivate_spline(pba->tau_table, // x_array - pba->bt_size, // int n_lines - pba->background_table, // array - pba->d2background_dtau2_table, // double * array_splined - pba->bg_size, // n_columns - pba->tau_table[i], // double x -> tau - &last_index, // int* last_index // this is something for the interpolation to talk to each other when using a loop - pvecback_derivs, // double * result - pba->bg_size, //result_size, from 1 to n_columns - pba->error_message), - pba->error_message, - pba->error_message); - - //cs2num' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_cs2num_prime_smg, - &pvecback_derivs[pba->index_bg_cs2num_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_cs2num_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //lambda_2' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_2_prime_smg, - &pvecback_derivs[pba->index_bg_lambda_2_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_2_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //lambda_8' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_8_prime_smg, - &pvecback_derivs[pba->index_bg_lambda_8_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_8_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //lambda_9' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_9_prime_smg, - &pvecback_derivs[pba->index_bg_lambda_9_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_9_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - //lambda_11' - memcopy_result = memcpy(pba->background_table + i*pba->bg_size + pba->index_bg_lambda_11_prime_smg, - &pvecback_derivs[pba->index_bg_lambda_11_smg], - 1*sizeof(double)); - class_test(memcopy_result != pba->background_table + i*pba->bg_size + pba->index_bg_lambda_11_prime_smg, - pba->error_message, - "cannot copy data back to pba->background_table"); - - } - - - class_call(background_at_tau(pba, - pba->tau_table[i], - pba->long_info, - pba->inter_normal, - &last_index, //should be no problem to use the same one as for the derivatives - pvecback), - pba->error_message, - pba->error_message); - - // check if any of the values becomes nan - int j = 0; - while (j < pba->bg_size){ - class_test_except(isnan(pvecback[j]) && (pba->parameters_tuned_smg == _TRUE_), - pba->error_message, - free(pvecback_derivs);free(pvecback);free(pvecback_integration);background_free(pba), - "pvecback[%i] = %e at a = %e in background!",j,pvecback[j],pvecback[pba->index_bg_a]); - j++; - } - + free(used_in_output);); } - free(pvecback_derivs); //free the structure + /** - compute remaining "related parameters" */ + /** - so-called "effective neutrino number", computed at earliest + time in interpolation table. This should be seen as a + definition: Neff is the equivalent number of + instantaneously-decoupled neutrinos accounting for the + radiation density, beyond photons */ - /** - compute remaining "related parameters" - * - so-called "effective neutrino number", computed at earliest - time in interpolation table. This should be seen as a - definition: Neff is the equivalent number of - instantaneously-decoupled neutrinos accounting for the - radiation density, beyond photons */ pba->Neff = (pba->background_table[pba->index_bg_Omega_r] *pba->background_table[pba->index_bg_rho_crit] -pba->background_table[pba->index_bg_rho_g]) /(7./8.*pow(4./11.,4./3.)*pba->background_table[pba->index_bg_rho_g]); - /** - done */ + /** - send information to standard output */ if (pba->background_verbose > 0) { printf(" -> age = %f Gyr\n",pba->age); printf(" -> conformal age = %f Mpc\n",pba->conformal_age); + printf(" -> N_eff = %g (summed over all species that are non-relativistic at early times) \n",pba->Neff); } if (pba->background_verbose > 2) { - if ((pba->has_dcdm == _TRUE_)&&(pba->has_dr == _TRUE_)){ + if ((pba->has_dcdm == _TRUE_)&&(pba->has_dr == _TRUE_)) { printf(" Decaying Cold Dark Matter details: (DCDM --> DR)\n"); printf(" -> Omega0_dcdm = %f\n",pba->Omega0_dcdm); printf(" -> Omega0_dr = %f\n",pba->Omega0_dr); @@ -2405,27 +2144,53 @@ int background_solve( pba->Omega0_dr+pba->Omega0_dcdm,pba->Omega0_dcdmdr); printf(" -> Omega_ini_dcdm/Omega_b = %f\n",pba->Omega_ini_dcdm/pba->Omega0_b); } - if (pba->has_smg == _TRUE_){ - printf(" -> Omega_smg = %f, wanted %f ",pvecback[pba->index_bg_rho_smg]/pvecback[pba->index_bg_rho_crit], pba->Omega0_smg); - if(pba->has_lambda == _TRUE_) - printf(", Omega_Lambda = %f", pba->Omega0_lambda); - printf("\n"); - if (pba->background_verbose > 3) { - printf("Minimal stability values: cs2 = %g, ct2 = %g, D = %g, M2 = %g \n",pba->min_cs2_smg,pba->min_ct2_smg,pba->min_D_smg,pba->min_M2_smg); + if (pba->has_scf == _TRUE_) { + printf(" Scalar field details:\n"); + printf(" -> Omega_scf = %g, wished %g\n", + pba->background_table[(pba->bt_size-1)*pba->bg_size+pba->index_bg_rho_scf]/pba->background_table[(pba->bt_size-1)*pba->bg_size+pba->index_bg_rho_crit], pba->Omega0_scf); + if (pba->has_lambda == _TRUE_) { + printf(" -> Omega_Lambda = %g, wished %g\n", + pba->background_table[(pba->bt_size-1)*pba->bg_size+pba->index_bg_rho_lambda]/pba->background_table[(pba->bt_size-1)*pba->bg_size+pba->index_bg_rho_crit], pba->Omega0_lambda); } - - if (pba->field_evolution_smg == _TRUE_){ - pba->xi_0_smg = pvecback_integration[pba->index_bi_phi_prime_smg]*pvecback[pba->index_bg_H]/pow(pba->H0,2); - pba->phi_0_smg = pvecback_integration[pba->index_bi_phi_smg]; + printf(" -> parameters: [lambda, alpha, A, B] = \n"); + printf(" ["); + for (index_scf=0; index_scfscf_parameters_size-1; index_scf++) { + printf("%.3f, ",pba->scf_parameters[index_scf]); } + printf("%.3f]\n",pba->scf_parameters[pba->scf_parameters_size-1]); + } + if (pba->has_smg == _TRUE_) { + class_call( + background_print_stdout_smg(pba, pvecback, pvecback_integration), + pba->error_message, + pba->error_message + ); + } + } - background_gravity_parameters(pba); - + /** - store information in the background structure */ + pba->Omega0_m = pba->background_table[(pba->bt_size-1)*pba->bg_size+pba->index_bg_Omega_m]; + pba->Omega0_r = pba->background_table[(pba->bt_size-1)*pba->bg_size+pba->index_bg_Omega_r]; + pba->Omega0_de = 1. - (pba->Omega0_m + pba->Omega0_r + pba->Omega0_k); + + /* Compute the density fraction of non-free-streaming matter (in the minimal LambdaCDM model, this would be just Omega_b + Omega_cdm). This definition takes into account interating, decaying and warm dark matter, but it would need to be refined if some part of the matter component was modelled by the fluid (fld) or the scalar field (scf). */ + pba->Omega0_nfsm = pba->Omega0_b; + if (pba->has_cdm == _TRUE_) + pba->Omega0_nfsm += pba->Omega0_cdm; + if (pba->has_idm == _TRUE_) + pba->Omega0_nfsm += pba->Omega0_idm; + if (pba->has_dcdm == _TRUE_) + pba->Omega0_nfsm += pba->Omega0_dcdm; + for (n_ncdm=0;n_ncdmN_ncdm; n_ncdm++) { + /* here we define non-free-streaming matter as: any non-relatistic species with a dimensionless ratio m/T bigger than a threshold ppr->M_nfsm_threshold; if this threshold is of the order of 10^4, this corresponds to the condition "becoming non-relativistic during radiation domination". Beware: this definition won't work in the case in which the user passes a customised p.s.d. for ncdm, such that M_ncdm is not defined. */ + if (pba->M_ncdm[n_ncdm] > ppr->M_nfsm_threshold) { + pba->Omega0_nfsm += pba->Omega0_ncdm[n_ncdm]; } } free(pvecback); free(pvecback_integration); + free(used_in_output); return _SUCCESS_; @@ -2438,6 +2203,7 @@ int background_solve( * @param pba Input: pointer to background structure * @param pvecback Input: vector of background quantities used as workspace * @param pvecback_integration Output: vector of background quantities to be integrated, returned with proper initial values + * @param loga_ini Output: value of loga (in fact with our conventions log(a/a_0)) at initial time * @return the error status */ @@ -2445,7 +2211,8 @@ int background_initial_conditions( struct precision *ppr, struct background *pba, double * pvecback, /* vector with argument pvecback[index_bg] (must be already allocated, normal format is sufficient) */ - double * pvecback_integration /* vector with argument pvecback_integration[index_bi] (must be already allocated with size pba->bi_size) */ + double * pvecback_integration, /* vector with argument pvecback_integration[index_bi] (must be already allocated with size pba->bi_size) */ + double * loga_ini ) { /** Summary: */ @@ -2461,15 +2228,13 @@ int background_initial_conditions( double scf_lambda; double rho_fld_today; double w_fld,dw_over_da_fld,integral_fld; - double phi_scale, V_scale,p1,p2,p3; //smg related variables - int i = 0; /** - fix initial value of \f$ a \f$ */ - a = ppr->a_ini_over_a_today_default * pba->a_today; + a = ppr->a_ini_over_a_today_default; /** If we have ncdm species, perhaps we need to start earlier - than the standard value for the species to be relativistic. - This could happen for some WDM models. + than the standard value for the species to be relativistic. + This could happen for some WDM models. */ if (pba->has_ncdm == _TRUE_) { @@ -2481,64 +2246,69 @@ int background_initial_conditions( for (n_ncdm=0; n_ncdmN_ncdm; n_ncdm++) { - class_call(background_ncdm_momenta(pba->q_ncdm_bg[n_ncdm], - pba->w_ncdm_bg[n_ncdm], - pba->q_size_ncdm_bg[n_ncdm], - pba->M_ncdm[n_ncdm], - pba->factor_ncdm[n_ncdm], - pba->a_today/a-1.0, - NULL, - &rho_ncdm, - &p_ncdm, - NULL, - NULL), + class_call(background_ncdm_momenta(pba->q_ncdm_bg[n_ncdm], + pba->w_ncdm_bg[n_ncdm], + pba->q_size_ncdm_bg[n_ncdm], + pba->M_ncdm[n_ncdm], + pba->factor_ncdm[n_ncdm], + 1./a-1.0, + NULL, + &rho_ncdm, + &p_ncdm, + NULL, + NULL), pba->error_message, pba->error_message); - rho_ncdm_rel_tot += 3.*p_ncdm; - if (fabs(p_ncdm/rho_ncdm-1./3.)>ppr->tol_ncdm_initial_w) - is_early_enough = _FALSE_; + rho_ncdm_rel_tot += 3.*p_ncdm; + if (fabs(p_ncdm/rho_ncdm-1./3.)>ppr->tol_ncdm_initial_w) { + is_early_enough = _FALSE_; + } + } + if (is_early_enough == _TRUE_) { + break; + } + else { + a *= _SCALE_BACK_; } - if (is_early_enough == _TRUE_) - break; - else - a *= _SCALE_BACK_; } class_test(counter == _MAX_IT_, - pba->error_message, - "Search for initial scale factor a such that all ncdm species are relativistic failed."); + pba->error_message, + "Search for initial scale factor a such that all ncdm species are relativistic failed."); } - pvecback_integration[pba->index_bi_a] = a; - /* Set initial values of {B} variables: */ Omega_rad = pba->Omega0_g; - if (pba->has_ur == _TRUE_) + if (pba->has_ur == _TRUE_) { Omega_rad += pba->Omega0_ur; - rho_rad = Omega_rad*pow(pba->H0,2)/pow(a/pba->a_today,4); - if (pba->has_ncdm == _TRUE_){ + } + if (pba->has_idr == _TRUE_) { + Omega_rad += pba->Omega0_idr; + } + rho_rad = Omega_rad*pow(pba->H0,2)/pow(a,4); + if (pba->has_ncdm == _TRUE_) { /** - We must add the relativistic contribution from NCDM species */ rho_rad += rho_ncdm_rel_tot; } - if (pba->has_dcdm == _TRUE_){ + if (pba->has_dcdm == _TRUE_) { /* Remember that the critical density today in CLASS conventions is H0^2 */ pvecback_integration[pba->index_bi_rho_dcdm] = - pba->Omega_ini_dcdm*pba->H0*pba->H0*pow(pba->a_today/a,3); + pba->Omega_ini_dcdm*pba->H0*pba->H0*pow(a,-3); if (pba->background_verbose > 3) - printf("Density is %g. a_today=%g. Omega_ini=%g\n",pvecback_integration[pba->index_bi_rho_dcdm],pba->a_today,pba->Omega_ini_dcdm); + printf("Density is %g. Omega_ini=%g\n",pvecback_integration[pba->index_bi_rho_dcdm],pba->Omega_ini_dcdm); } - if (pba->has_dr == _TRUE_){ - if (pba->has_dcdm == _TRUE_){ + if (pba->has_dr == _TRUE_) { + if (pba->has_dcdm == _TRUE_) { /** - f is the critical density fraction of DR. The exact solution is: * - * `f = -Omega_rad+pow(pow(Omega_rad,3./2.)+0.5*pow(a/pba->a_today,6)*pvecback_integration[pba->index_bi_rho_dcdm]*pba->Gamma_dcdm/pow(pba->H0,3),2./3.);` + * `f = -Omega_rad+pow(pow(Omega_rad,3./2.)+0.5*pow(a,6)*pvecback_integration[pba->index_bi_rho_dcdm]*pba->Gamma_dcdm/pow(pba->H0,3),2./3.);` * * but it is not numerically stable for very small f which is always the case. * Instead we use the Taylor expansion of this equation, which is equivalent to * ignoring f(a) in the Hubble rate. */ - f = 1./3.*pow(a/pba->a_today,6)*pvecback_integration[pba->index_bi_rho_dcdm]*pba->Gamma_dcdm/pow(pba->H0,3)/sqrt(Omega_rad); - pvecback_integration[pba->index_bi_rho_dr] = f*pba->H0*pba->H0/pow(a/pba->a_today,4); + f = 1./3.*pow(a,6)*pvecback_integration[pba->index_bi_rho_dcdm]*pba->Gamma_dcdm/pow(pba->H0,3)/sqrt(Omega_rad); + pvecback_integration[pba->index_bi_rho_dr] = f*pba->H0*pba->H0/pow(a,4); } else{ /** There is also a space reserved for a future case where dr is not sourced by dcdm */ @@ -2546,248 +2316,7 @@ int background_initial_conditions( } } -/** - fix initial value of modified gravity - * run over all possible model cases - */ - if(pba->has_smg == _TRUE_){ - - pba->initial_conditions_set_smg = _FALSE_; - - //default value, can override later - if (pba->M_pl_evolution_smg ==_TRUE_){ - pvecback_integration[pba->index_bi_delta_M_pl_smg] = 0.; - } - - switch (pba->gravity_model_smg) { - - case quintessence_monomial: - pvecback_integration[pba->index_bi_phi_smg] = pba->parameters_smg[3]; - pvecback_integration[pba->index_bi_phi_prime_smg] = pba->parameters_smg[2]*pba->H0; - break; - - case quintessence_tracker: - - /* Tracker quintessence at early times - * V = H0^2/h^2* V0 * phi^-n exp(lambda*phi^m) - * - * log(V/V0) = lambda phi^m - n log (phi) - * - * choose phi_ini so V = P_ini*sqrt(rho_rad) - * choose phi_prime_ini so K = K_ini*sqrt(rho_rad) - * - * initial guess: phi_ini = (log(rho_rad/H0^2)/lambda)^(1/m)) - * then adjust to the right potential using Newton's method - * - */ - - p1 = pba->parameters_smg[3];// n - p2 = pba->parameters_smg[4]; //m - p3 = pba->parameters_smg[5]; //lambda -// phi_scale = gsl_sf_lambert_W0(10); - - //initial guess - phi_scale = pow(log(rho_rad/pba->parameters_smg[2]/pow(pba->H0/pba->h,2)/p3), 1./pba->parameters_smg[4]); - - //log of the potential - V_scale =100;//start off at a high value - - //do a newton root finding - while (i < 100){ - - V_scale = p3*pow(phi_scale,p2) - p1*log(phi_scale) - pba->parameters_smg[1]*log(rho_rad/pba->parameters_smg[2]/pow(pba->H0/pba->h,2)); - - if (fabs(V_scale) < 1e-5) - break; - - phi_scale -= (V_scale)/((p3*p2*pow(phi_scale,p2)-p1)/phi_scale); - i++; - } -// printf("V_scale %e, i %i \n",V_scale,i); - - pvecback_integration[pba->index_bi_phi_smg] = phi_scale; - pvecback_integration[pba->index_bi_phi_prime_smg] = -a*sqrt(pba->parameters_smg[0]*2*rho_rad); - - break; - - case alpha_attractor_canonical: - // Note: we are using as input parameters f = phi/sqrt(alpha) - pvecback_integration[pba->index_bi_phi_smg] = pba->parameters_smg[1]*sqrt(pba->parameters_smg[2]); - pvecback_integration[pba->index_bi_phi_prime_smg] = pba->parameters_smg[0]*pba->H0; - break; - - - /* Attractor IC: H\dot\phi = constant = H_0^2 \xi - * phi_prime = xi*a*H_0^2/H (\dot\phi = phi_prime/a) - * assumes H = sqrt(rho_rad) initially - * - * if attractor ICs change xi to fit some attractor value n = 0 with - * - * n/H0 = xi(c2 - 6c3 xi + 18c4 xi^2 + 5c5 xi^4) - * - * This is done at the level of background_initial_conditions - * (this function does not seem to get access to the parameter being varied!) - * - * We pick the nonzero xi closest to the user's given value! - */ - - case galileon: - - if(pba->attractor_ic_smg == _TRUE_){ - - double xi = pba->parameters_smg[0]; - double c2 = pba->parameters_smg[2]; - double c3 = pba->parameters_smg[3]; - double c4 = pba->parameters_smg[4]; - double c5 = pba->parameters_smg[5]; - - double x[3]; - double Omega_smg; - int complex; - int i; - double mindiff = 1e100; - - double xi_start = xi; - - //Don't use poly_3_split, is bad unless c3 tiny! - rf_solve_poly_3(5.*c5,18.*c4,-6.*c3,1.*c2,x,&complex); - - if (pba->background_verbose > 2) - { - printf(" galileon attractor \n"); - printf(" c5 = %.2e, c4 = %.2e, c3 = %.3e, c2 = %.3e \n ",c5,c4,c3,c2); - printf(" Solutions (complex = %i): \n",complex); - } - - for (i=0; i<3;i+=1){ - Omega_smg = pow(x[i],2)*(c2/6. -2.*c3*x[i] +15./2.*c4*pow(x[i],2) + 7./3.*c5*pow(x[i],3)); - if (x[i]!=0 && fabs(x[i]-xi)background_verbose > 2) - printf(" xi_%i = %e, Omega_* = %.2e \n",i, x[i],Omega_smg); - } - if (pba->background_verbose > 2) - printf(" Dealer's pick: xi = %e (wish = %e) \n",xi_start,xi); - pvecback_integration[pba->index_bi_phi_prime_smg] = a*xi_start*pow(pba->H0,2)/sqrt(rho_rad); - } - else - {/* non attractor ICs */ - pvecback_integration[pba->index_bi_phi_prime_smg] = a*pba->parameters_smg[0]*pow(pba->H0,2)/sqrt(rho_rad); - } - //phi is irrelevant - pvecback_integration[pba->index_bi_phi_smg] = pba->parameters_smg[6]; - - break; - /* BD IC: note that the field value is basically the planck mass, - * so its initial value should be around 1 - * the derivative we take to be zero, but this can be extended - */ - case brans_dicke: - pvecback_integration[pba->index_bi_phi_smg] = pba->parameters_smg[2]; - pvecback_integration[pba->index_bi_phi_prime_smg] = pba->parameters_smg[3]; - break; - - case nkgb: - { - /* Action is - - -X + 1/n * g^[(2n-1)/2] Lambda (X/Lambda^4)^n box(phi) - - with Lambda^(4n-1)=MPl^(2n-1)*H0^2n - - g was picked like this so that it approx. remains g*Omega_smg0 ~ O(1) for all n - - Since the energy density in KGB must be >0, then -inf0 - The alpha descrition breaks down for phidot=0, so we assume this is never crossed - - This all implies that phidot on the attractor has the same sign as g, and therefore - phi dot always has the same sign as g. - - Rshift0 = (phidot0*J0)/rho_smg0, i.e. fraction of the DE energy-density today in the shift-charge as opposed to the vacuum part - - */ - - double g = pba->parameters_smg[0]; - double n = pba->parameters_smg[1]; - double Rshift0 = pba->parameters_smg[2]; - - double H = sqrt(rho_rad); //TODO: for low n -> need to solve tracker + Constraint simultaneously. Increasing H (e.g. double H = 10*sqrt(rho_rad);) works for n~0.65. - double H0 = pba->H0; - - double signg = copysign(1.,g); - g=fabs(g); - double Rshiftcomb = (2.-Rshift0)/(2.*(1.-Rshift0)); - - double phidot0=0., phidot_attr_init= 0., charge_init=0., phidot_init=0.; - - phidot0 = signg * sqrt(2./g)*H0 * pow(Rshiftcomb/(3*sqrt(2)),1./(2.*n-1.)); // value of phidot today, if xi0=0, then this is attractor - phidot_attr_init = signg * sqrt(2./g)*H0 * pow(H0/(3.*sqrt(2.)*H),1./(2.*n-1.)); // value of phidot on attractor at initial time - charge_init = phidot0*Rshift0/(2*(1-Rshift0))*pow(a,-3); // implied value of required shift charge initially - - if(fabs(charge_init/phidot_attr_init)<1.){ - /* test if initial shift charge is large c.f. the on-attractor phidot. If no, we are nearly on attractor - at initial time anyway, so just correct the attractor solution slightly - if yes, then we are off-attractor and then we have approximate analytic solution in limit of - n_init >> phidot. For the range n_init ~ phidot just use the solution for large shift charge. - by the late universe, this will be an irrelevant error. */ - - phidot_init = phidot_attr_init + charge_init/(2.*n-1.); - } - else{ - phidot_init = signg * pow( fabs(charge_init) * pow(fabs(phidot_attr_init),2.*n-1.),1./(2.*n)); - } - - pvecback_integration[pba->index_bi_phi_smg] = 0.0; //shift-symmetric, i.e. this is irrelevant - pvecback_integration[pba->index_bi_phi_prime_smg] = a*phidot_init ; - } - break; - - case propto_omega: - pvecback_integration[pba->index_bi_delta_M_pl_smg] = pba->parameters_2_smg[4]-1.; - break; - - case propto_scale: - pvecback_integration[pba->index_bi_delta_M_pl_smg] = pba->parameters_2_smg[4]-1.; - break; - - case constant_alphas: - pvecback_integration[pba->index_bi_delta_M_pl_smg] = pba->parameters_2_smg[4]-1.; - break; - - case eft_alphas_power_law: - pvecback_integration[pba->index_bi_delta_M_pl_smg] = pba->parameters_2_smg[0]*pow(a, pba->parameters_2_smg[4]); - break; - - case eft_gammas_power_law: - pvecback_integration[pba->index_bi_delta_M_pl_smg] = pba->parameters_2_smg[0]*pow(a,pba->parameters_2_smg[4]) + pba->parameters_2_smg[3]*pow(a,pba->parameters_2_smg[7]); - break; - case eft_gammas_exponential: - pvecback_integration[pba->index_bi_delta_M_pl_smg] = exp(pba->parameters_2_smg[0]*pow(a,pba->parameters_2_smg[4])) + exp(pba->parameters_2_smg[3]*pow(a,pba->parameters_2_smg[7])) -2.; - break; - } - - if (pba->field_evolution_smg == _TRUE_){ - if (pba->background_verbose>3) - printf(" -> Initial conditions: phi = %e, phi' = %e \n",pvecback_integration[pba->index_bi_phi_smg],pvecback_integration[pba->index_bi_phi_prime_smg]); - - class_test_except(!isfinite(pvecback_integration[pba->index_bi_phi_smg]) || !isfinite(pvecback_integration[pba->index_bi_phi_smg]), - pba->error_message, - free(pvecback);free(pvecback_integration);background_free(pba), - "initial phi = %e phi_prime = %e -> check initial conditions", - pvecback_integration[pba->index_bi_phi_smg],pvecback_integration[pba->index_bi_phi_smg]); - } - if (pba->M_pl_evolution_smg == _TRUE_) - if (pba->background_verbose>3) - printf(" -> Initial conditions: delta_M_pl = %e \n",pvecback_integration[pba->index_bi_delta_M_pl_smg]); - - if (pba->rho_evolution_smg == _TRUE_){ - pvecback_integration[pba->index_bi_rho_smg] = pvecback[pba->index_bg_rho_smg]; - } - - }//end of smg - - if (pba->has_fld == _TRUE_){ + if (pba->has_fld == _TRUE_) { /* rho_fld today */ rho_fld_today = pba->Omega0_fld * pow(pba->H0,2); @@ -2796,10 +2325,10 @@ int background_initial_conditions( class_call(background_w_fld(pba,a,&w_fld,&dw_over_da_fld,&integral_fld), pba->error_message, pba->error_message); /* Note: for complicated w_fld(a) functions with no simple - analytic integral, this is the place were you should compute - numerically the simple 1d integral [int_{a_ini}^{a_0} 3 - [(1+w_fld)/a] da] (e.g. with the Romberg method?) instead of - calling background_w_fld */ + analytic integral, this is the place were you should compute + numerically the simple 1d integral [int_{a_ini}^{a_0} 3 + [(1+w_fld)/a] da] (e.g. with the Romberg method?) instead of + calling background_w_fld */ /* rho_fld at initial time */ pvecback_integration[pba->index_bi_rho_fld] = rho_fld_today * exp(integral_fld); @@ -2814,64 +2343,76 @@ int background_initial_conditions( * - Check equations and signs. Sign of phi_prime? * - is rho_ur all there is early on? */ - if(pba->has_scf == _TRUE_){ + if (pba->has_scf == _TRUE_) { scf_lambda = pba->scf_parameters[0]; - if(pba->attractor_ic_scf == _TRUE_){ + if (pba->attractor_ic_scf == _TRUE_) { pvecback_integration[pba->index_bi_phi_scf] = -1/scf_lambda* log(rho_rad*4./(3*pow(scf_lambda,2)-12))*pba->phi_ini_scf; - if (3.*pow(scf_lambda,2)-12. < 0){ + if (3.*pow(scf_lambda,2)-12. < 0) { /** - --> If there is no attractor solution for scf_lambda, assign some value. Otherwise would give a nan.*/ - pvecback_integration[pba->index_bi_phi_scf] = 1./scf_lambda;//seems to the work - if (pba->background_verbose > 0) - printf(" No attractor IC for lambda = %.3e ! \n ",scf_lambda); + pvecback_integration[pba->index_bi_phi_scf] = 1./scf_lambda;//seems to do the work + if (pba->background_verbose > 0) { + printf(" No attractor IC for lambda = %.3e ! \n ",scf_lambda); + } } - pvecback_integration[pba->index_bi_phi_prime_scf] = 2*pvecback_integration[pba->index_bi_a]* - sqrt(V_scf(pba,pvecback_integration[pba->index_bi_phi_scf]))*pba->phi_prime_ini_scf; + pvecback_integration[pba->index_bi_phi_prime_scf] = 2.*a*sqrt(V_scf(pba,pvecback_integration[pba->index_bi_phi_scf]))*pba->phi_prime_ini_scf; } - else{ + else { printf("Not using attractor initial conditions\n"); /** - --> If no attractor initial conditions are assigned, gets the provided ones. */ pvecback_integration[pba->index_bi_phi_scf] = pba->phi_ini_scf; pvecback_integration[pba->index_bi_phi_prime_scf] = pba->phi_prime_ini_scf; } + class_test(!isfinite(pvecback_integration[pba->index_bi_phi_scf]) || + !isfinite(pvecback_integration[pba->index_bi_phi_scf]), + pba->error_message, + "initial phi = %e phi_prime = %e -> check initial conditions", + pvecback_integration[pba->index_bi_phi_scf], + pvecback_integration[pba->index_bi_phi_scf]); } - /* Infer pvecback from pvecback_integration */ - class_call(background_functions(pba, pvecback_integration, pba->long_info, pvecback), - pba->error_message, - pba->error_message); + if (pba->has_smg == _TRUE_) { + class_call( + background_initial_conditions_smg(pba, a, pvecback, pvecback_integration,&rho_rad), + pba->error_message, + pba->error_message + ); + } + /* Infer pvecback from pvecback_integration */ + class_call(background_functions(pba, a, pvecback_integration, long_info, pvecback), + pba->error_message, + pba->error_message); - /* Final step is to set the initial Hubble rate, if it is to be evolved with the H' equation */ + /* Final step is to set the initial Hubble rate, if it is to be evolved with the H' equation (not only _smg!!) */ if (pba->hubble_evolution == _TRUE_){ - if(pba->has_smg == _TRUE_){ - pvecback_integration[pba->index_bi_H] = pvecback[pba->index_bg_H]; - } - else { - pvecback[pba->index_bg_H] = sqrt(pvecback[pba->index_bg_rho_crit]); - pvecback_integration[pba->index_bi_H] = sqrt(pvecback[pba->index_bg_rho_crit]); - } + if (pba->has_smg == _TRUE_) { + pvecback_integration[pba->index_bi_logH] = log(pvecback[pba->index_bg_H]); + } + else { + pvecback[pba->index_bg_H] = sqrt(pvecback[pba->index_bg_rho_crit]); + pvecback_integration[pba->index_bi_logH] = log(sqrt(pvecback[pba->index_bg_rho_crit])); + } } /* Declare the smg initial conditions as set */ - if (pba->has_smg) - pba->initial_conditions_set_smg = _TRUE_; + if (pba->has_smg) { + pba->initial_conditions_set_smg = _TRUE_; + } /* Just checking that our initial time indeed is deep enough in the radiation - dominated regime */ - class_test_except(fabs(pvecback[pba->index_bg_Omega_r]+pvecback[pba->index_bg_Omega_de]-1.) > ppr->tol_initial_Omega_r, - pba->error_message, - free(pvecback);free(pvecback_integration);background_free(pba), - "Omega_r = %e, Omega_de = %e, not close enough to 1. Decrease a_ini_over_a_today_default in order to start from radiation domination.", - pvecback[pba->index_bg_Omega_r],pvecback[pba->index_bg_Omega_de]); + dominated regime (_smg) */ + class_test(fabs(pvecback[pba->index_bg_Omega_r]+pvecback[pba->index_bg_Omega_de]-1.) > ppr->tol_initial_Omega_r, + pba->error_message, + "Omega_r = %e, Omega_de = %e, not close enough to 1. Decrease a_ini_over_a_today_default in order to start from radiation domination.", + pvecback[pba->index_bg_Omega_r],pvecback[pba->index_bg_Omega_de]); /** - compute initial proper time, assuming radiation-dominated universe since Big Bang and therefore \f$ t=1/(2H) \f$ (good approximation for most purposes) */ - class_test_except(pvecback[pba->index_bg_H] <= 0., + class_test(pvecback[pba->index_bg_H] <= 0., pba->error_message, - free(pvecback);free(pvecback_integration);background_free(pba), "H = %e instead of strictly positive",pvecback[pba->index_bg_H]); pvecback_integration[pba->index_bi_time] = 1./(2.* pvecback[pba->index_bg_H]); @@ -2884,9 +2425,12 @@ int background_initial_conditions( /** - compute initial sound horizon, assuming \f$ c_s=1/\sqrt{3} \f$ initially */ pvecback_integration[pba->index_bi_rs] = pvecback_integration[pba->index_bi_tau]/sqrt(3.); - /** - set initial value of D and D' in RD. D will be renormalised later, but D' must be correct. */ - pvecback_integration[pba->index_bi_D] = a; - pvecback_integration[pba->index_bi_D_prime] = 2*pvecback_integration[pba->index_bi_D]*pvecback[pba->index_bg_H]; + /** - set initial value of D and D' in RD. D and D' need only be set up to an overall constant, since they will later be re-normalized. From Ma&Bertschinger, one can derive D ~ (ktau)^2 at early times, from which one finds D'/D = 2 aH (assuming aH=1/tau during RD) */ + pvecback_integration[pba->index_bi_D] = 1.; + pvecback_integration[pba->index_bi_D_prime] = 2.*a*pvecback[pba->index_bg_H]; + + /** - return the value finally chosen for the initial log(a) */ + *loga_ini = log(a); return _SUCCESS_; @@ -2898,12 +2442,13 @@ int background_initial_conditions( * * @param ppr Input: pointer to precision structure * @param pba Input/Output: pointer to background structure - * @return the error status + * @return the error status */ int background_find_equality( struct precision *ppr, - struct background *pba) { + struct background *pba + ) { double Omega_m_over_Omega_r=0.; int index_tau_minus = 0; @@ -2939,7 +2484,7 @@ int background_find_equality( tau_mid = 0.5*(tau_plus+tau_minus); - class_call(background_at_tau(pba,tau_mid,pba->long_info,pba->inter_closeby,&index_tau_minus,pvecback), + class_call(background_at_tau(pba,tau_mid,long_info,inter_closeby,&index_tau_minus,pvecback), pba->error_message, pba->error_message); @@ -2954,7 +2499,7 @@ int background_find_equality( pba->a_eq = pvecback[pba->index_bg_a]; pba->H_eq = pvecback[pba->index_bg_H]; - pba->z_eq = pba->a_today/pba->a_eq -1.; + pba->z_eq = 1./pba->a_eq -1.; pba->tau_eq = tau_mid; if (pba->background_verbose > 0) { @@ -2972,16 +2517,20 @@ int background_find_equality( /** * Subroutine for formatting background output * + * @param pba Input: pointer to background structure + * @param titles Ouput: name of columns when printing the background table + * @return the error status */ -int background_output_titles(struct background * pba, +int background_output_titles( + struct background * pba, char titles[_MAXTITLESTRINGLENGTH_] - ){ + ) { /** - Length of the column title should be less than _OUTPUTPRECISION_+6 to be indented correctly, but it can be as long as . */ int n; - char tmp[24]; + char tmp[40]; class_store_columntitle(titles,"z",_TRUE_); class_store_columntitle(titles,"proper time [Gyr]",_TRUE_); @@ -2994,11 +2543,12 @@ int background_output_titles(struct background * pba, class_store_columntitle(titles,"(.)rho_g",_TRUE_); class_store_columntitle(titles,"(.)rho_b",_TRUE_); class_store_columntitle(titles,"(.)rho_cdm",pba->has_cdm); - if (pba->has_ncdm == _TRUE_){ - for (n=0; nN_ncdm; n++){ - sprintf(tmp,"(.)rho_ncdm[%d]",n); + class_store_columntitle(titles,"(.)rho_idm",pba->has_idm); + if (pba->has_ncdm == _TRUE_) { + for (n=0; nN_ncdm; n++) { + class_sprintf(tmp,"(.)rho_ncdm[%d]",n); class_store_columntitle(titles,tmp,_TRUE_); - sprintf(tmp,"(.)p_ncdm[%d]",n); + class_sprintf(tmp,"(.)p_ncdm[%d]",n); class_store_columntitle(titles,tmp,_TRUE_); } } @@ -3006,79 +2556,66 @@ int background_output_titles(struct background * pba, class_store_columntitle(titles,"(.)rho_fld",pba->has_fld); class_store_columntitle(titles,"(.)w_fld",pba->has_fld); class_store_columntitle(titles,"(.)rho_ur",pba->has_ur); + class_store_columntitle(titles,"(.)rho_idr",pba->has_idr); class_store_columntitle(titles,"(.)rho_crit",_TRUE_); class_store_columntitle(titles,"(.)rho_dcdm",pba->has_dcdm); class_store_columntitle(titles,"(.)rho_dr",pba->has_dr); - class_store_columntitle(titles,"gr.fac. D",_TRUE_); - class_store_columntitle(titles,"gr.fac. f",_TRUE_); - - class_store_columntitle(titles,"(.)rho_smg",pba->has_smg); - class_store_columntitle(titles,"(.)p_smg",pba->has_smg); + class_store_columntitle(titles,"(.)rho_scf",pba->has_scf); + class_store_columntitle(titles,"(.)p_scf",pba->has_scf); + class_store_columntitle(titles,"(.)p_prime_scf",pba->has_scf); + class_store_columntitle(titles,"phi_scf",pba->has_scf); + class_store_columntitle(titles,"phi'_scf",pba->has_scf); + class_store_columntitle(titles,"V_scf",pba->has_scf); + class_store_columntitle(titles,"V'_scf",pba->has_scf); + class_store_columntitle(titles,"V''_scf",pba->has_scf); + class_store_columntitle(titles,"(.)rho_tot",_TRUE_); + class_store_columntitle(titles,"(.)p_tot",_TRUE_); + class_store_columntitle(titles,"(.)p_tot_prime",_TRUE_); - if (pba->output_background_smg >= 1){ - class_store_columntitle(titles,"M*^2_smg",pba->has_smg); - class_store_columntitle(titles,"D_M*^2_smg",pba->has_smg); - class_store_columntitle(titles,"kineticity_smg",pba->has_smg); - class_store_columntitle(titles,"braiding_smg",pba->has_smg); - class_store_columntitle(titles,"tensor_excess_smg",pba->has_smg); - class_store_columntitle(titles,"Mpl_running_smg",pba->has_smg); - class_store_columntitle(titles,"c_s^2",pba->has_smg); - class_store_columntitle(titles,"kin (D)",pba->has_smg); - } + class_store_columntitle(titles,"gr.fac. D",_TRUE_); + class_store_columntitle(titles,"gr.fac. f",_TRUE_); - if (pba->output_background_smg >= 2){ - class_store_columntitle(titles,"phi_smg",pba->field_evolution_smg); - class_store_columntitle(titles,"phi'",pba->field_evolution_smg); - class_store_columntitle(titles,"phi''",pba->field_evolution_smg); - class_store_columntitle(titles,"E0",pba->field_evolution_smg); - class_store_columntitle(titles,"E1",pba->field_evolution_smg); - class_store_columntitle(titles,"E2",pba->field_evolution_smg); - class_store_columntitle(titles,"E3",pba->field_evolution_smg); - } + class_store_columntitle(titles,"rel. alpha",pba->has_varconst); + class_store_columntitle(titles,"rel. m_e",pba->has_varconst); - //TODO: add in output background trigger - if (pba->output_background_smg >= 3){ - class_store_columntitle(titles,"kineticity_prime_smg",pba->has_smg); - class_store_columntitle(titles,"braiding_prime_smg",pba->has_smg); - class_store_columntitle(titles,"lambda_1",pba->has_smg); - class_store_columntitle(titles,"lambda_2",pba->has_smg); - class_store_columntitle(titles,"lambda_3",pba->has_smg); - class_store_columntitle(titles,"lambda_4",pba->has_smg); - class_store_columntitle(titles,"lambda_5",pba->has_smg); - class_store_columntitle(titles,"lambda_6",pba->has_smg); - class_store_columntitle(titles,"lambda_7",pba->has_smg); - class_store_columntitle(titles,"lambda_8",pba->has_smg); - class_store_columntitle(titles,"lambda_9",pba->has_smg); - class_store_columntitle(titles,"lambda_10",pba->has_smg); - class_store_columntitle(titles,"lambda_11",pba->has_smg); - class_store_columntitle(titles,"lambda_2_p",pba->has_smg); - class_store_columntitle(titles,"lambda_8_p",pba->has_smg); - class_store_columntitle(titles,"lambda_9_p",pba->has_smg); - class_store_columntitle(titles,"lambda_11_p",pba->has_smg); - class_store_columntitle(titles,"cs2num",pba->has_smg); - class_store_columntitle(titles,"cs2num_p",pba->has_smg); + if (pba->has_smg == _TRUE_) { + class_call( + background_store_columntitles_smg(pba, titles), + pba->error_message, + pba->error_message + ); } - return _SUCCESS_; } +/** + * Subroutine for writing the background output + * + * @param pba Input: pointer to background structure + * @param number_of_titles Input: number of background quantities to print at each time step + * @param data Ouput: 1d array storing all the background table + * @return the error status + */ + int background_output_data( struct background *pba, int number_of_titles, - double *data){ + double *data + ) { + int index_tau, storeidx, n; double *dataptr, *pvecback; /** Stores quantities */ - for (index_tau=0; index_taubt_size; index_tau++){ + for (index_tau=0; index_taubt_size; index_tau++) { dataptr = data + index_tau*number_of_titles; pvecback = pba->background_table + index_tau*pba->bg_size; storeidx = 0; - class_store_double(dataptr,pba->a_today/pvecback[pba->index_bg_a]-1.,_TRUE_,storeidx); + class_store_double(dataptr,1./pvecback[pba->index_bg_a]-1.,_TRUE_,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_time]/_Gyr_over_Mpc_,_TRUE_,storeidx); class_store_double(dataptr,pba->conformal_age-pvecback[pba->index_bg_conf_distance],_TRUE_,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_H],_TRUE_,storeidx); @@ -3089,8 +2626,9 @@ int background_output_data( class_store_double(dataptr,pvecback[pba->index_bg_rho_g],_TRUE_,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_rho_b],_TRUE_,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_rho_cdm],pba->has_cdm,storeidx); - if (pba->has_ncdm == _TRUE_){ - for (n=0; nN_ncdm; n++){ + class_store_double(dataptr,pvecback[pba->index_bg_rho_idm],pba->has_idm,storeidx); + if (pba->has_ncdm == _TRUE_) { + for (n=0; nN_ncdm; n++) { class_store_double(dataptr,pvecback[pba->index_bg_rho_ncdm1+n],_TRUE_,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_p_ncdm1+n],_TRUE_,storeidx); } @@ -3099,59 +2637,37 @@ int background_output_data( class_store_double(dataptr,pvecback[pba->index_bg_rho_fld],pba->has_fld,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_w_fld],pba->has_fld,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_rho_ur],pba->has_ur,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_rho_idr],pba->has_idr,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_rho_crit],_TRUE_,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_rho_dcdm],pba->has_dcdm,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_rho_dr],pba->has_dr,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_rho_scf],pba->has_scf,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_p_scf],pba->has_scf,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_p_prime_scf],pba->has_scf,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_phi_scf],pba->has_scf,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_phi_prime_scf],pba->has_scf,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_V_scf],pba->has_scf,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_dV_scf],pba->has_scf,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_ddV_scf],pba->has_scf,storeidx); + + class_store_double(dataptr,pvecback[pba->index_bg_rho_tot],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_p_tot],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_p_tot_prime],_TRUE_,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_D],_TRUE_,storeidx); class_store_double(dataptr,pvecback[pba->index_bg_f],_TRUE_,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_rho_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_p_smg],pba->has_smg,storeidx); - - if (pba->output_background_smg >= 1){ - class_store_double(dataptr,pvecback[pba->index_bg_M2_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_delta_M2_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_kineticity_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_braiding_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_tensor_excess_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_mpl_running_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_cs2_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_kinetic_D_smg],pba->has_smg,storeidx); - } - - if (pba->output_background_smg >= 2){ - class_store_double(dataptr,pvecback[pba->index_bg_phi_smg],pba->field_evolution_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_phi_prime_smg],pba->field_evolution_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_phi_prime_prime_smg],pba->field_evolution_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_E0_smg],pba->field_evolution_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_E1_smg],pba->field_evolution_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_E2_smg],pba->field_evolution_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_E3_smg],pba->field_evolution_smg,storeidx); - } + class_store_double(dataptr,pvecback[pba->index_bg_varc_alpha],pba->has_varconst,storeidx); + class_store_double(dataptr,pvecback[pba->index_bg_varc_me],pba->has_varconst,storeidx); - if (pba->output_background_smg >= 3){ - class_store_double(dataptr,pvecback[pba->index_bg_kineticity_prime_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_braiding_prime_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_1_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_2_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_3_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_4_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_5_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_6_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_7_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_8_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_9_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_10_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_11_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_2_prime_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_8_prime_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_9_prime_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_lambda_11_prime_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_cs2num_smg],pba->has_smg,storeidx); - class_store_double(dataptr,pvecback[pba->index_bg_cs2num_prime_smg],pba->has_smg,storeidx); + if (pba->has_smg == _TRUE_) { + class_call( + background_output_data_smg(pba, pvecback, dataptr, &storeidx), + pba->error_message, + pba->error_message + ); } - } return _SUCCESS_; @@ -3159,8 +2675,8 @@ int background_output_data( /** - * Subroutine evaluating the derivative with respect to conformal time - * of quantities which are integrated (a, t, etc). + * Subroutine evaluating the derivative with respect to loga + * of quantities which are integrated (tau, t, etc). * * This is one of the few functions in the code which is passed to * the generic_integrator() routine. Since generic_integrator() @@ -3176,14 +2692,15 @@ int background_output_data( * usual to pba->error_message, but to a generic error_message passed * in the list of arguments. * - * @param tau Input: conformal time + * @param loga Input: current value of log(a) * @param y Input: vector of variable * @param dy Output: its derivative (already allocated) * @param parameters_and_workspace Input: pointer to fixed parameters (e.g. indices) * @param error_message Output: error message */ + int background_derivs( - double tau, + double loga, double* y, /* vector with argument y[index_bi] (must be already allocated with size pba->bi_size) */ double* dy, /* vector with argument dy[index_bi] (must be already allocated with @@ -3204,779 +2721,294 @@ int background_derivs( pba = pbpaw->pba; pvecback = pbpaw->pvecback; + /** - scale factor a (in fact, given our normalisation conventions, this stands for a/a_0) */ + a = exp(loga); + /** - calculate functions of \f$ a \f$ with background_functions() */ - class_call(background_functions(pba, y, pba->normal_info, pvecback), + class_call(background_functions(pba, a, y, normal_info, pvecback), pba->error_message, error_message); - /** - Short hand notation */ - a = y[pba->index_bi_a]; + /** - Short hand notation for Hubble */ H = pvecback[pba->index_bg_H]; - /** - calculate \f$ a'=a^2 H \f$ */ - dy[pba->index_bi_a] = y[pba->index_bi_a] * y[pba->index_bi_a] * pvecback[pba->index_bg_H]; - - /** - calculate /f$ H'= (...) + stabilization /f$ */ - if (pba->hubble_evolution == _TRUE_) - dy[pba->index_bi_H] = pvecback[pba->index_bg_H_prime]; + /** - calculate derivative of cosmological time \f$ dt/dloga = 1/H \f$ */ + dy[pba->index_bi_time] = 1./H; - /** - calculate /f$ t' = a /f$ */ - dy[pba->index_bi_time] = y[pba->index_bi_a]; + /** - calculate derivative of conformal time \f$ d\tau/dloga = 1/aH \f$ */ + dy[pba->index_bi_tau] = 1./a/H; - /** - calculate /f$ \rho'= -3aH (1+w) \rho /f$ */ - if (pba->rho_evolution_smg == _TRUE_){ - dy[pba->index_bi_rho_smg] = pvecback[pba->index_bg_rho_prime_smg]; + /** - calculate /f$ dlogH/dloga = (...) + stabilization /f$ (not only _smg) */ + if (pba->hubble_evolution == _TRUE_) { + dy[pba->index_bi_logH] = pvecback[pba->index_bg_H_prime]/a/H/H; } class_test(pvecback[pba->index_bg_rho_g] <= 0., error_message, "rho_g = %e instead of strictly positive",pvecback[pba->index_bg_rho_g]); - /** - calculate \f$ rs' = c_s \f$*/ - dy[pba->index_bi_rs] = 1./sqrt(3.*(1.+3.*pvecback[pba->index_bg_rho_b]/4./pvecback[pba->index_bg_rho_g]))*sqrt(1.-pba->K*y[pba->index_bi_rs]*y[pba->index_bi_rs]); // TBC: curvature correction + /** - calculate detivative of sound horizon \f$ drs/dloga = drs/dtau * dtau/dloga = c_s/aH \f$*/ + dy[pba->index_bi_rs] = 1./a/H/sqrt(3.*(1.+3.*pvecback[pba->index_bg_rho_b]/4./pvecback[pba->index_bg_rho_g]))*sqrt(1.-pba->K*y[pba->index_bi_rs]*y[pba->index_bi_rs]); // TBC: curvature correction - /** - solve second order growth equation \f$ [D''(\tau)=-aHD'(\tau)+3/2 a^2 \rho_M D(\tau) \f$ */ + /** - solve second order growth equation \f$ [D''(\tau)=-aHD'(\tau)+3/2 a^2 \rho_M D(\tau) \f$ + written as \f$ dD/dloga = D' / (aH) \f$ and \f$ dD'/dloga = -D' + (3/2) (a/H) \rho_M D \f$ */ rho_M = pvecback[pba->index_bg_rho_b]; - if (pba->has_cdm) + if (pba->has_cdm == _TRUE_) { rho_M += pvecback[pba->index_bg_rho_cdm]; - dy[pba->index_bi_D] = y[pba->index_bi_D_prime]; - dy[pba->index_bi_D_prime] = -a*H*y[pba->index_bi_D_prime] + 1.5*a*a*rho_M*y[pba->index_bi_D]; - - if (pba->has_dcdm == _TRUE_){ - /** - compute dcdm density \f$ \rho' = -3aH \rho - a \Gamma \rho \f$*/ - dy[pba->index_bi_rho_dcdm] = -3.*y[pba->index_bi_a]*pvecback[pba->index_bg_H]*y[pba->index_bi_rho_dcdm]- - y[pba->index_bi_a]*pba->Gamma_dcdm*y[pba->index_bi_rho_dcdm]; } + if (pba->has_idm == _TRUE_){ + rho_M += pvecback[pba->index_bg_rho_idm]; + } + + dy[pba->index_bi_D] = y[pba->index_bi_D_prime]/a/H; + dy[pba->index_bi_D_prime] = -y[pba->index_bi_D_prime] + 1.5*a*rho_M*y[pba->index_bi_D]/H; - if ((pba->has_dcdm == _TRUE_) && (pba->has_dr == _TRUE_)){ - /** - Compute dr density \f$ \rho' = -4aH \rho - a \Gamma \rho \f$ */ - dy[pba->index_bi_rho_dr] = -4.*y[pba->index_bi_a]*pvecback[pba->index_bg_H]*y[pba->index_bi_rho_dr]+ - y[pba->index_bi_a]*pba->Gamma_dcdm*y[pba->index_bi_rho_dcdm]; + if (pba->has_dcdm == _TRUE_) { + /** - compute dcdm density \f$ d\rho/dloga = -3 \rho - \Gamma/H \rho \f$*/ + dy[pba->index_bi_rho_dcdm] = -3.*y[pba->index_bi_rho_dcdm] - pba->Gamma_dcdm/H*y[pba->index_bi_rho_dcdm]; } - /** - Scalar field equation: \f$ \phi'' + 2 a H \phi' + a^2 dV = 0 \f$ (note H is wrt cosmic time)**/ - if (pba->has_smg == _TRUE_){ - if(pba->field_evolution_smg){ - dy[pba->index_bi_phi_smg] = y[pba->index_bi_phi_prime_smg]; - dy[pba->index_bi_phi_prime_smg] = pvecback[pba->index_bg_phi_prime_prime_smg]; - } - /** - Planck mass equation (if parameterization in terms of alpha_m **/ - if (pba->M_pl_evolution_smg == _TRUE_) - dy[pba->index_bi_delta_M_pl_smg] = y[pba->index_bi_a]*pvecback[pba->index_bg_H]*pvecback[pba->index_bg_mpl_running_smg]*(y[pba->index_bi_delta_M_pl_smg]+1.); //in this case the running has to be integrated (eq 3.3 of 1404.3713 yields M2' = aH\alpha_M) + if ((pba->has_dcdm == _TRUE_) && (pba->has_dr == _TRUE_)) { + /** - Compute dr density \f$ d\rho/dloga = -4\rho - \Gamma/H \rho \f$ */ + dy[pba->index_bi_rho_dr] = -4.*y[pba->index_bi_rho_dr]+pba->Gamma_dcdm/H*y[pba->index_bi_rho_dcdm]; } if (pba->has_fld == _TRUE_) { - /** - Compute fld density \f$ \rho' = -3aH (1+w_{fld}(a)) \rho \f$ */ - dy[pba->index_bi_rho_fld] = -3.*y[pba->index_bi_a]*pvecback[pba->index_bg_H]*(1.+pvecback[pba->index_bg_w_fld])*y[pba->index_bi_rho_fld]; + /** - Compute fld density \f$ d\rho/dloga = -3 (1+w_{fld}(a)) \rho \f$ */ + dy[pba->index_bi_rho_fld] = -3.*(1.+pvecback[pba->index_bg_w_fld])*y[pba->index_bi_rho_fld]; + } + + if (pba->has_scf == _TRUE_) { + /** - Scalar field equation: \f$ \phi'' + 2 a H \phi' + a^2 dV = 0 \f$ (note H is wrt cosmological time) + written as \f$ d\phi/dlna = phi' / (aH) \f$ and \f$ d\phi'/dlna = -2*phi' - (a/H) dV \f$ */ + dy[pba->index_bi_phi_scf] = y[pba->index_bi_phi_prime_scf]/a/H; + dy[pba->index_bi_phi_prime_scf] = - 2*y[pba->index_bi_phi_prime_scf] - a*dV_scf(pba,y[pba->index_bi_phi_scf])/H ; } - if (pba->has_scf == _TRUE_){ - /** - Scalar field equation: \f$ \phi'' + 2 a H \phi' + a^2 dV = 0 \f$ (note H is wrt cosmic time) */ - dy[pba->index_bi_phi_scf] = y[pba->index_bi_phi_prime_scf]; - dy[pba->index_bi_phi_prime_scf] = - y[pba->index_bi_a]* - (2*pvecback[pba->index_bg_H]*y[pba->index_bi_phi_prime_scf] - + y[pba->index_bi_a]*dV_scf(pba,y[pba->index_bi_phi_scf])) ; + if (pba->has_smg == _TRUE_) { + class_call( + background_derivs_smg(pba, a, pvecback, y, dy), + pba->error_message, + pba->error_message + ); } return _SUCCESS_; } - -/** This function fills the modified gravity part of background_functions. - * First all the Horndeski functions G_i(X,phi) are computed. - * A loop is used to allow different implementations without erasing previous ones - * Note that in CLASS units a canonical field has G2 = X ~ [Mpc]^-2 - * This implies that phi_prime ~ [Mpc]^-1 - * and phi is dimensionless (we can think of phi as given in units of the Planck mass - * - A default module to numerically compute the derivatives when no analytic functions are given should be added. - * Numerical derivatives may further serve as a consistency check. - * TODO: Add a background_write_alpha_primes +/** + * At some step during the integraton of the background equations, + * this function extracts the qantities that we want to keep memory + * of, and stores them in a row of the background table (as well as + * extra tables: z_table, tau_table). + * + * This is one of the few functions in the code which is passed to the generic_integrator() routine. + * Since generic_integrator() should work with functions passed from various modules, the format of the arguments + * is a bit special: + * - fixed parameters and workspaces are passed through a generic pointer. + * generic_integrator() doesn't know the content of this pointer. + * - the error management is a bit special: errors are not written as usual to pba->error_message, but to a generic + * error_message passed in the list of arguments. + * + * @param loga Input: current value of log(a) + * @param y Input: current vector of integrated quantities (with index_bi) + * @param dy Input: current derivative of y w.r.t log(a) + * @param index_loga Input: index of the log(a) value within the background_table + * @param parameters_and_workspace Input/output: fixed parameters (e.g. indices), workspace, background structure where the output is written... + * @param error_message Output: error message */ -int background_gravity_functions( - struct background *pba, - double * pvecback_B, - short return_format, - double * pvecback - ){ - - // scalar field + curvature not yet implemented - class_test(pba->K !=0 , - pba->error_message, - "has_smg with curvature K = %e not yet implemented",pba->K); - - if (pba->field_evolution_smg == _TRUE_) { - - /* declare variables and set defaults to zero */ - double a, phi, phi_prime, H; - double x,f,df; - int n, n_max=100; - double X,rho_tot,p_tot; - double E0,E1,E2,E3,B,A,R,M,F,P; - double G2=0, G2_X=0, G2_XX=0, G2_phi=0, G2_Xphi=0; - double G3_X=0, G3_XX=0, G3_phi=0, G3_phiphi=0, G3_Xphi=0; - double G4, G4_smg=0; - double G4_phi=0, G4_phiphi=0, G4_X=0, G4_XX=0, G4_XXX=0, G4_Xphi=0, G4_Xphiphi=0, G4_XXphi=0; - double G5=0, G5_phi=0, G5_phiphi=0, G5_X=0, G5_XX=0, G5_XXX=0, G5_Xphi=0, G5_Xphiphi=0, G5_XXphi=0; - - a = pvecback_B[pba->index_bi_a]; - if (pba->hubble_evolution == _TRUE_) - H = pvecback_B[pba->index_bi_H]; - - phi = pvecback_B[pba->index_bi_phi_smg]; - phi_prime = pvecback_B[pba->index_bi_phi_prime_smg]; - - X = 0.5*pow(phi_prime/a,2); - rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; - p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; - - /* set default Einstein-Hilbert term (in CLASS units), can be overwritten latter */ - G4 = 1./2.; - - /* Overwrite the Horneski functions and their partial derivatives depending on the model */ - if (pba->gravity_model_smg == quintessence_monomial) { - - double N = pba->parameters_smg[0]; - double V0 = pba->parameters_smg[1]; - - G2 = X - V0*pow(pba->H0/pba->h,2.)*pow(phi,N); // V written as in arXiv:1406.2301 in CLASS units - G2_X = 1.; - G2_phi = -N*V0*pow(pba->H0/pba->h,2.)*pow(phi,N-1.); - } - - else if (pba->gravity_model_smg == quintessence_tracker) { - // V written as in arXiv:1406.2301 in CLASS units - - double V0 = pba->parameters_smg[2]; - double n = pba->parameters_smg[3]; - double m = pba->parameters_smg[4]; - double lambda = pba->parameters_smg[5]; - double V, V_phi; +int background_sources( + double loga, + double * y, + double * dy, + int index_loga, + void * parameters_and_workspace, + ErrorMsg error_message + ) { - V = pow(pba->H0/pba->h,2)* V0 * pow(phi, -n) * exp(lambda*pow(phi, m)); - V_phi = (lambda * m * pow(phi, m) - n) /phi * V; + struct background_parameters_and_workspace * pbpaw; + struct background * pba; + double a; + double * bg_table_row; - G2 = X - V; - G2_X = 1.; - G2_phi = -V_phi; - } + pbpaw = parameters_and_workspace; + pba = pbpaw->pba; - else if (pba->gravity_model_smg == alpha_attractor_canonical) { - // V written as in eq. 12 of arXiv:1505.00815 in CLASS units with canonical field. + /** - localize the row inside background_table where the current values must be stored */ + bg_table_row = pba->background_table + index_loga*pba->bg_size; - double alpha = pba->parameters_smg[2]; - double c2 = pow(pba->parameters_smg[3], 2); - double p = pba->parameters_smg[4]; - double n = pba->parameters_smg[5]; - double V, V_phi; - double x = tanh(phi/(sqrt(6*alpha))); - double y = sinh(sqrt(2/(3*alpha))*phi); - V = alpha* c2 * pow(x,p)/pow(1+x, 2*n); + /** - scale factor a (in fact, given our normalisation conventions, this stands for a/a_0) */ + a = exp(loga); - V_phi = sqrt(2*alpha/3)*c2* pow(x,p)* (p +(p-2*n)*x)/(y * pow(1+x,2*n +1)); + /** - corresponding redhsift 1/a-1 */ + pba->z_table[index_loga] = MAX(0.,1./a-1.); - G2 = X - V; - G2_X = 1.; - G2_phi = -V_phi; + /** - corresponding conformal time */ + pba->tau_table[index_loga] = y[pba->index_bi_tau]; - class_test((phi < 0. ) && ( phi_prime > 0 ) - && (pba->parameters_tuned_smg == _TRUE_) - && (pba->skip_stability_tests_smg == _FALSE_), + /** -> compute all other quantities depending only on a + {B} variables and get them stored + in one row of background_table + The value of {B} variables in pData are also copied to pvecback.*/ + class_call(background_functions(pba, a, y, long_info, bg_table_row), pba->error_message, - "The model has started oscillating with first minimum at a = %e. Since = 0 yields matter, it cannot make the universe expand accelerately.", a); - } - - else if(pba->gravity_model_smg == galileon){//TODO: change name with ccc_galileon - - double M3 = pow(pba->H0,2); - - double Lambda1 = pba->parameters_smg[1]*M3; - double Lambda2 = pba->parameters_smg[2]; - double Lambda3 = pba->parameters_smg[3]/M3; - double Lambda4 = pba->parameters_smg[4]*pow(M3,-2); - double Lambda5 = pba->parameters_smg[5]*pow(M3,-3); - - G2 = Lambda2*X - 0.5*Lambda1*phi; - G2_X = Lambda2; - G2_phi = - 0.5*Lambda1; - /* G_3 = -2*Lambda3*X */ - G3_X = -2.*Lambda3; - /* G_4 = 1/2 + Lambda4 X^2 */ - G4_smg = Lambda4*pow(X,2); - G4 = 1/2. + G4_smg; - G4_X = 2.*Lambda4*X; - G4_XX = 2.*Lambda4; - /* G_5 = Lambda5*pow(X,2) */ - G5_X = 2.*Lambda5*X; - G5_XX = 2.*Lambda5; - } - else if(pba->gravity_model_smg == brans_dicke){ - - /* Brans-Dicke can't cause acceleration: - * - V is a constant potential, basically a cosmological constant - * - omega is the Brans-Dicke parameter in charge of the fifth force - */ - double V = 3.*pba->parameters_smg[0]*pow(pba->H0,2); - double omega = pba->parameters_smg[1]; + pba->error_message); - G2 = -V + omega*X/phi; - G2_X = omega/phi; - G2_Xphi = -omega/pow(phi,2); - G2_phi = -omega*X/pow(phi,2); + return _SUCCESS_; - G4_smg = (phi-1.)/2.; - G4 = phi/2.; - G4_phi = 1./2.; +} - } +/** + * Evalute the typical timescale for the integration of he background + * over loga=log(a/a_0). This is only required for rkck, but not for + * the ndf15 evolver. + * + * The evolver will take steps equal to this value times + * ppr->background_integration_stepsize. Since our variable of + * integration is loga, and the time steps are (delta a)/a, the + * reference timescale is precisely one, i.e., the code will take some + * steps such that (delta a)/a = ppr->background_integration_stepsize. + * + * The argument list is predetermined by the format of + * generic_evolver; however in this particular case, they are never + * used. + * + * This is one of the few functions in the code which is passed to the generic_integrator() routine. + * Since generic_integrator() should work with functions passed from various modules, the format of the arguments + * is a bit special: + * - fixed parameters and workspaces are passed through a generic pointer (void *). + * generic_integrator() doesn't know the content of this pointer. + * - the error management is a bit special: errors are not written as usual to pba->error_message, but to a generic + * error_message passed in the list of arguments. + * + * @param loga Input: current value of log(a/a_0) + * @param parameters_and_workspace Input: fixed parameters (e.g. indices), workspace, approximation used, etc. + * @param timescale Output: perturbation variation timescale + * @param error_message Output: error message + */ - else if(pba->gravity_model_smg == nkgb){ +int background_timescale( + double loga, + void * parameters_and_workspace, + double * timescale, + ErrorMsg error_message + ) { - /* Action is + *timescale = 1.; + return _SUCCESS_; +} - -X + 1/n * g^[(2n-1)/2] Lambda (X/Lambda^4)^n box(phi) +/** + * Function outputting the fractions Omega of the total critical density + * today, and also the reduced fractions omega=Omega*h*h + * + * It also prints the total budgets of non-relativistic, relativistic, + * and other contents, and of the total + * + * @param pba Input: Pointer to background structure + * @return the error status + */ - g was picked like this so that it approx. remains g*Omega_smg0 ~ O(1) for all n - Note that for n=1/4 the Lambda mass scales cancels out, so we set it to 1. - */ +int background_output_budget( + struct background* pba + ) { - double g = pba->parameters_smg[0]; - double npow = pba->parameters_smg[1]; - double ngpow = copysign(1.,g)*pow(fabs(g),(2.*npow-1.)/2.)/npow; - double H0=pba->H0; + double budget_matter, budget_radiation, budget_other,budget_neutrino; + int index_ncdm; - G2 = -X; - G2_X = -1.; + budget_matter = 0; + budget_radiation = 0; + budget_other = 0; + budget_neutrino = 0; - // G3 = 1/n g^[(2n-1)/2] Lambda (X/Lambda^4)^n + //The name for the class_print_species macro can be at most 30 characters total + if (pba->background_verbose > 1) { - G3_X = npow*ngpow*pow(X,npow-1)/pow(H0,2*npow); - G3_XX = npow*(npow-1.)*ngpow*pow(X,npow-2)/pow(H0,2*npow); + printf(" ---------------------------- Budget equation ----------------------- \n"); + printf(" ---> Nonrelativistic Species \n"); + class_print_species("Bayrons",b); + budget_matter+=pba->Omega0_b; + if (pba->has_cdm == _TRUE_) { + class_print_species("Cold Dark Matter",cdm); + budget_matter+=pba->Omega0_cdm; + } + if (pba->has_idm == _TRUE_){ + class_print_species("Interacting DM - idr,b,g",idm); + budget_matter+=pba->Omega0_idm; + } + if (pba->has_dcdm == _TRUE_) { + class_print_species("Decaying Cold Dark Matter",dcdm); + budget_matter+=pba->Omega0_dcdm; } - - //TODO: Write the Bellini-Sawicki functions and other information to pvecback - - pvecback[pba->index_bg_phi_smg] = phi; // value of the scalar field phi - pvecback[pba->index_bg_phi_prime_smg] = phi_prime; // value of the scalar field phi derivative wrt conformal time - - /** - Modified time-time Friedmann equation - * E0 + E1 H + E3 H^3 = E2 H^2 - * NOTE: H is NOT the curly H!! - * NOTE: added rho_smg, p_smg separately - */ - - E0 = (3.*rho_tot + (-1.)*G2 + (G2_X + (-1.)*G3_phi)*2.*X)*1./3.; - E1 = ((-1.)*G4_phi + (G3_X + (-2.)*G4_Xphi)*X)*2.*phi_prime*pow(a,-1); - E2 = (G4 + (4.*G4_X + (-3.)*G5_phi + (2.*G4_XX + (-1.)*G5_Xphi)*2.*X)*(-1.)*X)*2.; - E3 = (5.*G5_X + 2.*X*G5_XX)*2./3.*phi_prime*pow(a,-1)*X; - - /* Rewrite if ICs not set or no evolution */ - if (pba->initial_conditions_set_smg == _FALSE_ || pba->hubble_evolution == _FALSE_){ - class_test_except(E3*pow(E0,1./2.) > 1e-10 && pba->initial_conditions_set_smg == _FALSE_, - pba->error_message, - free(pvecback);free(pvecback_B), - " E3=%e is large in Friedmann constraint when setting ICs ", E3); - /* Use Newton's method */ - x = sqrt(E0); - f = E3*x*x*x -E2*x*x + E1*x + E0; - n = 0; - while (fabs(f/E0)> 1e-8 && n < 100){ - f = E3*x*x*x - E2*x*x + E1*x + E0; - df = 3.*E3*x*x - 2.*E2*x + E1; - x -= f/df; - n++; + if (pba->N_ncdm > 0) { + printf(" ---> Non-Cold Dark Matter Species (incl. massive neutrinos)\n"); + } + if (pba->N_ncdm > 0) { + for (index_ncdm=0;index_ncdmN_ncdm;++index_ncdm) { + printf("-> %-26s%-4d Omega = %-15g , omega = %-15g\n","Non-Cold Species Nr.",index_ncdm+1,pba->Omega0_ncdm[index_ncdm],pba->Omega0_ncdm[index_ncdm]*pba->h*pba->h); + budget_neutrino+=pba->Omega0_ncdm[index_ncdm]; + budget_matter+=pba->Omega0_ncdm[index_ncdm]; } - H=x; - if (pba->background_verbose > 5 && pba->initial_conditions_set_smg == _FALSE_ ) - printf(" Initial H = %e, sqrt(rho) = %e, ratio = %e, n=%i \n", H, sqrt(rho_tot),sqrt(rho_tot)/H,n); } - pvecback[pba->index_bg_E0_smg] = E0; - pvecback[pba->index_bg_E1_smg] = E1; - pvecback[pba->index_bg_E2_smg] = E2; - pvecback[pba->index_bg_E3_smg] = E3; - - /* Rewritten by the constraint if ICs have not been set */ - pvecback[pba->index_bg_H] = H; - - // pvecback[pba->index_bg_M2_smg] = 2.*G4 + (2.*G4_X + H*phi_prime*pow(a,-1)*G5_X + (-1.)*G5_phi)*(-2.)*X; - pvecback[pba->index_bg_delta_M2_smg] = 2.*(G4_smg - 2.*X*G4_X + X*G5_phi) - 2.*X*H*phi_prime*pow(a,-1)*G5_X; - pvecback[pba->index_bg_M2_smg] = 1. + pvecback[pba->index_bg_delta_M2_smg]; - - class_test_except(isnan(pvecback[pba->index_bg_H]), - pba->error_message, - free(pvecback);free(pvecback_B), - " H=%e is not a number at a = %e. phi = %e, phi_prime = %e, E0=%e, E1=%e, E2=%e, E3=%e, M_*^2 = %e ", - pvecback[pba->index_bg_H],a,phi,phi_prime,E0,E1,E2,E3,pvecback[pba->index_bg_M2_smg]); - - - /* alpha_K and alpha_B are needed in the equation and do not depend on phi'' */ - /* alpha_K kineticity */ - pvecback[pba->index_bg_kineticity_smg] = ((3.*G5_X + (7.*G5_XX + 2.*X*G5_XXX)*X)*4.*H*phi_prime*pow(a,-1)*X + (G2_X + (-2.)*G3_phi + (G2_XX + (-1.)*G3_Xphi)*2.*X)*2.*pow(H,-2)*X + (G3_X + (-3.)*G4_Xphi + (G3_XX + (-2.)*G4_XXphi)*X)*12.*pow(H,-1)*phi_prime*pow(a,-1)*X + (G4_X + (-1.)*G5_phi + (8.*G4_XX + (-5.)*G5_Xphi + (2.*G4_XXX + (-1.)*G5_XXphi)*2.*X)*X)*12.*X)*pow(pvecback[pba->index_bg_M2_smg],-1); - - /* alpha_B braiding */ - pvecback[pba->index_bg_braiding_smg] = ((3.*G5_X + 2.*X*G5_XX)*2.*H*phi_prime*pow(a,-1)*X + ((-1.)*G4_phi + (G3_X + (-2.)*G4_Xphi)*X)*2.*pow(H,-1)*phi_prime*pow(a,-1) + (G4_X + (-1.)*G5_phi + (2.*G4_XX + (-1.)*G5_Xphi)*X)*8.*X)*pow(pvecback[pba->index_bg_M2_smg],-1); - - - /** TODO: add references - * - Modified space-space Friedmann equation and scalar field equation - * B phi'' + A H' + R = 0 - * M phi'' + F H' + P = 0 - * They will be mixed in general: write the coefficients and solve for phi'', H' - */ - - B = (3.*G5_X + 2.*X*G5_XX)*2./3.*pow(H,2)*pow(a,-1)*X + ((-1.)*G4_phi + (G3_X + (-2.)*G4_Xphi)*X)*2./3.*pow(a,-1) + (G4_X + (-1.)*G5_phi + (2.*G4_XX + (-1.)*G5_Xphi)*X)*4./3.*H*phi_prime*pow(a,-2); - - A = (-2.)/3.*pvecback[pba->index_bg_M2_smg]; - - R = (3.*G5_X + 2.*X*G5_XX)*(-4.)/3.*pow(H,3)*phi_prime*X + (((G4_X + (-1.)*G5_phi)*5. + (5.*G4_XX + (-3.)*G5_Xphi)*2.*X)*(-4.)/3.*pow(H,2)*X + ((-3.)*rho_tot + (-3.)*p_tot + (G2_X + (-2.)*G3_phi + 2.*G4_phiphi)*(-2.)*X)*1./3.)*a + ((-1.)*G4_phi + (2.*G3_X + (-6.)*G4_Xphi + G5_phiphi)*X)*(-4.)/3.*H*phi_prime; - - M = (3.*G5_X + (7.*G5_XX + 2.*X*G5_XXX)*X)*2.*pow(H,2)*phi_prime*pow(a,-3) + (G2_X + (-2.)*G3_phi + (G2_XX + (-1.)*G3_Xphi)*2.*X)*pow(H,-1)*pow(a,-2) + (G3_X + (-3.)*G4_Xphi + (G3_XX + (-2.)*G4_XXphi)*X)*6.*phi_prime*pow(a,-3) + (G4_X + (-1.)*G5_phi + (8.*G4_XX + (-5.)*G5_Xphi + (2.*G4_XXX + (-1.)*G5_XXphi)*2.*X)*X)*6.*H*pow(a,-2); - - F = (3.*G5_X + 2.*X*G5_XX)*6.*H*pow(a,-1)*X + (X*G3_X + (-1.)*G4_phi + (-2.)*X*G4_Xphi)*6.*pow(H,-1)*pow(a,-1) + (G4_X + 2.*X*G4_XX + (-1.)*G5_phi + (-1.)*X*G5_Xphi)*12.*phi_prime*pow(a,-2); - - P = ((-3.)*G5_X + (2.*G5_XX + X*G5_XXX)*4.*X)*(-2.)*pow(H,3)*X + ((-3.)*G4_X + 3.*G5_phi + (3.*G4_XX + (-4.)*G5_Xphi + (3.*G4_XXX + (-2.)*G5_XXphi)*2.*X)*X)*(-4.)*pow(H,2)*phi_prime*pow(a,-1) + ((-1.)*G2_phi + (G2_Xphi + (-1.)*G3_phiphi)*2.*X)*pow(H,-1) + ((-1.)*G2_X + 2.*G3_phi + (G2_XX + (-4.)*G3_Xphi + 6.*G4_Xphiphi)*X)*(-2.)*phi_prime*pow(a,-1) + (2.*G4_phi + ((-1.)*G3_X + G5_phiphi + (G3_XX + (-4.)*G4_XXphi + G5_Xphiphi)*2.*X)*X)*(-6.)*H; - - class_test_except((A*M - B*F) == 0 , - pba->error_message, - free(pvecback);free(pvecback_B), - "scalar field mixing with metric has degenerate denominator at a = %e, phi = %e, phi_prime = %e \n with A = %e, M =%e, B=%e, F=%e, \n H=%e, E0=%e, E1=%e, E2=%e, E3=%e \n M_*^2 = %e Kineticity = %e, Braiding = %e", - a,phi,phi_prime, A, M, B, F, - pvecback[pba->index_bg_H],E0,E1,E2,E3, - pvecback[pba->index_bg_M2_smg], pvecback[pba->index_bg_kineticity_smg],pvecback[pba->index_bg_braiding_smg]); - - /* Friedmann space-space equation with friction added */ - pvecback[pba->index_bg_H_prime] = ((-1.)*B*P + M*R)*pow(B*F + (-1.)*A*M,-1); - /* choose sign for friction depending on the derivative */ - if ((2.*E2*H - E1 - 3*E3*H*H)>=0) - pvecback[pba->index_bg_H_prime] += - a*pba->hubble_friction*(E2*H*H - E0 - E1*H - E3*H*H*H); - else{ - pvecback[pba->index_bg_H_prime] += a*pba->hubble_friction*(E2*H*H - E0 - E1*H - E3*H*H*H); + printf(" ---> Relativistic Species \n"); + class_print_species("Photons",g); + budget_radiation+=pba->Omega0_g; + if (pba->has_ur == _TRUE_) { + class_print_species("Ultra-relativistic relics",ur); + budget_radiation+=pba->Omega0_ur; } - - /* Field equation */ - pvecback[pba->index_bg_phi_prime_prime_smg] = (A*P + (-1.)*F*R)*pow(B*F + (-1.)*A*M,-1); - - /* alpha_T, alpha_M depend on phi''... -> computed now */ - /* alpha_T: tensor speed excess */ - pvecback[pba->index_bg_tensor_excess_smg] = ((pvecback[pba->index_bg_phi_prime_prime_smg] + (-2.)*H*phi_prime*a)*(-2.)*pow(a,-2)*G5_X + (G4_X + (-1.)*G5_phi)*4.)*pow(pvecback[pba->index_bg_M2_smg],-1)*X; - - /* alpha_M: Planck mass running */ - pvecback[pba->index_bg_mpl_running_smg] = ((-2.)*pow(H,-1)*pvecback[pba->index_bg_H_prime]*phi_prime*pow(a,-2)*X*G5_X + (3.*G5_X + 2.*X*G5_XX)*2.*H*phi_prime*pow(a,-1)*X + ((3.*G5_X + 2.*X*G5_XX)*(-2.)*X + (G4_X + (-1.)*G5_phi + (2.*G4_XX + (-1.)*G5_Xphi)*X)*(-2.)*pow(H,-1)*phi_prime*pow(a,-1))*pvecback[pba->index_bg_phi_prime_prime_smg]*pow(a,-2) + (G4_X + (-1.)*G5_phi + (G4_XX + (-1.)*G5_Xphi)*2.*X)*4.*X + (G4_phi + ((-2.)*G4_Xphi + G5_phiphi)*X)*2.*pow(H,-1)*phi_prime*pow(a,-1))*pow(pvecback[pba->index_bg_M2_smg],-1); - - /* Energy density of the field */ - pvecback[pba->index_bg_rho_smg] = (5.*G5_X + 2.*X*G5_XX)*2./3.*pow(H,3)*phi_prime*pow(a,-1)*X + ((-1.)*G2 + (G2_X + (-1.)*G3_phi)*2.*X)*1./3. + (G4_phi + (G3_X + (-2.)*G4_Xphi)*(-1.)*X)*(-2.)*H*phi_prime*pow(a,-1) + ((-2.)*G4_smg + ((4.*G4_X + (-3.)*G5_phi)*2. + (2.*G4_XX + (-1.)*G5_Xphi)*4.*X)*X)*pow(H,2); - - /* Pressure of the field */ - pvecback[pba->index_bg_p_smg] = (G5_X + 2.*X*G5_XX)*2./3.*pow(H,3)*phi_prime*pow(a,-1)*X + ((-4.)/3.*H*phi_prime*pow(a,-2)*X*G5_X + (-2.*G4_smg + (2.*G4_X + (-1.)*G5_phi)*2.*X)*(-2.)/3.*pow(a,-1))*pvecback[pba->index_bg_H_prime] + (6.*G4_smg + ((-2.)*G4_X + (-1.)*G5_phi + (4.*G4_XX + (-3.)*G5_Xphi)*2.*X)*2.*X)*1./3.*pow(H,2) + ((3.*G5_X + 2.*X*G5_XX)*(-2.)/3.*pow(H,2)*pow(a,-2)*X + ((-1.)*G4_phi + (G3_X + (-2.)*G4_Xphi)*X)*(-2.)/3.*pow(a,-2) + (G4_X + (-1.)*G5_phi + (2.*G4_XX + (-1.)*G5_Xphi)*X)*(-4.)/3.*H*phi_prime*pow(a,-3))*pvecback[pba->index_bg_phi_prime_prime_smg] + (G2 + (G3_phi + (-2.)*G4_phiphi)*(-2.)*X)*1./3. + (G4_phi + (G3_X + (-6.)*G4_Xphi + 2.*G5_phiphi)*X)*2./3.*H*phi_prime*pow(a,-1); - - }// end of if pba->field_evolution_smg - else{ - - double a, delta_M_pl; - double rho_tot, p_tot; - double Omega_smg; - - a = pvecback_B[pba->index_bi_a]; - delta_M_pl = pvecback_B[pba->index_bi_delta_M_pl_smg]; - - rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; - p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; - - //initialize the values to the defaults - pvecback[pba->index_bg_kineticity_smg] = 0; - pvecback[pba->index_bg_braiding_smg] = 0.; - pvecback[pba->index_bg_tensor_excess_smg] = 0.; - pvecback[pba->index_bg_M2_smg] = 1.; - pvecback[pba->index_bg_delta_M2_smg] = 0.; - pvecback[pba->index_bg_mpl_running_smg] = 0.; - - if (pba->expansion_model_smg == lcdm){ - - double Omega_const_smg = pba->parameters_smg[0]; - - pvecback[pba->index_bg_rho_smg] = Omega_const_smg*pow(pba->H0,2); - pvecback[pba->index_bg_p_smg] = -Omega_const_smg*pow(pba->H0,2); + if (pba->has_dr == _TRUE_) { + class_print_species("Dark Radiation (from decay)",dr); + budget_radiation+=pba->Omega0_dr; } - - if (pba->expansion_model_smg == wowa){ - - double Omega_const_smg = pba->parameters_smg[0]; - double w0 = pba->parameters_smg[1]; - double wa = pba->parameters_smg[2]; - - pvecback[pba->index_bg_rho_smg] = Omega_const_smg * pow(pba->H0,2)/pow(a,3.*(1. + w0 + wa)) * exp(3.*wa*(a-1.)); - pvecback[pba->index_bg_p_smg] = (w0+(1-a)*wa) * Omega_const_smg * pow(pba->H0,2)/pow(a,3.*(1.+w0+wa)) * exp(3.*wa*(a-1.)); + if (pba->has_idr == _TRUE_) { + class_print_species("Interacting Dark Radiation",idr); + budget_radiation+=pba->Omega0_idr; } - if (pba->expansion_model_smg == wowa_w){ - - double Omega_const_smg = pba->parameters_smg[0]; - double w0 = pba->parameters_smg[1]; - double wa = pba->parameters_smg[2]; - - pvecback[pba->index_bg_w_smg] = w0+(1-a)*wa; - if (pba->initial_conditions_set_smg == _FALSE_) { - // Here we provide wi wf from w= (1-a)*wi+a*wf. - // This is useful to set the initial conditions for the energy density. - // The value inferred here is just a guess, since then the shooting will modify it. - double wi = w0+wa; - double wf = w0; - - pvecback[pba->index_bg_rho_smg] = Omega_const_smg * pow(pba->H0,2)/pow(a,3.*(1. + wi)) * exp(3.*(wi-wf)*(a-1.)); - } - else { - pvecback[pba->index_bg_rho_smg] = pvecback_B[pba->index_bi_rho_smg]; - } - pvecback[pba->index_bg_p_smg] = pvecback[pba->index_bg_w_smg] * pvecback[pba->index_bg_rho_smg]; - - }//ILSWEDE - if (pba->expansion_model_smg == wede){ - - //Doran-Robbers model astro-ph/0601544 - //as implemented in Pettorino et al. 1301.5279 - //TODO: check these expressions, they probably assume the standard evolution/friedmann eqs, etc... - //TODO: rewrite the expressions integrating the equation of state - - double Om0 = pba->parameters_smg[0]; - double w0 = pba->parameters_smg[1]; - double Ome = pba->parameters_smg[2] + 1e-10; - - //NOTE: I've regularized the expression adding a tiny Omega_e - double Om = ((Om0 - Ome*(1.-pow(a,-3.*w0)))/(Om0 + (1.-Om0)*pow(a,3*w0)) + Ome*(1.-pow(a,-3*w0))); - double dOm_da = (3*pow(a,-1 - 3*w0)*(-1 + Om0)*(-2*pow(a,3*w0)*(-1 + Om0)*Ome + Om0*Ome + pow(a,6*w0)*(Om0 - 2*Ome + Om0*Ome))*w0)/pow(-(pow(a,3*w0)*(-1 + Om0)) + Om0,2); //from Mathematica - //I took a_eq = a*rho_r/rho_m, with rho_r = 3*p_tot_wo_smg - double a_eq = 3.*a*p_tot/(pvecback[pba->index_bg_rho_b]+pvecback[pba->index_bg_rho_cdm]); //tested! - double w = a_eq/(3.*(a+a_eq)) -a/(3.*(1-Om)*Om)*dOm_da; - - pvecback[pba->index_bg_rho_smg] = rho_tot*Om/(1.-Om); - //pow(pba->H0,2)/pow(a,3)*Om*(Om-1.)/(Om0-1.)*(1.+a_eq/a)/(1.+a_eq); //this eq is from Pettorino et al, not working - pvecback[pba->index_bg_p_smg] = w*pvecback[pba->index_bg_rho_smg]; - -// if (a>0.9) -// printf("a = %e, w = %f, Om_de = %e, rho_de/rho_t = %e \n",a,w,Om, -// pvecback[pba->index_bg_rho_smg]/(pvecback[pba->index_bg_rho_smg]+rho_tot)); + if ((pba->has_lambda == _TRUE_) || (pba->has_fld == _TRUE_) || (pba->has_scf == _TRUE_) || (pba->has_curvature == _TRUE_) || (pba->has_smg == _TRUE_)) { + printf(" ---> Other Content \n"); } - - rho_tot += pvecback[pba->index_bg_rho_smg]; - p_tot += pvecback[pba->index_bg_p_smg]; - - - Omega_smg = pvecback[pba->index_bg_rho_smg]/rho_tot; //used for some parameterizations - - - if (pba->gravity_model_smg == propto_omega) { - - double c_k = pba->parameters_2_smg[0]; - double c_b = pba->parameters_2_smg[1]; - double c_m = pba->parameters_2_smg[2]; - double c_t = pba->parameters_2_smg[3]; - - pvecback[pba->index_bg_kineticity_smg] = c_k*Omega_smg; - pvecback[pba->index_bg_braiding_smg] = c_b*Omega_smg; - pvecback[pba->index_bg_tensor_excess_smg] = c_t*Omega_smg; - pvecback[pba->index_bg_mpl_running_smg] = c_m*Omega_smg; - pvecback[pba->index_bg_delta_M2_smg] = delta_M_pl; //M2-1 - pvecback[pba->index_bg_M2_smg] = 1.+delta_M_pl; + if (pba->has_lambda == _TRUE_) { + class_print_species("Cosmological Constant",lambda); + budget_other+=pba->Omega0_lambda; } - else if (pba->gravity_model_smg == propto_scale) { - - double c_k = pba->parameters_2_smg[0]; - double c_b = pba->parameters_2_smg[1]; - double c_m = pba->parameters_2_smg[2]; - double c_t = pba->parameters_2_smg[3]; - - pvecback[pba->index_bg_kineticity_smg] = c_k*a; - pvecback[pba->index_bg_braiding_smg] = c_b*a; - pvecback[pba->index_bg_tensor_excess_smg] = c_t*a; - pvecback[pba->index_bg_mpl_running_smg] = c_m*a; - pvecback[pba->index_bg_delta_M2_smg] = delta_M_pl; //M2-1 - pvecback[pba->index_bg_M2_smg] = 1.+delta_M_pl; + if (pba->has_fld == _TRUE_) { + class_print_species("Dark Energy Fluid",fld); + budget_other+=pba->Omega0_fld; } - else if (pba->gravity_model_smg == constant_alphas) { - - double c_k = pba->parameters_2_smg[0]; - double c_b = pba->parameters_2_smg[1]; - double c_m = pba->parameters_2_smg[2]; - double c_t = pba->parameters_2_smg[3]; - - pvecback[pba->index_bg_kineticity_smg] = c_k; - pvecback[pba->index_bg_braiding_smg] = c_b; - pvecback[pba->index_bg_tensor_excess_smg] = c_t; - pvecback[pba->index_bg_mpl_running_smg] = c_m; - pvecback[pba->index_bg_delta_M2_smg] = delta_M_pl; //M2-1 - pvecback[pba->index_bg_M2_smg] = 1.+delta_M_pl; + if (pba->has_scf == _TRUE_) { + class_print_species("Scalar Field",scf); + budget_other+=pba->Omega0_scf; } - else if (pba->gravity_model_smg == eft_alphas_power_law) { - - double M_0 = pba->parameters_2_smg[0]; - double c_k = pba->parameters_2_smg[1]; - double c_b = pba->parameters_2_smg[2]; - double c_t = pba->parameters_2_smg[3]; - double M_0_exp = pba->parameters_2_smg[4]; - double c_k_exp = pba->parameters_2_smg[5]; - double c_b_exp = pba->parameters_2_smg[6]; - double c_t_exp = pba->parameters_2_smg[7]; - - pvecback[pba->index_bg_kineticity_smg] = c_k*pow(a, c_k_exp); - pvecback[pba->index_bg_braiding_smg] = c_b*pow(a, c_b_exp); - pvecback[pba->index_bg_tensor_excess_smg] = c_t*pow(a, c_t_exp); - pvecback[pba->index_bg_mpl_running_smg] = M_0*M_0_exp*pow(a, M_0_exp)/(1. + M_0*pow(a, M_0_exp)); - pvecback[pba->index_bg_delta_M2_smg] = delta_M_pl; //M2-1 - pvecback[pba->index_bg_M2_smg] = 1.+delta_M_pl; + if (pba->has_curvature == _TRUE_) { + class_print_species("Spatial Curvature",k); + budget_other+=pba->Omega0_k; } - else if ((pba->gravity_model_smg == eft_gammas_power_law) || (pba->gravity_model_smg == eft_gammas_exponential)) { - - double Omega=0., g1=0., g2=0., g3=0., Omega_p=0., Omega_pp=0., g3_p=0.; - double Omega_0=0., g1_0=0., g2_0=0., g3_0=0.; - double Omega_exp=0., g1_exp=0., g2_exp=0., g3_exp=0.; - - Omega_0 = pba->parameters_2_smg[0]; - g1_0 = pba->parameters_2_smg[1]; - g2_0 = pba->parameters_2_smg[2]; - g3_0 = pba->parameters_2_smg[3]; - Omega_exp = pba->parameters_2_smg[4]; - g1_exp = pba->parameters_2_smg[5]; - g2_exp = pba->parameters_2_smg[6]; - g3_exp = pba->parameters_2_smg[7]; - - if (pba->gravity_model_smg == eft_gammas_power_law) { - Omega = Omega_0*pow(a,Omega_exp); - Omega_p = Omega_0*Omega_exp*pow(a,Omega_exp-1.); // Derivative w.r.t. the scale factor - Omega_pp = Omega_0*Omega_exp*(Omega_exp-1.)*pow(a,Omega_exp-2.); // Derivative w.r.t. the scale factor - g1 = g1_0*pow(a,g1_exp); - g2 = g2_0*pow(a,g2_exp); - g3 = g3_0*pow(a,g3_exp); - g3_p = g3_0*g3_exp*pow(a,g3_exp-1.); // Derivative w.r.t. the scale factor - } - else { //(pba->gravity_model_smg == eft_gammas_exponential) - Omega = exp(Omega_0*pow(a,Omega_exp))-1.; - Omega_p = Omega_0*Omega_exp*pow(a,Omega_exp-1.)*exp(Omega_0*pow(a,Omega_exp)); // Derivative w.r.t. the scale factor - Omega_pp = Omega_0*Omega_exp*pow(a,Omega_exp-2.)*exp(Omega_0*pow(a,Omega_exp))*(Omega_exp-1.+Omega_0*Omega_exp*pow(a,Omega_exp)); // Derivative w.r.t. the scale factor - g1 = exp(g1_0*pow(a,g1_exp))-1.; - g2 = exp(g2_0*pow(a,g2_exp))-1.; - g3 = exp(g3_0*pow(a,g3_exp))-1.; - g3_p = g3_0*g3_exp*pow(a,g3_exp-1.)*exp(g3_0*pow(a,g3_exp)); // Derivative w.r.t. the scale factor - } - - - double c_over_H2 = (-pow(a,2.)*Omega_pp + 3.*(Omega + a*Omega_p/2.)*(rho_tot + p_tot)/rho_tot + 3.*(pvecback[pba->index_bg_rho_smg]+pvecback[pba->index_bg_p_smg])/rho_tot)/2.; - - pvecback[pba->index_bg_kineticity_smg] = 2.*(2.*g1*pow(pba->H0,2.)/rho_tot + c_over_H2)/(1. + Omega + g3); - pvecback[pba->index_bg_braiding_smg] = -(g2*pba->H0/sqrt(rho_tot) + a*Omega_p)/(1. + Omega + g3); - pvecback[pba->index_bg_tensor_excess_smg] = -g3/(1. + Omega + g3); - pvecback[pba->index_bg_mpl_running_smg] = a*(Omega_p + g3_p)/(1. + Omega + g3); - pvecback[pba->index_bg_delta_M2_smg] = delta_M_pl; //M2-1 - pvecback[pba->index_bg_M2_smg] = 1.+delta_M_pl; - - }//end of look pover models - - - pvecback[pba->index_bg_H] = sqrt(rho_tot-pba->K/a/a); - /** - compute derivative of H with respect to conformal time */ - pvecback[pba->index_bg_H_prime] = - (3./2.) * (rho_tot + p_tot) * a + pba->K/a; - - //add friction term - if (pba->hubble_evolution == _TRUE_ && pba->initial_conditions_set_smg == _TRUE_){ - pvecback[pba->index_bg_H] = pvecback_B[pba->index_bi_H]; - /** - compute derivative of H with respect to conformal time */ - pvecback[pba->index_bg_H_prime] += - a*pba->hubble_friction*(pvecback_B[pba->index_bi_H]*pvecback_B[pba->index_bi_H] - rho_tot - pba->K/a/a); + if (pba->has_smg == _TRUE_) { + class_print_species("Scalar Modified Gravity",smg); + budget_other+=pba->Omega0_smg; } - // Compute time derivative of rho_smg - if (pba->rho_evolution_smg == _TRUE_){ - pvecback[pba->index_bg_rho_prime_smg] = -3.*a*pvecback[pba->index_bg_H]*(1.+pvecback[pba->index_bg_w_smg])*pvecback[pba->index_bg_rho_smg]; + printf(" ---> Total budgets \n"); + printf(" Radiation Omega = %-15g , omega = %-15g \n",budget_radiation,budget_radiation*pba->h*pba->h); + printf(" Non-relativistic Omega = %-15g , omega = %-15g \n",budget_matter,budget_matter*pba->h*pba->h); + if (pba->N_ncdm > 0) { + printf(" - Non-Free-Streaming Matter Omega = %-15g , omega = %-15g \n",pba->Omega0_nfsm,pba->Omega0_nfsm*pba->h*pba->h); + printf(" - Non-Cold Dark Matter Omega = %-15g , omega = %-15g \n",budget_neutrino,budget_neutrino*pba->h*pba->h); } - -}//end of parameterized mode - - // add a value to the kineticity to avoid problems with perturbations in certain models. - // NOTE: this needs to be done here to avoid interfering with the equations - pvecback[pba->index_bg_kineticity_smg] += pba->kineticity_safe_smg; - - // kinetic term - pvecback[pba->index_bg_kinetic_D_smg] = 3./2.*pow(pvecback[pba->index_bg_braiding_smg],2) + pvecback[pba->index_bg_kineticity_smg]; - - //Derivatives of the BS functions and others. Set to zero here and computed numerically once the background is integrated (needed so that debuggers don't complain). - - pvecback[pba->index_bg_kineticity_prime_smg] = 0.; - pvecback[pba->index_bg_braiding_prime_smg] = 0.; - pvecback[pba->index_bg_mpl_running_prime_smg] = 0.; - pvecback[pba->index_bg_tensor_excess_prime_smg] = 0.; - pvecback[pba->index_bg_H_prime_prime] = 0.; - pvecback[pba->index_bg_p_tot_wo_prime_smg] = 0.; - pvecback[pba->index_bg_p_prime_smg] = 0.; - pvecback[pba->index_bg_cs2_smg] = 0.; - pvecback[pba->index_bg_kinetic_D_prime_smg] = 0.; - pvecback[pba->index_bg_cs2num_smg] = 0.; - pvecback[pba->index_bg_cs2num_prime_smg] = 0.; - pvecback[pba->index_bg_lambda_1_smg] = 0.; - pvecback[pba->index_bg_lambda_2_smg] = 0.; - pvecback[pba->index_bg_lambda_3_smg] = 0.; - pvecback[pba->index_bg_lambda_4_smg] = 0.; - pvecback[pba->index_bg_lambda_5_smg] = 0.; - pvecback[pba->index_bg_lambda_6_smg] = 0.; - pvecback[pba->index_bg_lambda_7_smg] = 0.; - pvecback[pba->index_bg_lambda_8_smg] = 0.; - pvecback[pba->index_bg_lambda_9_smg] = 0.; - pvecback[pba->index_bg_lambda_10_smg] = 0.; - pvecback[pba->index_bg_lambda_11_smg] = 0.; - pvecback[pba->index_bg_lambda_2_prime_smg] = 0.; - pvecback[pba->index_bg_lambda_8_prime_smg] = 0.; - pvecback[pba->index_bg_lambda_9_prime_smg] = 0.; - pvecback[pba->index_bg_lambda_11_prime_smg] = 0.; - if (pba->field_evolution_smg == _FALSE_ && pba->M_pl_evolution_smg == _FALSE_){ - pvecback[pba->index_bg_mpl_running_smg] = 0.; - } - - /* Check required conditions for the gravity_models. */ - if ( (pba->skip_stability_tests_smg == _FALSE_) && (pba->parameters_tuned_smg == _TRUE_) && (pba->Omega_smg_debug == 0) ){ - double a = pvecback_B[pba->index_bi_a]; - if (pba->is_quintessence_smg == _TRUE_){ - /* Check that w is not lower than w < -1 for quintessence */ - class_test( (pvecback[pba->index_bg_p_smg]/pvecback[pba->index_bg_rho_smg] < -(1 + pba->quintessence_w_safe_smg)), - pba->error_message, - "Dark Energy equation of state at a = %e is w = %e, lower than w = -(1 + th), with threshold, th = %e. Quintessence models can only have w > -1. Aborting.\n", a, pvecback[pba->index_bg_p_smg]/pvecback[pba->index_bg_rho_smg], pba->quintessence_w_safe_smg); - - class_test(( (pvecback[pba->index_bg_rho_smg] / (pba->Omega0_smg*pow(pba->H0,2)) + 1e-3) < 1), - pba->error_message, - "Dark Energy density, rho_smg = %e, at a = %e is lower than its given present value, Omega0_smg*H0^2= %e, since quintessence models have w > -1, it will never be reached. Aborting.\n", pvecback[pba->index_bg_rho_smg], a, pba->Omega0_smg*pow(pba->H0,2) ); - } - } - - return _SUCCESS_; - -} - -int background_gravity_parameters( - struct background *pba - ){ - - switch (pba->gravity_model_smg) { - - case quintessence_monomial: - printf("Modified gravity: quintessence_monomial with parameters: \n"); - printf("-> N = %g, V0 = %g, V0* = %g, phi_prime_ini = %g, phi_ini = %g \n", - pba->parameters_smg[0], pba->parameters_smg[1], pba->parameters_smg[1]*pow(pba->H0/pba->h,2), - pba->parameters_smg[2], pba->parameters_smg[3]); - break; - - case quintessence_tracker: - printf("Modified gravity: quintessence_tracker with parameters: \n"); - printf("-> K_ini = %g, P_ini = %g, V0 = %g, V0* = %g, n = %g, m = %g, lambda=%g \n", - pba->parameters_smg[0], pba->parameters_smg[1], pba->parameters_smg[2]*pow(pba->H0/pba->h,2), - pba->parameters_smg[2], pba->parameters_smg[3], pba->parameters_smg[4], pba->parameters_smg[5]); - break; - - case alpha_attractor_canonical: - printf("Modified gravity: alpha_attractor_canonical with parameters: \n"); - printf("-> f = phi/sqrt(alpha) \n"); - printf("-> phi_prime_ini = %g, f_ini = %g, alpha = %g, c = %g, p = %g, n = %g \n", - pba->parameters_smg[0], pba->parameters_smg[1], pba->parameters_smg[2], - pba->parameters_smg[3], pba->parameters_smg[4], pba->parameters_smg[5]); - break; - - case galileon: - printf("Modified gravity: covariant Galileon with parameters: \n"); - printf(" -> c_1 = %g, c_2 = %g, c_3 = %g \n c_4 = %g, c_5 = %g, xi_ini = %g (xi_end = %g) \n", - pba->parameters_smg[1],pba->parameters_smg[2],pba->parameters_smg[3],pba->parameters_smg[4],pba->parameters_smg[5],pba->parameters_smg[0], pba->xi_0_smg); - break; - - case brans_dicke: - printf("Modified gravity: Brans Dicke with parameters: \n"); - printf(" -> Lambda = %g, omega_BD = %g, \n phi_ini = %g (phi_0 = %g), phi_prime_ini = %g \n", - pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2],pba->phi_0_smg,pba->parameters_smg[3]); - break; - - case nkgb: - printf("Modified gravity: Kinetic Gravity Braiding with K=-X and G=1/n g^(2n-1)/2 * X^n with parameters: \n"); - printf(" -> g = %g, n = %g, phi_ini = 0.0, smg density fraction from shift charge term = %g. \n", - pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2]); - break; - - case propto_omega: - printf("Modified gravity: propto_omega with parameters: \n"); - printf(" -> c_K = %g, c_B = %g, c_M = %g, c_T = %g, M_*^2_init = %g \n", - pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3], - pba->parameters_2_smg[4]); - break; - - case propto_scale: - printf("Modified gravity: propto_scale with parameters: \n"); - printf(" -> c_K = %g, c_B = %g, c_M = %g, c_T = %g, M_*^2_init = %g \n", - pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3], - pba->parameters_2_smg[4]); - break; - - case constant_alphas: - printf("Modified gravity: constant_alphas with parameters: \n"); - printf(" -> c_K = %g, c_B = %g, c_M = %g, c_T = %g, M_*^2_init = %g \n", - pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3], - pba->parameters_2_smg[4]); - break; - - case eft_alphas_power_law: - printf("Modified gravity: eft_alphas_power_law with parameters: \n"); - printf(" -> M_*^2_0 = %g, c_K = %g, c_B = %g, c_T = %g, M_*^2_exp = %g, c_K_exp = %g, c_B_exp = %g, c_T_exp = %g\n", - pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3], - pba->parameters_2_smg[4],pba->parameters_2_smg[5],pba->parameters_2_smg[6],pba->parameters_2_smg[7]); - break; - - case eft_gammas_power_law: - printf("Modified gravity: eft_gammas_power_law with parameters: \n"); - printf(" -> Omega_0 = %g, gamma_1 = %g, gamma_2 = %g, gamma_3 = %g, Omega_0_exp = %g, gamma_1_exp = %g, gamma_2_exp = %g, gamma_3_exp = %g \n", - pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3],pba->parameters_2_smg[4],pba->parameters_2_smg[5],pba->parameters_2_smg[6],pba->parameters_2_smg[7]); - break; - - case eft_gammas_exponential: - printf("Modified gravity: eft_gammas_exponential with parameters: \n"); - printf(" -> Omega_0 = %g, gamma_1 = %g, gamma_2 = %g, gamma_3 = %g, Omega_0_exp = %g, gamma_1_exp = %g, gamma_2_exp = %g, gamma_3_exp = %g \n", - pba->parameters_2_smg[0],pba->parameters_2_smg[1],pba->parameters_2_smg[2],pba->parameters_2_smg[3],pba->parameters_2_smg[4],pba->parameters_2_smg[5],pba->parameters_2_smg[6],pba->parameters_2_smg[7]); - break; - - default: - printf("Modified gravity: output not implemented in background_gravity_parameters() \n"); - - - } - - if(pba->field_evolution_smg==_FALSE_) { - switch (pba->expansion_model_smg) { - - case lcdm: - printf("Parameterized model with LCDM expansion \n"); - printf("-> Omega_smg = %f \n",pba->parameters_smg[0]); - break; - - case wowa: - printf("Parameterized model with CPL expansion \n"); - printf("-> Omega_smg = %f, w0 = %f, wa = %e \n", - pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2]); - break; - - case wowa_w: - printf("Parameterized model with CPL expansion \n"); - printf("-> Omega_smg = %f, w0 = %f, wa = %e \n", - pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2]); - break; - - case wede: //ILSWEDE - printf("Parameterized model with variable EoS + Early DE \n"); - printf("-> Omega_smg = %f, w = %f, Omega_e = %f \n",pba->parameters_smg[0],pba->parameters_smg[1],pba->parameters_smg[2]); - break; - - default: - printf("Parameterized model: expansion hisotry output not implemented in background_gravity_parameters() \n"); - + if ((pba->has_lambda == _TRUE_) || (pba->has_fld == _TRUE_) || (pba->has_scf == _TRUE_) || (pba->has_curvature == _TRUE_)) { + printf(" Other Content Omega = %-15g , omega = %-15g \n",budget_other,budget_other*pba->h*pba->h); } - + printf(" TOTAL Omega = %-15g , omega = %-15g \n",budget_radiation+budget_matter+budget_other,(budget_radiation+budget_matter+budget_other)*pba->h*pba->h); + printf(" -------------------------------------------------------------------- \n"); } return _SUCCESS_; - } /** @@ -4002,8 +3034,8 @@ int background_gravity_parameters( * - the potential \f$ V(\phi) \f$ is given in units of \f$ m_{pl}^2/Mpc^2 \f$. * With this convention, we have * \f$ \rho^{class} = (8 \pi G)/3 \rho^{physical} = 1/(3 m_{pl}^2) \rho^{physical} = 1/3 * [ 1/(2a^2) (\phi')^2 + V(\phi) ] \f$ - and \f$ \rho^{class} \f$ has the proper dimension \f$ Mpc^-2 \f$. - */ + and \f$ \rho^{class} \f$ has the proper dimension \f$ Mpc^-2 \f$. +*/ double V_e_scf(struct background *pba, double phi @@ -4024,7 +3056,7 @@ double dV_e_scf(struct background *pba, // double scf_A = pba->scf_parameters[2]; // double scf_B = pba->scf_parameters[3]; - return -scf_lambda*V_scf(pba,phi); + return -scf_lambda*V_e_scf(pba,phi); } double ddV_e_scf(struct background *pba, @@ -4035,7 +3067,7 @@ double ddV_e_scf(struct background *pba, // double scf_A = pba->scf_parameters[2]; // double scf_B = pba->scf_parameters[3]; - return pow(-scf_lambda,2)*V_scf(pba,phi); + return pow(-scf_lambda,2)*V_e_scf(pba,phi); } @@ -4094,7 +3126,7 @@ double V_scf( double dV_scf( struct background *pba, - double phi) { + double phi) { return dV_e_scf(pba,phi)*V_p_scf(pba,phi) + V_e_scf(pba,phi)*dV_p_scf(pba,phi); } diff --git a/source/distortions.c b/source/distortions.c new file mode 100644 index 00000000..b198217e --- /dev/null +++ b/source/distortions.c @@ -0,0 +1,1980 @@ +/** @file distortions.c Documented module on spectral distortions + * Matteo Lucca, 31.10.2018 + * Nils Schoeneberg, 18.02.2019 + * + * When using this module please consider citing: + * Lucca et al. 2019 (JCAP02(2020)026, arXiv:1910.04619) + * as well as related pioneering works such as: + * Chluba & Sunyaev 2012 (MNRAS419(2012)1294-1314, arXiv:1109.6552) + * Chluba 2013 (MNRAS434(2013)352, arXiv:1304.6120) + * Clube & Jeong 2014 (MNRAS438(2014)2065–2082, arXiv:1306.5751) + */ + +#include "distortions.h" + +/** + * Initialize the distortions structure. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param ppt Input: pointer to the perturbations structure + * @param ppm Input: pointer to the primordial structure + * @param psd Input/Output: pointer to initialized distortions structure + * @return the error status + */ + +int distortions_init(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + struct primordial * ppm, + struct distortions * psd) { + + if (psd->has_distortions == _FALSE_) { + if (psd->distortions_verbose > 0) + printf("No distortions requested. Distortions module skipped.\n"); + return _SUCCESS_; + } + if (psd->distortions_verbose > 0) { + printf("Computing spectral distortions\n"); + } + + class_test(pth->compute_damping_scale==_FALSE_, + psd->error_message, + "Cannot compute spectral distortions without damping scale\n"); + + /** Set physical constants */ + class_call(distortions_constants(ppr,pba,pth,psd), + psd->error_message, + psd->error_message); + + if (psd->sd_branching_approx == bra_exact) { + /** Set/Check the distortions detector */ + class_call(distortions_set_detector(ppr,psd), + psd->error_message, + psd->error_message); + } + + /** Assign values to all indices in the distortions structure */ + class_call(distortions_indices(psd), + psd->error_message, + psd->error_message); + + /** Define z and x arrays */ + class_call(distortions_get_xz_lists(ppr,pba,pth,psd), + psd->error_message, + psd->error_message); + + /** Define branching ratios */ + class_call(distortions_compute_branching_ratios(ppr,psd), + psd->error_message, + psd->error_message); + + /** Define heating function */ + class_call(distortions_compute_heating_rate(ppr,pba,pth,ppt,ppm,psd), + psd->error_message, + psd->error_message); + + /** Define final spectral distortions */ + class_call(distortions_compute_spectral_shapes(ppr,pba,pth,psd), + psd->error_message, + psd->error_message); + + return _SUCCESS_; +} + +/** + * Free all memory space allocated by distortions_init() + * + * @param psd Input: pointer to distortions structure (to be freed) + * @return the error status + */ + +int distortions_free(struct distortions * psd) { + + /** Define local variables */ + int index_type; + + if (psd->has_distortions == _TRUE_) { + /** Delete lists */ + free(psd->z); + free(psd->z_weights); + free(psd->x); + free(psd->x_weights); + + /** Delete noise file */ + if (psd->has_detector_file == _TRUE_) { + free(psd->delta_Ic_array); + } + + /** Delete branching ratios */ + for (index_type=0;index_typetype_size;++index_type){ + free(psd->br_table[index_type]); + } + free(psd->br_table); + + /** Delete heating functions */ + free(psd->dQrho_dz_tot); + + /** Delete distortion shapes */ + for (index_type=0;index_typetype_size;++index_type){ + free(psd->sd_shape_table[index_type]); + free(psd->sd_table[index_type]); + } + free(psd->sd_shape_table); + free(psd->sd_table); + + /** Delete distortion amplitudes */ + free(psd->sd_parameter_table); + + /** Delete total distortion */ + free(psd->DI); + } + + return _SUCCESS_; +} + +/** + * Calculate physical constant. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_constants(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct distortions * psd){ + + /** Define unit conventions */ + psd->x_to_nu = (_k_B_*pba->T_cmb/_h_P_)/1e9; // [GHz] + psd->DI_units = 2.*pow(_k_B_*pba->T_cmb,3.)/pow(_h_P_*_c_,2.); // [W/(m^2 Hz sr)] + + /** Define transition redshifts z_muy and z_th */ + psd->z_muy = 5.e4; + psd->z_th = 1.98e6* + pow((1.-pth->YHe/2.)/0.8767,-2./5.)* + pow(pba->Omega0_b*pow(pba->h,2.)/0.02225,-2./5.)* + pow(pba->T_cmb/2.726,1./5.); + + class_sprintf(psd->sd_PCA_file_generator,"%s/%s",ppr->sd_external_path,"generate_PCA_files.py"); + class_sprintf(psd->sd_detector_list_file,"%s/%s",ppr->sd_external_path,"detectors_list.dat"); + + return _SUCCESS_; +} + +/** + * Check wether the detector name and the detector properties + * are a valid combination. + * + * There are four options for the user + * + * defined_name = true, defined_detector = true + * Meaning: The user requests a specific detector with specific settings + * --> Check that the detector exists and has the same settings + * + * defined_name = true, defined_detector = false + * Meaning: The user requests a specific detector + * --> Check that the detector exists and use the given settings + * + * defined_name = false, defined_detector = true + * Meaning: The user requests specific settings, but does not name their detector + * --> Check that the settings exists, or create them + * + * defined_name = false, defined_detector = false + * Meaning: The user just wants the default detector and settings + * --> Just use the default settings and skip this function + * + * @param ppr Input: pointer to precision structure + * @param psd Input/Output: pointer to initialized distortions structure + * @return the error status + */ + +int distortions_set_detector(struct precision * ppr, + struct distortions * psd){ + + /** Local variables */ + FILE* det_list_file; + char line[_LINE_LENGTH_MAX_]; + DetectorName detector_name; + DetectorFileName detector_noise_file_name; + double nu_min,nu_max,nu_delta,delta_Ic; + int has_detector_noise_file; + int N_bins; + char * left; + int headlines = 0; + int found_detector; + + has_detector_noise_file = _FALSE_; + + if (psd->has_user_defined_name == _FALSE_) { + /* The user wants the default */ + if (psd->has_user_defined_detector == _FALSE_ && psd->has_detector_file == _FALSE_) { + if (psd->distortions_verbose > 0) { + printf(" -> Using the default (%s) detector\n",psd->sd_detector_name); + } + return _SUCCESS_; // Nothing more to do + } + /* The user wants a new detector with specified settings, but without name */ + else { + /* Generate a custom name for this custom detector, so we can check if it has already been defined */ + if (psd->has_detector_file == _TRUE_) { + class_sprintf(psd->sd_detector_name, + "Custom__%.80s__Detector", + psd->sd_detector_file_name); + } + else { + class_sprintf(psd->sd_detector_name, + "Custom__%7.2e_%7.2e_%7.2e_%i_%7.2e__Detector", + psd->sd_detector_nu_min,psd->sd_detector_nu_max,psd->sd_detector_nu_delta,psd->sd_detector_bin_number,psd->sd_detector_delta_Ic); + } + } + } + + /** Open file */ + class_open(det_list_file, psd->sd_detector_list_file, "r", + psd->error_message); + + found_detector = _FALSE_; + while (fgets(line,_LINE_LENGTH_MAX_-1,det_list_file) != NULL) { + headlines++; + + /* Eliminate blank spaces at beginning of line */ + left=line; + while (left[0]==' ') { + left++; + } + if (left[0] > 39) { + if (sscanf(line,"%s %lg %lg %lg %i %lg",detector_name,&nu_min,&nu_max,&nu_delta,&N_bins,&delta_Ic) != 6) { + has_detector_noise_file = _TRUE_; + if (sscanf(line,"%s %s",detector_name,detector_noise_file_name) != 2) { + class_stop(psd->error_message, + "Could not read line %i in file '%s'\n",headlines,psd->sd_detector_list_file); + } + } + else { + has_detector_noise_file = _FALSE_; + } + + /* Detector has been found */ + if (strcmp(psd->sd_detector_name,detector_name)==0) { + if (psd->distortions_verbose > 0){ + printf(" -> Found detector %s (user defined = %s)\n",detector_name,(psd->has_user_defined_detector?"TRUE":"FALSE")); + } + found_detector = _TRUE_; + + if (has_detector_noise_file == _TRUE_) { + if (psd->distortions_verbose > 1){ + printf(" -> Properties: Noise file name = %s \n", + detector_noise_file_name); + } + if (psd->has_detector_file == _TRUE_) { + class_test(strcmp(psd->sd_detector_file_name,detector_noise_file_name) != 0, + psd->error_message, + "Noise file path (sd_detector_file_name) disagrees between stored detector '%s' and input -> %s (input) vs %s (stored)", + detector_name,psd->sd_detector_file_name,detector_noise_file_name); + } + class_test(psd->has_user_defined_detector, + psd->error_message, + "Detector property type disagrees between stored detector '%s' and input -> Userdefined (input) vs Noisefile (stored)", + detector_name); + class_sprintf(psd->sd_detector_file_name, "%s", detector_noise_file_name); + psd->has_detector_file = has_detector_noise_file; + } + else { + if (psd->distortions_verbose > 1) { + printf(" -> Properties: nu_min = %lg nu_max = %lg delta_nu = %lg N_bins = %i delta_Ic = %lg \n", + nu_min, nu_max, nu_delta, N_bins, delta_Ic); + } + /* If the user has defined the detector, check that their and our definitions agree */ + if (psd->has_user_defined_detector == _TRUE_) { + class_test(fabs(psd->sd_detector_nu_min-nu_min)>ppr->tol_sd_detector, + psd->error_message, + "Minimal frequency (sd_detector_nu_min) disagrees between stored detector '%s' and input -> %.10e (input) vs %.10e (stored)", + detector_name,psd->sd_detector_nu_min,nu_min); + class_test(fabs(psd->sd_detector_nu_max-nu_max)>ppr->tol_sd_detector, + psd->error_message, + "Maximal frequency (sd_detector_nu_min) disagrees between stored detector '%s' and input -> %.10e (input) vs %.10e (stored)", + detector_name,psd->sd_detector_nu_max,nu_max); + class_test(fabs(psd->sd_detector_nu_delta-nu_delta)>ppr->tol_sd_detector, + psd->error_message, + "Delta frequency (sd_detector_nu_delta) disagrees between stored detector '%s' and input -> %.10e (input) vs %.10e (stored)", + detector_name,psd->sd_detector_nu_delta,nu_delta); + class_test(abs(psd->sd_detector_bin_number-N_bins)>ppr->tol_sd_detector, + psd->error_message, + "Number of bins (sd_detector_bin_number) disagrees between stored detector '%s' and input -> %i (input) vs %i (stored)", + detector_name,psd->sd_detector_bin_number,N_bins); + class_test(fabs(psd->sd_detector_delta_Ic-delta_Ic)>ppr->tol_sd_detector, + psd->error_message, + "Detector accuracy (sd_detector_delta_Ic) disagrees between stored detector '%s' and input -> %.10e (input) vs %.10e (stored)", + detector_name,psd->sd_detector_delta_Ic,delta_Ic); + } + class_test(psd->has_detector_file, + psd->error_message, + "Detector property type disagrees between stored detector '%s' and input -> Noisefile (input) vs Userdefined (stored)", + detector_name); + + /* In any case, just take the detector definition from the file */ + psd->sd_detector_nu_min = nu_min; + psd->sd_detector_nu_max = nu_max; + psd->sd_detector_nu_delta = nu_delta; + psd->sd_detector_bin_number = N_bins; + psd->sd_detector_delta_Ic = delta_Ic; + } + } + } + } + + fclose(det_list_file); + + /* If the detector has not been found, either the user has specified the settings and we create a new one, + * or the user hasn't specified the settings and we have to stop */ + if (found_detector == _FALSE_) { + if (psd->has_user_defined_detector==_TRUE_ || psd->has_detector_file==_TRUE_) { + if (psd->distortions_verbose > 0) { + printf(" -> Generating detector '%s' \n",psd->sd_detector_name); + } + class_call(distortions_generate_detector(ppr,psd), + psd->error_message, + psd->error_message); + } + else { + class_stop(psd->error_message, + "You asked for detector '%s', but it was not in the database '%s'.\nPlease check the name of your detector, or specify its properties if you want to create a new one", + psd->sd_detector_name, + psd->sd_detector_list_file); + } + } + + if (psd->has_detector_file ==_TRUE_) { + class_call(distortions_read_detector_noisefile(ppr,psd), + psd->error_message, + psd->error_message); + } + + return _SUCCESS_; +} + +/** + * Evaluate branching ratios, spectral shapes, E and S vectors for a given detector as + * described in external/distortions/README using generate_PCA_files.py. + * + * @param ppr Input: pointer to precision structure + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_generate_detector(struct precision * ppr, + struct distortions * psd){ + + /** Define local variables*/ + int is_success; + char temporary_string[2*_FILENAMESIZE_+2*_MAX_DETECTOR_NAME_LENGTH_+1024]; + + + /* Test first whether or not python exists*/ + if (psd->distortions_verbose > 0) { + printf(" -> Testing python\n"); + } + is_success = system("python --version"); + class_test(is_success == -1, + psd->error_message, + "The command 'python --version' failed.\nPlease install a valid version of python."); + + /* Then activate the PCA generator*/ + if (psd->distortions_verbose > 0) { + printf(" -> Executing the PCA generator\n"); + } + + if (psd->has_detector_file == _TRUE_) { + class_sprintf(temporary_string,"python %s %s %s %s %.10e %.10e %i %i %.10e %.10e %.10e", + psd->sd_PCA_file_generator, + psd->sd_detector_name, + ppr->sd_external_path, + psd->sd_detector_file_name, + ppr->sd_z_min, + ppr->sd_z_max, + ppr->sd_z_size, + 6, + psd->z_th, + psd->DI_units, + psd->x_to_nu); + + } + else { + class_sprintf(temporary_string,"python %s %s %.10e %.10e %.10e %i %.10e %.10e %i %.10e %i %.10e %.10e %.10e", + psd->sd_PCA_file_generator, + psd->sd_detector_name, + psd->sd_detector_nu_min, + psd->sd_detector_nu_max, + psd->sd_detector_nu_delta, + psd->sd_detector_bin_number, + ppr->sd_z_min, + ppr->sd_z_max, + ppr->sd_z_size, + psd->sd_detector_delta_Ic, + 6, + psd->z_th, + psd->DI_units, + psd->x_to_nu); + } + is_success = system(temporary_string); + class_test(is_success == -1, + psd->error_message, + "The command 'python %s' failed.\nPlease make sure the file exists.",psd->sd_PCA_file_generator); + + return _SUCCESS_; +} + +/** + * Reads the external detector noise file containing the + * array of frequencies and the detector accuracies + * Assumed to be in units of [GHz] and [10^-26 W/m^2/Hz/sr] respectively + * + * @param ppr Input: pointer to the precisions structure + * @param psd Input: pointer to the distortions structure + * @return the error status + */ +int distortions_read_detector_noisefile(struct precision * ppr, + struct distortions * psd){ + + /** Define local variables */ + int index_x; + double nu_temp,delta_Ic_temp; + FILE * infile; + char line[_LINE_LENGTH_MAX_]; + char * left; + int headlines = 0; + int numcols; + + /** Open file */ + class_sprintf(psd->sd_detector_noise_file,"%s/%s",ppr->sd_external_path,psd->sd_detector_file_name); + class_open(infile, psd->sd_detector_noise_file, "r", psd->error_message); + + /** Read header */ + psd->br_exact_Nz = 0; + while (fgets(line,_LINE_LENGTH_MAX_-1,infile) != NULL) { + headlines++; + + /* Eliminate blank spaces at beginning of line */ + left=line; + while (left[0]==' ') { + left++; + } + + if (left[0] > 39) { + /** Read number of lines, infer size of arrays and allocate them */ + class_test(sscanf(line,"%d %d", &psd->x_size, &numcols) != 2, + psd->error_message, + "could not header (number of lines, number of columns) at line %i in file '%s' \n",headlines,psd->sd_detector_noise_file); + class_test(numcols !=2, + psd->error_message, + "Incorrect number of columns in the detector noise file '%s'",psd->sd_detector_noise_file); + + class_alloc(psd->x, psd->x_size*sizeof(double), psd->error_message); + class_alloc(psd->delta_Ic_array, psd->x_size*sizeof(double), psd->error_message); + break; + } + } + + /** Read parameters */ + for (index_x=0; index_xx_size; ++index_x){ + class_test(fscanf(infile, "%le", + &(nu_temp))!=1, // [-] + psd->error_message, + "Could not read nu at line %i in file '%s'",index_x+headlines,psd->sd_detector_noise_file); + psd->x[index_x] = nu_temp/psd->x_to_nu; + class_test(fscanf(infile, "%le", + &(delta_Ic_temp))!=1, // [-] + psd->error_message, + "Could not read delta_Ic(nu) at line %i in file '%s'",index_x+headlines,psd->sd_detector_noise_file); + psd->delta_Ic_array[index_x] = delta_Ic_temp*1e-26; + } + + fclose(infile); + + return _SUCCESS_; +} + +/** + * Assign value to each relevant index in vectors of distortions quantities. + * + * @param psd Input: pointer to distortions structure + * @return the error status + */ + +int distortions_indices(struct distortions * psd) { + + /** Define local variables */ + int index_type = 0; + + /** Define indeces for tables - br_table defined in distortions_compute_branching_ratios, + - sd_parameter_table and + - sd_table defined in distortions_compute_spectral_shapes */ + class_define_index(psd->index_type_g,_TRUE_,index_type,1); + class_define_index(psd->index_type_y,_TRUE_,index_type,1); + class_define_index(psd->index_type_mu,_TRUE_,index_type,1); + class_define_index(psd->index_type_PCA,_TRUE_,index_type,psd->sd_PCA_size); + + psd->type_size = index_type; + + return _SUCCESS_; +} + +/** + * Calculate redshift and frequency vectors and weights for redshift integral. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param psd Input/Output: pointer to initialized distortions structure + * @return the error status + */ + +int distortions_get_xz_lists(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct distortions * psd){ + + /** Define local variables */ + int index_z, index_x; + + /** Define and allocate z array */ + psd->z_min = ppr->sd_z_min; + psd->z_max = ppr->sd_z_max; + psd->z_size = ppr->sd_z_size; + psd->z_delta = (log(psd->z_max)-log(psd->z_min))/psd->z_size; + + class_alloc(psd->z, + psd->z_size*sizeof(double), + psd->error_message); + + for (index_z = 0; index_z < psd->z_size; index_z++) { + psd->z[index_z] = exp(log(psd->z_min+1)+psd->z_delta*index_z); + } + + /** Define and allocate integrating weights for z array */ + class_alloc(psd->z_weights, + psd->z_size*sizeof(double), + psd->error_message); + class_call(array_trapezoidal_weights( + psd->z, + psd->z_size, + psd->z_weights, + psd->error_message), + psd->error_message, + psd->error_message); + + /** Define and allocate x array */ + if (psd->sd_branching_approx != bra_exact) { + psd->x_min = ppr->sd_x_min; + psd->x_max = ppr->sd_x_max; + psd->x_size = ppr->sd_x_size; + psd->x_delta = (log(psd->x_max)-log(psd->x_min))/psd->x_size; + + class_alloc(psd->x, + psd->x_size*sizeof(double), + psd->error_message); + + for (index_x = 0; index_xx_size; index_x++) { + psd->x[index_x] = exp(log(psd->x_min)+psd->x_delta*index_x); + } + + } + else if (psd->has_detector_file == _FALSE_) { + psd->x_min = psd->sd_detector_nu_min/psd->x_to_nu; + psd->x_max = psd->sd_detector_nu_max/psd->x_to_nu; + psd->x_delta = psd->sd_detector_nu_delta/psd->x_to_nu; + psd->x_size = psd->sd_detector_bin_number+1; + + class_alloc(psd->x, + psd->x_size*sizeof(double), + psd->error_message); + + for (index_x = 0; index_xx_size; index_x++){ + psd->x[index_x] = psd->x_min+psd->x_delta*index_x; + } + } + + /** Define and allocate integrating weights for x array */ + class_alloc(psd->x_weights, + psd->x_size*sizeof(double), + psd->error_message); + class_call(array_trapezoidal_weights( + psd->x, + psd->x_size, + psd->x_weights, + psd->error_message), + psd->error_message, + psd->error_message); + + return _SUCCESS_; +} + +/** + * Calculate branching ratios. + * + * Computing the full evolution of the thermal history of the universe is rather time consuming + * and mathematically challenging. It is therefore not implemented here. However, there are + * (at least) 5 levels of possible approximatin to evaluate the SD branching ratios (see also + * Chluba 2016 for useful discussion) + * 1) Use a sharp transition at z_mu-y and no distortions before z_th ('branching approx'=sharp_sharp) + * 2) Use a sharp transition at z_mu-y and a soft transition at z_th ('branching approx'=sharp_soft) + * 3) Use a soft transition at a_mu-y and z_th as described in Chluba 2013 ('branching approx'=soft_soft) + * In this case, the user must be aware that energy conservation is violated and no residuals + * are taken into consideration. + * 4) Use a soft transition at a_mu-y and z_th imposing conservation of energy + * ('branching approx'=soft_soft_cons) + * 5) Use a PCA method as described in Chluba & Jeong 2014 ('branching approx'=exact) + * In this case, the definition of the BRs is detector dependent and the user has therefore to + * specify the detector type and corresponding characteristics. + * + * All quantities are stored in the table br_table. + * + * @param ppr Input: pointer to the precision structure + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_compute_branching_ratios(struct precision * ppr, + struct distortions* psd){ + + /** Define local variables */ + int index_z,index_type,index_k; + double f_g, f_y, f_mu; + double *f_E; + double bb_vis; + int last_index = 0; + + /** Allocate space for branching ratios in br_table */ + class_alloc(psd->br_table, + psd->type_size*sizeof(double*), + psd->error_message); + for (index_type=0; index_typetype_size; ++index_type){ + class_alloc(psd->br_table[index_type], + psd->z_size*sizeof(double), + psd->error_message); + } + + /** Calulate branching ratios */ + if (psd->sd_branching_approx != bra_exact) { + for (index_z=0; index_zz_size; ++index_z){ + bb_vis = exp(-pow(psd->z[index_z]/psd->z_th,2.5)); + + /* 1) Calculate branching ratios using sharp_sharp transition */ + if (psd->sd_branching_approx == bra_sharp_sharp) { + if (psd->z[index_z]>psd->z_th) { + f_g = 1.; + f_y = 0.; + f_mu = 0.; + } + if (psd->z[index_z]z_th && psd->z[index_z]>psd->z_muy) { + f_g = 0.; + f_y = 0.; + f_mu = 1.; + } + if (psd->z[index_z]z_muy) { + f_g = 0.; + f_y = 1.; + f_mu = 0.; + } + } + + /* 2) Calculate branching ratios using sharp_soft transition */ + if (psd->sd_branching_approx == bra_sharp_soft) { + f_g = 1.-bb_vis; + if (psd->z[index_z]>psd->z_muy) { + f_y = 0.; + f_mu = bb_vis; + } + if (psd->z[index_z]z_muy) { + f_y = 1.; + f_mu = 0.; + } + } + + /* 3) Calculate branching ratios unsing soft_soft transitions */ + if (psd->sd_branching_approx == bra_soft_soft) { + f_g = 1.-bb_vis; + f_y = 1.0/(1.0+pow((1.0+psd->z[index_z])/(6.0e4),2.58)); + f_mu = bb_vis*(1.-exp(-pow((1.0+psd->z[index_z])/(5.8e4),1.88))); + } + + /* 4) Calculate branching ratios unsing soft_soft_cons transitions */ + if (psd->sd_branching_approx == bra_soft_soft_cons) { + f_g = 1.-bb_vis; + f_y = 1.0/(1.0+pow((1.0+psd->z[index_z])/(6.0e4),2.58)); + f_mu = bb_vis*(1.-f_y); + } + + psd->br_table[psd->index_type_g][index_z] = f_g; + psd->br_table[psd->index_type_y][index_z] = f_y; + psd->br_table[psd->index_type_mu][index_z] = f_mu; + + } + } + else { + /* 5) Calculate branching ratios according to Chluba & Jeong 2014 */ + + /* Read and spline data from file branching_ratios.dat */ + class_call(distortions_read_br_data(ppr,psd), + psd->error_message, + psd->error_message); + class_call(distortions_spline_br_data(psd), + psd->error_message, + psd->error_message); + + /* Allocate local variable */ + class_alloc(f_E, + psd->sd_PCA_size*sizeof(double), + psd->error_message); + + /* Interpolate over z */ + for (index_z=0; index_zz_size; ++index_z){ + class_call(distortions_interpolate_br_data(psd, + psd->z[index_z], + &f_g, + &f_y, + &f_mu, + f_E, + &last_index), + psd->error_message, + psd->error_message); + + /* Store quantities in the table*/ + psd->br_table[psd->index_type_g][index_z] = f_g; + psd->br_table[psd->index_type_y][index_z] = f_y; + psd->br_table[psd->index_type_mu][index_z] = f_mu; + for (index_k=0; index_ksd_PCA_size; ++index_k){ + psd->br_table[psd->index_type_PCA+index_k][index_z] = f_E[index_k]; + } + + } + + /* Free space allocated in distortions_read_br_data */ + class_call(distortions_free_br_data(psd), + psd->error_message, + psd->error_message); + free(f_E); + + } + + return _SUCCESS_; +} + +/** + * Import heating rates from heating structure. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param ppt Input: pointer to the perturbations structure + * @param ppm Input: pointer to the primordial structure + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_compute_heating_rate(struct precision* ppr, + struct background* pba, + struct thermodynamics * pth, + struct perturbations * ppt, + struct primordial * ppm, + struct distortions * psd){ + + /** Define local variables */ + struct noninjection* pni = &(psd->ni); + struct injection* pin = &(pth->in); + + int index_z; + double tau; + int last_index_back; + double *pvecback; + double heat; + double H, a, rho_g; + + if (psd->include_only_exotic == _FALSE_) { + /** Update heating table with second order contributions */ + class_call(noninjection_init(ppr,pba,pth,ppt,ppm,pni), + pni->error_message, + psd->error_message); + } + + /** Allocate space for background vector */ + last_index_back = 0; + class_alloc(pvecback, + pba->bg_size*sizeof(double), + psd->error_message); + + /** Allocate space for total heating function */ + class_alloc(psd->dQrho_dz_tot, + psd->z_size*sizeof(double*), + psd->error_message); + + /* Loop over z and calculate the heating at each point */ + for (index_z=0; index_zz_size; ++index_z){ + + /** Import quantities from background structure */ + class_call(background_tau_of_z(pba, + psd->z[index_z], + &tau), + pba->error_message, + psd->error_message); + class_call(background_at_tau(pba, + tau, + long_info, + inter_closeby, + &last_index_back, + pvecback), + pba->error_message, + psd->error_message); + H = pvecback[pba->index_bg_H]*_c_/_Mpc_over_m_; // [1/s] + a = pvecback[pba->index_bg_a]; // [-] + rho_g = pvecback[pba->index_bg_rho_g]*_Jm3_over_Mpc2_; // [J/m^3] + + heat = 0; + + /** Import heat from non-injection structure */ + if (psd->include_only_exotic == _FALSE_) { + class_call(noninjection_photon_heating_at_z(pni, + psd->z[index_z], + &heat), // [J/(m^3 s)] + pni->error_message, + psd->error_message); + } + + /** Add heat from injection structure */ + if (pth->has_exotic_injection == _TRUE_) { + class_call(injection_deposition_at_z(pth, + psd->z[index_z]), + pin->error_message, + psd->error_message); + heat += pin->pvecdeposition[pin->index_dep_heat]; + } + + /** Calculate total heating rate */ + psd->dQrho_dz_tot[index_z] = heat*a/(H*rho_g); // [-] + } + + free(pvecback); + + if (psd->include_only_exotic == _FALSE_) { + /** Update heating table with second order contributions */ + class_call(noninjection_free(pni), + pni->error_message, + psd->error_message); + } + + return _SUCCESS_; +} + +/** + * Calculate spectral amplitudes and corresponding distortions. + * + * The calculation has been done according to Chluba & Jeong 2014 (arxiv:1306.5751). + * All quantities are stored in the tables sd_parameter_table and sd_table. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_compute_spectral_shapes(struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct distortions * psd){ + + /** Define local variables */ + double * S; + int last_index = 0; + int index_type, index_x, index_k; + double sum_S, sum_G; + double g; + double y_reio, DI_reio; + + /** Allocate space for spectral distortion amplitude in table sd_parameter_table */ + class_alloc(psd->sd_parameter_table, + psd->type_size*sizeof(double), + psd->error_message); + + /** Compute distortion amplitudes corresponding to each branching ratio (g, y and mu) */ + /* Define y, mu, g and mu_k from heating rates */ + for (index_type=0; index_typetype_size; ++index_type){ + class_call(array_trapezoidal_convolution(psd->dQrho_dz_tot, + psd->br_table[index_type], + psd->z_size, + psd->z_weights, + &(psd->sd_parameter_table[index_type]), + psd->error_message), + psd->error_message, + psd->error_message); + + if (index_type>=psd->index_type_PCA) { + /* The S_k are not properly normalized, we have to renormalize here */ + psd->sd_parameter_table[index_type] /= (log(1.+psd->z[1])-log(1.+psd->z[0])); + } + } + + psd->sd_parameter_table[psd->index_type_g] /= 4.; + psd->sd_parameter_table[psd->index_type_y] /= 4.; + psd->sd_parameter_table[psd->index_type_mu] *= 1.401; + + psd->sd_parameter_table[psd->index_type_y] += psd->sd_add_y; + psd->sd_parameter_table[psd->index_type_mu] += psd->sd_add_mu; + + /** Allocate space for distortions shapes in distortions_table */ + class_alloc(psd->sd_shape_table, + psd->type_size*sizeof(double*), + psd->error_message); + for (index_type=0; index_typetype_size; ++index_type){ + class_alloc(psd->sd_shape_table[index_type], + psd->x_size*sizeof(double), + psd->error_message); + } + + /** Calculate spectral shapes */ + if (psd->sd_branching_approx != bra_exact || psd->sd_PCA_size == 0) { + /* If no PCA analysis is required, the shapes have simple analistical form */ + for (index_x=0; index_xx_size; ++index_x){ + psd->sd_shape_table[psd->index_type_g][index_x] = pow(psd->x[index_x],4.)*exp(-psd->x[index_x])/ + pow(1.-exp(-psd->x[index_x]),2.); // [-] + psd->sd_shape_table[psd->index_type_y][index_x] = psd->sd_shape_table[psd->index_type_g][index_x]* + (psd->x[index_x]*(1.+exp(-psd->x[index_x]))/ + (1.-exp(-psd->x[index_x]))-4.); // [-] + psd->sd_shape_table[psd->index_type_mu][index_x] = psd->sd_shape_table[psd->index_type_g][index_x]* + (1./2.19229-1./psd->x[index_x]); // [-] + } + } + else { + /* If PCA analysis is required, the shapes has to be vectorized. This is done in the external + file spectral_shapes.dat using generate_PCA_files.py */ + + /* Read and spline data from file spectral_shapes.dat */ + class_call(distortions_read_sd_data(ppr,psd), + psd->error_message, + psd->error_message); + class_call(distortions_spline_sd_data(psd), + psd->error_message, + psd->error_message); + + /* Allocate local variable */ + class_alloc(S, + psd->sd_PCA_size*sizeof(double), + psd->error_message); + + /* Interpolate over z */ + for (index_x=0; index_xx_size; ++index_x){ + class_call(distortions_interpolate_sd_data(psd, + psd->x[index_x]*psd->x_to_nu, + &psd->sd_shape_table[psd->index_type_g][index_x], + &psd->sd_shape_table[psd->index_type_y][index_x], + &psd->sd_shape_table[psd->index_type_mu][index_x], + S, + &last_index), + psd->error_message, + psd->error_message); + + for (index_k=0; index_ksd_PCA_size; ++index_k){ + psd->sd_shape_table[psd->index_type_PCA+index_k][index_x] = S[index_k]; + } + } + + /* Free allocated space */ + class_call(distortions_free_sd_data(psd), + psd->error_message, + psd->error_message); + free(S); + } + + /** Compute distortion amplitude for residual parameter epsilon */ + /* For the details of the calculation see Chluba & Jeong 2014, left column of page 6 */ + psd->epsilon = 0.; + + if (psd->sd_branching_approx == bra_exact && psd->sd_PCA_size != 0) { + class_call(array_trapezoidal_integral(psd->sd_shape_table[psd->index_type_g], + psd->x_size, + psd->x_weights, + &(sum_G), + psd->error_message), + psd->error_message, + psd->error_message); + for (index_k=0; index_ksd_PCA_size; ++index_k){ + class_call(array_trapezoidal_integral(psd->sd_shape_table[psd->index_type_PCA+index_k], + psd->x_size, + psd->x_weights, + &(sum_S), + psd->error_message), + psd->error_message, + psd->error_message); + psd->epsilon += (4.*sum_S/sum_G)*psd->sd_parameter_table[psd->index_type_PCA+index_k]; + } + } + + /** Allocate space for final spectral distortion */ + class_alloc(psd->DI, + psd->x_size*sizeof(double), + psd->error_message); + + class_alloc(psd->sd_table, + psd->type_size*sizeof(double*), + psd->error_message); + for (index_type=0; index_typetype_size; ++index_type){ + class_alloc(psd->sd_table[index_type], + psd->x_size*sizeof(double), + psd->error_message); + } + + /** Calculate spectral distortions according to Chluba & Jeong 2014 (arxiv:1306.5751, Eq. (11)) */ + for (index_x=0;index_xx_size;++index_x){ + psd->DI[index_x] = 0.; + + for (index_type=0;index_typetype_size;++index_type){ + if (index_type==psd->index_type_g) { + if (psd->include_g_distortion == _TRUE_) { + g = psd->sd_parameter_table[psd->index_type_g]; + psd->sd_table[index_type][index_x] = (1.+g)*g*psd->sd_shape_table[psd->index_type_g][index_x]+ + g*g*0.5*psd->sd_shape_table[psd->index_type_y][index_x]; + } + else { + g = 0.; + psd->sd_table[index_type][index_x] = 0.; + } + } + else { + psd->sd_table[index_type][index_x] = psd->sd_parameter_table[index_type]*psd->sd_shape_table[index_type][index_x]; + } + + psd->DI[index_x] += psd->sd_table[index_type][index_x]; + } + } + + /** Include additional sources of distortions */ + /* Superposition of blackbodies */ + //psd->sd_parameter_table[psd->index_type_y] += 2.525e-7; // CMB Dipole (Chluba & Sunyaev 2004) + //psd->sd_parameter_table[psd->index_type_y] += 4.59e-13; // CMB Quadrupole (Chluba & Sunyaev 2004) + + /* Reionization */ + if (psd->has_SZ_effect == _TRUE_) { + for (index_x=0;index_xx_size;++index_x){ + class_call(distortions_add_effects_reio(pba,pth,psd, + 5.e0, + 2.e-4, + 1./300., + 1./300., + psd->x[index_x], + &y_reio, + &DI_reio), + psd->error_message, + psd->error_message); + psd->DI[index_x] += DI_reio; + } + + psd->sd_parameter_table[psd->index_type_y] += y_reio; + } + + /** Compute total heating */ + psd->Drho_over_rho = psd->sd_parameter_table[psd->index_type_y]*4.+ + psd->sd_parameter_table[psd->index_type_mu]/1.401+ + psd->epsilon; + + if (psd->include_g_distortion == _TRUE_) { + psd->Drho_over_rho += psd->sd_parameter_table[psd->index_type_g]*4.; + } + + /** Print found parameters */ + if (psd->distortions_verbose > 1) { + + if (psd->distortions_verbose > 3 && psd->include_g_distortion == _TRUE_) { + printf(" -> g-parameter %g (Note, that this does not include contributions from earlier than sd_z_max=%g)\n", psd->sd_parameter_table[psd->index_type_g], ppr->sd_z_max); + } + + if (psd->sd_parameter_table[psd->index_type_mu] > 9.e-5) { + printf(" -> mu-parameter = %g. WARNING: The value of your mu-parameter is larger than the FIRAS constraint mu<9e-5.\n", psd->sd_parameter_table[psd->index_type_mu]); + } + else { + printf(" -> mu-parameter = %g\n", psd->sd_parameter_table[psd->index_type_mu]); + } + + if (psd->sd_parameter_table[psd->index_type_y]>1.5e-5) { + printf(" -> y-parameter = %g. WARNING: The value of your y-parameter is larger than the FIRAS constraint y<1.5e-5.\n", psd->sd_parameter_table[psd->index_type_y]); + } + else { + printf(" -> y-parameter = %g\n", psd->sd_parameter_table[psd->index_type_y]); + } + + if (psd->sd_branching_approx == bra_exact && psd->sd_PCA_size != 0) { + if (psd->distortions_verbose > 2) { + for (index_k=0; index_ksd_PCA_size; ++index_k){ + printf(" -> PCA multipole mu_%d = %g\n", index_k+1, psd->sd_parameter_table[psd->index_type_PCA+index_k]); + } + } + printf(" -> epsilon-parameter = %g\n", psd->epsilon); + } + + printf(" -> total injected/extracted heat = %g\n", psd->Drho_over_rho); + } + + return _SUCCESS_; +} + +/** + * Compute relativistic contribution from reionization and structure formation according to + * 1) Nozawa et al. 2005 (up to order 3 in theta_e) or + * 2) Chluba et al. 2012 (up to order ? in ?). Note that, for the moment, this appoximation + * is only valid for cluster temperatures lower than few KeV. + * + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param psd Input: pointer to the distortions structure + * @param T_e Input: electron temperature in keV + * @param Dtau Input: optical depth + * @param beta Input: peculiar velocity of the cluster + * @param beta_z Input: peculiar velocity of the cluster with respect to the line-of-sight + * @param x Input: dimensionless frequency + * @param y_reio Output: y-parameter + * @param DI_reio Output: spectral distortion + * @return the error status + */ + +int distortions_add_effects_reio(struct background * pba, + struct thermodynamics * pth, + struct distortions * psd, + double T_e, + double Dtau, + double beta, + double beta_z, + double x, + double * y_reio, + double * DI_reio){ + + /** Define local variables */ + double theta_e, cos_theta, P_1, P_2, x_tilde, S_tilde; + double G_T, Y_SZ; + double M_low, M_k, D_low, D_k, Q_low, Q_k; + int index_k, index_n; + double Y_0, Y_1, Y_2; + double B_0, B_1, B_2, B_3; + double C_0, C_1, C_2, C_3; + double D_0, D_1, D_2, D_3; + double DI_tSZ_non_rel, DI_tSZ_rel, DI_tSZ, DI_kSZ; + + /* Compute related quantities */ + theta_e = T_e*1.e3/(_m_e_/_GeV_over_kg_*1.e9); + cos_theta = beta_z/beta; + P_1 = cos_theta; + P_2 = (3.*pow(cos_theta,2.)-1.)/2.; + x_tilde = x/tanh(x/2.); // coth=1/tanh + S_tilde = x/sinh(x/2.); + + G_T = pow(x,4.)*exp(-x)/pow(1.-exp(-x),2.); + Y_SZ = G_T*(x_tilde-4.); + + double Delta_x[8] = {-1., + x_tilde, + -(pow(x_tilde,2.) + +pow(S_tilde,2.)/2.), + x_tilde*(pow(x_tilde,2.) + +pow(S_tilde,2.)*2.), + -(pow(x_tilde,4.) + +pow(x_tilde,2.)*pow(S_tilde,2.)*11./2. + +pow(S_tilde,4.)), + x_tilde*(pow(x_tilde,4.) + +pow(x_tilde,2.)*pow(S_tilde,2.)*13. + +pow(S_tilde,4.)*17./2.), + -(pow(x_tilde,6.) + +pow(x_tilde,4.)*pow(S_tilde,2.)*57./2. + +pow(x_tilde,2.)*pow(S_tilde,4.)*45. + +pow(S_tilde,6.)*17./4.), + x_tilde*(pow(x_tilde,6.) + +pow(x_tilde,4.)*pow(S_tilde,2.)*60. + +pow(x_tilde,2.)*pow(S_tilde,4.)*192. + +pow(S_tilde,6.)*62.)}; + + /** Thermal SZ effect (TSZ) */ + /* Fill coefficient tables from appendix A1 of Chluba et al. 2012 */ + double a[6][3] = {{4., 10., 15./2.}, + {1., 47./2., 1023./8.}, + {0., 42./5., 868./5.}, + {0., 7./10., 329./5.}, + {0., 0., 44./5.}, + {0., 0., 11./30.}}; + + double Y_k[3] = {0., 0., 0.}; + + for (index_k=0; index_k<3; ++index_k){ + Y_k[index_k] = 0.; + for (index_n=0; index_n<2*index_k+2; ++index_n){ + Y_k[index_k]+=a[index_n][index_k]*Delta_x[index_n]; + } + } + + /** Non-relativistic TSZ */ + DI_tSZ_non_rel = Dtau*theta_e*G_T*Y_k[0]; + + /** Relativistic TSZ */ + DI_tSZ_rel = 0.; + for (index_k=1; index_k<3; ++index_k){ + DI_tSZ_rel += Dtau*pow(theta_e,index_k+1)*G_T*Y_k[index_k]; + } + + DI_tSZ = DI_tSZ_non_rel+DI_tSZ_rel; + + /** Kinematic SZ effect (kSZ) */ + /* Calculated according to Nozawa et al. 2005 */ + switch(psd->sd_reio_type){ + case sd_reio_Nozawa: + Y_0 = Y_k[0]; + Y_1 = Y_k[1]; + Y_2 = Y_k[2]; + + B_0 = 1.*Y_0/3.; + B_1 = 5.*Y_0/6. + +2.*Y_1/3.; + B_2 = 5.*Y_0/8. + +3.*Y_1/2. + +Y_2; + B_3 = -5.*Y_0/8. + +5.*Y_1/4. + +5.*Y_2/2.; + + C_0 = 1.; + C_1 = 10. + -47.*x_tilde/5. + +7.*pow(x_tilde,2.)/5. + +7.*pow(S_tilde,2.)/10.; + C_2 = 25. + -1117.*x_tilde/10. + +847.*pow(x_tilde,2.)/10. + -183.*pow(x_tilde,3.)/10. + +11.*pow(x_tilde,4.)/10. + +pow(S_tilde,2.)*(847./20. + -183.*x_tilde/5. + +121.*pow(x_tilde,2.)/20.) + +11.*pow(S_tilde,4.)/10.; + C_3 = 75./4. + -21873.*x_tilde/40. + +49161.*pow(x_tilde,2.)/40. + -27519.*pow(x_tilde,3.)/35. + +6684.*pow(x_tilde,4.)/35. + -3917.*pow(x_tilde,5.)/210. + +64.*pow(x_tilde,6.)/105. + +pow(S_tilde,2.)*(49161./80. + -55038.*x_tilde/35. + +36762.*pow(x_tilde,2.)/35. + -50921.*pow(x_tilde,3.)/210. + +608.*pow(x_tilde,4.)/35.) + +pow(S_tilde,4.)*(6684./35. + -66589.*x_tilde/420. + +192.*pow(x_tilde,2.)/7.) + +272.*pow(S_tilde,6.)/105.; + + D_0 = -2./3. + +11.*x_tilde/30.; + D_1 = -4. + +12.*x_tilde + -6.*pow(x_tilde,2.) + +19.*pow(x_tilde,3.)/30. + +pow(S_tilde,2.)*(-3. + +19.*x_tilde/15.); + D_2 = -10. + +542.*x_tilde/5. + -843.*pow(x_tilde,2.)/5. + +10603.*pow(x_tilde,3.)/140. + -409.*pow(x_tilde,4.)/35. + +23.*pow(x_tilde,5.)/42. + +pow(S_tilde,2.)*(-843./10. + +10603.*x_tilde/70. + -4499.*pow(x_tilde,2.)/70. + +299.*pow(x_tilde,3.)/42.) + +pow(S_tilde,4.)*(-409./35. + +391.*x_tilde/84.); + D_3 = -15./2. + +4929.*x_tilde/40. + -39777.*pow(x_tilde,2.)/20. + +1199897.*pow(x_tilde,3.)/560. + -4392.*pow(x_tilde,4.)/5. + +16364.*pow(x_tilde,5.)/105. + -3764.*pow(x_tilde,6.)/315. + +101.*pow(x_tilde,7.)/315. + +pow(S_tilde,2.)*(-39777./40. + +1199897.*x_tilde/280. + -24156.*pow(x_tilde,2.)/5. + +212732.*pow(x_tilde,3.)/105. + -35758.*pow(x_tilde,4.)/105. + +404.*pow(x_tilde,5.)/21.) + +pow(S_tilde,4.)*(-4392./5. + +139094.*x_tilde/105. + -3764.*pow(x_tilde,2.)/7. + +6464.*pow(x_tilde,3.)/105.) + +pow(S_tilde,6.)*(-15997./315. + +6262.*x_tilde/315.); + + M_low = G_T*(B_0+theta_e*B_1+pow(theta_e,2.)*B_2+pow(theta_e,3.)*B_3); + D_low = G_T*(C_0+theta_e*C_1+pow(theta_e,2.)*C_2+pow(theta_e,3.)*C_3); + Q_low = G_T*(D_0+theta_e*D_1+pow(theta_e,2.)*D_2+pow(theta_e,3.)*D_3); + break; + /* Calculated according to Chluba et al. 2012 */ + case sd_reio_Chluba: + /* Low temperature approximation */ + if (T_e < 10.) { + double d[7][3] = {{-2./5., -1./5., 407./140.}, + {-8./5., -24./5., -233./35.}, + {-2./5., -66./5., -10433./140.}, + { 0., -24./5., -3876./35.}, + { 0., -2./5., -1513./35.}, + { 0., 0., -204./35.}, + { 0., 0., -17./70.}}; + + double q[7][4] = {{-3./5., 183./70., -429./40.}, + { 2./5., -5./7., 207./20.}, + { 1./10., 115./28., 1647./80.}, + { 0., 12./7., 44.}, + { 0., 1./7., 19.}, + { 0., 0., 92./35.}, + { 0., 0., 23./210.}}; + + M_low = 1./3.*(Y_SZ+G_T); + for (index_k=0; index_k<3; ++index_k){ + M_k = 0.; + for (index_n=0; index_n<2*index_k+2; ++index_n){ + M_k += (a[index_n][index_k]-d[index_n][index_k]) + *(index_n*(index_n+2)*Delta_x[index_n]+ + (2*index_n+3)*Delta_x[index_n+1]+ + Delta_x[index_n+2] + ); + } + M_k *= 1./3.; + M_low += pow(theta_e,index_k+1)*M_k*G_T; + } + + D_low = G_T; + for (index_k=0; index_k<3; ++index_k){ + D_k = 0.; + for (index_n=0; index_n<2*index_k+2; ++index_n){ + D_k += (d[index_n][index_k]-a[index_n][index_k]) + *(index_n*Delta_x[index_n]+ + Delta_x[index_n+1] + ); + } + D_low += pow(theta_e,index_k+1)*D_k*G_T; + } + + Q_low = 11./30.*(x_tilde*G_T); + for (index_k=0; index_k<3; ++index_k){ + Q_k = 0.; + for (index_n=0; index_n<2*index_k+2; ++index_n){ + Q_k += (a[index_n][index_k]+q[index_n][index_k]-2.*d[index_n][index_k]) + *(index_n*(index_n-1)*Delta_x[index_n]+ + 2*index_n*Delta_x[index_n+1]+ + Delta_x[index_n+2] + ); + } + Q_k *= 1./3.; + Q_low += pow(theta_e,index_k+1)*Q_k*G_T; + } + } + /* High temperature approximation (not implemented yet) */ + else { + M_low = 0.; + D_low = 0.; + Q_low = 0.; + } + break; + default: + class_stop(psd->error_message,"Unrecognized sd_reio_type='%i'.",psd->sd_reio_type); + } + + DI_kSZ = Dtau*beta*(beta*M_low+P_1*D_low+beta*P_2*Q_low); + + /** Total distortion */ + *y_reio = theta_e*Dtau; + *DI_reio = DI_tSZ+DI_kSZ; + + return _SUCCESS_; +} + +/** + * Reads the external file branching_ratios calculated according to Chluba & Jeong 2014 + * + * @param ppr Input: pointer to precision structure + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_read_br_data(struct precision * ppr, + struct distortions * psd){ + + /** Define local variables */ + int index_k,index_z; + FILE * infile; + DetectorFileName br_file; + char line[_LINE_LENGTH_MAX_]; + char * left; + int headlines = 0; + + /** Open file */ + class_sprintf(br_file,"%s/%s_branching_ratios.dat", ppr->sd_external_path, psd->sd_detector_name); + class_open(infile, br_file, "r", psd->error_message); + + /** Read header */ + psd->br_exact_Nz = 0; + while (fgets(line,_LINE_LENGTH_MAX_-1,infile) != NULL) { + headlines++; + + /* Eliminate blank spaces at beginning of line */ + left=line; + while (left[0]==' ') { + left++; + } + + if (left[0] > 39) { + /** Read number of lines, infer size of arrays and allocate them */ + class_test(sscanf(line,"%d %d", &psd->br_exact_Nz, &psd->E_vec_size) != 2, + psd->error_message, + "could not header (number of lines, number of multipoles) at line %i in file '%s' \n",headlines,br_file); + + class_alloc(psd->br_exact_z, psd->br_exact_Nz*sizeof(double), psd->error_message); + class_alloc(psd->f_g_exact, psd->br_exact_Nz*sizeof(double), psd->error_message); + class_alloc(psd->f_y_exact, psd->br_exact_Nz*sizeof(double), psd->error_message); + class_alloc(psd->f_mu_exact, psd->br_exact_Nz*sizeof(double), psd->error_message); + + class_alloc(psd->E_vec, psd->br_exact_Nz*psd->E_vec_size*sizeof(double), psd->error_message); + break; + } + } + + /** Read parameters */ + for (index_z=0; index_zbr_exact_Nz; ++index_z){ + class_test(fscanf(infile, "%le", + &(psd->br_exact_z[index_z]))!=1, // [-] + psd->error_message, + "Could not read z at line %i in file '%s'",index_z+headlines,br_file); + class_test(fscanf(infile, "%le", + &(psd->f_g_exact[index_z]))!=1, // [-] + psd->error_message, + "Could not read f_g at line %i in file '%s'",index_z+headlines,br_file); + class_test(fscanf(infile, "%le", + &(psd->f_y_exact[index_z]))!=1, // [-] + psd->error_message, + "Could not read f_y at line %i in file '%s'",index_z+headlines,br_file); + class_test(fscanf(infile,"%le", + &(psd->f_mu_exact[index_z]))!=1, // [-] + psd->error_message, + "Could not read f_mu at line %i in file '%s'",index_z+headlines,br_file); + for (index_k=0; index_kE_vec_size; ++index_k){ + class_test(fscanf(infile,"%le", + &(psd->E_vec[index_k*psd->br_exact_Nz+index_z]))!=1, // [-] + psd->error_message, + "Could not read E vector at line %i in file '%s'",index_z+headlines,br_file); + } + } + + fclose(infile); + + return _SUCCESS_; +} + +/** + * Spline the quantitites read in distortions_read_br_data + * + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_spline_br_data(struct distortions* psd){ + + /** Allocate second derivatives */ + class_alloc(psd->ddf_g_exact, + psd->br_exact_Nz*sizeof(double), + psd->error_message); + class_alloc(psd->ddf_y_exact, + psd->br_exact_Nz*sizeof(double), + psd->error_message); + class_alloc(psd->ddf_mu_exact, + psd->br_exact_Nz*sizeof(double), + psd->error_message); + class_alloc(psd->ddE_vec, + psd->E_vec_size*psd->br_exact_Nz*sizeof(double), + psd->error_message); + + /** Spline branching ratios */ + class_call(array_spline_table_columns(psd->br_exact_z, + psd->br_exact_Nz, + psd->f_g_exact, + 1, + psd->ddf_g_exact, + _SPLINE_EST_DERIV_, + psd->error_message), + psd->error_message, + psd->error_message); + class_call(array_spline_table_columns(psd->br_exact_z, + psd->br_exact_Nz, + psd->f_y_exact, + 1, + psd->ddf_y_exact, + _SPLINE_EST_DERIV_, + psd->error_message), + psd->error_message, + psd->error_message); + class_call(array_spline_table_columns(psd->br_exact_z, + psd->br_exact_Nz, + psd->f_mu_exact, + 1, + psd->ddf_mu_exact, + _SPLINE_EST_DERIV_, + psd->error_message), + psd->error_message, + psd->error_message); + class_call(array_spline_table_columns(psd->br_exact_z, + psd->br_exact_Nz, + psd->E_vec, + psd->E_vec_size, + psd->ddE_vec, + _SPLINE_EST_DERIV_, + psd->error_message), + psd->error_message, + psd->error_message); + + return _SUCCESS_; +} + +/** + * Interpolate the quantitites splined in distortions_spline_br_data + * + * @param psd Input: pointer to the distortions structure + * @param z Input: redshift + * @param f_g Output: branching ratio for temperature shift + * @param f_y Output: branching ratio for y distortions + * @param f_mu Output: branching ratio for mu-distortions + * @param f_E Output: branching ratio for residuals (multipole expansion) + * @param last_index Output: multipole of PCA expansion for f_E + * @return the error status + */ + +int distortions_interpolate_br_data(struct distortions* psd, + double z, + double * f_g, + double * f_y, + double * f_mu, + double * f_E, + int * last_index){ + + /** Define local variables */ + int index = *last_index; + int index_k; + double h,a,b; + + /** Find z position */ + class_call(array_spline_hunt(psd->br_exact_z, + psd->br_exact_Nz, + z, + &index, + &h,&a,&b, + psd->error_message), + psd->error_message, + psd->error_message); + + /** Evaluate corresponding values for the branching ratios */ + *f_g = 4*array_spline_eval(psd->f_g_exact, + psd->ddf_g_exact, + index, + index+1, + h,a,b); + *f_y = 4*array_spline_eval(psd->f_y_exact, + psd->ddf_y_exact, + index, + index+1, + h,a,b); + *f_mu = 1./1.401*array_spline_eval(psd->f_mu_exact, + psd->ddf_mu_exact, + index, + index+1, + h,a,b); + + for (index_k=0; index_ksd_PCA_size; ++index_k){ + f_E[index_k] = array_spline_eval(psd->E_vec+index_k*psd->br_exact_Nz, + psd->ddE_vec+index_k*psd->br_exact_Nz, + index, + index+1, + h,a,b); + } + + *last_index = index; + + return _SUCCESS_; +} + +/** + * Free from distortions_read_br_data and distortions_spline_br_data + * + * @param psd Input: pointer to distortions structure (to be freed) + * @return the error status + */ + +int distortions_free_br_data(struct distortions * psd){ + + free(psd->br_exact_z); + free(psd->f_g_exact); + free(psd->ddf_g_exact); + free(psd->f_y_exact); + free(psd->ddf_y_exact); + free(psd->f_mu_exact); + free(psd->ddf_mu_exact); + free(psd->E_vec); + free(psd->ddE_vec); + + return _SUCCESS_; +} + +/** + * Reads the external file distortions_shapes calculated according to Chluba & Jeong 2014 + * + * @param ppr Input: pointer to precision structure + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_read_sd_data(struct precision * ppr, + struct distortions * psd){ + + /** Define local variables */ + FILE * infile; + DetectorFileName sd_file; + char line[_LINE_LENGTH_MAX_]; + char * left; + int headlines = 0; + int index_x,index_k; + + /** Open file */ + class_sprintf(sd_file,"%s/%s_distortions_shapes.dat",ppr->sd_external_path, psd->sd_detector_name); + class_open(infile, sd_file, "r", psd->error_message); + + /** Read header */ + psd->PCA_Nnu = 0; + while (fgets(line,_LINE_LENGTH_MAX_-1,infile) != NULL) { + headlines++; + + /* Eliminate blank spaces at beginning of line */ + left=line; + while (left[0]==' ') { + left++; + } + + if (left[0] > 39) { + /** Read number of lines, infer size of arrays and allocate them */ + class_test(sscanf(line, "%d %d", &psd->PCA_Nnu, &psd->S_vec_size) != 2, + psd->error_message, + "could not header (number of lines, number of multipoles) at line %i in file '%s' \n",headlines,sd_file); + + class_alloc(psd->PCA_nu, psd->PCA_Nnu*sizeof(double), psd->error_message); + class_alloc(psd->PCA_G_T, psd->PCA_Nnu*sizeof(double), psd->error_message); + class_alloc(psd->PCA_Y_SZ, psd->PCA_Nnu*sizeof(double), psd->error_message); + class_alloc(psd->PCA_M_mu, psd->PCA_Nnu*sizeof(double), psd->error_message); + + class_alloc(psd->S_vec, psd->PCA_Nnu*psd->S_vec_size*sizeof(double), psd->error_message); + break; + } + } + + /** Read parameters */ + for (index_x=0; index_xPCA_Nnu; ++index_x){ + class_test(fscanf(infile,"%le", + &(psd->PCA_nu[index_x]))!=1, // [GHz] + psd->error_message, + "Could not read z at line %i in file '%s'",index_x+headlines,sd_file); + class_test(fscanf(infile,"%le", + &(psd->PCA_G_T[index_x]))!=1, // [10^-18 W/(m^2 Hz sr)] + psd->error_message, + "Could not read f_g at line %i in file '%s'",index_x+headlines,sd_file); + psd->PCA_G_T[index_x] /= (psd->DI_units*1.e18); // [-] + class_test(fscanf(infile,"%le", + &(psd->PCA_Y_SZ[index_x]))!=1, // [10^-18 W/(m^2 Hz sr)] + psd->error_message, + "Could not read f_y at line %i in file '%s'",index_x+headlines,sd_file); + psd->PCA_Y_SZ[index_x] /= (psd->DI_units*1.e18); // [-] + class_test(fscanf(infile,"%le", + &(psd->PCA_M_mu[index_x]))!=1, // [10^-18 W/(m^2 Hz sr)] + psd->error_message, + "Could not read f_mu at line %i in file '%s'",index_x+headlines,sd_file); + psd->PCA_M_mu[index_x] /= (psd->DI_units*1.e18); // [-] + for (index_k=0; index_kS_vec_size; ++index_k){ + class_test(fscanf(infile,"%le", + &(psd->S_vec[index_k*psd->PCA_Nnu+index_x]))!=1, // [10^-18 W/(m^2 Hz sr)] + psd->error_message, + "Could not read E vector at line %i in file '%s'",index_x+headlines,sd_file); + psd->S_vec[index_k*psd->PCA_Nnu+index_x] /= (psd->DI_units*1.e18); // [-] + } + + } + + fclose(infile); + + return _SUCCESS_; +} + +/** + * Spline the quantitites read in distortions_read_sd_data + * + * @param psd Input: pointer to the distortions structure + * @return the error status + */ + +int distortions_spline_sd_data(struct distortions* psd){ + + /** Allocate second derivatievs */ + class_alloc(psd->ddPCA_G_T, + psd->PCA_Nnu*sizeof(double), + psd->error_message); + class_alloc(psd->ddPCA_Y_SZ, + psd->PCA_Nnu*sizeof(double), + psd->error_message); + class_alloc(psd->ddPCA_M_mu, + psd->PCA_Nnu*sizeof(double), + psd->error_message); + class_alloc(psd->ddS_vec, + psd->S_vec_size*psd->PCA_Nnu*sizeof(double), + psd->error_message); + + /** Spline branching ratios */ + class_call(array_spline_table_columns(psd->PCA_nu, + psd->PCA_Nnu, + psd->PCA_G_T, + 1, + psd->ddPCA_G_T, + _SPLINE_EST_DERIV_, + psd->error_message), + psd->error_message, + psd->error_message); + class_call(array_spline_table_columns(psd->PCA_nu, + psd->PCA_Nnu, + psd->PCA_Y_SZ, + 1, + psd->ddPCA_Y_SZ, + _SPLINE_EST_DERIV_, + psd->error_message), + psd->error_message, + psd->error_message); + class_call(array_spline_table_columns(psd->PCA_nu, + psd->PCA_Nnu, + psd->PCA_M_mu, + 1, + psd->ddPCA_M_mu, + _SPLINE_EST_DERIV_, + psd->error_message), + psd->error_message, + psd->error_message); + class_call(array_spline_table_columns(psd->PCA_nu, + psd->PCA_Nnu, + psd->S_vec, + psd->S_vec_size, + psd->ddS_vec, + _SPLINE_EST_DERIV_, + psd->error_message), + psd->error_message, + psd->error_message); + + return _SUCCESS_; +} + +/** + * Interpolate the quantitites splined in distortions_spline_sd_data + * + * @param psd Input: pointer to the distortions structure + * @param nu Input: dimnetionless frequency + * @param G_T Output: shape of temperature shift + * @param Y_SZ Output: shape of y distortions + * @param M_mu Output: shape of mu-distortions + * @param S Output: shape of residuals (multipole expansion) + * @param index Output: multipole of PCA expansion for S + * @return the error status + */ + +int distortions_interpolate_sd_data(struct distortions* psd, + double nu, + double * G_T, + double * Y_SZ, + double * M_mu, + double * S, + int * index){ + + /** Define local variables */ + int last_index = *index; + int index_k; + double h,a,b; + double nu_round; + + /** Find z position */ + nu_round = round(nu*pow(10.,3))/pow(10.,3); // The rounding is necessary for the interpolation with the external file + class_call(array_spline_hunt(psd->PCA_nu, + psd->PCA_Nnu, + nu_round, + &last_index, + &h,&a,&b, + psd->error_message), + psd->error_message, + psd->error_message); + + /** Evaluate corresponding values for the branching ratios */ + *G_T = array_spline_eval(psd->PCA_G_T, + psd->ddPCA_G_T, + last_index, + last_index+1, + h,a,b); + *Y_SZ = array_spline_eval(psd->PCA_Y_SZ, + psd->ddPCA_Y_SZ, + last_index, + last_index+1, + h,a,b); + *M_mu = array_spline_eval(psd->PCA_M_mu, + psd->ddPCA_M_mu, + last_index, + last_index+1, + h,a,b); + + for (index_k=0; index_ksd_PCA_size; ++index_k){ + S[index_k] = array_spline_eval(psd->S_vec+index_k*psd->PCA_Nnu, + psd->ddS_vec+index_k*psd->PCA_Nnu, + last_index, + last_index+1, + h,a,b); + } + + *index = last_index; + + return _SUCCESS_; +} + +/** + * Free from distortions_read_sd_data and distortions_spline_sd_data + * + * @param psd Input: pointer to distortions structure (in which some fields should be freed) + * @return the error status + */ + +int distortions_free_sd_data(struct distortions * psd){ + + free(psd->PCA_nu); + free(psd->PCA_G_T); + free(psd->ddPCA_G_T); + free(psd->PCA_Y_SZ); + free(psd->ddPCA_Y_SZ); + free(psd->PCA_M_mu); + free(psd->ddPCA_M_mu); + free(psd->S_vec); + free(psd->ddS_vec); + + return _SUCCESS_; +} + +/** + * Define title of columns in the heat output + * + * @param psd Input: pointer to distortions structure + * @param titles Output: title of each column in the output + */ + +int distortions_output_heat_titles(struct distortions * psd, + char titles[_MAXTITLESTRINGLENGTH_]){ + + class_store_columntitle(titles,"Redshift z",_TRUE_); + class_store_columntitle(titles,"Heat [-]",_TRUE_); + class_store_columntitle(titles,"LHeat [-]",_TRUE_); + + return _SUCCESS_; +} + +/** + * Store data in the heat output + * + * @param psd Input/Output: pointer to distortions structure + * @param number_of_titles Input: numbert of column in the output + * @param data Input: data to be stored + */ + +int distortions_output_heat_data(struct distortions * psd, + int number_of_titles, + double * data){ + int storeidx; + double * dataptr; + int index_z; + + for (index_z=0; index_zz_size; index_z++) { + dataptr = data + index_z*number_of_titles; + storeidx = 0; + class_store_double(dataptr, psd->z[index_z], _TRUE_, storeidx); + class_store_double(dataptr, psd->dQrho_dz_tot[index_z], _TRUE_, storeidx); + class_store_double(dataptr, psd->dQrho_dz_tot[index_z]*(1.+psd->z[index_z]), _TRUE_, storeidx); + } + + return _SUCCESS_; +} + +/** + * Define title of columns in the spectral distortion output + * + * @param psd Input: pointer to distortions structure + * @param titles Output: title of each column in the output + */ + +int distortions_output_sd_titles(struct distortions * psd, + char titles[_MAXTITLESTRINGLENGTH_]){ + + char temp_title[256]; + int index_type; + class_store_columntitle(titles,"Dimensionless frequency x",_TRUE_); + class_store_columntitle(titles,"Frequency nu [GHz]",_TRUE_); + class_store_columntitle(titles,"SD_tot",_TRUE_); + for (index_type=0;index_typetype_size;++index_type){ + if (index_type==psd->index_type_g) { + class_sprintf(temp_title,"SD[g]"); + } + if (index_type==psd->index_type_y) { + class_sprintf(temp_title,"SD[y]"); + } + if (index_type==psd->index_type_mu) { + class_sprintf(temp_title,"SD[mu]"); + } + if (index_type>=psd->index_type_PCA) { + class_sprintf(temp_title,"SD[e_%i]",(index_type-psd->index_type_PCA)); + } + class_store_columntitle(titles,temp_title,_TRUE_); + } + + return _SUCCESS_; +} + +/** + * Store data in the distortion output + * + * @param psd Input/Output: pointer to distortions structure + * @param number_of_titles Input: numbert of column in the output + * @param data Input: data to be stored + */ + +int distortions_output_sd_data(struct distortions * psd, + int number_of_titles, + double * data){ + int index_type; + int storeidx; + double * dataptr; + int index_x; + + for (index_x=0; index_xx_size; index_x++) { + dataptr = data + index_x*number_of_titles; + storeidx = 0; + + class_store_double(dataptr, psd->x[index_x], _TRUE_,storeidx); + class_store_double(dataptr, psd->x[index_x]*psd->x_to_nu, _TRUE_,storeidx); + class_store_double(dataptr, psd->DI[index_x]*1.e26*psd->DI_units, _TRUE_,storeidx); + for (index_type=0;index_typetype_size;++index_type){ + class_store_double(dataptr, psd->sd_table[index_type][index_x]*1.e26*psd->DI_units, _TRUE_,storeidx); + } + } + + return _SUCCESS_; +} diff --git a/source/fourier.c b/source/fourier.c new file mode 100644 index 00000000..511a16ff --- /dev/null +++ b/source/fourier.c @@ -0,0 +1,4495 @@ +/** @file fourier.c Documented fourier module + * + * Julien Lesgourgues, 6.03.2014 + * + * New module replacing an older one present up to version 2.0 The new + * module is located in a better place in the main, allowing it to + * compute non-linear correction to \f$ C_l\f$'s and not just \f$ P(k)\f$. It will + * also be easier to generalize to new methods. The old implementation + * of one-loop calculations and TRG calculations has been dropped from + * this version, they can still be found in older versions. + * + */ + +#include "fourier.h" +#include "hi_class.h" + +/** + * Return the P(k,z) for a given redshift z and pk type (_m, _cb) + * (linear if pk_output = pk_linear, nonlinear if pk_output = pk_nonlinear) + * + * In the linear case, if there are several initial conditions *and* the + * input pointer out_pk_ic is not set to NULL, the function also + * returns the decomposition into different IC contributions. + * + * Hints on input index_pk: + * + * a. if you want the total matter spectrum P_m(k,z), pass in input + * pfo->index_pk_total + * (this index is always defined) + * + * b. if you want the power spectrum relevant for galaxy or halos, + * given by P_cb if there is non-cold-dark-matter (e.g. massive neutrinos) + * and to P_m otherwise, pass in input + * pfo->index_pk_cluster + * (this index is always defined) + * + * c. there is another possible syntax (use it only if you know what you are doing): + * if pfo->has_pk_m == _TRUE_ you may pass pfo->index_pk_m to get P_m + * if pfo->has_pk_cb == _TRUE_ you may pass pfo->index_pk_cb to get P_cb + * + * Output format: + * + * 1. if mode = logarithmic (most straightforward for the code): + * out_pk = ln(P(k)) + * out_pk_ic[diagonal] = ln(P_ic(k)) + * out_pk_ic[non-diagonal] = cos(correlation angle icxic) + * + * 2. if mode = linear (a conversion is done internally in this function) + * out_pk = P(k) + * out_pk_ic[diagonal] = P_ic(k) + * out_pk_ic[non-diagonal] = P_icxic(k) + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param mode Input: linear or logarithmic + * @param pk_output Input: linear or nonlinear + * @param z Input: redshift + * @param index_pk Input: index of pk type (_m, _cb) + * @param out_pk Output: P(k) returned as out_pk_l[index_k] + * @param out_pk_ic Output: P_ic(k) returned as out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] + * @return the error status + */ + +int fourier_pk_at_z( + struct background * pba, + struct fourier *pfo, + enum linear_or_logarithmic mode, + enum pk_outputs pk_output, + double z, + int index_pk, + double * out_pk, // array out_pk[index_k] + double * out_pk_ic // array out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] + ) { + double tau; + double ln_tau; + int index_k; + int index_ic1; + int index_ic2; + int index_ic1_ic1; + int index_ic2_ic2; + int index_ic1_ic2; + int last_index; + short do_ic = _FALSE_; + + /** - check whether we need the decomposition into contributions from each initial condition */ + + if ((pk_output == pk_linear) && (pfo->ic_size > 1) && (out_pk_ic != NULL)) + do_ic = _TRUE_; + + class_test(pk_output == pk_nonlinear && pfo->method == nl_none, pfo->error_message, "Cannot get nonlinear power spectrum when no nonlinear method is employed"); + + /** - case z=0 requiring no interpolation in z */ + if (z == 0) { + + for (index_k=0; index_kk_size; index_k++) { + + if (pk_output == pk_linear) { + out_pk[index_k] = pfo->ln_pk_l[index_pk][(pfo->ln_tau_size-1)*pfo->k_size+index_k]; + + if (do_ic == _TRUE_) { + for (index_ic1_ic2 = 0; index_ic1_ic2 < pfo->ic_ic_size; index_ic1_ic2++) { + out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] = + pfo->ln_pk_ic_l[index_pk][((pfo->ln_tau_size-1)*pfo->k_size+index_k)*pfo->ic_ic_size+index_ic1_ic2]; + } + } + } + else { + out_pk[index_k] = pfo->ln_pk_nl[index_pk][(pfo->ln_tau_size-1)*pfo->k_size+index_k]; + } + } + } + + /** - interpolation in z */ + else { + + class_test(pfo->ln_tau_size == 1, + pfo->error_message, + "You are asking for the matter power spectrum at z=%e but the code was asked to store it only at z=0. You probably forgot to pass the input parameter z_max_pk (see explanatory.ini)",z); + + /** --> get value of contormal time tau */ + class_call(background_tau_of_z(pba, + z, + &tau), + pba->error_message, + pfo->error_message); + + ln_tau = log(tau); + last_index = pfo->ln_tau_size-1; + + /** -> check that tau is in pre-computed table */ + + if (ln_tau <= pfo->ln_tau[0]) { + + /** --> if ln(tau) much too small, raise an error */ + class_test(ln_tauln_tau[0]-100.*_EPSILON_, + pfo->error_message, + "requested z was not inside of tau tabulation range (Requested ln(tau_=%.10e, Min %.10e). Solution might be to increase input parameter z_max_pk (see explanatory.ini)",ln_tau,pfo->ln_tau[0]); + + /** --> if ln(tau) too small but within tolerance, round it and get right values without interpolating */ + ln_tau = pfo->ln_tau[0]; + + for (index_k = 0 ; index_k < pfo->k_size; index_k++) { + if (pk_output == pk_linear) { + out_pk[index_k] = pfo->ln_pk_l[index_pk][index_k]; + if (do_ic == _TRUE_) { + for (index_ic1_ic2 = 0; index_ic1_ic2 < pfo->ic_ic_size; index_ic1_ic2++) { + out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] = pfo->ln_pk_ic_l[index_pk][index_k * pfo->ic_ic_size + index_ic1_ic2]; + } + } + } + else { + out_pk[index_k] = pfo->ln_pk_nl[index_pk][index_k]; + } + } + } + + else if (ln_tau >= pfo->ln_tau[pfo->ln_tau_size-1]) { + + /** --> if ln(tau) much too large, raise an error */ + class_test(ln_tau>pfo->ln_tau[pfo->ln_tau_size-1]+_EPSILON_, + pfo->error_message, + "requested z was not inside of tau tabulation range (Requested ln(tau_=%.10e, Max %.10e) ",ln_tau,pfo->ln_tau[pfo->ln_tau_size-1]); + + /** --> if ln(tau) too large but within tolerance, round it and get right values without interpolating */ + ln_tau = pfo->ln_tau[pfo->ln_tau_size-1]; + + for (index_k = 0 ; index_k < pfo->k_size; index_k++) { + if (pk_output == pk_linear) { + out_pk[index_k] = pfo->ln_pk_l[index_pk][(pfo->ln_tau_size-1) * pfo->k_size + index_k]; + if (do_ic == _TRUE_) { + for (index_ic1_ic2 = 0; index_ic1_ic2 < pfo->ic_ic_size; index_ic1_ic2++) { + out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] = pfo->ln_pk_ic_l[index_pk][((pfo->ln_tau_size-1) * pfo->k_size + index_k) * pfo->ic_ic_size + index_ic1_ic2]; + } + } + } + else { + out_pk[index_k] = pfo->ln_pk_nl[index_pk][(pfo->ln_tau_size-1) * pfo->k_size + index_k]; + } + } + } + + /** -> tau is in pre-computed table: interpolate */ + else { + + if (pk_output == pk_linear) { + + /** --> interpolate P_l(k) at tau from pre-computed array */ + class_call(array_interpolate_spline(pfo->ln_tau, + pfo->ln_tau_size, + pfo->ln_pk_l[index_pk], + pfo->ddln_pk_l[index_pk], + pfo->k_size, + ln_tau, + &last_index, + out_pk, + pfo->k_size, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + /** --> interpolate P_ic_l(k) at tau from pre-computed array */ + if (do_ic == _TRUE_) { + class_call(array_interpolate_spline(pfo->ln_tau, + pfo->ln_tau_size, + pfo->ln_pk_ic_l[index_pk], + pfo->ddln_pk_ic_l[index_pk], + pfo->k_size*pfo->ic_ic_size, + ln_tau, + &last_index, + out_pk_ic, + pfo->k_size*pfo->ic_ic_size, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + } + else { + + /** --> interpolate P_nl(k) at tau from pre-computed array */ + class_call(array_interpolate_spline(pfo->ln_tau, + pfo->ln_tau_size, + pfo->ln_pk_nl[index_pk], + pfo->ddln_pk_nl[index_pk], + pfo->k_size, + ln_tau, + &last_index, + out_pk, + pfo->k_size, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + } + } + + /** - so far, all output stored in logarithmic format. Eventually, convert to linear one. */ + + if (mode == linear) { + + /** --> loop over k */ + for (index_k=0; index_kk_size; index_k++) { + + /** --> convert total spectrum */ + out_pk[index_k] = exp(out_pk[index_k]); + + if (do_ic == _TRUE_) { + /** --> convert contribution of each ic (diagonal elements) */ + for (index_ic1=0; index_ic1 < pfo->ic_size; index_ic1++) { + index_ic1_ic1 = index_symmetric_matrix(index_ic1,index_ic1,pfo->ic_size); + + out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic1] = exp(out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic1]); + } + + /** --> convert contribution of each ic (non-diagonal elements) */ + for (index_ic1=0; index_ic1 < pfo->ic_size; index_ic1++) { + for (index_ic2=index_ic1+1; index_ic2 < pfo->ic_size; index_ic2++) { + index_ic1_ic1 = index_symmetric_matrix(index_ic1,index_ic1,pfo->ic_size); + index_ic2_ic2 = index_symmetric_matrix(index_ic2,index_ic2,pfo->ic_size); + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,pfo->ic_size); + + /* P_ic1xic2 = cos(angle) * sqrt(P_ic1 * P_ic2) */ + out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] + = out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] + *sqrt(out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic1] + *out_pk_ic[index_k * pfo->ic_ic_size + index_ic2_ic2]); + } + } + } + } + } + + return _SUCCESS_; +} + +/* + * Same as fourier_pk_at_z() (see the comments there about + * the input/output format), excepted that we don't pass in input one + * type of P(k) through index_pk. Instead, we get all existing types + * in output. This function is maintained to enhance compatibility + * with old versions, but the use of fourier_pk_at_z() should + * be preferred. + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param mode Input: linear or logarithmic + * @param z Input: redshift + * @param out_pk_l Output: P_m(k) returned as out_pk_l[index_k] + * @param out_pk_ic_l Output: P_m_ic(k) returned as out_pk_ic_l[index_k * pfo->ic_ic_size + index_ic1_ic2] + * @param out_pk_cb_l Output: P_cb(k) returned as out_pk_cb_l[index_k] + * @param out_pk_cb_ic_l Output: P_cb_ic(k) returned as out_pk_cb_ic_l[index_k * pfo->ic_ic_size + index_ic1_ic2] + * @return the error status + */ + +int fourier_pks_at_z( + struct background * pba, + struct fourier * pfo, + enum linear_or_logarithmic mode, + enum pk_outputs pk_output, + double z, + double * out_pk, // array out_pk[index_k] + double * out_pk_ic, // array out_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] + double * out_pk_cb, // array out_pk_cb[index_k] + double * out_pk_cb_ic // array out_pk_cb_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] + ) { + + if (pfo->has_pk_cb == _TRUE_) { + + class_call(fourier_pk_at_z(pba, + pfo, + mode, + pk_output, + z, + pfo->index_pk_cb, + out_pk_cb, + out_pk_cb_ic + ), + pfo->error_message, + pfo->error_message); + } + + if (pfo->has_pk_m == _TRUE_) { + + class_call(fourier_pk_at_z(pba, + pfo, + mode, + pk_output, + z, + pfo->index_pk_m, + out_pk, + out_pk_ic + ), + pfo->error_message, + pfo->error_message); + } + + return _SUCCESS_; +} + +/** + * Return the P(k,z) for a given (k,z) and pk type (_m, _cb) + * (linear if pk_output = pk_linear, nonlinear if pk_output = pk_nonlinear) + * + * In the linear case, if there are several initial conditions *and* the + * input pointer out_pk_ic is not set to NULL, the function also + * returns the decomposition into different IC contributions. + * + * Hints on input index_pk: + * + * a. if you want the total matter spectrum P_m(k,z), pass in input + * pfo->index_pk_total + * (this index is always defined) + * + * b. if you want the power spectrum relevant for galaxy or halos, + * given by P_cb if there is non-cold-dark-matter (e.g. massive neutrinos) + * and to P_m otherwise, pass in input + * pfo->index_pk_cluster + * (this index is always defined) + * + * c. there is another possible syntax (use it only if you know what you are doing): + * if pfo->has_pk_m == _TRUE_ you may pass pfo->index_pk_m to get P_m + * if pfo->has_pk_cb == _TRUE_ you may pass pfo->index_pk_cb to get P_cb + * + * Output format: + * + * out_pk = P(k) + * out_pk_ic[diagonal] = P_ic(k) + * out_pk_ic[non-diagonal] = P_icxic(k) + * + * @param pba Input: pointer to background structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input: pointer to fourier structure + * @param pk_output Input: linear or nonlinear + * @param k Input: wavenumber in 1/Mpc + * @param z Input: redshift + * @param index_pk Input: index of pk type (_m, _cb) + * @param out_pk Output: pointer to P + * @param out_pk_ic Ouput: P_ic returned as out_pk_ic_l[index_ic1_ic2] + * @return the error status + */ + +int fourier_pk_at_k_and_z( + struct background * pba, + struct primordial * ppm, + struct fourier *pfo, + enum pk_outputs pk_output, + double k, + double z, + int index_pk, + double * out_pk, // number *out_pk_l + double * out_pk_ic // array out_pk_ic_l[index_ic_ic] + ) { + + double * out_pk_at_z; + double * out_pk_ic_at_z = NULL; + double * ddout_pk_at_z; + double * ddout_pk_ic_at_z; + int last_index; + int index_ic1; + int index_ic2; + int index_ic1_ic1; + int index_ic2_ic2; + int index_ic1_ic2; + double kmin; + double * pk_primordial_k; + double * pk_primordial_kmin; + short do_ic = _FALSE_; + + /** - preliminary: check whether we need the decomposition into contributions from each initial condition */ + + if ((pk_output == pk_linear) && (pfo->ic_size > 1) && (out_pk_ic != NULL)) + do_ic = _TRUE_; + + /** - first step: check that k is in valid range [0:kmax] + (the test for z will be done when calling fourier_pk_linear_at_z()) */ + + class_test((k < 0.) || (k > exp(pfo->ln_k[pfo->k_size-1])), + pfo->error_message, + "k=%e out of bounds [%e:%e]",k,0.,exp(pfo->ln_k[pfo->k_size-1])); + + /** - deal with case k = 0 for which P(k) is set to zero + (this non-physical result can be useful for interpolations) */ + + if (k == 0.) { + *out_pk = 0.; + + if (do_ic == _TRUE_) { + for (index_ic1_ic2=0; index_ic1_ic2ic_ic_size; index_ic1_ic2++) { + out_pk_ic[index_ic1_ic2] = 0.; + } + } + } + + /** - deal with 0 < k <= kmax */ + + else { + + class_alloc(out_pk_at_z, + pfo->k_size*sizeof(double), + pfo->error_message); + + if (do_ic == _TRUE_) { + class_alloc(out_pk_ic_at_z, + pfo->k_size*pfo->ic_ic_size*sizeof(double), + pfo->error_message); + } + + /** - deal with standard case kmin <= k <= kmax */ + + if (k > exp(pfo->ln_k[0])) { + + /** --> First, get P(k) at the right z (in logarithmic format for more accurate interpolation, and then convert to linear format) */ + + class_call(fourier_pk_at_z(pba, + pfo, + logarithmic, + pk_output, + z, + index_pk, + out_pk_at_z, + out_pk_ic_at_z + ), + pfo->error_message, + pfo->error_message); + + /** --> interpolate total spectrum */ + + class_alloc(ddout_pk_at_z, + pfo->k_size*sizeof(double), + pfo->error_message); + + class_call(array_spline_table_lines(pfo->ln_k, + pfo->k_size, + out_pk_at_z, + 1, + ddout_pk_at_z, + _SPLINE_NATURAL_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + class_call(array_interpolate_spline(pfo->ln_k, + pfo->k_size, + out_pk_at_z, + ddout_pk_at_z, + 1, + log(k), + &last_index, + out_pk, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + free(ddout_pk_at_z); + + // uncomment this part if you prefer a linear interpolation + + /* + class_call(array_interpolate_linear(pfo->ln_k, + pfo->k_size, + out_pk_at_z, + 1, + log(k), + &last_index, + out_pk, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + */ + + /** --> convert from logarithmic to linear format */ + + *out_pk = exp(*out_pk); + + /** --> interpolate each ic component */ + + if (do_ic == _TRUE_) { + + class_alloc(ddout_pk_ic_at_z, + pfo->k_size*pfo->ic_ic_size*sizeof(double), + pfo->error_message); + + class_call(array_spline_table_lines(pfo->ln_k, + pfo->k_size, + out_pk_ic_at_z, + pfo->ic_ic_size, + ddout_pk_ic_at_z, + _SPLINE_NATURAL_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + class_call(array_interpolate_spline(pfo->ln_k, + pfo->k_size, + out_pk_ic_at_z, + ddout_pk_ic_at_z, + pfo->ic_ic_size, + log(k), + &last_index, + out_pk_ic, + pfo->ic_ic_size, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + free(ddout_pk_ic_at_z); + + /** --> convert each ic component from logarithmic to linear format */ + + for (index_ic1=0; index_ic1 < pfo->ic_size; index_ic1++) { + index_ic1_ic1 = index_symmetric_matrix(index_ic1,index_ic1,pfo->ic_size); + out_pk_ic[index_ic1_ic1] = exp(out_pk_ic[index_ic1_ic1]); + } + for (index_ic1=0; index_ic1 < pfo->ic_size; index_ic1++) { + for (index_ic2=index_ic1+1; index_ic2 < pfo->ic_size; index_ic2++) { + index_ic1_ic1 = index_symmetric_matrix(index_ic1,index_ic1,pfo->ic_size); + index_ic2_ic2 = index_symmetric_matrix(index_ic2,index_ic2,pfo->ic_size); + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,pfo->ic_size); + out_pk_ic[index_ic1_ic2] + = out_pk_ic[index_ic1_ic2]*sqrt(out_pk_ic[index_ic1_ic1]*out_pk_ic[index_ic2_ic2]); + } + } + } + } + + /** --> deal with case 0 < k < kmin that requires extrapolation + * P(k) = [some number] * k * P_primordial(k) + * so + * P(k) = P(kmin) * (k P_primordial(k)) / (kmin P_primordial(kmin)) + * (note that the result is accurate only if kmin is such that [a0 kmin] << H0) + * + * This is accurate for the synchronous gauge; TODO: write + * newtonian gauge case. Also, In presence of isocurvature + * modes, we assumes for simplicity that the mode with + * index_ic1_ic2=0 dominates at small k: exact treatment should be + * written if needed. + */ + + else { + + /** --> First, get P(k) at the right z (in linear format) */ + + class_call(fourier_pk_at_z(pba, + pfo, + linear, + pk_output, + z, + index_pk, + out_pk_at_z, + out_pk_ic_at_z + ), + pfo->error_message, + pfo->error_message); + + /* get P(kmin) */ + *out_pk = out_pk_at_z[0]; + + if (do_ic == _TRUE_) { + for (index_ic1_ic2=0; index_ic1_ic2ic_ic_size; index_ic1_ic2++) { + out_pk_ic[index_ic1_ic2] = out_pk_ic_at_z[index_ic1_ic2]; + } + } + + /* compute P_primordial(k) */ + + class_alloc(pk_primordial_k, + sizeof(double)*pfo->ic_ic_size, + pfo->error_message); + + class_call(primordial_spectrum_at_k(ppm, + pfo->index_md_scalars, + linear, + k, + pk_primordial_k), + ppm->error_message, + pfo->error_message); + + /* compute P_primordial(kmin) */ + + kmin = exp(pfo->ln_k[0]); + + class_alloc(pk_primordial_kmin, + sizeof(double)*pfo->ic_ic_size, + pfo->error_message); + + class_call(primordial_spectrum_at_k(ppm, + pfo->index_md_scalars, + linear, + kmin, + pk_primordial_kmin), + ppm->error_message, + pfo->error_message); + + /* finally, infer P(k) */ + + *out_pk *= (k*pk_primordial_k[0]/kmin/pk_primordial_kmin[0]); + + if (do_ic == _TRUE_) { + for (index_ic1_ic2=0; index_ic1_ic2ic_ic_size; index_ic1_ic2++) { + out_pk_ic[index_ic1_ic2] *= (k*pk_primordial_k[index_ic1_ic2] + /kmin/pk_primordial_kmin[index_ic1_ic2]); + } + } + + free(pk_primordial_k); + free(pk_primordial_kmin); + } + + free(out_pk_at_z); + if (do_ic == _TRUE_) { + free(out_pk_ic_at_z); + } + } + + return _SUCCESS_; +} + +/* + * Same as fourier_pk_at_k_and_z() (see the comments there about + * the input/output format), excepted that we don't pass in input one + * type of P(k) through index_pk. Instead, we get all existing types + * in output. This function is maintained to enhance compatibility + * with old versions, but the use of fourier_pk_at_k_and_z() should + * be preferred. + * + * @param pba Input: pointer to background structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input: pointer to fourier structure + * @param k Input: wavenumber + * @param z Input: redshift + * @param out_pk_l Output: P_m(k) returned as out_pk_l[index_k] + * @param out_pk_ic_l Output: P_m_ic(k) returned as out_pk_ic_l[index_k * pfo->ic_ic_size + index_ic1_ic2] + * @param out_pk_cb_l Output: P_cb(k) returned as out_pk_cb_l[index_k] + * @param out_pk_cb_ic_l Output: P_cb_ic(k) returned as out_pk_cb_ic_l[index_k * pfo->ic_ic_size + index_ic1_ic2] + * @return the error status + */ + +int fourier_pks_at_k_and_z( + struct background * pba, + struct primordial * ppm, + struct fourier *pfo, + enum pk_outputs pk_output, + double k, + double z, + double * out_pk, // number P_m(k) + double * out_pk_ic, // array P_m_ic(k) of index [index_ic1_ic2] + double * out_pk_cb, // number P_cb(k) + double * out_pk_cb_ic // array P__cb_ic(k)of index [index_ic1_ic2] + ) { + + if (pfo->has_pk_cb == _TRUE_) { + + class_call(fourier_pk_at_k_and_z(pba, + ppm, + pfo, + pk_output, + k, + z, + pfo->index_pk_cb, + out_pk_cb, + out_pk_cb_ic + ), + pfo->error_message, + pfo->error_message); + } + if (pfo->has_pk_m == _TRUE_) { + + class_call(fourier_pk_at_k_and_z(pba, + ppm, + pfo, + pk_output, + k, + z, + pfo->index_pk_m, + out_pk, + out_pk_ic + ), + pfo->error_message, + pfo->error_message); + } + + return _SUCCESS_; +} + +/** + * Return the P(k,z) for a grid of (k_i,z_j) passed in input, + * for all available pk types (_m, _cb), + * either linear or nonlinear depending on input. + * + * If there are several initial conditions, this function is not + * designed to return individual contributions. + * + * The main goal of this routine is speed. Unlike + * fourier_pk_at_k_and_z(), it performs no extrapolation when an + * input k_i falls outside the pre-computed range [kmin,kmax]: in that + * case, it just returns P(k,z)=0 for such a k_i + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param pk_output Input: pk_linear or pk_nonlinear + * @param kvec Input: array of wavenumbers in ascending order (in 1/Mpc) + * @param kvec_size Input: size of array of wavenumbers + * @param zvec Input: array of redshifts in arbitrary order + * @param zvec_size Input: size of array of redshifts + * @param out_pk Output: P(k_i,z_j) for total matter (if available) in Mpc**3 + * @param out_pk_cb Output: P_cb(k_i,z_j) for cdm+baryons (if available) in Mpc**3 + * @return the error status + */ + +int fourier_pks_at_kvec_and_zvec( + struct background * pba, + struct fourier * pfo, + enum pk_outputs pk_output, + double * kvec, // kvec[index_kvec] + int kvec_size, + double * zvec, // zvec[index_zvec] + int zvec_size, + double * out_pk, // output_pk[index_zvec*kvec_size+index_kvec], + // already allocated + //(or NULL if user knows there is no _m output) + double * out_pk_cb // output_pk[index_zvec*kvec_size+index_kvec], + //already allocated + //(or NULL if user knows there is no _cb output) + ) { + + /** Summary: */ + + /** - define local variables */ + + int index_k, index_kvec, index_zvec; + double * ln_kvec; + double * ln_pk_table = NULL; + double * ddln_pk_table = NULL; + double * ln_pk_cb_table = NULL; + double * ddln_pk_cb_table = NULL; + double h, a, b; + + /** - Allocate arrays */ + + class_alloc(ln_kvec, sizeof(double)*kvec_size, + pfo->error_message); + + if (pfo->has_pk_m == _TRUE_) { + class_alloc(ln_pk_table, sizeof(double)*pfo->k_size*zvec_size, + pfo->error_message); + class_alloc(ddln_pk_table, sizeof(double)*pfo->k_size*zvec_size, + pfo->error_message); + } + if (pfo->has_pk_cb == _TRUE_) { + class_alloc(ln_pk_cb_table, sizeof(double)*pfo->k_size*zvec_size, + pfo->error_message); + class_alloc(ddln_pk_cb_table, sizeof(double)*pfo->k_size*zvec_size, + pfo->error_message); + } + + /** - Construct table of log(P(k_n,z_j)) for pre-computed wavenumbers but requested redshifts: */ + + for (index_zvec=0; index_zvechas_pk_m == _TRUE_) { + class_call(fourier_pk_at_z(pba, + pfo, + logarithmic, + pk_output, + zvec[index_zvec], + pfo->index_pk_m, + &(ln_pk_table[index_zvec * pfo->k_size]), + NULL), + pfo->error_message, + pfo->error_message); + } + if (pfo->has_pk_cb == _TRUE_) { + class_call(fourier_pk_at_z(pba, + pfo, + logarithmic, + pk_output, + zvec[index_zvec], + pfo->index_pk_cb, + &(ln_pk_cb_table[index_zvec * pfo->k_size]), + NULL), + pfo->error_message, + pfo->error_message); + } + } + + /** - Spline it for interpolation along k */ + + if (pfo->has_pk_m == _TRUE_) { + + class_call(array_spline_table_columns2(pfo->ln_k, + pfo->k_size, + ln_pk_table, + zvec_size, + ddln_pk_table, + _SPLINE_NATURAL_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + if (pfo->has_pk_cb == _TRUE_) { + + class_call(array_spline_table_columns2(pfo->ln_k, + pfo->k_size, + ln_pk_cb_table, + zvec_size, + ddln_pk_cb_table, + _SPLINE_NATURAL_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + /** - Construct ln(kvec): */ + + for (index_kvec=0; index_kvec= pfo->ln_k[0]) + break; + + /* deal with khas_pk_m == _TRUE_) out_pk[index_zvec*kvec_size+index_kvec] = 0.; + if (pfo->has_pk_cb == _TRUE_) out_pk_cb[index_zvec*kvec_size+index_kvec] = 0.; + /* (If needed, one could add instead some extrapolation here) */ + } + } + + /** - Deal with case kmin<=k<=kmax. For better performance, do not + loop through kvec, but through pre-computed k values. */ + + for (index_k=0; index_k < (pfo->k_size-1); index_k++){ + + /** --> Loop through k_i's that fall in interval [k_n,k_n+1] */ + + while ((index_kvec < kvec_size) && (ln_kvec[index_kvec] <= pfo->ln_k[index_k+1])){ + + /** --> for each of them, perform spine interpolation */ + + h = pfo->ln_k[index_k+1]-pfo->ln_k[index_k]; + b = (ln_kvec[index_kvec] - pfo->ln_k[index_k])/h; + a = 1.-b; + + for (index_zvec = 0; index_zvec < zvec_size; index_zvec++) { + + if (pfo->has_pk_m == _TRUE_) { + + out_pk[index_zvec*kvec_size+index_kvec] = + exp( + array_spline_eval(ln_pk_table, + ddln_pk_table, + (index_zvec * pfo->k_size + index_k), + (index_zvec * pfo->k_size + index_k+1), + h,a,b) + ); + } + if (pfo->has_pk_cb == _TRUE_) { + + out_pk_cb[index_zvec*kvec_size+index_kvec] = + exp( + array_spline_eval(ln_pk_cb_table, + ddln_pk_cb_table, + (index_zvec * pfo->k_size + index_k), + (index_zvec * pfo->k_size + index_k+1), + h,a,b) + ); + } + } + index_kvec++; + } + } + + /** - Loop over possible remaining k values with k > kmax, to fill output with zeros. */ + + while (index_kvec < kvec_size) { + + for (index_zvec = 0; index_zvec < zvec_size; index_zvec++) { + if (pfo->has_pk_m == _TRUE_) out_pk[index_zvec*kvec_size+index_kvec] = 0.; + if (pfo->has_pk_cb == _TRUE_) out_pk_cb[index_zvec*kvec_size+index_kvec] = 0.; + /* (If needed, one could add instead some extrapolation here) */ + } + index_kvec++; + } + + free(ln_kvec); + if (pfo->has_pk_m == _TRUE_) { + free(ln_pk_table); + free(ddln_pk_table); + } + if (pfo->has_pk_cb == _TRUE_) { + free(ln_pk_cb_table); + free(ddln_pk_cb_table); + } + + return _SUCCESS_; +} + +/** + * Return the logarithmic slope of P(k,z) for a given (k,z), a given pk type (_m, _cb) + * (computed with linear P_L if pk_output = pk_linear, nonlinear P_NL if pk_output = pk_nonlinear) + * + * @param pba Input: pointer to background structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input: pointer to fourier structure + * @param pk_output Input: linear or nonlinear + * @param k Input: wavenumber in 1/Mpc + * @param z Input: redshift + * @param index_pk Input: index of pk type (_m, _cb) + * @param pk_tilt Output: logarithmic slope of P(k,z) + * @return the error status + */ + +int fourier_pk_tilt_at_k_and_z( + struct background * pba, + struct primordial * ppm, + struct fourier * pfo, + enum pk_outputs pk_output, + double k, + double z, + int index_pk, + double * pk_tilt + ) { + + double dlnk; + double out_pk1,out_pk2; + + /* typical step dln(k) on which we believe that out results are not + dominated by numerical errors and that the P(k,z) is slowly + varying */ + + dlnk = pfo->ln_k[pfo->k_size-1] - pfo->ln_k[pfo->k_size-2]; + + class_call(fourier_pk_at_k_and_z(pba, + ppm, + pfo, + pk_output, + k/(1.+dlnk), + z, + index_pk, + &out_pk1, + NULL), + pfo->error_message, + pfo->error_message); + + class_call(fourier_pk_at_k_and_z(pba, + ppm, + pfo, + pk_output, + k*(1.+dlnk), + z, + index_pk, + &out_pk2, + NULL), + pfo->error_message, + pfo->error_message); + + /* logarithmic derivative: n_eff = (logPk2 - logPk1)/(logk2-logk1) */ + + *pk_tilt = (log(out_pk2)-log(out_pk1))/(2.*log(1.+dlnk)); + + return _SUCCESS_; + +} + +/** + * This routine computes the variance of density fluctuations in a + * sphere of radius R at redshift z, sigma(R,z), or other similar derived + * quantitites, for one given pk type (_m, _cb). + * + * The integral is performed until the maximum value of k_max defined + * in the perturbation module. Here there is not automatic checking + * that k_max is large enough for the result to be well + * converged. E.g. to get an accurate sigma8 at R = 8 Mpc/h, the user + * should pass at least about P_k_max_h/Mpc = 1. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param R Input: radius in Mpc + * @param z Input: redshift + * @param index_pk Input: type of pk (_m, _cb) + * @param sigma_output Input: quantity to be computed (sigma, sigma', ...) + * @param result Output: result + * @return the error status + */ + +int fourier_sigmas_at_z( + struct precision * ppr, + struct background * pba, + struct fourier * pfo, + double R, + double z, + int index_pk, + enum out_sigmas sigma_output, + double * result + ) { + + double * out_pk; + double * ddout_pk; + + /** - allocate temporary array for P(k,z) as a function of k */ + + class_alloc(out_pk, pfo->k_size*sizeof(double), pfo->error_message); + class_alloc(ddout_pk, pfo->k_size*sizeof(double), pfo->error_message); + + /** - get P(k,z) as a function of k, for the right z */ + + class_call(fourier_pk_at_z(pba, + pfo, + logarithmic, + pk_linear, + z, + index_pk, + out_pk, + NULL), + pfo->error_message, + pfo->error_message); + + /** - spline it along k */ + + class_call(array_spline_table_columns(pfo->ln_k, + pfo->k_size, + out_pk, + 1, + ddout_pk, + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + /** - calll the function computing the sigmas */ + + class_call(fourier_sigmas(pfo, + R, + out_pk, + ddout_pk, + pfo->k_size, + ppr->sigma_k_per_decade, + sigma_output, + result), + pfo->error_message, + pfo->error_message); + + /** - free allocated arrays */ + + free(out_pk); + free(ddout_pk); + + return _SUCCESS_; +} + +/** + * Return the value of the non-linearity wavenumber k_nl for a given redshift z + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param z Input: redshift + * @param k_nl Output: k_nl value + * @param k_nl_cb Ouput: k_nl value of the cdm+baryon part only, if there is ncdm + * @return the error status + */ + +int fourier_k_nl_at_z( + struct background *pba, + struct fourier * pfo, + double z, + double * k_nl, + double * k_nl_cb + ) { + + double tau; + + /** - convert input redshift into a conformal time */ + + class_call(background_tau_of_z(pba, + z, + &tau), + pba->error_message, + pfo->error_message); + + /** - interpolate the precomputed k_nl array at the needed valuetime */ + + if (pfo->has_pk_m == _TRUE_) { + + if (pfo->tau_size == 1) { + *k_nl = pfo->k_nl[pfo->index_pk_m][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pfo->k_nl[pfo->index_pk_m], + 1, + pfo->tau_size, + tau, + k_nl, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + } + + /** - if needed, do the same for the baryon part only */ + + if (pfo->has_pk_cb == _TRUE_) { + + if (pfo->tau_size == 1) { + *k_nl_cb = pfo->k_nl[pfo->index_pk_cb][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pfo->k_nl[pfo->index_pk_cb], + 1, + pfo->tau_size, + tau, + k_nl_cb, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + } + + /* otherwise, return the same for k_nl_cb as for k_nl */ + + else{ + *k_nl_cb = *k_nl; + } + + return _SUCCESS_; +} + +/** + * Initialize the fourier structure, and in particular the + * nl_corr_density and k_nl interpolation tables. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to therodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input/Output: pointer to initialized fourier structure + * @return the error status + */ + +int fourier_init( + struct precision *ppr, + struct background *pba, + struct thermodynamics *pth, + struct perturbations *ppt, + struct primordial *ppm, + struct fourier *pfo + ) { + + int index_ncdm; + int index_k; + int index_tau; + int index_tau_sources; + int index_tau_late; + int index_pk; + + double **pk_nl; + double **lnpk_l; + double **ddlnpk_l; + + short nl_corr_not_computable_at_this_k = _FALSE_; + + double * pvecback; + int last_index; + double a,z; + + struct fourier_workspace nw; + struct fourier_workspace * pnw; + + /** - Do we want to compute P(k,z)? Propagate the flag has_pk_matter + from the perturbations structure to the fourier structure */ + pfo->has_pk_matter = ppt->has_pk_matter; + + /** - preliminary tests */ + + /** --> This module only makes sense for dealing with scalar + perturbations, so it should do nothing if there are no + scalars */ + if (ppt->has_scalars == _FALSE_) { + pfo->method = nl_none; + if (pfo->fourier_verbose > 0) + printf("No scalar modes requested. Nonlinear module skipped.\n"); + return _SUCCESS_; + } + + /** --> Nothing to be done if we don't want the matter power spectrum */ + + if ((pfo->has_pk_matter == _FALSE_) && (pfo->method == nl_none)) { + if (pfo->fourier_verbose > 0) + printf("No Fourier spectra nor nonlinear corrections requested. Nonlinear module skipped.\n"); + return _SUCCESS_; + } + else { + if (pfo->fourier_verbose > 0) + printf("Computing linear Fourier spectra.\n"); + } + + /** --> check applicability of Halofit and HMcode */ + if (pfo->method > nl_none) { + + if (pba->has_ncdm == _TRUE_) { + for (index_ncdm=0;index_ncdm < pba->N_ncdm; index_ncdm++){ + if (pba->m_ncdm_in_eV[index_ncdm] > _M_EV_TOO_BIG_FOR_HALOFIT_) + fprintf(stdout,"Warning: Halofit and HMcode are proved to work for CDM, and also with a small HDM component. But it sounds like you are running with a WDM component of mass %f eV, which makes the use of Halofit suspicious.\n",pba->m_ncdm_in_eV[index_ncdm]); + } + } + if ((pba->has_idm == _TRUE_) && (ppt->perturbations_verbose > 0)){ + fprintf(stdout,"Warning: Halofit and HMcode are proved to work for CDM, and also with a small HDM component. But you have requested interacting dark matter (idm), which makes the use of Halofit or HMCode unreliable.\n"); + } + } + + /** - define indices in fourier structure (and allocate some arrays in the structure) */ + + class_call(fourier_indices( + ppr, + pba, + ppt, + ppm, + pfo), + pfo->error_message, + pfo->error_message); + + /** - get the linear power spectrum at each time */ + + for (index_tau=0; index_tauln_tau_size;index_tau++) { + + /* If the user only wants z=0, then pfo->ln_tau_size=1 and we go + only through index_tau=0. However we must pick up the last + value of the source, index_tau_sources = ppt->tau_size-1. If + the user wants several values of z, they correspond to the last + ppt->ln_tau_size values of the sources (those that were also + part of the array ppt->late_sources in the perturbation + module). In all cases, the following formula gives the + correspondance between index_tau in the current array and in + the sources array: + */ + + index_tau_sources = ppt->tau_size-ppt->ln_tau_size+index_tau; + + /** --> loop over required pk types (_m, _cb) */ + + for (index_pk=0; index_pkpk_size; index_pk++) { + + /** --> get the linear power spectrum for this time and this type */ + + class_call(fourier_pk_linear( + pba, + ppt, + ppm, + pfo, + index_pk, + index_tau_sources, + pfo->k_size, + &(pfo->ln_pk_l[index_pk][index_tau * pfo->k_size]), + &(pfo->ln_pk_ic_l[index_pk][index_tau * pfo->k_size * pfo->ic_ic_size]) + ), + pfo->error_message, + pfo->error_message); + + + /** --> if interpolation of \f$P(k,\tau)\f$ will be needed (as a + function of tau), compute array of second derivatives in view of + spline interpolation */ + + if (pfo->ln_tau_size > 1) { + + class_call(array_spline_table_lines(pfo->ln_tau, + pfo->ln_tau_size, + pfo->ln_pk_l[index_pk], + pfo->k_size, + pfo->ddln_pk_l[index_pk], + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + class_call(array_spline_table_lines(pfo->ln_tau, + pfo->ln_tau_size, + pfo->ln_pk_ic_l[index_pk], + pfo->k_size*pfo->ic_ic_size, + pfo->ddln_pk_ic_l[index_pk], + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + } + } + + /** - compute and store sigma8 (variance of density fluctuations in + spheres of radius 8/h Mpc at z=0, always computed by + convention using the linear power spectrum) */ + + for (index_pk=0; index_pkpk_size; index_pk++) { + + class_call(fourier_sigmas_at_z(ppr, + pba, + pfo, + 8./pba->h, + 0., + index_pk, + out_sigma, + &(pfo->sigma8[index_pk])), + pfo->error_message, + pfo->error_message); + } + + if (pfo->fourier_verbose>0) { + + if (pfo->has_pk_m == _TRUE_) + fprintf(stdout," -> sigma8=%g for total matter (computed till k = %g h/Mpc)\n", + pfo->sigma8[pfo->index_pk_m], + pfo->k[pfo->k_size-1]/pba->h); + + if (pfo->has_pk_cb == _TRUE_) + fprintf(stdout," -> sigma8=%g for baryons+cdm (computed till k = %g h/Mpc)\n", + pfo->sigma8[pfo->index_pk_cb], + pfo->k[pfo->k_size-1]/pba->h); + } + + /** - get the non-linear power spectrum at each time */ + + /** --> First deal with the case where non non-linear corrections requested */ + + if (pfo->method == nl_none) { + if (pfo->fourier_verbose > 0) + printf("No non-linear spectra requested. Nonlinear calculations skipped.\n"); + } + + /** --> Then go through common preliminary steps to the HALOFIT and HMcode methods */ + else if ((pfo->method == nl_halofit) || ((pfo->method == nl_HMcode))) { + + if ((pfo->fourier_verbose > 0) && (pfo->method == nl_halofit)) + printf("Computing non-linear matter power spectrum with Halofit (including update Takahashi et al. 2012 and Bird 2014)\n"); + + if ((pfo->fourier_verbose > 0) && (pfo->method == nl_HMcode)) + printf("Computing non-linear matter power spectrum with HMcode \n"); + + /** --> allocate temporary arrays for spectra at each given time/redshift */ + + class_alloc(pk_nl, + pfo->k_size*sizeof(double), + pfo->error_message); + + class_alloc(lnpk_l, + pfo->k_size*sizeof(double), + pfo->error_message); + + class_alloc(ddlnpk_l, + pfo->k_size*sizeof(double), + pfo->error_message); + + for (index_pk=0; index_pkpk_size; index_pk++){ + class_alloc(pk_nl[index_pk],pfo->k_size*sizeof(double),pfo->error_message); + class_alloc(lnpk_l[index_pk],pfo->k_size_extra*sizeof(double),pfo->error_message); + class_alloc(ddlnpk_l[index_pk],pfo->k_size_extra*sizeof(double),pfo->error_message); + } + + /** --> Then go through preliminary steps specific to HMcode */ + + if (pfo->method == nl_HMcode){ + + pnw = &nw; + + class_call(fourier_hmcode_workspace_init(ppr,pba,pfo,pnw), + pfo->error_message, + pfo->error_message); + + class_call(fourier_hmcode_dark_energy_correction(ppr,pba,pfo,pnw), + pfo->error_message, + pfo->error_message); + + class_call(fourier_hmcode_baryonic_feedback(pfo), + pfo->error_message, + pfo->error_message); + } + + /** --> Loop over decreasing time/growing redhsift. For each + time/redshift, compute P_NL(k,z) using either Halofit or + HMcode */ + + /* this flag will become _TRUE_ at the minimum redshift such that + the non-lienar corrections cannot be consistently computed */ + nl_corr_not_computable_at_this_k = _FALSE_; + + /* this index will refer to the value of time corresponding to + that redhsift */ + pfo->index_tau_min_nl = 0; + + for (index_tau = pfo->tau_size-1; index_tau>=0; index_tau--) { + + /* loop over index_pk, defined such that it is ensured + * that index_pk starts at index_pk_cb when neutrinos are + * included. This is necessary for hmcode, since the sigmatable + * needs to be filled for sigma_cb only. Thus, when HMcode + * evalutes P_m_nl, it needs both P_m_l and P_cb_l. */ + + for (index_pk=0; index_pkpk_size; index_pk++) { + + /* get P_L(k) at this time */ + class_call(fourier_pk_linear( + pba, + ppt, + ppm, + pfo, + index_pk, + index_tau, + pfo->k_size_extra, + lnpk_l[index_pk], + NULL + ), + pfo->error_message, + pfo->error_message); + + /* spline P_L(k) at this time along k */ + class_call(array_spline_table_columns( + pfo->ln_k, + pfo->k_size_extra, + lnpk_l[index_pk], + 1, + ddlnpk_l[index_pk], + _SPLINE_NATURAL_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + /* if we are still in a range of time where P_NL(k) should be computable */ + if (nl_corr_not_computable_at_this_k == _FALSE_) { + + /* get P_NL(k) at this time with Halofit */ + if (pfo->method == nl_halofit) { + + class_call(fourier_halofit( + ppr, + pba, + ppt, + ppm, + pfo, + index_pk, + pfo->tau[index_tau], + pk_nl[index_pk], + lnpk_l[index_pk], + ddlnpk_l[index_pk], + &(pfo->k_nl[index_pk][index_tau]), + &nl_corr_not_computable_at_this_k), + pfo->error_message, + pfo->error_message); + + } + + /* get P_NL(k) at this time with HMcode */ + else if (pfo->method == nl_HMcode) { + + /* (preliminary step: fill table of sigma's, only for _cb if there is both _cb and _m) */ + if (index_pk == 0) { + class_call(fourier_hmcode_fill_sigtab(ppr, + pba, + ppt, + ppm, + pfo, + index_tau, + lnpk_l[index_pk], + ddlnpk_l[index_pk], + pnw), + pfo->error_message, pfo->error_message); + } + + class_call_except(fourier_hmcode(ppr, + pba, + ppt, + ppm, + pfo, + index_pk, + index_tau, + pfo->tau[index_tau], + pk_nl[index_pk], + lnpk_l, + ddlnpk_l, + &(pfo->k_nl[index_pk][index_tau]), + &nl_corr_not_computable_at_this_k, + pnw), + pfo->error_message, + pfo->error_message, + fourier_free(pfo); + fourier_hmcode_workspace_free(pfo,pnw); + for (index_pk=0; index_pkpk_size; index_pk++){ + free(pk_nl[index_pk]); + free(lnpk_l[index_pk]); + free(ddlnpk_l[index_pk]); + }; + free(pk_nl); + free(lnpk_l); + free(ddlnpk_l); + ); + } + + /* infer and store R_NL=(P_NL/P_L)^1/2 */ + if (nl_corr_not_computable_at_this_k == _FALSE_) { + for (index_k=0; index_kk_size; index_k++) { + pfo->nl_corr_density[index_pk][index_tau * pfo->k_size + index_k] = sqrt(pk_nl[index_pk][index_k]/exp(lnpk_l[index_pk][index_k])); + } + } + + /* otherwise we met the first problematic value of time */ + else { + + /* store the index of that value */ + pfo->index_tau_min_nl = MIN(pfo->tau_size-1,index_tau+1); //this MIN() ensures that index_tau_min_nl is never out of bounds + + /* store R_NL=1 for that time */ + for (index_k=0; index_kk_size; index_k++) { + pfo->nl_corr_density[index_pk][index_tau * pfo->k_size + index_k] = 1.; + } + + /* send a warning to inform user about the corresponding value of redshift */ + if (pfo->fourier_verbose > 0) { + class_alloc(pvecback,pba->bg_size*sizeof(double),pfo->error_message); + class_call(background_at_tau(pba,pfo->tau[index_tau],short_info,inter_normal,&last_index,pvecback), + pba->error_message, + pfo->error_message); + a = pvecback[pba->index_bg_a]; + /* redshift (remeber that a in the code stands for (a/a_0)) */ + z = 1./a-1.; + fprintf(stdout, + " -> [WARNING:] Non-linear corrections could not be computed at redshift z=%5.2f and higher.\n This is because k_max is too small for the algorithm (Halofit or HMcode) to be able to compute the scale k_NL at this redshift.\n If non-linear corrections at such high redshift really matter for you,\n just try to increase the precision parameter nonlinear_min_k_max (currently at %e) until k_NL can be computed at the desired z.\n",z,ppr->nonlinear_min_k_max); + + free(pvecback); + } + } + } + + /* if we are still in a range of time where P_NL(k) should NOT be computable */ + else { + /* store R_NL=1 for that time */ + for (index_k=0; index_kk_size; index_k++) { + pfo->nl_corr_density[index_pk][index_tau * pfo->k_size + index_k] = 1.; + } + + } + + /** --> fill the array of nonlinear power spectra (only if we + are at a late time where P(k) and T(k) are supposed to + be stored, i.e., such that z(tau < z_max_pk) */ + + if (index_tau >= pfo->tau_size - pfo->ln_tau_size) { + + index_tau_late = index_tau - (pfo->tau_size - pfo->ln_tau_size); + + for (index_k=0; index_kk_size; index_k++) { + pfo->ln_pk_nl[index_pk][index_tau_late * pfo->k_size + index_k] = pfo->ln_pk_l[index_pk][index_tau_late * pfo->k_size + index_k] + 2.*log(pfo->nl_corr_density[index_pk][index_tau * pfo->k_size + index_k]); + } + } + + } // end loop over index_pk + } //end loop over index_tau + + + /** --> spline the array of nonlinear power spectrum */ + + if (pfo->ln_tau_size > 1) { + for (index_pk=0; index_pkpk_size; index_pk++) { + + class_call(array_spline_table_lines(pfo->ln_tau, + pfo->ln_tau_size, + pfo->ln_pk_nl[index_pk], + pfo->k_size, + pfo->ddln_pk_nl[index_pk], + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + } + + /* --> free temporary arrays */ + + for (index_pk=0; index_pkpk_size; index_pk++){ + free(pk_nl[index_pk]); + free(lnpk_l[index_pk]); + free(ddlnpk_l[index_pk]); + } + + free(pk_nl); + free(lnpk_l); + free(ddlnpk_l); + + /** --> free the nonlinear workspace */ + + if (pfo->method == nl_HMcode) { + + class_call(fourier_hmcode_workspace_free(pfo,pnw), + pfo->error_message, + pfo->error_message); + } + } + + /** - if the nl_method could not be identified */ + else { + class_stop(pfo->error_message, + "Your non-linear method variable is set to %d, out of the range defined in fourier.h",pfo->method); + } + + return _SUCCESS_; +} + +/** + * Free all memory space allocated by fourier_init(). + * + * + * @param pfo Input: pointer to fourier structure (to be freed) + * @return the error status + */ + +int fourier_free( + struct fourier *pfo + ) { + int index_pk; + + if ((pfo->has_pk_matter == _TRUE_) || (pfo->method > nl_none)) { + + free(pfo->k); + free(pfo->ln_k); + + for (index_pk=0; index_pkpk_size; index_pk++) { + free(pfo->ln_pk_ic_l[index_pk]); + free(pfo->ln_pk_l[index_pk]); + if (pfo->ln_tau_size>1) { + free(pfo->ddln_pk_ic_l[index_pk]); + free(pfo->ddln_pk_l[index_pk]); + } + } + free(pfo->ln_pk_ic_l); + free(pfo->ln_pk_l); + + free (pfo->sigma8); + + if (pfo->ln_tau_size>1) { + free(pfo->ddln_pk_ic_l); + free(pfo->ddln_pk_l); + free(pfo->ln_tau); + } + + free(pfo->is_non_zero); + } + + if (pfo->method > nl_none) { + + free(pfo->tau); + for (index_pk=0;index_pkpk_size;index_pk++){ + free(pfo->nl_corr_density[index_pk]); + free(pfo->k_nl[index_pk]); + free(pfo->ln_pk_nl[index_pk]); + if (pfo->ln_tau_size > 1) + free(pfo->ddln_pk_nl[index_pk]); + } + free(pfo->nl_corr_density); + free(pfo->k_nl); + free(pfo->ln_pk_nl); + if (pfo->ln_tau_size > 1) + free(pfo->ddln_pk_nl); + } + + if (pfo->has_pk_eq == _TRUE_) { + free(pfo->pk_eq_tau); + free(pfo->pk_eq_w_and_Omega); + free(pfo->pk_eq_ddw_and_ddOmega); + } + + return _SUCCESS_; +} + +/** + * Define indices in the fourier structure, and when possible, allocate + * arrays in this structure given the index sizes found here + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input/Output: pointer to fourier structure + * @return the error status + */ + +int fourier_indices( + struct precision *ppr, + struct background *pba, + struct perturbations * ppt, + struct primordial * ppm, + struct fourier * pfo + ) { + + int index_ic1_ic2; + int index_pk; + + /** - define indices for initial conditions (and allocate related arrays) */ + pfo->index_md_scalars = ppt->index_md_scalars; + pfo->ic_size = ppm->ic_size[pfo->index_md_scalars]; + pfo->ic_ic_size = ppm->ic_ic_size[pfo->index_md_scalars]; + class_alloc(pfo->is_non_zero,sizeof(short)*pfo->ic_ic_size,pfo->error_message); + for (index_ic1_ic2=0; index_ic1_ic2 < pfo->ic_ic_size; index_ic1_ic2++) + pfo->is_non_zero[index_ic1_ic2] = ppm->is_non_zero[pfo->index_md_scalars][index_ic1_ic2]; + + /** - define flags indices for pk types (_m, _cb). Note: due to some + dependencies in HMcode, when pfo->index_pk_cb exists, it must + come first (e.g. the calculation of the non-linear P_m depends on + sigma_cb so the cb-related quantitites must be evaluated + first) */ + + pfo->has_pk_m = _TRUE_; + if (pba->has_ncdm == _TRUE_) { + pfo->has_pk_cb = _TRUE_; + } + else { + pfo->has_pk_cb = _FALSE_; + } + + index_pk = 0; + class_define_index(pfo->index_pk_cb, pfo->has_pk_cb, index_pk,1); + class_define_index(pfo->index_pk_m, pfo->has_pk_m, index_pk,1); + pfo->pk_size = index_pk; + + /* and two redundent but useful indices: */ + + if (pfo->has_pk_cb == _TRUE_) { + pfo->index_pk_total = pfo->index_pk_m; + pfo->index_pk_cluster = pfo->index_pk_cb; + } + else { + pfo->index_pk_total = pfo->index_pk_m; + pfo->index_pk_cluster = pfo->index_pk_m; + } + + /** - get list of k values */ + + class_call(fourier_get_k_list(ppr,ppt,pfo), + pfo->error_message, + pfo->error_message); + + /** - get list of tau values */ + + class_call(fourier_get_tau_list(ppt,pfo), + pfo->error_message, + pfo->error_message); + + /** - given previous indices, we can allocate the array of linear power spectrum values */ + + class_alloc(pfo->ln_pk_ic_l,pfo->pk_size*sizeof(double*),pfo->error_message); + class_alloc(pfo->ln_pk_l ,pfo->pk_size*sizeof(double*),pfo->error_message); + + for (index_pk=0; index_pkpk_size; index_pk++) { + class_alloc(pfo->ln_pk_ic_l[index_pk],pfo->ln_tau_size*pfo->k_size*pfo->ic_ic_size*sizeof(double*),pfo->error_message); + class_alloc(pfo->ln_pk_l[index_pk] ,pfo->ln_tau_size*pfo->k_size*sizeof(double*),pfo->error_message); + } + + /** - if interpolation of \f$P(k,\tau)\f$ will be needed (as a function of tau), + compute also the array of second derivatives in view of spline interpolation */ + + if (pfo->ln_tau_size > 1) { + + class_alloc(pfo->ddln_pk_ic_l,pfo->pk_size*sizeof(double*),pfo->error_message); + class_alloc(pfo->ddln_pk_l ,pfo->pk_size*sizeof(double*),pfo->error_message); + + for (index_pk=0; index_pkpk_size; index_pk++) { + class_alloc(pfo->ddln_pk_ic_l[index_pk],pfo->ln_tau_size*pfo->k_size*pfo->ic_ic_size*sizeof(double*),pfo->error_message); + class_alloc(pfo->ddln_pk_l[index_pk] ,pfo->ln_tau_size*pfo->k_size*sizeof(double*),pfo->error_message); + } + } + + /** - array of sigma8 values */ + + class_alloc(pfo->sigma8,pfo->pk_size*sizeof(double*),pfo->error_message); + + /** - if non-linear computations needed, allocate array of + non-linear correction ratio R_nl(k,z), k_nl(z) and P_nl(k,z) + for each P(k) type */ + + if (pfo->method > nl_none) { + + class_alloc(pfo->k_nl, + pfo->pk_size*sizeof(double *), + pfo->error_message); + + class_alloc(pfo->nl_corr_density, + pfo->pk_size*sizeof(double *), + pfo->error_message); + + class_alloc(pfo->ln_pk_nl,pfo->pk_size*sizeof(double*),pfo->error_message); + if (pfo->ln_tau_size > 1) + class_alloc(pfo->ddln_pk_nl,pfo->pk_size*sizeof(double*),pfo->error_message); + + for (index_pk=0; index_pkpk_size; index_pk++){ + class_alloc(pfo->k_nl[index_pk],pfo->tau_size*sizeof(double),pfo->error_message); + class_alloc(pfo->nl_corr_density[index_pk],pfo->tau_size*pfo->k_size*sizeof(double),pfo->error_message); + class_alloc(pfo->ln_pk_nl[index_pk],pfo->ln_tau_size*pfo->k_size*sizeof(double*),pfo->error_message); + if (pfo->ln_tau_size > 1) + class_alloc(pfo->ddln_pk_nl[index_pk],pfo->ln_tau_size*pfo->k_size*sizeof(double*),pfo->error_message); + } + } + + return _SUCCESS_; +} + +/** + * Copy list of k from perturbation module, and extended it if + * necessary to larger k for extrapolation (currently this + * extrapolation is required only by HMcode) + * + * @param ppr Input: pointer to precision structure + * @param ppt Input: pointer to perturbation structure + * @param pfo Input/Output: pointer to fourier structure + * @return the error status + */ + +int fourier_get_k_list( + struct precision *ppr, + struct perturbations * ppt, + struct fourier * pfo + ) { + + double k=0; + double k_max,exponent; + int index_k; + + pfo->k_size = ppt->k_size[pfo->index_md_scalars]; + pfo->k_size_pk = ppt->k_size_pk; + k_max = ppt->k[pfo->index_md_scalars][pfo->k_size-1]; + + /** - if k extrapolation necessary, compute number of required extra values */ + if (pfo->method == nl_HMcode){ + index_k=0; + while(k < ppr->hmcode_max_k_extra && index_k < _MAX_NUM_EXTRAPOLATION_){ + index_k++; + k = k_max * pow(10,(double)index_k/ppr->k_per_decade_for_pk); + } + class_test(index_k == _MAX_NUM_EXTRAPOLATION_, + pfo->error_message, + "could not reach extrapolated value k = %.10e starting from k = %.10e with k_per_decade of %.10e in _MAX_NUM_INTERPOLATION_=%i steps", + ppr->hmcode_max_k_extra,k_max,ppr->k_per_decade_for_pk,_MAX_NUM_EXTRAPOLATION_ + ); + pfo->k_size_extra = pfo->k_size+index_k; + } + /** - otherwise, same number of values as in perturbation module */ + else { + pfo->k_size_extra = pfo->k_size; + } + + /** - allocate array of k */ + class_alloc(pfo->k, pfo->k_size_extra*sizeof(double),pfo->error_message); + class_alloc(pfo->ln_k,pfo->k_size_extra*sizeof(double),pfo->error_message); + + /** - fill array of k (not extrapolated) */ + for (index_k=0; index_kk_size; index_k++) { + k = ppt->k[pfo->index_md_scalars][index_k]; + pfo->k[index_k] = k; + pfo->ln_k[index_k] = log(k); + } + + /** - fill additional values of k (extrapolated) */ + for (index_k=pfo->k_size; index_kk_size_extra; index_k++) { + exponent = (double)(index_k-(pfo->k_size-1))/ppr->k_per_decade_for_pk; + pfo->k[index_k] = k * pow(10,exponent); + pfo->ln_k[index_k] = log(k) + exponent*log(10.); + } + + return _SUCCESS_; +} + +/** + * Copy list of tau from perturbation module + * + * @param ppt Input: pointer to perturbation structure + * @param pfo Input/Output: pointer to fourier structure + * @return the error status + */ + +int fourier_get_tau_list( + struct perturbations * ppt, + struct fourier * pfo + ) { + + int index_tau; + + /** -> for linear calculations: only late times are considered, given the value z_max_pk inferred from the ionput */ + pfo->ln_tau_size = ppt->ln_tau_size; + + if (ppt->ln_tau_size > 1) { + + class_alloc(pfo->ln_tau,pfo->ln_tau_size*sizeof(double),pfo->error_message); + + for (index_tau=0; index_tauln_tau_size;index_tau++) { + pfo->ln_tau[index_tau] = ppt->ln_tau[index_tau]; + } + } + + /** -> for non-linear calculations: we wills store a correction factor for all times */ + if (pfo->method > nl_none) { + + pfo->tau_size = ppt->tau_size; + + class_alloc(pfo->tau,pfo->tau_size*sizeof(double),pfo->error_message); + + for (index_tau=0; index_tautau_size; index_tau++) { + pfo->tau[index_tau] = ppt->tau_sampling[index_tau]; + } + } + return _SUCCESS_; +} + +/** + * Get sources for a given wavenumber (and for a given time, type, ic, + * mode...) either directly from precomputed valkues (computed ain + * perturbation module), or by analytic extrapolation + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param pfo Input: pointer to fourier structure + * @param index_k Input: index of required k value + * @param index_ic Input: index of required ic value + * @param index_tp Input: index of required tp value + * @param index_tau Input: index of required tau value + * @param sources Input: array containing the original sources + * @param source Output: desired value of source + * @return the error status + */ + +int fourier_get_source( + struct background * pba, + struct perturbations * ppt, + struct fourier * pfo, + int index_k, + int index_ic, + int index_tp, + int index_tau, + double ** sources, + double * source + ) { + + double k,k_max,k_previous; + double source_max,source_previous; + double scaled_factor,log_scaled_factor; + + /** - use precomputed values */ + if (index_k < pfo->k_size) { + *source = sources[index_ic * ppt->tp_size[pfo->index_md_scalars] + index_tp][index_tau * pfo->k_size + index_k]; + } + /** - extrapolate **/ + else { + + k = pfo->k[index_k]; + + /** + * --> Get last source and k, which are used in (almost) all methods + */ + k_max = pfo->k[pfo->k_size-1]; + source_max = sources[index_ic * ppt->tp_size[pfo->index_md_scalars] + index_tp][index_tau * pfo->k_size + pfo->k_size - 1]; + + /** + * --> Get previous source and k, which are used in best methods + */ + k_previous = pfo->k[pfo->k_size-2]; + source_previous = sources[index_ic * ppt->tp_size[pfo->index_md_scalars] + index_tp][index_tau * pfo->k_size + pfo->k_size - 2]; + + switch(pfo->extrapolation_method){ + /** + * --> Extrapolate by assuming the source to vanish Has terrible + * discontinuity + */ + case extrap_zero: + { + *source=0.0; + break; + } + /** + * --> Extrapolate starting from the maximum value, assuming growth ~ ln(k) + * Has a terrible bend in log slope, discontinuity only in derivative + */ + case extrap_only_max: + { + *source = source_max*(log(k)/log(k_max)); + break; + } + /** + * --> Extrapolate starting from the maximum value, assuming + * growth ~ ln(k) Here we use k in h/Mpc instead of 1/Mpc as it + * is done in the CAMB implementation of HMcode Has a terrible + * bend in log slope, discontinuity only in derivative + */ + case extrap_only_max_units: + { + *source = source_max*(log(k/pba->h)/log(k_max/pba->h)); + break; + } + /** + * --> Extrapolate assuming source ~ ln(a*k) where a is obtained + * from the data at k_0 Mostly continuous derivative, quite good + */ + case extrap_max_scaled: + { + log_scaled_factor = (source_previous*log(k_max)-source_max*log(k_previous))/(source_max-source_previous); + *source = source_max*((log_scaled_factor+log(k))/(log_scaled_factor+log(k_max))); + break; + } + /** + * --> Extrapolate assuming source ~ ln(e+a*k) where a is + * estimated like is done in original HMCode + */ + case extrap_hmcode: + { + scaled_factor = 1.8/(13.41*pba->a_eq*pba->H_eq); + *source = source_max*(log(_E_+scaled_factor*k)/log(_E_+scaled_factor*k_max)); + break; + } + /** + * --> If the user has a complicated model and wants to + * interpolate differently, they can define their interpolation + * here and switch to using it instead + */ + case extrap_user_defined: + { + class_stop(pfo->error_message,"Method of source extrapolation 'user_defined' was not yet defined."); + break; + } + } + } + return _SUCCESS_; +} + +/** + * This routine computes all the components of the matter power + * spectrum P(k), given the source functions and the primordial + * spectra, at a given time within the pre-computed table of sources + * (= Fourier transfer functions) of the perturbation module, for a + * given type (total matter _m or baryon+CDM _cb), and for the same + * array of k values as in the pre-computed table. + * + * If the input array of k values pfo->ln_k contains wavemumbers + * larger than those of the pre-computed table, the sources will be + * extrapolated analytically. + * + * On the opther hand, if the primordial spectrum has sharp features + * and needs to be sampled on a finer grid than the sources, this + * function has to be modified to capture the features. + * + * There are two output arrays, because we consider: + * + * - the total matter (_m) or CDM+baryon (_cb) power spectrum + * + * - in the quantitites labelled _ic, the splitting of one of these + * spectra in different modes for different initial conditions. If the + * pointer ln_pk_ic is NULL in input, the function will ignore this + * part; thus, to get the result, one should allocate the array before + * calling the function. Then the convention is the following: + * + * -- the index_ic1_ic2 labels ordered pairs (index_ic1, index_ic2) + * (since the primordial spectrum is symmetric in (index_ic1, + * index_ic2)). + * + * -- for diagonal elements (index_ic1 = index_ic2) this + * arrays contains ln[P(k)] where P(k) is positive by construction. + * + * -- for non-diagonal elements this arrays contains the k-dependent + * cosine of the correlation angle, namely P(k)_(index_ic1, + * index_ic2)/sqrt[P(k)_index_ic1 P(k)_index_ic2]. E.g. for fully + * correlated or anti-correlated initial conditions, this non-diagonal + * element is independent on k, and equal to +1 or -1. + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input: pointer to fourier structure + * @param index_pk Input: index of required P(k) type (_m, _cb) + * @param index_tau Input: index of time + * @param k_size Input: wavenumber array size + * @param lnpk Output: log of matter power spectrum for given type/time, for all wavenumbers + * @param lnpk_ic Output: log of matter power spectrum for given type/time, for all wavenumbers and initial conditions + * @return the error status + */ + +int fourier_pk_linear( + struct background *pba, + struct perturbations *ppt, + struct primordial *ppm, + struct fourier *pfo, + int index_pk, + int index_tau, + int k_size, + double * lnpk, //lnpk[index_k] + double * lnpk_ic //lnpk[index_k * pfo->ic_ic_size + index_ic1_ic2] + ) { + + int index_k; + int index_tp; + int index_ic1,index_ic2,index_ic1_ic1,index_ic1_ic2,index_ic2_ic2; + double * primordial_pk; + double pk; + double * pk_ic; + double source_ic1; + double source_ic2; + double cosine_correlation; + + /** - allocate temporary vector where the primordial spectrum will be stored */ + + class_alloc(primordial_pk,pfo->ic_ic_size*sizeof(double),pfo->error_message); + + class_alloc(pk_ic,pfo->ic_ic_size*sizeof(double),pfo->error_message); + + if ((pfo->has_pk_m == _TRUE_) && (index_pk == pfo->index_pk_m)) { + index_tp = ppt->index_tp_delta_m; + } + else if ((pfo->has_pk_cb == _TRUE_) && (index_pk == pfo->index_pk_cb)) { + index_tp = ppt->index_tp_delta_cb; + } + else { + class_stop(pfo->error_message,"P(k) is set neither to total matter nor to cold dark matter + baryons"); + } + + /** - loop over k values */ + + for (index_k=0; index_k get primordial spectrum */ + class_call(primordial_spectrum_at_k(ppm,pfo->index_md_scalars,logarithmic,pfo->ln_k[index_k],primordial_pk), + ppm->error_message, + pfo->error_message); + + /** --> initialize a local variable for P_m(k) and P_cb(k) to zero */ + pk = 0.; + + /** --> here we recall the relations relevant for the nomalization fo the power spectrum: + For adiabatic modes, the curvature primordial spectrum thnat we just read was: + P_R(k) = 1/(2pi^2) k^3 < R R > + Thus the primordial curvature correlator is given by: + < R R > = (2pi^2) k^-3 P_R(k) + So the delta_m correlator reads: + P(k) = < delta_m delta_m > = (source_m)^2 < R R > = (2pi^2) k^-3 (source_m)^2 P_R(k) + + For isocurvature or cross adiabatic-isocurvature parts, + one would just replace one or two 'R' by 'S_i's */ + + /** --> get contributions to P(k) diagonal in the initial conditions */ + for (index_ic1 = 0; index_ic1 < pfo->ic_size; index_ic1++) { + + index_ic1_ic1 = index_symmetric_matrix(index_ic1,index_ic1,pfo->ic_size); + + class_call(fourier_get_source(pba, + ppt, + pfo, + index_k, + index_ic1, + index_tp, + index_tau, + ppt->sources[pfo->index_md_scalars], + &source_ic1), + pfo->error_message, + pfo->error_message); + + pk_ic[index_ic1_ic1] = 2.*_PI_*_PI_/exp(3.*pfo->ln_k[index_k]) + *source_ic1*source_ic1 + *exp(primordial_pk[index_ic1_ic1]); + + pk += pk_ic[index_ic1_ic1]; + + if (lnpk_ic != NULL) { + lnpk_ic[index_k * pfo->ic_ic_size + index_ic1_ic1] = log(pk_ic[index_ic1_ic1]); + } + } + + /** --> get contributions to P(k) non-diagonal in the initial conditions */ + for (index_ic1 = 0; index_ic1 < pfo->ic_size; index_ic1++) { + for (index_ic2 = index_ic1+1; index_ic2 < pfo->ic_size; index_ic2++) { + + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,pfo->ic_size); + index_ic1_ic1 = index_symmetric_matrix(index_ic1,index_ic1,pfo->ic_size); + index_ic2_ic2 = index_symmetric_matrix(index_ic2,index_ic2,pfo->ic_size); + + if (pfo->is_non_zero[index_ic1_ic2] == _TRUE_) { + + class_call(fourier_get_source(pba, + ppt, + pfo, + index_k, + index_ic1, + index_tp, + index_tau, + ppt->sources[pfo->index_md_scalars], + &source_ic1), + pfo->error_message, + pfo->error_message); + + class_call(fourier_get_source(pba, + ppt, + pfo, + index_k, + index_ic2, + index_tp, + index_tau, + ppt->sources[pfo->index_md_scalars], + &source_ic2), + pfo->error_message, + pfo->error_message); + + cosine_correlation = primordial_pk[index_ic1_ic2]*SIGN(source_ic1)*SIGN(source_ic2); + + pk_ic[index_ic1_ic2] = cosine_correlation * sqrt(pk_ic[index_ic1_ic1]*pk_ic[index_ic2_ic2]); + + pk += 2.*pk_ic[index_ic1_ic2]; + + if (lnpk_ic != NULL) { + lnpk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] = cosine_correlation; + } + } + else { + if (lnpk_ic != NULL) { + lnpk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] = 0.; + } + } + } + } + + lnpk[index_k] = log(pk); + } + + free(primordial_pk); + free(pk_ic); + + return _SUCCESS_; + +} + +/** + * Calculate intermediate quantities for hmcode (sigma, sigma', ...) + * for a given scale R and a given input P(k). + * + * This function has several differences w.r.t. the standard external + * function non_linear_sigma (format of input, of output, integration + * stepsize, management of extrapolation at large k, ...) and is + * overall more precise for sigma(R). + * + * @param pfo Input: pointer to fourier structure + * @param R Input: scale at which to compute sigma + * @param lnpk_l Input: array of ln(P(k)) + * @param ddlnpk_l Input: its spline along k + * @param k_size Input: dimension of array lnpk_l, normally pfo->k_size, but inside hmcode it its increased by extrapolation to pfo->k_extra_size + * @param k_per_decade Input: logarithmic step for the integral (recommended: pass ppr->sigma_k_per_decade) + * @param sigma_output Input: quantity to be computed (sigma, sigma', ...) + * @param result Output: result + * @return the error status + */ + +int fourier_sigmas( + struct fourier * pfo, + double R, + double * lnpk_l, + double * ddlnpk_l, + int k_size, + double k_per_decade, + enum out_sigmas sigma_output, + double * result + ) { + double pk, lnpk; + + double * array_for_sigma; + int index_num; + int index_x; + int index_y; + int index_ddy; + int i=0; + int integrand_size; + int last_index=0; + + double k,W,W_prime,x,t; + + /** - allocate temporary array for an integral over y(x) */ + + class_define_index(index_x, _TRUE_,i,1); // index for x + class_define_index(index_y, _TRUE_,i,1); // index for integrand + class_define_index(index_ddy,_TRUE_,i,1); // index for its second derivative (spline method) + index_num=i; // number of columns in the array + + integrand_size=(int)(log(pfo->k[k_size-1]/pfo->k[0])/log(10.)*k_per_decade)+1; + class_alloc(array_for_sigma, + integrand_size*index_num*sizeof(double), + pfo->error_message); + + /** - fill the array with values of k and of the integrand */ + + for (i=0; ik[0]*pow(10.,i/k_per_decade); + + if (i==0) { + pk = exp(lnpk_l[0]); + } + else { + class_call(array_interpolate_spline( + pfo->ln_k, + k_size, + lnpk_l, + ddlnpk_l, + 1, + log(k), + &last_index, + &lnpk, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + pk = exp(lnpk); + } + + t = 1./(1.+k); + if (i == (integrand_size-1)) k *= 0.9999999; // to prevent rounding error leading to k being bigger than maximum value + x=k*R; + + switch (sigma_output) { + + case out_sigma: + if (x<0.01) + W = 1.-x*x/10.; + else + W = 3./x/x/x*(sin(x)-x*cos(x)); + array_for_sigma[(integrand_size-1-i)*index_num+index_x] = t; + array_for_sigma[(integrand_size-1-i)*index_num+index_y] = k*k*k*pk*W*W/(t*(1.-t)); + break; + + case out_sigma_prime: + if (x<0.01) { + W = 1.-x*x/10.; + W_prime = -0.2*x; + } + else { + W = 3./x/x/x*(sin(x)-x*cos(x)); + W_prime = 3./x/x*sin(x)-9./x/x/x/x*(sin(x)-x*cos(x)); + } + array_for_sigma[(integrand_size-1-i)*index_num+index_x] = t; + array_for_sigma[(integrand_size-1-i)*index_num+index_y] = k*k*k*pk*2.*k*W*W_prime/(t*(1.-t)); + break; + + case out_sigma_disp: + if (x<0.01) + W = 1.-x*x/10.; + else + W = 3./x/x/x*(sin(x)-x*cos(x)); + array_for_sigma[(integrand_size-1-i)*index_num+index_x] = k; + array_for_sigma[(integrand_size-1-i)*index_num+index_y] = -pk*W*W; + break; + } + } + + /** - spline the integrand */ + + class_call(array_spline(array_for_sigma, + index_num, + integrand_size, + index_x, + index_y, + index_ddy, + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + /** - integrate */ + + class_call(array_integrate_all_trapzd_or_spline(array_for_sigma, + index_num, + integrand_size, + 0, //integrand_size-1, + index_x, + index_y, + index_ddy, + result, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + /** - preperly normalize the final result */ + + switch (sigma_output) { + + case out_sigma: + *result = sqrt(*result/(2.*_PI_*_PI_)); + break; + + case out_sigma_prime: + *result = *result/(2.*_PI_*_PI_); + break; + + case out_sigma_disp: + *result = sqrt(*result/(2.*_PI_*_PI_*3.)); + break; + } + + /** - free allocated array */ + + free(array_for_sigma); + + return _SUCCESS_; +} + +/** + * This routine computes the variance of density fluctuations in a + * sphere of radius R at redshift z, sigma(R,z) for one given pk type (_m, _cb). + * + * Try to use instead fourier_sigmas_at_z(). This function is just + * maintained for compatibility with the deprecated function + * harmonic_sigma() + * + * The integral is performed until the maximum value of k_max defined + * in the perturbation module. Here there is not automatic checking + * that k_max is large enough for the result to be well + * converged. E.g. to get an accurate sigma8 at R = 8 Mpc/h, the user + * should pass at least about P_k_max_h/Mpc = 1. + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param R Input: radius in Mpc + * @param z Input: redshift + * @param index_pk Input: type of pk (_m, _cb) + * @param k_per_decade Input: logarithmic step for the integral (recommended: pass ppr->sigma_k_per_decade) + * @param result Output: result + * @return the error status + */ + +int fourier_sigma_at_z( + struct background * pba, + struct fourier * pfo, + double R, + double z, + int index_pk, + double k_per_decade, + double * result + ) { + + double * out_pk; + double * ddout_pk; + + /** - allocate temporary array for P(k,z) as a function of k */ + + class_alloc(out_pk, pfo->k_size*sizeof(double), pfo->error_message); + class_alloc(ddout_pk, pfo->k_size*sizeof(double), pfo->error_message); + + /** - get P(k,z) as a function of k, for the right z */ + + class_call(fourier_pk_at_z(pba, + pfo, + logarithmic, + pk_linear, + z, + index_pk, + out_pk, + NULL), + pfo->error_message, + pfo->error_message); + + /** - spline it along k */ + + class_call(array_spline_table_columns(pfo->ln_k, + pfo->k_size, + out_pk, + 1, + ddout_pk, + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + /** - calll the function computing the sigmas */ + + class_call(fourier_sigmas(pfo, + R, + out_pk, + ddout_pk, + pfo->k_size, + k_per_decade, + out_sigma, + result), + pfo->error_message, + pfo->error_message); + + /** - free allocated arrays */ + + free(out_pk); + free(ddout_pk); + + return _SUCCESS_; +} + +/** + * Calculation of the nonlinear matter power spectrum with Halofit + * (includes Takahashi 2012 + Bird 2013 revisions). + * + * At high redshift it is possible that the non-linear corrections are + * so small that they can be computed only by going to very large + * wavenumbers. Thius, for some combination of (z, k_max), the + * calculation is not possible. In this case a _FALSE_ will be + * returned in the flag halofit_found_k_max. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input: pointer to fourier structure + * @param index_pk Input: index of component are we looking at (total matter or cdm+baryons?) + * @param tau Input: conformal time at which we want to do the calculation + * @param pk_nl Output: non linear spectrum at the relevant time + * @param lnpk_l Input: array of log(P(k)_linear) + * @param ddlnpk_l Input: array of second derivative of log(P(k)_linear) wrt k, for spline interpolation + * @param k_nl Output: non-linear wavenumber + * @param nl_corr_not_computable_at_this_k Ouput: flag concerning the status of the calculation (_TRUE_ if not possible) + * @return the error status + */ + +int fourier_halofit( + struct precision *ppr, + struct background *pba, + struct perturbations *ppt, + struct primordial *ppm, + struct fourier *pfo, + int index_pk, + double tau, + double *pk_nl, + double *lnpk_l, + double *ddlnpk_l, + double *k_nl, + short * nl_corr_not_computable_at_this_k + ) { + + double Omega_m,Omega_v,fnu,w, dw_over_da_fld, integral_fld; + + /** Determine non linear ratios (from pk) **/ + + int index_k; + double pk_lin,pk_quasi,pk_halo,rk; + double sigma,rknl,rneff,rncur,d1,d2; + double diff,xlogr1,xlogr2,rmid; + + double gam,a,b,c,xmu,xnu,alpha,beta,f1,f2,f3; + double pk_linaa; + double y; + double f1a,f2a,f3a,f1b,f2b,f3b,frac; + + double * pvecback; + + int last_index=0; + int counter; + double sum1,sum2,sum3; + double anorm; + + double *integrand_array; + int integrand_size; + int index_ia_k; + int index_ia_pk; + int index_ia_sum; + int index_ia_ddsum; + /* + int index_ia_sum2; + int index_ia_ddsum2; + int index_ia_sum3; + int index_ia_ddsum3; + */ + int ia_size; + int index_ia; + + double k_integrand; + double lnpk_integrand; + + double R; + + double * w_and_Omega; + + class_alloc(pvecback,pba->bg_size*sizeof(double),pfo->error_message); + + if ((pfo->has_pk_m == _TRUE_) && (index_pk == pfo->index_pk_m)) { + fnu = pba->Omega0_ncdm_tot/pba->Omega0_m; + } + else if ((pfo->has_pk_cb == _TRUE_) && (index_pk == pfo->index_pk_cb)) { + fnu = 0.; + } + else { + class_stop(pfo->error_message,"P(k) is set neither to total matter nor to cold dark matter + baryons"); + } + + if (pfo->has_pk_eq == _FALSE_) { + + /* default method: compute w(tau) = w_fld(tau), Omega_m(tau) and Omega_v=Omega_DE(tau), all required by HALOFIT fitting formulas */ + + class_call(background_at_tau(pba,tau,long_info,inter_normal,&last_index,pvecback), + pba->error_message, + pfo->error_message); + + Omega_m = pvecback[pba->index_bg_Omega_m]; + Omega_v = 1.-pvecback[pba->index_bg_Omega_m]-pvecback[pba->index_bg_Omega_r]; + /* until v2.9.3 this function was called at a_0=1 instead of a=pvecback[pba->index_bg_a] */ + class_call(background_w_fld(pba,pvecback[pba->index_bg_a],&w,&dw_over_da_fld,&integral_fld), pba->error_message, pfo->error_message); + + } + else { + + /* alternative method called Pk_equal, described in 0810.0190 and + 1601.07230, extending the range of validity of + HALOFIT from constant w to (w0,wa) models. In that + case, some effective values of w(tau_i) and + Omega_m(tau_i) have been pre-computed in the + input module, and we just ned to interpolate + within tabulated arrays, to get them at the + current tau value. */ + + class_alloc(w_and_Omega,pfo->pk_eq_size*sizeof(double),pfo->error_message); + + class_call(array_interpolate_spline( + pfo->pk_eq_tau, + pfo->pk_eq_tau_size, + pfo->pk_eq_w_and_Omega, + pfo->pk_eq_ddw_and_ddOmega, + pfo->pk_eq_size, + tau, + &last_index, + w_and_Omega, + pfo->pk_eq_size, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + w = w_and_Omega[pfo->index_pk_eq_w]; + Omega_m = w_and_Omega[pfo->index_pk_eq_Omega_m]; + Omega_v = 1.-Omega_m; + + free(w_and_Omega); + } + + anorm = 1./(2*pow(_PI_,2)); + + /* Until the 17.02.2015 the values of k used for integrating sigma(R) quantities needed by Halofit where the same as in the perturbation module. + Since then, we sample these integrals on more values, in order to get more precise integrals (thanks Matteo Zennaro for noticing the need for this). + + We create a temporary integrand_array which columns will be: + - k in 1/Mpc + - just linear P(k) in Mpc**3 + - 1/(2(pi**2)) P(k) k**2 exp(-(kR)**2) or 1/(2(pi**2)) P(k) k**2 2 (kR) exp(-(kR)**2) or 1/(2(pi**2)) P(k) k**2 4 (kR)(1-kR) exp(-(kR)**2) + - second derivative of previous line with spline + */ + + index_ia=0; + class_define_index(index_ia_k, _TRUE_,index_ia,1); + class_define_index(index_ia_pk, _TRUE_,index_ia,1); + class_define_index(index_ia_sum, _TRUE_,index_ia,1); + class_define_index(index_ia_ddsum, _TRUE_,index_ia,1); + ia_size = index_ia; + + integrand_size=(int)(log(pfo->k[pfo->k_size-1]/pfo->k[0])/log(10.)*ppr->halofit_k_per_decade)+1; + + class_alloc(integrand_array,integrand_size*ia_size*sizeof(double),pfo->error_message); + + + /* we fill integrand_array with values of k and P(k) using interpolation */ + + last_index=0; + + for (index_k=0; index_k < integrand_size; index_k++) { + + k_integrand=pfo->k[0]*pow(10.,index_k/ppr->halofit_k_per_decade); + + if (index_k ==0 ) { + lnpk_integrand = lnpk_l[0]; + } + else { + + class_call(array_interpolate_spline( + pfo->ln_k, + pfo->k_size, + lnpk_l, + ddlnpk_l, + 1, + log(k_integrand), + &last_index, + &lnpk_integrand, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + integrand_array[index_k*ia_size + index_ia_k] = k_integrand; + integrand_array[index_k*ia_size + index_ia_pk] = exp(lnpk_integrand); + + } + + class_call(background_at_tau(pba,tau,long_info,inter_normal,&last_index,pvecback), + pba->error_message, + pfo->error_message); + + Omega_m = pvecback[pba->index_bg_Omega_m]; + Omega_v = 1.-pvecback[pba->index_bg_Omega_m]-pvecback[pba->index_bg_Omega_r]; + + // for debugging: + //printf("Call Halofit at z=%e\n",1./pvecback[pba->index_bg_a]-1.); + + /* minimum value of R such that the integral giving sigma_R is + converged. The parameter halofit_sigma_precision should be + understood as follows: we trust our calculation of sigma(R) as + long as the integral reaches a value k_max such that the factor + exp(-(Rk_max)**2) is already as low as halofit_sigma_precisio, + shoing that the integreal is converged. In practise this + condition is tested only for R_max, the highest value of R in our + bisection algorithm. Hence a smaller value of + halofit_sigma_precision will lead to a more precise halofit + result at the *highest* redshift at which halofit can make + computations, at the expense of requiring a larger k_max; but + this parameter is not relevant for the precision on P_nl(k,z) at + other redshifts, so there is normally no need to change i + */ + + R=sqrt(-log(ppr->halofit_sigma_precision))/integrand_array[(integrand_size-1)*ia_size + index_ia_k]; + + class_call(fourier_halofit_integrate( + pfo, + integrand_array, + integrand_size, + ia_size, + index_ia_k, + index_ia_pk, + index_ia_sum, + index_ia_ddsum, + R, + halofit_integral_one, + &sum1 + ), + pfo->error_message, + pfo->error_message); + + sigma = sqrt(sum1); + + /* the following error should not stop the code: it will arrive + inevitably at some large redshift, and then the code should not + stop, but just give up computing P_NL(k,z). This is why we have a + special error handling here (using class_test_except and free() + commands to avoid memory leaks, and calling this whole function + not through a class_call) */ + + /* + class_test_except(sigma < 1., + pfo->error_message, + free(pvecback);free(integrand_array), + "Your k_max=%g 1/Mpc is too small for Halofit to find the non-linearity scale z_nl at z=%g. Increase input parameter P_k_max_h/Mpc or P_k_max_1/Mpc", + pfo->k[pfo->k_size-1], + 1./pvecback[pba->index_bg_a]-1.); + */ + + if (sigma < 1.) { + * nl_corr_not_computable_at_this_k = _TRUE_; + free(pvecback); + free(integrand_array); + return _SUCCESS_; + } + else { + * nl_corr_not_computable_at_this_k = _FALSE_; + } + + xlogr1 = log(R)/log(10.); + + /* maximum value of R in the bisection algorithm leading to the + determination of R_nl. For this value we can make a + conservaitive guess: 1/halofit_min_k_nonlinear, where + halofit_min_k_nonlinear is the minimum value of k at which we ask + halofit to give us an estimate of P_nl(k,z). By assumption we + treat all smaller k's as linear, so we know that + sigma(1/halofit_min_k_nonlinear) must be <<1 (and if it is not + the test below will alert us) */ + + R=1./ppr->halofit_min_k_nonlinear; + + /* corresponding value of sigma_R */ + class_call(fourier_halofit_integrate( + pfo, + integrand_array, + integrand_size, + ia_size, + index_ia_k, + index_ia_pk, + index_ia_sum, + index_ia_ddsum, + R, + halofit_integral_one, + &sum1 + ), + pfo->error_message, + pfo->error_message); + + sigma = sqrt(sum1); + + class_test(sigma > 1., + pfo->error_message, + "Your input value for the precision parameter halofit_min_k_nonlinear=%e is too large, such that sigma(R=1/halofit_min_k_nonlinear)=% > 1. For self-consistency, it should have been <1. Decrease halofit_min_k_nonlinear", + ppr->halofit_min_k_nonlinear,sigma); + + xlogr2 = log(R)/log(10.); + + counter = 0; + do { + rmid = pow(10,(xlogr2+xlogr1)/2.0); + counter ++; + + class_call(fourier_halofit_integrate( + pfo, + integrand_array, + integrand_size, + ia_size, + index_ia_k, + index_ia_pk, + index_ia_sum, + index_ia_ddsum, + rmid, + halofit_integral_one, + &sum1 + ), + pfo->error_message, + pfo->error_message); + + sigma = sqrt(sum1); + + diff = sigma - 1.0; + + if (diff > ppr->halofit_tol_sigma){ + xlogr1=log10(rmid); + } + else if (diff < -ppr->halofit_tol_sigma) { + xlogr2 = log10(rmid); + } + + /* The first version of this test woukld let the code continue: */ + /* + class_test_except(counter > _MAX_IT_, + pfo->error_message, + free(pvecback);free(integrand_array), + "could not converge within maximum allowed number of iterations"); + */ + /* ... but in this situation it sounds better to make it stop and return an error! */ + class_test(counter > _MAX_IT_, + pfo->error_message, + "could not converge within maximum allowed number of iterations"); + + } while (fabs(diff) > ppr->halofit_tol_sigma); + + /* evaluate all the other integrals at R=rmid */ + + class_call(fourier_halofit_integrate( + pfo, + integrand_array, + integrand_size, + ia_size, + index_ia_k, + index_ia_pk, + index_ia_sum, + index_ia_ddsum, + rmid, + halofit_integral_two, + &sum2 + ), + pfo->error_message, + pfo->error_message); + + class_call(fourier_halofit_integrate( + pfo, + integrand_array, + integrand_size, + ia_size, + index_ia_k, + index_ia_pk, + index_ia_sum, + index_ia_ddsum, + rmid, + halofit_integral_three, + &sum3 + ), + pfo->error_message, + pfo->error_message); + + sigma = sqrt(sum1); + d1 = -sum2/sum1; + d2 = -sum2*sum2/sum1/sum1 - sum3/sum1; + + rknl = 1./rmid; + rneff = -3.-d1; + rncur = -d2; + + *k_nl = rknl; + + for (index_k = 0; index_k < pfo->k_size; index_k++){ + + rk = pfo->k[index_k]; + + if (rk > ppr->halofit_min_k_nonlinear) { + + pk_lin = exp(lnpk_l[index_k])*pow(pfo->k[index_k],3)*anorm; + + /* in original halofit, this is the beginning of the function halofit() */ + + /*SPB11: Standard halofit underestimates the power on the smallest + * scales by a factor of two. Add an extra correction from the + * simulations in Bird, Viel,Haehnelt 2011 which partially accounts for + * this.*/ + /*SPB14: This version of halofit is an updated version of the fit to the massive neutrinos + * based on the results of Takahashi 2012, (arXiv:1208.2701). + */ + gam=0.1971-0.0843*rneff+0.8460*rncur; + a=1.5222+2.8553*rneff+2.3706*rneff*rneff+0.9903*rneff*rneff*rneff+ 0.2250*rneff*rneff*rneff*rneff-0.6038*rncur+0.1749*Omega_v*(1.+w); + a=pow(10,a); + b=pow(10, (-0.5642+0.5864*rneff+0.5716*rneff*rneff-1.5474*rncur+0.2279*Omega_v*(1.+w))); + c=pow(10, 0.3698+2.0404*rneff+0.8161*rneff*rneff+0.5869*rncur); + xmu=0.; + xnu=pow(10,5.2105+3.6902*rneff); + alpha=fabs(6.0835+1.3373*rneff-0.1959*rneff*rneff-5.5274*rncur); + beta=2.0379-0.7354*rneff+0.3157*pow(rneff,2)+1.2490*pow(rneff,3)+0.3980*pow(rneff,4)-0.1682*rncur + fnu*(1.081 + 0.395*pow(rneff,2)); + + if (fabs(1-Omega_m)>0.01) { /*then omega evolution */ + f1a=pow(Omega_m,(-0.0732)); + f2a=pow(Omega_m,(-0.1423)); + f3a=pow(Omega_m,(0.0725)); + f1b=pow(Omega_m,(-0.0307)); + f2b=pow(Omega_m,(-0.0585)); + f3b=pow(Omega_m,(0.0743)); + frac=Omega_v/(1.-Omega_m); + f1=frac*f1b + (1-frac)*f1a; + f2=frac*f2b + (1-frac)*f2a; + f3=frac*f3b + (1-frac)*f3a; + } + else { + f1=1.; + f2=1.; + f3=1.; + } + + y=(rk/rknl); + pk_halo = a*pow(y,f1*3.)/(1.+b*pow(y,f2)+pow(f3*c*y,3.-gam)); + pk_halo=pk_halo/(1+xmu*pow(y,-1)+xnu*pow(y,-2))*(1+fnu*0.977); + + /* until v2.9.3 pk_halo did contain an additional correction + coming from Simeon Bird: the last factor was + (1+fnu*(0.977-18.015*(pba->Omega0_m-0.3))). It seems that Bird + gave it up later in his CAMB implementation and thus we also + removed it. */ + // rk is in 1/Mpc, 47.48and 1.5 in Mpc**-2, so we need an h**2 here (Credits Antonio J. Cuesta) + pk_linaa=pk_lin*(1+fnu*47.48*pow(rk/pba->h,2)/(1+1.5*pow(rk/pba->h,2))); + pk_quasi=pk_lin*pow((1+pk_linaa),beta)/(1+pk_linaa*alpha)*exp(-y/4.0-pow(y,2)/8.0); + + pk_nl[index_k] = (pk_halo+pk_quasi)/pow(pfo->k[index_k],3)/anorm; + + /* in original halofit, this is the end of the function halofit() */ + } + else { + pk_nl[index_k] = exp(lnpk_l[index_k]); + } + } + + free(pvecback); + free(integrand_array); + return _SUCCESS_; +} + +/** + * Internal routione of Halofit. In original Halofit, this is + * equivalent to the function wint(). It performs convolutions of the + * linear spectrum with two window functions. + * + * @param pfo Input: pointer to non linear structure + * @param integrand_array Input: array with k, P_L(k) values + * @param integrand_size Input: one dimension of that array + * @param ia_size Input: other dimension of that array + * @param index_ia_k Input: index for k + * @param index_ia_pk Input: index for pk + * @param index_ia_sum Input: index for the result + * @param index_ia_ddsum Input: index for its spline + * @param R Input: radius + * @param type Input: which window function to use + * @param sum Output: result of the integral + * @return the error status + */ + +int fourier_halofit_integrate( + struct fourier *pfo, + double * integrand_array, + int integrand_size, + int ia_size, + int index_ia_k, + int index_ia_pk, + int index_ia_sum, + int index_ia_ddsum, + double R, + enum halofit_integral_type type, + double * sum + ) { + + double k,pk,x2,integrand; + int index_k; + double anorm = 1./(2*pow(_PI_,2)); + + for (index_k=0; index_k < integrand_size; index_k++) { + k = integrand_array[index_k*ia_size + index_ia_k]; + pk = integrand_array[index_k*ia_size + index_ia_pk]; + x2 = k*k*R*R; + + integrand = pk*k*k*anorm*exp(-x2); + if (type == halofit_integral_two) integrand *= 2.*x2; + if (type == halofit_integral_three) integrand *= 4.*x2*(1.-x2); + + integrand_array[index_k*ia_size + index_ia_sum] = integrand; + } + + /* fill in second derivatives */ + class_call(array_spline(integrand_array, + ia_size, + integrand_size, + index_ia_k, + index_ia_sum, + index_ia_ddsum, + _SPLINE_NATURAL_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + /* integrate */ + class_call(array_integrate_all_spline(integrand_array, + ia_size, + integrand_size, + index_ia_k, + index_ia_sum, + index_ia_ddsum, + sum, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + return _SUCCESS_; +} + +/** + * Computes the nonlinear correction on the linear power spectrum via + * the method presented in Mead et al. 1505.07833 + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input: pointer to fourier structure + * @param index_pk Input: index of the pk type, either index_m or index_cb + * @param index_tau Input: index of tau, at which to compute the nl correction + * @param tau Input: tau, at which to compute the nl correction + * @param pk_nl Output:nonlinear power spectrum + * @param lnpk_l Input: logarithm of the linear power spectrum for both index_m and index_cb + * @param ddlnpk_l Input: spline of the logarithm of the linear power spectrum for both index_m and index_cb + * @param nl_corr_not_computable_at_this_k Ouput: was the computation doable? + * @param k_nl Output: nonlinear scale for index_m and index_cb + * @param pnw Input/Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode( + struct precision *ppr, + struct background *pba, + struct perturbations *ppt, + struct primordial *ppm, + struct fourier *pfo, + int index_pk, + int index_tau, + double tau, + double *pk_nl, + double **lnpk_l, + double **ddlnpk_l, + double *k_nl, + short * nl_corr_not_computable_at_this_k, + struct fourier_workspace * pnw + ) { + + /* integers */ + int index_mass, i, ng, nsig; + int index_k, index_ncol; + int last_index=0; + int index_pk_cb; + int counter, index_nl; + + int index_nu, index_cut; + int index_y; + int index_ddy; + + /* Background parameters */ + double Omega_m,fnu,Omega0_m; + double z_at_tau; + double rho_crit_today_in_msun_mpc3; + double growth; + double anorm; + + /* temporary numbers */ + double m, r, nu, sig, sigf; + double diff, r1, r2; + + /* HMcode parameters */ + double mmin, mmax, nu_min; + + double sigma_disp, sigma_disp100, sigma8; + double delta_c, Delta_v, Delta_v_0; + double fraction; + + double sigma_nl, nu_nl, r_nl; + double sigma_prime; + double dlnsigdlnR; + double n_eff; + double alpha; + + double z_form, g_form; + + double eta; + double gst, window_nfw; + double nu_cut; + double fac, k_star, fdamp; + double pk_lin, pk_2h, pk_1h; + + /* data fields */ + double * pvecback; + double * conc; + double * mass; + double * sigma_r; + double * sigmaf_r; + double * r_virial; + double * r_real; + double * nu_arr; + + double * p1h_integrand; + + + /** include precision parameters that control the number of entries in the growth and sigma tables */ + ng = ppr->n_hmcode_tables; + nsig = ppr->n_hmcode_tables; + + /** Compute background quantitites today */ + + Omega0_m = pba->Omega0_m; + fnu = pba->Omega0_ncdm_tot/Omega0_m; + + /** If index_pk_cb, choose Omega0_cb as the matter density parameter. + * If index_pk_m, choose Omega0_cbn as the matter density parameter. */ + if (index_pk==pfo->index_pk_cb){ + Omega0_m = Omega0_m - pba->Omega0_ncdm_tot; + } + + anorm = 1./(2*pow(_PI_,2)); + + /** Call all the relevant background parameters at this tau */ + class_alloc(pvecback,pba->bg_size*sizeof(double),pfo->error_message); + + class_call(background_at_tau(pba,tau,long_info,inter_normal,&last_index,pvecback), + pba->error_message, + pfo->error_message); + + Omega_m = pvecback[pba->index_bg_Omega_m];//TBC (i.e. check if for P_cb here we should use Omega_cb) here the total time varying Omega_m is used for delta_c and for Delta_v according to the Mead fit of the Massara simulations. + + growth = pvecback[pba->index_bg_D]; + + z_at_tau = 1./pvecback[pba->index_bg_a]-1.; + + /* The number below is the critical density today, rho_c = 3 * H0^2 / 8*pi*G, in units of M_sun over Mpc^3 */ + rho_crit_today_in_msun_mpc3 = 3.*pow(1.e5*pba->h, 2)/8./_PI_/_G_*_Mpc_over_m_/_M_SUN_; + + free(pvecback); + + /** Test whether pk_cb has to be taken into account (only if we have massive neutrinos)*/ + if (pba->has_ncdm==_TRUE_){ + index_pk_cb = pfo->index_pk_cb; + } + else { + index_pk_cb = index_pk; + } + + + /** Get sigma(R=8 Mpc/h), sigma_disp(R=0), sigma_disp(R=100 Mpc/h) and write them into pfo structure */ + + class_call(fourier_sigmas(pfo, + 8./pba->h, + lnpk_l[index_pk],ddlnpk_l[index_pk], + pfo->k_size_extra, + ppr->sigma_k_per_decade, + out_sigma, + &sigma8), + pfo->error_message, + pfo->error_message); + + class_call(fourier_sigmas(pfo, + 0., + lnpk_l[index_pk],ddlnpk_l[index_pk], + pfo->k_size_extra, + ppr->sigma_k_per_decade, + out_sigma_disp, + &sigma_disp), + pfo->error_message, + pfo->error_message); + + class_call(fourier_sigmas(pfo, + 100./pba->h, + lnpk_l[index_pk],ddlnpk_l[index_pk], + pfo->k_size_extra, + ppr->sigma_k_per_decade, + out_sigma_disp, + &sigma_disp100), + pfo->error_message, + pfo->error_message); + + pnw->sigma_8[index_pk][index_tau] = sigma8; + pnw->sigma_disp[index_pk][index_tau] = sigma_disp; + pnw->sigma_disp_100[index_pk][index_tau] = sigma_disp100; + + /** Initialisation steps for the 1-Halo Power Integral */ + mmin=ppr->mmin_for_p1h_integral/pba->h; //Minimum mass for integration; (unit conversion from m[Msun/h] to m[Msun] ) + mmax=ppr->mmax_for_p1h_integral/pba->h; //Maximum mass for integration; + + class_alloc(mass,ppr->nsteps_for_p1h_integral*sizeof(double),pfo->error_message); + class_alloc(r_real,ppr->nsteps_for_p1h_integral*sizeof(double),pfo->error_message); + class_alloc(r_virial,ppr->nsteps_for_p1h_integral*sizeof(double),pfo->error_message); + class_alloc(sigma_r,ppr->nsteps_for_p1h_integral*sizeof(double),pfo->error_message); + class_alloc(sigmaf_r,ppr->nsteps_for_p1h_integral*sizeof(double),pfo->error_message); + class_alloc(nu_arr,ppr->nsteps_for_p1h_integral*sizeof(double),pfo->error_message); + + // Linear theory density perturbation threshold for spherical collapse + delta_c = 1.59+0.0314*log(sigma8); //Mead et al. (2015; arXiv 1505.07833) + delta_c = delta_c*(1.+0.0123*log10(Omega_m)); //Nakamura & Suto (1997) fitting formula for LCDM models (as in Mead 2016) + delta_c = delta_c*(1.+0.262*fnu); //Mead et al. (2016; arXiv 1602.02154) neutrino addition + + Delta_v_0 = 418.; + + // Correct the LCDM virialized overdensity + if (pba->has_smg) { + class_call( + fourier_hmcode_Delta_v_0_smg( + pba, + z_at_tau, + & Delta_v_0 + ), + pfo->error_message, pfo->error_message); + }; + + // virialized overdensity + Delta_v=Delta_v_0*pow(Omega_m, -0.352); //Mead et al. (2015; arXiv 1505.07833) + Delta_v=Delta_v*(1.+0.916*fnu); //Mead et al. (2016; arXiv 1602.02154) neutrino addition + + // mass or radius fraction respectively + fraction = pow(0.01, 1./3.); + + /* Fill the arrays needed for the P1H Integral: mass, r_real, r_virial, nu_arr, sigma_r, sigmaf_r + * The P1H Integral is an integral over nu=delta_c/sigma(M), where M is connected to R via R=(3M)/(4*pi*rho_m). + * The Integrand is M*Window^2{nu(M)*k, Rv(M), c(M)}*f(nu) with the window being the fouriertransformed + * NFW profile, Rv = R/Delta_v^(1/3) and Sheth-Thormen halo mass function f. + * The halo concentration-mass-relation c(M) will be found later. */ + + for (index_mass=0;index_massnsteps_for_p1h_integral;index_mass++){ + + m = exp(log(mmin)+log(mmax/mmin)*(index_mass)/(ppr->nsteps_for_p1h_integral-1)); + r = pow((3.*m/(4.*_PI_*rho_crit_today_in_msun_mpc3*Omega0_m)), (1./3.)); + mass[index_mass] = m; + r_real[index_mass] = r; + r_virial[index_mass] = r_real[index_mass]/pow(Delta_v, 1./3.); + + class_call(array_interpolate_spline(pnw->rtab, + nsig, + pnw->stab, + pnw->ddstab, + 1, + r, + &last_index, + &sig, + 1, + pfo->error_message), + pfo->error_message, pfo->error_message); + + class_call(array_interpolate_spline(pnw->rtab, + nsig, + pnw->stab, + pnw->ddstab, + 1, + r*fraction, + &last_index, + &sigf, + 1, + pfo->error_message), + pfo->error_message, pfo->error_message); + + nu=delta_c/sig; + sigma_r[index_mass] = sig; + sigmaf_r[index_mass] = sigf; + nu_arr[index_mass] = nu; + } + + /** find nonlinear scales k_nl and r_nl and the effective spectral index n_eff */ + nu_nl = 1.; + nu_min = nu_arr[0]; + + /* stop calculating the nonlinear correction if the nonlinear scale is not reached in the table: */ + if (nu_min > nu_nl) { + if (pfo->fourier_verbose>0) fprintf(stdout, " -> [WARNING:] the minimum mass in the mass-table is too large to find the nonlinear scale at this redshift.\n Decrease mmin_for_p1h_integral\n"); + * nl_corr_not_computable_at_this_k = _TRUE_; + free(mass); + free(r_real); + free(r_virial); + free(sigma_r); + free(sigmaf_r); + free(nu_arr); + return _SUCCESS_; + } + + /* make a first guess for the nonlinear scale */ + class_call_except(array_interpolate_two_arrays_one_column( + nu_arr, + r_real, + 1, + 0, + ppr->nsteps_for_p1h_integral, + nu_nl, + &r_nl, + pfo->error_message), + pfo->error_message, pfo->error_message, + free(mass); free(r_real); free(r_virial); free(sigma_r); free(sigmaf_r); free(nu_arr);); + + class_call(array_search_bisect(ppr->nsteps_for_p1h_integral,nu_arr,nu_nl,&index_nl,pfo->error_message), pfo->error_message, pfo->error_message); + + r1 = r_real[index_nl-1]; + r2 = r_real[index_nl+2]; + + /* // for debugging: (if it happens that r_nl is not between r1 and r2, which should never be the case) + fprintf(stdout, "%e %e %e %e\n", r1, nu_arr[index_nl-1], r2, nu_arr[index_nl+2]); + */ + + /* do bisectional iteration between r1 and r2 to find the precise value of r_nl */ + counter = 0; + do { + r_nl = (r1+r2)/2.; + counter ++; + + class_call(fourier_sigmas(pfo, + r_nl, + lnpk_l[index_pk_cb],ddlnpk_l[index_pk_cb], + pfo->k_size_extra, + ppr->sigma_k_per_decade, + out_sigma, + &sigma_nl), + pfo->error_message, pfo->error_message); + + diff = sigma_nl - delta_c; + + if (diff > ppr->hmcode_tol_sigma){ + r1=r_nl; + } + else if (diff < -ppr->hmcode_tol_sigma) { + r2 = r_nl; + } + + class_test(counter > _MAX_IT_, + pfo->error_message, + "could not converge within maximum allowed number of iterations"); + + } while (fabs(diff) > ppr->hmcode_tol_sigma); + + if (pfo->fourier_verbose>5){ + fprintf(stdout, "number of iterations for r_nl at z = %e: %d\n", z_at_tau, counter); + } + *k_nl = 1./r_nl; + + if (*k_nl > pfo->k[pfo->k_size-1]) { + * nl_corr_not_computable_at_this_k = _TRUE_; + free(mass); + free(r_real); + free(r_virial); + free(sigma_r); + free(sigmaf_r); + free(nu_arr); + return _SUCCESS_; + } + else { + * nl_corr_not_computable_at_this_k = _FALSE_; + } + + /* call sigma_prime function at r_nl to find the effective spectral index n_eff */ + + class_call(fourier_sigmas(pfo, + r_nl, + lnpk_l[index_pk_cb],ddlnpk_l[index_pk_cb], + pfo->k_size_extra, + ppr->sigma_k_per_decade, + out_sigma_prime, + &sigma_prime), + pfo->error_message, + pfo->error_message); + + dlnsigdlnR = r_nl*pow(sigma_nl, -2)*sigma_prime; + n_eff = -3.- dlnsigdlnR; + alpha = 3.24*pow(1.85, n_eff); + + pnw->sigma_prime[index_pk][index_tau] = sigma_prime; + + /** Calculate halo concentration-mass relation conc(mass) (Bullock et al. 2001) */ + class_alloc(conc,ppr->nsteps_for_p1h_integral*sizeof(double),pfo->error_message); + + for (index_mass=0;index_massnsteps_for_p1h_integral;index_mass++){ + //find growth rate at formation + g_form = delta_c*growth/sigmaf_r[index_mass]; + if (g_form > 1.) g_form = 1.; + /** Here we correct the formation growth for extreme models where it is + g_form is very little and outside the precumputed table. */ + if ((pba->has_smg == _TRUE_) && (g_form < pnw->growtable[0])) + g_form = pnw->growtable[0]; + + // + class_call(array_interpolate_two_arrays_one_column( + pnw->growtable, + pnw->ztable, + 1, + 0, + ng, + g_form, + &z_form, + pfo->error_message), + pfo->error_message, pfo->error_message); + if (z_form < z_at_tau){ + conc[index_mass] = pfo->c_min; + } else { + conc[index_mass] = pfo->c_min*(1.+z_form)/(1.+z_at_tau)*pnw->dark_energy_correction; + } + } + + + /** Compute the nonlinear correction */ + eta = pfo->eta_0 - 0.3*sigma8; // halo bloating parameter + k_star=0.584/sigma_disp; // Damping wavenumber of the 1-halo term at very large scales; + fdamp = 0.0095*pow(sigma_disp100*pba->h, 1.37); // Damping factor for 2-halo term + if (fdamp<1.e-3) fdamp=1.e-3; + if (fdamp>0.99) fdamp=0.99; + + /* the 1h integral contains the halo mass function proportional to exp(-nu^2). + * To save time, the integration loop cuts, when nu exceeds a large value, + * where the integrand is 0 anyhow. This cut index is found here. */ + nu_cut = 10.; + if (nu_cut < nu_arr[ppr->nsteps_for_p1h_integral-1]){ + class_call(array_search_bisect(ppr->nsteps_for_p1h_integral,nu_arr,nu_cut,&index_cut,pfo->error_message), pfo->error_message, pfo->error_message); + } + else { + index_cut = ppr->nsteps_for_p1h_integral; + } + + i=0; + index_nu=i; + i++; + index_y=i; + i++; + index_ddy=i; + i++; + index_ncol=i; + + for (index_k = 0; index_k < pfo->k_size; index_k++){ + + class_alloc(p1h_integrand,index_cut*index_ncol*sizeof(double),pfo->error_message); + + pk_lin = exp(lnpk_l[index_pk][index_k])*pow(pfo->k[index_k],3)*anorm; //convert P_k to Delta_k^2 + + for (index_mass=0; index_massk[index_k], + r_virial[index_mass], + conc[index_mass], + &window_nfw), + pfo->error_message, pfo->error_message); + //get the value of the halo mass function + class_call(fourier_hmcode_halomassfunction( + nu_arr[index_mass], + &gst), + pfo->error_message, pfo->error_message); + + p1h_integrand[index_mass*index_ncol+index_nu] = nu_arr[index_mass]; + + p1h_integrand[index_mass*index_ncol+index_y] = mass[index_mass]*gst*pow(window_nfw, 2.); + //if ((tau==pba->conformal_age) && (index_k == 0)) { + //fprintf(stdout, "%d %e %e\n", index_cut, p1h_integrand[index_mass*index_ncol+index_nu], p1h_integrand[index_mass*index_ncol+index_y]); + //} + } + class_call(array_spline(p1h_integrand, + index_ncol, + index_cut, + index_nu, + index_y, + index_ddy, + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + class_call(array_integrate_all_trapzd_or_spline( + p1h_integrand, + index_ncol, + index_cut, + index_cut-1, //0 or n-1 + index_nu, + index_y, + index_ddy, + &pk_1h, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + + if (pow(pfo->k[index_k]/k_star, 2)>7.){ + fac = 0.; //prevents problems if (k/k*)^2 is large + } + else{ + fac=exp(-pow((pfo->k[index_k]/k_star), 2.)); + } + + pk_1h = pk_1h*anorm*pow(pfo->k[index_k],3)*(1.-fac)/(rho_crit_today_in_msun_mpc3*Omega0_m); // dimensionless power + + if (fdamp==0){ + pk_2h=pk_lin; + }else{ + pk_2h=pk_lin*(1.-fdamp*pow(tanh(pfo->k[index_k]*sigma_disp/sqrt(fdamp)), 2.)); //dimensionless power + } + if (pk_2h<0.) pk_2h=0.; + pk_nl[index_k] = pow((pow(pk_1h, alpha) + pow(pk_2h, alpha)), (1./alpha))/pow(pfo->k[index_k],3)/anorm; //converted back to P_k + + free(p1h_integrand); + } + + // print parameter values + if ((pfo->fourier_verbose > 1 && tau==pba->conformal_age) || pfo->fourier_verbose > 3){ + fprintf(stdout, " -> Parameters at redshift z = %e:\n", z_at_tau); + fprintf(stdout, " fnu: %e\n", fnu); + fprintf(stdout, " sigd [Mpc/h]: %e\n", sigma_disp*pba->h); + fprintf(stdout, " sigd100 [Mpc/h]: %e\n", sigma_disp100*pba->h); + fprintf(stdout, " sigma8: %e\n", sigma8); + fprintf(stdout, " nu min: %e\n", nu_arr[0]); + fprintf(stdout, " nu max: %e\n", nu_arr[ppr->nsteps_for_p1h_integral-1]); + fprintf(stdout, " r_v min [Mpc/h]: %e\n", r_virial[0]*pba->h); + fprintf(stdout, " r_v max [Mpc/h]: %e\n", r_virial[ppr->nsteps_for_p1h_integral-1]*pba->h); + fprintf(stdout, " r_nl [Mpc/h]: %e\n", r_nl*pba->h); + fprintf(stdout, " k_nl [h/Mpc]: %e\n", *k_nl/pba->h); + fprintf(stdout, " sigma_nl: %e\n", sigma_nl/delta_c); + fprintf(stdout, " neff: %e\n", n_eff); + fprintf(stdout, " c min: %e\n", conc[ppr->nsteps_for_p1h_integral-1]); + fprintf(stdout, " c max: %e\n", conc[0]); + fprintf(stdout, " Dv: %e\n", Delta_v); + fprintf(stdout, " dc: %e\n", delta_c); + fprintf(stdout, " eta: %e\n", eta); + fprintf(stdout, " k*: %e\n", k_star/pba->h); + fprintf(stdout, " Abary: %e\n", pfo->c_min); + fprintf(stdout, " fdamp: %e\n", fdamp); + fprintf(stdout, " alpha: %e\n", alpha); + fprintf(stdout, " ksize, kmin, kmax: %d, %e, %e\n", pfo->k_size, pfo->k[0]/pba->h, pfo->k[pfo->k_size-1]/pba->h); + + } + + free(conc); + free(mass); + free(r_real); + free(r_virial); + free(sigma_r); + free(sigmaf_r); + free(nu_arr); + + return _SUCCESS_; +} + +/** + * allocate and fill arrays of nonlinear workspace (currently used only by HMcode) + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param pnw Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_workspace_init( + struct precision *ppr, + struct background *pba, + struct fourier *pfo, + struct fourier_workspace * pnw + ){ + + int ng; + int index_pk; + + /** - allocate arrays of the nonlinear workspace */ + + class_alloc(pnw->rtab,ppr->n_hmcode_tables*sizeof(double),pfo->error_message); + class_alloc(pnw->stab,ppr->n_hmcode_tables*sizeof(double),pfo->error_message); + class_alloc(pnw->ddstab,ppr->n_hmcode_tables*sizeof(double),pfo->error_message); + + ng = ppr->n_hmcode_tables; + + class_alloc(pnw->growtable,ng*sizeof(double),pfo->error_message); + class_alloc(pnw->ztable,ng*sizeof(double),pfo->error_message); + class_alloc(pnw->tautable,ng*sizeof(double),pfo->error_message); + + class_alloc(pnw->sigma_8,pfo->pk_size*sizeof(double *),pfo->error_message); + class_alloc(pnw->sigma_disp,pfo->pk_size*sizeof(double *),pfo->error_message); + class_alloc(pnw->sigma_disp_100,pfo->pk_size*sizeof(double *),pfo->error_message); + class_alloc(pnw->sigma_prime,pfo->pk_size*sizeof(double *),pfo->error_message); + + for (index_pk=0; index_pkpk_size; index_pk++){ + class_alloc(pnw->sigma_8[index_pk],pfo->tau_size*sizeof(double),pfo->error_message); + class_alloc(pnw->sigma_disp[index_pk],pfo->tau_size*sizeof(double),pfo->error_message); + class_alloc(pnw->sigma_disp_100[index_pk],pfo->tau_size*sizeof(double),pfo->error_message); + class_alloc(pnw->sigma_prime[index_pk],pfo->tau_size*sizeof(double),pfo->error_message); + } + + /** - fill table with scale independent growth factor */ + + class_call(fourier_hmcode_fill_growtab(ppr,pba,pfo,pnw), + pfo->error_message, + pfo->error_message); + + return _SUCCESS_; +} + +/** + * deallocate arrays in the nonlinear worksapce (currently used only + * by HMcode) + * + * @param pfo Input: pointer to fourier structure + * @param pnw Input: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_workspace_free( + struct fourier *pfo, + struct fourier_workspace * pnw + ) { + int index_pk; + + free(pnw->rtab); + free(pnw->stab); + free(pnw->ddstab); + + free(pnw->growtable); + free(pnw->ztable); + free(pnw->tautable); + + for (index_pk=0; index_pkpk_size; index_pk++){ + free(pnw->sigma_8[index_pk]); + free(pnw->sigma_disp[index_pk]); + free(pnw->sigma_disp_100[index_pk]); + free(pnw->sigma_prime[index_pk]); + } + + free(pnw->sigma_8); + free(pnw->sigma_disp); + free(pnw->sigma_disp_100); + free(pnw->sigma_prime); + + return _SUCCESS_; +} + +/** + * set the HMcode dark energy correction (if w is not -1) + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param pnw Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_dark_energy_correction( + struct precision *ppr, + struct background *pba, + struct fourier *pfo, + struct fourier_workspace * pnw + ) { + + int last_index; + double * pvecback; + double tau_growth; + double g_lcdm,g_wcdm; + double w0,dw_over_da_fld,integral_fld; + + /** - if there is dynamical Dark Energy (w is not -1) modeled as a fluid */ + + if (pba->has_fld==_TRUE_){ + + class_alloc(pvecback,pba->bg_size*sizeof(double),pfo->error_message); + + class_call(background_tau_of_z( + pba, + pfo->z_infinity, + &tau_growth + ), + pba->error_message, + pfo->error_message); + + class_call(background_at_tau(pba,tau_growth,long_info,inter_normal,&last_index,pvecback), + pba->error_message, + pfo->error_message); + + class_call(background_w_fld(pba,1.,&w0,&dw_over_da_fld,&integral_fld), + pba->error_message, + pfo->error_message); + + class_call(fourier_hmcode_growint(ppr,pba,pfo,1./(1.+pfo->z_infinity),-1.,0.,&g_lcdm), + pfo->error_message, pfo->error_message); + + class_call(fourier_hmcode_growint(ppr,pba,pfo,1./(1.+pfo->z_infinity),w0,dw_over_da_fld*(-1.),&g_wcdm), + pfo->error_message, + pfo->error_message); + + free(pvecback); + + pnw->dark_energy_correction = pow(g_wcdm/g_lcdm, 1.5); + } + + /** - otherwise, we assume no dynamical Dark Energy (w is -1) */ + + else { + pnw->dark_energy_correction = 1.; + } + + return _SUCCESS_; +} + +/** + * set the HMcode baryonic feedback parameters according to the chosen feedback model + * + * @param pfo Output: pointer to fourier structure + * @return the error status + */ + +int fourier_hmcode_baryonic_feedback( + struct fourier *pfo + ) { + + switch (pfo->feedback) { + + case nl_emu_dmonly: + { + pfo->eta_0 = 0.603; + pfo->c_min = 3.13; + break; + } + + case nl_owls_dmonly: + { + pfo->eta_0 = 0.64; + pfo->c_min = 3.43; + break; + } + + case nl_owls_ref: + { + pfo->eta_0 = 0.68; + pfo->c_min = 3.91; + break; + } + + case nl_owls_agn: + { + pfo->eta_0 = 0.76; + pfo->c_min = 2.32; + break; + } + + case nl_owls_dblim: + { + pfo->eta_0 = 0.70; + pfo->c_min = 3.01; + break; + } + + case nl_user_defined: + { + /* eta_0 and c_min already passed in input */ + break; + } + } + return _SUCCESS_; +} + +/** + * Function that fills pnw->rtab, pnw->stab and pnw->ddstab with (r, + * sigma, ddsigma) logarithmically spaced in r. Called by + * fourier_init at for all tau to account for scale-dependant growth + * before fourier_hmcode is called + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input: pointer to fourier structure + * @param index_tau Input: index of tau, at which to compute the nl correction + * @param lnpk_l Input: logarithm of the linear power spectrum for either index_m or index_cb + * @param ddlnpk_l Input: spline of the logarithm of the linear power spectrum for either index_m or index_cb + * @param pnw Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_fill_sigtab( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct primordial * ppm, + struct fourier * pfo, + int index_tau, + double *lnpk_l, + double *ddlnpk_l, + struct fourier_workspace * pnw + ) { + + double r; + double rmin, rmax; + double sig; + double * sigtab; + int i, index_r, index_sig, index_ddsig, index_n, nsig; + + rmin = ppr->rmin_for_sigtab/pba->h; + rmax = ppr->rmax_for_sigtab/pba->h; + nsig = ppr->n_hmcode_tables; + + i=0; + index_r=i; + i++; + index_sig=i; + i++; + index_ddsig=i; + i++; + index_n=i; + + class_alloc((sigtab),(nsig*index_n*sizeof(double)),pfo->error_message); + + for (i=0;ik_size_extra, + ppr->sigma_k_per_decade, + out_sigma, + &sig), + pfo->error_message, + pfo->error_message); + + sigtab[i*index_n+index_r]=r; + sigtab[i*index_n+index_sig]=sig; + } + + class_call(array_spline(sigtab, + index_n, + nsig, + index_r, + index_sig, + index_ddsig, + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + if (index_tau == pfo->tau_size-1){ + for (i=0;irtab[i] = sigtab[i*index_n+index_r]; + pnw->stab[i] = sigtab[i*index_n+index_sig]; + pnw->ddstab[i] = sigtab[i*index_n+index_ddsig]; + } + } + else{ + for (i=0;istab[i] = sigtab[i*index_n+index_sig]; + pnw->ddstab[i] = sigtab[i*index_n+index_ddsig]; + } + } + + free(sigtab); + + return _SUCCESS_; +} + + +/** + * Function that fills pnw->tautable and pnw->growtable with (tau, D(tau)) + * linearly spaced in scalefactor a. + * Called by fourier_init at before the loop over tau + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure (will provide the scale independent growth factor) + * @param pfo Input/Output: pointer to fourier structure + * @param pnw Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_fill_growtab( + struct precision * ppr, + struct background * pba, + struct fourier * pfo, + struct fourier_workspace * pnw + ){ + + double z, ainit, amax, scalefactor, tau_growth; + int index_scalefactor, last_index, ng; + double * pvecback; + + ng = ppr->n_hmcode_tables; + ainit = ppr->ainit_for_growtab; + amax = ppr->amax_for_growtab; + + last_index = 0; + + class_alloc(pvecback,pba->bg_size*sizeof(double),pfo->error_message); + + for (index_scalefactor=0;index_scalefactorztable[index_scalefactor] = z; + + class_call(background_tau_of_z( + pba, + z, + &tau_growth + ), + pba->error_message, pfo->error_message); + + pnw->tautable[index_scalefactor] = tau_growth; + + class_call(background_at_tau(pba,tau_growth,long_info,inter_normal,&last_index,pvecback), + pba->error_message, + pfo->error_message); + + pnw->growtable[index_scalefactor] = pvecback[pba->index_bg_D]; + + } + + free(pvecback); + + return _SUCCESS_; +} + +/** + * This function finds the scale independent growth factor by + * integrating the approximate relation d(lnD)/d(lna) = + * Omega_m(z)^gamma by Linder & Cahn 2007 + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param a Input: scalefactor + * @param w0 Input: dark energy equation of state today + * @param wa Input: dark energy equation of state varying with a: w=w0+(1-a)wa + * @param growth Output: scale independent growth factor at a + * @return the error status + */ + +int fourier_hmcode_growint( + struct precision * ppr, + struct background * pba, + struct fourier * pfo, + double a, + double w0, + double wa, + double * growth + ){ + + double z, ainit, amax, scalefactor, gamma, X_de, Hubble2, Omega_m; + int i, index_scalefactor, index_a, index_growth, index_ddgrowth, index_gcol, ng; // index_scalefactor is a running index while index_a is a column index + double * pvecback; + double * integrand; + + ng = 1024; // number of growth values (stepsize of the integral), should not be hardcoded and replaced by a precision parameter + ainit = a; + amax = 1.; + + i=0; + index_a = i; + i++; + index_growth = i; + i++; + index_ddgrowth = i; + i++; + index_gcol = i; + + class_alloc(integrand,ng*index_gcol*sizeof(double),pfo->error_message); + class_alloc(pvecback,pba->bg_size*sizeof(double),pfo->error_message); + + if (ainit == amax) { + *growth = 1.; + } + else { + + for (index_scalefactor=0;index_scalefactorOmega0_m*pow((1.+z), 3.) + pba->Omega0_k*pow((1.+z), 2.) + pba->Omega0_de*X_de); + Omega_m = (pba->Omega0_m*pow((1.+z), 3.))/Hubble2; + /* Samuel brieden: TBC: check that the matching between the + background quantity and this fitting formula improves by + using Omega_cb (as it is done in background). Carefull: + Hubble remains with Omega0_m */ + + if (w0 == -1.){ + gamma = 0.55; + } + else if (w0 < -1.){ + gamma = 0.55+0.02*(1+w0); + } + else { + gamma = 0.55+0.05*(1+w0); + } + integrand[index_scalefactor*index_gcol+index_a] = scalefactor; + integrand[index_scalefactor*index_gcol+index_growth]= -pow(Omega_m, gamma)/scalefactor; + } + + class_call(array_spline(integrand, + index_gcol, + ng, + index_a, + index_growth, + index_ddgrowth, + _SPLINE_EST_DERIV_, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + class_call(array_integrate_all_trapzd_or_spline(integrand, + index_gcol, + ng, + 0, //ng-1, + index_a, + index_growth, + index_ddgrowth, + growth, + pfo->error_message), + pfo->error_message, + pfo->error_message); + + *growth = exp(*growth); + + } + //fprintf(stdout, "%e %e \n", a, *growth); + free(pvecback); + free(integrand); + + return _SUCCESS_; +} + +/** + * This is the fourier transform of the NFW density profile. + * + * @param pfo Input: pointer to fourier structure + * @param k Input: wave vector + * @param rv Input: virial radius + * @param c Input: concentration = rv/rs (with scale radius rs) + * @param window_nfw Output: Window Function of the NFW profile + * @return the error status + */ + +int fourier_hmcode_window_nfw( + struct fourier * pfo, + double k, + double rv, + double c, + double *window_nfw + ){ + double si1, si2, ci1, ci2, ks; + double p1, p2, p3; + + ks = k*rv/c; + + class_call(sine_integral( + ks*(1.+c), + &si2, + pfo->error_message + ), + pfo->error_message, pfo->error_message); + + class_call(sine_integral( + ks, + &si1, + pfo->error_message + ), + pfo->error_message, pfo->error_message); + + class_call(cosine_integral( + ks*(1.+c), + &ci2, + pfo->error_message + ), + pfo->error_message, pfo->error_message); + + class_call(cosine_integral( + ks, + &ci1, + pfo->error_message + ), + pfo->error_message, pfo->error_message); + + p1=cos(ks)*(ci2-ci1); + p2=sin(ks)*(si2-si1); + p3=sin(ks*c)/(ks*(1.+c)); + + *window_nfw=p1+p2-p3; + *window_nfw=*window_nfw/(log(1.+c)-c/(1.+c)); + + return _SUCCESS_; +} + +/** + * This is the Sheth-Tormen halo mass function (1999, MNRAS, 308, 119) + * + * @param nu Input: the \f$ \nu \f$ parameter that depends on the halo mass via \f$ \nu(M) = \delta_c/\sigma(M) \f$ + * @param hmf Output: Value of the halo mass function at this \f$ \nu \f$ + * @return the error status + */ + +int fourier_hmcode_halomassfunction( + double nu, + double * hmf + ){ + + double p, q, A; + + p=0.3; + q=0.707; + A=0.21616; + + *hmf=A*(1.+(pow(q*nu*nu, -p)))*exp(-q*nu*nu/2.); + + return _SUCCESS_; +} + +/** + * Compute sigma8(z) + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param z Input: redshift + * @param sigma_8 Output: sigma8(z) + * @param sigma_8_cb Output: sigma8_cb(z) + * @param pnw Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_sigma8_at_z( + struct background *pba, + struct fourier * pfo, + double z, + double * sigma_8, + double * sigma_8_cb, + struct fourier_workspace * pnw + ) { + + double tau; + + class_call(background_tau_of_z(pba, + z, + &tau), + pba->error_message, + pfo->error_message); + + if (pfo->tau_size == 1) { + *sigma_8 = pnw->sigma_8[pfo->index_pk_m][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pnw->sigma_8[pfo->index_pk_m], + 1, + pfo->tau_size, + tau, + sigma_8, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + + if (pba->has_ncdm == _TRUE_){ + + if (pfo->tau_size == 1) { + *sigma_8_cb = pnw->sigma_8[pfo->index_pk_cb][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pnw->sigma_8[pfo->index_pk_cb], + 1, + pfo->tau_size, + tau, + sigma_8_cb, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + } + else{ + *sigma_8_cb = *sigma_8; + } + + + + return _SUCCESS_; +} + +/** + * Compute sigmadisp(z) + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param z Input: redshift + * @param sigma_disp Output: sigmadisp(z) + * @param sigma_disp_cb Output: sigmadisp_cb(z) + * @param pnw Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_sigmadisp_at_z( + struct background *pba, + struct fourier * pfo, + double z, + double * sigma_disp, + double * sigma_disp_cb, + struct fourier_workspace * pnw + ) { + + double tau; + + class_call(background_tau_of_z(pba, + z, + &tau), + pba->error_message, + pfo->error_message); + + if (pfo->tau_size == 1) { + *sigma_disp = pnw->sigma_disp[pfo->index_pk_m][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pnw->sigma_disp[pfo->index_pk_m], + 1, + pfo->tau_size, + tau, + sigma_disp, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + if (pba->has_ncdm == _TRUE_){ + + if (pfo->tau_size == 1) { + *sigma_disp_cb = pnw->sigma_disp[pfo->index_pk_cb][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pnw->sigma_disp[pfo->index_pk_cb], + 1, + pfo->tau_size, + tau, + sigma_disp_cb, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + } + else{ + *sigma_disp_cb = *sigma_disp; + } + + + + return _SUCCESS_; +} + +/** + * Compute sigmadisp100(z) + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param z Input: redshift + * @param sigma_disp_100 Output: sigmadisp100(z) + * @param sigma_disp_100_cb Output: sigmadisp100_cb(z) + * @param pnw Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_sigmadisp100_at_z( + struct background *pba, + struct fourier * pfo, + double z, + double * sigma_disp_100, + double * sigma_disp_100_cb, + struct fourier_workspace * pnw + ) { + + double tau; + + class_call(background_tau_of_z(pba, + z, + &tau), + pba->error_message, + pfo->error_message); + + if (pfo->tau_size == 1) { + *sigma_disp_100 = pnw->sigma_disp_100[pfo->index_pk_m][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pnw->sigma_disp_100[pfo->index_pk_m], + 1, + pfo->tau_size, + tau, + sigma_disp_100, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + if (pba->has_ncdm == _TRUE_){ + + if (pfo->tau_size == 1) { + *sigma_disp_100_cb = pnw->sigma_disp_100[pfo->index_pk_cb][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pnw->sigma_disp_100[pfo->index_pk_cb], + 1, + pfo->tau_size, + tau, + sigma_disp_100_cb, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + } + else{ + *sigma_disp_100_cb = *sigma_disp_100; + } + + + return _SUCCESS_; +} + +/** + * Compute sigma'(z) + * + * @param pba Input: pointer to background structure + * @param pfo Input: pointer to fourier structure + * @param z Input: redshift + * @param sigma_prime Output: sigma'(z) + * @param sigma_prime_cb Output: sigma'_cb(z) + * @param pnw Output: pointer to nonlinear workspace + * @return the error status + */ + +int fourier_hmcode_sigmaprime_at_z( + struct background *pba, + struct fourier * pfo, + double z, + double * sigma_prime, + double * sigma_prime_cb, + struct fourier_workspace * pnw + ) { + + double tau; + + class_call(background_tau_of_z(pba, + z, + &tau), + pba->error_message, + pfo->error_message); + + if (pfo->tau_size == 1) { + *sigma_prime = pnw->sigma_prime[pfo->index_pk_m][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pnw->sigma_prime[pfo->index_pk_m], + 1, + pfo->tau_size, + tau, + sigma_prime, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + if (pba->has_ncdm == _TRUE_){ + + if (pfo->tau_size == 1) { + *sigma_prime_cb = pnw->sigma_prime[pfo->index_pk_cb][0]; + } + else { + class_call(array_interpolate_two(pfo->tau, + 1, + 0, + pnw->sigma_prime[pfo->index_pk_cb], + 1, + pfo->tau_size, + tau, + sigma_prime_cb, + 1, + pfo->error_message), + pfo->error_message, + pfo->error_message); + } + + } + else{ + *sigma_prime_cb = *sigma_prime; + } + + + return _SUCCESS_; +} diff --git a/source/harmonic.c b/source/harmonic.c new file mode 100644 index 00000000..670834e9 --- /dev/null +++ b/source/harmonic.c @@ -0,0 +1,1729 @@ +/** @file harmonic.c Documented harmonic module + * + * Julien Lesgourgues, 1.11.2019 + * + * This module computes the harmonic power spectra \f$ C_l^{X} \f$'s + * given the transfer functions and the primordial spectra. + * + * The following functions can be called from other modules: + * + * -# harmonic_init() at the beginning (but after transfer_init()) + * -# harmonic_cl_at_l() at any time for computing individual \f$ C_l \f$'s at any l + * -# harmonic_free() at the end + */ + +#include "harmonic.h" +#include "parallel.h" + +/** + * Anisotropy power spectra \f$ C_l\f$'s for all types, modes and initial conditions. + * This routine evaluates all the \f$C_l\f$'s at a given value of l by + * interpolating in the pre-computed table. When relevant, it also + * sums over all initial conditions for each mode, and over all modes. + * + * This function can be + * called from whatever module at whatever time, provided that + * harmonic_init() has been called before, and harmonic_free() has not + * been called yet. + * + * @param phr Input: pointer to harmonic structure (containing pre-computed table) + * @param l Input: multipole number + * @param cl_tot Output: total \f$C_l\f$'s for all types (TT, TE, EE, etc..) + * @param cl_md Output: \f$C_l\f$'s for all types (TT, TE, EE, etc..) decomposed mode by mode (scalar, tensor, ...) when relevant + * @param cl_md_ic Output: \f$C_l\f$'s for all types (TT, TE, EE, etc..) decomposed by pairs of initial conditions (adiabatic, isocurvatures) for each mode (usually, only for the scalar mode) when relevant + * @return the error status + */ + +int harmonic_cl_at_l( + struct harmonic * phr, + double l, + double * cl_tot, /* array with argument cl_tot[index_ct] (must be already allocated) */ + double * * cl_md, /* array with argument cl_md[index_md][index_ct] (must be already allocated only if several modes) */ + double * * cl_md_ic /* array with argument cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct] (must be already allocated for a given mode only if several ic's) */ + ) { + + /** Summary: */ + + /** - define local variables */ + + int last_index; + int index_md; + int index_ic1,index_ic2,index_ic1_ic2; + int index_ct; + + /** - (a) treat case in which there is only one mode and one initial condition. + Then, only cl_tot needs to be filled. */ + + if ((phr->md_size == 1) && (phr->ic_size[0] == 1)) { + index_md = 0; + if ((int)l <= phr->l[phr->l_size[index_md]-1]) { + + /* interpolate at l */ + class_call(array_interpolate_spline(phr->l, + phr->l_size[index_md], + phr->cl[index_md], + phr->ddcl[index_md], + phr->ct_size, + l, + &last_index, + cl_tot, + phr->ct_size, + phr->error_message), + phr->error_message, + phr->error_message); + + /* set to zero for the types such that lct_size; index_ct++) + if ((int)l > phr->l_max_ct[index_md][index_ct]) + cl_tot[index_ct]=0.; + } + else { + for (index_ct=0; index_ctct_size; index_ct++) + cl_tot[index_ct]=0.; + } + } + + /** - (b) treat case in which there is only one mode + with several initial condition. + Fill cl_md_ic[index_md=0] and sum it to get cl_tot. */ + + if ((phr->md_size == 1) && (phr->ic_size[0] > 1)) { + index_md = 0; + for (index_ct=0; index_ctct_size; index_ct++) + cl_tot[index_ct]=0.; + for (index_ic1 = 0; index_ic1 < phr->ic_size[index_md]; index_ic1++) { + for (index_ic2 = index_ic1; index_ic2 < phr->ic_size[index_md]; index_ic2++) { + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,phr->ic_size[index_md]); + if (((int)l <= phr->l[phr->l_size[index_md]-1]) && + (phr->is_non_zero[index_md][index_ic1_ic2] == _TRUE_)) { + + class_call(array_interpolate_spline(phr->l, + phr->l_size[index_md], + phr->cl[index_md], + phr->ddcl[index_md], + phr->ic_ic_size[index_md]*phr->ct_size, + l, + &last_index, + cl_md_ic[index_md], + phr->ic_ic_size[index_md]*phr->ct_size, + phr->error_message), + phr->error_message, + phr->error_message); + + for (index_ct=0; index_ctct_size; index_ct++) + if ((int)l > phr->l_max_ct[index_md][index_ct]) + cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct]=0.; + } + else { + for (index_ct=0; index_ctct_size; index_ct++) + cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct]=0.; + } + + /* compute cl_tot by summing over cl_md_ic */ + for (index_ct=0; index_ctct_size; index_ct++) { + if (index_ic1 == index_ic2) + cl_tot[index_ct]+=cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct]; + else + cl_tot[index_ct]+=2.*cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct]; + } + } + } + } + + /** - (c) loop over modes */ + + if (phr->md_size > 1) { + + for (index_ct=0; index_ctct_size; index_ct++) + cl_tot[index_ct]=0.; + + for (index_md = 0; index_md < phr->md_size; index_md++) { + + /** - --> (c.1.) treat case in which the mode under consideration + has only one initial condition. + Fill cl_md[index_md]. */ + + if (phr->ic_size[index_md] == 1) { + if ((int)l <= phr->l[phr->l_size[index_md]-1]) { + + class_call(array_interpolate_spline(phr->l, + phr->l_size[index_md], + phr->cl[index_md], + phr->ddcl[index_md], + phr->ct_size, + l, + &last_index, + cl_md[index_md], + phr->ct_size, + phr->error_message), + phr->error_message, + phr->error_message); + + for (index_ct=0; index_ctct_size; index_ct++) + if ((int)l > phr->l_max_ct[index_md][index_ct]) + cl_md[index_md][index_ct]=0.; + } + else { + for (index_ct=0; index_ctct_size; index_ct++) + cl_md[index_md][index_ct]=0.; + } + } + + /** - --> (c.2.) treat case in which the mode under consideration + has several initial conditions. + Fill cl_md_ic[index_md] and sum it to get cl_md[index_md] */ + + if (phr->ic_size[index_md] > 1) { + + if ((int)l <= phr->l[phr->l_size[index_md]-1]) { + + /* interpolate all ic and ct */ + class_call(array_interpolate_spline(phr->l, + phr->l_size[index_md], + phr->cl[index_md], + phr->ddcl[index_md], + phr->ic_ic_size[index_md]*phr->ct_size, + l, + &last_index, + cl_md_ic[index_md], + phr->ic_ic_size[index_md]*phr->ct_size, + phr->error_message), + phr->error_message, + phr->error_message); + + /* set to zero some of the components */ + for (index_ic1 = 0; index_ic1 < phr->ic_size[index_md]; index_ic1++) { + for (index_ic2 = index_ic1; index_ic2 < phr->ic_size[index_md]; index_ic2++) { + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,phr->ic_size[index_md]); + for (index_ct=0; index_ctct_size; index_ct++) { + + if (((int)l > phr->l_max_ct[index_md][index_ct]) || (phr->is_non_zero[index_md][index_ic1_ic2] == _FALSE_)) + cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct]=0.; + } + } + } + } + /* if l was too big, set anyway all components to zero */ + else { + for (index_ic1 = 0; index_ic1 < phr->ic_size[index_md]; index_ic1++) { + for (index_ic2 = index_ic1; index_ic2 < phr->ic_size[index_md]; index_ic2++) { + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,phr->ic_size[index_md]); + for (index_ct=0; index_ctct_size; index_ct++) { + cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct]=0.; + } + } + } + } + + /* sum up all ic for each mode */ + + for (index_ct=0; index_ctct_size; index_ct++) { + + cl_md[index_md][index_ct]=0.; + + for (index_ic1 = 0; index_ic1 < phr->ic_size[index_md]; index_ic1++) { + for (index_ic2 = index_ic1; index_ic2 < phr->ic_size[index_md]; index_ic2++) { + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,phr->ic_size[index_md]); + + if (index_ic1 == index_ic2) + cl_md[index_md][index_ct]+=cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct]; + else + cl_md[index_md][index_ct]+=2.*cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct]; + } + } + } + } + + /** - --> (c.3.) add contribution of cl_md[index_md] to cl_tot */ + + for (index_ct=0; index_ctct_size; index_ct++) + cl_tot[index_ct]+=cl_md[index_md][index_ct]; + } + } + + return _SUCCESS_; + +} + +/** + * This routine initializes the harmonic structure (in particular, + * computes table of anisotropy and Fourier spectra \f$ C_l^{X}, P(k), ... \f$) + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure (will provide H, Omega_m at redshift of interest) + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param pfo Input: pointer to fourier structure + * @param phr Output: pointer to initialized harmonic structure + * @return the error status + */ + +int harmonic_init( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct primordial * ppm, + struct fourier * pfo, + struct transfer * ptr, + struct harmonic * phr + ) { + + /** Summary: */ + + /** - check that we really want to compute at least one spectrum */ + + if (ppt->has_cls == _FALSE_) { + phr->md_size = 0; + if (phr->harmonic_verbose > 0) + printf("No spectra requested. Spectra module skipped.\n"); + return _SUCCESS_; + } + else { + if (phr->harmonic_verbose > 0) + printf("Computing unlensed harmonic spectra\n"); + } + + /** - initialize indices and allocate some of the arrays in the + harmonic structure */ + + class_call(harmonic_indices(pba,ppt,ptr,ppm,phr), + phr->error_message, + phr->error_message); + + /** - deal with \f$ C_l\f$'s, if any */ + + if (ppt->has_cls == _TRUE_) { + + class_call(harmonic_cls(ppr,pba,ppt,ptr,ppm,phr), + phr->error_message, + phr->error_message); + + } + else { + phr->ct_size=0; + } + + /** - a pointer to the fourier structure is stored in the spectra + structure. This odd, unusual and unelegant feature has been + introduced in v2.8 in order to keep in use some deprecated + functions harmonic_pk_...() that are now pointing at new + function fourier_pk_...(). In the future, if the deprecated + functions are removed, it will be possible to remove also this + pointer. */ + + phr->pfo = pfo; + + return _SUCCESS_; +} + +/** + * This routine frees all the memory space allocated by harmonic_init(). + * + * To be called at the end of each run, only when no further calls to + * harmonic_cls_at_l(), harmonic_pk_at_z(), harmonic_pk_at_k_and_z() are needed. + * + * @param phr Input: pointer to harmonic structure (which fields must be freed) + * @return the error status + */ + +int harmonic_free( + struct harmonic * phr + ) { + + int index_md; + + if (phr->md_size > 0) { + if (phr->ct_size > 0) { + + for (index_md = 0; index_md < phr->md_size; index_md++) { + free(phr->l_max_ct[index_md]); + free(phr->cl[index_md]); + free(phr->ddcl[index_md]); + } + free(phr->l); + free(phr->l_size); + free(phr->l_max_ct); + free(phr->l_max); + free(phr->cl); + free(phr->ddcl); + } + + for (index_md=0; index_md < phr->md_size; index_md++) + free(phr->is_non_zero[index_md]); + + free(phr->is_non_zero); + free(phr->ic_size); + free(phr->ic_ic_size); + + } + + return _SUCCESS_; + +} + +/** + * This routine defines indices and allocates tables in the harmonic structure + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input/output: pointer to harmonic structure + * @return the error status + */ + +int harmonic_indices( + struct background * pba, + struct perturbations * ppt, + struct transfer * ptr, + struct primordial * ppm, + struct harmonic * phr + ){ + + int index_ct; + int index_md; + int index_ic1_ic2; + + phr->md_size = ppt->md_size; + if (ppt->has_scalars == _TRUE_) + phr->index_md_scalars = ppt->index_md_scalars; + + class_alloc(phr->ic_size, + sizeof(int)*phr->md_size, + phr->error_message); + + class_alloc(phr->ic_ic_size, + sizeof(int)*phr->md_size, + phr->error_message); + + class_alloc(phr->is_non_zero, + sizeof(short *)*phr->md_size, + phr->error_message); + + for (index_md=0; index_md < phr->md_size; index_md++) { + phr->ic_size[index_md] = ppm->ic_size[index_md]; + phr->ic_ic_size[index_md] = ppm->ic_ic_size[index_md]; + class_alloc(phr->is_non_zero[index_md], + sizeof(short)*phr->ic_ic_size[index_md], + phr->error_message); + for (index_ic1_ic2=0; index_ic1_ic2 < phr->ic_ic_size[index_md]; index_ic1_ic2++) + phr->is_non_zero[index_md][index_ic1_ic2] = ppm->is_non_zero[index_md][index_ic1_ic2]; + } + + if (ppt->has_cls == _TRUE_) { + + /* types of C_l's relevant for both scalars and tensors: TT, EE, TE */ + + index_ct=0; + + if (ppt->has_cl_cmb_temperature == _TRUE_) { + phr->has_tt = _TRUE_; + phr->index_ct_tt=index_ct; + index_ct++; + } + else { + phr->has_tt = _FALSE_; + } + + if (ppt->has_cl_cmb_polarization == _TRUE_) { + phr->has_ee = _TRUE_; + phr->index_ct_ee=index_ct; + index_ct++; + } + else { + phr->has_ee = _FALSE_; + } + + if ((ppt->has_cl_cmb_temperature == _TRUE_) && + (ppt->has_cl_cmb_polarization == _TRUE_)) { + phr->has_te = _TRUE_; + phr->index_ct_te=index_ct; + index_ct++; + } + else { + phr->has_te = _FALSE_; + } + + if (ppt->has_cl_cmb_polarization == _TRUE_) { + phr->has_bb = _TRUE_; + phr->index_ct_bb=index_ct; + index_ct++; + } + else { + phr->has_bb = _FALSE_; + } + + /* types of C_l's relevant only for scalars: phi-phi, T-phi, E-phi, d-d, T-d */ + + if ((ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_pp = _TRUE_; + phr->index_ct_pp=index_ct; + index_ct++; + } + else { + phr->has_pp = _FALSE_; + } + + if ((ppt->has_cl_cmb_temperature == _TRUE_) && (ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_tp = _TRUE_; + phr->index_ct_tp=index_ct; + index_ct++; + } + else { + phr->has_tp = _FALSE_; + } + + phr->ct_size = index_ct; + + if ((ppt->has_cl_cmb_polarization == _TRUE_) && (ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_ep = _TRUE_; + phr->index_ct_ep=index_ct; + index_ct++; + } + else { + phr->has_ep = _FALSE_; + } + + if ((ppt->has_scalars == _TRUE_) && + ((ppt->has_cl_number_count == _TRUE_) || (ppt->has_cl_lensing_potential == _TRUE_))) + phr->d_size=ppt->selection_num; + else + phr->d_size=0; + + if ((ppt->has_cl_number_count == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_dd = _TRUE_; + phr->index_ct_dd=index_ct; + index_ct+=(phr->d_size*(phr->d_size+1)-(phr->d_size-phr->non_diag)*(phr->d_size-1-phr->non_diag))/2; + } + else { + phr->has_dd = _FALSE_; + } + + /* the computation of C_l^Td would require a very good sampling of + transfer functions over a wide range, and a huge computation + time. In the current version, we prefer to switch it off, rather + than either slowing down the code considerably, or producing + very inaccurate spectra. + + if ((ppt->has_cl_cmb_temperature == _TRUE_) && (ppt->has_cl_number_count == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_td = _TRUE_; + phr->index_ct_td=index_ct; + index_ct+=phr->d_size; + } + else { + phr->has_td = _FALSE_; + } + */ + phr->has_td = _FALSE_; + + if ((ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->has_cl_number_count == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_pd = _TRUE_; + phr->index_ct_pd=index_ct; + index_ct+=phr->d_size; + } + else { + phr->has_pd = _FALSE_; + } + + if ((ppt->has_cl_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_ll = _TRUE_; + phr->index_ct_ll=index_ct; + index_ct+=(phr->d_size*(phr->d_size+1)-(phr->d_size-phr->non_diag)*(phr->d_size-1-phr->non_diag))/2; + } + else { + phr->has_ll = _FALSE_; + } + + /* the computation of C_l^Tl would require a very good sampling of + transfer functions over a wide range, and a huge computation + time. In the current version, we prefer to switch it off, rather + than either slowing down the code considerably, or producing + very inaccurate spectra. + + if ((ppt->has_cl_cmb_temperature == _TRUE_) && (ppt->has_cl_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_tl = _TRUE_; + phr->index_ct_tl=index_ct; + index_ct+=phr->d_size; + } + else { + phr->has_tl = _FALSE_; + } + */ + phr->has_tl = _FALSE_; + + if ((ppt->has_cl_number_count == _TRUE_) && (ppt->has_cl_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { + phr->has_dl = _TRUE_; + phr->index_ct_dl=index_ct; + index_ct += phr->d_size*phr->d_size - (phr->d_size-phr->non_diag)*(phr->d_size-1-phr->non_diag); + } + else { + phr->has_dl = _FALSE_; + } + + phr->ct_size = index_ct; + + /* infer from input quantities the l_max for each mode and type, + l_max_ct[index_md][index_type]. Maximize it over index_ct, and + then over index_md. */ + + class_alloc(phr->l_max,sizeof(int*)*phr->md_size,phr->error_message); + class_alloc(phr->l_max_ct,sizeof(int*)*phr->md_size,phr->error_message); + for (index_md=0; index_mdmd_size; index_md++) { + class_calloc(phr->l_max_ct[index_md],phr->ct_size,sizeof(int),phr->error_message); + } + + if (ppt->has_scalars == _TRUE_) { + + /* spectra computed up to l_scalar_max */ + + if (phr->has_tt == _TRUE_) phr->l_max_ct[ppt->index_md_scalars][phr->index_ct_tt] = ppt->l_scalar_max; + if (phr->has_ee == _TRUE_) phr->l_max_ct[ppt->index_md_scalars][phr->index_ct_ee] = ppt->l_scalar_max; + if (phr->has_te == _TRUE_) phr->l_max_ct[ppt->index_md_scalars][phr->index_ct_te] = ppt->l_scalar_max; + if (phr->has_pp == _TRUE_) phr->l_max_ct[ppt->index_md_scalars][phr->index_ct_pp] = ppt->l_scalar_max; + if (phr->has_tp == _TRUE_) phr->l_max_ct[ppt->index_md_scalars][phr->index_ct_tp] = ppt->l_scalar_max; + if (phr->has_ep == _TRUE_) phr->l_max_ct[ppt->index_md_scalars][phr->index_ct_ep] = ppt->l_scalar_max; + + /* spectra computed up to l_lss_max */ + + if (phr->has_dd == _TRUE_) + for (index_ct=phr->index_ct_dd; + index_ctindex_ct_dd+(phr->d_size*(phr->d_size+1)-(phr->d_size-phr->non_diag)*(phr->d_size-1-phr->non_diag))/2; + index_ct++) + phr->l_max_ct[ppt->index_md_scalars][index_ct] = ppt->l_lss_max; + + if (phr->has_td == _TRUE_) + for (index_ct=phr->index_ct_td; + index_ctindex_ct_td+phr->d_size; + index_ct++) + phr->l_max_ct[ppt->index_md_scalars][index_ct] = MIN(ppt->l_scalar_max,ppt->l_lss_max); + + if (phr->has_pd == _TRUE_) + for (index_ct=phr->index_ct_pd; + index_ctindex_ct_pd+phr->d_size; + index_ct++) + phr->l_max_ct[ppt->index_md_scalars][index_ct] = MIN(ppt->l_scalar_max,ppt->l_lss_max); + + if (phr->has_ll == _TRUE_) + for (index_ct=phr->index_ct_ll; + index_ctindex_ct_ll+(phr->d_size*(phr->d_size+1)-(phr->d_size-phr->non_diag)*(phr->d_size-1-phr->non_diag))/2; + index_ct++) + phr->l_max_ct[ppt->index_md_scalars][index_ct] = ppt->l_lss_max; + + if (phr->has_tl == _TRUE_) + for (index_ct=phr->index_ct_tl; + index_ctindex_ct_tl+phr->d_size; + index_ct++) + phr->l_max_ct[ppt->index_md_scalars][index_ct] = MIN(ppt->l_scalar_max,ppt->l_lss_max); + + if (phr->has_dl == _TRUE_) + for (index_ct=phr->index_ct_dl; + index_ct < phr->index_ct_dl+(phr->d_size*phr->d_size - (phr->d_size-phr->non_diag)*(phr->d_size-1-phr->non_diag)); + index_ct++) + phr->l_max_ct[ppt->index_md_scalars][index_ct] = ppt->l_lss_max; + + } + if (ppt->has_tensors == _TRUE_) { + + /* spectra computed up to l_tensor_max */ + + if (phr->has_tt == _TRUE_) phr->l_max_ct[ppt->index_md_tensors][phr->index_ct_tt] = ppt->l_tensor_max; + if (phr->has_ee == _TRUE_) phr->l_max_ct[ppt->index_md_tensors][phr->index_ct_ee] = ppt->l_tensor_max; + if (phr->has_te == _TRUE_) phr->l_max_ct[ppt->index_md_tensors][phr->index_ct_te] = ppt->l_tensor_max; + if (phr->has_bb == _TRUE_) phr->l_max_ct[ppt->index_md_tensors][phr->index_ct_bb] = ppt->l_tensor_max; + } + + /* maximizations */ + phr->l_max_tot = 0.; + for (index_md=0; index_md < phr->md_size; index_md++) { + phr->l_max[index_md] = 0.; + for (index_ct=0.; index_ctct_size; index_ct++) + phr->l_max[index_md] = MAX(phr->l_max[index_md],phr->l_max_ct[index_md][index_ct]); + phr->l_max_tot = MAX(phr->l_max_tot,phr->l_max[index_md]); + } + } + + return _SUCCESS_; + +} + +/** + * This routine computes a table of values for all harmonic spectra \f$ C_l \f$'s, + * given the transfer functions and primordial spectra. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input/Output: pointer to harmonic structure + * @return the error status + */ + +int harmonic_cls( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct transfer * ptr, + struct primordial * ppm, + struct harmonic * phr + ) { + + /** Summary: */ + + /** - define local variables */ + + int index_md; + int index_ic1,index_ic2,index_ic1_ic2; + int index_l; + int index_ct; + int cl_integrand_num_columns; + + /** - allocate pointers to arrays where results will be stored */ + + class_alloc(phr->l_size,sizeof(int)*phr->md_size,phr->error_message); + class_alloc(phr->cl,sizeof(double *)*phr->md_size,phr->error_message); + class_alloc(phr->ddcl,sizeof(double *)*phr->md_size,phr->error_message); + + phr->l_size_max = ptr->l_size_max; + class_alloc(phr->l,sizeof(double)*phr->l_size_max,phr->error_message); + + /** - store values of l */ + for (index_l=0; index_l < phr->l_size_max; index_l++) { + phr->l[index_l] = (double)ptr->l[index_l]; + } + + /** - loop over modes (scalar, tensors, etc). For each mode: */ + + for (index_md = 0; index_md < phr->md_size; index_md++) { + + /** - --> (a) store number of l values for this mode */ + + phr->l_size[index_md] = ptr->l_size[index_md]; + + /** - --> (b) allocate arrays where results will be stored */ + + class_alloc(phr->cl[index_md],sizeof(double)*phr->l_size[index_md]*phr->ct_size*phr->ic_ic_size[index_md],phr->error_message); + class_alloc(phr->ddcl[index_md],sizeof(double)*phr->l_size[index_md]*phr->ct_size*phr->ic_ic_size[index_md],phr->error_message); + cl_integrand_num_columns = 1+phr->ct_size*2; /* one for k, ct_size for each type, ct_size for each second derivative of each type */ + + /** - --> (c) loop over initial conditions */ + + class_setup_parallel(); + + for (index_ic1 = 0; index_ic1 < phr->ic_size[index_md]; index_ic1++) { + for (index_ic2 = index_ic1; index_ic2 < phr->ic_size[index_md]; index_ic2++) { + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,phr->ic_size[index_md]); + + /* non-diagonal coefficients should be computed only if non-zero correlation */ + if (phr->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { + + /** - ---> loop over l values defined in the transfer module. + For each l, compute the \f$ C_l\f$'s for all types (TT, TE, ...) + by convolving primordial spectra with transfer functions. + This elementary task is assigned to harmonic_compute_cl() */ + + for (index_l=0; index_l < ptr->l_size[index_md]; index_l++) { + + class_run_parallel(=, + + double * cl_integrand; /* array with argument cl_integrand[index_k*cl_integrand_num_columns+1+phr->index_ct] */ + double * cl_integrand_limber; /* similar array with same columns but different number of lines (less k values) */ + double * transfer_ic1; /* array with argument transfer_ic1[index_tt] */ + double * transfer_ic2; /* idem */ + double * primordial_pk; /* array with argument primordial_pk[index_ic_ic]*/ + + + class_alloc(cl_integrand, + ptr->q_size*cl_integrand_num_columns*sizeof(double), + phr->error_message); + + cl_integrand_limber = NULL; + if (ptr->do_lcmb_full_limber == _TRUE_) { + class_alloc(cl_integrand_limber, + ptr->q_size_limber*cl_integrand_num_columns*sizeof(double), + phr->error_message); + } + + class_alloc(primordial_pk, + phr->ic_ic_size[index_md]*sizeof(double), + phr->error_message); + + class_alloc(transfer_ic1, + ptr->tt_size[index_md]*sizeof(double), + phr->error_message); + + class_alloc(transfer_ic2, + ptr->tt_size[index_md]*sizeof(double), + phr->error_message); + + class_call(harmonic_compute_cl(ppr, + pba, + ppt, + ptr, + ppm, + phr, + index_md, + index_ic1, + index_ic2, + index_l, + cl_integrand_num_columns, + cl_integrand, + cl_integrand_limber, + primordial_pk, + transfer_ic1, + transfer_ic2), + phr->error_message, + phr->error_message); + + free(cl_integrand); + if (ptr->do_lcmb_full_limber == _TRUE_) { + free(cl_integrand_limber); + } + free(primordial_pk); + free(transfer_ic1); + free(transfer_ic2); + + return _SUCCESS_; + ); + } /* end of loop over l */ + + } + else { + + /* set non-diagonal coefficients to zero if pair of ic's uncorrelated */ + + for (index_l=0; index_l < ptr->l_size[index_md]; index_l++) { + for (index_ct=0; index_ctct_size; index_ct++) { + phr->cl[index_md] + [(index_l * phr->ic_ic_size[index_md] + index_ic1_ic2) * phr->ct_size + index_ct] + = 0.; + } + } + } + } + } + + class_finish_parallel(); + + /** - --> (d) now that for a given mode, all possible \f$ C_l\f$'s have been computed, + compute second derivative of the array in which they are stored, + in view of spline interpolation. */ + + class_call(array_spline_table_lines(phr->l, + phr->l_size[index_md], + phr->cl[index_md], + phr->ic_ic_size[index_md]*phr->ct_size, + phr->ddcl[index_md], + _SPLINE_EST_DERIV_, + phr->error_message), + phr->error_message, + phr->error_message); + } + + return _SUCCESS_; + +} + +/** + * This routine computes the \f$ C_l\f$'s for a given mode, pair of initial conditions + * and multipole, but for all types (TT, TE...), by convolving the + * transfer functions with the primordial spectra. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input/Output: pointer to harmonic structure (result stored here) + * @param index_md Input: index of mode under consideration + * @param index_ic1 Input: index of first initial condition in the correlator + * @param index_ic2 Input: index of second initial condition in the correlator + * @param index_l Input: index of multipole under consideration + * @param cl_integrand_num_columns Input: number of columns in cl_integrand + * @param cl_integrand Input: an allocated workspace + * @param cl_integrand_limber Input: an allocated workspace for full Limber calculation + * @param primordial_pk Input: table of primordial spectrum values + * @param transfer_ic1 Input: table of transfer function values for first initial condition + * @param transfer_ic2 Input: table of transfer function values for second initial condition + * @return the error status + */ + +int harmonic_compute_cl( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct transfer * ptr, + struct primordial * ppm, + struct harmonic * phr, + int index_md, + int index_ic1, + int index_ic2, + int index_l, + int cl_integrand_num_columns, + double * cl_integrand, + double * cl_integrand_limber, + double * primordial_pk, + double * transfer_ic1, + double * transfer_ic2 + ) { + + int index_q; + int index_tt; + int index_ct; + int index_d1,index_d2; + double k; + double clvalue; + int index_ic1_ic2; + double transfer_ic1_temp=0.; + double transfer_ic2_temp=0.; + double * transfer_ic1_nc=NULL; + double * transfer_ic2_nc=NULL; + double factor; + int index_q_spline=0; + double * integrand; + int num_columns; + int num_k; + int column_k; + int column_integrand; + int column_derivative; + int index_spline; + double q_min; + double k_min; + double l; + + l = phr->l[index_l]; + + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,phr->ic_size[index_md]); + + if (ppt->has_cl_number_count == _TRUE_ && _scalars_) { + class_alloc(transfer_ic1_nc,phr->d_size*sizeof(double),phr->error_message); + class_alloc(transfer_ic2_nc,phr->d_size*sizeof(double),phr->error_message); + } + + /* Technical point: here, we will do a spline integral over the + whole range of k's, excepted in the closed (K>0) case. In that + case, it is a bad idea to spline over the values of k + corresponding to nuindex_q_flat_approximation, + to tell the integration routine that below this index, it should + treat the integral as a trapezoidal one. For testing, one is free + to set index_q_spline to 0, to enforce spline integration + everywhere, or to (ptr->q_size-1), to enforce trapezoidal + integration everywhere. */ + + if (pba->sgnK == 1) { + index_q_spline = ptr->index_q_flat_approximation; + } + + for (index_q=0; index_q < ptr->q_size; index_q++) { + + //q = ptr->q[index_q]; + k = ptr->k[index_md][index_q]; + + cl_integrand[index_q*cl_integrand_num_columns+0] = k; + + class_call(primordial_spectrum_at_k(ppm,index_md,linear,k,primordial_pk), + ppm->error_message, + phr->error_message); + + /* above routine checks that k>0: no possible division by zero below */ + + for (index_tt=0; index_tt < ptr->tt_size[index_md]; index_tt++) { + + transfer_ic1[index_tt] = + ptr->transfer[index_md] + [((index_ic1 * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size + index_q]; + + if (index_ic1 == index_ic2) { + transfer_ic2[index_tt] = transfer_ic1[index_tt]; + } + else { + transfer_ic2[index_tt] = ptr->transfer[index_md] + [((index_ic2 * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size + index_q]; + } + } + + /* define combinations of transfer functions */ + + if (ppt->has_cl_cmb_temperature == _TRUE_) { + + if (_scalars_) { + + transfer_ic1_temp = transfer_ic1[ptr->index_tt_t0] + transfer_ic1[ptr->index_tt_t1] + transfer_ic1[ptr->index_tt_t2]; + transfer_ic2_temp = transfer_ic2[ptr->index_tt_t0] + transfer_ic2[ptr->index_tt_t1] + transfer_ic2[ptr->index_tt_t2]; + + } + + if (_vectors_) { + + transfer_ic1_temp = transfer_ic1[ptr->index_tt_t1] + transfer_ic1[ptr->index_tt_t2]; + transfer_ic2_temp = transfer_ic2[ptr->index_tt_t1] + transfer_ic2[ptr->index_tt_t2]; + + } + + if (_tensors_) { + + transfer_ic1_temp = transfer_ic1[ptr->index_tt_t2]; + transfer_ic2_temp = transfer_ic2[ptr->index_tt_t2]; + + } + } + + if (ppt->has_cl_number_count == _TRUE_ && _scalars_) { + + for (index_d1=0; index_d1d_size; index_d1++) { + + transfer_ic1_nc[index_d1] = 0.; + transfer_ic2_nc[index_d1] = 0.; + + if (ppt->has_nc_density == _TRUE_) { + transfer_ic1_nc[index_d1] += transfer_ic1[ptr->index_tt_density+index_d1]; + transfer_ic2_nc[index_d1] += transfer_ic2[ptr->index_tt_density+index_d1]; + } + + if (ppt->has_nc_rsd == _TRUE_) { + transfer_ic1_nc[index_d1] + += transfer_ic1[ptr->index_tt_rsd+index_d1] + + transfer_ic1[ptr->index_tt_d0+index_d1] + + transfer_ic1[ptr->index_tt_d1+index_d1]; + transfer_ic2_nc[index_d1] + += transfer_ic2[ptr->index_tt_rsd+index_d1] + + transfer_ic2[ptr->index_tt_d0+index_d1] + + transfer_ic2[ptr->index_tt_d1+index_d1]; + } + + if (ppt->has_nc_lens == _TRUE_) { + transfer_ic1_nc[index_d1] += + l*(l+1.)*transfer_ic1[ptr->index_tt_nc_lens+index_d1]; + transfer_ic2_nc[index_d1] += + l*(l+1.)*transfer_ic2[ptr->index_tt_nc_lens+index_d1]; + } + + if (ppt->has_nc_gr == _TRUE_) { + transfer_ic1_nc[index_d1] + += transfer_ic1[ptr->index_tt_nc_g1+index_d1] + + transfer_ic1[ptr->index_tt_nc_g2+index_d1] + + transfer_ic1[ptr->index_tt_nc_g3+index_d1] + + transfer_ic1[ptr->index_tt_nc_g4+index_d1] + + transfer_ic1[ptr->index_tt_nc_g5+index_d1]; + transfer_ic2_nc[index_d1] + += transfer_ic2[ptr->index_tt_nc_g1+index_d1] + + transfer_ic2[ptr->index_tt_nc_g2+index_d1] + + transfer_ic2[ptr->index_tt_nc_g3+index_d1] + + transfer_ic2[ptr->index_tt_nc_g4+index_d1] + + transfer_ic2[ptr->index_tt_nc_g5+index_d1]; + } + + } + } + + /* integrand of Cl's */ + + /* note: we must integrate + + C_l = int [4 pi dk/k calP(k) Delta1_l(q) Delta2_l(q)] + + where calP(k) is the dimensionless + power spectrum equal to a constant in the scale-invariant case, + and to P(k) = A_s k^(ns-1) otherwise and q=sqrt(k2+K) (scalars) + or sqrt(k2+2K) (vectors) or sqrt(k2+3K) (tensors) + + In the literature, people often rewrite the integral in terms + of q and absorb the Jacobian of the change of variables in a redefinition of the primodial + spectrum. Let us illustrate this for scalars: + + dk/k = kdk/k2 = qdq/k2 = dq/q * (q/k)^2 = dq/q * [q2/(q2-K)] = q2dq * 1/[q(q2-K)] + + This factor 1/[q(q2-K)] is commonly absorbed in the definition of calP. Then one would have + + C_l = int [4 pi q2 dq {A_s k^(ns-1)/[q(q2-K)]} Delta1_l(q) Delta2_l(q)] + + Sometimes in the literature, the factor (k2-3K)=(q2-4K) present + in the initial conditions of scalar transfer functions (if + normalized to curvature R=1) is also absorbed in the definition + of the power spectrum. Then the curvature power spectrum reads + + calP = (q2-4K)/[q(q2-K)] * (k/k)^ns + + In CLASS we prefer to define calP = (k/k)^ns like in the flat + case, to have the factor (q2-4K) in the initialk conditions, + and the factor 1/[q(q2-K)] doesn't need to be there since we + integrate over dk/k. + + For tensors, the change of variable described above gives a slightly different result: + + dk/k = kdk/k2 = qdq/k2 = dq/q * (q/k)^2 = dq/q * [q2/(q2-3K)] = q2dq * 1/[q(q2-3K)] + + But for tensors there are extra curvature-related correction factors to + take into account. See the comments in the perturbation module, + related to initial conditions for tensors. + + */ + + factor = 4. * _PI_ / k; + + if (phr->has_tt == _TRUE_) + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_tt]= + primordial_pk[index_ic1_ic2] + * transfer_ic1_temp + * transfer_ic2_temp + * factor; + + if (phr->has_ee == _TRUE_) + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_ee]= + primordial_pk[index_ic1_ic2] + * transfer_ic1[ptr->index_tt_e] + * transfer_ic2[ptr->index_tt_e] + * factor; + + if (phr->has_te == _TRUE_) + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_te]= + primordial_pk[index_ic1_ic2] + * 0.5*(transfer_ic1_temp * transfer_ic2[ptr->index_tt_e] + + transfer_ic1[ptr->index_tt_e] * transfer_ic2_temp) + * factor; + + if (_tensors_ && (phr->has_bb == _TRUE_)) + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_bb]= + primordial_pk[index_ic1_ic2] + * transfer_ic1[ptr->index_tt_b] + * transfer_ic2[ptr->index_tt_b] + * factor; + + if (_scalars_ && (phr->has_pp == _TRUE_)) + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_pp]= + primordial_pk[index_ic1_ic2] + * transfer_ic1[ptr->index_tt_lcmb] + * transfer_ic2[ptr->index_tt_lcmb] + * factor; + + if (_scalars_ && (phr->has_tp == _TRUE_)) + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_tp]= + primordial_pk[index_ic1_ic2] + * 0.5*(transfer_ic1_temp * transfer_ic2[ptr->index_tt_lcmb] + + transfer_ic1[ptr->index_tt_lcmb] * transfer_ic2_temp) + * factor; + + if (_scalars_ && (phr->has_ep == _TRUE_)) + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_ep]= + primordial_pk[index_ic1_ic2] + * 0.5*(transfer_ic1[ptr->index_tt_e] * transfer_ic2[ptr->index_tt_lcmb] + + transfer_ic1[ptr->index_tt_lcmb] * transfer_ic2[ptr->index_tt_e]) + * factor; + + if (_scalars_ && (phr->has_dd == _TRUE_)) { + index_ct=0; + for (index_d1=0; index_d1d_size; index_d1++) { + for (index_d2=index_d1; index_d2<=MIN(index_d1+phr->non_diag,phr->d_size-1); index_d2++) { + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_dd+index_ct]= + primordial_pk[index_ic1_ic2] + * transfer_ic1_nc[index_d1] + * transfer_ic2_nc[index_d2] + * factor; + index_ct++; + } + } + } + + if (_scalars_ && (phr->has_td == _TRUE_)) { + for (index_d1=0; index_d1d_size; index_d1++) { + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_td+index_d1]= + primordial_pk[index_ic1_ic2] + * 0.5*(transfer_ic1_temp * transfer_ic2_nc[index_d1] + + transfer_ic1_nc[index_d1] * transfer_ic2_temp) + * factor; + } + } + + if (_scalars_ && (phr->has_pd == _TRUE_)) { + for (index_d1=0; index_d1d_size; index_d1++) { + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_pd+index_d1]= + primordial_pk[index_ic1_ic2] + * 0.5*(transfer_ic1[ptr->index_tt_lcmb] * transfer_ic2_nc[index_d1] + + transfer_ic1_nc[index_d1] * transfer_ic2[ptr->index_tt_lcmb]) + * factor; + } + } + + if (_scalars_ && (phr->has_ll == _TRUE_)) { + index_ct=0; + for (index_d1=0; index_d1d_size; index_d1++) { + for (index_d2=index_d1; index_d2<=MIN(index_d1+phr->non_diag,phr->d_size-1); index_d2++) { + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_ll+index_ct]= + primordial_pk[index_ic1_ic2] + * transfer_ic1[ptr->index_tt_lensing+index_d1] + * transfer_ic2[ptr->index_tt_lensing+index_d2] + * factor; + index_ct++; + } + } + } + + if (_scalars_ && (phr->has_tl == _TRUE_)) { + for (index_d1=0; index_d1d_size; index_d1++) { + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_tl+index_d1]= + primordial_pk[index_ic1_ic2] + * 0.5*(transfer_ic1_temp * transfer_ic2[ptr->index_tt_lensing+index_d1] + + transfer_ic1[ptr->index_tt_lensing+index_d1] * transfer_ic2_temp) + * factor; + } + } + + if (_scalars_ && (phr->has_dl == _TRUE_)) { + index_ct=0; + for (index_d1=0; index_d1d_size; index_d1++) { + for (index_d2=MAX(index_d1-phr->non_diag,0); index_d2<=MIN(index_d1+phr->non_diag,phr->d_size-1); index_d2++) { + cl_integrand[index_q*cl_integrand_num_columns+1+phr->index_ct_dl+index_ct]= + primordial_pk[index_ic1_ic2] + * transfer_ic1_nc[index_d1] * transfer_ic2[ptr->index_tt_lensing+index_d2] + * factor; + index_ct++; + } + } + } + } + + /* do also a full limber calculation for some types (actually, only pp) */ + + if ((ptr->do_lcmb_full_limber == _TRUE_) && (l>ppr->l_switch_limber)) { + + for (index_q=0; index_q < ptr->q_size_limber; index_q++) { + + //q = ptr->q_limber[index_q]; + k = ptr->k_limber[index_md][index_q]; + + cl_integrand_limber[index_q*cl_integrand_num_columns+0] = k; + + class_call(primordial_spectrum_at_k(ppm,index_md,linear,k,primordial_pk), + ppm->error_message, + phr->error_message); + + /* This is where we define for which types of Cl's we want a + full Limber version. If we wanted it for more than phiphi, we + would add other if statements below. */ + + if (_scalars_ && (phr->has_pp == _TRUE_)) { + + index_tt = ptr->index_tt_lcmb; + index_ct = phr->index_ct_pp; + + transfer_ic1[index_tt] = + ptr->transfer_limber[index_md] + [((index_ic1 * ptr->tt_size[index_md] + ptr->index_tt_lcmb) + * ptr->l_size[index_md] + index_l) + * ptr->q_size_limber + index_q]; + + if (index_ic1 == index_ic2) { + transfer_ic2[index_tt] = transfer_ic1[ptr->index_tt_lcmb]; + } + else { + transfer_ic2[index_tt] = ptr->transfer_limber[index_md] + [((index_ic2 * ptr->tt_size[index_md] + ptr->index_tt_lcmb) + * ptr->l_size[index_md] + index_l) + * ptr->q_size_limber + index_q]; + } + + factor = 4. * _PI_ / k; + + cl_integrand_limber[index_q*cl_integrand_num_columns+1+phr->index_ct_pp]= + primordial_pk[index_ic1_ic2] + * transfer_ic1[index_tt] + * transfer_ic2[index_tt] + * factor; + } + } + } + + for (index_ct=0; index_ctct_size; index_ct++) { + + /* treat null spectra (C_l^BB of scalars, C_l^pp of tensors, etc. */ + + if ((_scalars_ && (phr->has_bb == _TRUE_) && (index_ct == phr->index_ct_bb)) || + (_tensors_ && (phr->has_pp == _TRUE_) && (index_ct == phr->index_ct_pp)) || + (_tensors_ && (phr->has_tp == _TRUE_) && (index_ct == phr->index_ct_tp)) || + (_tensors_ && (phr->has_ep == _TRUE_) && (index_ct == phr->index_ct_ep)) || + (_tensors_ && (phr->has_dd == _TRUE_) && (index_ct == phr->index_ct_dd)) || + (_tensors_ && (phr->has_td == _TRUE_) && (index_ct == phr->index_ct_td)) || + (_tensors_ && (phr->has_pd == _TRUE_) && (index_ct == phr->index_ct_pd)) || + (_tensors_ && (phr->has_ll == _TRUE_) && (index_ct == phr->index_ct_ll)) || + (_tensors_ && (phr->has_tl == _TRUE_) && (index_ct == phr->index_ct_tl)) || + (_tensors_ && (phr->has_dl == _TRUE_) && (index_ct == phr->index_ct_dl)) + ) { + + phr->cl[index_md] + [(index_l * phr->ic_ic_size[index_md] + index_ic1_ic2) * phr->ct_size + index_ct] = 0.; + + } + /* for non-zero spectra, integrate over q */ + else { + + /* spline the integrand over the whole range of k's. This is + where we decide which of the normal or full Limber scheme + will be used at the end. */ + + if (_scalars_ && (ptr->do_lcmb_full_limber == _TRUE_) && (phr->has_pp == _TRUE_) && (index_ct == phr->index_ct_pp) && (l>ppr->l_switch_limber)) { + integrand = cl_integrand_limber; + num_columns = cl_integrand_num_columns; + num_k = ptr->q_size_limber; + index_spline = 0; + q_min = ptr->q_limber[0]; + k_min = ptr->k_limber[0][0]; + } + else{ + integrand = cl_integrand; + num_columns = cl_integrand_num_columns; + num_k = ptr->q_size; + index_spline = index_q_spline; + q_min = ptr->q[0]; + k_min = ptr->k[0][0]; + } + + column_k = 0; + column_integrand = 1+index_ct; + column_derivative = 1+phr->ct_size+index_ct; + + class_call(array_spline(integrand, + num_columns, + num_k, + column_k, + column_integrand, + column_derivative, + _SPLINE_EST_DERIV_, + phr->error_message), + phr->error_message, + phr->error_message); + + class_call(array_integrate_all_trapzd_or_spline(integrand, + num_columns, + num_k, + index_spline, + column_k, + column_integrand, + column_derivative, + &clvalue, + phr->error_message), + phr->error_message, + phr->error_message); + + /* in the closed case, instead of an integral, we have a + discrete sum. In practice, this does not matter: the previous + routine does give a correct approximation of the discrete + sum, both in the trapezoidal and spline regions. The only + error comes from the first point: the previous routine + assumes a weight for the first point which is too small + compared to what it would be in the an actual discrete + sum. The line below correct this problem in an exact way. + */ + + if (pba->sgnK == 1) { + clvalue += integrand[1+index_ct] * q_min/k_min*sqrt(pba->K)/2.; + } + + /* we have the correct C_l now. We can store it in the transfer structure. */ + + phr->cl[index_md] + [(index_l * phr->ic_ic_size[index_md] + index_ic1_ic2) * phr->ct_size + index_ct] + = clvalue; + + } + } + + if (ppt->has_cl_number_count == _TRUE_ && _scalars_) { + free(transfer_ic1_nc); + free(transfer_ic2_nc); + } + + return _SUCCESS_; + +} + +/* deprecated functions (since v2.8) */ + +/** + * Matter power spectrum for arbitrary redshift and for all initial conditions. + * + * This function is deprecated since v2.8. Try using fourier_pk_at_z() instead. + * + * @param pba Input: pointer to background structure (used for converting z into tau) + * @param phr Input: pointer to harmonic structure (containing pre-computed table) + * @param mode Input: linear or logarithmic + * @param z Input: redshift + * @param output_tot Output: total matter power spectrum P(k) in \f$ Mpc^3 \f$ (linear mode), or its logarithms (logarithmic mode) + * @param output_ic Output: for each pair of initial conditions, matter power spectra P(k) in \f$ Mpc^3 \f$ (linear mode), or their logarithms and cross-correlation angles (logarithmic mode) + * @param output_cb_tot Output: CDM+baryon power spectrum P_cb(k) in \f$ Mpc^3 \f$ (linear mode), or its logarithms (logarithmic mode) + * @param output_cb_ic Output: for each pair of initial conditions, CDM+baryon power spectra P_cb(k) in \f$ Mpc^3 \f$ (linear mode), or their logarithms and cross-correlation angles (logarithmic mode) + * @return the error status + */ + +int harmonic_pk_at_z( + struct background * pba, + struct harmonic * phr, + enum linear_or_logarithmic mode, + double z, + double * output_tot, /* array with argument output_tot[index_k] (must be already allocated) */ + double * output_ic, /* array with argument output_tot[index_k * phr->ic_ic_size[index_md] + index_ic1_ic2] (must be already allocated only if more than one initial condition) */ + double * output_cb_tot, /* same as output_tot for the baryon+CDM only */ + double * output_cb_ic /* same as output_ic for the baryon+CDM only */ + ) { + + fprintf(stderr," -> [WARNING:] You are calling the function harmonic_pk_at_z() which is deprecated since v2.8. It will soon be removed. Use fourier_pk_at_z() instead.\n"); + + class_call(fourier_pks_at_z( + pba, + phr->pfo, + mode, + pk_linear, + z, + output_tot, + output_ic, + output_cb_tot, + output_cb_ic + ), + phr->pfo->error_message, + phr->error_message); + + return _SUCCESS_; + +} + +/** + * Matter power spectrum for arbitrary wavenumber, redshift and initial condition. + * + * This function is deprecated since v2.8. Try using fourier_pk_linear_at_k_and_z() instead. + * + * @param pba Input: pointer to background structure (used for converting z into tau) + * @param ppm Input: pointer to primordial structure (used only in the case 0 < k < kmin) + * @param phr Input: pointer to harmonic structure (containing pre-computed table) + * @param k Input: wavenumber in 1/Mpc + * @param z Input: redshift + * @param pk_tot Output: total matter power spectrum P(k) in \f$ Mpc^3 \f$ + * @param pk_ic Output: for each pair of initial conditions, matter power spectra P(k) in \f$ Mpc^3\f$ + * @param pk_cb_tot Output: b+CDM power spectrum P(k) in \f$ Mpc^3 \f$ + * @param pk_cb_ic Output: for each pair of initial conditions, b+CDM power spectra P(k) in \f$ Mpc^3\f$ + * @return the error status + */ + +int harmonic_pk_at_k_and_z( + struct background * pba, + struct primordial * ppm, + struct harmonic * phr, + double k, + double z, + double * pk_tot, /* pointer to a single number (must be already allocated) */ + double * pk_ic, /* array of argument pk_ic[index_ic1_ic2] + (must be already allocated only if several initial conditions) */ + double * pk_cb_tot, /* same as pk_tot for baryon+CDM part only */ + double * pk_cb_ic /* same as pk_ic for baryon+CDM part only */ + ) { + + fprintf(stderr," -> [WARNING:] You are calling the function harmonic_pk_at_k_and_z() which is deprecated since v2.8. It will soon be removed. Use fourier_pk_linear_at_k_and_z() instead.\n"); + + class_call(fourier_pks_at_k_and_z(pba, + ppm, + phr->pfo, + pk_linear, + k, + z, + pk_tot, + pk_ic, + pk_cb_tot, + pk_cb_ic), + phr->pfo->error_message, + phr->error_message); + + return _SUCCESS_; +} + +/** + * Non-linear total matter power spectrum for arbitrary redshift. + * + * This function is deprecated since v2.8. Try using fourier_pk_at_z() instead. + * + * @param pba Input: pointer to background structure (used for converting z into tau) + * @param phr Input: pointer to harmonic structure (containing pre-computed table) + * @param mode Input: linear or logarithmic + * @param z Input: redshift + * @param output_tot Output: total matter power spectrum P(k) in \f$ Mpc^3\f$ (linear mode), or its logarithms (logarithmic mode) + * @param output_cb_tot Output: b+CDM power spectrum P(k) in \f$ Mpc^3\f$ (linear mode), or its logarithms (logarithmic mode) + * @return the error status + */ + +int harmonic_pk_nl_at_z( + struct background * pba, + struct harmonic * phr, + enum linear_or_logarithmic mode, + double z, + double * output_tot, /* array with argument output_tot[index_k] (must be already allocated) */ + double * output_cb_tot + ) { + + fprintf(stderr," -> [WARNING:] You are calling the function harmonic_pk_nl_at_z() which is deprecated since v2.8. It will soon be removed. Use fourier_pk_at_z() instead.\n"); + + class_call(fourier_pks_at_z(pba, + phr->pfo, + mode, + pk_nonlinear, + z, + output_tot, + NULL, + output_cb_tot, + NULL + ), + phr->pfo->error_message, + phr->error_message); + + return _SUCCESS_; + +} + +/** + * Non-linear total matter power spectrum for arbitrary wavenumber and redshift. + * + * This function is deprecated since v2.8. Try using fourier_pk_at_k_and_z() instead. + * + * @param pba Input: pointer to background structure (used for converting z into tau) + * @param ppm Input: pointer to primordial structure (used only in the case 0 < k < kmin) + * @param phr Input: pointer to harmonic structure (containing pre-computed table) + * @param k Input: wavenumber in 1/Mpc + * @param z Input: redshift + * @param pk_tot Output: total matter power spectrum P(k) in \f$ Mpc^3\f$ + * @param pk_cb_tot Output: b+CDM power spectrum P(k) in \f$ Mpc^3\f$ + * @return the error status + */ + +int harmonic_pk_nl_at_k_and_z( + struct background * pba, + struct primordial * ppm, + struct harmonic * phr, + double k, + double z, + double * pk_tot, /* pointer to a single number (must be already allocated) */ + double * pk_cb_tot /* same as pk_tot for baryon+CDM only */ + ) { + + fprintf(stderr," -> [WARNING:] You are calling the function harmonic_pk_nl_at_k_and_z() which is deprecated since v2.8. It will soon be removed. Use fourier_pk_at_k_and_z() instead.\n"); + + class_call(fourier_pks_at_k_and_z(pba, + ppm, + phr->pfo, + pk_nonlinear, + k, + z, + pk_tot, + NULL, + pk_cb_tot, + NULL + ), + phr->pfo->error_message, + phr->error_message); + + return _SUCCESS_; + +} + +/** + * Return the P(k,z) for a grid of (k_i,z_j) passed in input, + * for all available pk types (_m, _cb), + * either linear or nonlinear depending on input. + * + * This function is deprecated since v2.8. Try using fourier_pks_at_kvec_and_zvec() instead. + * + * @param pba Input: pointer to background structure + * @param phr Input: pointer to harmonic structure + * @param kvec Input: array of wavenumbers in ascending order (in 1/Mpc) + * @param kvec_size Input: size of array of wavenumbers + * @param zvec Input: array of redshifts in arbitrary order + * @param zvec_size Input: size of array of redshifts + * @param pk_tot_out Output: P(k_i,z_j) for total matter (if available) in Mpc**3 + * @param pk_cb_tot_out Output: P_cb(k_i,z_j) for cdm+baryons (if available) in Mpc**3 + * @param nonlinear Input: _TRUE_ or _FALSE_ (to output nonlinear or linear P(k,z)) + * @return the error status + */ + +int harmonic_fast_pk_at_kvec_and_zvec( + struct background * pba, + struct harmonic * phr, + double * kvec, + int kvec_size, + double * zvec, + int zvec_size, + double * pk_tot_out, // pk_tot_out[index_zvec*kvec_size+index_kvec], + // already allocated + //(or NULL if user knows there is no _m output) + double * pk_cb_tot_out, // idem + int nonlinear + ) { + enum pk_outputs pk_output; + + fprintf(stderr," -> [WARNING:] You are calling the function harmonic_fast_pks_at_kvec_and_zvec() which is deprecated since v2.8. It will soon be removed. Use fourier_pk_at_kvec_and_zvec() instead.\n"); + + if (nonlinear == _TRUE_) + pk_output = pk_nonlinear; + else + pk_output = pk_linear; + + class_call(fourier_pks_at_kvec_and_zvec( + pba, + phr->pfo, + pk_output, + kvec, + kvec_size, + zvec, + zvec_size, + pk_tot_out, + pk_cb_tot_out), + phr->pfo->error_message, + phr->error_message); + + return _SUCCESS_; +} + +/** + * This routine computes sigma(R) given P(k) for total matter power + * spectrum (does not check that k_max is large enough) + * + * This function is deprecated since v2.8. Try using fourier_sigmas_at_z() instead. + * + * @param pba Input: pointer to background structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param R Input: radius in Mpc + * @param z Input: redshift + * @param sigma Output: variance in a sphere of radius R (dimensionless) + * @return the error status + */ + +int harmonic_sigma( + struct background * pba, + struct primordial * ppm, + struct harmonic * phr, + double R, + double z, + double * sigma + ) { + + fprintf(stderr," -> [WARNING:] You are calling the function harmonic_sigma() which is deprecated since v2.8. It will soon be removed. Use fourier_sigmas_at_z() instead.\n"); + + if (phr->pfo->has_pk_m) { + + class_call(fourier_sigma_at_z(pba, + phr->pfo, + R, + z, + phr->pfo->index_pk_m, + 80., // hardcoded, yes, but the function is deprecated... + sigma), + phr->pfo->error_message, + phr->error_message); + + } + + return _SUCCESS_; +} + +/** + * This routine computes sigma(R) given P(k) for baryon+cdm power + * spectrum (does not check that k_max is large enough) + * + * This function is deprecated since v2.8. Try using fourier_sigmas_at_z() instead. + * + * @param pba Input: pointer to background structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param R Input: radius in Mpc + * @param z Input: redshift + * @param sigma_cb Output: variance in a sphere of radius R (dimensionless) + * @return the error status + */ + +int harmonic_sigma_cb( + struct background * pba, + struct primordial * ppm, + struct harmonic * phr, + double R, + double z, + double * sigma_cb + ) { + + fprintf(stderr," -> [WARNING:] You are calling the function harmonic_sigma_cb() which is deprecated since v2.8. It will soon be removed. Use fourier_sigmas_at_z() instead.\n"); + + if (phr->pfo->has_pk_cb) { + + class_call(fourier_sigma_at_z(pba, + phr->pfo, + R, + z, + phr->pfo->index_pk_cb, + 80., // hardcoded, yes, but the function is deprecated... + sigma_cb), + phr->pfo->error_message, + phr->error_message); + } + + return _SUCCESS_; +} + +/* deprecated functions (since v2.1) */ + +/** + * Obsolete function, superseeded by perturbations_sources_at_tau() + * (at the time of the switch, this function was anyway never used anywhere) + * + * @param pba Input: pointer to background structure (used for converting z into tau) + * @param phr Input: pointer to harmonic structure (containing pre-computed table) + * @param z Input: redshift + * @param output Output: matter transfer functions + * @return the error status + */ + +int harmonic_tk_at_z( + struct background * pba, + struct harmonic * phr, + double z, + double * output /* array with argument output[(index_k*phr->ic_size[index_md]+index_ic)*phr->tr_size+index_tr] (must be already allocated) */ + ) { + + + class_stop(phr->error_message, + "The function harmonic_tk_at_z() is obsolete, use instead perturbations_sources_at_z(), it does the same"); + + return _SUCCESS_; + +} + +/** + * Obsolete function, superseeded by perturbations_sources_at_tau() + * (at the time of the switch, this function was anyway never used anywhere) + * + * @param pba Input: pointer to background structure (used for converting z into tau) + * @param phr Input: pointer to harmonic structure (containing pre-computed table) + * @param k Input: wavenumber in 1/Mpc + * @param z Input: redshift + * @param output Output: matter transfer functions + * @return the error status + */ + +int harmonic_tk_at_k_and_z( + struct background * pba, + struct harmonic * phr, + double k, + double z, + double * output /* array with argument output[index_ic*phr->tr_size+index_tr] (must be already allocated) */ + ) { + + class_stop(phr->error_message, + "The function harmonic_tk_at_k_and_z() is obsolete, use instead perturbations_sources_at_k_and_z(), it does the same"); + + return _SUCCESS_; + +} + +/* end deprecated functions */ diff --git a/source/input.c b/source/input.c index 14b4c719..3de62449 100644 --- a/source/input.c +++ b/source/input.c @@ -1,71 +1,139 @@ /** @file input.c Documented input module. * * Julien Lesgourgues, 27.08.2010 + * * internal organization of the module structured and improved by Nils Schoeneberg and Matteo Lucca, 07.03.2019 + * */ #include "input.h" +#include "hi_class.h" + +/* The input module fills variables belonging to the structures of + essentially all other modules. Thus we need to include all the + headers. New in v3.0: These #include fit better here than in + input.h, to avoid complictaed dependencies slowing down + compilation. */ + +#include "quadrature.h" +#include "background.h" +#include "thermodynamics.h" +#include "perturbations.h" +#include "transfer.h" +#include "primordial.h" +#include "harmonic.h" +#include "fourier.h" +#include "lensing.h" +#include "distortions.h" +#include "output.h" /** - * Use this routine to extract initial parameters from files 'xxx.ini' - * and/or 'xxx.pre'. They can be the arguments of the main() routine. + * Initialize input parameters from external file. * - * If class is embedded into another code, you will probably prefer to - * call directly input_init() in order to pass input parameters - * through a 'file_content' structure. + * @param argc Input: Number of command line arguments + * @param argv Input: Command line argument strings + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to fourier structure + * @param ple Input: pointer to lensing structure + * @param psd Input: pointer to distorsion structure + * @param pop Input: pointer to output structure + * @param errmsg Input/Output: Error message + * @return the error status */ -int input_init_from_arguments( - int argc, - char **argv, - struct precision * ppr, - struct background *pba, - struct thermo *pth, - struct perturbs *ppt, - struct transfers *ptr, - struct primordial *ppm, - struct spectra *psp, - struct nonlinear * pnl, - struct lensing *ple, - struct output *pop, - ErrorMsg errmsg - ) { +int input_init(int argc, + char **argv, + struct precision * ppr, + struct background *pba, + struct thermodynamics *pth, + struct perturbations *ppt, + struct transfer *ptr, + struct primordial *ppm, + struct harmonic *phr, + struct fourier * pfo, + struct lensing *ple, + struct distortions *psd, + struct output *pop, + ErrorMsg errmsg){ /** Summary: */ - /** - define local variables */ + /** Define local variables */ + struct file_content fc; // Structure with all parameters + + /** Find and read input file */ + class_call(input_find_file(argc, + argv, + &fc, + errmsg), + errmsg, + errmsg); - struct file_content fc; /** - --> the final structure with all parameters */ - struct file_content fc_input; /** - --> a temporary structure with all input parameters */ - struct file_content fc_precision; /** - --> a temporary structure with all precision parameters */ - struct file_content fc_root; /** - --> a temporary structure with only the root name */ - struct file_content fc_inputroot; /** - --> sum of fc_inoput and fc_root */ - struct file_content * pfc_input; /** - --> a pointer to either fc_root or fc_inputroot */ + /** Initialize all parameters given the input 'file_content' structure. + If its size is null, all parameters take their default values. */ + class_call(input_read_from_file(&fc,ppr,pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop, + errmsg), + errmsg, + errmsg); - char input_file[_ARGUMENT_LENGTH_MAX_]; - char precision_file[_ARGUMENT_LENGTH_MAX_]; - char tmp_file[_ARGUMENT_LENGTH_MAX_+26]; // 26 is enough to extend the file name [...] with the characters "output/[...]%02d_parameters.ini" (as done below) + /** Free local struture */ + class_call(parser_free(&fc), + errmsg, + errmsg); + + return _SUCCESS_; + +} + + +/** + * Find and read external file (xxx.ini or xxx.pre) containing the input + * parameters. All data is stored in the local structure 'file_content'. + * + * @param argc Input: Number of command line arguments + * @param argv Input: Command line argument strings + * @param fc Output: file_content structure + * @param errmsg Input/Output: Error message + * @return the error status + */ + +int input_find_file(int argc, + char **argv, + struct file_content * fc, + ErrorMsg errmsg){ + + /** Summary: */ + + /** Define local variables */ + struct file_content fc_input; // Temporary structure with all input parameters + struct file_content fc_precision; // Temporary structure with all precision parameters + struct file_content * pfc_input; // Pointer to either fc_root or fc_inputroot + struct file_content fc_setroot; // Temporary structure for setroot int i; char extension[5]; - FileArg stringoutput, inifilename; - int flag1, filenum; + char input_file[_ARGUMENT_LENGTH_MAX_]; + char precision_file[_ARGUMENT_LENGTH_MAX_]; pfc_input = &fc_input; - /** - Initialize the two file_content structures (for input - parameters and precision parameters) to some null content. If no - arguments are passed, they will remain null and inform - init_params() that all parameters take default values. */ - - fc.size = 0; + /** Initialize the two file_content structures (for input parameters and + precision parameters) to some null content. If no arguments are passed, + they will remain null and inform input_init that all parameters take + default values. */ + fc->size = 0; fc_input.size = 0; fc_precision.size = 0; input_file[0]='\0'; precision_file[0]='\0'; - /** - If some arguments are passed, identify eventually some 'xxx.ini' - and 'xxx.pre' files, and store their name. */ - + /** If some arguments are passed, identify eventually some 'xxx.ini' and + 'xxx.pre' files, and store their name. */ if (argc > 1) { for (i=1; i' */ + if (flag1 == _FALSE_){ + memcpy(outfname, "output/", 7); + memcpy(outfname+7, input_file, strlen(input_file)-4); + outfname[7+strlen(input_file)-4] = '\0'; + } + /* Check here for the index of the 'root' field in case it was set in fc_input */ + else{ + for (index_root_in_fc_input=0;index_root_in_fc_inputsize;++index_root_in_fc_input){ + if (strcmp(pfc->name[index_root_in_fc_input],"root") == 0){ + strcpy(outfname,pfc->value[index_root_in_fc_input]); break; } + } + } + + /** If we don't want to overwrite the root name, check now for the existence of output for the given root name + N */ + if (overwrite_root == _FALSE_){ + + /* Assume files exist, until proven otherwise */ + found_filenum = _TRUE_; + /** For each 'filenum', test if it exists. Only stop if it has not been found. */ + for (filenum = 0; filenum < _N_FILEROOT_ && found_filenum; filenum++){ + /* No file has been found yet */ + found_filenum = _FALSE_; + for (iextens = 0; iextens < n_extensions; ++iextens){ + class_sprintf(tmp_file,"%s%02d_%s", outfname, filenum, output_extensions[iextens]); + if (file_exists(tmp_file) == _TRUE_){ + /* Found a file, the outer loop is forced to keep searching */ + found_filenum = _TRUE_; + } + } + /* Didn't find a file. This is the correct number. Break the loop. */ + if (found_filenum == _FALSE_){ + break; + } + } + /* If no root was found, add root through the parser routine */ + if (flag1 == _FALSE_){ class_call(parser_init(&fc_root, 1, - fc_input.filename, + pfc->filename, errmsg), errmsg,errmsg); - sprintf(fc_root.name[0],"root"); - sprintf(fc_root.value[0],"output/%s%02d_",inifilename,filenum); + class_sprintf(fc_root.name[0],"root"); + class_sprintf(fc_root.value[0],"%s%02d_",outfname,filenum); fc_root.read[0] = _FALSE_; - class_call(parser_cat(&fc_input,&fc_root,&fc_inputroot,errmsg), + class_call(parser_cat(pfc, + &fc_root, + pfc_setroot, + errmsg), + errmsg, + errmsg); + class_call(parser_free(pfc), + errmsg, + errmsg); + class_call(parser_free(&fc_root), errmsg, errmsg); - class_call(parser_free(&fc_input),errmsg,errmsg); - class_call(parser_free(&fc_root),errmsg,errmsg); - pfc_input = &fc_inputroot; + (*ppfc_input) = pfc_setroot; + } + /* If root was found, set the index in the fc_input struct */ + else{ + class_sprintf(pfc->value[index_root_in_fc_input],"%s%02d_",outfname,filenum); + (*ppfc_input) = pfc; } } - /** - if there is an 'xxx.pre' file, read it and store its content. */ + /** If we do want to overwrite, just take the given root name */ + else{ + /* If no root was found, add root through the parser routine */ + if (flag1 == _FALSE_){ + class_call(parser_init(&fc_root, + 1, + pfc->filename, + errmsg), + errmsg,errmsg); + class_sprintf(fc_root.name[0],"root"); + class_sprintf(fc_root.value[0],"%s_",outfname); + fc_root.read[0] = _FALSE_; + class_call(parser_cat(pfc, + &fc_root, + pfc_setroot, + errmsg), + errmsg, + errmsg); + class_call(parser_free(pfc), + errmsg, + errmsg); + class_call(parser_free(&fc_root), + errmsg, + errmsg); + (*ppfc_input) = pfc_setroot; + } + /* If root was found, set the index in the fc_input struct */ + else{ + class_sprintf(pfc->value[index_root_in_fc_input],"%s_",outfname); + (*ppfc_input) = pfc; + } + } - if (precision_file[0] != '\0') + return _SUCCESS_; +} - class_call(parser_read_file(precision_file,&fc_precision,errmsg), - errmsg, - errmsg); - /** - if one or two files were read, merge their contents in a - single 'file_content' structure. */ - if ((input_file[0]!='\0') || (precision_file[0]!='\0')) +/** + * Initialize each parameter, first to its default values, and then + * from what can be interpreted from the values passed in the input + * 'file_content' structure. If its size is null, all parameters keep + * their default values. + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to fourier structure + * @param ple Input: pointer to lensing structure + * @param psd Input: pointer to distorsion structure + * @param pop Input: pointer to output structure + * @param errmsg Input/Output: Error message + * @return the error status + */ - class_call(parser_cat(pfc_input,&fc_precision,&fc,errmsg), - errmsg, - errmsg); +int input_read_from_file(struct file_content * pfc, + struct precision * ppr, + struct background *pba, + struct thermodynamics *pth, + struct perturbations *ppt, + struct transfer *ptr, + struct primordial *ppm, + struct harmonic *phr, + struct fourier * pfo, + struct lensing *ple, + struct distortions *psd, + struct output *pop, + ErrorMsg errmsg) { - class_call(parser_free(pfc_input),errmsg,errmsg); - class_call(parser_free(&fc_precision),errmsg,errmsg); - /** - Finally, initialize all parameters given the input 'file_content' - structure. If its size is null, all parameters take their - default values. */ + /** Summary: */ + + /** - Define local variables */ + int input_verbose = 0; + int has_shooting; + + /** Set default values + Before getting into the assignment of parameters and the shooting, we want + to already fix our precision parameters. No precision parameter should + depend on any input parameter */ + class_call(input_read_precisions(pfc,ppr,pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop, + errmsg), + errmsg, + errmsg); + + class_read_int("input_verbose",input_verbose); + if (input_verbose >0) printf("Reading input parameters\n"); + + /** Find out if shooting necessary and, eventually, shoot and initialize + read parameters */ + class_call(input_shooting(pfc,ppr,pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop, + input_verbose, + &has_shooting, + errmsg), + errmsg, + errmsg); - class_call(input_init(&fc, - ppr, - pba, - pth, - ppt, - ptr, - ppm, - psp, - pnl, - ple, - pop, - errmsg), + /** If no shooting is necessary, initialize read parameters without it */ + if (has_shooting == _FALSE_){ + class_call(input_read_parameters(pfc,ppr,pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop, + errmsg), + errmsg, + errmsg); + } + + /** Write info on the read/unread parameters. This is the correct place to do it, + since we want it to happen after all the shooting business, + and after the final reading of all parameters */ + class_call(input_write_info(pfc,pop, + errmsg), errmsg, errmsg); - class_call(parser_free(&fc),errmsg,errmsg); + if (pfo->has_pk_eq == _TRUE_) { + + if (input_verbose > 0) { + printf(" -> since you want to use Halofit with a non-zero wa_fld and the Pk_equal method,\n"); + printf(" calling background module to extract the effective w(tau), Omega_m(tau) parameters"); + printf(" required by this method\n"); + } + class_call(input_prepare_pk_eq(ppr,pba,pth,pfo,input_verbose,errmsg), + errmsg, + errmsg); + } + + if (pba->has_smg == _TRUE_) { + class_call( + input_warnings_smg(ppt, input_verbose), + errmsg, + errmsg + ); + } + return _SUCCESS_; + } + /** - * Initialize each parameter, first to its default values, and then - * from what can be interpreted from the values passed in the input - * 'file_content' structure. If its size is null, all parameters keep - * their default values. + * In CLASS, we call 'shooting' the process of doing preliminary runs + * of parts of the code in order to find numerically the value of an + * input variable which cannot be inferred analytically from other + * input variables passed by the user. * + * A typical example is when the user passes theta_s, the angular + * scale of the sound horizon at decoupling. This quantity be passed + * instead of the hubble parameter h, but only if we run CLASS until + * the thermodynamics module to figure out how h and theta_s relate + * numerically. The code starts from a guess for h, and runs to find + * the corresponding theta_s. It adjusts h, shoots again, and repeats + * this process until it finds some h giving the correct theta_s + * within some tolerance. + * + * This function contains the overall structure to handle these steps. + * + * @param pfc Input/Output: pointer to file content, with input parameters before/after the shooting + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to fourier structure + * @param ple Input: pointer to lensing structure + * @param psd Input: pointer to distorsion structure + * @param pop Input: pointer to output structure + * @param input_verbose Input: Verbosity of input + * @param has_shooting Output: do we need shooting? + * @param errmsg Input/Output: Error message + * @return the error status */ -int input_init( - struct file_content * pfc, - struct precision * ppr, - struct background *pba, - struct thermo *pth, - struct perturbs *ppt, - struct transfers *ptr, - struct primordial *ppm, - struct spectra *psp, - struct nonlinear * pnl, - struct lensing *ple, - struct output *pop, - ErrorMsg errmsg - ) { +int input_shooting(struct file_content * pfc, + struct precision * ppr, + struct background *pba, + struct thermodynamics *pth, + struct perturbations *ppt, + struct transfer *ptr, + struct primordial *ppm, + struct harmonic *phr, + struct fourier * pfo, + struct lensing *ple, + struct distortions *psd, + struct output *pop, + int input_verbose, + int * has_shooting, + ErrorMsg errmsg){ - int flag1; - double param1; - int counter, index_target, i; + /** Summary: */ + + /** Define local variables */ + int flag1, flag2; + double param1, param2; double * unknown_parameter; int unknown_parameters_size; + int counter, index_target, i; int fevals=0; double xzero; - int target_indices[_NUM_TARGETS_]; double *dxdF, *x_inout; - - char string1[_ARGUMENT_LENGTH_MAX_]; - FILE * param_output; - FILE * param_unused; - char param_output_name[_LINE_LENGTH_MAX_]; - char param_unused_name[_LINE_LENGTH_MAX_]; + int target_indices[_NUM_TARGETS_]; + int needs_shooting; + int shooting_failed=_FALSE_; + + /* array of parameters passed by the user for which we need shooting (= target parameters) */ + char * const target_namestrings[] = {"100*theta_s", + "theta_s_100", + "Omega_dcdmdr", + "omega_dcdmdr", + "Omega_scf", + "Omega_ini_dcdm", + "omega_ini_dcdm", + "Omega_smg", + "M2_today_smg"}; + + /* array of corresponding parameters that must be adjusted in order to meet the target (= unknown parameters) */ + char * const unknown_namestrings[] = {"h", /* unknown param for target '100*theta_s' */ + "h", /* unknown param for target 'theta_s_100' */ + "Omega_ini_dcdm", /* unknown param for target 'Omega_dcdmd' */ + "omega_ini_dcdm", /* unknown param for target 'omega_dcdmdr' */ + "scf_shooting_parameter", /* unknown param for target 'Omega_scf' */ + "Omega_dcdmdr", /* unknown param for target 'Omega_ini_dcdm' */ + "omega_dcdmdr", /* unknown param for target 'omega_ini_dcdm' */ + "shooting_parameter_smg", /* unknown param for target 'Omega_smg' */ + "param_shoot_M2_smg"}; /* unknown param for target 'M2_today_smg' */ + + /* for each target, module up to which we need to run CLASS in order + to compute the targetted quantities (not running the whole code + each time to saves a lot of time) */ + enum computation_stage target_cs[] = {cs_thermodynamics, /* computation stage for target '100*theta_s' */ + cs_thermodynamics, /* computation stage for target 'theta_s_100' */ + cs_background, /* computation stage for target 'Omega_dcdmdr' */ + cs_background, /* computation stage for target 'omega_dcdmdr' */ + cs_background, /* computation stage for target 'Omega_scf' */ + cs_background, /* computation stage for target 'Omega_ini_dcdm' */ + cs_background, /* computation stage for target 'omega_ini_dcdm' */ + cs_background, /* computation stage for target 'Omega_smg' */ + cs_background}; /* computation stage for target 'M2_today_smg' */ struct fzerofun_workspace fzw; - /** - * - * These two arrays must contain the strings of names to be searched - * for and the corresponding new parameter */ - char * const target_namestrings[] = {"100*theta_s","Omega_dcdmdr","omega_dcdmdr", - "Omega_scf","Omega_smg","M_pl_today_smg","Omega_ini_dcdm","omega_ini_dcdm","sigma8"}; - char * const unknown_namestrings[] = {"h","Omega_ini_dcdm","Omega_ini_dcdm", - "scf_shooting_parameter","shooting_parameter_smg","param_shoot_M_pl_smg","Omega_dcdmdr","omega_dcdmdr","A_s"}; - enum computation_stage target_cs[] = {cs_thermodynamics, cs_background, cs_background, - cs_background, cs_background, cs_background, cs_background, cs_spectra}; - - int input_verbose = 0, int1, aux_flag, shooting_failed=_FALSE_; - class_read_int("input_verbose",input_verbose); - if (input_verbose >0) printf("Reading input parameters\n"); + *has_shooting=_FALSE_; /* for smg: no tuned parameters yet */ pba->parameters_tuned_smg = _FALSE_; - /** - Do we need to fix unknown parameters? */ + /** Do we need to fix unknown parameters? */ unknown_parameters_size = 0; fzw.required_computation_stage = 0; for (index_target = 0; index_target < _NUM_TARGETS_; index_target++){ - class_call(parser_read_double(pfc, - target_namestrings[index_target], - ¶m1, - &flag1, - errmsg), + class_call(parser_read_double(pfc,target_namestrings[index_target],¶m1,&flag1,errmsg), errmsg, errmsg); if (flag1 == _TRUE_){ - /** - --> input_auxillary_target_conditions() takes care of the case where for - instance Omega_dcdmdr is set to 0.0. - */ - class_call(input_auxillary_target_conditions(pfc, - index_target, - param1, - &aux_flag, - errmsg), - errmsg, errmsg); - if (aux_flag == _TRUE_){ - if(input_verbose > 2) - printf("Found target: %s\n",target_namestrings[index_target]); + /* input_needs_shoting_for_target takes care of the case where, for + instance, Omega_dcdmdr is set to 0.0, and we don't need shooting */ + class_call(input_needs_shooting_for_target(pfc, + index_target, + param1, + &needs_shooting, + errmsg), + errmsg, + errmsg); + + if (needs_shooting == _TRUE_){ target_indices[unknown_parameters_size] = index_target; fzw.required_computation_stage = MAX(fzw.required_computation_stage,target_cs[index_target]); unknown_parameters_size++; } + } } - /** - case with unknown parameters */ + + /** In the case of unknown parameters, start shooting... */ if (unknown_parameters_size > 0) { + /* We need to remember that we shot so we can clean up properly */ + *has_shooting=_TRUE_; + /* Create file content structure with additional entries */ class_call(parser_init(&(fzw.fc), pfc->size+unknown_parameters_size, pfc->filename, errmsg), errmsg,errmsg); + /* Copy input file content to the new file content structure: */ memcpy(fzw.fc.name, pfc->name, pfc->size*sizeof(FileArg)); memcpy(fzw.fc.value, pfc->value, pfc->size*sizeof(FileArg)); @@ -292,6 +623,7 @@ int input_init( class_alloc(fzw.unknown_parameters_index, unknown_parameters_size*sizeof(int), errmsg); + fzw.target_size = unknown_parameters_size; class_alloc(fzw.target_name, fzw.target_size*sizeof(enum target_names), @@ -300,7 +632,7 @@ int input_init( fzw.target_size*sizeof(double), errmsg); - /** - --> go through all cases with unknown parameters: */ + /** Go through all cases with unknown parameters */ for (counter = 0; counter < unknown_parameters_size; counter++){ index_target = target_indices[counter]; class_call(parser_read_double(pfc, @@ -308,24 +640,34 @@ int input_init( ¶m1, &flag1, errmsg), - errmsg, - errmsg); + errmsg, + errmsg); - // store name of target parameter + /* store name of target parameter */ fzw.target_name[counter] = index_target; - // store target value of target parameter + /* store target value of target parameter */ fzw.target_value[counter] = param1; fzw.unknown_parameters_index[counter]=pfc->size+counter; - // substitute the name of the target parameter with the name of the corresponding unknown parameter + /* substitute the name of the target parameter with the name of the + corresponding unknown parameter */ strcpy(fzw.fc.name[fzw.unknown_parameters_index[counter]],unknown_namestrings[index_target]); - //printf("%d, %d: %s\n",counter,index_target,target_namestrings[index_target]); } + /** If there is only one parameter, we use a more efficient Newton method for 1D cases */ if (unknown_parameters_size == 1){ + /* We can do 1 dimensional root finding */ + if (input_verbose > 0) { + fprintf(stdout, + "Computing unknown input parameter '%s' using input parameter '%s'\n", + fzw.fc.name[fzw.unknown_parameters_index[0]], + target_namestrings[fzw.target_name[0]]); + } + /* If shooting fails, postpone error to background module to play nice with MontePython. */ class_call_try(input_find_root(&xzero, &fevals, + ppr->tol_shooting_deltax_rel, &fzw, errmsg), errmsg, @@ -333,53 +675,65 @@ int input_init( shooting_failed=_TRUE_); /* Store xzero */ - sprintf(fzw.fc.value[fzw.unknown_parameters_index[0]],"%e",xzero); + // This needs to be done with enough accuracy. A standard double has a relative + // precision of around 1e-16, so 1e-20 should be good enough for the shooting + class_sprintf(fzw.fc.value[fzw.unknown_parameters_index[0]],"%.20e",xzero); if (input_verbose > 0) { - fprintf(stdout,"Computing unknown input parameters\n"); - fprintf(stdout," -> found %s = %s\n", + fprintf(stdout," -> found '%s = %s'\n", fzw.fc.name[fzw.unknown_parameters_index[0]], fzw.fc.value[fzw.unknown_parameters_index[0]]); } + } + /** Otherwise we do multidimensional shooting */ else{ + + /* We need to do multidimensional root finding */ + if (input_verbose > 0) { + fprintf(stdout,"Computing unknown input parameters\n"); + } + + /* Allocate local variables */ class_alloc(x_inout, sizeof(double)*unknown_parameters_size, errmsg); class_alloc(dxdF, sizeof(double)*unknown_parameters_size, errmsg); - class_call(input_get_guess(x_inout, - dxdF, - &fzw, - errmsg), - errmsg, errmsg); + /* Get the guess for the initial variables */ + class_call(input_get_guess(x_inout, dxdF, &fzw, errmsg), + errmsg, + errmsg); + + /* Use multi-dimensional Newton method */ class_call_try(fzero_Newton(input_try_unknown_parameters, x_inout, dxdF, unknown_parameters_size, - 1e-4, - 1e-6, + ppr->tol_shooting_deltax, + ppr->tol_shooting_deltaF, &fzw, &fevals, errmsg), - errmsg, pba->shooting_error,shooting_failed=_TRUE_); - - if (input_verbose > 0) { - fprintf(stdout,"Computing unknown input parameters\n"); - } + errmsg, + pba->shooting_error, + shooting_failed=_TRUE_); /* Store xzero */ + // This needs to be done with enough accuracy. A standard double has a relative + // precision of around 1e-16, so 1e-20 should be good enough for the shooting for (counter = 0; counter < unknown_parameters_size; counter++){ - sprintf(fzw.fc.value[fzw.unknown_parameters_index[counter]], - "%e",x_inout[counter]); + class_sprintf(fzw.fc.value[fzw.unknown_parameters_index[counter]], + "%.20e",x_inout[counter]); if (input_verbose > 0) { - fprintf(stdout," -> found %s = %s\n", + fprintf(stdout," -> found '%s = %s'\n", fzw.fc.name[fzw.unknown_parameters_index[counter]], fzw.fc.value[fzw.unknown_parameters_index[counter]]); } } + /* Free local variables */ free(x_inout); free(dxdF); } @@ -388,110 +742,149 @@ int input_init( fprintf(stdout,"Shooting completed using %d function evaluations\n",fevals); } - - /** - --> Read all parameters from tuned pfc */ - class_call(input_read_parameters(&(fzw.fc), - ppr, - pba, - pth, - ppt, - ptr, - ppm, - psp, - pnl, - ple, - pop, + /** Read all parameters from the fc obtained through shooting */ + class_call(input_read_parameters(&(fzw.fc),ppr,pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop, errmsg), errmsg, errmsg); - /** - --> Set status of shooting */ + /** Set status of shooting */ pba->shooting_failed = shooting_failed; + if (pba->shooting_failed == _TRUE_) { + background_free_input(pba); + thermodynamics_free_input(pth); + perturbations_free_input(ppt); + } - /* all parameters read in fzw must be considered as read in - pfc. At the same time the parameters read before in pfc (like - theta_s,...) must still be considered as read (hence we could - not do a memcopy) */ + /* all parameters read in fzw must be considered as read in pfc. At the same + time the parameters read before in pfc (like theta_s,...) must still be + considered as read (hence we could not do a memcopy) */ for (i=0; i < pfc->size; i ++) { if (fzw.fc.read[i] == _TRUE_) pfc->read[i] = _TRUE_; } - // Free tuned pfc + /* Free tuned pfc */ parser_free(&(fzw.fc)); - /** - --> Free arrays allocated*/ + + /** Free arrays allocated */ free(unknown_parameter); free(fzw.unknown_parameters_index); free(fzw.target_name); free(fzw.target_value); } - /** - case with no unknown parameters */ - else{ - - /** - --> just read all parameters from input pfc: */ - class_call(input_read_parameters(pfc, - ppr, - pba, - pth, - ppt, - ptr, - ppm, - psp, - pnl, - ple, - pop, - errmsg), - errmsg, - errmsg); - } - /** - eventually write all the read parameters in a file, unread parameters in another file, and warnings about unread parameters */ - class_call(parser_read_string(pfc,"write parameters",&string1,&flag1,errmsg), + /** After the 'normal' shooting is done, do special shooting just for sigma8 if needed*/ + class_call(parser_read_double(pfc,"sigma8",¶m1,&flag1,errmsg), errmsg, errmsg); + class_call(parser_read_double(pfc,"S8",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), + errmsg, + "You can only enter one of 'sigma8' or 'S8'."); + if (flag1 == _TRUE_ || flag2 == _TRUE_) { + /* Tell the main function that shooting indeed has occured */ + *has_shooting=_TRUE_; + /* Create file content structure with additional entries */ + class_call(parser_init(&(fzw.fc), + pfc->size+1, + pfc->filename, + errmsg), + errmsg,errmsg); - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { - - sprintf(param_output_name,"%s%s",pop->root,"parameters.ini"); - sprintf(param_unused_name,"%s%s",pop->root,"unused_parameters"); + /* Copy input file content to the new file content structure: */ + memcpy(fzw.fc.name, pfc->name, pfc->size*sizeof(FileArg)); + memcpy(fzw.fc.value, pfc->value, pfc->size*sizeof(FileArg)); + memcpy(fzw.fc.read, pfc->read, pfc->size*sizeof(short)); - class_open(param_output,param_output_name,"w",errmsg); - class_open(param_unused,param_unused_name,"w",errmsg); + fzw.target_size = 1; + class_alloc(fzw.unknown_parameters_index, + 1*sizeof(int), + errmsg); + class_alloc(fzw.target_name, + 1*sizeof(enum target_names), + errmsg); + class_alloc(fzw.target_value, + 1*sizeof(double), + errmsg); - fprintf(param_output,"# List of input/precision parameters actually read\n"); - fprintf(param_output,"# (all other parameters set to default values)\n"); - fprintf(param_output,"# Obtained with CLASS %s (for developers: svn version %s)\n",_VERSION_,_SVN_VERSION_); - fprintf(param_output,"#\n"); - fprintf(param_output,"# This file can be used as the input file of another run\n"); - fprintf(param_output,"#\n"); - - fprintf(param_unused,"# List of input/precision parameters passed\n"); - fprintf(param_unused,"# but not used (just for info)\n"); - fprintf(param_unused,"#\n"); + /* store name of target parameter */ + if (flag1 == _TRUE_) { + fzw.target_name[0] = sigma8; + fzw.target_value[0] = param1; + } + else if (flag2 == _TRUE_) { + fzw.target_name[0] = S8; + fzw.target_value[0] = param2; + } + /* store target value of target parameter */ + fzw.unknown_parameters_index[0]=pfc->size; + fzw.required_computation_stage = cs_nonlinear; + /* substitute the name of the target parameter with the name of the + corresponding unknown parameter */ + strcpy(fzw.fc.name[pfc->size],"A_s"); + + /* Print to the user */ + if (input_verbose > 0) { + fprintf(stdout, + "Computing unknown input parameter '%s' using input parameter '%s'\n", + (flag1 ==_TRUE_?"sigma8":"S8"), + "A_s"); + } - for (i=0; isize; i++) { - if (pfc->read[i] == _TRUE_) - fprintf(param_output,"%s = %s\n",pfc->name[i],pfc->value[i]); - else - fprintf(param_unused,"%s = %s\n",pfc->name[i],pfc->value[i]); + /* Set a guess for A_s from LCDM (doesn't need to be super accurate) */ + double A_s; + if (flag1 == _TRUE_) { + A_s = param1 * 2.43e-9/0.87659; } - fprintf(param_output,"#\n"); + else if (flag2 == _TRUE_) { + A_s = param2 *2.43e-9/0.891; + } + double sigma8_or_S8; + + /* Now run for a single time, get the value of sigma8 (or S8) for the guess*/ + class_call(input_try_unknown_parameters(&A_s, + 1, + &fzw, + &sigma8_or_S8, + errmsg), + errmsg, + errmsg); - fclose(param_output); - fclose(param_unused); - } + A_s = (fzw.target_value[0]/sigma8_or_S8) *(fzw.target_value[0]/sigma8_or_S8) * A_s; //(truesigma/sigma_for_guess)^2 *A_s_for_guess - class_call(parser_read_string(pfc,"write warnings",&string1,&flag1,errmsg), - errmsg, - errmsg); + /* Store the derived value with high enough accuracy */ + class_sprintf(fzw.fc.value[pfc->size],"%.20e",A_s); + if (input_verbose > 0) { + fprintf(stdout," -> found '%s = %s'\n", + fzw.fc.name[pfc->size], + fzw.fc.value[pfc->size]); + } - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { + /* Now read the remaining parameters from the fine tuned fzw into the individual structures */ + class_call(input_read_parameters(&(fzw.fc),ppr,pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop, + errmsg), + errmsg, + errmsg); - for (i=0; isize; i++) { - if (pfc->read[i] == _FALSE_) - fprintf(stdout,"[WARNING: input line not recognized and not taken into account: '%s=%s']\n",pfc->name[i],pfc->value[i]); + /* all parameters read in fzw must be considered as read in pfc. At the same + time the parameters read before in pfc (like theta_s,...) must still be + considered as read (hence we could not do a memcopy) */ + for (i=0; i < pfc->size; i ++) { + if (fzw.fc.read[i] == _TRUE_) + pfc->read[i] = _TRUE_; } + + /* Free tuned pfc */ + parser_free(&(fzw.fc)); + + /** Free arrays allocated */ + free(fzw.unknown_parameters_index); + free(fzw.target_name); + free(fzw.target_value); } /* Now Horndeski should be tuned */ @@ -501,4692 +894,5394 @@ int input_init( } -int input_read_parameters( - struct file_content * pfc, - struct precision * ppr, - struct background *pba, - struct thermo *pth, - struct perturbs *ppt, - struct transfers *ptr, - struct primordial *ppm, - struct spectra *psp, - struct nonlinear * pnl, - struct lensing *ple, - struct output *pop, - ErrorMsg errmsg - ) { - - /** Summary: */ - /** - define local variables */ +/** + * Related to 'shooting': for each target, check whether it is + * sufficient to stick to the default value of the unkown parameter + * (for instance: if the target parameter is a density and the target + * value is zero, the unkown parameter should remain zero like in the + * default) + * + * @param pfc Input: pointer to local structure + * @param target_name Input: list of possible target names + * @param target_value Input: list of possible target values + * @param needs_shooting Output: needs shooting? + * @param errmsg Input/Output: Error message + * @return the error status + */ - int flag1,flag2,flag3,flag4; - double param1,param2,param3,param4; - int N_ncdm=0,n,entries_read; - int int1,fileentries; - double scf_lambda; - double fnu_factor; - double * pointer1; - char string1[_ARGUMENT_LENGTH_MAX_]; - char string2[_ARGUMENT_LENGTH_MAX_]; - double k1=0.; - double k2=0.; - double prr1=0.; - double prr2=0.; - double pii1=0.; - double pii2=0.; - double pri1=0.; - double pri2=0.; - double n_iso=0.; - double f_iso=0.; - double n_cor=0.; - double c_cor=0.; +int input_needs_shooting_for_target(struct file_content * pfc, + enum target_names target_name, + double target_value, + int * needs_shooting, + ErrorMsg errmsg){ - double Omega_tot; + *needs_shooting = _TRUE_; + switch (target_name){ + case Omega_dcdmdr: + case omega_dcdmdr: + case Omega_scf: + case Omega_ini_dcdm: + case omega_ini_dcdm: + /* Check that Omega's or omega's are nonzero: */ + if (target_value == 0.) + *needs_shooting = _FALSE_; + break; + case Omega_smg: + if (target_value == 0.) + *needs_shooting = _FALSE_; + break; + case M2_today_smg: + default: + /* Default is no additional checks */ + *needs_shooting = _TRUE_; + break; + } - int i; + return _SUCCESS_; - double sigma_B; /* Stefan-Boltzmann constant in \f$ W/m^2/K^4 = Kg/K^4/s^3 \f$*/ +} - double rho_ncdm; - double R0,R1,R2,R3,R4; - double PSR0,PSR1,PSR2,PSR3,PSR4; - double HSR0,HSR1,HSR2,HSR3,HSR4; +/** + * Related to 'shooting': Find the root of a one-dimensional + * function. This function starts from a first guess, then uses a few + * steps to bracket the root, and then calls another function to + * actually get the root. + * + * @param xzero Output: root x such that f(x)=0 up to tolerance (f(x) = input_fzerofun_1d) + * @param fevals Output: number of iterations (that is, of CLASS runs) needed to find the root + * @param tol_x_rel Input : Relative tolerance compared to bracket of root that is used to find root. + * @param pfzw Input : pointer to workspace containing targets, unkown parameters and other relevant information + * @param errmsg Input/Output: Error message + * @return the error status + */ - double z_max=0.; - int bin; - int input_verbose=0; +int input_find_root(double *xzero, + int *fevals, + double tol_x_rel, + struct fzerofun_workspace *pfzw, + ErrorMsg errmsg){ - sigma_B = 2. * pow(_PI_,5) * pow(_k_B_,4) / 15. / pow(_h_P_,3) / pow(_c_,2); + /** Summary: */ - /** - set all parameters (input and precision) to default values */ - - class_call(input_default_params(pba, - pth, - ppt, - ptr, - ppm, - psp, - pnl, - ple, - pop), - errmsg, - errmsg); + /** Define local variables */ + double x1, x2, f1, f2, dxdy, dx; + int iter, iter2; + int return_function; - class_call(input_default_precision(ppr), + /** Fisrt we do our guess */ + class_call(input_get_guess(&x1, &dxdy, pfzw, errmsg), errmsg, errmsg); - /** - if entries passed in file_content structure, carefully read - and interpret each of them, and tune the relevant input - parameters accordingly*/ - - class_read_int("input_verbose",input_verbose); - - /** Knowing the gauge from the very beginning is useful (even if - this could be a run not requiring perturbations at all: even in - that case, knowing the gauge is important e.g. for fixing the - sampling in momentum space for non-cold dark matter) */ - - class_call(parser_read_string(pfc,"gauge",&string1,&flag1,errmsg), + class_call(input_fzerofun_1d(x1, pfzw, &f1, errmsg), errmsg, errmsg); - if (flag1 == _TRUE_) { + (*fevals)++; + dx = 1.5*f1*dxdy; - if ((strstr(string1,"newtonian") != NULL) || (strstr(string1,"Newtonian") != NULL) || (strstr(string1,"new") != NULL)) { - ppt->gauge = newtonian; + /** Then we do a linear hunt for the boundaries */ + /* Try fifteen times to go above and below the root (i.e. where shooting succeeds) */ + for (iter=1; iter<=15; iter++){ + x2 = x1 - dx; + /* Try three times to get a 'reasonable' value, i.e. no CLASS error */ + for (iter2=1; iter2 <= 3; iter2++) { + return_function = input_fzerofun_1d(x2, pfzw, &f2, errmsg); + (*fevals)++; + if (return_function ==_SUCCESS_) { + break; + } + else if (iter2 < 3) { + dx*=0.5; + x2 = x1-dx; + } + else { + class_stop(errmsg,errmsg); + } } - - if ((strstr(string1,"synchronous") != NULL) || (strstr(string1,"sync") != NULL) || (strstr(string1,"Synchronous") != NULL)) { - ppt->gauge = synchronous; + if (f1*f2<0.0){ + /* Root has been bracketed */ + break; } + x1 = x2; + f1 = f2; } - /** Main flag for the quasi-static approximation scheme */ + /** Find root using Ridders method (Exchange for bisection if you are old-school) */ + class_call(input_fzero_ridder(input_fzerofun_1d, + x1, + x2, + tol_x_rel*MAX(fabs(x1),fabs(x2)), + pfzw, + &f1, + &f2, + xzero, + fevals, + errmsg), + errmsg,errmsg); - class_call(parser_read_string(pfc,"method_qs_smg",&string1,&flag1,errmsg), - errmsg, - errmsg); + return _SUCCESS_; - if (flag1 == _TRUE_) { +} - if ((strstr(string1,"automatic") != NULL) || (strstr(string1,"a") != NULL) || (strstr(string1,"A") != NULL)) { - ppt->method_qs_smg = automatic; - } +/** + * Related to 'shooting': defines 1d function of which we want to find + * the root during the shooting. The function is simply: "prediction + * of CLASS for a target parameter y given a parameter x - targeted + * value of y" + * + * @param input Input: value of x + * @param pfzw Input: pointer to workspace containing targets, unkown parameters and other relevant information + * @param output Ouput: f(x) = y - y_targeted + * @param error_message Input/Output: Error message + * @return the error status + */ - if ((strstr(string1,"fully_dynamic") != NULL) || (strstr(string1,"fd") != NULL) || (strstr(string1,"FD") != NULL)) { - ppt->method_qs_smg = fully_dynamic; - } +int input_fzerofun_1d(double input, + void* pfzw, + double *output, + ErrorMsg error_message){ - if ((strstr(string1,"quasi_static") != NULL) || (strstr(string1,"qs") != NULL) || (strstr(string1,"QS") != NULL)) { - ppt->method_qs_smg = quasi_static; - } + class_call(input_try_unknown_parameters(&input, + 1, + pfzw, + output, + error_message), + error_message, + error_message); - if ((strstr(string1,"fully_dynamic_debug") != NULL) || (strstr(string1,"fdd") != NULL) || (strstr(string1,"FDD") != NULL)) { - ppt->method_qs_smg = fully_dynamic_debug; - } + return _SUCCESS_; - if ((strstr(string1,"quasi_static_debug") != NULL) || (strstr(string1,"qsd") != NULL) || (strstr(string1,"QSD") != NULL)) { - ppt->method_qs_smg = quasi_static_debug; - } - } +} - /** (a) background parameters */ +/** + * Related to 'shooting': using Ridders' method, return the root x of + * a function f(x) known to lie between x1 and x2, up to some + * tolerance. Note that this function is very generic and could easily + * be moved to the tools (and be used in other modules). + * + * @param func Input: function y=f(x), with arguments: x, pointer to y, and another pointer containing several fixed parameters + * @param x1 Input: lower boundary x1a_today); +int input_fzero_ridder(int (*func)(double x, + void *param, + double *y, + ErrorMsg error_message), + double x1, + double x2, + double xtol, + void *param, + double *Fx1, + double *Fx2, + double *xzero, + int *fevals, + ErrorMsg error_message){ - /** - h (dimensionless) and [\f$ H_0/c\f$] in \f$ Mpc^{-1} = h / 2997.9... = h * 10^5 / c \f$ */ - class_call(parser_read_double(pfc,"H0",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"h",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), - errmsg, - "In input file, you cannot enter both h and H0, choose one"); - if (flag1 == _TRUE_) { - pba->H0 = param1 * 1.e3 / _c_; - pba->h = param1 / 100.; - } - if (flag2 == _TRUE_) { - pba->H0 = param2 * 1.e5 / _c_; - pba->h = param2; - } + /** Summary: */ - /** - Omega_0_g (photons) and T_cmb */ - class_call(parser_read_double(pfc,"T_cmb",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"Omega_g",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"omega_g",¶m3,&flag3,errmsg), - errmsg, - errmsg); - class_test(class_at_least_two_of_three(flag1,flag2,flag3), - errmsg, - "In input file, you can only enter one of T_cmb, Omega_g or omega_g, choose one"); + /** Define local variables */ + int j,MAXIT=1000; + double ans,fh,fl,fm,fnew,s,xh,xl,xm,xnew; - if (class_none_of_three(flag1,flag2,flag3)) { - pba->Omega0_g = (4.*sigma_B/_c_*pow(pba->T_cmb,4.)) / (3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_); + if ((Fx1!=NULL)&&(Fx2!=NULL)){ + fl = *Fx1; + fh = *Fx2; } - else { - - if (flag1 == _TRUE_) { - /** - Omega0_g = rho_g / rho_c0, each of them expressed in \f$ Kg/m/s^2 \f$*/ - /** - rho_g = (4 sigma_B / c) \f$ T^4 \f$*/ - /** - rho_c0 \f$ = 3 c^2 H_0^2 / (8 \pi G) \f$*/ - pba->Omega0_g = (4.*sigma_B/_c_*pow(param1,4.)) / (3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_); - pba->T_cmb=param1; - } - - if (flag2 == _TRUE_) { - pba->Omega0_g = param2; - pba->T_cmb=pow(pba->Omega0_g * (3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_) / (4.*sigma_B/_c_),0.25); - } + else{ + class_call((*func)(x1, param, &fl, error_message), + error_message, error_message); + class_call((*func)(x2, param, &fh, error_message), + error_message, error_message); - if (flag3 == _TRUE_) { - pba->Omega0_g = param3/pba->h/pba->h; - pba->T_cmb = pow(pba->Omega0_g * (3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_) / (4.*sigma_B/_c_),0.25); - } + *fevals = (*fevals)+2; } + if ((fl > 0.0 && fh < 0.0) || (fl < 0.0 && fh > 0.0)) { + xl=x1; + xh=x2; + ans=-1.11e11; + for (j=1;j<=MAXIT;j++) { + xm=0.5*(xl+xh); + class_call((*func)(xm, param, &fm, error_message), + error_message, error_message); + *fevals = (*fevals)+1; + s=sqrt(fm*fm-fl*fh); + if (s == 0.0){ + *xzero = ans; + return _SUCCESS_; + } + xnew=xm+(xm-xl)*((fl >= fh ? 1.0 : -1.0)*fm/s); + if (fabs(xnew-ans) <= xtol) { + *xzero = ans; + return _SUCCESS_; + } - Omega_tot = pba->Omega0_g; - - /** - Omega_0_b (baryons) */ - class_call(parser_read_double(pfc,"Omega_b",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"omega_b",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), - errmsg, - "In input file, you can only enter one of Omega_b or omega_b, choose one"); - if (flag1 == _TRUE_) - pba->Omega0_b = param1; - if (flag2 == _TRUE_) - pba->Omega0_b = param2/pba->h/pba->h; - - Omega_tot += pba->Omega0_b; - - /** - Omega_0_ur (ultra-relativistic species / massless neutrino) */ - - /* (a) try to read N_ur */ - class_call(parser_read_double(pfc,"N_ur",¶m1,&flag1,errmsg), - errmsg, - errmsg); + ans=xnew; + class_call((*func)(ans, param, &fnew, error_message), + error_message, error_message); + *fevals = (*fevals)+1; + if (fnew == 0.0){ + *xzero = ans; + return _SUCCESS_; + } - /* these lines have been added for compatibility with deprecated syntax 'N_eff' instead of 'N_ur', in the future they could be suppressed */ - class_call(parser_read_double(pfc,"N_eff",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), - errmsg, - "In input file, you can only enter one of N_eff (deprecated syntax) or N_ur (up-to-date syntax), since they botgh describe the same, i.e. the contribution ukltra-relativistic species to the effective neutrino number"); - if (flag2 == _TRUE_) { - param1 = param2; - flag1 = _TRUE_; - flag2 = _FALSE_; + if (NRSIGN(fm,fnew) != fm) { + xl=xm; + fl=fm; + xh=ans; + fh=fnew; + } + else if (NRSIGN(fl,fnew) != fl) { + xh=ans; + fh=fnew; + } + else if (NRSIGN(fh,fnew) != fh) { + xl=ans; + fl=fnew; + } + else{ + return _FAILURE_; + } + if (fabs(xh-xl) <= xtol) { + *xzero = ans; + return _SUCCESS_; + } + } + class_stop(error_message,"zriddr exceed maximum iterations"); } - /* end of lines for deprecated syntax */ - - /* (b) try to read Omega_ur */ - class_call(parser_read_double(pfc,"Omega_ur",¶m2,&flag2,errmsg), - errmsg, - errmsg); - /* (c) try to read omega_ur */ - class_call(parser_read_double(pfc,"omega_ur",¶m3,&flag3,errmsg), - errmsg, - errmsg); - - /* (d) infer the unpassed ones from the passed one */ - class_test(class_at_least_two_of_three(flag1,flag2,flag3), - errmsg, - "In input file, you can only enter one of N_eff, Omega_ur or omega_ur, choose one"); - - if (class_none_of_three(flag1,flag2,flag3)) { - pba->Omega0_ur = 3.046*7./8.*pow(4./11.,4./3.)*pba->Omega0_g; - } else { - - if (flag1 == _TRUE_) { - pba->Omega0_ur = param1*7./8.*pow(4./11.,4./3.)*pba->Omega0_g; - } - if (flag2 == _TRUE_) { - pba->Omega0_ur = param2; - } - if (flag3 == _TRUE_) { - pba->Omega0_ur = param3/pba->h/pba->h; - } + if (fl == 0.0) return x1; + if (fh == 0.0) return x2; + class_stop(error_message,"root must be bracketed in zriddr."); } + class_stop(error_message,"Failure in int."); +} - class_call(parser_read_double(pfc,"ceff2_ur",¶m1,&flag1,errmsg), - errmsg, - errmsg); - if (flag1 == _TRUE_) ppt->three_ceff2_ur = 3.*param1; - class_call(parser_read_double(pfc,"cvis2_ur",¶m1,&flag1,errmsg), - errmsg, - errmsg); - if (flag1 == _TRUE_) ppt->three_cvis2_ur = 3.*param1; +/** + * Related to 'shooting': we define here a reasonable analytic guess + * for each unknown parameter as a function of its target + * parameter. We must also estimate dxdy, i.e. how the unknown + * parameter responds to the target parameter. This can simply be + * estimated as the derivative of the guess formula. + * + * @param xguess Output: guess for unkown parameter x given target parameter y + * @param dxdy Output: guess for derivative dx/dy + * @param pfzw Input : pointer to workspace containing targets, unkown parameters and other relevant information + * @param errmsg Input/Output: Error message + * @return the error status + */ - Omega_tot += pba->Omega0_ur; +int input_get_guess(double *xguess, + double *dxdy, + struct fzerofun_workspace * pfzw, + ErrorMsg errmsg){ - /** - Omega_0_cdm (CDM) */ - class_call(parser_read_double(pfc,"Omega_cdm",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"omega_cdm",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), - errmsg, - "In input file, you can only enter one of Omega_cdm or omega_cdm, choose one"); - if (flag1 == _TRUE_) - pba->Omega0_cdm = param1; - if (flag2 == _TRUE_) - pba->Omega0_cdm = param2/pba->h/pba->h; + /** Summary: */ - Omega_tot += pba->Omega0_cdm; + /** Define local variables */ + struct precision pr; /* for precision parameters */ + struct background ba; /* for cosmological background */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct transfer tr; /* for transfer functions */ + struct primordial pm; /* for primordial spectra */ + struct harmonic hr; /* for output spectra */ + struct fourier fo; /* for non-linear spectra */ + struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ + struct output op; /* for output files */ + int i; + double Omega_M, a_decay, gamma, Omega0_dcdmdr=1.0; + int index_guess; - /** - Omega_0_dcdmdr (DCDM) */ - class_call(parser_read_double(pfc,"Omega_dcdmdr",¶m1,&flag1,errmsg), + /* Cheat to read only known parameters: */ + pfzw->fc.size -= pfzw->target_size; + + class_call(input_read_precisions(&(pfzw->fc),&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op, + errmsg), errmsg, errmsg); - class_call(parser_read_double(pfc,"omega_dcdmdr",¶m2,&flag2,errmsg), + class_call(input_read_parameters(&(pfzw->fc),&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op, + errmsg), errmsg, errmsg); - class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), - errmsg, - "In input file, you can only enter one of Omega_dcdmdr or omega_dcdmdr, choose one"); - if (flag1 == _TRUE_) - pba->Omega0_dcdmdr = param1; - if (flag2 == _TRUE_) - pba->Omega0_dcdmdr = param2/pba->h/pba->h; - if (pba->Omega0_dcdmdr > 0) { + pfzw->fc.size += pfzw->target_size; - Omega_tot += pba->Omega0_dcdmdr; + /** Estimate dxdy */ + for (index_guess=0; index_guess < pfzw->target_size; index_guess++) { + switch (pfzw->target_name[index_guess]) { + case theta_s: + case theta_s_100: + xguess[index_guess] = 3.54*pow(pfzw->target_value[index_guess],2)-5.455*pfzw->target_value[index_guess]+2.548; + dxdy[index_guess] = (7.08*pfzw->target_value[index_guess]-5.455); + /** Update pb to reflect guess */ + ba.h = xguess[index_guess]; + ba.H0 = ba.h * 1.e5 / _c_; + break; + case Omega_dcdmdr: + Omega_M = ba.Omega0_cdm+ba.Omega0_idm+ba.Omega0_dcdmdr+ba.Omega0_b; + /* * + * This formula is exact in a Matter + Lambda Universe, but only for Omega_dcdm, + * not the combined. + * sqrt_one_minus_M = sqrt(1.0 - Omega_M); + * xguess[index_guess] = pfzw->target_value[index_guess]* + * exp(2./3.*ba.Gamma_dcdm/ba.H0* + * atanh(sqrt_one_minus_M)/sqrt_one_minus_M); + * dxdy[index_guess] = 1.0;//exp(2./3.*ba.Gamma_dcdm/ba.H0*atanh(sqrt_one_minus_M)/sqrt_one_minus_M); + * */ + gamma = ba.Gamma_dcdm/ba.H0; + if (gamma < 1) + a_decay = 1.0; + else + a_decay = pow(1+(gamma*gamma-1.)/Omega_M,-1./3.); + xguess[index_guess] = pfzw->target_value[index_guess]/a_decay; + dxdy[index_guess] = 1./a_decay; + break; + case omega_dcdmdr: + Omega_M = ba.Omega0_cdm+ba.Omega0_idm+ba.Omega0_dcdmdr+ba.Omega0_b; + gamma = ba.Gamma_dcdm/ba.H0; + if (gamma < 1) + a_decay = 1.0; + else + a_decay = pow(1+(gamma*gamma-1.)/Omega_M,-1./3.); + xguess[index_guess] = pfzw->target_value[index_guess]/ba.h/ba.h/a_decay; + dxdy[index_guess] = 1./a_decay/ba.h/ba.h; + break; + case Omega_scf: + /* * + * This guess is arbitrary, something nice using WKB should be implemented. + * Version 2 uses a fit + * xguess[index_guess] = 1.77835*pow(ba.Omega0_scf,-2./7.); + * dxdy[index_guess] = -0.5081*pow(ba.Omega0_scf,-9./7.)`; + * Version 3: use attractor solution + * */ + if (ba.scf_tuning_index == 0){ + xguess[index_guess] = sqrt(3.0/ba.Omega0_scf); + dxdy[index_guess] = -0.5*sqrt(3.0)*pow(ba.Omega0_scf,-1.5); + } + else{ + /* Default: take the passed value as xguess and set dxdy to 1. */ + xguess[index_guess] = ba.scf_parameters[ba.scf_tuning_index]; + dxdy[index_guess] = 1.; + } + break; + case omega_ini_dcdm: + Omega0_dcdmdr = 1./(ba.h*ba.h); + case Omega_ini_dcdm: + /* This works since correspondence is Omega_ini_dcdm -> Omega_dcdmdr and + omega_ini_dcdm -> omega_dcdmdr */ + Omega0_dcdmdr *=pfzw->target_value[index_guess]; + Omega_M = ba.Omega0_cdm+ba.Omega0_idm+Omega0_dcdmdr+ba.Omega0_b; + gamma = ba.Gamma_dcdm/ba.H0; + if (gamma < 1) + a_decay = 1.0; + else + a_decay = pow(1+(gamma*gamma-1.)/Omega_M,-1./3.); + xguess[index_guess] = pfzw->target_value[index_guess]*a_decay; + dxdy[index_guess] = a_decay; + if (gamma > 100) + dxdy[index_guess] *= gamma/100; + break; - /** - Read Omega_ini_dcdm or omega_ini_dcdm */ - class_call(parser_read_double(pfc,"Omega_ini_dcdm",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"omega_ini_dcdm",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), - errmsg, - "In input file, you can only enter one of Omega_ini_dcdm or omega_ini_dcdm, choose one"); - if (flag1 == _TRUE_) - pba->Omega_ini_dcdm = param1; - if (flag2 == _TRUE_) - pba->Omega_ini_dcdm = param2/pba->h/pba->h; + case sigma8: + /* Assume linear relationship between A_s and sigma8 and fix coefficient + according to vanilla LambdaCDM. Should be good enough... */ + xguess[index_guess] = 2.43e-9/0.87659*pfzw->target_value[index_guess]; + dxdy[index_guess] = 2.43e-9/0.87659; + break; + case S8: + /* Assume linear relationship between A_s and S8 and fix coefficient + according to vanilla LambdaCDM. Should be good enough... */ + xguess[index_guess] = 2.43e-9/0.891*pfzw->target_value[index_guess]; + dxdy[index_guess] = 2.43e-9/0.891; + break; - /** - Read Gamma in same units as H0, i.e. km/(s Mpc)*/ - class_read_double("Gamma_dcdm",pba->Gamma_dcdm); - /* Convert to Mpc */ - pba->Gamma_dcdm *= (1.e3 / _c_); + case Omega_smg: + xguess[index_guess] = ba.parameters_smg[ba.tuning_index_smg]; + dxdy[index_guess] = ba.tuning_dxdy_guess_smg; + break; + case M2_today_smg: + xguess[index_guess] = ba.parameters_smg[ba.tuning_index_2_smg]; + dxdy[index_guess] = 1; + } + } + for (i=0; ifc.size; i++) { + pfzw->fc.read[i] = _FALSE_; } - /** - non-cold relics (ncdm) */ - class_read_int("N_ncdm",N_ncdm); - if ((flag1 == _TRUE_) && (N_ncdm > 0)){ - pba->N_ncdm = N_ncdm; - /* Precision parameters for ncdm has to be read now since they are used here:*/ - class_read_double("tol_M_ncdm",ppr->tol_M_ncdm); - class_read_double("tol_ncdm_newtonian",ppr->tol_ncdm_newtonian); - class_read_double("tol_ncdm_synchronous",ppr->tol_ncdm_synchronous); - class_read_double("tol_ncdm_bg",ppr->tol_ncdm_bg); - if (ppt->gauge == synchronous) - ppr->tol_ncdm = ppr->tol_ncdm_synchronous; - if (ppt->gauge == newtonian) - ppr->tol_ncdm = ppr->tol_ncdm_newtonian; + /** - Deallocate everything allocated by input_read_parameters */ + background_free_input(&ba); + thermodynamics_free_input(&th); + perturbations_free_input(&pt); - /* Quadrature modes, 0 is qm_auto. */ - class_read_list_of_integers_or_default("Quadrature strategy",pba->ncdm_quadrature_strategy,0,N_ncdm); - /* Number of momentum bins */ - class_read_list_of_integers_or_default("Number of momentum bins",pba->ncdm_input_q_size,-1,N_ncdm); + return _SUCCESS_; - /* qmax, if relevant */ - class_read_list_of_doubles_or_default("Maximum q",pba->ncdm_qmax,15,N_ncdm); +} - /* Read temperatures: */ - class_read_list_of_doubles_or_default("T_ncdm",pba->T_ncdm,pba->T_ncdm_default,N_ncdm); +/** + * Related to 'shooting': when there is one or more targets, call + * CLASS up to the highest needed computation stage, for a given set + * of unknown parameters; obtain the corresponding target parameters; + * and return the vector of each [target - targeted_value]. + * + * @param unknown_parameter Input: vector of unkownn parameters x + * @param unknown_parameters_size Input: size of this vector + * @param voidpfzw Input: pointer to workspace containing targets, unkown parameters and other relevant information + * @param output Output: vector of target parameters y + * @param errmsg Input/Output: Error message + * @return the error status + */ - /* Read chemical potentials: */ - class_read_list_of_doubles_or_default("ksi_ncdm",pba->ksi_ncdm,pba->ksi_ncdm_default,N_ncdm); +int input_try_unknown_parameters(double * unknown_parameter, + int unknown_parameters_size, + void * voidpfzw, + double * output, + ErrorMsg errmsg){ + /** Summary */ - /* Read degeneracy of each ncdm species: */ - class_read_list_of_doubles_or_default("deg_ncdm",pba->deg_ncdm,pba->deg_ncdm_default,N_ncdm); + /** Define local variables */ + struct precision pr; /* for precision parameters */ + struct background ba; /* for cosmological background */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct transfer tr; /* for transfer functions */ + struct primordial pm; /* for primordial spectra */ + struct harmonic hr; /* for output spectra */ + struct fourier fo; /* for non-linear spectra */ + struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ + struct output op; /* for output files */ - /* Read mass of each ncdm species: */ - class_read_list_of_doubles_or_default("m_ncdm",pba->m_ncdm_in_eV,0.0,N_ncdm); + int i; + double rho_dcdm_today, rho_dr_today; + struct fzerofun_workspace * pfzw; + int input_verbose; + int flag; + int param; + short compute_sigma8 = _FALSE_; - /* Read Omega of each ncdm species: */ - class_read_list_of_doubles_or_default("Omega_ncdm",pba->Omega0_ncdm,0.0,N_ncdm); + pfzw = (struct fzerofun_workspace *) voidpfzw; + /** Read input parameters */ + // This needs to be done with enough accuracy. A standard double has a relative + // precision of around 1e-16, so 1e-20 should be good enough for the shooting + for (i=0; i < unknown_parameters_size; i++) { + class_sprintf(pfzw->fc.value[pfzw->unknown_parameters_index[i]],"%.20e",unknown_parameter[i]); + } - /* Read omega of each ncdm species: (Use pba->M_ncdm temporarily)*/ - class_read_list_of_doubles_or_default("omega_ncdm",pba->M_ncdm,0.0,N_ncdm); + class_call(input_read_precisions(&(pfzw->fc),&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op, + errmsg), + errmsg, + errmsg); - /* Check for duplicate Omega/omega entries, missing mass definition and - update pba->Omega0_ncdm:*/ - for(n=0; nM_ncdm holds value of omega */ - if (pba->M_ncdm[n]!=0.0){ - class_test(pba->Omega0_ncdm[n]!=0,errmsg, - "Nonzero values for both Omega and omega for ncdm species %d are specified!",n); - pba->Omega0_ncdm[n] = pba->M_ncdm[n]/pba->h/pba->h; - } - if ((pba->Omega0_ncdm[n]==0.0) && (pba->m_ncdm_in_eV[n]==0.0)) { - /* this is the right place for passing the default value of - the mass (all parameters must have a default value; most of - them are defined in input_default_params{}, but the ncdm mass - is a bit special and there is no better place for setting its - default value). We put an arbitrary value m << 10^-3 eV, - i.e. the ultra-relativistic limit.*/ - pba->m_ncdm_in_eV[n]=1.e-5; - } - } - - /* Check if filenames for interpolation tables are given: */ - class_read_list_of_integers_or_default("use_ncdm_psd_files",pba->got_files,_FALSE_,N_ncdm); + class_call(input_read_parameters(&(pfzw->fc),&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op, + errmsg), + errmsg, + errmsg); - if (flag1==_TRUE_){ - for(n=0,fileentries=0; ngot_files[n] == _TRUE_) fileentries++; - } + class_call(parser_read_int(&(pfzw->fc),"input_verbose",¶m,&flag,errmsg), + errmsg, + errmsg); - if (fileentries > 0) { + if (flag == _TRUE_) + input_verbose = param; + else + input_verbose = 0; - /* Okay, read filenames.. */ - class_call(parser_read_list_of_strings(pfc,"ncdm_psd_filenames", - &entries_read,&(pba->ncdm_psd_files),&flag2,errmsg), - errmsg, - errmsg); - class_test(flag2 == _FALSE_,errmsg, - "Input use_ncdm_files is found, but no filenames found!"); - class_test(entries_read != fileentries,errmsg, - "Number of filenames found, %d, does not match number of _TRUE_ values in use_ncdm_files, %d", - entries_read,fileentries); - } + /** Optimise flags for sigma8 calculation.*/ + for (i=0; i < unknown_parameters_size; i++) { + if (pfzw->target_name[i] == sigma8) { + compute_sigma8 = _TRUE_; } - /* Read (optional) p.s.d.-parameters:*/ - parser_read_list_of_doubles(pfc, - "ncdm_psd_parameters", - &entries_read, - &(pba->ncdm_psd_parameters), - &flag2, - errmsg); + if (pfzw->target_name[i] == S8) { + compute_sigma8 = _TRUE_; + } + } - class_call(background_ncdm_init(ppr,pba), - pba->error_message, - errmsg); + /* Sigma8 depends on linear P(k), so no need to run anything except linear P(k) during shooting */ + if (compute_sigma8 == _TRUE_) { + /* In June 2020 the k_max_for_pk was increased for higher precision, + and in February 2022 the value was converted into a set of two precision parameters */ + pt.k_max_for_pk= + MIN(MAX(pr.k_max_for_pk_sigma8_min, pt.k_max_for_pk), + pr.k_max_for_pk_sigma8_max); + pt.has_pk_matter=_TRUE_; + pt.has_perturbations = _TRUE_; + pt.has_cl_cmb_temperature = _FALSE_; + pt.has_cls = _FALSE_; + pt.has_cl_cmb_polarization = _FALSE_; + pt.has_cl_cmb_lensing_potential = _FALSE_; + pt.has_cl_number_count = _FALSE_; + pt.has_cl_lensing_potential=_FALSE_; + pt.has_density_transfers=_FALSE_; + pt.has_velocity_transfers=_FALSE_; + fo.has_pk_eq=_FALSE_; + fo.method=nl_none; + } - /* We must calculate M from omega or vice versa if one of them is missing. - If both are present, we must update the degeneracy parameter to - reflect the implicit normalization of the distribution function.*/ - for (n=0; n < N_ncdm; n++){ - if (pba->m_ncdm_in_eV[n] != 0.0){ - /* Case of only mass or mass and Omega/omega: */ - pba->M_ncdm[n] = pba->m_ncdm_in_eV[n]/_k_B_*_eV_/pba->T_ncdm[n]/pba->T_cmb; - class_call(background_ncdm_momenta(pba->q_ncdm_bg[n], - pba->w_ncdm_bg[n], - pba->q_size_ncdm_bg[n], - pba->M_ncdm[n], - pba->factor_ncdm[n], - 0., - NULL, - &rho_ncdm, - NULL, - NULL, - NULL), - pba->error_message, - errmsg); - if (pba->Omega0_ncdm[n] == 0.0){ - pba->Omega0_ncdm[n] = rho_ncdm/pba->H0/pba->H0; - } - else{ - fnu_factor = (pba->H0*pba->H0*pba->Omega0_ncdm[n]/rho_ncdm); - pba->factor_ncdm[n] *= fnu_factor; - /* dlnf0dlnq is already computed, but it is - independent of any normalization of f0. - We don't need the factor anymore, but we - store it nevertheless:*/ - pba->deg_ncdm[n] *=fnu_factor; - } - } - else{ - /* Case of only Omega/omega: */ - class_call(background_ncdm_M_from_Omega(ppr,pba,n), - pba->error_message, - errmsg); - //printf("M_ncdm:%g\n",pba->M_ncdm[n]); - pba->m_ncdm_in_eV[n] = _k_B_/_eV_*pba->T_ncdm[n]*pba->M_ncdm[n]*pba->T_cmb; - } - pba->Omega0_ncdm_tot += pba->Omega0_ncdm[n]; - //printf("Adding %g to total Omega..\n",pba->Omega0_ncdm[n]); - } + /** Shoot forward into class up to required stage */ + if (pfzw->required_computation_stage >= cs_background){ + if (input_verbose>2) + printf("Stage 1: background\n"); + ba.background_verbose = 0; + class_call_except(background_init(&pr,&ba), ba.error_message, errmsg, background_free_input(&ba);thermodynamics_free_input(&th);perturbations_free_input(&pt);); } - Omega_tot += pba->Omega0_ncdm_tot; - /** - Omega_0_k (effective fractional density of curvature) */ - class_read_double("Omega_k",pba->Omega0_k); - /** - Set curvature parameter K */ - pba->K = -pba->Omega0_k*pow(pba->a_today*pba->H0,2); - /** - Set curvature sign */ - if (pba->K > 0.) pba->sgnK = 1; - else if (pba->K < 0.) pba->sgnK = -1; + if (pfzw->required_computation_stage >= cs_thermodynamics){ + if (input_verbose>2) + printf("Stage 2: thermodynamics\n"); + pr.thermo_Nz_lin = 10000; + pr.thermo_Nz_log = 500; + th.thermodynamics_verbose = 0; + th.hyrec_verbose = 0; + class_call_except(thermodynamics_init(&pr,&ba,&th), th.error_message, errmsg, background_free(&ba);thermodynamics_free_input(&th);perturbations_free_input(&pt);); + } - /* Omega_0_lambda (cosmological constant), Omega0_fld (dark energy fluid), - Omega0_scf (scalar field), Omega0_smg (scalar modified gravity) */ + if (pfzw->required_computation_stage >= cs_perturbations){ + if (input_verbose>2) + printf("Stage 3: perturbations\n"); + pt.perturbations_verbose = 0; + class_call_except(perturbations_init(&pr,&ba,&th,&pt), pt.error_message, errmsg, thermodynamics_free(&th);background_free(&ba);perturbations_free_input(&pt);); + } - class_call(parser_read_double(pfc,"Omega_Lambda",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"Omega_fld",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"Omega_scf",¶m3,&flag3,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"Omega_smg",¶m4,&flag4,errmsg), - errmsg, - errmsg); - /* Look for Omega_smg_debug if Omega_smg is not specified */ - if (flag4 == _FALSE_){ - class_call(parser_read_double(pfc,"Omega_smg_debug",¶m4,&flag4,errmsg), - errmsg, - errmsg); - if (flag4 == _TRUE_) - pba->Omega_smg_debug = param4; + if (pfzw->required_computation_stage >= cs_primordial){ + if (input_verbose>2) + printf("Stage 4: primordial\n"); + pm.primordial_verbose = 0; + class_call_except(primordial_init(&pr,&pt,&pm), pm.error_message, errmsg, perturbations_free(&pt);thermodynamics_free(&th);background_free(&ba)); } - class_test((flag3 == _TRUE_) && (flag4 == _TRUE_), - errmsg, - "In input file, either Omega_scf or Omega_smg must be zero. It is not possible to have both scalar fields present."); + if (pfzw->required_computation_stage >= cs_nonlinear){ + if (input_verbose>2) + printf("Stage 5: nonlinear\n"); + fo.fourier_verbose = 0; + class_call_except(fourier_init(&pr,&ba,&th,&pt,&pm,&fo), fo.error_message, errmsg, primordial_free(&pm);perturbations_free(&pt);thermodynamics_free(&th);background_free(&ba)); + } - class_test((flag1 == _TRUE_) && (flag2 == _TRUE_) && ((flag3 == _FALSE_) || (param3 >= 0.)) && (flag4 == _FALSE_), - errmsg, - "In input file, either Omega_Lambda or Omega_fld must be left unspecified, except if Omega_scf is set and <0.0, in which case the contribution from the scalar field will be the free parameter."); + if (pfzw->required_computation_stage >= cs_transfer){ + if (input_verbose>2) + printf("Stage 6: transfer\n"); + tr.transfer_verbose = 0; + class_call_except(transfer_init(&pr,&ba,&th,&pt,&fo,&tr), tr.error_message, errmsg, fourier_free(&fo);primordial_free(&pm);perturbations_free(&pt);thermodynamics_free(&th);background_free(&ba)); + } - class_test((flag1 == _TRUE_) && (flag2 == _TRUE_) && (flag3 == _FALSE_) && ((flag4 == _FALSE_) || (param4 >= 0.)), - errmsg, - "In input file, either Omega_Lambda or Omega_fld must be left unspecified, except if Omega_smg is set and <0.0, in which case the contribution from the scalar field will be the free parameter."); - - /** - --> (flag3(4) == _FALSE_) || (param3(4) >= 0.) explained: - * it means that either we have not read Omega_scf(smg) so we are ignoring it - * (unlike lambda and fld!) OR we have read it, but it had a - * positive value and should not be used for filling. - * We now proceed in two steps: - * 1) set each Omega0 and add to the total for each specified component. - * 2) go through the components in order {lambda, fld, scf(smg)} and - * fill using first unspecified component. - */ + if (pfzw->required_computation_stage >= cs_spectra){ + if (input_verbose>2) + printf("Stage 7: spectra\n"); + hr.harmonic_verbose = 0; + class_call_except(harmonic_init(&pr,&ba,&pt,&pm,&fo,&tr,&hr),hr.error_message, errmsg, transfer_free(&tr);fourier_free(&fo);primordial_free(&pm);perturbations_free(&pt);thermodynamics_free(&th);background_free(&ba)); + } - /** - Test that the user have not specified Omega_scf(smg) < 0 but left either - Omega_lambda or Omega_fld unspecified:*/ - class_test(((flag1 == _FALSE_)||(flag2 == _FALSE_)) && ((flag3 == _TRUE_) && (param3 < 0.)), - errmsg, - "It looks like you want to fulfil the closure relation sum Omega = 1 using the scalar field (scf), so you have to specify both Omega_lambda and Omega_fld in the .ini file"); - class_test(((flag1 == _FALSE_)||(flag2 == _FALSE_)) && ((flag4 == _TRUE_) && (param4 < 0.)), - errmsg, - "It looks like you want to fulfil the closure relation sum Omega = 1 using the scalar field (smg), so you have to specify both Omega_lambda and Omega_fld in the .ini file"); + /** Get the corresponding shoot variable and put into output */ + for (i=0; i < pfzw->target_size; i++) { + switch (pfzw->target_name[i]) { + case theta_s: + case theta_s_100: + output[i] = 100.*th.rs_rec/th.ra_rec-pfzw->target_value[i]; + break; + case Omega_dcdmdr: + rho_dcdm_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dcdm]; + if (ba.has_dr == _TRUE_) + rho_dr_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dr]; + else + rho_dr_today = 0.; + output[i] = (rho_dcdm_today+rho_dr_today)/(ba.H0*ba.H0)-pfzw->target_value[i]; + break; + case omega_dcdmdr: + rho_dcdm_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dcdm]; + if (ba.has_dr == _TRUE_) + rho_dr_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dr]; + else + rho_dr_today = 0.; + output[i] = (rho_dcdm_today+rho_dr_today)/(ba.H0*ba.H0)-pfzw->target_value[i]/ba.h/ba.h; + break; + case Omega_scf: + /** In case scalar field is used to fill, pba->Omega0_scf is not equal to pfzw->target_value[i].*/ + output[i] = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_scf]/(ba.H0*ba.H0)-ba.Omega0_scf; + break; + case Omega_ini_dcdm: + case omega_ini_dcdm: + rho_dcdm_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dcdm]; + if (ba.has_dr == _TRUE_) + rho_dr_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dr]; + else + rho_dr_today = 0.; + output[i] = -(rho_dcdm_today+rho_dr_today)/(ba.H0*ba.H0)+ba.Omega0_dcdmdr; + break; + case sigma8: + output[i] = fo.sigma8[fo.index_pk_m]; + break; + case S8: + output[i] = fo.sigma8[fo.index_pk_m]*sqrt(ba.Omega0_m/0.3); + break; + case Omega_smg: + output[i] = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_smg]/pow(ba.H0,2) - ba.Omega0_smg; + if (input_verbose > 2) + printf(" param[%i] = %e, Omega_smg = %.3e, %.3e, target = %.2e \n",ba.tuning_index_smg, + ba.parameters_smg[ba.tuning_index_smg], + ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_smg] + /ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_crit], ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_smg] + /pow(ba.H0,2),output[i]); + break; + case M2_today_smg: + output[i] = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_M2_smg] - ba.M2_today_smg; + if (input_verbose > 2) + printf("M2 = %e, want %e, param=%e\n", + ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_M2_smg], + ba.M2_today_smg, + ba.parameters_smg[ba.tuning_index_2_smg] + ); + } + } - /* Step 1 */ - if (flag1 == _TRUE_){ - pba->Omega0_lambda = param1; - Omega_tot += pba->Omega0_lambda; + /** Free structures */ + if (pfzw->required_computation_stage >= cs_spectra){ + class_call(harmonic_free(&hr), hr.error_message, errmsg); } - if (flag2 == _TRUE_){ - pba->Omega0_fld = param2; - Omega_tot += pba->Omega0_fld; + if (pfzw->required_computation_stage >= cs_transfer){ + class_call(transfer_free(&tr), tr.error_message, errmsg); } - if ((flag3 == _TRUE_) && (param3 >= 0.)){ - pba->Omega0_scf = param3; - Omega_tot += pba->Omega0_scf; + if (pfzw->required_computation_stage >= cs_nonlinear){ + class_call(fourier_free(&fo), fo.error_message, errmsg); } - if ((flag4 == _TRUE_) && (param4 >= 0.)){ - pba->Omega0_smg = param4; - Omega_tot += pba->Omega0_smg; + if (pfzw->required_computation_stage >= cs_primordial){ + class_call(primordial_free(&pm), pm.error_message, errmsg); } - /* Step 2 */ - if (flag1 == _FALSE_) { - //Fill with Lambda - pba->Omega0_lambda= 1. - pba->Omega0_k - Omega_tot; - if (input_verbose > 0) printf(" -> matched budget equations by adjusting Omega_Lambda = %e\n",pba->Omega0_lambda); + if (pfzw->required_computation_stage >= cs_perturbations){ + class_call(perturbations_free(&pt), pt.error_message, errmsg); } - else if (flag2 == _FALSE_) { - // Fill up with fluid - pba->Omega0_fld = 1. - pba->Omega0_k - Omega_tot; - if (input_verbose > 0) printf(" -> matched budget equations by adjusting Omega_fld = %e\n",pba->Omega0_fld); + if (pfzw->required_computation_stage >= cs_thermodynamics){ + class_call(thermodynamics_free(&th), th.error_message, errmsg); } - else if ((flag3 == _TRUE_) && (param3 < 0.)){ // Fill up with scalar field - // Fill up with scalar field - pba->Omega0_scf = 1. - pba->Omega0_k - Omega_tot; - if (input_verbose > 0) printf(" -> matched budget equations by adjusting Omega_scf = %e\n",pba->Omega0_scf); + if (pfzw->required_computation_stage >= cs_background){ + class_call(background_free(&ba), ba.error_message, errmsg); } - else if ((flag4 == _TRUE_) && (param4 < 0.)){ - // Fill up with scalar field - pba->Omega0_smg = 1. - pba->Omega0_k - Omega_tot; - if (input_verbose > 0) printf(" -> budget equations require Omega_smg = %e\n",pba->Omega0_smg); + + /** Set filecontent to unread */ + for (i=0; ifc.size; i++) { + pfzw->fc.read[i] = _FALSE_; } - /* - fprintf(stderr,"%e %e %e %e %e\n", - pba->Omega0_lambda, - pba->Omega0_fld, - pba->Omega0_scf, - pba->Omega0_k, - Omega_tot); - */ + /** Free pointers allocated on input if neccessary */ + if (pfzw->required_computation_stage < cs_perturbations) { + /** Some pointers in ppt may not be allocated if has_perturbations is _FALSE_, but this is handled in perturbations_free_input as neccessary. */ + perturbations_free_input(&pt); + } + if (pfzw->required_computation_stage < cs_thermodynamics) { + thermodynamics_free_input(&th); + } + if (pfzw->required_computation_stage < cs_background) { + background_free_input(&ba); + } + return _SUCCESS_; - if (pba->Omega0_fld != 0.) { +} - class_call(parser_read_string(pfc, - "use_ppf", - &string1, - &flag1, - errmsg), - errmsg, - errmsg); +/** + * Initialize the precision parameter structure. + * + * All precision parameters used in the other modules are listed here + * and assigned here a default value. + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbations structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to non-linear structure + * @param ple Input: pointer to lensing structure + * @param pop Input: pointer to output structure + * @param psd Input: pointer to distorsion structure + * @param errmsg Input: Error message + * @return the error status + */ - if (flag1 == _TRUE_){ - if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ - pba->use_ppf = _TRUE_; - class_read_double("c_gamma_over_c_fld",pba->c_gamma_over_c_fld); - } - else { - pba->use_ppf = _FALSE_; - } - } +int input_read_precisions(struct file_content * pfc, + struct precision * ppr, + struct background *pba, + struct thermodynamics *pth, + struct perturbations *ppt, + struct transfer *ptr, + struct primordial *ppm, + struct harmonic *phr, + struct fourier * pfo, + struct lensing *ple, + struct distortions *psd, + struct output *pop, + ErrorMsg errmsg){ - class_call(parser_read_string(pfc,"fluid_equation_of_state",&string1,&flag1,errmsg), - errmsg, - errmsg); + /** Summary: */ - if (flag1 == _TRUE_) { + /** - Define local variables */ - if ((strstr(string1,"CLP") != NULL) || (strstr(string1,"clp") != NULL)) { - pba->fluid_equation_of_state = CLP; - } + /** - Automatic estimate of machine precision */ + ppr->smallest_allowed_variation = DBL_EPSILON; - else if ((strstr(string1,"EDE") != NULL) || (strstr(string1,"ede") != NULL)) { - pba->fluid_equation_of_state = EDE; - } - - else { - class_stop(errmsg,"incomprehensible input '%s' for the field 'fluid_equation_of_state'",string1); - } - } - - if (pba->fluid_equation_of_state == CLP) { - class_read_double("w0_fld",pba->w0_fld); - class_read_double("wa_fld",pba->wa_fld); - class_read_double("cs2_fld",pba->cs2_fld); - } - - if (pba->fluid_equation_of_state == EDE) { - class_read_double("w0_fld",pba->w0_fld); - class_read_double("Omega_EDE",pba->Omega_EDE); - class_read_double("cs2_fld",pba->cs2_fld); - } - } - - /* Additional SCF parameters: */ - if (pba->Omega0_scf != 0.){ - /** - Read parameters describing scalar field potential */ - class_call(parser_read_list_of_doubles(pfc, - "scf_parameters", - &(pba->scf_parameters_size), - &(pba->scf_parameters), - &flag1, - errmsg), - errmsg,errmsg); - class_read_int("scf_tuning_index",pba->scf_tuning_index); - class_test(pba->scf_tuning_index >= pba->scf_parameters_size, - errmsg, - "Tuning index scf_tuning_index = %d is larger than the number of entries %d in scf_parameters. Check your .ini file.",pba->scf_tuning_index,pba->scf_parameters_size); - /** - Assign shooting parameter */ - class_read_double("scf_shooting_parameter",pba->scf_parameters[pba->scf_tuning_index]); - - scf_lambda = pba->scf_parameters[0]; - if ((fabs(scf_lambda) <3.)&&(pba->background_verbose>1)) - printf("lambda = %e <3 won't be tracking (for exp quint) unless overwritten by tuning function\n",scf_lambda); - - class_call(parser_read_string(pfc, - "attractor_ic_scf", - &string1, - &flag1, - errmsg), - errmsg, - errmsg); - - if (flag1 == _TRUE_){ - if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ - pba->attractor_ic_scf = _TRUE_; - } - else{ - pba->attractor_ic_scf = _FALSE_; - class_test(pba->scf_parameters_size<2, - errmsg, - "Since you are not using attractor initial conditions, you must specify phi and its derivative phi' as the last two entries in scf_parameters. See explanatory.ini for more details."); - pba->phi_ini_scf = pba->scf_parameters[pba->scf_parameters_size-2]; - pba->phi_prime_ini_scf = pba->scf_parameters[pba->scf_parameters_size-1]; - } - } + class_test(ppr->smallest_allowed_variation < 0, + ppr->error_message, + "smallest_allowed_variation = %e < 0", + ppr->smallest_allowed_variation); + + /* Assign the default precision settings (these very concise lines + assign all precision parameters thanks to the macros defined in + macros_precision.h) */ +#define __ASSIGN_DEFAULT_PRECISION__ +#include "precisions.h" +#undef __ASSIGN_DEFAULT_PRECISION__ + + /** Read all precision parameters from input (these very concise + lines parse all precision parameters thanks to the macros + defined in macros_precision.h) */ +#define __PARSE_PRECISION_PARAMETER__ +#include "precisions.h" +#undef __PARSE_PRECISION_PARAMETER__ + + if (pba->has_smg == _TRUE_) { + class_call( + input_readjust_precision_smg(ppr), + errmsg, + errmsg + ); } - if (pba->Omega0_smg != 0.) { - - pba->has_smg = _TRUE_; //default is _FALSE_ - - /** read the model and loop over models to set several flags and variables - * field_evolution_smg: for self-consistent scalar tensor theories, need to evolve the background equations - * M_pl_evolution_smg: for some parameterizations, need to integrate M_pl from alpha_M - * Primary and secondary parameters: The tuning is alway in terms of a value in parameters_smg, therefore - * -> real models: "parameters_smg" to pba->parameters_smg - * -> parameterizations: "parameters_smg" to pba->parameters_2_smg - * "expansion_smg" to pba->parameters_smg - * NOTE: can change class_read_list_of_doubles_or_default <-> class_read_list_of_doubles - * to make it mandatory or allow for default values - */ - - class_call(parser_read_string(pfc,"gravity_model",&string1,&flag1,errmsg), - errmsg, - errmsg); - + return _SUCCESS_; - if (flag1 == _FALSE_) { - printf(" gravity_model not read, default will be used \n"); - } - else { - /** Read tuning parameter and guess for the parameter variation range - * These can be adjusted latter on a model basis - */ - int has_tuning_index_smg, has_dxdy_guess_smg; - - class_read_int("tuning_index_smg",pba->tuning_index_smg); - has_tuning_index_smg = flag1; - - class_read_double("tuning_dxdy_guess_smg",pba->tuning_dxdy_guess_smg); - has_dxdy_guess_smg = flag1; - if (has_dxdy_guess_smg == _FALSE_) - pba->tuning_dxdy_guess_smg = 1; - - /** Loop over the different models - * flag2 keeps track of whether model has been identified - */ - flag2=_FALSE_; - - if (strcmp(string1,"propto_omega") == 0) { - pba->gravity_model_smg = propto_omega; - pba->field_evolution_smg = _FALSE_; - pba->M_pl_evolution_smg = _TRUE_; - flag2=_TRUE_; - pba->parameters_2_size_smg = 5; - class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); - } - - if (strcmp(string1,"propto_scale") == 0) { - pba->gravity_model_smg = propto_scale; - pba->field_evolution_smg = _FALSE_; - pba->M_pl_evolution_smg = _TRUE_; - flag2=_TRUE_; - pba->parameters_2_size_smg = 5; - class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); - } - - if (strcmp(string1,"constant_alphas") == 0) { - pba->gravity_model_smg = constant_alphas; - pba->field_evolution_smg = _FALSE_; - pba->M_pl_evolution_smg = _TRUE_; - flag2=_TRUE_; - pba->parameters_2_size_smg = 5; - class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); - } - - if (strcmp(string1,"eft_alphas_power_law") == 0) { - pba->gravity_model_smg = eft_alphas_power_law; - pba->field_evolution_smg = _FALSE_; - pba->M_pl_evolution_smg = _TRUE_; - flag2=_TRUE_; - pba->parameters_2_size_smg = 8; - class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); - } - - if (strcmp(string1,"eft_gammas_power_law") == 0) { - pba->gravity_model_smg = eft_gammas_power_law; - pba->field_evolution_smg = _FALSE_; - pba->M_pl_evolution_smg = _TRUE_; - flag2=_TRUE_; - pba->parameters_2_size_smg = 8; - class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); - } - - if (strcmp(string1,"eft_gammas_exponential") == 0) { - pba->gravity_model_smg = eft_gammas_exponential; - pba->field_evolution_smg = _FALSE_; - pba->M_pl_evolution_smg = _TRUE_; - flag2=_TRUE_; - pba->parameters_2_size_smg = 8; - class_read_list_of_doubles("parameters_smg",pba->parameters_2_smg,pba->parameters_2_size_smg); - } - - if (strncmp("quintessence", string1, strlen("quintessence")) == 0){ - // Check if gravity_model has quintessence as prefix. - // Add here all variables common to quintessence. - pba->is_quintessence_smg = _TRUE_; - class_read_double("quintessence_w_safe_smg", pba->quintessence_w_safe_smg); - } - - if (strcmp(string1,"quintessence_monomial") == 0) { - pba->gravity_model_smg = quintessence_monomial; - pba->field_evolution_smg = _TRUE_; - pba->is_quintessence_smg = _TRUE_; - flag2=_TRUE_; - - pba->parameters_size_smg = 4; - class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); - - /* Guess for the parameter variation range. - * - * For the initial parameter one can use: - * - * rho_smg = 1/2*a_ini^-2*phi_prime_ini^2 + V0*3*H0^2/h^2*phi_ini^N - * - * However, for the range of variation it is better to use - * - * Omega = rho_smg/(rho_smg + rho_m) - * - * => dOmega/dx_i = rho_m/(rho_smg+rho_m)^2 drho_smg/dx_i - * => tuning_dxdy_guess_smg = (dOmega/dx_i)^{-1} - * where we use rho_m ~ H_0^2 - * - * drho_smg/dV0 = 10^-7*phi_ini^N - */ - - double N = pba->parameters_smg[0]; - double V0 = pba->parameters_smg[1]; - double phi_prime_ini_smg = pba->parameters_smg[2]; - double phi_ini_smg = pba->parameters_smg[3]; - - double P_ini = pow(phi_ini_smg, N); // V=cte*P(phi) - - double phi_end_guess = fmax(phi_ini_smg,2); //guess the final value of the field - - // class_test( ((abs(N)<1) || (abs(N)>7)), errmsg, "Exponent out of range. N must be a interger in (1,7)-range" ); - - if (has_tuning_index_smg == _FALSE_) - pba->tuning_index_smg = 1; //use V0 for default tuning - - if (has_dxdy_guess_smg == _FALSE_){ - - if(pba->tuning_index_smg == 1){ -// if(phi_ini_smg != 0){ - V0 = pba->Omega0_smg/pow(phi_end_guess,N); - pba->tuning_dxdy_guess_smg = 1./pow(phi_end_guess,N); - pba->parameters_smg[1] = V0; -// } -// else{ -// V0 = pba->Omega0_smg/pow(1.e-40,N); -// pba->tuning_dxdy_guess_smg = 1./pow(1.e-40,N); -// pba->parameters_smg[1] = V0; -// -// } - } - - if(pba->tuning_index_smg == 3){ - phi_ini_smg = pow(pba->Omega0_smg/V0, 1./N); - pba->parameters_smg[3] = phi_ini_smg; - pba->tuning_dxdy_guess_smg = phi_ini_smg/(pba->Omega0_smg)/N; - } - }//end of no has_dxdy_guess_smg - }//end of quintessence_monomial - - - if (strcmp(string1,"quintessence_tracker") == 0) { - pba->gravity_model_smg = quintessence_tracker; - pba->field_evolution_smg = _TRUE_; - pba->is_quintessence_smg = _TRUE_; - flag2=_TRUE_; - - pba->parameters_size_smg = 6; - class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); - - double K_ini = pba->parameters_smg[0]; - double P_ini = pba->parameters_smg[1]; - double V0 = pba->parameters_smg[2]; - double n = pba->parameters_smg[3]; - double m = pba->parameters_smg[4]; - double lambda = pba->parameters_smg[5]; - - /* Guess for the parameter variation range. - * - * For the initial parameter one can use: - * V = H0^2/h^2* V0 * phi^-n exp(lambda*phi^m) - * - * minimum at phi0 = (n/(lambda*m))^(1/m) - * -> choose V0 ~ V(phi0)~Omega_smg H_0^2 - * - * Initial conditions: see background.c - * - * choose phi_ini so V = P_ini*sqrt(rho_rad) - * choose phi_prime_ini so K = K_ini*sqrt(rho_rad) - * - */ - - double phi_0 = pow(n/lambda/m,1./m); /* minimum of the potential */ - double v_0_guess = (pow(phi_0,-n) * exp(lambda*pow(phi_0,m))); /*V/V0 at the minimum*/ - - if (has_tuning_index_smg == _FALSE_) - pba->tuning_index_smg = 2; //use V0 for default tuning - - if (has_dxdy_guess_smg == _FALSE_){ - if(pba->tuning_index_smg == 2){ - - V0 = 3* pba->h * (pba->Omega0_smg)/v_0_guess; - pba->tuning_dxdy_guess_smg = 3. * pba->h/ (v_0_guess); //*(1-pba->Omega0_smg) -> removed, lead to instability! - pba->parameters_smg[2] = V0; - } - }//end of no has_dxdy_guess_smg - } //end of tracker - - - if (strcmp(string1,"alpha_attractor_canonical") == 0) { - pba->gravity_model_smg = alpha_attractor_canonical; - pba->field_evolution_smg = _TRUE_; - pba->is_quintessence_smg = _TRUE_; - flag2=_TRUE_; - - pba->parameters_size_smg = 6; - class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); - - class_call(parser_read_string(pfc,"log_10_param_alpha",&string1,&flag1,errmsg), - errmsg, - errmsg); - - if(flag1 == _TRUE_ && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))){ - pba->parameters_smg[2] = pow(10, pba->parameters_smg[2]); - } - - class_call(parser_read_string(pfc,"use_phi_no_f",&string1,&flag1,errmsg), - errmsg, - errmsg); - - if(flag1 == _TRUE_ && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))){ - pba->parameters_smg[1] = pba->parameters_smg[1]/sqrt(pba->parameters_smg[2]); - } - - /* Guess for the parameter variation range. Copied from galileons. - * - * For the initial parameter one can use: - * - * However, for the range of variation it is better to use - * - * Omega = rho_smg/(rho_smg + rho_m) - * - * => dOmega/dx_i = rho_m/(rho_smg+rho_m)^2 drho_smg/dx_i - * => tuning_dxdy_guess_smg = (dOmega/dx_i)^{-1} - * where we use rho_m ~ H_0^2 - * - */ - - //Note: f = phi/sqrt(alpha) - - if (pba->Omega_smg_debug == 0.) { - double phi_prime_ini = pba->parameters_smg[0]; - double f_ini = pba->parameters_smg[1]; - double alpha = pba->parameters_smg[2]; - double c = pba->parameters_smg[3]; - double p = pba->parameters_smg[4]; - double n = pba->parameters_smg[5]; - double x = tanh(f_ini/(sqrt(6))); - double v = alpha* pow(x,p)/pow(1+x, 2*n); // v = V/c^2 - double rho_c = pow(pba->H0, 2); - - - if (has_tuning_index_smg == _FALSE_) - pba->tuning_index_smg = 3; //use V0 for default tuning - - if (has_dxdy_guess_smg == _FALSE_){ - if(pba->tuning_index_smg == 3){ - c = sqrt(pba->Omega0_smg * rho_c / v); - pba->tuning_dxdy_guess_smg = pow((1 + 3*pba->Omega0_smg) * pba->H0,2)/(2*c*v); - pba->parameters_smg[3] = c; - } - }//end of no has_dxdy_guess_smg - }//end Omega_smg_debug - - } //endif alpha_attractor_canonical - - - - if (strcmp(string1,"galileon") == 0) { - pba->gravity_model_smg = galileon; - pba->field_evolution_smg = _TRUE_; - pba->parameters_size_smg = 7; - flag2=_TRUE_; - - /* Galileon dynamics pulls towards the shift-symmetry attractor n = 0 with - * - * n/H0 = xi(c2 - 6c3 xi + 18c4 xi^2 + 5c5 xi^4) - * - * and xi = \dot\phi H /H0^2 - * - * If attractor_ic_smg => n=0 is set in background_initial_conditions - */ - - - /* Guess for the parameter variation range. For the initial parameter one can use - * - * rho_smg*H^2/H_0^4 = c2 xi^2/6 - 2 c3 xi^3 + 15/2 c4 xi^4 + 7/3 c5 xi^5 - * - * (Barreira+ '14 2.22 for z\neq 0), which equals Omega_smg at z=0 only if tuned. - * - * There are three submodels (taken on tracker): - * 1) rogue mode: user sets all (if Omega_smg_debug or NO attractor_ic_smg) - * 2) cubic attractor: c3, xi set for attractor - * 3) quartic/quintic attractor: c3, c4 set xi for attractor - */ - - - // read submodel: remember flag2 used for test over gravity models - class_call(parser_read_string(pfc,"gravity_submodel",&string2,&flag3,errmsg), - errmsg, - errmsg); - - /*1) base galileon, user specifies everything! */ - if (flag3==_FALSE_){ - - class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); - - } - else {//a submodel is given - - /* temporary allocation, will be rewritten latter - * order is xi, phi, c2, c3, c4, c5 */ - class_alloc(pba->parameters_smg, sizeof(double*)*7,pba->error_message); - double * input_params_gal; //dummy allocation vector - - double xi, c2, c3, c4, c5; - double phi0 = 0, c1 = 0; - - /*2) cubic Galileon in the attractor - * Omega = -c2^3/(6^3 c3^2) and xi = c2/(6c3) - */ - if (strcmp(string2,"cubic") == 0) { - - c2 = -1.; - c3 = -sqrt(-pow(c2/6.,3)/pba->Omega0_smg); - xi = c2/6./c3; - c4 = 0; - c5 = 0; - - }//end of cubic - /* 3) quartic Galileon on the attractor - */ - else if (strcmp(string2,"quartic") == 0) { - - class_read_list_of_doubles("parameters_smg",input_params_gal,1); - xi = input_params_gal[0]; - c2 = -1; - c3 = (4.*pba->Omega0_smg + c2*pow(xi,2))/(2.*pow(xi,3)); - c4 = (6.*pba->Omega0_smg + c2*pow(xi,2))/(9.*pow(xi,4)); - c5 = 0; - - }/* 4) quartic Galileon on the attractor - */ - else if (strcmp(string2,"quintic") == 0) {//Quintic case - - class_read_list_of_doubles("parameters_smg",input_params_gal,2); - xi = input_params_gal[0]; - c2 = -1; - c3 = input_params_gal[1]; - c4 = -(10*pba->Omega0_smg + 3*c2*pow(xi,2) - 8*c3*pow(xi,3))/(9.*pow(xi,4)); - c5 = (4*pba->Omega0_smg + pow(xi,2)*(c2 - 2*c3*xi))/pow(xi,5); - - }//end of quintic - else { - class_test(flag3 == _TRUE_, - errmsg, - "Galileon: you specified a gravity_submodel that could not be identified. \n Options are: cubic, quartic, quintic"); - }; - - /* Set parameters for submodels */ - pba->parameters_smg[0] = xi; - pba->parameters_smg[1] = c1; - pba->parameters_smg[2] = c2; - pba->parameters_smg[3] = c3; - pba->parameters_smg[4] = c4; - pba->parameters_smg[5] = c5; - pba->parameters_smg[6] = phi0; - - }//end of submodels - - - /* default tuning index is 3 */ - if (has_tuning_index_smg == _FALSE_){ - pba->tuning_index_smg = 3; //use c3 for default tuning - //Use the tracker condition for the cubic to define xi_0, in case xi is used as an IC. - pba->tuning_dxdy_guess_smg = 2./pow(pba->parameters_smg[2]/6./pba->parameters_smg[3],3); - //pba->tuning_dxdy_guess_smg = 2./pow(pba->parameters_smg[0],3); // d(c3)/d(Omega_smg) = 2/xi^3 and xi = c2/6./c3; - } - class_test(has_dxdy_guess_smg == _TRUE_ && has_tuning_index_smg == _FALSE_, - errmsg, - "Galileon: you gave dxdy_guess_smg but no tuning_index_smg. You need to give both if you want to tune the model yourself"); - - class_call(parser_read_string(pfc,"attractor_ic_smg",&string1,&flag1,errmsg), - errmsg, - errmsg); - - if(flag1 == _TRUE_ && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))){ - pba->attractor_ic_smg = _TRUE_; - } - else{ - pba->attractor_ic_smg = _FALSE_; - } - - }//end of Galileon - if (strcmp(string1,"brans dicke") == 0 || strcmp(string1,"Brans Dicke") == 0 || strcmp(string1,"brans_dicke") == 0) { - pba->gravity_model_smg = brans_dicke; - pba->field_evolution_smg = _TRUE_; - flag2=_TRUE_; - - pba->parameters_size_smg = 4; - class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); - pba->parameters_smg[0] = 2*pba->Omega0_smg; - pba->tuning_dxdy_guess_smg = 0.5; - pba->tuning_index_2_smg = 2; - } - -if (strcmp(string1,"nkgb") == 0 || strcmp(string1,"n-kgb") == 0 || strcmp(string1,"N-KGB") == 0 || strcmp(string1,"nKGB") == 0) { - // This is self-accelerating KGB with K=-X and G(X)=1/n g^(2n-1)/2 * X^n - pba->gravity_model_smg = nkgb; - pba->field_evolution_smg = _TRUE_; - if (has_tuning_index_smg == _FALSE_ && pba->Omega_smg_debug == 0){ - pba->tuning_index_smg = 0; //use g for default tuning - } - class_test(has_dxdy_guess_smg == _TRUE_ && has_tuning_index_smg == _FALSE_, - errmsg, - "nKGB: you gave dxdy_guess_smg but no tuning_index_smg. You need to give both if you want to tune the model yourself"); - if(has_dxdy_guess_smg == _FALSE_){ - pba->tuning_dxdy_guess_smg = -0.5; - } - flag2=_TRUE_; - - pba->parameters_size_smg = 3; // g, n, xi0 == rho_DE_0(shift charge)/rho_DE_0(total) - class_read_list_of_doubles("parameters_smg",pba->parameters_smg,pba->parameters_size_smg); - class_test(pba->parameters_smg[1]<=0.5,errmsg,"In n-KGB G(X)=X^n n>1/2 for acceleration. Note that limit n->1/2 is singular and models become badly behaved for n<0.7"); - class_test(pba->parameters_smg[2]>=1.,errmsg,"In n-KGB, Rshift0<1 for positive energy density today."); - class_test(pba->parameters_smg[2]<0.,errmsg,"In n-KGB, Rshift0>=0, or ICs for background can't be set."); } - class_test(flag2==_FALSE_, - errmsg, - "could not identify gravity_theory value, check that it is one of 'propto_omega', 'propto_scale', 'constant_alphas', 'eft_alphas_power_law', 'eft_gammas_power_law', 'eft_gammas_exponential', 'brans_dicke', 'galileon', 'nKGB', 'quintessence_monomial', 'quintessence_tracker', 'alpha_attractor_canonical' ..."); - - }// end of loop over models - - if(pba->field_evolution_smg == _TRUE_){ - - //TODO: include generic stuff for covariant theories - - } - else { //if no self-consistent evolution, need a parameterization for Omega_smg - - class_call(parser_read_string(pfc,"expansion_model",&string1,&flag1,errmsg), - errmsg, - errmsg); - if (flag1 == _FALSE_) - printf("No expansion model specified, will take default one \n"); - - flag2 = _FALSE_; - - //possible expansion histories. Can make tests, etc... - if (strcmp(string1,"lcdm") == 0) { - pba->expansion_model_smg = lcdm; - flag2=_TRUE_; - pba->parameters_size_smg = 1; - pba->rho_evolution_smg=_FALSE_; - class_read_list_of_doubles_or_default("expansion_smg",pba->parameters_smg,0.0,pba->parameters_size_smg); - } - //accept different names - if (strcmp(string1,"wowa") == 0 || strcmp(string1,"w0wa") == 0 || strcmp(string1,"cpl") == 0 ) { - pba->expansion_model_smg = wowa; - flag2=_TRUE_; - pba->parameters_size_smg = 3; - pba->rho_evolution_smg=_FALSE_; - class_read_list_of_doubles_or_default("expansion_smg",pba->parameters_smg,0.0,pba->parameters_size_smg); - } - if (strcmp(string1,"wowa_w") == 0 || strcmp(string1,"w0wa_w") == 0 || strcmp(string1,"cpl_w") == 0 ) { - pba->expansion_model_smg = wowa_w; - flag2=_TRUE_; - pba->parameters_size_smg = 3; - pba->rho_evolution_smg=_TRUE_; - class_read_list_of_doubles_or_default("expansion_smg",pba->parameters_smg,0.0,pba->parameters_size_smg); - } - - - if (strcmp(string1,"wede") == 0) { //ILSWEDE - pba->expansion_model_smg = wede; - flag2=_TRUE_; - pba->parameters_size_smg = 3; - class_read_list_of_doubles_or_default("expansion_smg",pba->parameters_smg,0.0,pba->parameters_size_smg); - // //optimize the guessing BUG: eventually leads to problem in the MCMC, perhaps the guess is too good? - // if(pba->tuning_index_smg == 0){ - // pba->parameters_smg[0] = pba->Omega0_smg; - // } - } - class_test(flag2==_FALSE_, - errmsg, - "could not identify expansion_model value, check that it is either lcdm, wowa, wowa_w, wede ..."); - - } - - /** Other generic specifications: - * - whether stability tests are skipped (skip_stability_tests_smg) or softened (cs2_safe_smg) - * - thresholds for approximations in the cubic Friedmann equation - * - add a value to have better behaved perturbations - * - approximations in the perturbations - */ - - class_read_double("cs2_safe_smg",pba->cs2_safe_smg); - class_read_double("D_safe_smg",pba->D_safe_smg); - class_read_double("ct2_safe_smg",pba->ct2_safe_smg); - class_read_double("M2_safe_smg",pba->M2_safe_smg); - - class_read_double("pert_ic_tolerance_smg",ppr->pert_ic_tolerance_smg); - class_read_double("pert_ic_ini_z_ref_smg",ppr->pert_ic_ini_z_ref_smg); - class_read_double("pert_ic_regulator_smg",ppr->pert_ic_regulator_smg); - class_read_double("pert_qs_ic_tolerance_test_smg",ppr->pert_qs_ic_tolerance_test_smg); - - class_read_double("a_min_stability_test_smg",pba->a_min_stability_test_smg); - - class_read_double("kineticity_safe_smg",pba->kineticity_safe_smg); // minimum value of the kineticity (to avoid trouble) - class_read_double("min_a_pert_smg",ppr->min_a_pert_smg); - - - class_call(parser_read_string(pfc, - "skip_stability_tests_smg", - &string1, - &flag1, - errmsg), - errmsg, - errmsg); - - if (flag1 == _TRUE_){ - if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ - pba->skip_stability_tests_smg = _TRUE_; - } - else{ - pba->skip_stability_tests_smg = _FALSE_; - } - } - - //IC for perturbations - class_call(parser_read_string(pfc, - "pert_initial_conditions_smg", - &string1, - &flag1, - errmsg), - errmsg, - errmsg); - - if (strcmp(string1,"single_clock") == 0) { - ppt->pert_initial_conditions_smg = single_clock; - } - if (strcmp(string1,"gravitating_attr") == 0) { - ppt->pert_initial_conditions_smg = gravitating_attr; - } - if (strcmp(string1,"zero") == 0) { - ppt->pert_initial_conditions_smg = zero; - } - if (strcmp(string1,"kin_only") == 0) { - ppt->pert_initial_conditions_smg = kin_only; - } - if (strcmp(string1,"ext_field_attr") == 0 ){//this is the default - ppt->pert_initial_conditions_smg = ext_field_attr; - } - -// else { -// if (ppt->perturbations_verbose > 1) -// printf(" Initial conditions for Modified gravity perturbations not specified, using default \n"); -// } - - /** re-assign shooting parameter (for no-tuning debug mode) */ - if (pba->Omega_smg_debug == 0) - class_read_double("shooting_parameter_smg",pba->parameters_smg[pba->tuning_index_smg]); - - // test that the tuning is correct - class_test(pba->tuning_index_smg >= pba->parameters_size_smg, - errmsg, - "Tuning index tuning_index_smg = %d is larger than the number of entries %d in parameters_smg. Check your .ini file.", - pba->tuning_index_smg,pba->parameters_size_smg); - - /** Read the desired Planck mass and check that the necessary information is provided. - * if needed re-assign shooting parameter for the Planck mass - */ - flag1==_FALSE_; - class_read_double("M_pl_today_smg",pba->M_pl_today_smg); - if (flag1==_TRUE_){ - - class_test(pba->gravity_model_smg!=brans_dicke, - errmsg, - "You asked to tune M_pl(today) to %e but currently this is only allowed for Brans-Dicke\n", - pba->M_pl_today_smg); - - class_call(parser_read_string(pfc,"normalize_G_NR", - &string1, - &flag1, - errmsg), - errmsg, - errmsg); - - if (flag1 == _TRUE_){ - if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ - double omega_BD = pba->parameters_smg[1]; - pba->M_pl_today_smg = (4.+2.*omega_BD)/(3.+2.*omega_BD); - } - } - - class_read_double("param_shoot_M_pl_smg",pba->parameters_smg[pba->tuning_index_2_smg]); -// printf("updating param = %e to tune M_pl \n",pba->parameters_smg[pba->tuning_index_2_smg]); - } - - }//end of has_smg - /* Hubble dynamics - * TODO: consider making this part of smg only - */ - class_call(parser_read_string(pfc, - "hubble_evolution", - &string1, - &flag1, - errmsg), - errmsg, - errmsg); +/** + * If entries are passed in file_content structure, carefully read and + * interpret each of them, and tune the relevant input parameters + * accordingly + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to fourier structure + * @param ple Input: pointer to lensing structure + * @param psd Input: pointer to distorsion structure + * @param pop Input: pointer to output structure + * @param errmsg Input: Error message + * @return the error status + */ - if (flag1 == _TRUE_){ - if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ - pba->hubble_evolution = _TRUE_; - class_read_double("hubble_friction",pba->hubble_friction); - } - else{ - pba->hubble_evolution = _FALSE_; - } - } +int input_read_parameters(struct file_content * pfc, + struct precision * ppr, + struct background *pba, + struct thermodynamics *pth, + struct perturbations *ppt, + struct transfer *ptr, + struct primordial *ppm, + struct harmonic *phr, + struct fourier * pfo, + struct lensing *ple, + struct distortions *psd, + struct output *pop, + ErrorMsg errmsg){ + /** Summary: */ - /** (b) assign values to thermodynamics cosmological parameters */ + /** Define local variables */ + int input_verbose=0; - /** - primordial helium fraction */ - class_call(parser_read_string(pfc,"YHe",&string1,&flag1,errmsg), + /** Set all input parameters to default values */ + class_call(input_default_params(pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop), errmsg, errmsg); - if (flag1 == _TRUE_) { - - if ((strstr(string1,"BBN") != NULL) || (strstr(string1,"bbn") != NULL)) { - pth->YHe = _BBN_; - } - else { - class_read_double("YHe",pth->YHe); - } - - } + /** Read verbose for input structure */ + class_read_int("input_verbose",input_verbose); - /** - recombination parameters */ - class_call(parser_read_string(pfc,"recombination",&string1,&flag1,errmsg), + /** + * Read the general parameters of the + * background, thermodynamics, and perturbation structures + * This function is exclusively for those parameters, NOT + * related to any physical species + * */ + class_call(input_read_parameters_general(pfc,pba,pth,ppt,psd, + errmsg), errmsg, errmsg); - if (flag1 == _TRUE_) { - - if ((strstr(string1,"HYREC") != NULL) || (strstr(string1,"hyrec") != NULL) || (strstr(string1,"HyRec") != NULL)) { - pth->recombination = hyrec; - } - - } - - /** - reionization parametrization */ - class_call(parser_read_string(pfc,"reio_parametrization",&string1,&flag1,errmsg), + /** Read the parameters for each physical species (has to be called after the general read) */ + class_call(input_read_parameters_species(pfc,ppr,pba,pth,ppt, + input_verbose, + errmsg), errmsg, errmsg); - if (flag1 == _TRUE_) { - flag2=_FALSE_; - if (strcmp(string1,"reio_none") == 0) { - pth->reio_parametrization=reio_none; - flag2=_TRUE_; - } - if (strcmp(string1,"reio_camb") == 0) { - pth->reio_parametrization=reio_camb; - flag2=_TRUE_; - } - if (strcmp(string1,"reio_bins_tanh") == 0) { - pth->reio_parametrization=reio_bins_tanh; - flag2=_TRUE_; - } - if (strcmp(string1,"reio_half_tanh") == 0) { - pth->reio_parametrization=reio_half_tanh; - flag2=_TRUE_; - } - if (strcmp(string1,"reio_many_tanh") == 0) { - pth->reio_parametrization=reio_many_tanh; - flag2=_TRUE_; - } - if (strcmp(string1,"reio_inter") == 0) { - pth->reio_parametrization=reio_inter; - flag2=_TRUE_; - } - - class_test(flag2==_FALSE_, - errmsg, - "could not identify reionization_parametrization value, check that it is one of 'reio_none', 'reio_camb', 'reio_bins_tanh', 'reio_half_tanh', 'reio_many_tanh', 'reio_inter'..."); - } - - /** - reionization parameters if reio_parametrization=reio_camb */ - if ((pth->reio_parametrization == reio_camb) || (pth->reio_parametrization == reio_half_tanh)){ - class_call(parser_read_double(pfc,"z_reio",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"tau_reio",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), - errmsg, - "In input file, you can only enter one of z_reio or tau_reio, choose one"); - if (flag1 == _TRUE_) { - pth->z_reio=param1; - pth->reio_z_or_tau=reio_z; - } - if (flag2 == _TRUE_) { - pth->tau_reio=param2; - pth->reio_z_or_tau=reio_tau; - } - - class_read_double("reionization_exponent",pth->reionization_exponent); - class_read_double("reionization_width",pth->reionization_width); - class_read_double("helium_fullreio_redshift",pth->helium_fullreio_redshift); - class_read_double("helium_fullreio_width",pth->helium_fullreio_width); - - } + /** Read parameters for exotic energy injection quantities */ + class_call(input_read_parameters_injection(pfc,ppr,pth, + errmsg), + errmsg, + errmsg); - /** - reionization parameters if reio_parametrization=reio_bins_tanh */ - if (pth->reio_parametrization == reio_bins_tanh) { - class_read_int("binned_reio_num",pth->binned_reio_num); - class_read_list_of_doubles("binned_reio_z",pth->binned_reio_z,pth->binned_reio_num); - class_read_list_of_doubles("binned_reio_xe",pth->binned_reio_xe,pth->binned_reio_num); - class_read_double("binned_reio_step_sharpness",pth->binned_reio_step_sharpness); - } + /** Read parameters for nonlinear quantities */ + class_call(input_read_parameters_nonlinear(pfc,ppr,pba,pth,ppt,pfo, + input_verbose, + errmsg), + errmsg, + errmsg); - /** - reionization parameters if reio_parametrization=reio_many_tanh */ - if (pth->reio_parametrization == reio_many_tanh) { - class_read_int("many_tanh_num",pth->many_tanh_num); - class_read_list_of_doubles("many_tanh_z",pth->many_tanh_z,pth->many_tanh_num); - class_read_list_of_doubles("many_tanh_xe",pth->many_tanh_xe,pth->many_tanh_num); - class_read_double("many_tanh_width",pth->many_tanh_width); - } + /** Read parameters for primordial quantities */ + class_call(input_read_parameters_primordial(pfc,ppt,ppm, + errmsg), + errmsg, + errmsg); - /** - reionization parameters if reio_parametrization=reio_many_tanh */ - if (pth->reio_parametrization == reio_inter) { - class_read_int("reio_inter_num",pth->reio_inter_num); - class_read_list_of_doubles("reio_inter_z",pth->reio_inter_z,pth->reio_inter_num); - class_read_list_of_doubles("reio_inter_xe",pth->reio_inter_xe,pth->reio_inter_num); - } + /** Read parameters for spectra quantities */ + class_call(input_read_parameters_spectra(pfc,ppr,pba,ppm,ppt,ptr,phr,pop, + errmsg), + errmsg, + errmsg); - /** - energy injection parameters from CDM annihilation/decay */ + /** Read parameters for lensing quantities */ + class_call(input_read_parameters_lensing(pfc,ppr,ppt,ptr,ple, + errmsg), + errmsg, + errmsg); - class_read_double("annihilation",pth->annihilation); + /** Read parameters for distortions quantities */ + class_call(input_read_parameters_distortions(pfc,ppr,psd, + errmsg), + errmsg, + errmsg); - if (pth->annihilation > 0.) { + /** Read obsolete parameters */ + class_call(input_read_parameters_additional(pfc,ppr,pba,pth, + errmsg), + errmsg, + errmsg); - class_read_double("annihilation_variation",pth->annihilation_variation); - class_read_double("annihilation_z",pth->annihilation_z); - class_read_double("annihilation_zmax",pth->annihilation_zmax); - class_read_double("annihilation_zmin",pth->annihilation_zmin); - class_read_double("annihilation_f_halo",pth->annihilation_f_halo); - class_read_double("annihilation_z_halo",pth->annihilation_z_halo); + /** Read parameters for output quantities */ + class_call(input_read_parameters_output(pfc,pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop, + errmsg), + errmsg, + errmsg); - class_call(parser_read_string(pfc, - "on the spot", - &(string1), - &(flag1), - errmsg), - errmsg, - errmsg); + return _SUCCESS_; - if (flag1 == _TRUE_) { - if ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)) { - pth->has_on_the_spot = _TRUE_; - } - else { - if ((strstr(string1,"n") != NULL) || (strstr(string1,"N") != NULL)) { - pth->has_on_the_spot = _FALSE_; - } - else { - class_stop(errmsg,"incomprehensible input '%s' for the field 'on the spot'",string1); - } - } - } - } +} - class_read_double("decay",pth->decay); - class_call(parser_read_string(pfc, - "compute damping scale", - &(string1), - &(flag1), - errmsg), - errmsg, - errmsg); +/** + * Read general parameters related to class, including + * - background, thermo, and perturbation quantities NOT associated to + * any particular species + * - calculationary quantities like the gauge/recombination code + * - output options + * + * @param pfc Input: pointer to local structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param psd Input: pointer to distorsion structure + * @param errmsg Input: Error message + * @return the error status + */ - if (flag1 == _TRUE_) { - if ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)) { - pth->compute_damping_scale = _TRUE_; - } - else { - if ((strstr(string1,"n") != NULL) || (strstr(string1,"N") != NULL)) { - pth->compute_damping_scale = _FALSE_; - } - else { - class_stop(errmsg,"incomprehensible input '%s' for the field 'compute damping scale'",string1); - } - } - } +int input_read_parameters_general(struct file_content * pfc, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + struct distortions * psd, + ErrorMsg errmsg){ - /** (c) define which perturbations and sources should be computed, and down to which scale */ + /** Summary: */ + /** - Define local variables */ + int flag1,flag2; + double param1,param2; + char string1[_ARGUMENT_LENGTH_MAX_]; + char * options_output[33] = {"tCl","pCl","lCl","nCl","dCl","sCl","mPk","mTk","dTk","vTk","sd", + "TCl","PCl","LCl","NCl","DCl","SCl","MPk","MTk","DTk","VTk","Sd", + "TCL","PCL","LCL","NCL","DCL","SCL","MPK","MTK","DTK","VTK","SD"}; + char * options_temp_contributions[10] = {"tsw","eisw","lisw","dop","pol","TSW","EISW","LISW","Dop","Pol"}; + char * options_number_count[8] = {"density","dens","rsd","RSD","lensing","lens","gr","GR"}; + char * options_modes[6] = {"s","v","t","S","V","T"}; + char * options_ics[10] = {"ad","bi","cdi","nid","niv","AD","BI","CDI","NID","NIV"}; + + /* Set local default values */ ppt->has_perturbations = _FALSE_; ppt->has_cls = _FALSE_; + psd->has_distortions = _FALSE_; + /** 1) List of output spectra requested */ + /* Read */ class_call(parser_read_string(pfc,"output",&string1,&flag1,errmsg), errmsg, errmsg); - + /* Complete set of parameters */ if (flag1 == _TRUE_) { - if ((strstr(string1,"tCl") != NULL) || (strstr(string1,"TCl") != NULL) || (strstr(string1,"TCL") != NULL)) { ppt->has_cl_cmb_temperature = _TRUE_; ppt->has_perturbations = _TRUE_; ppt->has_cls = _TRUE_; } - if ((strstr(string1,"pCl") != NULL) || (strstr(string1,"PCl") != NULL) || (strstr(string1,"PCL") != NULL)) { ppt->has_cl_cmb_polarization = _TRUE_; ppt->has_perturbations = _TRUE_; ppt->has_cls = _TRUE_; } - if ((strstr(string1,"lCl") != NULL) || (strstr(string1,"LCl") != NULL) || (strstr(string1,"LCL") != NULL)) { ppt->has_cl_cmb_lensing_potential = _TRUE_; ppt->has_perturbations = _TRUE_; ppt->has_cls = _TRUE_; } - if ((strstr(string1,"nCl") != NULL) || (strstr(string1,"NCl") != NULL) || (strstr(string1,"NCL") != NULL) || (strstr(string1,"dCl") != NULL) || (strstr(string1,"DCl") != NULL) || (strstr(string1,"DCL") != NULL)) { ppt->has_cl_number_count = _TRUE_; ppt->has_perturbations = _TRUE_; ppt->has_cls = _TRUE_; } - if ((strstr(string1,"sCl") != NULL) || (strstr(string1,"SCl") != NULL) || (strstr(string1,"SCL") != NULL)) { ppt->has_cl_lensing_potential=_TRUE_; ppt->has_perturbations = _TRUE_; ppt->has_cls = _TRUE_; } - if ((strstr(string1,"mPk") != NULL) || (strstr(string1,"MPk") != NULL) || (strstr(string1,"MPK") != NULL)) { ppt->has_pk_matter=_TRUE_; ppt->has_perturbations = _TRUE_; - - /*if (pba->Omega0_ncdm_tot != 0.0){ - class_call(parser_read_string(pfc,"pk_only_cdm_bar",&string1,&flag1,errmsg), - errmsg, - errmsg); - if (flag1 == _TRUE_){ - if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ - ppt->pk_only_cdm_bar = _TRUE_; - } - else { - ppt->pk_only_cdm_bar = _FALSE_; - } - } - }*/ - } - if ((strstr(string1,"mTk") != NULL) || (strstr(string1,"MTk") != NULL) || (strstr(string1,"MTK") != NULL) || (strstr(string1,"dTk") != NULL) || (strstr(string1,"DTk") != NULL) || (strstr(string1,"DTK") != NULL)) { ppt->has_density_transfers=_TRUE_; ppt->has_perturbations = _TRUE_; } - if ((strstr(string1,"vTk") != NULL) || (strstr(string1,"VTk") != NULL) || (strstr(string1,"VTK") != NULL)) { ppt->has_velocity_transfers=_TRUE_; ppt->has_perturbations = _TRUE_; } + if ((strstr(string1,"Sd") != NULL) || (strstr(string1,"sd") != NULL) || (strstr(string1,"SD") != NULL)) { + ppt->has_perturbations = _TRUE_; + psd->has_distortions=_TRUE_; + pth->compute_damping_scale=_TRUE_; + } - } - - if (ppt->has_density_transfers == _TRUE_) { - class_call(parser_read_string(pfc,"extra metric transfer functions",&string1,&flag1,errmsg), + /* Test */ + class_call(parser_check_options(string1, options_output, 33, &flag1), errmsg, errmsg); - - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"y") != NULL))) { - ppt->has_metricpotential_transfers = _TRUE_; - } + class_test(flag1==_FALSE_, + errmsg, "The options for output are {'tCl','pCl','lCl','nCl','dCl','sCl','mPk','mTk','dTk','vTk','Sd'}, you entered '%s'",string1); } + /** 1.a) Terms contributing to the temperature spectrum */ if (ppt->has_cl_cmb_temperature == _TRUE_) { - - class_call(parser_read_string(pfc,"temperature contributions",&string1,&flag1,errmsg), + /* Read */ + class_call(parser_read_string(pfc,"temperature_contributions",&string1,&flag1,errmsg), errmsg, errmsg); - - if (flag1 == _TRUE_) { - + /* Compatibility code BEGIN */ + if (flag1 == _FALSE_){ + class_call(parser_read_string(pfc,"temperature contributions",&string1,&flag1,errmsg), + errmsg, + errmsg); + } + /* Compatibility code END */ + /* Complete set of parameters */ + if (flag1 == _TRUE_){ ppt->switch_sw = 0; ppt->switch_eisw = 0; ppt->switch_lisw = 0; ppt->switch_dop = 0; ppt->switch_pol = 0; - - if ((strstr(string1,"tsw") != NULL) || (strstr(string1,"TSW") != NULL)) + if ((strstr(string1,"tsw") != NULL) || (strstr(string1,"TSW") != NULL)){ ppt->switch_sw = 1; - if ((strstr(string1,"eisw") != NULL) || (strstr(string1,"EISW") != NULL)) + } + if ((strstr(string1,"eisw") != NULL) || (strstr(string1,"EISW") != NULL)){ ppt->switch_eisw = 1; - if ((strstr(string1,"lisw") != NULL) || (strstr(string1,"LISW") != NULL)) + } + if ((strstr(string1,"lisw") != NULL) || (strstr(string1,"LISW") != NULL)){ ppt->switch_lisw = 1; - if ((strstr(string1,"dop") != NULL) || (strstr(string1,"Dop") != NULL)) + } + if ((strstr(string1,"dop") != NULL) || (strstr(string1,"Dop") != NULL)){ ppt->switch_dop = 1; - if ((strstr(string1,"pol") != NULL) || (strstr(string1,"Pol") != NULL)) + } + if ((strstr(string1,"pol") != NULL) || (strstr(string1,"Pol") != NULL)){ ppt->switch_pol = 1; - + } + /* Test */ + class_call(parser_check_options(string1, options_temp_contributions, 10, &flag1), + errmsg, + errmsg); + class_test(flag1==_FALSE_, + errmsg, "The options for 'temperature_contributions' are {'tsw','eisw','lisw','dop','pol'}, you entered '%s'",string1); class_test((ppt->switch_sw == 0) && (ppt->switch_eisw == 0) && (ppt->switch_lisw == 0) && (ppt->switch_dop == 0) && (ppt->switch_pol == 0), errmsg, - "In the field 'output', you selected CMB temperature, but in the field 'temperature contributions', you removed all contributions"); - - class_read_double("early/late isw redshift",ppt->eisw_lisw_split_z); + "You specified 'temperature_contributions' as '%s'. It has to contain some of {'tsw','eisw','lisw','dop','pol'}.",string1); + /** 1.a.1) Split value of redshift z at which the isw is considered as late or early */ + /* Read */ + class_read_double("early/late isw redshift",ppt->eisw_lisw_split_z); //Deprecated parameter + class_read_double("early_late_isw_redshift",ppt->eisw_lisw_split_z); } - } - if (ppt->has_cl_number_count == _TRUE_) { - - class_call(parser_read_string(pfc,"number count contributions",&string1,&flag1,errmsg), + /** 1.b) Obsevable number count fluctuation spectrum */ + if (ppt->has_cl_number_count == _TRUE_){ + /* Read */ + class_call(parser_read_string(pfc,"number_count_contributions",&string1,&flag1,errmsg), errmsg, errmsg); - + /* Compatibility code BEGIN */ + if (flag1 == _FALSE_){ + class_call(parser_read_string(pfc,"number count contributions",&string1,&flag1,errmsg), + errmsg, + errmsg); + } + /* Compatibility code END */ + /* Complete set of parameters */ if (flag1 == _TRUE_) { - - if (strstr(string1,"density") != NULL) + if (strstr(string1,"density") != NULL || strstr(string1,"dens") != NULL){ ppt->has_nc_density = _TRUE_; - if (strstr(string1,"rsd") != NULL) + } + if (strstr(string1,"rsd") != NULL || strstr(string1,"RSD") != NULL){ ppt->has_nc_rsd = _TRUE_; - if (strstr(string1,"lensing") != NULL) + } + if (strstr(string1,"lensing") != NULL || strstr(string1,"lens") != NULL){ ppt->has_nc_lens = _TRUE_; - if (strstr(string1,"gr") != NULL) + } + if (strstr(string1,"gr") != NULL || strstr(string1,"GR") != NULL){ ppt->has_nc_gr = _TRUE_; - + } + /* Test */ + class_call(parser_check_options(string1, options_number_count, 8, &flag1), + errmsg, + errmsg); + class_test(flag1==_FALSE_, + errmsg, "The options for 'number_count_contributions' are {'density','rsd','lensing','gr'}, you entered '%s'",string1); class_test((ppt->has_nc_density == _FALSE_) && (ppt->has_nc_rsd == _FALSE_) && (ppt->has_nc_lens == _FALSE_) && (ppt->has_nc_gr == _FALSE_), errmsg, - "In the field 'output', you selected number count Cl's, but in the field 'number count contributions', you removed all contributions"); - + "You specified 'number_count_contributions' as '%s'. It has to contain some of {'density','rsd','lensing','gr'}.",string1); } - else { - /* default: only the density contribution */ + /* Set default value */ ppt->has_nc_density = _TRUE_; } } - if (ppt->has_perturbations == _TRUE_) { + /** 1.c) Transfer function of additional metric fluctuations */ + if (ppt->has_density_transfers == _TRUE_) { + /* Read */ + class_read_flag_or_deprecated("extra_metric_transfer_functions","extra metric transfer functions",ppt->has_metricpotential_transfers); + } - /* perturbed recombination */ - class_call(parser_read_string(pfc, - "perturbed recombination", - &(string1), - &(flag1), - errmsg), - errmsg, - errmsg); + if (ppt->has_perturbations == _TRUE_) { - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { - ppt->has_perturbed_recombination = _TRUE_; - } + /** 2) Perturbed recombination */ + /* Read */ + class_read_flag_or_deprecated("perturbed_recombination","perturbed recombination",ppt->has_perturbed_recombination); - /* modes */ + /** 3) Modes */ + /* Read */ class_call(parser_read_string(pfc,"modes",&string1,&flag1,errmsg), errmsg, errmsg); - + /* Complete set of parameters */ if (flag1 == _TRUE_) { - /* if no modes are specified, the default is has_scalars=_TRUE_; but if they are specified we should reset has_scalars to _FALSE_ before reading */ ppt->has_scalars=_FALSE_; - - if ((strstr(string1,"s") != NULL) || (strstr(string1,"S") != NULL)) + if ((strstr(string1,"s") != NULL) || (strstr(string1,"S") != NULL)){ ppt->has_scalars=_TRUE_; - - if ((strstr(string1,"v") != NULL) || (strstr(string1,"V") != NULL)) + } + if ((strstr(string1,"v") != NULL) || (strstr(string1,"V") != NULL)){ ppt->has_vectors=_TRUE_; - - if ((strstr(string1,"t") != NULL) || (strstr(string1,"T") != NULL)) + } + if ((strstr(string1,"t") != NULL) || (strstr(string1,"T") != NULL)){ ppt->has_tensors=_TRUE_; - + } + /* Test */ + class_call(parser_check_options(string1, options_modes, 6, &flag1), + errmsg, + errmsg); + class_test(flag1==_FALSE_, + errmsg, "The options for 'modes' are {'s','v','t'}, you entered '%s'",string1); class_test(class_none_of_three(ppt->has_scalars,ppt->has_vectors,ppt->has_tensors), errmsg, - "You wrote: modes=%s. Could not identify any of the modes ('s', 'v', 't') in such input",string1); + "You specified 'modes' as '%s'. It has to contain some of {'s','v','t'}.",string1); + } + /* Test */ + if (ppt->has_vectors == _TRUE_){ + class_test((ppt->has_cl_cmb_temperature == _FALSE_) && (ppt->has_cl_cmb_polarization == _FALSE_), + errmsg, + "Inconsistent input: you asked for vectors, so you should have at least one non-zero tensor source type (temperature or polarization). Please adjust your input."); + } + if (ppt->has_tensors == _TRUE_){ + class_test((ppt->has_cl_cmb_temperature == _FALSE_) && (ppt->has_cl_cmb_polarization == _FALSE_), + errmsg, + "Inconsistent input: you asked for tensors, so you should have at least one non-zero tensor source type (temperature or polarization). Please adjust your input."); } + /** 3.a) List of initial conditions for scalars */ if (ppt->has_scalars == _TRUE_) { - + /* Read */ class_call(parser_read_string(pfc,"ic",&string1,&flag1,errmsg), errmsg, errmsg); - + /* Complete set of parameters */ if (flag1 == _TRUE_) { - /* if no initial conditions are specified, the default is has_ad=_TRUE_; but if they are specified we should reset has_ad to _FALSE_ before reading */ ppt->has_ad=_FALSE_; - - if ((strstr(string1,"ad") != NULL) || (strstr(string1,"AD") != NULL)) + if ((strstr(string1,"ad") != NULL) || (strstr(string1,"AD") != NULL)){ ppt->has_ad=_TRUE_; - - if ((strstr(string1,"bi") != NULL) || (strstr(string1,"BI") != NULL)) + } + if ((strstr(string1,"bi") != NULL) || (strstr(string1,"BI") != NULL)){ ppt->has_bi=_TRUE_; - - if ((strstr(string1,"cdi") != NULL) || (strstr(string1,"CDI") != NULL)) + } + if ((strstr(string1,"cdi") != NULL) || (strstr(string1,"CDI") != NULL)){ ppt->has_cdi=_TRUE_; - - if ((strstr(string1,"nid") != NULL) || (strstr(string1,"NID") != NULL)) + } + if ((strstr(string1,"nid") != NULL) || (strstr(string1,"NID") != NULL)){ ppt->has_nid=_TRUE_; - - if ((strstr(string1,"niv") != NULL) || (strstr(string1,"NIV") != NULL)) + } + if ((strstr(string1,"niv") != NULL) || (strstr(string1,"NIV") != NULL)){ ppt->has_niv=_TRUE_; - + } + /* Test */ + class_call(parser_check_options(string1, options_ics, 10, &flag1), + errmsg, + errmsg); + class_test(flag1==_FALSE_, + errmsg, "The options for 'ic' are {'ad','bi','cdi','nid','niv'}, you entered '%s'",string1); class_test(ppt->has_ad==_FALSE_ && ppt->has_bi ==_FALSE_ && ppt->has_cdi ==_FALSE_ && ppt->has_nid ==_FALSE_ && ppt->has_niv ==_FALSE_, errmsg, - "You wrote: ic=%s. Could not identify any of the initial conditions ('ad', 'bi', 'cdi', 'nid', 'niv') in such input",string1); - + "You specified 'ic' as '%s'. It has to contain some of {'ad','bi','cdi','nid','niv'}.",string1); } } - else { - + /* Test */ class_test(ppt->has_cl_cmb_lensing_potential == _TRUE_, errmsg, "Inconsistency: you want C_l's for cmb lensing potential, but no scalar modes\n"); - + class_test(ppt->has_cl_number_count == _TRUE_, + errmsg, + "Inconsistency: you want C_l's for number count, but no scalar modes\n"); + class_test(ppt->has_cl_lensing_potential == _TRUE_, + errmsg, + "Inconsistency: you want C_l's for cosmic shear, but no scalar modes\n"); class_test(ppt->has_pk_matter == _TRUE_, errmsg, "Inconsistency: you want P(k) of matter, but no scalar modes\n"); - + class_test(ppt->has_density_transfers == _TRUE_, + errmsg, + "Inconsistency: you want density transfer functions, but no scalar modes\n"); + class_test(ppt->has_velocity_transfers == _TRUE_, + errmsg, + "Inconsistency: you want density transfer functions, but no scalar modes\n"); } - if (ppt->has_vectors == _TRUE_){ - - class_test((ppt->has_cl_cmb_temperature == _FALSE_) && (ppt->has_cl_cmb_polarization == _FALSE_), + /** 3.b) List of initial conditions for scalars */ + if (ppt->has_tensors == _TRUE_) { + /* Read */ + class_call(parser_read_string(pfc,"tensor_method",&string1,&flag1,errmsg), errmsg, - "inconsistent input: you asked for vectors, so you should have at least one non-zero tensor source type (temperature or polarization). Please adjust your input."); + errmsg); + /* Compatibility code BEGIN */ + if (flag1 == _FALSE_){ + class_call(parser_read_string(pfc,"tensor method",&string1,&flag1,errmsg), + errmsg, + errmsg); + } + /* Compatibility code END */ + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if (strstr(string1,"photons") != NULL){ + ppt->tensor_method = tm_photons_only; + } + else if (strstr(string1,"massless") != NULL){ + ppt->tensor_method = tm_massless_approximation; + } + else if (strstr(string1,"exact") != NULL){ + ppt->tensor_method = tm_exact; + } + else{ + class_stop(errmsg,"incomprehensible input '%s' for the field 'tensor_method'",string1); + } + } + } + } + + /** 4) Gauge */ + /** 4.a) Set gauge */ + /* Read */ + class_call(parser_read_string(pfc,"gauge",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if ((strstr(string1,"newtonian") != NULL) || (strstr(string1,"Newtonian") != NULL) || (strstr(string1,"new") != NULL)) { + ppt->gauge = newtonian; + } + else if ((strstr(string1,"synchronous") != NULL) || (strstr(string1,"sync") != NULL) || (strstr(string1,"Synchronous") != NULL)) { + ppt->gauge = synchronous; + } + else{ + class_stop(errmsg, + "You specified the gauge as '%s'. It has to be one of {'newtonian','synchronous'}."); } + } - if (ppt->has_tensors == _TRUE_){ + /** 4.b) Do we want density and velocity transfer functions in Nbody gauge? */ + if ((ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_)){ + + /* Read */ + class_read_flag_or_deprecated("nbody_gauge_transfer_functions","Nbody gauge transfer functions",ppt->has_Nbody_gauge_transfers); + + } + + /** 5) h in [-] and H_0/c in [1/Mpc = h/2997.9 = h*10^5/c] */ + /* Read */ + class_call(parser_read_double(pfc,"H0",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"h",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Test */ + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), + errmsg, + "You can only enter one of 'h' or 'H0'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + pba->H0 = param1*1.e3/_c_; + pba->h = param1/100.; + } + if (flag2 == _TRUE_){ + pba->H0 = param2*1.e5/_c_; + pba->h = param2; + } - class_test((ppt->has_cl_cmb_temperature == _FALSE_) && (ppt->has_cl_cmb_polarization == _FALSE_), - errmsg, - "inconsistent input: you asked for tensors, so you should have at least one non-zero tensor source type (temperature or polarization). Please adjust your input."); + /** 6) Primordial helium fraction */ + /* Read */ + class_call(parser_read_string(pfc,"YHe",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if ((strstr(string1,"BBN") != NULL) || (strstr(string1,"bbn") != NULL)){ + pth->YHe = _YHE_BBN_; + } + else { + class_read_double("YHe",pth->YHe); } } - /** (d) define the primordial spectrum */ - class_call(parser_read_string(pfc,"P_k_ini type",&string1,&flag1,errmsg), + /** 7) Recombination parameters */ + /* Read */ + class_call(parser_read_string(pfc,"recombination",&string1,&flag1,errmsg), errmsg, errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if ((strstr(string1,"RECFAST") != NULL) || (strstr(string1,"recfast") != NULL) || (strstr(string1,"Recfast") != NULL)){ + pth->recombination = recfast; + } + else if ((strstr(string1,"HYREC") != NULL) || (strstr(string1,"hyrec") != NULL) || (strstr(string1,"HyRec") != NULL)){ + pth->recombination = hyrec; + } + else{ + class_stop(errmsg, + "You specified 'recombination' as '%s'. It has to be one of {'recfast','hyrec'}.",string1); + } + } - if (flag1 == _TRUE_) { - flag2=_FALSE_; - if (strcmp(string1,"analytic_Pk") == 0) { - ppm->primordial_spec_type = analytic_Pk; - flag2=_TRUE_; + /** 7.a) Photo-ionization dependence for recfast */ + /* Read */ + if (pth->recombination == recfast){ + class_call(parser_read_string(pfc,"recfast_photoion_dependence",&string1,&flag1,errmsg), + errmsg, + errmsg); + if (flag1 == _TRUE_){ + if ((strstr(string1,"Tmat") != NULL) || (strstr(string1,"tmat") != NULL ) || (strstr(string1,"TMAT") !=NULL)){ + pth->recfast_photoion_mode = recfast_photoion_Tmat; + } + else if ((strstr(string1,"Trad") != NULL) || (strstr(string1,"trad") != NULL ) || (strstr(string1,"TRAD") !=NULL)){ + pth->recfast_photoion_mode = recfast_photoion_Trad; + } + else{ + class_stop(errmsg, + "You specified 'recfast_photoion_dependence' as '%s'. It has to be one of {'Tmat','Trad'}.",string1); + } } - if (strcmp(string1,"two_scales") == 0) { - ppm->primordial_spec_type = two_scales; - flag2=_TRUE_; + } + + /** 8) Reionization parametrization */ + /* Read */ + class_call(parser_read_string(pfc,"reio_parametrization",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if (strcmp(string1,"reio_none") == 0){ + pth->reio_parametrization = reio_none; } - if (strcmp(string1,"inflation_V") == 0) { - ppm->primordial_spec_type = inflation_V; - flag2=_TRUE_; + else if (strcmp(string1,"reio_camb") == 0){ + pth->reio_parametrization = reio_camb; } - if (strcmp(string1,"inflation_H") == 0) { - ppm->primordial_spec_type = inflation_H; - flag2=_TRUE_; + else if (strcmp(string1,"reio_bins_tanh") == 0){ + pth->reio_parametrization = reio_bins_tanh; } - if (strcmp(string1,"inflation_V_end") == 0) { - ppm->primordial_spec_type = inflation_V_end; - flag2=_TRUE_; + else if (strcmp(string1,"reio_half_tanh") == 0){ + pth->reio_parametrization = reio_half_tanh; } - if (strcmp(string1,"external_Pk") == 0) { - ppm->primordial_spec_type = external_Pk; - flag2=_TRUE_; + else if (strcmp(string1,"reio_many_tanh") == 0){ + pth->reio_parametrization = reio_many_tanh; + } + else if (strcmp(string1,"reio_inter") == 0){ + pth->reio_parametrization = reio_inter; + } + else{ + class_stop(errmsg, + "You specified 'reio_parametrization' as '%s'. It has to be one of {'reio_none','reio_camb','reio_bins_tanh','reio_half_tanh','reio_many_tanh','reio_inter'}.",string1); } - class_test(flag2==_FALSE_, - errmsg, - "could not identify primordial spectrum type, check that it is one of 'analytic_pk', 'two_scales', 'inflation_V', 'inflation_H', 'external_Pk'..."); } - class_read_double("k_pivot",ppm->k_pivot); + switch (pth->reio_parametrization) { - if (ppm->primordial_spec_type == two_scales) { + case reio_none: + /* nothing to be read*/ + break; - class_read_double("k1",k1); - class_read_double("k2",k2); - class_test(k1<=0.,errmsg,"enter strictly positive scale k1"); - class_test(k2<=0.,errmsg,"enter strictly positive scale k2"); + /** 8.a) Reionization parameters if reio_parametrization=reio_camb */ + case reio_camb: + case reio_half_tanh: + /* Read */ + class_call(parser_read_double(pfc,"z_reio",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"tau_reio",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_read_double("reionization_exponent",pth->reionization_exponent); + class_read_double("reionization_width",pth->reionization_width); + class_read_double("helium_fullreio_redshift",pth->helium_fullreio_redshift); + class_read_double("helium_fullreio_width",pth->helium_fullreio_width); + /* Test */ + class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), + errmsg, + "You can only enter one of 'z_reio' or 'tau_reio'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + pth->z_reio=param1; + pth->reio_z_or_tau=reio_z; + } + if (flag2 == _TRUE_){ + pth->tau_reio=param2; + pth->reio_z_or_tau=reio_tau; + } + break; - if (ppt->has_scalars == _TRUE_) { + /** 8.b) Reionization parameters if reio_parametrization=reio_bins_tanh */ + case reio_bins_tanh: + /* Read */ + class_read_int("binned_reio_num",pth->binned_reio_num); + class_read_list_of_doubles("binned_reio_z",pth->binned_reio_z,pth->binned_reio_num); + class_read_list_of_doubles("binned_reio_xe",pth->binned_reio_xe,pth->binned_reio_num); + class_read_double("binned_reio_step_sharpness",pth->binned_reio_step_sharpness); + break; - class_read_double("P_{RR}^1",prr1); - class_read_double("P_{RR}^2",prr2); - class_test(prr1<=0.,errmsg,"enter strictly positive scale P_{RR}^1"); - class_test(prr2<=0.,errmsg,"enter strictly positive scale P_{RR}^2"); + /** 8.c) reionization parameters if reio_parametrization=reio_many_tanh */ + case reio_many_tanh: + /* Read */ + class_read_int("many_tanh_num",pth->many_tanh_num); + class_read_list_of_doubles("many_tanh_z",pth->many_tanh_z,pth->many_tanh_num); + class_read_list_of_doubles("many_tanh_xe",pth->many_tanh_xe,pth->many_tanh_num); + class_read_double("many_tanh_width",pth->many_tanh_width); + break; - ppm->n_s = log(prr2/prr1)/log(k2/k1)+1.; - ppm->A_s = prr1*exp((ppm->n_s-1.)*log(ppm->k_pivot/k1)); + /** 8.d) reionization parameters if reio_parametrization=reio_many_tanh */ + case reio_inter: + /* Read */ + class_read_int("reio_inter_num",pth->reio_inter_num); + class_read_list_of_doubles("reio_inter_z",pth->reio_inter_z,pth->reio_inter_num); + class_read_list_of_doubles("reio_inter_xe",pth->reio_inter_xe,pth->reio_inter_num); + break; - if ((ppt->has_bi == _TRUE_) || - (ppt->has_cdi == _TRUE_) || - (ppt->has_nid == _TRUE_) || - (ppt->has_niv == _TRUE_)) { + default: + class_stop(pth->error_message,"pth->recombination=%d different from all known cases",pth->recombination); + break; + } - class_read_double("P_{II}^1",pii1); - class_read_double("P_{II}^2",pii2); - class_read_double("P_{RI}^1",pri1); - class_read_double("|P_{RI}^2|",pri2); + /** 9) Damping scale */ + /* Read */ + class_read_flag_or_deprecated("compute_damping_scale","compute damping scale",pth->compute_damping_scale); - class_test(pii1 <= 0., - errmsg, - "since you request iso modes, you should have P_{ii}^1 strictly positive"); - class_test(pii2 < 0., - errmsg, - "since you request iso modes, you should have P_{ii}^2 positive or eventually null"); - class_test(pri2 < 0., - errmsg, - "by definition, you should have |P_{ri}^2| positive or eventually null"); + /** 10) Varying fundamental constants */ + class_call(parser_read_string(pfc,"varying_fundamental_constants",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if (strstr(string1,"none") != NULL){ + pba->varconst_dep = varconst_none; + } + else if (strstr(string1,"instant") != NULL){ + pba->varconst_dep = varconst_instant; + } + else{ + class_stop(errmsg, + "You specified 'varying_fundamental_constants' as '%s'. It has to be one of {'none','instantaneous'}.",string1); + } + } + switch(pba->varconst_dep){ + case varconst_none: + /* nothing to be read*/ + break; + /* 10.a) Instantaneous transition from specified values to unity at given transition redshift */ + case varconst_instant: + class_read_double("varying_alpha",pba->varconst_alpha); + class_read_double("varying_me",pba->varconst_me); + class_read_double("varying_transition_redshift",pba->varconst_transition_redshift); + break; + } - flag1 = _FALSE_; + if (pba->varconst_dep!=varconst_none){ + /* 10.b) Sensitivity of bbn to a variation of the fine structure constant */ + class_read_double("bbn_alpha_sensitivity",pth->bbn_alpha_sensitivity); + } - class_call(parser_read_string(pfc,"special iso",&string1,&flag1,errmsg), - errmsg, - errmsg); + /** 11) The Hubble parameter is integrated instead of getting it from + the Friedmann constraint. (not only _smg) */ + class_call(parser_read_string(pfc, "hubble_evolution", &string1, &flag1, errmsg), + errmsg, + errmsg); - /* axion case, only one iso parameter: piir1 */ - if ((flag1 == _TRUE_) && (strstr(string1,"axion") != NULL)) { - n_iso = 1.; - n_cor = 0.; - c_cor = 0.; - } - /* curvaton case, only one iso parameter: piir1 */ - else if ((flag1 == _TRUE_) && (strstr(string1,"anticurvaton") != NULL)) { - n_iso = ppm->n_s; - n_cor = 0.; - c_cor = 1.; - } - /* inverted-correlation-curvaton case, only one iso parameter: piir1 */ - else if ((flag1 == _TRUE_) && (strstr(string1,"curvaton") != NULL)) { - n_iso = ppm->n_s; - n_cor = 0.; - c_cor = -1.; - } - /* general case, but if pii2 or pri2=0 the code interprets it - as a request for n_iso=n_ad or n_cor=0 respectively */ - else { - if (pii2 == 0.) { - n_iso = ppm->n_s; - } - else { - class_test((pii1==0.) || (pii2 == 0.) || (pii1*pii2<0.),errmsg,"should NEVER happen"); - n_iso = log(pii2/pii1)/log(k2/k1)+1.; - } - class_test(pri1==0,errmsg,"the general isocurvature case requires a non-zero P_{RI}^1"); - if (pri2 == 0.) { - n_cor = 0.; - } - else { - class_test((pri1==0.) || (pri2 <= 0.) || (pii1*pii2<0),errmsg,"should NEVER happen"); - n_cor = log(pri2/fabs(pri1))/log(k2/k1)-0.5*(ppm->n_s+n_iso-2.); - } - class_test((pii1*prr1<=0.),errmsg,"should NEVER happen"); - class_test(fabs(pri1)/sqrt(pii1*prr1)>1,errmsg,"too large ad-iso cross-correlation in k1"); - class_test(fabs(pri1)/sqrt(pii1*prr1)*exp(n_cor*log(k2/k1))>1,errmsg,"too large ad-iso cross-correlation in k2"); - c_cor = -pri1/sqrt(pii1*prr1)*exp(n_cor*log(ppm->k_pivot/k1)); - } - /* formula for f_iso valid in all cases */ - class_test((pii1==0.) || (prr1 == 0.) || (pii1*prr1<0.),errmsg,"should NEVER happen"); - f_iso = sqrt(pii1/prr1)*exp(0.5*(n_iso-ppm->n_s)*log(ppm->k_pivot/k1)); + if (flag1 == _TRUE_){ + if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ + pba->hubble_evolution = _TRUE_; + class_read_double("hubble_friction",pba->hubble_friction); + } + else{ + pba->hubble_evolution = _FALSE_; + } + } - } + /** 12) The sync metric perturbation h should be obtained with the Einstein 00 + equation algebraically or integrting the trace equation. (not only _smg) */ + class_call(parser_read_string(pfc, "get_h_from_trace", &string1, &flag1, errmsg), + errmsg, + errmsg); - if (ppt->has_bi == _TRUE_) { - ppm->f_bi = f_iso; - ppm->n_bi = n_iso; - ppm->c_ad_bi = c_cor; - ppm->n_ad_bi = n_cor; - } + if (flag1 == _TRUE_){ + if((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL)){ + ppt->get_h_from_trace = _TRUE_; + } + else{ + ppt->get_h_from_trace = _FALSE_; + } + } - if (ppt->has_cdi == _TRUE_) { - ppm->f_cdi = f_iso; - ppm->n_cdi = n_iso; - ppm->c_ad_cdi = c_cor; - ppm->n_ad_cdi = n_cor; - } + return _SUCCESS_; - if (ppt->has_nid == _TRUE_) { - ppm->f_nid = f_iso; - ppm->n_nid = n_iso; - ppm->c_ad_nid = c_cor; - ppm->n_ad_nid = n_cor; - } +} - if (ppt->has_niv == _TRUE_) { - ppm->f_niv = f_iso; - ppm->n_niv = n_iso; - ppm->c_ad_niv = c_cor; - ppm->n_ad_niv = n_cor; - } - } - ppm->primordial_spec_type = analytic_Pk; +/** + * Read the parameters for each physical species + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param input_verbose Input: verbosity of input + * @param errmsg Input: Error message + * @return the error status + */ - } +int input_read_parameters_species(struct file_content * pfc, + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int input_verbose, + ErrorMsg errmsg){ - else if (ppm->primordial_spec_type == analytic_Pk) { + /** Summary: */ - if (ppt->has_scalars == _TRUE_) { + /** - Define local variables */ + int flag1, flag2, flag3; + double param1, param2, param3; + char string1[_ARGUMENT_LENGTH_MAX_]; + int fileentries; + int N_ncdm=0, n, entries_read; + double rho_ncdm; + double scf_lambda; + double fnu_factor; + double Omega_tot; + double sigma_B; // Stefan-Boltzmann constant + double stat_f_idr = 7./8.; + double f_cdm=1., f_idm=0.; + short has_m_budget = _FALSE_, has_cdm_userdefined = _FALSE_; + double Omega_m_remaining = 0.; - class_call(parser_read_double(pfc,"A_s",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"ln10^{10}A_s",¶m2,&flag2,errmsg), - errmsg, - errmsg); - class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), - errmsg, - "In input file, you cannot enter both A_s and ln10^{10}A_s, choose one"); - if (flag1 == _TRUE_) - ppm->A_s = param1; - else if (flag2 == _TRUE_) - ppm->A_s = exp(param2)*1.e-10; - if (ppt->has_ad == _TRUE_) { + sigma_B = 2.*pow(_PI_,5.)*pow(_k_B_,4.)/15./pow(_h_P_,3.)/pow(_c_,2); // [W/(m^2 K^4) = Kg/(K^4 s^3)] - class_read_double("n_s",ppm->n_s); - class_read_double("alpha_s",ppm->alpha_s); + /** 1) Omega_0_g (photons) and T_cmb */ + /* Read */ + class_call(parser_read_double(pfc,"T_cmb",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"Omega_g",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"omega_g",¶m3,&flag3,errmsg), + errmsg, + errmsg); + class_test(class_at_least_two_of_three(flag1,flag2,flag3), + errmsg, + "You can only enter one of 'T_cmb', 'Omega_g' or 'omega_g'."); + /* Complete set of parameters + Note: Omega0_g = rho_g/rho_c0, each of them expressed in [Kg/(m s^2)] + rho_g = (4 sigma_B/c) T^4 + rho_c0 = 3 c^2 H_0^2/(8 \pi G) */ + if (class_none_of_three(flag1,flag2,flag3)){ + pba->Omega0_g = (4.*sigma_B/_c_*pow(pba->T_cmb,4.))/(3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_); + } + else { + if (flag1 == _TRUE_){ + pba->Omega0_g = (4.*sigma_B/_c_*pow(param1,4.))/(3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_); + pba->T_cmb=param1; + } + if (flag2 == _TRUE_){ + pba->Omega0_g = param2; + pba->T_cmb = pow(pba->Omega0_g*(3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_)/(4.*sigma_B/_c_),0.25); + } + if (flag3 == _TRUE_){ + pba->Omega0_g = param3/pba->h/pba->h; + pba->T_cmb = pow(pba->Omega0_g*(3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_)/(4.*sigma_B/_c_),0.25); + } + } + class_test(pba->Omega0_g<0,errmsg,"You cannot set the photon density to negative values."); - } - if (ppt->has_bi == _TRUE_) { + /** 2) Omega_0_b (baryons) */ + /* Read */ + class_call(parser_read_double(pfc,"Omega_b",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"omega_b",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Test */ + class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), + errmsg, + "You can only enter one of 'Omega_b' or 'omega_b'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + pba->Omega0_b = param1; + } + if (flag2 == _TRUE_){ + pba->Omega0_b = param2/pba->h/pba->h; + } + class_test(pba->Omega0_b<0,errmsg,"You cannot set the baryon density to negative values."); - class_read_double("f_bi",ppm->f_bi); - class_read_double("n_bi",ppm->n_bi); - class_read_double("alpha_bi",ppm->alpha_bi); - } + /** 3) Omega_0_ur (ultra-relativistic species / massless neutrino) */ + /** + * We want to keep compatibility with old input files, and as such 'N_eff' is still + * an allowed parameter name, although it is deprecated and its use is discouraged. + * */ + /* Read */ + class_call(parser_read_double(pfc,"N_ur",¶m1,&flag1,errmsg), + errmsg, + errmsg); + /* Compability code BEGIN */ + class_call(parser_read_double(pfc,"N_eff",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), + errmsg, + "You added both 'N_eff' (deprecated) and 'N_ur'. Please use solely 'N_ur'."); + if (flag2 == _TRUE_){ + param1 = param2; + flag1 = _TRUE_; + } + /* Compability code END */ + class_call(parser_read_double(pfc,"Omega_ur",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"omega_ur",¶m3,&flag3,errmsg), + errmsg, + errmsg); + /* Test */ + class_test(class_at_least_two_of_three(flag1,flag2,flag3), + errmsg, + "You can only enter one of 'N_ur', 'Omega_ur' or 'omega_ur'."); + /* Complete set of parameters assuming as default value N_eff=3.044 + (see 2008.01074 and 2012.02726. This value is more accurate than + the previous default value of 3.046) */ + if (class_none_of_three(flag1,flag2,flag3)) { + pba->Omega0_ur = 3.044*7./8.*pow(4./11.,4./3.)*pba->Omega0_g; + } + else { + if (flag1 == _TRUE_) { + pba->Omega0_ur = param1*7./8.*pow(4./11.,4./3.)*pba->Omega0_g; + } + if (flag2 == _TRUE_) { + pba->Omega0_ur = param2; + } + if (flag3 == _TRUE_) { + pba->Omega0_ur = param3/pba->h/pba->h; + } + } + class_test(pba->Omega0_ur<0,errmsg,"You cannot set the density of ultra-relativistic relics (dark radiation/neutrinos) to negative values."); - if (ppt->has_cdi == _TRUE_) { + /** 3.a) Case of non-standard properties */ + /* Read */ + class_call(parser_read_double(pfc,"ceff2_ur",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"cvis2_ur",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + ppt->three_ceff2_ur = 3.*param1; + } + if (flag2 == _TRUE_){ + ppt->three_cvis2_ur = 3.*param2; + } - class_read_double("f_cdi",ppm->f_cdi); - class_read_double("n_cdi",ppm->n_cdi); - class_read_double("alpha_cdi",ppm->alpha_cdi); - } + /** 4) Omega_0_cdm (CDM) */ + /* Read */ + class_call(parser_read_double(pfc,"Omega_cdm",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"omega_cdm",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Test */ + class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), + errmsg, + "You can only enter one of 'Omega_cdm' or 'omega_cdm'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + pba->Omega0_cdm = param1; + has_cdm_userdefined = _TRUE_; + } + if (flag2 == _TRUE_){ + pba->Omega0_cdm = param2/pba->h/pba->h; + has_cdm_userdefined = _TRUE_; + } + class_test(pba->Omega0_cdm<0,errmsg, "You cannot set the cold dark matter density to negative values."); - if (ppt->has_nid == _TRUE_) { + /** 4) (Second part) Omega_0_m (total non-relativistic) */ + class_call(parser_read_double(pfc,"Omega_m",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"omega_m",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Read */ + class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), + errmsg, + "You can only enter one of 'Omega_m' or 'omega_m'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + Omega_m_remaining = param1; + has_m_budget = _TRUE_; + } + if (flag2 == _TRUE_){ + Omega_m_remaining = param2/pba->h/pba->h; + has_m_budget = _TRUE_; + } + class_test(Omega_m_remaining<0,errmsg, "You cannot set the total matter density to negative values."); + class_test(has_cdm_userdefined == _TRUE_ && has_m_budget == _TRUE_, errmsg, "If you want to use 'Omega_m' you cannot fix 'Omega_cdm' simultaneously. Please remove either 'Omega_cdm' or 'Omega_m' from the input file."); + if (has_m_budget == _TRUE_) { + class_test(Omega_m_remaining < pba->Omega0_b, errmsg, "Too much energy density from matter species. At this point only %e is left for Omega_m, but requested 'Omega_b = %e'",Omega_m_remaining, pba->Omega0_b); + Omega_m_remaining-= pba->Omega0_b; + } - class_read_double("f_nid",ppm->f_nid); - class_read_double("n_nid",ppm->n_nid); - class_read_double("alpha_nid",ppm->alpha_nid); + /** 5) Non-cold relics (ncdm) */ + /** 5.a) Number of non-cold relics */ + /* Read */ + class_read_int("N_ncdm",N_ncdm); + /* Complete set of parameters */ + if (N_ncdm > 0){ + pba->N_ncdm = N_ncdm; + if (ppt->gauge == synchronous){ + ppr->tol_ncdm = ppr->tol_ncdm_synchronous; + } + if (ppt->gauge == newtonian){ + ppr->tol_ncdm = ppr->tol_ncdm_newtonian; + } + /** 5.b) Check if filenames for interpolation tables are given */ + /* Read */ + class_read_list_of_integers_or_default("use_ncdm_psd_files",pba->got_files,_FALSE_,N_ncdm); + /* Complete set of parameters */ + for (n=0,fileentries=0; ngot_files[n] == _TRUE_){ + fileentries++; } + } + if (fileentries > 0) { - if (ppt->has_niv == _TRUE_) { + /** 5.b.1) Check if filenames for interpolation tables are given */ + /* Read */ + class_call(parser_read_list_of_strings(pfc,"ncdm_psd_filenames",&entries_read,&(pba->ncdm_psd_files),&flag1,errmsg), + errmsg, + errmsg); + /* Test */ + class_test(flag1 == _FALSE_,errmsg, + "Entry 'use_ncdm_files' is found, but no corresponding 'ncdm_psd_filenames' were found."); + class_test(entries_read != fileentries,errmsg, + "Number of filenames found (%d) does not match number of _TRUE_ values in use_ncdm_files (%d).", + entries_read,fileentries); + } - class_read_double("f_niv",ppm->f_niv); - class_read_double("n_niv",ppm->n_niv); - class_read_double("alpha_niv",ppm->alpha_niv); + /** 5.c) (optional) p.s.d.-parameters */ + /* Read */ + class_call(parser_read_list_of_doubles(pfc,"ncdm_psd_parameters",&entries_read,&(pba->ncdm_psd_parameters),&flag1,errmsg), + errmsg, + errmsg); + /** 5.d) Mass or Omega of each ncdm species */ + /* Read */ + class_read_list_of_doubles_or_default("m_ncdm",pba->m_ncdm_in_eV,0.0,N_ncdm); + class_read_list_of_doubles_or_default("Omega_ncdm",pba->Omega0_ncdm,0.0,N_ncdm); + class_read_list_of_doubles_or_default("omega_ncdm",pba->M_ncdm,0.0,N_ncdm); + for (n=0; nM_ncdm[n]!=0.0){ + /* Test */ + class_test(pba->Omega0_ncdm[n]!=0,errmsg, + "You can only enter one of 'Omega_ncdm' or 'omega_ncdm' for ncdm species %d.",n); + /* Complete set of parameters */ + pba->Omega0_ncdm[n] = pba->M_ncdm[n]/pba->h/pba->h; + } + /* Set default value + this is the right place for passing the default value of the mass + (all parameters must have a default value; most of them are defined + in input_default_params, but the ncdm mass is a bit special and + there is no better place for setting its default value). We put an + arbitrary value m << 10^-3 eV, i.e. the ultra-relativistic limit. */ + if ((pba->Omega0_ncdm[n]==0.0) && (pba->m_ncdm_in_eV[n]==0.0)) { + pba->m_ncdm_in_eV[n]=1.e-5; } + } - if ((ppt->has_ad == _TRUE_) && (ppt->has_bi == _TRUE_)) { - class_read_double_one_of_two("c_ad_bi","c_bi_ad",ppm->c_ad_bi); - class_read_double_one_of_two("n_ad_bi","n_bi_ad",ppm->n_ad_bi); - class_read_double_one_of_two("alpha_ad_bi","alpha_bi_ad",ppm->alpha_ad_bi); - } - - if ((ppt->has_ad == _TRUE_) && (ppt->has_cdi == _TRUE_)) { - class_read_double_one_of_two("c_ad_cdi","c_cdi_ad",ppm->c_ad_cdi); - class_read_double_one_of_two("n_ad_cdi","n_cdi_ad",ppm->n_ad_cdi); - class_read_double_one_of_two("alpha_ad_cdi","alpha_cdi_ad",ppm->alpha_ad_cdi); - } - - if ((ppt->has_ad == _TRUE_) && (ppt->has_nid == _TRUE_)) { - class_read_double_one_of_two("c_ad_nid","c_nid_ad",ppm->c_ad_nid); - class_read_double_one_of_two("n_ad_nid","n_nid_ad",ppm->n_ad_nid); - class_read_double_one_of_two("alpha_ad_nid","alpha_nid_ad",ppm->alpha_ad_nid); - } + /** 5.e) Temperatures */ + /* Read */ + class_read_list_of_doubles_or_default("T_ncdm",pba->T_ncdm,pba->T_ncdm_default,N_ncdm); - if ((ppt->has_ad == _TRUE_) && (ppt->has_niv == _TRUE_)) { - class_read_double_one_of_two("c_ad_niv","c_niv_ad",ppm->c_ad_niv); - class_read_double_one_of_two("n_ad_niv","n_niv_ad",ppm->n_ad_niv); - class_read_double_one_of_two("alpha_ad_niv","alpha_niv_ad",ppm->alpha_ad_niv); - } + /** 5.f) Chemical potentials */ + /* Read */ + class_read_list_of_doubles_or_default("ksi_ncdm",pba->ksi_ncdm,pba->ksi_ncdm_default,N_ncdm); - if ((ppt->has_bi == _TRUE_) && (ppt->has_cdi == _TRUE_)) { - class_read_double_one_of_two("c_bi_cdi","c_cdi_bi",ppm->c_bi_cdi); - class_read_double_one_of_two("n_bi_cdi","n_cdi_bi",ppm->n_bi_cdi); - class_read_double_one_of_two("alpha_bi_cdi","alpha_cdi_bi",ppm->alpha_bi_cdi); - } + /** 5.g) Degeneracy of each ncdm species */ + /* Read */ + class_read_list_of_doubles_or_default("deg_ncdm",pba->deg_ncdm,pba->deg_ncdm_default,N_ncdm); - if ((ppt->has_bi == _TRUE_) && (ppt->has_nid == _TRUE_)) { - class_read_double_one_of_two("c_bi_nid","c_nid_bi",ppm->c_bi_nid); - class_read_double_one_of_two("n_bi_nid","n_nid_bi",ppm->n_bi_nid); - class_read_double_one_of_two("alpha_bi_nid","alpha_nid_bi",ppm->alpha_bi_nid); - } + /** 5.h) Quadrature modes, 0 is qm_auto */ + /* Read */ + class_call(parser_read_list_of_integers(pfc, "Quadrature strategy", &entries_read, &(pba->ncdm_quadrature_strategy), &flag1, errmsg), + errmsg, errmsg); //Deprecated parameter, still read to keep compatibility + if (flag1 == _TRUE_) { + class_test(entries_read != N_ncdm, errmsg, "Number of entries in Quadrature strategy, %d, is different from the number of N_cdm species, %d", entries_read, N_ncdm); + } + else { + class_read_list_of_integers_or_default("ncdm_quadrature_strategy", pba->ncdm_quadrature_strategy, 0, N_ncdm); + } - if ((ppt->has_bi == _TRUE_) && (ppt->has_niv == _TRUE_)) { - class_read_double_one_of_two("c_bi_niv","c_niv_bi",ppm->c_bi_niv); - class_read_double_one_of_two("n_bi_niv","n_niv_bi",ppm->n_bi_niv); - class_read_double_one_of_two("alpha_bi_niv","alpha_niv_bi",ppm->alpha_bi_niv); - } + /** 5.h.1) qmax, if relevant */ + /* Read */ + class_call(parser_read_list_of_doubles(pfc, "Maximum_q", &entries_read, &(pba->ncdm_qmax), &flag1, errmsg), + errmsg, errmsg); //Deprecated parameter, still read to keep compatibility + if (flag1 == _TRUE_) { + class_test(entries_read != N_ncdm, errmsg, "Number of entries in Maximum_q, %d, is different from the number of N_cdm species, %d", entries_read, N_ncdm); + } + else { + class_read_list_of_doubles_or_default("ncdm_maximum_q", pba->ncdm_qmax, 15, N_ncdm); + } - if ((ppt->has_cdi == _TRUE_) && (ppt->has_nid == _TRUE_)) { - class_read_double_one_of_two("c_cdi_nid","c_nid_cdi",ppm->c_cdi_nid); - class_read_double_one_of_two("n_cdi_nid","n_nid_cdi",ppm->n_cdi_nid); - class_read_double_one_of_two("alpha_cdi_nid","alpha_nid_cdi",ppm->alpha_cdi_nid); - } + /** 5.h.2) Number of momentum bins */ + class_call(parser_read_list_of_integers(pfc, "Number of momentum bins", &entries_read, &(pba->ncdm_input_q_size), &flag1, errmsg), + errmsg, errmsg); //Deprecated parameter, still read to keep compatibility + if (flag1 == _TRUE_) { + class_test(entries_read != N_ncdm, errmsg, "Number of entries in Number of momentum bins, %d, is different from the number of N_cdm species, %d", entries_read, N_ncdm); + } + else { + class_read_list_of_integers_or_default("ncdm_N_momentum_bins", pba->ncdm_input_q_size, 150, N_ncdm); + } - if ((ppt->has_cdi == _TRUE_) && (ppt->has_niv == _TRUE_)) { - class_read_double_one_of_two("c_cdi_niv","c_niv_cdi",ppm->c_cdi_niv); - class_read_double_one_of_two("n_cdi_niv","n_niv_cdi",ppm->n_cdi_niv); - class_read_double_one_of_two("alpha_cdi_niv","alpha_niv_cdi",ppm->alpha_cdi_niv); + /** Last step of 5) (i.e. NCDM) -- Calculate the masses and momenta */ + class_call(background_ncdm_init(ppr,pba), + pba->error_message, + errmsg); + /* Complete set of parameters + We must calculate M from omega or vice versa if one of them is missing. + If both are present, we must update the degeneracy parameter to + reflect the implicit normalization of the distribution function. */ + for (n=0; n < N_ncdm; n++){ + if (pba->m_ncdm_in_eV[n] != 0.0){ + /* Case of only mass or mass and Omega/omega: */ + pba->M_ncdm[n] = pba->m_ncdm_in_eV[n]/_k_B_*_eV_/pba->T_ncdm[n]/pba->T_cmb; + class_call(background_ncdm_momenta(pba->q_ncdm_bg[n], + pba->w_ncdm_bg[n], + pba->q_size_ncdm_bg[n], + pba->M_ncdm[n], + pba->factor_ncdm[n], + 0., + NULL, + &rho_ncdm, + NULL, + NULL, + NULL), + pba->error_message, + errmsg); + if (pba->Omega0_ncdm[n] == 0.0){ + pba->Omega0_ncdm[n] = rho_ncdm/pba->H0/pba->H0; + } + else{ + fnu_factor = (pba->H0*pba->H0*pba->Omega0_ncdm[n]/rho_ncdm); + pba->factor_ncdm[n] *= fnu_factor; + /* dlnf0dlnq is already computed, but it is independent of any + normalization of f0. We don't need the factor anymore, but we + store it nevertheless */ + pba->deg_ncdm[n] *=fnu_factor; + } } - - if ((ppt->has_nid == _TRUE_) && (ppt->has_niv == _TRUE_)) { - class_read_double_one_of_two("c_nid_niv","c_niv_nid",ppm->c_nid_niv); - class_read_double_one_of_two("n_nid_niv","n_niv_nid",ppm->n_nid_niv); - class_read_double_one_of_two("alpha_nid_niv","alpha_niv_nid",ppm->alpha_nid_niv); + else{ + /* Case of only Omega/omega: */ + class_call(background_ncdm_M_from_Omega(ppr,pba,n), + pba->error_message, + errmsg); + pba->m_ncdm_in_eV[n] = _k_B_/_eV_*pba->T_ncdm[n]*pba->M_ncdm[n]*pba->T_cmb; } - + pba->Omega0_ncdm_tot += pba->Omega0_ncdm[n]; } - if (ppt->has_tensors == _TRUE_) { + } + class_test(pba->Omega0_ncdm_tot<0,errmsg,"You cannot set the NCDM density to negative values."); + if (has_m_budget == _TRUE_) { + class_test(Omega_m_remaining < pba->Omega0_ncdm_tot, errmsg, "Too much energy density from massive species. At this point only %e is left for Omega_m, but requested 'Omega_ncdm = %e' (summed over all species)",Omega_m_remaining, pba->Omega0_ncdm_tot); + Omega_m_remaining-= pba->Omega0_ncdm_tot; + } - class_read_double("r",ppm->r); + /** 6) Omega_0_k (effective fractional density of curvature) */ + /* Read */ + class_read_double("Omega_k",pba->Omega0_k); + /* Complete set of parameters */ + pba->K = -pba->Omega0_k*pow(pba->H0,2); + if (pba->K > 0.){ + pba->sgnK = 1; + } + else if (pba->K < 0.){ + pba->sgnK = -1; + } - if (ppt->has_scalars == _FALSE_) { - class_read_double("A_s",ppm->A_s); - } - if (ppm->r <= 0) { - ppt->has_tensors = _FALSE_; - } - else { + /* 7) ** ADDITIONAL SPECIES ** --> Add your species here */ - class_call(parser_read_string(pfc,"n_t",&string1,&flag1,errmsg), - errmsg, - errmsg); + /** 7.1) Decaying DM into DR */ + /** 7.1.a) Omega_0_dcdmdr (DCDM, i.e. decaying CDM) */ + /* Read */ + class_call(parser_read_double(pfc,"Omega_dcdmdr",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"omega_dcdmdr",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), + errmsg, + "You can only enter one of 'Omega_dcdmdr' or 'omega_dcdmdr'."); - if ((flag1 == _TRUE_) && !((strstr(string1,"SCC") != NULL) || (strstr(string1,"scc") != NULL))) { - class_read_double("n_t",ppm->n_t); - } - else { - /* enforce single slow-roll self-consistency condition (order 2 in slow-roll) */ - ppm->n_t = -ppm->r/8.*(2.-ppm->r/8.-ppm->n_s); - } + /* ---> if user passes directly the density of dcdmdr */ + if (flag1 == _TRUE_) + pba->Omega0_dcdmdr = param1; + if (flag2 == _TRUE_) + pba->Omega0_dcdmdr = param2/pba->h/pba->h; + class_test(pba->Omega0_dcdmdr<0,errmsg,"You cannot set the dcdmdr density to negative values."); - class_call(parser_read_string(pfc,"alpha_t",&string1,&flag1,errmsg), - errmsg, - errmsg); + /** 7.1.b) Omega_ini_dcdm or omega_ini_dcdm */ + /* Read */ + class_call(parser_read_double(pfc,"Omega_ini_dcdm",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"omega_ini_dcdm",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Test */ + class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), + errmsg, + "You can only enter one of 'Omega_ini_dcdm' or 'omega_ini_dcdm'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + pba->Omega_ini_dcdm = param1; + } + if (flag2 == _TRUE_){ + pba->Omega_ini_dcdm = param2/pba->h/pba->h; + } + class_test(pba->Omega_ini_dcdm<0,errmsg,"You cannot set the initial dcdm density to negative values."); - if ((flag1 == _TRUE_) && !((strstr(string1,"SCC") != NULL) || (strstr(string1,"scc") != NULL))) { - class_read_double("alpha_t",ppm->alpha_t); - } - else { - /* enforce single slow-roll self-consistency condition (order 2 in slow-roll) */ - ppm->alpha_t = ppm->r/8.*(ppm->r/8.+ppm->n_s-1.); - } - } + if (pba->Omega0_dcdmdr > 0 || (pba->Omega_ini_dcdm > 0.)) { + + /** 7.1.c) Gamma in same units as H0, i.e. km/(s Mpc)*/ + /* Read */ + class_call(parser_read_double(pfc,"Gamma_dcdm",¶m1,&flag1,errmsg), // [km/(s Mpc)] + errmsg, + errmsg); + class_call(parser_read_double(pfc,"tau_dcdm",¶m2,&flag2,errmsg), // [s] + errmsg, + errmsg); + /* Test */ + class_test(((flag1 == _TRUE_) && (flag2 == _TRUE_)), + errmsg, + "In input file, you can only enter one of Gamma_dcdm or tau_dcdm, choose one"); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + pba->Gamma_dcdm = param1*(1.e3/_c_); // [Mpc] + pba->tau_dcdm = _Mpc_over_m_*1e-3/param1; // [s] } + if (flag2 == _TRUE_){ + pba->Gamma_dcdm = _Mpc_over_m_/(param2*_c_); // [Mpc] + pba->tau_dcdm = param2; // [s] + } + /* Test */ + class_test(pba->tau_dcdm<0., + errmsg, + "You need to enter a lifetime for the decaying DM 'tau_dcdm > 0.'"); + class_test(pba->Gamma_dcdm<0., + errmsg, + "You need to enter a decay constant for the decaying DM 'Gamma_dcdm > 0.'"); + } + if (has_m_budget == _TRUE_) { + class_test(Omega_m_remaining < pba->Omega0_dcdmdr, errmsg, "Too much energy density from massive species. At this point only %e is left for Omega_m, but requested 'Omega_dcdmdr = %e'",Omega_m_remaining, pba->Omega0_dcdmdr); + Omega_m_remaining-= pba->Omega0_dcdmdr; } - else if ((ppm->primordial_spec_type == inflation_V) || (ppm->primordial_spec_type == inflation_H)) { + /** 7.2) Multi-interacting dark matter (idm) */ + /** 7.2.1) Global parameters for all interacting Dark Matter components */ - if (ppm->primordial_spec_type == inflation_V) { + /** 7.2.1.a) Amount of interacting dark matter*/ + /* Read fraction or density */ + class_call(parser_read_double(pfc,"Omega_idm",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"omega_idm",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"f_idm",¶m3,&flag3,errmsg), + errmsg, + errmsg); + class_test(class_at_least_two_of_three(flag1,flag2,flag3), + errmsg, + "In input file, you can only enter one of {Omega_idm, omega_idm, f_idm}, choose one"); - class_call(parser_read_string(pfc,"potential",&string1,&flag1,errmsg), - errmsg, - errmsg); + /* ---> if user passes directly the density of idm */ + if (flag1 == _TRUE_) + pba->Omega0_idm = param1; + if (flag2 == _TRUE_) + pba->Omega0_idm = param2/pba->h/pba->h; + if (flag3 == _TRUE_) + f_idm = param3; + + /* ---> if user passes density of idm as a fraction of the CDM one */ + /* Find Omega_idm from Omega_cdm and f_idm */ + if (flag3 == _TRUE_) { + class_test((f_idm < 0.) || (f_idm > 1.), + errmsg, + "The fraction of interacting DM must be between 0 and 1, you asked for f_idm=%e",param3); - /* only polynomial coded so far: no need to interpret string1 **/ + /* Test if there is enough dark matter left to be converted into idm */ + class_test(f_idm > f_cdm, + errmsg, + "There is not enough cold dark matter left (f_cdm = %.10e) that should be treated as idm, is the sum of the {f_idm=%.10e} parameters less or equal to 1?", f_cdm, f_idm); - class_call(parser_read_string(pfc,"PSR_0",&string1,&flag1,errmsg), - errmsg, - errmsg); + f_cdm -= f_idm; + } - if (flag1 == _TRUE_) { + /** 7.2.1.b) Mass of interacting dark matter*/ + /* Read */ + if (pba->Omega0_idm > 0. || f_idm > 0) { + class_read_double("m_idm",pth->m_idm); - PSR0=0.; - PSR1=0.; - PSR2=0.; - PSR3=0.; - PSR4=0.; + class_test(pth->m_idm <= 0., + errmsg, + "m_idm must be positive."); + class_test(pth->m_idm < 1.e6, + errmsg, + "Note that the idm formalism assumes the DM to be cold. You have chosen a low mass of m_idm=%e, which is beyond the regime in which the code has been tested.", pth->m_idm); - class_read_double("PSR_0",PSR0); - class_read_double("PSR_1",PSR1); - class_read_double("PSR_2",PSR2); - class_read_double("PSR_3",PSR3); - class_read_double("PSR_4",PSR4); + ppt->has_idm_soundspeed = _TRUE_; - class_test(PSR0 <= 0., - errmsg, - "inconsistent parametrization of polynomial inflation potential"); - class_test(PSR1 <= 0., - errmsg, - "inconsistent parametrization of polynomial inflation potential"); + class_read_flag("idm_soundspeed",ppt->has_idm_soundspeed); + } - R0 = PSR0; - R1 = PSR1*16.*_PI_; - R2 = PSR2*8.*_PI_; - R3 = PSR3*pow(8.*_PI_,2); - R4 = PSR4*pow(8.*_PI_,3); + /** 7.2.2) Dark Matter interacting with Dark Radiation, ETHOS-parametrization/NADM parametrization, see explanatory.ini */ - ppm->V0 = R0*R1*3./128./_PI_; - ppm->V1 = -sqrt(R1)*ppm->V0; - ppm->V2 = R2*ppm->V0; - ppm->V3 = R3*ppm->V0*ppm->V0/ppm->V1; - ppm->V4 = R4*ppm->V0/R1; - } + /** 7.2.2.a) Amount of idr */ + /* Read */ + class_call(parser_read_double(pfc,"N_idr",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"N_dg",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"xi_idr",¶m3,&flag3,errmsg), + errmsg, + errmsg); + class_test(class_at_least_two_of_three(flag1,flag2,flag3), + errmsg, + "In input file, you can only enter one of {N_idr, N_dg, xi_idr}, choose one"); - else { + /** 7.2.2.b) stat_f_idr */ + class_read_double("stat_f_idr",stat_f_idr); - class_call(parser_read_string(pfc,"R_0",&string1,&flag1,errmsg), - errmsg, - errmsg); + if (flag1 == _TRUE_) { + pba->T_idr = pow(param1/stat_f_idr*(7./8.)/pow(11./4.,(4./3.)),(1./4.)) * pba->T_cmb; + if (input_verbose > 1) + printf("You passed N_idr = N_dg = %e, this is equivalent to xi_idr = %e in the ETHOS notation. \n", param1, pba->T_idr/pba->T_cmb); + } + else if (flag2 == _TRUE_) { + pba->T_idr = pow(param2/stat_f_idr*(7./8.)/pow(11./4.,(4./3.)),(1./4.)) * pba->T_cmb; + if (input_verbose > 2) + printf("You passed N_dg = N_idr = %e, this is equivalent to xi_idr = %e in the ETHOS notation. \n", param2, pba->T_idr/pba->T_cmb); + } + else if (flag3 == _TRUE_) { + pba->T_idr = param3 * pba->T_cmb; + if (input_verbose > 1) + printf("You passed xi_idr = %e, this is equivalent to N_idr = N_dg = %e in the NADM notation. \n", param3, stat_f_idr*pow(param3,4.)/(7./8.)*pow(11./4.,(4./3.))); + } + if (flag1 == _TRUE_ || flag2 == _TRUE_ || flag3 == _TRUE_) + pba->Omega0_idr = stat_f_idr*pow(pba->T_idr/pba->T_cmb,4.)*pba->Omega0_g; - if (flag1 == _TRUE_) { + /** 7.2.2.c) idm_dr coupling */ + /* Read */ + if (pba->Omega0_idm > 0. || f_idm > 0) { + class_call(parser_read_double(pfc,"a_idm_dr",¶m1,&flag1,errmsg), + errmsg, + errmsg); + /* Deprecated input parameter, read for backwards compatibility) */ + class_call(parser_read_double(pfc,"a_dark",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"Gamma_0_nadm",¶m3,&flag3,errmsg), + errmsg, + errmsg); + class_test(class_at_least_two_of_three(flag1,flag2,flag3), + errmsg, + "In input file, you can only enter one of {a_idm_dr, a_dark, Gamma_0_nadm}, choose one"); - R0=0.; - R1=0.; - R2=0.; - R3=0.; - R4=0.; + /* Consistency checks */ + if (flag1 == _TRUE_){ + pth->a_idm_dr = param1; + if (input_verbose > 1) + printf("You passed a_idm_dr = a_dark = %e, this is equivalent to Gamma_0_nadm = %e in the NADM notation. \n", param1, param1*(4./3.)*(pba->h*pba->h*pba->Omega0_idr)); + } + else if (flag2 == _TRUE_){ + pth->a_idm_dr = param2; + if (input_verbose > 1) + printf("You passed a_dark = a_idm_dr = %e, this is equivalent to Gamma_0_nadm = %e in the NADM notation. \n", param2, param2*(4./3.)*(pba->h*pba->h*pba->Omega0_idr)); + } + else if (flag3 == _TRUE_){ + pth->a_idm_dr = param3*(3./4.)/(pba->h*pba->h*pba->Omega0_idr); + if (input_verbose > 1) + printf("You passed Gamma_0_nadm = %e, this is equivalent to a_idm_dr = a_dark = %e in the ETHOS notation. \n", param3, pth->a_idm_dr); + } - class_read_double("R_0",R0); - class_read_double("R_1",R1); - class_read_double("R_2",R2); - class_read_double("R_3",R3); - class_read_double("R_4",R4); + class_test(pth->a_idm_dr > 0 && pba->Omega0_idr == 0.0, + errmsg, + "You have requested interacting DM ith DR, this requires a non-zero density of interacting DR. Please set either N_idr or xi_idr"); + + /* If the user passed Gamma_0_nadm, assume they want nadm parameterisation*/ + if (flag3 == _TRUE_){ + /* Set 7.2.2.d and 7.2.2.e */ + pth->n_index_idm_dr = 0; + ppt->idr_nature = idr_fluid; + if (input_verbose > 1) + printf("NADM requested. Defaulting on n_index_idm_dr = %e and idr_nature = fluid \n", pth->n_index_idm_dr); + } - class_test(R0 <= 0., - errmsg, - "inconsistent parametrization of polynomial inflation potential"); - class_test(R1 <= 0., - errmsg, - "inconsistent parametrization of polynomial inflation potential"); + /* If the user passed something else, assume they want ETHOS parameterisation*/ + else{ + /** 7.2.2.d) n_index_idm_dr */ + class_call(parser_read_double(pfc,"n_index_idm_dr",¶m1,&flag1,errmsg), + errmsg, + errmsg); + /* Deprecated input parameters, read for backwards compatibility) */ + class_call(parser_read_double(pfc,"nindex_idm_dr",¶m3,&flag3,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"nindex_dark",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_test(class_at_least_two_of_three(flag1,flag2,flag3), + errmsg, + "In input file, you can only enter one of {n_index_idm_dr, nindex_idm_dr, nindex_dark}, choose one"); + if (flag1 == _TRUE_){ + pth->n_index_idm_dr = param1; + } + if (flag2 == _TRUE_){ + pth->n_index_idm_dr = param2; + } + if (flag3 == _TRUE_){ + pth->n_index_idm_dr = param3; + } - ppm->V0 = R0*R1*3./128./_PI_; - ppm->V1 = -sqrt(R1)*ppm->V0; - ppm->V2 = R2*ppm->V0; - ppm->V3 = R3*ppm->V0*ppm->V0/ppm->V1; - ppm->V4 = R4*ppm->V0/R1; + /** 7.2.2.e) idr_nature */ + class_call(parser_read_string(pfc,"idr_nature",&string1,&flag1,errmsg), + errmsg, + errmsg); + if (flag1 == _TRUE_) { + if ((strstr(string1,"free_streaming") != NULL) || (strstr(string1,"Free_Streaming") != NULL) || (strstr(string1,"Free_streaming") != NULL) || (strstr(string1,"FREE_STREAMING") != NULL)) { + ppt->idr_nature = idr_free_streaming; } - - else { - - class_read_double("V_0",ppm->V0); - class_read_double("V_1",ppm->V1); - class_read_double("V_2",ppm->V2); - class_read_double("V_3",ppm->V3); - class_read_double("V_4",ppm->V4); - + if ((strstr(string1,"fluid") != NULL) || (strstr(string1,"Fluid") != NULL) || (strstr(string1,"FLUID") != NULL)) { + ppt->idr_nature = idr_fluid; } } } - else { + /** 7.2.2.f) Strength of self interactions */ + class_read_double_one_of_two("b_dark","b_idr",pth->b_idr); - class_call(parser_read_string(pfc,"HSR_0",&string1,&flag1,errmsg), + /** 7.2.2.g) Read alpha_idm_dr or alpha_dark */ + class_call(parser_read_list_of_doubles(pfc,"alpha_idm_dr",&entries_read,&(ppt->alpha_idm_dr),&flag1,errmsg), + errmsg, + errmsg); + /* try with the other syntax */ + if (flag1 == _FALSE_) { + class_call(parser_read_list_of_doubles(pfc,"alpha_dark",&entries_read,&(ppt->alpha_idm_dr),&flag1,errmsg), errmsg, errmsg); + } - if (flag1 == _TRUE_) { - - HSR0=0.; - HSR1=0.; - HSR2=0.; - HSR3=0.; - HSR4=0.; - - class_read_double("HSR_0",HSR0); - class_read_double("HSR_1",HSR1); - class_read_double("HSR_2",HSR2); - class_read_double("HSR_3",HSR3); - class_read_double("HSR_4",HSR4); - - ppm->H0 = sqrt(HSR0*HSR1*_PI_); - ppm->H1 = -sqrt(4.*_PI_*HSR1)*ppm->H0; - ppm->H2 = 4.*_PI_*HSR2*ppm->H0; - ppm->H3 = 4.*_PI_*HSR3*ppm->H0*ppm->H0/ppm->H1; - ppm->H4 = 4.*_PI_*HSR4*ppm->H0*ppm->H0*ppm->H0/ppm->H1/ppm->H1; - + /* At this point these quantities may or may not be allocated */ + /* If we have perturbations, everything is alright, go ahead and allocate default values */ + if (ppt->has_perturbations) { + if (flag1 == _TRUE_){ + if (ppt->perturbations_verbose > 0) { + class_test(entries_read > ppr->l_max_idr-1, + errmsg, + "The number of alpha_idm_dr parameters passed (%d) is bigger than l_max_idr-1=%d", entries_read, ppr->l_max_idr-1); + } + /* If less input than expected -> fill up with last value, otherwise nothing to do */ + if (entries_read < (ppr->l_max_idr-1)){ + if (ppt->perturbations_verbose > 0) { + printf("WARNING: only %i entries of alpha_idm_dr were provided for %i moments, filling up the rest with the last entry provided\n", entries_read, ppr->l_max_idr-1); + } + class_realloc(ppt->alpha_idm_dr,(ppr->l_max_idr-1)*sizeof(double),errmsg); + for (n=entries_read; n<(ppr->l_max_idr-1); n++) ppt->alpha_idm_dr[n] = ppt->alpha_idm_dr[entries_read-1]; + } } - else { - - class_read_double("H_0",ppm->H0); - class_read_double("H_1",ppm->H1); - class_read_double("H_2",ppm->H2); - class_read_double("H_3",ppm->H3); - class_read_double("H_4",ppm->H4); + else{ + /* Allocate default values if we have idm, but the user doesn't provide input */ + class_alloc(ppt->alpha_idm_dr,(ppr->l_max_idr-1)*sizeof(double),errmsg); + for (n=0; n<(ppr->l_max_idr-1); n++) ppt->alpha_idm_dr[n] = 1.5; } - - class_test(ppm->H0 <= 0., - errmsg, - "inconsistent parametrization of polynomial inflation potential"); - + } + /* If we don't have perturbations, we should free the arrays again if necessary */ + else if (ppt->alpha_idm_dr != NULL) { + free(ppt->alpha_idm_dr); } } - else if (ppm->primordial_spec_type == inflation_V_end) { - - class_call(parser_read_string(pfc,"full_potential",&string1,&flag1,errmsg), + /** 7.2.2.h) beta_idr */ + if ((pba->Omega0_idm > 0 || f_idm > 0) && pba->Omega0_idr > 0) { + /* Read */ + class_call(parser_read_list_of_doubles(pfc,"beta_idr",&entries_read,&(ppt->beta_idr),&flag1,errmsg), errmsg, errmsg); + /* try with the other syntax */ + if (flag1 == _FALSE_) { + class_call(parser_read_list_of_doubles(pfc,"beta_dark",&entries_read,&(ppt->beta_idr),&flag1,errmsg), + errmsg, + errmsg); + } - if (flag1 == _TRUE_) { - if (strcmp(string1,"polynomial") == 0) { - ppm->potential = polynomial; - } - else if (strcmp(string1,"higgs_inflation") == 0) { - ppm->potential = higgs_inflation; + /* At this point these quantities might or might not be allocated */ + /* If we have perturbations, everything is alright, go ahead and allocate default values */ + if (ppt->has_perturbations == _TRUE_) { + if (flag1 == _TRUE_){ + /* If less input than expected -> fill up with last value, otherwise nothing to do */ + if (ppt->perturbations_verbose > 0) { + class_test(entries_read > ppr->l_max_idr-1, + errmsg, + "The number of beta_idr parameters passed (%d) is bigger than l_max_idr-1=%d", entries_read, ppr->l_max_idr-1); + } + if (entries_read < (ppr->l_max_idr-1)){ + if (ppt->perturbations_verbose > 0) { + printf("WARNING: only %i entries of beta_idr were provided for %i moments, filling up the rest with the last entry provided\n", entries_read, ppr->l_max_idr-1); + } + class_realloc(ppt->beta_idr,(ppr->l_max_idr-1)*sizeof(double),errmsg); + for (n=entries_read; n<(ppr->l_max_idr-1); n++) + ppt->beta_idr[n] = ppt->beta_idr[entries_read-1]; + } } else { - class_stop(errmsg,"did not recognize input parameter 'potential': should be one of 'polynomial' or 'higgs_inflation'"); + /* Allocate default values if we have idm, but the user doesn't provide input */ + class_alloc(ppt->beta_idr,(ppr->l_max_idr-1)*sizeof(double),errmsg); + for (n=0; n<(ppr->l_max_idr-1); n++) + ppt->beta_idr[n] = 1.5; } } + /* If we don't have perturbations, we should free the arrays again if necessary */ + else if (ppt->beta_idr != NULL) { + free(ppt->beta_idr); + } + } - class_read_double("phi_end",ppm->phi_end); - class_read_double("Vparam0",ppm->V0); - class_read_double("Vparam1",ppm->V1); - class_read_double("Vparam2",ppm->V2); - class_read_double("Vparam3",ppm->V3); - class_read_double("Vparam4",ppm->V4); + /** 7.2.3) Dark Matter interacting with baryons */ + /** 7.2.3.a) idm_b coupling stregth */ + if (pba->Omega0_idm > 0 || f_idm > 0) { + class_read_double("cross_idm_b",pth->cross_idm_b); - class_call(parser_read_string(pfc,"ln_aH_ratio",&string1,&flag1,errmsg), + /** 7.2.3.b) idm_b temperature dependence */ + /* Read */ + if (pth->cross_idm_b > 0) { + class_read_int("n_index_idm_b",pth->n_index_idm_b); + + /* Consistency checks */ + class_test(((pth->n_index_idm_b > 4)||(pth->n_index_idm_b < -4)), + errmsg, + "The index for the DM-baryon interaction must be an integer between -4 and 4, you passed n_index_idm_b = %d.", pth->n_index_idm_b); + /* The following formula is taken from Dvorkin et al. (2013) */ + pth->n_coeff_idm_b = (pow(2.,(pth->n_index_idm_b+5.)/2.)*tgamma(3.+pth->n_index_idm_b/2.))/(3.*sqrt(_PI_)); + } + } + + /** 7.2.4) Dark Matter interacting with photons */ + /** 7.2.4.a) idm_g coupling stregth */ + if (pba->Omega0_idm > 0.0 || f_idm > 0){ + /* Read */ + class_call(parser_read_double(pfc,"u_idm_g",¶m1,&flag1,errmsg), errmsg, errmsg); - - class_call(parser_read_string(pfc,"N_star",&string2,&flag2,errmsg), + class_call(parser_read_double(pfc,"cross_idm_g",¶m2,&flag2,errmsg), errmsg, errmsg); - - class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), + class_test((flag1 ==_TRUE_) && (flag2 == _TRUE_), errmsg, - "In input file, you can only enter one of ln_aH_ratio or N_star, the two are not compatible"); + "Only one of two idm_g parameters {u_idm_g, cross_idm_g} can be specified at the same time"); - if (flag1 == _TRUE_) { - if ((strstr(string1,"auto") != NULL) || (strstr(string1,"AUTO") != NULL)) { - ppm->phi_pivot_method = ln_aH_ratio_auto; - } - else { - ppm->phi_pivot_method = ln_aH_ratio; - class_read_double("ln_aH_ratio",ppm->phi_pivot_target); - } + /* Set values */ + if (flag1 == _TRUE_){ + pth->u_idm_g = param1; + pth->cross_idm_g = pth->u_idm_g * _sigma_ * pth->m_idm/1e11 ; } - if (flag2 == _TRUE_) { - ppm->phi_pivot_method = N_star; - class_read_double("N_star",ppm->phi_pivot_target); + pth->cross_idm_g = param2; + pth->u_idm_g = pth->cross_idm_g / _sigma_ * (1e11/pth->m_idm); } - class_call(parser_read_string(pfc,"inflation_behavior",&string1,&flag1,errmsg), - errmsg, - errmsg); - - if (flag1 == _TRUE_) { - if (strstr(string1,"numerical") != NULL) { - ppm->behavior = numerical; - } - else if (strstr(string1,"analytical") != NULL) { - ppm->behavior = analytical; - } - else { - class_stop(errmsg,"Your entry for 'inflation behavior' could not be understood"); - } + /** 7.2.4.b) idm_g temperature dependence */ + if (pth->u_idm_g > 0) { + class_read_double("n_index_idm_g",pth->n_index_idm_g); } } - - else if (ppm->primordial_spec_type == external_Pk) { - class_call(parser_read_string(pfc, "command", &(string1), &(flag1), errmsg), - errmsg, errmsg); - class_test(strlen(string1) == 0, - errmsg, - "You omitted to write a command for the external Pk"); - - ppm->command = (char *) malloc (strlen(string1) + 1); - strcpy(ppm->command, string1); - class_read_double("custom1",ppm->custom1); - class_read_double("custom2",ppm->custom2); - class_read_double("custom3",ppm->custom3); - class_read_double("custom4",ppm->custom4); - class_read_double("custom5",ppm->custom5); - class_read_double("custom6",ppm->custom6); - class_read_double("custom7",ppm->custom7); - class_read_double("custom8",ppm->custom8); - class_read_double("custom9",ppm->custom9); - class_read_double("custom10",ppm->custom10); + /* Checks on budget equation */ + if (has_m_budget == _TRUE_) { + class_test(Omega_m_remaining < pba->Omega0_idm, errmsg, "Too much energy density from massive species. At this point only %e is left for Omega_m, but requested 'Omega_idm = %e'",Omega_m_remaining, pba->Omega0_idm); + Omega_m_remaining -= pba->Omega0_idm; } - /* Tests moved from primordial module: */ - if ((ppm->primordial_spec_type == inflation_V) || (ppm->primordial_spec_type == inflation_H) || (ppm->primordial_spec_type == inflation_V_end)) { - - class_test(ppt->has_scalars == _FALSE_, - errmsg, - "inflationary module cannot work if you do not ask for scalar modes"); - - class_test(ppt->has_vectors == _TRUE_, - errmsg, - "inflationary module cannot work if you ask for vector modes"); - - class_test(ppt->has_tensors == _FALSE_, - errmsg, - "inflationary module cannot work if you do not ask for tensor modes"); - - class_test(ppt->has_bi == _TRUE_ || ppt->has_cdi == _TRUE_ || ppt->has_nid == _TRUE_ || ppt->has_niv == _TRUE_, - errmsg, - "inflationary module cannot work if you ask for isocurvature modes"); + /* We enforce the tight coupling approximation to be first order whenever idm interacts with baryons */ + if (pth->cross_idm_b >0 && (ppr->tight_coupling_approximation != (int)first_order_CLASS)) { + if (ppt->perturbations_verbose > 0) + printf("Warning: Setting the tight_coupling_approximation = first_order_CLASS, since you selected idm-b!\n"); + ppr->tight_coupling_approximation = first_order_CLASS; + } + else if (pth->u_idm_g > 0 && (ppr->tight_coupling_approximation != (int)first_order_CLASS && ppr->tight_coupling_approximation != (int)compromise_CLASS)) { + if (ppt->perturbations_verbose > 0) + printf("Warning: Setting the tight_coupling_approximation = compromise_CLASS, since you selected idm-g!\n"); + ppr->tight_coupling_approximation = compromise_CLASS; } - /** (e) parameters for final spectra */ - - if (ppt->has_cls == _TRUE_) { + /* ** ADDITIONAL SPECIES ** */ - if (ppt->has_scalars == _TRUE_) { - if ((ppt->has_cl_cmb_temperature == _TRUE_) || - (ppt->has_cl_cmb_polarization == _TRUE_) || - (ppt->has_cl_cmb_lensing_potential == _TRUE_)) - class_read_double("l_max_scalars",ppt->l_scalar_max); - if ((ppt->has_cl_lensing_potential == _TRUE_) || (ppt->has_cl_number_count == _TRUE_)) - class_read_double("l_max_lss",ppt->l_lss_max); - } + /** 7.3) Final consistency checks for dark matter species */ - if (ppt->has_vectors == _TRUE_) { - class_read_double("l_max_vectors",ppt->l_vector_max); - } + class_test(fabs(f_cdm + f_idm - 1.) > 1e-10, + errmsg, + "The dark matter species do not add up to the expected value"); - if (ppt->has_tensors == _TRUE_) { - class_read_double("l_max_tensors",ppt->l_tensor_max); - } + /* After all the other possibly non-relativistic species have been determined, we can fianlly compute the CDM density */ + if (has_m_budget == _TRUE_) { + pba->Omega0_cdm = Omega_m_remaining; } - class_call(parser_read_string(pfc, - "lensing", - &(string1), - &(flag1), - errmsg), + /* When the CDM density is determined we can use the previously collected fractions to determine the corresponding densities. First, make sure everything is reasonable*/ + class_test((f_idm > 0.) && (pba->Omega0_cdm == 0.), errmsg, - errmsg); + "If you want a fraction of interacting, to be consistent, you should not set the fraction of CDM to zero"); + class_test(fabs(f_cdm + f_idm - 1.) > ppr->tol_fraction_accuracy, + errmsg, + "The dark matter species do not add up to the expected value"); + if ( f_idm > 0. ) + pba->Omega0_idm = f_idm * pba->Omega0_cdm; + if ( f_cdm < 1. ) + pba->Omega0_cdm = f_cdm * pba->Omega0_cdm; + + /* When the fraction f_idm is about one, Omega0_cdm can + be close to zero, but due to rounding errors it could be slightly + negative; correct for this: */ + if (pba->Omega0_cdm < 0.) + pba->Omega0_cdm = 0.; + + /* avoid Omega0_cdm exactly zero in synchronous gauge */ + if ((ppt->gauge == synchronous) && (pba->Omega0_cdm < ppr->Omega0_cdm_min_synchronous)) { + pba->Omega0_cdm = ppr->Omega0_cdm_min_synchronous; + } - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { + /* At this point all the species should be set, and used for the budget equation below */ - if ((ppt->has_scalars == _TRUE_) && - ((ppt->has_cl_cmb_temperature == _TRUE_) || (ppt->has_cl_cmb_polarization == _TRUE_)) && - (ppt->has_cl_cmb_lensing_potential == _TRUE_)) { - ple->has_lensed_cls = _TRUE_; + /** 8) Dark energy + Omega_0_lambda (cosmological constant), Omega0_fld (dark energy + fluid), Omega0_scf (scalar field), Omega0_smg (scalar modified gravity) */ + /* Read */ + class_call(parser_read_double(pfc,"Omega_Lambda",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"Omega_fld",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"Omega_scf",¶m3,&flag3,errmsg), + errmsg, + errmsg); + // _smg + int flag4; + double param4; + class_call(parser_read_double(pfc,"Omega_smg",¶m4,&flag4,errmsg), + errmsg, + errmsg); + /* Look for Omega_smg_debug if Omega_smg is not specified */ + if (flag4 == _FALSE_){ + class_call(parser_read_double(pfc,"Omega_smg_debug",¶m4,&flag4,errmsg), + errmsg, + errmsg); + if (flag4 == _TRUE_) + pba->Omega_smg_debug = param4; + } + /* Test */ + class_test((flag3 == _TRUE_) && (flag4 == _TRUE_), + errmsg, + "'Omega_scf' or 'Omega_smg' must be zero. It is not possible to have both scalar fields present."); + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_) && ((flag3 == _FALSE_) || (param3 >= 0.)) && (flag4 == _FALSE_), + errmsg, + "'Omega_Lambda' or 'Omega_fld' must be left unspecified, except if 'Omega_scf' is set and < 0."); + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_) && (flag3 == _FALSE_) && ((flag4 == _FALSE_) || (param4 >= 0.)), + errmsg, + "'Omega_Lambda' or 'Omega_fld' must be left unspecified, except if 'Omega_smg' is set and < 0."); + class_test(((flag1 == _FALSE_)||(flag2 == _FALSE_)) && ((flag3 == _TRUE_) && (param3 < 0.)), + errmsg, + "You have entered 'Omega_scf' < 0 , so you have to specify both 'Omega_lambda' and 'Omega_fld'."); + class_test(((flag1 == _FALSE_)||(flag2 == _FALSE_)) && ((flag4 == _TRUE_) && (param4 < 0.)), + errmsg, + "You have entered 'Omega_smg' < 0 , so you have to specify both 'Omega_lambda' and 'Omega_fld'."); + /* Complete set of parameters + Case of (flag3(4) == _FALSE_) || (param3(4) >= 0.) means that either we have not + read Omega_scf(smg) so we are ignoring it (unlike lambda and fld!) OR we have + read it, but it had a positive value and should not be used for filling. + We now proceed in two steps: + 1) set each Omega0 and add to the total for each specified component. + 2) go through the components in order {lambda, fld, scf(smg)} and fill using + first unspecified component. */ + + /* ** BUDGET EQUATION ** -> Add your species here */ + /* Compute Omega_tot */ + Omega_tot = pba->Omega0_g; + Omega_tot += pba->Omega0_b; + Omega_tot += pba->Omega0_ur; + Omega_tot += pba->Omega0_cdm; + Omega_tot += pba->Omega0_idm; + Omega_tot += pba->Omega0_dcdmdr; + Omega_tot += pba->Omega0_idr; + Omega_tot += pba->Omega0_ncdm_tot; + /* Step 1 */ + if (flag1 == _TRUE_){ + pba->Omega0_lambda = param1; + Omega_tot += pba->Omega0_lambda; + } + if (flag2 == _TRUE_){ + pba->Omega0_fld = param2; + Omega_tot += pba->Omega0_fld; + } + if ((flag3 == _TRUE_) && (param3 >= 0.)){ + pba->Omega0_scf = param3; + Omega_tot += pba->Omega0_scf; + } + if ((flag4 == _TRUE_) && (param4 >= 0.)) { + pba->Omega0_smg = param4; + Omega_tot += pba->Omega0_smg; + } + /* Step 2 */ + if (flag1 == _FALSE_) { + /* Fill with Lambda */ + pba->Omega0_lambda= 1. - pba->Omega0_k - Omega_tot; + if (input_verbose > 0){ + printf(" -> matched budget equations by adjusting Omega_Lambda = %g\n",pba->Omega0_lambda); } - else { - class_stop(errmsg,"you asked for lensed CMB Cls, but this requires a minimal number of options: 'modes' should include 's', 'output' should include 'tCl' and/or 'pCL', and also, importantly, 'lCl', the CMB lensing potential spectrum. You forgot one of those in your input."); + } + else if (flag2 == _FALSE_) { + /* Fill up with fluid */ + pba->Omega0_fld = 1. - pba->Omega0_k - Omega_tot; + if (input_verbose > 0){ + printf(" -> matched budget equations by adjusting Omega_fld = %g\n",pba->Omega0_fld); } } - - if ((ppt->has_scalars == _TRUE_) && - (ppt->has_cl_cmb_lensing_potential == _TRUE_)) { - - class_read_double("lcmb_rescale",ptr->lcmb_rescale); - class_read_double("lcmb_tilt",ptr->lcmb_tilt); - class_read_double("lcmb_pivot",ptr->lcmb_pivot); - + else if ((flag3 == _TRUE_) && (param3 < 0.)){ + /* Fill up with scalar field */ + pba->Omega0_scf = 1. - pba->Omega0_k - Omega_tot; + if (input_verbose > 0){ + printf(" -> matched budget equations by adjusting Omega_scf = %g\n",pba->Omega0_scf); + } + } + else if ((flag4 == _TRUE_) && (param4 < 0.)){ + // Fill up with scalar field + pba->Omega0_smg = 1. - pba->Omega0_k - Omega_tot; + if (input_verbose > 0) printf(" -> budget equations require Omega_smg = %e\n",pba->Omega0_smg); } - if ((ppt->has_pk_matter == _TRUE_) || (ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_)) { + /* ** END OF BUDGET EQUATION ** */ - class_call(parser_read_double(pfc,"P_k_max_h/Mpc",¶m1,&flag1,errmsg), - errmsg, - errmsg); - class_call(parser_read_double(pfc,"P_k_max_1/Mpc",¶m2,&flag2,errmsg), + /** 8.a) If Omega fluid is different from 0 */ + if (pba->Omega0_fld != 0.) { + /** 8.a.1) PPF approximation */ + /* Read */ + class_call(parser_read_string(pfc,"use_ppf",&string1,&flag1,errmsg), errmsg, errmsg); - class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), - errmsg, - "In input file, you cannot enter both P_k_max_h/Mpc and P_k_max_1/Mpc, choose one"); - if (flag1 == _TRUE_) { - ppt->k_max_for_pk=param1*pba->h; - } - if (flag2 == _TRUE_) { - ppt->k_max_for_pk=param2; - } - - class_call(parser_read_list_of_doubles(pfc, - "z_pk", - &(int1), - &(pointer1), - &flag1, - errmsg), - errmsg, - errmsg); - - if (flag1 == _TRUE_) { - class_test(int1 > _Z_PK_NUM_MAX_, - errmsg, - "you want to write some output for %d different values of z, hence you should increase _Z_PK_NUM_MAX_ in include/output.h to at least this number", - int1); - pop->z_pk_num = int1; - for (i=0; iz_pk[i] = pointer1[i]; + if (flag1 == _TRUE_){ + if (string_begins_with(string1,'y') || string_begins_with(string1,'Y')){ + pba->use_ppf = _TRUE_; + class_read_double("c_gamma_over_c_fld",pba->c_gamma_over_c_fld); + } + else { + pba->use_ppf = _FALSE_; } - free(pointer1); } - } - /* deal with selection functions */ - if ((ppt->has_cl_number_count == _TRUE_) || (ppt->has_cl_lensing_potential == _TRUE_)) { - - class_call(parser_read_string(pfc, - "selection", - &(string1), - &(flag1), - errmsg), + /** 8.a.2) Equation of state */ + /* Read */ + class_call(parser_read_string(pfc,"fluid_equation_of_state",&string1,&flag1,errmsg), errmsg, errmsg); - + /* Complete set of parameters */ if (flag1 == _TRUE_) { - if (strstr(string1,"gaussian") != NULL) { - ppt->selection=gaussian; - } - else if (strstr(string1,"tophat") != NULL) { - ppt->selection=tophat; + if ((strstr(string1,"CLP") != NULL) || (strstr(string1,"clp") != NULL)) { + pba->fluid_equation_of_state = CLP; } - else if (strstr(string1,"dirac") != NULL) { - ppt->selection=dirac; + else if ((strstr(string1,"EDE") != NULL) || (strstr(string1,"ede") != NULL)) { + pba->fluid_equation_of_state = EDE; } else { - class_stop(errmsg,"In selection function input: type %s is unclear",string1); + class_stop(errmsg,"incomprehensible input '%s' for the field 'fluid_equation_of_state'",string1); } } + if (pba->fluid_equation_of_state == CLP) { + /** 8.a.2.2) Equation of state of the fluid in 'CLP' case */ + /* Read */ + class_read_double("w0_fld",pba->w0_fld); + class_read_double("wa_fld",pba->wa_fld); + class_read_double("cs2_fld",pba->cs2_fld); + } + if (pba->fluid_equation_of_state == EDE) { + /** 8.a.2.3) Equation of state of the fluid in 'EDE' case */ + /* Read */ + class_read_double("w0_fld",pba->w0_fld); + class_read_double("Omega_EDE",pba->Omega_EDE); + class_read_double("cs2_fld",pba->cs2_fld); + } + } + + /** 8.b) If Omega scalar field (SCF) is different from 0 */ + if (pba->Omega0_scf != 0.){ + + /** 8.b.1) Additional SCF parameters */ + /* Read */ class_call(parser_read_list_of_doubles(pfc, - "selection_mean", - &(int1), - &(pointer1), + "scf_parameters", + &(pba->scf_parameters_size), + &(pba->scf_parameters), &flag1, errmsg), + errmsg,errmsg); + + /** 8.b.2) SCF initial conditions from attractor solution */ + /* Read */ + class_call(parser_read_string(pfc, + "attractor_ic_scf", + &string1, + &flag1, + errmsg), errmsg, errmsg); - - if ((flag1 == _TRUE_) && (int1>0)) { - - class_test(int1 > _SELECTION_NUM_MAX_, - errmsg, - "you want to compute density Cl's for %d different bins, hence you should increase _SELECTION_NUM_MAX_ in include/transfer.h to at least this number", - int1); - - ppt->selection_num = int1; - for (i=0; i 1000.), - errmsg, - "input of selection functions: you asked for a mean redshift equal to %e, sounds odd", - pointer1[i]); - ppt->selection_mean[i] = pointer1[i]; + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if (string_begins_with(string1,'y') || string_begins_with(string1,'Y')){ + pba->attractor_ic_scf = _TRUE_; } - free(pointer1); - /* first set all widths to default; correct eventually later */ - for (i=1; iselection_mean[i]<=ppt->selection_mean[i-1], + else { + pba->attractor_ic_scf = _FALSE_; + /* Test */ + class_test(pba->scf_parameters_size<2, errmsg, - "input of selection functions: the list of mean redshifts must be passed in growing order; you entered %e before %e",ppt->selection_mean[i-1],ppt->selection_mean[i]); - ppt->selection_width[i] = ppt->selection_width[0]; - ptr->selection_bias[i] = ptr->selection_bias[0]; - ptr->selection_magnification_bias[i] = ptr->selection_magnification_bias[0]; + "Since you are not using attractor initial conditions, you must specify phi and its derivative phi' as the last two entries in scf_parameters. See explanatory.ini for more details."); + pba->phi_ini_scf = pba->scf_parameters[pba->scf_parameters_size-2]; + pba->phi_prime_ini_scf = pba->scf_parameters[pba->scf_parameters_size-1]; } + } - class_call(parser_read_list_of_doubles(pfc, - "selection_width", - &(int1), - &(pointer1), - &flag1, - errmsg), - errmsg, - errmsg); - - if ((flag1 == _TRUE_) && (int1>0)) { + /** 8.b.3) SCF tuning parameter */ + /* Read */ + class_read_int("scf_tuning_index",pba->scf_tuning_index); + /* Test */ + class_test(pba->scf_tuning_index >= pba->scf_parameters_size, + errmsg, + "Tuning index 'scf_tuning_index' (%d) is larger than the number of entries (%d) in 'scf_parameters'.", + pba->scf_tuning_index,pba->scf_parameters_size); - if (int1==1) { - for (i=0; iselection_num; i++) { - ppt->selection_width[i] = pointer1[0]; - } - } - else if (int1==ppt->selection_num) { - for (i=0; iselection_width[i] = pointer1[i]; - } - } - else { - class_stop(errmsg, - "In input for selection function, you asked for %d bin centers and %d bin widths; number of bins unclear; you should pass either one bin width (common to all bins) or %d bin widths", - ppt->selection_num,int1,ppt->selection_num); - } - free(pointer1); - } + /** 8.b.4) Shooting parameter */ + /* Read */ + class_read_double("scf_shooting_parameter",pba->scf_parameters[pba->scf_tuning_index]); + /* Complete set of parameters */ + scf_lambda = pba->scf_parameters[0]; + if ((fabs(scf_lambda) < 3.)&&(pba->background_verbose>1)){ + printf("'scf_lambda' = %e < 3 won't be tracking (for exp quint) unless overwritten by tuning function.",scf_lambda); + } + } - class_call(parser_read_list_of_doubles(pfc, - "selection_bias", - &(int1), - &(pointer1), - &flag1, - errmsg), - errmsg, - errmsg); + /** 8.c) If Omega scalar modified gravity (SMG) is different from 0 */ + if (pba->Omega0_smg != 0.) { + class_call( + input_read_parameters_smg(pfc, ppr, pba, ppt, errmsg), + errmsg, + errmsg + ); + }; - if ((flag1 == _TRUE_) && (int1>0)) { + return _SUCCESS_; - if (int1==1) { - for (i=0; iselection_num; i++) { - ptr->selection_bias[i] = pointer1[0]; - } - } - else if (int1==ppt->selection_num) { - for (i=0; iselection_bias[i] = pointer1[i]; - } - } - else { - class_stop(errmsg, - "In input for selection function, you asked for %d bin centers and %d bin biases; number of bins unclear; you should pass either one bin bias (common to all bins) or %d bin biases", - ppt->selection_num,int1,ppt->selection_num); - } - free(pointer1); - } +} - class_call(parser_read_list_of_doubles(pfc, - "selection_magnification_bias", - &(int1), - &(pointer1), - &flag1, - errmsg), - errmsg, - errmsg); - if ((flag1 == _TRUE_) && (int1>0)) { +/** + * Read the parameters of injection structure + * (These are all exotic processes of energy injection) + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param pth Input: pointer to thermodynamics structure + * @param errmsg Input: Error message + * @return the error status + */ - if (int1==1) { - for (i=0; iselection_num; i++) { - ptr->selection_magnification_bias[i] = pointer1[0]; - } - } - else if (int1==ppt->selection_num) { - for (i=0; iselection_magnification_bias[i] = pointer1[i]; - } - } - else { - class_stop(errmsg, - "In input for selection function, you asked for %d bin centers and %d bin biases; number of bins unclear; you should pass either one bin bias (common to all bins) or %d bin biases", - ppt->selection_num,int1,ppt->selection_num); - } - free(pointer1); - } +int input_read_parameters_injection(struct file_content * pfc, + struct precision * ppr, + struct thermodynamics * pth, + ErrorMsg errmsg){ - } + /** Summary: */ - if (ppt->selection_num>1) { - class_read_int("non_diagonal",psp->non_diag); - if ((psp->non_diag<0) || (psp->non_diag>=ppt->selection_num)) - class_stop(errmsg, - "Input for non_diagonal is %d, while it is expected to be between 0 and %d\n", - psp->non_diag,ppt->selection_num-1); - } + /** - Define local variables */ + struct injection* pin = &(pth->in); + int flag1; + char string1[_ARGUMENT_LENGTH_MAX_]; + string1[0]='\0'; + + /** 1) DM annihilation */ + /** 1.a) Annihilation efficiency */ + /* Read */ + class_read_double("DM_annihilation_efficiency",pin->DM_annihilation_efficiency); + class_read_double("DM_annihilation_cross_section",pin->DM_annihilation_cross_section); + class_read_double("DM_annihilation_mass",pin->DM_annihilation_mass); + class_read_double("DM_annihilation_fraction",pin->DM_annihilation_fraction); + + /* Test consistency of this input */ + class_test(pin->DM_annihilation_efficiency<0, + errmsg, + "annihilation efficiency cannot be negative"); + class_test(pin->DM_annihilation_efficiency>1.e-4, + errmsg, + "annihilation parameter suspiciously large (%e, while typical bounds are in the range of 1e-7 to 1e-6)",pin->DM_annihilation_efficiency); + class_test(pin->DM_annihilation_mass<0. || pin->DM_annihilation_cross_section <0, + errmsg, + "Both mass and cross section for your dark matter particle must be positive."); + class_test(pin->DM_annihilation_mass ==0 && pin->DM_annihilation_cross_section >0, + errmsg, + "you have annihilation_cross_section > 0 but DM_mass = 0. That is weird, please check your param file and set 'DM_mass' [GeV] to a non-zero value.\n"); + class_test((pin->DM_annihilation_cross_section !=0 || pin->DM_annihilation_mass !=0 || pin->DM_annihilation_fraction !=0) && pin->DM_annihilation_efficiency != 0, + errmsg, + "You can only enter one of {'DM_annihilation_cross_section', 'DM_annihilation_mass', 'DM_annihilation_fraction'} or 'annihilation_efficiency'."); + if ((pin->DM_annihilation_efficiency >0) && (pth->reio_parametrization == reio_none) && (ppr->recfast_Heswitch >= 3) && (pth->recombination==recfast) && (pth->thermodynamics_verbose > 0)) { + printf("Warning: if you have DM annihilation and you use recfast with option recfast_Heswitch >= 3, then the expression for CfHe_t and dy[1] becomes undefined at late times, producing nan's. This is however masked by reionization if you are not in reio_none mode."); + } - class_call(parser_read_string(pfc, - "dNdz_selection", - &(string1), - &(flag1), - errmsg), - errmsg, - errmsg); + /* Complete set of parameters */ + if (pin->DM_annihilation_mass > 0 && pin->DM_annihilation_cross_section > 0.){ + pin->DM_annihilation_efficiency = pin->DM_annihilation_cross_section*1.e-6/(pin->DM_annihilation_mass*_eV_*1.e9)*pow(pin->DM_annihilation_fraction,2); + } - if ((flag1 == _TRUE_)) { - if ((strstr(string1,"analytic") != NULL)) - ptr->has_nz_analytic = _TRUE_; - else{ - ptr->has_nz_file = _TRUE_; - class_read_string("dNdz_selection",ptr->nz_file_name); - } - } + if (pin->DM_annihilation_efficiency > 0){ + pth->has_exotic_injection = _TRUE_; + } - class_call(parser_read_string(pfc, - "dNdz_evolution", - &(string1), - &(flag1), - errmsg), + if (pin->DM_annihilation_efficiency > 0.) { + /** 1.a.1) Model energy fraction absorbed by the gas as a function of redhsift */ + /* Read */ + class_read_double("DM_annihilation_variation",pin->DM_annihilation_variation); + class_read_double("DM_annihilation_z",pin->DM_annihilation_z); + class_read_double("DM_annihilation_zmax",pin->DM_annihilation_zmax); + class_read_double("DM_annihilation_zmin",pin->DM_annihilation_zmin); + class_read_double("DM_annihilation_f_halo",pin->DM_annihilation_f_halo); + class_read_double("DM_annihilation_z_halo",pin->DM_annihilation_z_halo); + /* Test */ + class_test(pin->DM_annihilation_variation>0, errmsg, - errmsg); - - if ((flag1 == _TRUE_)) { - if ((strstr(string1,"analytic") != NULL)) - ptr->has_nz_evo_analytic = _TRUE_; - else{ - ptr->has_nz_evo_file = _TRUE_; - class_read_string("dNdz_evolution",ptr->nz_evo_file_name); - } - } - - flag1 = _FALSE_; - class_call(parser_read_double(pfc,"bias",¶m1,&flag1,errmsg), + "annihilation variation parameter must be negative (decreasing annihilation rate)"); + class_test(pin->DM_annihilation_z<0, errmsg, - errmsg); - class_test(flag1 == _TRUE_, + "characteristic annihilation redshift cannot be negative"); + class_test(pin->DM_annihilation_zmin<0, errmsg, - "the input parameter 'bias' is obsolete, because you can now pass an independent light-to-mass bias for each bin/selection function. The new input name is 'selection_bias'. It can be set to a single number (common bias for all bins) or as many numbers as the number of bins"); - - flag1 = _FALSE_; - class_call(parser_read_double(pfc,"s_bias",¶m1,&flag1,errmsg), + "characteristic annihilation redshift cannot be negative"); + class_test(pin->DM_annihilation_zmax<0, errmsg, - errmsg); - class_test(flag1 == _TRUE_, + "characteristic annihilation redshift cannot be negative"); + class_test(pin->DM_annihilation_f_halo<0, errmsg, - "the input parameter 's_bias' is obsolete, because you can now pass an independent magnitude bias for each bin/selection function. The new input name is 'selection_magnitude_bias'. It can be set to a single number (common magnitude bias for all bins) or as many numbers as the number of bins"); - + "Parameter for DM annihilation in halos cannot be negative"); + class_test(pin->DM_annihilation_z_halo<0, + errmsg, + "Parameter for DM annihilation in halos cannot be negative"); } - /* end of selection function section */ - /* deal with z_max issues */ - if ((ppt->has_pk_matter == _TRUE_) || (ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_) || (ppt->has_cl_number_count == _TRUE_) || (ppt->has_cl_lensing_potential == _TRUE_)) { + /** 2) DM decay */ + /** 2.a) Fraction */ + /* Read */ + class_read_double("DM_decay_fraction",pin->DM_decay_fraction); + if (pin->DM_decay_fraction!=0){ + pth->has_exotic_injection = _TRUE_; + } + /* Test */ + class_test(pin->DM_decay_fraction<0, + errmsg, + "You need to enter a positive fraction of decaying DM. Please adjust your param file."); - class_call(parser_read_double(pfc,"z_max_pk",¶m1,&flag1,errmsg), - errmsg, - errmsg); + /** 2.b) Decay width */ + /* Read */ + class_read_double("DM_decay_Gamma",pin->DM_decay_Gamma); - if (flag1==_TRUE_) { - ppt->z_max_pk = param1; - } - else { - ppt->z_max_pk = 0.; - if ((ppt->has_pk_matter == _TRUE_) || (ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_)) { - for (i=0; iz_pk_num; i++) { - ppt->z_max_pk = MAX(ppt->z_max_pk,pop->z_pk[i]); - } - } + /** 3) PBH evaporation */ + /** 3.a) Fraction */ + /* Read */ + class_read_double("PBH_evaporation_fraction",pin->PBH_evaporation_fraction); + if (pin->PBH_evaporation_fraction!=0){ + pth->has_exotic_injection = _TRUE_; + } + /* Test */ + class_test(pin->PBH_evaporation_fraction <0., + errmsg, + "You need to enter a positive fraction of evaporating PBH. Please adjust your param file."); - if ((ppt->has_cl_number_count == _TRUE_) || (ppt->has_cl_lensing_potential == _TRUE_)) { + /** 3.b) Mass */ + /* Read */ + class_read_double("PBH_evaporation_mass",pin->PBH_evaporation_mass); + /* Test */ + class_test(pin->PBH_evaporation_mass<0., + errmsg, + "You need to enter a positive mass for your PBH."); + class_test(pin->PBH_evaporation_mass>0. && pin->PBH_evaporation_fraction == 0, + errmsg, + "You have 'PBH_evaporation_mass > 0.' but 'PBH_evaporation_fraction = 0'. Please adjust your param file."); + class_test(pin->PBH_evaporation_fraction>0. && pin->PBH_evaporation_mass == 0., + errmsg, + "You have asked for a fraction of PBH being DM but you have zero mass. Please adjust your param file."); - for (bin=0; binselection_num; bin++) { - /* the few lines below should be consistent with their counterpart in transfer.c, in transfer_selection_times() */ - if (ppt->selection==gaussian) { - z_max = ppt->selection_mean[bin]+ppt->selection_width[bin]*ppr->selection_cut_at_sigma; - } - if (ppt->selection==tophat) { - z_max = ppt->selection_mean[bin]+(1.+ppr->selection_cut_at_sigma*ppr->selection_tophat_edge)*ppt->selection_width[bin]; - } - if (ppt->selection==dirac) { - z_max = ppt->selection_mean[bin]; - } - ppt->z_max_pk = MAX(ppt->z_max_pk,z_max); - } - } - } - psp->z_max_pk = ppt->z_max_pk; + /** 4) PBH matter accretion */ + /** 4.a) Fraction */ + /* Read */ + class_read_double("PBH_accretion_fraction",pin->PBH_accretion_fraction); + if (pin->PBH_accretion_fraction!=0){ + pth->has_exotic_injection = _TRUE_; } - /* end of z_max section */ + /* Test */ + class_test(pin->PBH_accretion_fraction < 0., + errmsg, + "You need to enter a positive fraction of accreting PBH. Please adjust your param file."); - class_call(parser_read_string(pfc,"root",&string1,&flag1,errmsg), + /** 4.b) Mass */ + /* Read */ + class_read_double("PBH_accretion_mass",pin->PBH_accretion_mass); + /* Test */ + class_test(pin->PBH_accretion_mass<0., errmsg, - errmsg); - if (flag1 == _TRUE_){ - class_test(strlen(string1)>_FILENAMESIZE_-32,errmsg,"Root directory name is too long. Please install in other directory, or increase _FILENAMESIZE_ in common.h"); - strcpy(pop->root,string1); - } - class_call(parser_read_string(pfc, - "headers", - &(string1), - &(flag1), - errmsg), + "You need to enter a positive mass for your PBH."); + class_test(pin->PBH_accretion_mass>0. && pin->PBH_accretion_fraction == 0, errmsg, - errmsg); - - if ((flag1 == _TRUE_) && ((strstr(string1,"y") == NULL) && (strstr(string1,"Y") == NULL))) { - pop->write_header = _FALSE_; - } + "You have 'PBH_accretion_mass > 0.' but 'PBH_accretion_fraction = 0'. Please adjust your param file."); + class_test(pin->PBH_accretion_fraction>0. && pin->PBH_accretion_mass == 0., + errmsg, + "You have asked for a fraction of PBH being DM but you have zero mass. Please adjust your param file."); - class_call(parser_read_string(pfc,"format",&string1,&flag1,errmsg), + /** 4.c) Recipe */ + /* Read */ + class_call(parser_read_string(pfc,"PBH_accretion_recipe",&string1,&flag1,errmsg), errmsg, errmsg); - - if (flag1 == _TRUE_) { - - if ((strstr(string1,"class") != NULL) || (strstr(string1,"CLASS") != NULL)) - pop->output_format = class_format; - else { - if ((strstr(string1,"camb") != NULL) || (strstr(string1,"CAMB") != NULL)) - pop->output_format = camb_format; - else - class_stop(errmsg, - "You wrote: format=%s. Could not identify any of the possible formats ('class', 'CLASS', 'camb', 'CAMB')",string1); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if (strcmp(string1,"spherical_accretion") == 0) { + pin->PBH_accretion_recipe=spherical_accretion; + } + else if (strcmp(string1,"disk_accretion") == 0) { + pin->PBH_accretion_recipe=disk_accretion; + } + else{ + class_stop(errmsg, + "You specified 'PBH_accretion_recipe' as '%s'. It has to be one of {'spherical_accretion','disk_accretion'}.",string1); } } - /** (f) parameter related to the non-linear spectra computation */ - - class_call(parser_read_string(pfc, - "non linear", - &(string1), - &(flag1), - errmsg), - errmsg, - errmsg); + /** 4.c.1) Additional parameters specific for spherical accretion */ + if (pin->PBH_accretion_recipe == spherical_accretion){ + /* Read */ + class_read_double("PBH_accretion_relative_velocities",pin->PBH_accretion_relative_velocities); + } - if (flag1 == _TRUE_) { + /** 4.c.2) Additional parameters specific for disk accretion */ + if (pin->PBH_accretion_recipe == disk_accretion){ + /* Read */ + class_read_double("PBH_accretion_ADAF_delta",pin->PBH_accretion_ADAF_delta); + class_read_double("PBH_accretion_eigenvalue",pin->PBH_accretion_eigenvalue); + /* Test */ + class_test(pin->PBH_accretion_ADAF_delta != 1e-3 && pin->PBH_accretion_ADAF_delta != 0.5 && pin->PBH_accretion_ADAF_delta != 0.1, + errmsg, + "The parameter 'pth->PBH_ADAF_delta' can currently only be set to 1e-3, 0.1 or 0.5."); + } - class_test(ppt->has_perturbations == _FALSE_, errmsg, "You requested non linear computation but no linear computation. You must set output to tCl or similar."); - if ((strstr(string1,"halofit") != NULL) || (strstr(string1,"Halofit") != NULL) || (strstr(string1,"HALOFIT") != NULL)) { - pnl->method=nl_halofit; - ppt->has_nl_corrections_based_on_delta_m = _TRUE_; + /** 5) Injection efficiency */ + /* Read */ + class_call(parser_read_string(pfc,"f_eff_type",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if (strcmp(string1,"on_the_spot") == 0){ + pin->f_eff_type = f_eff_on_the_spot; + class_read_double("f_eff",pin->f_eff); + } + else if (strcmp(string1,"from_file") == 0){ + pin->f_eff_type = f_eff_from_file; + /* Read */ + class_call(parser_read_string(pfc,"f_eff_file",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Test */ + class_test(flag1 == _FALSE_, + errmsg, + "for the option 'from_file' for 'f_eff_type' the option 'f_eff_file' is required."); + /* Complete set of parameters */ + strcpy(pin->f_eff_file, string1); + } + else{ + class_stop(errmsg, + "You specified 'f_eff_type' as '%s'. It has to be one of {'on_the_spot','from_file'}.",string1); } - } - /** (g) amount of information sent to standard output (none if all set to zero) */ + /** 6) deposition function */ + /* Read */ + class_call(parser_read_string(pfc,"chi_type",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if (strcmp(string1,"CK_2004") == 0){ + pin->chi_type = chi_CK; + } + else if (strcmp(string1,"PF_2005") == 0){ + pin->chi_type = chi_PF; + } + else if (strcmp(string1,"Galli_2013_file") == 0){ + pin->chi_type = chi_Galli_file; + } + else if (strcmp(string1,"Galli_2013_analytic") == 0){ + pin->chi_type = chi_Galli_analytic; + } + else if (strcmp(string1,"heat") == 0){ + pin->chi_type = chi_full_heating; + } + else if (strcmp(string1,"from_x_file") == 0){ + pin->chi_type = chi_from_x_file; + } + else if (strcmp(string1,"from_z_file") == 0){ + pin->chi_type = chi_from_z_file; + } + else{ + class_stop(errmsg, + "You specified 'chi_type' as '%s'. It has to be one of {'CK_2004','PF_2005','Galli_2013_file','Galli_2013_analytic','heat','from_x_file','from_z_file'}.",string1); + } + } - class_read_int("background_verbose", - pba->background_verbose); + if (pin->chi_type == chi_from_x_file || pin->chi_type == chi_from_z_file){ + /** 6.a) External file */ + /* Read */ + class_call(parser_read_string(pfc,"chi_file",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Test */ + class_test(flag1 == _FALSE_, + errmsg, + "for the option 'from_x_file' or 'from_z_file' for 'chi_type' the option 'chi_file' is required."); + /* Complete set of parameters */ + strcpy(pin->chi_z_file, string1); + strcpy(pin->chi_x_file, string1); + } - class_read_int("thermodynamics_verbose", - pth->thermodynamics_verbose); + return _SUCCESS_; - class_read_int("perturbations_verbose", - ppt->perturbations_verbose); +} - class_read_int("transfer_verbose", - ptr->transfer_verbose); - class_read_int("primordial_verbose", - ppm->primordial_verbose); +/** + * Read the parameters of fourier structure. + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbations structure + * @param pfo Input: pointer to fourier structure + * @param input_verbose Input: verbosity of input + * @param errmsg Input: Error message + * @return the error status + */ - class_read_int("spectra_verbose", - psp->spectra_verbose); +int input_read_parameters_nonlinear(struct file_content * pfc, + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + struct fourier * pfo, + int input_verbose, + ErrorMsg errmsg){ + + /** Define local variables */ + int flag1,flag2,flag3; + double param1,param2,param3; + char string1[_ARGUMENT_LENGTH_MAX_]; - class_read_int("nonlinear_verbose", - pnl->nonlinear_verbose); + /** 1) Non-linearity */ + /* Read */ + class_call(parser_read_string(pfc,"non_linear",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Compatibility code BEGIN */ + if (flag1 == _FALSE_){ + class_call(parser_read_string(pfc,"non linear",&string1,&flag1,errmsg), + errmsg, + errmsg); + } + /* Compatibility code END */ - class_read_int("lensing_verbose", - ple->lensing_verbose); + if (flag1 == _TRUE_) { + /* Test */ + class_test(ppt->has_perturbations == _FALSE_, + errmsg, + "You requested non-linear computation but no perturbations. You must set the 'output' field."); + /* Complete set of parameters */ + if ((strstr(string1,"halofit") != NULL) || (strstr(string1,"Halofit") != NULL) || (strstr(string1,"HALOFIT") != NULL)) { + pfo->method=nl_halofit; + ppt->has_nl_corrections_based_on_delta_m = _TRUE_; - class_read_int("output_verbose", - pop->output_verbose); + /* Compatibility code BEGIN */ + class_call(parser_read_double(pfc,"halofit_min_k_max",¶m1,&flag1,errmsg), + errmsg, + errmsg); + if (flag1 == _TRUE_) { + ppr->nonlinear_min_k_max = MAX(ppr->nonlinear_min_k_max,param1); + } + /* Compatibility code END */ + } + else if ((strstr(string1,"hmcode") != NULL) || (strstr(string1,"HMCODE") != NULL) || (strstr(string1,"HMcode") != NULL) || (strstr(string1,"Hmcode") != NULL)) { + pfo->method=nl_HMcode; - /** (h) all precision parameters */ + /* Compatibility code BEGIN */ + class_call(parser_read_double(pfc,"hmcode_min_k_max",¶m1,&flag1,errmsg), + errmsg, + errmsg); + if (flag1 == _TRUE_) { + ppr->nonlinear_min_k_max = MAX(ppr->nonlinear_min_k_max,param1); + } + /* Compatibility code END */ - /** - (h.1.) parameters related to the background */ + ppt->has_nl_corrections_based_on_delta_m = _TRUE_; + class_read_int("extrapolation_method",pfo->extrapolation_method); - class_read_double("a_ini_over_a_today_default",ppr->a_ini_over_a_today_default); - class_read_double("back_integration_stepsize",ppr->back_integration_stepsize); - class_read_double("tol_background_integration",ppr->tol_background_integration); - class_read_double("tol_initial_Omega_r",ppr->tol_initial_Omega_r); - class_read_double("tol_ncdm_initial_w",ppr->tol_ncdm_initial_w); - class_read_double("safe_phi_scf",ppr->safe_phi_scf); - class_read_double("safe_phi_scf",ppr->safe_phi_scf); - class_read_double("tol_tau_eq",ppr->tol_tau_eq); + class_call(parser_read_string(pfc, + "feedback model", + &(string1), + &(flag1), + errmsg), + errmsg, + errmsg); - /** - (h.2.) parameters related to the thermodynamics */ + if (flag1 == _TRUE_) { - class_read_string("sBBN file",ppr->sBBN_file); + if (strstr(string1,"emu_dmonly") != NULL) { + pfo->feedback = nl_emu_dmonly; + } + if (strstr(string1,"owls_dmonly") != NULL) { + pfo->feedback = nl_owls_dmonly; + } + if (strstr(string1,"owls_ref") != NULL) { + pfo->feedback = nl_owls_ref; + } + if (strstr(string1,"owls_agn") != NULL) { + pfo->feedback = nl_owls_agn; + } + if (strstr(string1,"owls_dblim") != NULL) { + pfo->feedback = nl_owls_dblim; + } + } - class_read_double("recfast_z_initial",ppr->recfast_z_initial); + class_call(parser_read_double(pfc,"eta_0",¶m2,&flag2,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"c_min",¶m3,&flag3,errmsg), + errmsg, + errmsg); - class_read_int("recfast_Nz0",ppr->recfast_Nz0); - class_read_double("tol_thermo_integration",ppr->tol_thermo_integration); + class_test(((flag1 == _TRUE_) && ((flag2 == _TRUE_) || (flag3 == _TRUE_))), + errmsg, + "In input file, you cannot enter both a baryonic feedback model and a choice of baryonic feedback parameters, choose one of both methods"); - class_read_int("recfast_Heswitch",ppr->recfast_Heswitch); - class_read_double("recfast_fudge_He",ppr->recfast_fudge_He); + if ((flag2 == _TRUE_) && (flag3 == _TRUE_)) { + pfo->feedback = nl_user_defined; + class_read_double("eta_0", pfo->eta_0); + class_read_double("c_min", pfo->c_min); + } + else if ((flag2 == _TRUE_) && (flag3 == _FALSE_)) { + pfo->feedback = nl_user_defined; + class_read_double("eta_0", pfo->eta_0); + pfo->c_min = (0.98 - pfo->eta_0)/0.12; + } + else if ((flag2 == _FALSE_) && (flag3 == _TRUE_)) { + pfo->feedback = nl_user_defined; + class_read_double("c_min", pfo->c_min); + pfo->eta_0 = 0.98 - 0.12*pfo->c_min; + } - class_read_int("recfast_Hswitch",ppr->recfast_Hswitch); - class_read_double("recfast_fudge_H",ppr->recfast_fudge_H); - if (ppr->recfast_Hswitch == _TRUE_) { - class_read_double("recfast_delta_fudge_H",ppr->recfast_delta_fudge_H); - class_read_double("recfast_AGauss1",ppr->recfast_AGauss1); - class_read_double("recfast_AGauss2",ppr->recfast_AGauss2); - class_read_double("recfast_zGauss1",ppr->recfast_zGauss1); - class_read_double("recfast_zGauss2",ppr->recfast_zGauss2); - class_read_double("recfast_wGauss1",ppr->recfast_wGauss1); - class_read_double("recfast_wGauss2",ppr->recfast_wGauss2); + class_read_double("z_infinity", pfo->z_infinity); + } + else if (strstr(string1,"no")!=NULL){ + pfo->method=nl_none; + ppt->has_nl_corrections_based_on_delta_m = _FALSE_; + } + else { + class_stop(errmsg, + "You specified 'non_linear' = '%s'. It has to be one of {'halofit','hmcode','none'}.",string1); + } } - class_read_double("recfast_z_He_1",ppr->recfast_z_He_1); - class_read_double("recfast_delta_z_He_1",ppr->recfast_delta_z_He_1); - class_read_double("recfast_z_He_2",ppr->recfast_z_He_2); - class_read_double("recfast_delta_z_He_2",ppr->recfast_delta_z_He_2); - class_read_double("recfast_z_He_3",ppr->recfast_z_He_3); - class_read_double("recfast_delta_z_He_3",ppr->recfast_delta_z_He_3); - class_read_double("recfast_x_He0_trigger",ppr->recfast_x_He0_trigger); - class_read_double("recfast_x_He0_trigger2",ppr->recfast_x_He0_trigger2); - class_read_double("recfast_x_He0_trigger_delta",ppr->recfast_x_He0_trigger_delta); - class_read_double("recfast_x_H0_trigger",ppr->recfast_x_H0_trigger); - class_read_double("recfast_x_H0_trigger2",ppr->recfast_x_H0_trigger2); - class_read_double("recfast_x_H0_trigger_delta",ppr->recfast_x_H0_trigger_delta); - class_read_double("recfast_H_frac",ppr->recfast_H_frac); - - class_read_string("Alpha_inf hyrec file",ppr->hyrec_Alpha_inf_file); - class_read_string("R_inf hyrec file",ppr->hyrec_R_inf_file); - class_read_string("two_photon_tables hyrec file",ppr->hyrec_two_photon_tables_file); + /** - special steps if we want Halofit with wa_fld non-zero: + so-called "Pk_equal method" of 0810.0190 and 1601.07230 */ - class_read_double("reionization_z_start_max",ppr->reionization_z_start_max); - class_read_double("reionization_sampling",ppr->reionization_sampling); - class_read_double("reionization_optical_depth_tol",ppr->reionization_optical_depth_tol); - class_read_double("reionization_start_factor",ppr->reionization_start_factor); + if (pfo->method == nl_halofit) { - class_read_int("thermo_rate_smoothing_radius",ppr->thermo_rate_smoothing_radius); - - /** - (h.3.) parameters related to the perturbations */ - - class_read_int("evolver",ppr->evolver); - - class_read_double("k_scalar_min_tau0",ppr->k_min_tau0); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_scalar_max_tau0_over_l_max",ppr->k_max_tau0_over_l_max); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_scalar_step_sub",ppr->k_step_sub); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_scalar_step_super",ppr->k_step_super); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_scalar_step_transition",ppr->k_step_transition); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_scalar_k_per_decade_for_pk",ppr->k_per_decade_for_pk); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_scalar_k_per_decade_for_bao",ppr->k_per_decade_for_bao); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_scalar_bao_center",ppr->k_bao_center); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_scalar_bao_width",ppr->k_bao_width); // obsolete precision parameter: read for compatibility with old precision files - - class_read_double("k_min_tau0",ppr->k_min_tau0); - class_read_double("k_max_tau0_over_l_max",ppr->k_max_tau0_over_l_max); - class_read_double("k_step_sub",ppr->k_step_sub); - class_read_double("k_step_super",ppr->k_step_super); - class_read_double("k_step_transition",ppr->k_step_transition); - class_read_double("k_step_super_reduction",ppr->k_step_super_reduction); - class_read_double("k_per_decade_for_pk",ppr->k_per_decade_for_pk); - class_read_double("k_per_decade_for_bao",ppr->k_per_decade_for_bao); - class_read_double("k_bao_center",ppr->k_bao_center); - class_read_double("k_bao_width",ppr->k_bao_width); - - class_read_double("start_small_k_at_tau_c_over_tau_h",ppr->start_small_k_at_tau_c_over_tau_h); - class_read_double("start_large_k_at_tau_h_over_tau_k",ppr->start_large_k_at_tau_h_over_tau_k); - class_read_double("tight_coupling_trigger_tau_c_over_tau_h",ppr->tight_coupling_trigger_tau_c_over_tau_h); - class_read_double("tight_coupling_trigger_tau_c_over_tau_k",ppr->tight_coupling_trigger_tau_c_over_tau_k); - class_read_double("start_sources_at_tau_c_over_tau_h",ppr->start_sources_at_tau_c_over_tau_h); - - class_read_int("tight_coupling_approximation",ppr->tight_coupling_approximation); - - if (ppt->has_tensors == _TRUE_) { - /** - ---> Include ur and ncdm shear in tensor computation? */ - class_call(parser_read_string(pfc,"tensor method",&string1,&flag1,errmsg), + class_call(parser_read_string(pfc,"pk_eq",&string1,&flag1,errmsg), errmsg, errmsg); - if (flag1 == _TRUE_) { - if (strstr(string1,"photons") != NULL) - ppt->tensor_method = tm_photons_only; - if (strstr(string1,"massless") != NULL) - ppt->tensor_method = tm_massless_approximation; - if (strstr(string1,"exact") != NULL) - ppt->tensor_method = tm_exact; - } - } - - /** - ---> derivatives of baryon sound speed only computed if some non-minimal tight-coupling schemes is requested */ - if ((ppr->tight_coupling_approximation == (int)first_order_CLASS) || (ppr->tight_coupling_approximation == (int)second_order_CLASS)) { - pth->compute_cb2_derivatives = _TRUE_; - } - - class_read_int("l_max_g",ppr->l_max_g); - class_read_int("l_max_pol_g",ppr->l_max_pol_g); - class_read_int("l_max_dr",ppr->l_max_dr); - class_read_int("l_max_ur",ppr->l_max_ur); - if (pba->N_ncdm>0) - class_read_int("l_max_ncdm",ppr->l_max_ncdm); - class_read_int("l_max_g_ten",ppr->l_max_g_ten); - class_read_int("l_max_pol_g_ten",ppr->l_max_pol_g_ten); - class_read_double("curvature_ini",ppr->curvature_ini); - class_read_double("entropy_ini",ppr->entropy_ini); - class_read_double("gw_ini",ppr->gw_ini); - class_read_double("perturb_integration_stepsize",ppr->perturb_integration_stepsize); - class_read_double("tol_tau_approx",ppr->tol_tau_approx); - class_read_double("tol_perturb_integration",ppr->tol_perturb_integration); - class_read_double("perturb_sampling_stepsize",ppr->perturb_sampling_stepsize); - - class_read_int("radiation_streaming_approximation",ppr->radiation_streaming_approximation); - class_read_double("radiation_streaming_trigger_tau_over_tau_k",ppr->radiation_streaming_trigger_tau_over_tau_k); - class_read_double("radiation_streaming_trigger_tau_c_over_tau",ppr->radiation_streaming_trigger_tau_c_over_tau); - - class_read_int("ur_fluid_approximation",ppr->ur_fluid_approximation); - class_read_int("ncdm_fluid_approximation",ppr->ncdm_fluid_approximation); - class_read_double("ur_fluid_trigger_tau_over_tau_k",ppr->ur_fluid_trigger_tau_over_tau_k); - class_read_double("ncdm_fluid_trigger_tau_over_tau_k",ppr->ncdm_fluid_trigger_tau_over_tau_k); - - class_test(ppr->ur_fluid_trigger_tau_over_tau_k==ppr->radiation_streaming_trigger_tau_over_tau_k, - errmsg, - "please choose different values for precision parameters ur_fluid_trigger_tau_over_tau_k and radiation_streaming_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); - - if (pba->N_ncdm>0) { - class_test(ppr->ncdm_fluid_trigger_tau_over_tau_k==ppr->radiation_streaming_trigger_tau_over_tau_k, - errmsg, - "please choose different values for precision parameters ncdm_fluid_trigger_tau_over_tau_k and radiation_streaming_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); + if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { - class_test(ppr->ncdm_fluid_trigger_tau_over_tau_k==ppr->ur_fluid_trigger_tau_over_tau_k, - errmsg, - "please choose different values for precision parameters ncdm_fluid_trigger_tau_over_tau_k and ur_fluid_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); + if ((pba->Omega0_fld != 0.) && (pba->wa_fld != 0.)){ + pfo->has_pk_eq = _TRUE_; + } + } } - class_read_double("neglect_CMB_sources_below_visibility",ppr->neglect_CMB_sources_below_visibility); - - /** - (h.4.) parameter related to the primordial spectra */ - - class_read_double("k_per_decade_primordial",ppr->k_per_decade_primordial); - class_read_double("primordial_inflation_ratio_min",ppr->primordial_inflation_ratio_min); - class_read_double("primordial_inflation_ratio_max",ppr->primordial_inflation_ratio_max); - class_read_int("primordial_inflation_phi_ini_maxit",ppr->primordial_inflation_phi_ini_maxit); - class_read_double("primordial_inflation_pt_stepsize",ppr->primordial_inflation_pt_stepsize); - class_read_double("primordial_inflation_bg_stepsize",ppr->primordial_inflation_bg_stepsize); - class_read_double("primordial_inflation_tol_integration",ppr->primordial_inflation_tol_integration); - class_read_double("primordial_inflation_attractor_precision_pivot",ppr->primordial_inflation_attractor_precision_pivot); - class_read_double("primordial_inflation_attractor_precision_initial",ppr->primordial_inflation_attractor_precision_initial); - class_read_int("primordial_inflation_attractor_maxit",ppr->primordial_inflation_attractor_maxit); - class_read_double("primordial_inflation_tol_curvature",ppr->primordial_inflation_tol_curvature); - class_read_double("primordial_inflation_aH_ini_target",ppr->primordial_inflation_aH_ini_target); - class_read_double("primordial_inflation_end_dphi",ppr->primordial_inflation_end_dphi); - class_read_double("primordial_inflation_end_logstep",ppr->primordial_inflation_end_logstep); - class_read_double("primordial_inflation_small_epsilon",ppr->primordial_inflation_small_epsilon); - class_read_double("primordial_inflation_small_epsilon_tol",ppr->primordial_inflation_small_epsilon_tol); - class_read_double("primordial_inflation_extra_efolds",ppr->primordial_inflation_extra_efolds); - - /** - (h.5.) parameter related to the transfer functions */ - - class_read_double("l_logstep",ppr->l_logstep); - class_read_int("l_linstep",ppr->l_linstep); - - class_read_double("hyper_x_min",ppr->hyper_x_min); - class_read_double("hyper_sampling_flat",ppr->hyper_sampling_flat); - class_read_double("hyper_sampling_curved_low_nu",ppr->hyper_sampling_curved_low_nu); - class_read_double("hyper_sampling_curved_high_nu",ppr->hyper_sampling_curved_high_nu); - class_read_double("hyper_nu_sampling_step",ppr->hyper_nu_sampling_step); - class_read_double("hyper_phi_min_abs",ppr->hyper_phi_min_abs); - class_read_double("hyper_x_tol",ppr->hyper_x_tol); - class_read_double("hyper_flat_approximation_nu",ppr->hyper_flat_approximation_nu); - - class_read_double("q_linstep",ppr->q_linstep); - class_read_double("q_logstep_spline",ppr->q_logstep_spline); - class_read_double("q_logstep_open",ppr->q_logstep_open); - class_read_double("q_logstep_trapzd",ppr->q_logstep_trapzd); - class_read_double("q_numstep_transition",ppr->q_numstep_transition); - - class_read_double("k_step_trans_scalars",ppr->q_linstep); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_step_trans_tensors",ppr->q_linstep); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("k_step_trans",ppr->q_linstep); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("q_linstep_trans",ppr->q_linstep); // obsolete precision parameter: read for compatibility with old precision files - class_read_double("q_logstep_trans",ppr->q_logstep_spline); // obsolete precision parameter: read for compatibility with old precision files - - class_read_double("transfer_neglect_delta_k_S_t0",ppr->transfer_neglect_delta_k_S_t0); - class_read_double("transfer_neglect_delta_k_S_t1",ppr->transfer_neglect_delta_k_S_t1); - class_read_double("transfer_neglect_delta_k_S_t2",ppr->transfer_neglect_delta_k_S_t2); - class_read_double("transfer_neglect_delta_k_S_e",ppr->transfer_neglect_delta_k_S_e); - class_read_double("transfer_neglect_delta_k_V_t1",ppr->transfer_neglect_delta_k_V_t1); - class_read_double("transfer_neglect_delta_k_V_t2",ppr->transfer_neglect_delta_k_V_t2); - class_read_double("transfer_neglect_delta_k_V_e",ppr->transfer_neglect_delta_k_V_e); - class_read_double("transfer_neglect_delta_k_V_b",ppr->transfer_neglect_delta_k_V_b); - class_read_double("transfer_neglect_delta_k_T_t2",ppr->transfer_neglect_delta_k_T_t2); - class_read_double("transfer_neglect_delta_k_T_e",ppr->transfer_neglect_delta_k_T_e); - class_read_double("transfer_neglect_delta_k_T_b",ppr->transfer_neglect_delta_k_T_b); - - class_read_double("transfer_neglect_late_source",ppr->transfer_neglect_late_source); - - class_read_double("l_switch_limber",ppr->l_switch_limber); - - class_call(parser_read_string(pfc, - "l_switch_limber_for_cl_density_over_z", - &string1, - &flag1, - errmsg), - errmsg, - errmsg); - - class_test(flag1 == _TRUE_, - errmsg, - "You passed in input a precision parameter called l_switch_limber_for_cl_density_over_z. This syntax is deprecated since v2.5.0. Please use instead the two precision parameters l_switch_limber_for_nc_local_over_z, l_switch_limber_for_nc_los_over_z, defined in include/common.h, and allowing for better performance."); + return _SUCCESS_; +} - class_read_double("l_switch_limber_for_nc_local_over_z",ppr->l_switch_limber_for_nc_local_over_z); - class_read_double("l_switch_limber_for_nc_los_over_z",ppr->l_switch_limber_for_nc_los_over_z); - class_read_double("selection_cut_at_sigma",ppr->selection_cut_at_sigma); - class_read_double("selection_sampling",ppr->selection_sampling); - class_read_double("selection_sampling_bessel",ppr->selection_sampling_bessel); - class_read_double("selection_sampling_bessel_los",ppr->selection_sampling_bessel_los); - class_read_double("selection_tophat_edge",ppr->selection_tophat_edge); +/** + * Perform preliminary steps fur using the method called Pk_equal, + * described in 0810.0190 and 1601.07230, extending the range of + * validity of HALOFIT from constant w to (w0,wa) models. In that + * case, one must compute here some effective values of w0_eff(z_i) + * and Omega_m_eff(z_i), that will be interpolated later at arbitrary + * redshift in the non-linear module. + * + * Returns table of values [z_i, tau_i, w0_eff_i, Omega_m_eff_i] + * stored in fourier structure. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param pfo Input/Output: pointer to fourier structure + * @param input_verbose Input: verbosity of this input module + * @param errmsg Input/Ouput: error message + * @return the error status + */ - /** - (h.6.) parameters related to nonlinear calculations */ +int input_prepare_pk_eq(struct precision * ppr, + struct background *pba, + struct thermodynamics *pth, + struct fourier *pfo, + int input_verbose, + ErrorMsg errmsg) { - class_read_double("halofit_min_k_nonlinear",ppr->halofit_min_k_nonlinear); - class_read_double("halofit_min_k_max",ppr->halofit_min_k_max); - class_read_double("halofit_k_per_decade",ppr->halofit_k_per_decade); - class_read_double("halofit_sigma_precision",ppr->halofit_sigma_precision); - class_read_double("halofit_tol_sigma",ppr->halofit_tol_sigma); - class_read_double("pk_eq_z_max",ppr->pk_eq_z_max); - class_read_double("pk_eq_tol",ppr->pk_eq_tol); + /** Summary: */ - /** - (h.7.) parameter related to lensing */ + /** Define local variables */ + double tau_of_z; + double delta_tau; + double error; + double delta_tau_eq; + double * pvecback; + int last_index=0; + int index_pk_eq_z; + int index_eq; + int true_background_verbose; + int true_thermodynamics_verbose; + int true_hyrec_verbose; + double true_w0_fld; + double true_wa_fld; + double * z; - class_read_int("accurate_lensing",ppr->accurate_lensing); - class_read_int("delta_l_max",ppr->delta_l_max); - if (ppr->accurate_lensing == _TRUE_) { - class_read_int("num_mu_minus_lmax",ppr->num_mu_minus_lmax); - class_read_int("tol_gauss_legendre",ppr->tol_gauss_legendre); - } + /** Store the true cosmological parameters (w0, wa) somwhere before using temporarily some fake ones in this function */ + true_background_verbose = pba->background_verbose; + true_thermodynamics_verbose = pth->thermodynamics_verbose; + true_hyrec_verbose = pth->hyrec_verbose; + true_w0_fld = pba->w0_fld; + true_wa_fld = pba->wa_fld; - /** h.8. parameter related to the quasi-static approximation scheme (qs_smg) */ + /** The fake calls of the background and thermodynamics module will be done in non-verbose mode */ + pba->background_verbose = 0; + pth->thermodynamics_verbose = 0; + pth->hyrec_verbose = 0; - class_read_double("n_min_qs_smg",ppr->n_min_qs_smg); - class_read_double("n_max_qs_smg",ppr->n_max_qs_smg); - class_read_double("z_fd_qs_smg",ppr->z_fd_qs_smg); - class_read_double("trigger_mass_qs_smg",ppr->trigger_mass_qs_smg); - class_read_double("trigger_rad_qs_smg",ppr->trigger_rad_qs_smg); - class_read_double("eps_s_qs_smg",ppr->eps_s_qs_smg); + /** Allocate indices and arrays for storing the results */ + pfo->pk_eq_tau_size = ppr->pk_eq_Nzlog; + class_alloc(pfo->pk_eq_tau, + pfo->pk_eq_tau_size*sizeof(double), + errmsg); + class_alloc(z, + pfo->pk_eq_tau_size*sizeof(double), + errmsg); - class_call(parser_read_string(pfc,"get_h_from_trace_smg",&string1,&flag1,errmsg), - errmsg, + index_eq = 0; + class_define_index(pfo->index_pk_eq_w,_TRUE_,index_eq,1); + class_define_index(pfo->index_pk_eq_Omega_m,_TRUE_,index_eq,1); + pfo->pk_eq_size = index_eq; + class_alloc(pfo->pk_eq_w_and_Omega, + pfo->pk_eq_tau_size*pfo->pk_eq_size*sizeof(double), + errmsg); + class_alloc(pfo->pk_eq_ddw_and_ddOmega, + pfo->pk_eq_tau_size*pfo->pk_eq_size*sizeof(double), + errmsg); + + /** Call the background module in order to fill a table of tau_i[z_i] */ + class_call(background_init(ppr,pba), pba->error_message, errmsg); + for (index_pk_eq_z=0; index_pk_eq_zpk_eq_tau_size; index_pk_eq_z++) { + z[index_pk_eq_z] = exp(log(1.+ppr->pk_eq_z_max)/(pfo->pk_eq_tau_size-1)*index_pk_eq_z)-1.; + class_call(background_tau_of_z(pba, + z[index_pk_eq_z], + &tau_of_z), + pba->error_message, + errmsg); + pfo->pk_eq_tau[index_pk_eq_z] = tau_of_z; + } + class_call(background_free_noinput(pba), + pba->error_message, errmsg); - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { + /** Loop over z_i values. For each of them, we will call the + background and thermodynamics module for fake models. The goal is + to find, for each z_i, and effective w0_eff[z_i] and + Omega_m_eff{z_i], such that: the true model with (w0,wa) and the + equivalent model with (w0_eff[z_i],0) have the same conformal + distance between z_i and z_recombination, namely chi = tau[z_i] - + tau_rec. It is thus necessary to call both the background and + thermodynamics module for each fake model and to re-compute + tau_rec for each of them. Once the eqauivalent model is found we + compute and store Omega_m_effa(z_i) of the equivalent model */ + for (index_pk_eq_z=0; index_pk_eq_zpk_eq_tau_size; index_pk_eq_z++) { - ppr->get_h_from_trace_smg = _TRUE_; + if (input_verbose > 2) + printf(" * computing Pk_equal parameters at z=%e\n",z[index_pk_eq_z]); + /* get chi = (tau[z_i] - tau_rec) in true model */ + pba->w0_fld = true_w0_fld; + pba->wa_fld = true_wa_fld; + class_call(background_init(ppr,pba), + pba->error_message, + errmsg); + class_call(thermodynamics_init(ppr,pba,pth), + pth->error_message, + errmsg); + delta_tau = pfo->pk_eq_tau[index_pk_eq_z] - pth->tau_rec; + /* launch iterations in order to coverge to effective model with wa=0 but the same chi = (tau[z_i] - tau_rec) */ + pba->wa_fld=0.; - } + do { + class_call(background_free_noinput(pba), + pba->error_message, + errmsg); + class_call(thermodynamics_free(pth), + pth->error_message, + errmsg); - /** (i) Write values in file */ - if (ple->has_lensed_cls == _TRUE_) - ppt->l_scalar_max+=ppr->delta_l_max; + class_call(background_init(ppr,pba), + pba->error_message, + errmsg); + class_call(background_tau_of_z(pba, + z[index_pk_eq_z], + &tau_of_z), + pba->error_message, + errmsg); + class_call(thermodynamics_init(ppr,pba,pth), + pth->error_message, + errmsg); - /** (i.1) shall we write background quantitites in a file? */ + delta_tau_eq = tau_of_z - pth->tau_rec; - class_call(parser_read_string(pfc,"write background",&string1,&flag1,errmsg), - errmsg, - errmsg); + error = 1.-delta_tau_eq/delta_tau; + pba->w0_fld = pba->w0_fld*pow(1.+error,10.); - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { + } + while(fabs(error) > ppr->pk_eq_tol); - pop->write_background = _TRUE_; + /* Equivalent model found. Store w0(z) in that model. Find Omega_m(z) in that model and store it. */ + pfo->pk_eq_w_and_Omega[pfo->pk_eq_size*index_pk_eq_z+pfo->index_pk_eq_w] = pba->w0_fld; + class_alloc(pvecback, + pba->bg_size*sizeof(double), + pba->error_message); + class_call(background_at_tau(pba, + tau_of_z, + long_info, + inter_normal, + &last_index, + pvecback), + pba->error_message, errmsg); + pfo->pk_eq_w_and_Omega[pfo->pk_eq_size*index_pk_eq_z+pfo->index_pk_eq_Omega_m] = pvecback[pba->index_bg_Omega_m]; + free(pvecback); + class_call(background_free_noinput(pba), + pba->error_message, + errmsg); + class_call(thermodynamics_free(pth), + pth->error_message, + errmsg); } - /** - (i.2.) shall we write thermodynamics quantities in a file? */ - - class_call(parser_read_string(pfc,"write thermodynamics",&string1,&flag1,errmsg), - errmsg, - errmsg); - - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { - - pop->write_thermodynamics = _TRUE_; - - } + /** Restore cosmological parameters (w0, wa) to their true values before main call to CLASS modules */ + pba->background_verbose = true_background_verbose; + pth->thermodynamics_verbose = true_thermodynamics_verbose; + pth->hyrec_verbose = true_hyrec_verbose; - /** - (i.3.) shall we write perturbation quantities in files? */ + pba->w0_fld = true_w0_fld; + pba->wa_fld = true_wa_fld; - class_call(parser_read_list_of_doubles(pfc, - "k_output_values", - &(int1), - &(pointer1), - &flag1, - errmsg), - errmsg, - errmsg); + /* in verbose mode, report the results */ - if (flag1 == _TRUE_) { - class_test(int1 > _MAX_NUMBER_OF_K_FILES_, - errmsg, - "you want to write some output for %d different values of k, hence you should increase _MAX_NUMBER_OF_K_FILES_ in include/perturbations.h to at least this number", - int1); - ppt->k_output_values_num = int1; + if (input_verbose > 1) { + fprintf(stdout," Effective parameters for Pk_equal:\n"); - for (i=0; ik_output_values[i] = pointer1[i]; + for (index_pk_eq_z=0; index_pk_eq_zpk_eq_tau_size; index_pk_eq_z++) { + fprintf(stdout," * at z=%e, tau=%e w=%e Omega_m=%e\n", + z[index_pk_eq_z], + pfo->pk_eq_tau[index_pk_eq_z], + pfo->pk_eq_w_and_Omega[pfo->pk_eq_size*index_pk_eq_z+pfo->index_pk_eq_w], + pfo->pk_eq_w_and_Omega[pfo->pk_eq_size*index_pk_eq_z+pfo->index_pk_eq_Omega_m]); } - free(pointer1); - - /* Sort the k_array using qsort */ - qsort (ppt->k_output_values, ppt->k_output_values_num, sizeof(double), compare_doubles); - - ppt->store_perturbations = _TRUE_; - pop->write_perturbations = _TRUE_; } + free(z); - /** - (i.4.) shall we write primordial spectra in a file? */ - - class_call(parser_read_string(pfc,"write primordial",&string1,&flag1,errmsg), + /** Spline the table for later interpolation */ + class_call(array_spline_table_lines(pfo->pk_eq_tau, + pfo->pk_eq_tau_size, + pfo->pk_eq_w_and_Omega, + pfo->pk_eq_size, + pfo->pk_eq_ddw_and_ddOmega, + _SPLINE_NATURAL_, + errmsg), errmsg, errmsg); - if ((flag1 == _TRUE_) && ((strstr(string1,"y") != NULL) || (strstr(string1,"Y") != NULL))) { - - pop->write_primordial = _TRUE_; + return _SUCCESS_; - } +} - /** (i.5) shall we write sigma(z) in a file? */ +/** + * Read the parameters of primordial structure. + * + * @param pfc Input: pointer to local structure + * @param ppt Input: pointer to perturbations structure + * @param ppm Input: pointer to primordial structure + * @param errmsg Input: Error message + * @return the error status + */ - class_call(parser_read_string(pfc,"write sigma",&string1,&flag1,errmsg), - errmsg, - errmsg); +int input_read_parameters_primordial(struct file_content * pfc, + struct perturbations * ppt, + struct primordial * ppm, + ErrorMsg errmsg){ - /** readjust some precision parameters for modified gravity */ - if (pba->has_smg == _TRUE_){ + /** Summary: */ - //otherwise problems with ISW effect - if (ppr->perturb_sampling_stepsize > 0.05) - ppr->perturb_sampling_stepsize=0.05; - - //how much info on background.dat? - class_read_double("output_background_smg",pba->output_background_smg); - - } - - - /** - (i.5) special steps if we want Halofit with wa_fld non-zero: - so-called "Pk_equal method" of 0810.0190 and 1601.07230 */ - - if ((pnl->method == nl_halofit) && (pba->Omega0_fld != 0.) && (pba->wa_fld != 0.)) - pnl->has_pk_eq = _TRUE_; - - if (pnl->has_pk_eq == _TRUE_) { + /** Define local variables */ + int flag1, flag2, flag3; + double param1, param2, param3; + char string1[_ARGUMENT_LENGTH_MAX_]; + char string2[_ARGUMENT_LENGTH_MAX_]; + double R0,R1,R2,R3,R4; + double PSR0,PSR1,PSR2,PSR3,PSR4; + double HSR0,HSR1,HSR2,HSR3,HSR4; + double k1=0.; + double k2=0.; + double prr1=0.; + double prr2=0.; + double pii1=0.; + double pii2=0.; + double pri1=0.; + double pri2=0.; + double n_iso=0.; + double f_iso=0.; + double n_cor=0.; + double c_cor=0.; - if (input_verbose > 0) { - printf(" -> since you want to use Halofit with a non-zero wa_fld, calling background module to\n"); - printf(" extract the effective w(tau), Omega_m(tau) parameters required by the Pk_equal method\n"); - } - class_call(input_prepare_pk_eq(ppr,pba,pth,pnl,input_verbose,errmsg), + /** 1) Primordial spectrum type */ + /* Read */ + class_call(parser_read_string(pfc,"Pk_ini_type",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Compatibility code BEGIN */ + if (flag1 == _FALSE_){ + class_call(parser_read_string(pfc,"P_k_ini type",&string1,&flag1,errmsg), errmsg, errmsg); } - - return _SUCCESS_; - -} - -/** - * All default parameter values (for input parameters) - * - * @param pba Input: pointer to background structure - * @param pth Input: pointer to thermodynamics structure - * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfer structure - * @param ppm Input: pointer to primordial structure - * @param psp Input: pointer to spectra structure - * @param pnl Input: pointer to nonlinear structure - * @param ple Input: pointer to lensing structure - * @param pop Input: pointer to output structure - * @return the error status - */ - -int input_default_params( - struct background *pba, - struct thermo *pth, - struct perturbs *ppt, - struct transfers *ptr, - struct primordial *ppm, - struct spectra *psp, - struct nonlinear * pnl, - struct lensing *ple, - struct output *pop - ) { - - double sigma_B; /* Stefan-Boltzmann constant in \f$ W/m^2/K^4 = Kg/K^4/s^3 \f$*/ - int filenum; - - sigma_B = 2. * pow(_PI_,5) * pow(_k_B_,4) / 15. / pow(_h_P_,3) / pow(_c_,2); - - /** Define all default parameter values (for input parameters) for each structure:*/ - /** - background structure */ - - /* 5.10.2014: default parameters matched to Planck 2013 + WP - best-fitting model, with ones small difference: the published - Planck 2013 + WP bestfit is with h=0.6704 and one massive - neutrino species with m_ncdm=0.06eV; here we assume only massless - neutrinos in the default model; for the CMB, taking m_ncdm = 0 or - 0.06 eV makes practically no difference, provided that we adapt - the value of h in order ot get the same peak scale, i.e. the same - 100*theta_s. The Planck 2013 + WP best-fitting model with - h=0.6704 gives 100*theta_s = 1.042143 (or equivalently - 100*theta_MC=1.04119). By taking only massless neutrinos, one - gets the same 100*theta_s provided that h is increased to - 0.67556. Hence, we take h=0.67556, N_ur=3.046, N_ncdm=0, and all - other parameters from the Planck2013 Cosmological Parameter - paper. */ - - pba->h = 0.67556; - pba->H0 = pba->h * 1.e5 / _c_; - pba->T_cmb = 2.7255; - pba->Omega0_g = (4.*sigma_B/_c_*pow(pba->T_cmb,4.)) / (3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_); - pba->Omega0_ur = 3.046*7./8.*pow(4./11.,4./3.)*pba->Omega0_g; - pba->Omega0_b = 0.022032/pow(pba->h,2); - pba->Omega0_cdm = 0.12038/pow(pba->h,2); - pba->Omega0_dcdmdr = 0.0; - pba->Omega0_dcdm = 0.0; - pba->Gamma_dcdm = 0.0; - pba->N_ncdm = 0; - pba->Omega0_ncdm_tot = 0.; - pba->ksi_ncdm_default = 0.; - pba->ksi_ncdm = NULL; - pba->T_ncdm_default = 0.71611; /* this value gives m/omega = 93.14 eV b*/ - pba->T_ncdm = NULL; - pba->deg_ncdm_default = 1.; - pba->deg_ncdm = NULL; - pba->ncdm_psd_parameters = NULL; - pba->ncdm_psd_files = NULL; - - pba->Omega0_scf = 0.; /* Scalar field defaults */ - pba->attractor_ic_scf = _TRUE_; - pba->scf_parameters = NULL; - pba->scf_parameters_size = 0; - pba->scf_tuning_index = 0; - //MZ: initial conditions are as multiplicative factors of the radiation attractor values - pba->phi_ini_scf = 1; - pba->phi_prime_ini_scf = 1; - - - pba->gravity_model_smg = propto_omega; /* gravitational model */ - pba->expansion_model_smg = lcdm; /*expansion model (only for parameterizations*/ - pba->Omega0_smg = 0.; /* Scalar field defaults */ - pba->M_pl_today_smg = 1.; //*Planck mass today*/ - pba->M_pl_tuning_smg = _FALSE_; //* Tune Planck mass?*/ - pba->Omega_smg_debug = 0; - pba->field_evolution_smg = _FALSE_; /* does the model require solving the background equations? */ - pba->M_pl_evolution_smg = _FALSE_; /* does the model require integrating M_pl from alpha_M? */ - pba->skip_stability_tests_smg = _FALSE_; /*if you want to skip the stability tests for the perturbations */ - pba->a_min_stability_test_smg = 0; /** < skip stability tests for a < a_min */ - - pba->hubble_evolution = _TRUE_; /** dynamical evolution of Friedmann eq. */ - pba->hubble_friction = 3.; /** friction coefficient in H' equation: H' = ... + H_friction*(H^2 - rho_crit) [NOT ONLY IN SMG!] */ - pba->rho_evolution_smg = _FALSE_; /*does the model require to evolve the background energy density? (only for parameterizations)*/ - - pba->kineticity_safe_smg = 0; /* value added to the kineticity, useful to cure perturbations at early time in some models */ - pba->cs2_safe_smg = 0; /* threshold to consider the sound speed of scalars negative in the stability check */ - pba->D_safe_smg = 0; /* threshold to consider the kinetic term of scalars negative in the stability check */ - pba->ct2_safe_smg = 0; /* threshold to consider the sound speed of tensors negative in the stability check */ - pba->M2_safe_smg = 0; /* threshold to consider the kinetic term of tensors (M2) negative in the stability check */ - - - /*set stability quantities to nonzero values*/ - pba->min_M2_smg = 1e10; - pba->min_ct2_smg = 1e10; - pba->min_D_smg = 1e10; - pba->min_cs2_smg = 1e10; - - pba->min_bra_smg = 4.; - pba->max_bra_smg = 0.; - pba->quintessence_w_safe_smg = 0; - - pba->parameters_smg = NULL; - pba->parameters_size_smg = 0; - pba->tuning_index_smg = 0; - pba->tuning_dxdy_guess_smg = 1; - - pba->output_background_smg = 1; /**< amount of information printed onbackground.dat output */ - - pba->Omega0_k = 0.; - pba->K = 0.; - pba->sgnK = 0; - pba->Omega0_lambda = 1.-pba->Omega0_k-pba->Omega0_g-pba->Omega0_ur-pba->Omega0_b-pba->Omega0_cdm-pba->Omega0_ncdm_tot-pba->Omega0_dcdmdr; - pba->Omega0_fld = 0.; - pba->a_today = 1.; - pba->use_ppf = _TRUE_; - pba->c_gamma_over_c_fld = 0.4; - pba->fluid_equation_of_state = CLP; - pba->w0_fld = -1.; - pba->wa_fld = 0.; - pba->Omega_EDE = 0.; - pba->cs2_fld = 1.; - - pba->has_smg= _FALSE_; - pba->parameters_tuned_smg = _FALSE_; - pba->shooting_failed = _FALSE_; - pba->is_quintessence_smg = _FALSE_; - pba->attractor_ic_smg = _TRUE_; /* only read for those models in which it is implemented */ - pba->initial_conditions_set_smg = _FALSE_; - - /** - thermodynamics structure */ - - pth->YHe=_BBN_; - pth->recombination=recfast; - pth->reio_parametrization=reio_camb; - pth->reio_z_or_tau=reio_z; - pth->z_reio=11.357; - pth->tau_reio=0.0925; - pth->reionization_exponent=1.5; - pth->reionization_width=0.5; - pth->helium_fullreio_redshift=3.5; - pth->helium_fullreio_width=0.5; - - pth->binned_reio_num=0; - pth->binned_reio_z=NULL; - pth->binned_reio_xe=NULL; - pth->binned_reio_step_sharpness = 0.3; - - pth->annihilation = 0.; - pth->decay = 0.; - - pth->annihilation_variation = 0.; - pth->annihilation_z = 1000.; - pth->annihilation_zmax = 2500.; - pth->annihilation_zmin = 30.; - pth->annihilation_f_halo = 0.; - pth->annihilation_z_halo = 30.; - pth->has_on_the_spot = _TRUE_; - - pth->compute_cb2_derivatives=_FALSE_; - - pth->compute_damping_scale = _FALSE_; - - /** - perturbation structure */ - - ppt->has_cl_cmb_temperature = _FALSE_; - ppt->has_cl_cmb_polarization = _FALSE_; - ppt->has_cl_cmb_lensing_potential = _FALSE_; - ppt->has_cl_number_count = _FALSE_; - ppt->has_cl_lensing_potential = _FALSE_; - ppt->has_pk_matter = _FALSE_; - ppt->has_density_transfers = _FALSE_; - ppt->has_velocity_transfers = _FALSE_; - ppt->has_metricpotential_transfers = _FALSE_; - - ppt->has_nl_corrections_based_on_delta_m = _FALSE_; - - ppt->has_nc_density = _FALSE_; - ppt->has_nc_rsd = _FALSE_; - ppt->has_nc_lens = _FALSE_; - ppt->has_nc_gr = _FALSE_; - - //ppt->pk_only_cdm_bar=_FALSE_; - - ppt->switch_sw = 1; - ppt->switch_eisw = 1; - ppt->switch_lisw = 1; - ppt->switch_dop = 1; - ppt->switch_pol = 1; - ppt->eisw_lisw_split_z = 120; - - ppt->has_ad=_TRUE_; - ppt->has_bi=_FALSE_; - ppt->has_cdi=_FALSE_; - ppt->has_nid=_FALSE_; - ppt->has_niv=_FALSE_; - - ppt->has_perturbed_recombination=_FALSE_; - ppt->tensor_method = tm_massless_approximation; - ppt->evolve_tensor_ur = _FALSE_; - ppt->evolve_tensor_ncdm = _FALSE_; - - ppt->has_scalars=_TRUE_; - ppt->has_vectors=_FALSE_; - ppt->has_tensors=_FALSE_; - - ppt->l_scalar_max=2500; - ppt->l_vector_max=500; - ppt->l_tensor_max=500; - ppt->l_lss_max=300; - ppt->k_max_for_pk=1.; - - ppt->gauge=synchronous; - - ppt->method_qs_smg=fully_dynamic; - - ppt->pert_initial_conditions_smg = ext_field_attr; /* default IC for perturbations in the scalar */ - - ppt->k_output_values_num=0; - ppt->store_perturbations = _FALSE_; - ppt->number_of_scalar_titles=0; - ppt->number_of_vector_titles=0; - ppt->number_of_tensor_titles=0; - for (filenum = 0; filenum<_MAX_NUMBER_OF_K_FILES_; filenum++){ - ppt->scalar_perturbations_data[filenum] = NULL; - ppt->vector_perturbations_data[filenum] = NULL; - ppt->tensor_perturbations_data[filenum] = NULL; + /* Compatibility code END */ + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if (strcmp(string1,"analytic_Pk") == 0){ + ppm->primordial_spec_type = analytic_Pk; + } + else if (strcmp(string1,"inflation_V") == 0){ + ppm->primordial_spec_type = inflation_V; + } + else if (strcmp(string1,"inflation_H") == 0){ + ppm->primordial_spec_type = inflation_H; + } + else if (strcmp(string1,"inflation_V_end") == 0){ + ppm->primordial_spec_type = inflation_V_end; + } + else if (strcmp(string1,"two_scales") == 0){ + ppm->primordial_spec_type = two_scales; + } + else if (strcmp(string1,"external_Pk") == 0){ + ppm->primordial_spec_type = external_Pk; + } + else{ + class_stop(errmsg, + "You specified 'P_k_ini_type' as '%s'. It has to be one of {'analytic_Pk','inflation_V','inflation_V_end','two_scales','external_Pk'}.",string1); + } } - ppt->index_k_output_values=NULL; - ppt->three_ceff2_ur=1.; - ppt->three_cvis2_ur=1.; - - ppt->z_max_pk=0.; - - ppt->selection_num=1; - ppt->selection=gaussian; - ppt->selection_mean[0]=1.; - ppt->selection_width[0]=0.1; - - /** - primordial structure */ - - ppm->primordial_spec_type = analytic_Pk; - ppm->k_pivot = 0.05; - ppm->A_s = 2.215e-9; - ppm->n_s = 0.9619; - ppm->alpha_s = 0.; - ppm->f_bi = 1.; - ppm->n_bi = 1.; - ppm->alpha_bi = 0.; - ppm->f_cdi = 1.; - ppm->n_cdi = 1.; - ppm->alpha_cdi = 0.; - ppm->f_nid = 1.; - ppm->n_nid = 1.; - ppm->alpha_nid = 0.; - ppm->f_niv = 1.; - ppm->n_niv = 1.; - ppm->alpha_niv = 0.; - ppm->c_ad_bi = 0.; - ppm->n_ad_bi = 0.; - ppm->alpha_ad_bi = 0.; - ppm->c_ad_cdi = 0.; - ppm->n_ad_cdi = 0.; - ppm->alpha_ad_cdi = 0.; - ppm->c_ad_nid = 0.; - ppm->n_ad_nid = 0.; - ppm->alpha_ad_nid = 0.; - ppm->c_ad_niv = 0.; - ppm->n_ad_niv = 0.; - ppm->alpha_ad_niv = 0.; - ppm->c_bi_cdi = 0.; - ppm->n_bi_cdi = 0.; - ppm->alpha_bi_cdi = 0.; - ppm->c_bi_nid = 0.; - ppm->n_bi_nid = 0.; - ppm->alpha_bi_nid = 0.; - ppm->c_bi_niv = 0.; - ppm->n_bi_niv = 0.; - ppm->alpha_bi_niv = 0.; - ppm->c_cdi_nid = 0.; - ppm->n_cdi_nid = 0.; - ppm->alpha_cdi_nid = 0.; - ppm->c_cdi_niv = 0.; - ppm->n_cdi_niv = 0.; - ppm->alpha_cdi_niv = 0.; - ppm->c_nid_niv = 0.; - ppm->n_nid_niv = 0.; - ppm->alpha_nid_niv = 0.; - ppm->r = 1.; - ppm->n_t = -ppm->r/8.*(2.-ppm->r/8.-ppm->n_s); - ppm->alpha_t = ppm->r/8.*(ppm->r/8.+ppm->n_s-1.); - ppm->potential=polynomial; - ppm->phi_end=0.; - ppm->phi_pivot_method = N_star; - ppm->phi_pivot_target = 60; - ppm->V0=1.25e-13; - ppm->V1=-1.12e-14; - ppm->V2=-6.95e-14; - ppm->V3=0.; - ppm->V4=0.; - ppm->H0=3.69e-6; - ppm->H1=-5.84e-7; - ppm->H2=0.; - ppm->H3=0.; - ppm->H4=0.; - ppm->behavior=numerical; - ppm->command="write here your command for the external Pk"; - ppm->custom1=0.; - ppm->custom2=0.; - ppm->custom3=0.; - ppm->custom4=0.; - ppm->custom5=0.; - ppm->custom6=0.; - ppm->custom7=0.; - ppm->custom8=0.; - ppm->custom9=0.; - ppm->custom10=0.; - - /** - transfer structure */ + /** 1.a) Pivot scale in Mpc-1 */ + /* Read */ + class_read_double("k_pivot",ppm->k_pivot); - ptr->selection_bias[0]=1.; - ptr->selection_magnification_bias[0]=0.; - ptr->lcmb_rescale=1.; - ptr->lcmb_pivot=0.1; - ptr->lcmb_tilt=0.; - ptr->initialise_HIS_cache=_FALSE_; - ptr->has_nz_analytic = _FALSE_; - ptr->has_nz_file = _FALSE_; - ptr->has_nz_evo_analytic = _FALSE_; - ptr->has_nz_evo_file = _FALSE_; + /** 1.b) For type 'analytic_Pk' */ + if (ppm->primordial_spec_type == analytic_Pk) { - /** - output structure */ + /** 1.b.1) For scalar perturbations */ + if (ppt->has_scalars == _TRUE_) { + /* Read */ + class_call(parser_read_double(pfc,"A_s",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"ln_A_s_1e10",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Deprecated input parameters, read for backwards compatibility) */ + class_call(parser_read_double(pfc,"ln10^{10}A_s",¶m3,&flag3,errmsg), + errmsg, + errmsg); + class_test(class_at_least_two_of_three(flag1,flag2,flag3), + errmsg, + "In input file, you can only enter one of {'A_s', 'ln_A_s_1e10', or 'ln10^{10}A_s' (deprecated)}, choose one"); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + ppm->A_s = param1; + } + else if (flag2 == _TRUE_){ + ppm->A_s = exp(param2)*1.e-10; + } + else if (flag3 == _TRUE_){ + ppm->A_s = exp(param3)*1.e-10; + } - pop->z_pk_num = 1; - pop->z_pk[0] = 0.; - sprintf(pop->root,"output/"); - pop->write_header = _TRUE_; - pop->output_format = class_format; - pop->write_background = _FALSE_; - pop->write_thermodynamics = _FALSE_; - pop->write_perturbations = _FALSE_; - pop->write_primordial = _FALSE_; + /** 1.b.1.1) Adiabatic perturbations */ + if (ppt->has_ad == _TRUE_) { + /* Read */ + class_read_double("n_s",ppm->n_s); + class_read_double("alpha_s",ppm->alpha_s); + } - /** - spectra structure */ + /** 1.b.1.2) Isocurvature/entropy perturbations */ + /* Read */ + if (ppt->has_bi == _TRUE_) { + class_read_double("f_bi",ppm->f_bi); + class_read_double("n_bi",ppm->n_bi); + class_read_double("alpha_bi",ppm->alpha_bi); + } + if (ppt->has_cdi == _TRUE_) { + class_read_double("f_cdi",ppm->f_cdi); + class_read_double("n_cdi",ppm->n_cdi); + class_read_double("alpha_cdi",ppm->alpha_cdi); + } + if (ppt->has_nid == _TRUE_) { + class_read_double("f_nid",ppm->f_nid); + class_read_double("n_nid",ppm->n_nid); + class_read_double("alpha_nid",ppm->alpha_nid); + } + if (ppt->has_niv == _TRUE_) { + class_read_double("f_niv",ppm->f_niv); + class_read_double("n_niv",ppm->n_niv); + class_read_double("alpha_niv",ppm->alpha_niv); + } - psp->z_max_pk = pop->z_pk[0]; - psp->non_diag=0; + /** 1.b.1.3) Cross-correlation between different adiabatic/entropy mode */ + /* Read */ + if ((ppt->has_ad == _TRUE_) && (ppt->has_bi == _TRUE_)) { + class_read_double_one_of_two("c_ad_bi","c_bi_ad",ppm->c_ad_bi); + class_read_double_one_of_two("n_ad_bi","n_bi_ad",ppm->n_ad_bi); + class_read_double_one_of_two("alpha_ad_bi","alpha_bi_ad",ppm->alpha_ad_bi); + } + if ((ppt->has_ad == _TRUE_) && (ppt->has_cdi == _TRUE_)) { + class_read_double_one_of_two("c_ad_cdi","c_cdi_ad",ppm->c_ad_cdi); + class_read_double_one_of_two("n_ad_cdi","n_cdi_ad",ppm->n_ad_cdi); + class_read_double_one_of_two("alpha_ad_cdi","alpha_cdi_ad",ppm->alpha_ad_cdi); + } + if ((ppt->has_ad == _TRUE_) && (ppt->has_nid == _TRUE_)) { + class_read_double_one_of_two("c_ad_nid","c_nid_ad",ppm->c_ad_nid); + class_read_double_one_of_two("n_ad_nid","n_nid_ad",ppm->n_ad_nid); + class_read_double_one_of_two("alpha_ad_nid","alpha_nid_ad",ppm->alpha_ad_nid); + } + if ((ppt->has_ad == _TRUE_) && (ppt->has_niv == _TRUE_)) { + class_read_double_one_of_two("c_ad_niv","c_niv_ad",ppm->c_ad_niv); + class_read_double_one_of_two("n_ad_niv","n_niv_ad",ppm->n_ad_niv); + class_read_double_one_of_two("alpha_ad_niv","alpha_niv_ad",ppm->alpha_ad_niv); + } + if ((ppt->has_bi == _TRUE_) && (ppt->has_cdi == _TRUE_)) { + class_read_double_one_of_two("c_bi_cdi","c_cdi_bi",ppm->c_bi_cdi); + class_read_double_one_of_two("n_bi_cdi","n_cdi_bi",ppm->n_bi_cdi); + class_read_double_one_of_two("alpha_bi_cdi","alpha_cdi_bi",ppm->alpha_bi_cdi); + } + if ((ppt->has_bi == _TRUE_) && (ppt->has_nid == _TRUE_)) { + class_read_double_one_of_two("c_bi_nid","c_nid_bi",ppm->c_bi_nid); + class_read_double_one_of_two("n_bi_nid","n_nid_bi",ppm->n_bi_nid); + class_read_double_one_of_two("alpha_bi_nid","alpha_nid_bi",ppm->alpha_bi_nid); + } + if ((ppt->has_bi == _TRUE_) && (ppt->has_niv == _TRUE_)) { + class_read_double_one_of_two("c_bi_niv","c_niv_bi",ppm->c_bi_niv); + class_read_double_one_of_two("n_bi_niv","n_niv_bi",ppm->n_bi_niv); + class_read_double_one_of_two("alpha_bi_niv","alpha_niv_bi",ppm->alpha_bi_niv); + } + if ((ppt->has_cdi == _TRUE_) && (ppt->has_nid == _TRUE_)) { + class_read_double_one_of_two("c_cdi_nid","c_nid_cdi",ppm->c_cdi_nid); + class_read_double_one_of_two("n_cdi_nid","n_nid_cdi",ppm->n_cdi_nid); + class_read_double_one_of_two("alpha_cdi_nid","alpha_nid_cdi",ppm->alpha_cdi_nid); + } + if ((ppt->has_cdi == _TRUE_) && (ppt->has_niv == _TRUE_)) { + class_read_double_one_of_two("c_cdi_niv","c_niv_cdi",ppm->c_cdi_niv); + class_read_double_one_of_two("n_cdi_niv","n_niv_cdi",ppm->n_cdi_niv); + class_read_double_one_of_two("alpha_cdi_niv","alpha_niv_cdi",ppm->alpha_cdi_niv); + } + if ((ppt->has_nid == _TRUE_) && (ppt->has_niv == _TRUE_)) { + class_read_double_one_of_two("c_nid_niv","c_niv_nid",ppm->c_nid_niv); + class_read_double_one_of_two("n_nid_niv","n_niv_nid",ppm->n_nid_niv); + class_read_double_one_of_two("alpha_nid_niv","alpha_niv_nid",ppm->alpha_nid_niv); + } + } - /** - nonlinear structure */ + /** 1.b.2) For tensor perturbations */ + if (ppt->has_tensors == _TRUE_){ + /* Read */ + class_read_double("r",ppm->r); + if (ppt->has_scalars == _FALSE_){ + class_read_double("A_s",ppm->A_s); + } + if (ppm->r <= 0) { + ppt->has_tensors = _FALSE_; + } + else { + class_call(parser_read_string(pfc,"n_t",&string1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_string(pfc,"alpha_t",&string2,&flag2,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if ((flag1 == _TRUE_) && !((strstr(string1,"SCC") != NULL) || (strstr(string1,"scc") != NULL))){ + class_read_double("n_t",ppm->n_t); + } + else { + ppm->n_t = -ppm->r/8.*(2.-ppm->r/8.-ppm->n_s); // enforce single slow-roll self-consistency condition (order 2 in slow-roll) + } + if ((flag2 == _TRUE_) && !((strstr(string2,"SCC") != NULL) || (strstr(string2,"scc") != NULL))) { + class_read_double("alpha_t",ppm->alpha_t); + } + else { + ppm->alpha_t = ppm->r/8.*(ppm->r/8.+ppm->n_s-1.); // enforce single slow-roll self-consistency condition (order 2 in slow-roll) + } + } + } + } - /** - lensing structure */ + else if ((ppm->primordial_spec_type == inflation_V) || (ppm->primordial_spec_type == inflation_H)) { - ple->has_lensed_cls = _FALSE_; + /** 1.c) For type 'inflation_V' */ + if (ppm->primordial_spec_type == inflation_V) { - /** - nonlinear structure */ + /** 1.c.1) Type of potential */ + /* Read */ + class_call(parser_read_string(pfc,"potential",&string1,&flag1,errmsg), // only polynomial coded so far: + errmsg, // no need to interpret string1 + errmsg); - pnl->method = nl_none; - pnl->has_pk_eq = _FALSE_; + /** 1.c.2) Coefficients of the Taylor expansion */ + /* Read */ + class_call(parser_read_string(pfc,"PSR_0",&string1,&flag1,errmsg), + errmsg, + errmsg); + if (flag1 == _TRUE_){ + PSR0=0.; + PSR1=0.; + PSR2=0.; + PSR3=0.; + PSR4=0.; + class_read_double("PSR_0",PSR0); + class_read_double("PSR_1",PSR1); + class_read_double("PSR_2",PSR2); + class_read_double("PSR_3",PSR3); + class_read_double("PSR_4",PSR4); + /* Test */ + class_test(PSR0 <= 0., + errmsg, + "inconsistent parametrization of polynomial inflation potential"); + class_test(PSR1 <= 0., + errmsg, + "inconsistent parametrization of polynomial inflation potential"); + /* Complete set of parameters */ + R0 = PSR0; + R1 = PSR1*16.*_PI_; + R2 = PSR2*8.*_PI_; + R3 = PSR3*pow(8.*_PI_,2); + R4 = PSR4*pow(8.*_PI_,3); + ppm->V0 = R0*R1*3./128./_PI_; + ppm->V1 = -sqrt(R1)*ppm->V0; + ppm->V2 = R2*ppm->V0; + ppm->V3 = R3*ppm->V0*ppm->V0/ppm->V1; + ppm->V4 = R4*ppm->V0/R1; + } + else { + /* Read */ + class_call(parser_read_string(pfc,"R_0",&string1,&flag1,errmsg), + errmsg, + errmsg); + if (flag1 == _TRUE_) { + R0=0.; + R1=0.; + R2=0.; + R3=0.; + R4=0.; + class_read_double("R_0",R0); + class_read_double("R_1",R1); + class_read_double("R_2",R2); + class_read_double("R_3",R3); + class_read_double("R_4",R4); + /* Test */ + class_test(R0 <= 0., + errmsg, + "inconsistent parametrization of polynomial inflation potential"); + class_test(R1 <= 0., + errmsg, + "inconsistent parametrization of polynomial inflation potential"); + /* Complete set of parameters */ + ppm->V0 = R0*R1*3./128./_PI_; + ppm->V1 = -sqrt(R1)*ppm->V0; + ppm->V2 = R2*ppm->V0; + ppm->V3 = R3*ppm->V0*ppm->V0/ppm->V1; + ppm->V4 = R4*ppm->V0/R1; + } + else { + /* Read */ + class_read_double("V_0",ppm->V0); + class_read_double("V_1",ppm->V1); + class_read_double("V_2",ppm->V2); + class_read_double("V_3",ppm->V3); + class_read_double("V_4",ppm->V4); + } + } + } - /** - all verbose parameters */ + /** 1.d) For type 'inflation_H' */ + else { + /* Read */ + class_call(parser_read_string(pfc,"HSR_0",&string1,&flag1,errmsg), + errmsg, + errmsg); + if (flag1 == _TRUE_) { + HSR0=0.; + HSR1=0.; + HSR2=0.; + HSR3=0.; + HSR4=0.; + class_read_double("HSR_0",HSR0); + class_read_double("HSR_1",HSR1); + class_read_double("HSR_2",HSR2); + class_read_double("HSR_3",HSR3); + class_read_double("HSR_4",HSR4); + /* Complete set of parameters */ + ppm->H0 = sqrt(HSR0*HSR1*_PI_); + ppm->H1 = -sqrt(4.*_PI_*HSR1)*ppm->H0; + ppm->H2 = 4.*_PI_*HSR2*ppm->H0; + ppm->H3 = 4.*_PI_*HSR3*ppm->H0*ppm->H0/ppm->H1; + ppm->H4 = 4.*_PI_*HSR4*ppm->H0*ppm->H0*ppm->H0/ppm->H1/ppm->H1; - pba->background_verbose = 0; - pth->thermodynamics_verbose = 0; - ppt->perturbations_verbose = 0; - ptr->transfer_verbose = 0; - ppm->primordial_verbose = 0; - psp->spectra_verbose = 0; - pnl->nonlinear_verbose = 0; - ple->lensing_verbose = 0; - pop->output_verbose = 0; + } + else { + /* Read */ + class_read_double("H_0",ppm->H0); + class_read_double("H_1",ppm->H1); + class_read_double("H_2",ppm->H2); + class_read_double("H_3",ppm->H3); + class_read_double("H_4",ppm->H4); + } + /* Test */ + class_test(ppm->H0 <= 0., + errmsg, + "inconsistent parametrization of polynomial inflation potential"); + } + } - return _SUCCESS_; + /** 1.e) For type 'inflation_V_end' */ + else if (ppm->primordial_spec_type == inflation_V_end) { -} + /** 1.e.1) Value of the field at the minimum of the potential */ + /* Read */ + class_read_double("phi_end",ppm->phi_end); -/** - * Initialize the precision parameter structure. - * - * All precision parameters used in the other modules are listed here - * and assigned here a default value. - * - * @param ppr Input/Output: a precision_params structure pointer - * @return the error status - * - */ + /** 1.e.2) Shape of the potential */ + /* Read */ + class_call(parser_read_string(pfc,"full_potential",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if (strcmp(string1,"polynomial") == 0){ + ppm->potential = polynomial; + } + else if (strcmp(string1,"higgs_inflation") == 0){ + ppm->potential = higgs_inflation; + } + else{ + class_stop(errmsg,"You specified 'full_potential' as '%s'. It has to be one of {'polynomial','higgs_inflation'}.",string1); + } + } -int input_default_precision ( struct precision * ppr ) { + /** 1.e.3) Parameters of the potential */ + /* Read */ + class_read_double("Vparam0",ppm->V0); + class_read_double("Vparam1",ppm->V1); + class_read_double("Vparam2",ppm->V2); + class_read_double("Vparam3",ppm->V3); + class_read_double("Vparam4",ppm->V4); - /** Initialize presicion parameters for different structures: - * - parameters related to the background - */ + /** 1.e.4) How much the scale factor a or the product (aH) increases between + Hubble crossing for the pivot scale (during inflation) and the + end of inflation */ + /* Read */ + class_call(parser_read_string(pfc,"ln_aH_ratio",&string1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_string(pfc,"N_star",&string2,&flag2,errmsg), + errmsg, + errmsg); + /* Test */ + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), + errmsg, + "You can only enter one of 'ln_aH_ratio' or 'N_star'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if ((strstr(string1,"auto") != NULL) || (strstr(string1,"AUTO") != NULL)){ + ppm->phi_pivot_method = ln_aH_ratio_auto; + } + else { + ppm->phi_pivot_method = ln_aH_ratio; + class_read_double("ln_aH_ratio",ppm->phi_pivot_target); + } + } + if (flag2 == _TRUE_) { + ppm->phi_pivot_method = N_star; + class_read_double("N_star",ppm->phi_pivot_target); + } - ppr->a_ini_over_a_today_default = 1.e-14; - ppr->back_integration_stepsize = 7.e-3; - ppr->tol_background_integration = 1.e-2; + /** 1.e.5) Should the inflation module do its nomral job of numerical + integration ('numerical') or use analytical slow-roll formulas + to infer the primordial spectrum from the potential + ('analytical')? */ + /* Read */ + class_call(parser_read_string(pfc,"inflation_behavior",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if (strstr(string1,"numerical") != NULL){ + ppm->behavior = numerical; + } + else if (strstr(string1,"analytical") != NULL){ + ppm->behavior = analytical; + } + else{ + class_stop(errmsg,"You specified 'inflation_behavior' as '%s'. It has to be one of {'numerical','analytical'}.",string1); + } + } + } - ppr->tol_initial_Omega_r = 1.e-4; - ppr->tol_M_ncdm = 1.e-7; - ppr->tol_ncdm = 1.e-3; - ppr->tol_ncdm_synchronous = 1.e-3; - ppr->tol_ncdm_newtonian = 1.e-5; - ppr->tol_ncdm_bg = 1.e-5; - ppr->tol_ncdm_initial_w=1.e-3; + /** 1.f) For type 'two_scales' */ + else if (ppm->primordial_spec_type == two_scales) { - ppr->tol_tau_eq = 1.e-6; + /** 1.f.1) Wavenumbers */ + /* Read */ + class_read_double("k1",k1); + class_read_double("k2",k2); + /* Test */ + class_test(k1<=0.,errmsg,"enter strictly positive scale k1"); + class_test(k2<=0.,errmsg,"enter strictly positive scale k2"); - /** - * - parameters related to the thermodynamics - */ + if (ppt->has_scalars == _TRUE_){ - /* for bbn */ - sprintf(ppr->sBBN_file,__CLASSDIR__); - strcat(ppr->sBBN_file,"/bbn/sBBN_2017.dat"); + /** 1.f.2) Amplitudes for the adiabatic primordial spectrum */ + /* Read */ + class_read_double("P_{RR}^1",prr1); + class_read_double("P_{RR}^2",prr2); + /* Test */ + class_test(prr1<=0.,errmsg,"enter strictly positive scale P_{RR}^1"); + class_test(prr2<=0.,errmsg,"enter strictly positive scale P_{RR}^2"); + /* Complete set of parameters */ + ppm->n_s = log(prr2/prr1)/log(k2/k1)+1.; + ppm->A_s = prr1*exp((ppm->n_s-1.)*log(ppm->k_pivot/k1)); - /* for recombination */ + /** 1.f.3) Isocurvature amplitudes */ + if ((ppt->has_bi == _TRUE_) || (ppt->has_cdi == _TRUE_) || (ppt->has_nid == _TRUE_) || (ppt->has_niv == _TRUE_)){ + /* Read */ + class_read_double("P_{II}^1",pii1); + class_read_double("P_{II}^2",pii2); + class_read_double("P_{RI}^1",pri1); + class_read_double("|P_{RI}^2|",pri2); + /* Test */ + class_test(pii1 <= 0., + errmsg, + "since you request iso modes, you should have P_{ii}^1 strictly positive"); + class_test(pii2 < 0., + errmsg, + "since you request iso modes, you should have P_{ii}^2 positive or eventually null"); + class_test(pri2 < 0., + errmsg, + "by definition, you should have |P_{ri}^2| positive or eventually null"); - ppr->recfast_z_initial=1.e4; - ppr->recfast_Nz0=20000; - ppr->tol_thermo_integration=1.e-2; + /** 1.f.4) Uncorrelated or anti-correlated? */ + /* Read */ + class_call(parser_read_string(pfc,"special iso",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if ((flag1 == _TRUE_) && (strstr(string1,"axion") != NULL)){ // Axion case, only one iso parameter: piir1 + n_iso = 1.; + n_cor = 0.; + c_cor = 0.; + } + else if ((flag1 == _TRUE_) && (strstr(string1,"anticurvaton") != NULL)){ // Curvaton case, only one iso parameter: piir1 + n_iso = ppm->n_s; + n_cor = 0.; + c_cor = 1.; + } + else if ((flag1 == _TRUE_) && (strstr(string1,"curvaton") != NULL)){ // inverted-correlation-curvaton case, only one iso parameter: piir1 + n_iso = ppm->n_s; + n_cor = 0.; + c_cor = -1.; + } + else{ // general case, but if pii2 or pri2=0, the code interprets it as a request for n_iso=n_ad or n_cor=0 respectively + if (pii2 == 0.){ + n_iso = ppm->n_s; + } + else{ + class_test((pii1==0.) || (pii2 == 0.) || (pii1*pii2<0.),errmsg,"should NEVER happen"); + n_iso = log(pii2/pii1)/log(k2/k1)+1.; + } + class_test(pri1==0,errmsg,"the general isocurvature case requires a non-zero P_{RI}^1"); + if (pri2 == 0.){ + n_cor = 0.; + } + else{ + class_test((pri1==0.) || (pri2 <= 0.) || (pii1*pii2<0),errmsg,"should NEVER happen"); + n_cor = log(pri2/fabs(pri1))/log(k2/k1)-0.5*(ppm->n_s+n_iso-2.); + } + c_cor = -pri1/sqrt(pii1*prr1)*exp(n_cor*log(ppm->k_pivot/k1)); + /* Test */ + class_test((pii1*prr1<=0.),errmsg,"should NEVER happen"); + class_test(fabs(pri1)/sqrt(pii1*prr1)>1,errmsg,"too large ad-iso cross-correlation in k1"); + class_test(fabs(pri1)/sqrt(pii1*prr1)*exp(n_cor*log(k2/k1))>1,errmsg,"too large ad-iso cross-correlation in k2"); + } + /* Complete set of parameters */ + class_test((pii1==0.) || (prr1 == 0.) || (pii1*prr1<0.),errmsg,"should NEVER happen"); + f_iso = sqrt(pii1/prr1)*exp(0.5*(n_iso-ppm->n_s)*log(ppm->k_pivot/k1)); + } + if (ppt->has_bi == _TRUE_){ + ppm->f_bi = f_iso; + ppm->n_bi = n_iso; + ppm->c_ad_bi = c_cor; + ppm->n_ad_bi = n_cor; + } + if (ppt->has_cdi == _TRUE_){ + ppm->f_cdi = f_iso; + ppm->n_cdi = n_iso; + ppm->c_ad_cdi = c_cor; + ppm->n_ad_cdi = n_cor; + } + if (ppt->has_nid == _TRUE_){ + ppm->f_nid = f_iso; + ppm->n_nid = n_iso; + ppm->c_ad_nid = c_cor; + ppm->n_ad_nid = n_cor; + } + if (ppt->has_niv == _TRUE_){ + ppm->f_niv = f_iso; + ppm->n_niv = n_iso; + ppm->c_ad_niv = c_cor; + ppm->n_ad_niv = n_cor; + } + } + ppm->primordial_spec_type = analytic_Pk; + } - ppr->recfast_Heswitch=6; /* from recfast 1.4 */ - ppr->recfast_fudge_He=0.86; /* from recfast 1.4 */ + /** 1.g) For type 'external_Pk' */ + else if (ppm->primordial_spec_type == external_Pk){ - ppr->recfast_Hswitch = _TRUE_; /* from recfast 1.5 */ - ppr->recfast_fudge_H = 1.14; /* from recfast 1.4 */ - ppr->recfast_delta_fudge_H = -0.015; /* from recfast 1.5.2 */ - ppr->recfast_AGauss1 = -0.14; /* from recfast 1.5 */ - ppr->recfast_AGauss2 = 0.079; /* from recfast 1.5.2 */ - ppr->recfast_zGauss1 = 7.28; /* from recfast 1.5 */ - ppr->recfast_zGauss2 = 6.73; /* from recfast 1.5.2 */ - ppr->recfast_wGauss1 = 0.18; /* from recfast 1.5 */ - ppr->recfast_wGauss2 = 0.33; /* from recfast 1.5 */ + /** 1.g.1) Command generating the table */ + /* Read */ + class_call(parser_read_string(pfc, "command", &string1, &flag1, errmsg), + errmsg, errmsg); + /* Test */ + class_test(strlen(string1) == 0, + errmsg, + "You omitted to write a command for the external Pk"); + /* Complete set of parameters */ + ppm->command = (char *) malloc (strlen(string1) + 1); + strcpy(ppm->command, string1); - ppr->recfast_z_He_1 = 8000.; /* from recfast 1.4 */ - ppr->recfast_delta_z_He_1 = 50.; /* found to be OK on 3.09.10 */ - ppr->recfast_z_He_2 = 5000.; /* from recfast 1.4 */ - ppr->recfast_delta_z_He_2 = 100.; /* found to be OK on 3.09.10 */ - ppr->recfast_z_He_3 = 3500.; /* from recfast 1.4 */ - ppr->recfast_delta_z_He_3 = 50.; /* found to be OK on 3.09.10 */ - ppr->recfast_x_He0_trigger = 0.995; /* raised from 0.99 to 0.995 for smoother Helium */ - ppr->recfast_x_He0_trigger2 = 0.995; /* raised from 0.985 to same as previous one for smoother Helium */ - ppr->recfast_x_He0_trigger_delta = 0.05; /* found to be OK on 3.09.10 */ - ppr->recfast_x_H0_trigger = 0.995; /* raised from 0.99 to 0.995 for smoother Hydrogen */ - ppr->recfast_x_H0_trigger2 = 0.995; /* raised from 0.98 to same as previous one for smoother Hydrogen */ - ppr->recfast_x_H0_trigger_delta = 0.05; /* found to be OK on 3.09.10 */ + /** 1.g.2) Command generating the table */ + /* Read */ + class_read_double("custom1",ppm->custom1); + class_read_double("custom2",ppm->custom2); + class_read_double("custom3",ppm->custom3); + class_read_double("custom4",ppm->custom4); + class_read_double("custom5",ppm->custom5); + class_read_double("custom6",ppm->custom6); + class_read_double("custom7",ppm->custom7); + class_read_double("custom8",ppm->custom8); + class_read_double("custom9",ppm->custom9); + class_read_double("custom10",ppm->custom10); + } - ppr->recfast_H_frac=1.e-3; /* from recfast 1.4 */ + /* Final tests */ + if ((ppm->primordial_spec_type == inflation_V) || (ppm->primordial_spec_type == inflation_H) || (ppm->primordial_spec_type == inflation_V_end)) { + class_test(ppt->has_scalars == _FALSE_, + errmsg, + "inflationary module cannot work if you do not ask for scalar modes"); + class_test(ppt->has_vectors == _TRUE_, + errmsg, + "inflationary module cannot work if you ask for vector modes"); + class_test(ppt->has_tensors == _FALSE_, + errmsg, + "inflationary module cannot work if you do not ask for tensor modes"); + class_test(ppt->has_bi == _TRUE_ || ppt->has_cdi == _TRUE_ || ppt->has_nid == _TRUE_ || ppt->has_niv == _TRUE_, + errmsg, + "inflationary module cannot work if you ask for isocurvature modes"); + } - sprintf(ppr->hyrec_Alpha_inf_file,__CLASSDIR__); - strcat(ppr->hyrec_Alpha_inf_file,"/hyrec/Alpha_inf.dat"); - sprintf(ppr->hyrec_R_inf_file,__CLASSDIR__); - strcat(ppr->hyrec_R_inf_file,"/hyrec/R_inf.dat"); - sprintf(ppr->hyrec_two_photon_tables_file,__CLASSDIR__); - strcat(ppr->hyrec_two_photon_tables_file,"/hyrec/two_photon_tables.dat"); + return _SUCCESS_; - /* for reionization */ +} - ppr->reionization_z_start_max = 50.; - ppr->reionization_sampling=5.e-2; - ppr->reionization_optical_depth_tol=1.e-4; - ppr->reionization_start_factor=8.; - /* general */ +/** + * Read the parameters of harmonic structure. + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppm Input: pointer to primordial structure + * @param ppt Input: pointer to perturbations structure + * @param ptr Input: pointer to transfer structure + * @param phr Input: pointer to harmonic structure + * @param pop Input: pointer to output structure + * @param errmsg Input: Error message + * @return the error status + */ - ppr->thermo_rate_smoothing_radius=50; +int input_read_parameters_spectra(struct file_content * pfc, + struct precision * ppr, + struct background * pba, + struct primordial * ppm, + struct perturbations * ppt, + struct transfer * ptr, + struct harmonic *phr, + struct output * pop, + ErrorMsg errmsg){ - /** - * - parameters related to the perturbations - */ + /** Summary: */ - ppr->evolver = ndf15; - - ppr->k_min_tau0=0.1; - ppr->k_max_tau0_over_l_max=2.4; // very relevant for accuracy of lensed ClTT at highest l's - ppr->k_step_sub=0.05; - ppr->k_step_super=0.002; - ppr->k_step_transition=0.2; - ppr->k_step_super_reduction=0.1; - ppr->k_per_decade_for_pk=10.; - ppr->k_per_decade_for_bao=70.; - ppr->k_bao_center=3.; - ppr->k_bao_width=4.; - - ppr->start_small_k_at_tau_c_over_tau_h = 1.e-4; /* decrease to start earlier in time */ - ppr->start_large_k_at_tau_h_over_tau_k = 1.e-4; /* decrease to start earlier in time */ - ppr->tight_coupling_trigger_tau_c_over_tau_h=0.015; /* decrease to switch off earlier in time */ - ppr->tight_coupling_trigger_tau_c_over_tau_k=0.01; /* decrease to switch off earlier in time */ - ppr->start_sources_at_tau_c_over_tau_h = 0.008; /* decrease to start earlier in time */ - ppr->tight_coupling_approximation=(int)compromise_CLASS; - - ppr->l_max_g=12; - ppr->l_max_pol_g=10; - ppr->l_max_dr=17; - ppr->l_max_ur=17; - ppr->l_max_ncdm=17; - ppr->l_max_g_ten=5; - ppr->l_max_pol_g_ten=5; - - ppr->curvature_ini=1.; /* initial curvature; used to fix adiabatic initial conditions; must remain fixed to one as long as the primordial adiabatic spectrum stands for the curvature power spectrum */ - ppr->entropy_ini=1.; /* initial entropy; used to fix isocurvature initial conditions; must remain fixed to one as long as the primordial isocurvature spectrum stands for an entropy power spectrum */ - //ppr->gw_ini=0.25; /* to match normalization convention for GW in most of literature and ensure standard definition of r */ - ppr->gw_ini=1.; - - ppr->perturb_integration_stepsize=0.5; - - ppr->tol_tau_approx=1.e-10; - ppr->tol_perturb_integration=1.e-5; - ppr->perturb_sampling_stepsize=0.05; - - ppr->radiation_streaming_approximation = rsa_MD_with_reio; - ppr->radiation_streaming_trigger_tau_over_tau_k = 45.; - ppr->radiation_streaming_trigger_tau_c_over_tau = 5.; - - ppr->ur_fluid_approximation = ufa_CLASS; - ppr->ur_fluid_trigger_tau_over_tau_k = 30.; - - ppr->ncdm_fluid_approximation = ncdmfa_CLASS; - ppr->ncdm_fluid_trigger_tau_over_tau_k = 31.; - - ppr->neglect_CMB_sources_below_visibility = 1.e-3; + /** Define local variables */ + int flag1, flag2; + double param1, param2; + char string1[_ARGUMENT_LENGTH_MAX_]; + int int1; + double * pointer1; + int i; + double z_max=0.; + int bin; - /** - * - parameter related to the quasi-static approximation scheme (qs_smg) - */ + /** 1) Maximum l for CLs */ + /* Read */ + if (ppt->has_cls == _TRUE_) { + if (ppt->has_scalars == _TRUE_) { + if ((ppt->has_cl_cmb_temperature == _TRUE_) || (ppt->has_cl_cmb_polarization == _TRUE_) || (ppt->has_cl_cmb_lensing_potential == _TRUE_)){ + class_read_double("l_max_scalars",ppt->l_scalar_max); + } + if ((ppt->has_cl_lensing_potential == _TRUE_) || (ppt->has_cl_number_count == _TRUE_)){ + class_read_double("l_max_lss",ppt->l_lss_max); + } + } + if (ppt->has_vectors == _TRUE_){ + class_read_double("l_max_vectors",ppt->l_vector_max); + } + if (ppt->has_tensors == _TRUE_) { + class_read_double("l_max_tensors",ppt->l_tensor_max); + } + } - ppr->n_min_qs_smg = 1e2; - ppr->n_max_qs_smg = 1e4; - ppr->z_fd_qs_smg = 10.; - ppr->trigger_mass_qs_smg = 1.e3; - ppr->trigger_rad_qs_smg = 1.e3; - ppr->eps_s_qs_smg = 0.01; - ppr->get_h_from_trace_smg = _FALSE_; - // precision parameters for setting initial conditions + /** 2) Parameters for the the matter density number count */ + if ((ppt->has_cl_number_count == _TRUE_) || (ppt->has_cl_lensing_potential == _TRUE_)) { - ppr->min_a_pert_smg = 1.; - ppr->pert_ic_ini_z_ref_smg = 1e10;/* redshift at which initial IC stability test performed */ - ppr->pert_ic_tolerance_smg = 2e-2; /* tolerance to deviations from n=2 for IC h~tau^n as evaluated at pert_ic_ini_z_ref_smg. Negative values override test */ - ppr->pert_ic_regulator_smg = 1e-15; /* minumum size of denominator in IC expressions: regulate to prevent infinities. Negative => off */ - ppr->pert_qs_ic_tolerance_test_smg = 1; /* Maximal contribution to zeta non-conservation source from QS SMG in (0i) Einstein equation*/ + /** 2.a) Selection functions W(z) of each redshift bin */ + /* Read */ + class_call(parser_read_string(pfc,"selection",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if (strstr(string1,"gaussian") != NULL){ + ppt->selection=gaussian; + } + else if (strstr(string1,"tophat") != NULL){ + ppt->selection=tophat; + } + else if (strstr(string1,"dirac") != NULL){ + ppt->selection=dirac; + } + else { + class_stop(errmsg,"You specified 'selection' as '%s'. It has to be one of {'gaussian','tophat','dirac'}.",string1); + } + } + /* Read */ + class_call(parser_read_list_of_doubles(pfc,"selection_mean",&(int1),&(pointer1),&flag1,errmsg), + errmsg, + errmsg); + if ((flag1 == _TRUE_) && (int1>0)) { + /* Test */ + class_test(int1 > _SELECTION_NUM_MAX_,errmsg, + "you want to compute density Cl's for %d different bins, hence you should increase _SELECTION_NUM_MAX_ in include/perturbations.h to at least this number.",int1); + /* Complete set of parameters */ + ppt->selection_num = int1; + for (i=0; i 1000.),errmsg, + "input of selection functions: you asked for a mean redshift equal to %e, is this a mistake?",pointer1[i]); + /* Complete set of parameters */ + ppt->selection_mean[i] = pointer1[i]; + } + free(pointer1); + for (i=1; iselection_mean[i]<=ppt->selection_mean[i-1], + errmsg, + "input of selection functions: the list of mean redshifts must be passed in growing order; you entered %e before %e.",ppt->selection_mean[i-1],ppt->selection_mean[i]); + /* Complete set of parameters */ + ppt->selection_width[i] = ppt->selection_width[0]; + ptr->selection_bias[i] = ptr->selection_bias[0]; + ptr->selection_magnification_bias[i] = ptr->selection_magnification_bias[0]; + } + /* Read */ + class_call(parser_read_list_of_doubles(pfc,"selection_width",&int1,&pointer1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if ((flag1 == _TRUE_) && (int1>0)) { + if (int1==1) { + for (i=0; iselection_num; i++) { + ppt->selection_width[i] = pointer1[0]; + } + } + else if (int1==ppt->selection_num) { + for (i=0; iselection_width[i] = pointer1[i]; + } + } + else { + class_stop(errmsg, + "In input for selection function, you asked for %d bin centers and %d bin widths; number of bins unclear; you should pass either one bin width (common to all bins) or %d bin widths.",ppt->selection_num,int1,ppt->selection_num); + } + free(pointer1); + } - /** - * - parameter related to the primordial spectra - */ + /* Read */ + class_call(parser_read_list_of_doubles(pfc,"selection_bias",&int1,&pointer1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if ((flag1 == _TRUE_) && (int1>0)) { + if (int1==1) { + for (i=0; iselection_num; i++) { + ptr->selection_bias[i] = pointer1[0]; + } + } + else if (int1==ppt->selection_num) { + for (i=0; iselection_bias[i] = pointer1[i]; + } + } + else { + class_stop(errmsg, + "In input for selection function, you asked for %d bin centers and %d bin biases; number of bins unclear; you should pass either one bin bias (common to all bins) or %d bin biases.", + ppt->selection_num,int1,ppt->selection_num); + } + free(pointer1); + } - ppr->k_per_decade_primordial = 10.; - - ppr->primordial_inflation_ratio_min=100.; - ppr->primordial_inflation_ratio_max=1/50.; - ppr->primordial_inflation_phi_ini_maxit=10000; - ppr->primordial_inflation_pt_stepsize=0.01; - ppr->primordial_inflation_bg_stepsize=0.005; - ppr->primordial_inflation_tol_integration=1.e-3; - ppr->primordial_inflation_attractor_precision_pivot=0.001; - ppr->primordial_inflation_attractor_precision_initial=0.1; - ppr->primordial_inflation_attractor_maxit=10; - ppr->primordial_inflation_tol_curvature=1.e-3; - ppr->primordial_inflation_aH_ini_target=0.9; - ppr->primordial_inflation_end_dphi=1.e-10; - ppr->primordial_inflation_end_logstep=10.; - ppr->primordial_inflation_small_epsilon=0.1; - ppr->primordial_inflation_small_epsilon_tol=0.01; - ppr->primordial_inflation_extra_efolds=2.; + /* Read */ + class_call(parser_read_list_of_doubles(pfc,"selection_magnification_bias",&int1,&pointer1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if ((flag1 == _TRUE_) && (int1>0)) { + if (int1==1) { + for (i=0; iselection_num; i++) { + ptr->selection_magnification_bias[i] = pointer1[0]; + } + } + else if (int1==ppt->selection_num) { + for (i=0; iselection_magnification_bias[i] = pointer1[i]; + } + } + else { + class_stop(errmsg, + "In input for selection function, you asked for %d bin centers and %d bin biases; number of bins unclear; you should pass either one bin bias (common to all bins) or %d bin biases.", + ppt->selection_num,int1,ppt->selection_num); + } + free(pointer1); + } + } - /** - * - parameter related to the transfer functions - */ + /* Read */ + if (ppt->selection_num > 1) { + class_read_int("non_diagonal",phr->non_diag); + if ((phr->non_diag<0) || (phr->non_diag>=ppt->selection_num)) + class_stop(errmsg,"Input for non_diagonal is %d, while it is expected to be between 0 and %d\n", + phr->non_diag,ppt->selection_num-1); + } - ppr->l_logstep=1.045; - ppr->l_linstep=50; - - ppr->hyper_x_min = 1.e-5; - ppr->hyper_sampling_flat = 8.; - ppr->hyper_sampling_curved_low_nu = 7.0; // changed from 6.0 to 7.0 in v2.6.0, otherwise C2 can be very wrong with large curvature - ppr->hyper_sampling_curved_high_nu = 3.0; - ppr->hyper_nu_sampling_step = 1000.; - ppr->hyper_phi_min_abs = 1.e-10; - ppr->hyper_x_tol = 1.e-4; - ppr->hyper_flat_approximation_nu = 4000.; - - ppr->q_linstep=0.45; - ppr->q_logstep_spline=170.; - ppr->q_logstep_open=6.; - ppr->q_logstep_trapzd=20.; - ppr->q_numstep_transition=250.; - - ppr->transfer_neglect_delta_k_S_t0 = 0.15; - ppr->transfer_neglect_delta_k_S_t1 = 0.04; - ppr->transfer_neglect_delta_k_S_t2 = 0.15; - ppr->transfer_neglect_delta_k_S_e = 0.11; - ppr->transfer_neglect_delta_k_V_t1 = 1.; - ppr->transfer_neglect_delta_k_V_t2 = 1.; - ppr->transfer_neglect_delta_k_V_e = 1.; - ppr->transfer_neglect_delta_k_V_b = 1.; - ppr->transfer_neglect_delta_k_T_t2 = 0.2; - ppr->transfer_neglect_delta_k_T_e = 0.25; - ppr->transfer_neglect_delta_k_T_b = 0.1; - - ppr->transfer_neglect_late_source = 400.; - - ppr->l_switch_limber=10.; - // For density Cl, we recommend not to use the Limber approximation - // at all, and hence to put here a very large number (e.g. 10000); but - // if you have wide and smooth selection functions you may wish to - // use it; then 100 might be OK - ppr->l_switch_limber_for_nc_local_over_z=100.; - // For terms integrated along the line-of-sight involving spherical - // Bessel functions (but not their derivatives), Limber - // approximation works well. High precision can be reached with 2000 - // only. But if you have wide and smooth selection functions you may - // reduce to e.g. 30. - ppr->l_switch_limber_for_nc_los_over_z=30.; - - ppr->selection_cut_at_sigma=5.; - ppr->selection_sampling=50; - ppr->selection_sampling_bessel=20; - ppr->selection_sampling_bessel_los=ppr->selection_sampling_bessel; - ppr->selection_tophat_edge=0.1; + /** 2.b) Selection function */ + /* Read */ + class_call(parser_read_string(pfc,"dNdz_selection",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if ((strstr(string1,"analytic") != NULL)){ + ptr->has_nz_analytic = _TRUE_; + } + else{ + ptr->has_nz_file = _TRUE_; + class_read_string("dNdz_selection",ptr->nz_file_name); + } + } - /** - * - parameters related to spectra module - */ + /** 2.c) Source number counts evolution */ + class_call(parser_read_string(pfc,"dNdz_evolution",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_) { + if ((strstr(string1,"analytic") != NULL)){ + ptr->has_nz_evo_analytic = _TRUE_; + } + else{ + ptr->has_nz_evo_file = _TRUE_; + class_read_string("dNdz_evolution",ptr->nz_evo_file_name); + } + } - /* nothing */ + } - /** - * - parameters related to nonlinear module - */ - ppr->halofit_min_k_nonlinear = 1.e-4; - ppr->halofit_min_k_max = 5.; - ppr->halofit_k_per_decade = 80.; - ppr->halofit_sigma_precision = 0.05; - ppr->halofit_tol_sigma = 1.e-6; - ppr->pk_eq_z_max = 5.; - ppr->pk_eq_tol = 1.e-7; + /** 3) Power spectrum P(k) */ + if ((ppt->has_pk_matter == _TRUE_) || (ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_)){ - /** - * - parameter related to lensing - */ + /** 3.a) Maximum k in P(k) */ + /* Read */ + class_call(parser_read_double(pfc,"P_k_max_h/Mpc",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"P_k_max_1/Mpc",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Test */ + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), + errmsg, + "You can only enter one of 'P_k_max_h/Mpc' or 'P_k_max_1/Mpc'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + ppt->k_max_for_pk = param1*pba->h; + } + if (flag2 == _TRUE_){ + ppt->k_max_for_pk = param2; + } - ppr->accurate_lensing=_FALSE_; - ppr->num_mu_minus_lmax=70; - ppr->delta_l_max=500; // 750 for 0.2% near l_max, 1000 for 0.1% + /** 3.a.1) Maximum k in primordial P(k) */ + /* Read */ + class_call(parser_read_double(pfc,"primordial_P_k_max_h/Mpc",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"primordial_P_k_max_1/Mpc",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Test */ + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), + errmsg, + "You can only enter one of 'primordial_P_k_max_h/Mpc' or 'primordial_P_k_max_1/Mpc'."); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + ppm->k_max_for_primordial_pk=param1*pba->h; + ppm->has_k_max_for_primordial_pk = _TRUE_; + } + if (flag2 == _TRUE_){ + ppm->k_max_for_primordial_pk=param2; + ppm->has_k_max_for_primordial_pk = _TRUE_; + } - /** - * - automatic estimate of machine precision - */ + /** 3.b) Redshift values */ + /* Read */ + class_call(parser_read_list_of_doubles(pfc,"z_pk",&int1,&pointer1,&flag1,errmsg), + errmsg, + errmsg); + /* Test */ + if (flag1 == _TRUE_) { + class_test(int1 > _Z_PK_NUM_MAX_, + errmsg, + "you want to write some output for %d different values of z, hence you should increase _Z_PK_NUM_MAX_ in include/output.h to at least this number", + int1); + /* Complete set of parameters */ + pop->z_pk_num = int1; + for (i=0; iz_pk[i] = pointer1[i]; + } + free(pointer1); + } - //get_machine_precision(&(ppr->smallest_allowed_variation)); - ppr->smallest_allowed_variation=DBL_EPSILON; + } - class_test(ppr->smallest_allowed_variation < 0, - ppr->error_message, - "smallest_allowed_variation = %e < 0",ppr->smallest_allowed_variation); + /** 3.c) Maximum redshift */ + if ((ppt->has_pk_matter == _TRUE_) || (ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_) || (ppt->has_cl_number_count == _TRUE_) || (ppt->has_cl_lensing_potential == _TRUE_)) { + /* Read */ + class_call(parser_read_double(pfc,"z_max_pk",¶m1,&flag1,errmsg), + errmsg, + errmsg); - ppr->tol_gauss_legendre = ppr->smallest_allowed_variation; + /* Complete set of parameters */ + if (flag1==_TRUE_) { + ppt->z_max_pk = param1; + } + /* * + * If we could not read a z_max, we need to define one. + * The limit could come from any of the contributions. + * We test here, which contribution requires the largest z_max + * */ + else { + ppt->z_max_pk = 0.; + /* For the z_pk related quantities, test here the z_pk requirements */ + if ((ppt->has_pk_matter == _TRUE_) || (ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_)) { + for (i=0; iz_pk_num; i++) { + ppt->z_max_pk = MAX(ppt->z_max_pk,pop->z_pk[i]); + } + } + /* For the number count / shear related quantities, test the selection function z_max */ + if ((ppt->has_cl_number_count == _TRUE_) || (ppt->has_cl_lensing_potential == _TRUE_)){ + for (bin=0; binselection_num; bin++) { + /* the few lines below should be consistent with their counterpart in transfer.c, in transfer_selection_times */ + if (ppt->selection==gaussian) { + z_max = ppt->selection_mean[bin]+ppt->selection_width[bin]*ppr->selection_cut_at_sigma; + } + if (ppt->selection==tophat) { + z_max = ppt->selection_mean[bin]+(1.+ppr->selection_cut_at_sigma*ppr->selection_tophat_edge)*ppt->selection_width[bin]; + } + if (ppt->selection==dirac) { + z_max = ppt->selection_mean[bin]; + } + ppt->z_max_pk = MAX(ppt->z_max_pk,z_max); + } + } + /* Now we have checked all contributions that could change z_max_pk */ + } + } return _SUCCESS_; } -int class_version( - char * version - ) { - - sprintf(version,"%s",_VERSION_); - return _SUCCESS_; -} /** - * Automatically computes the machine precision. - * - * @param smallest_allowed_variation a pointer to the smallest allowed variation + * Read the parameters of perturbations, transfer and lensing + * structures that are relevant for lensing. * - * Returns the smallest - * allowed variation (minimum epsilon * _TOLVAR_) + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param ppt Input: pointer to perturbations structure + * @param ptr Input: pointer to transfer structure + * @param ple Input: pointer to lensing structure + * @param errmsg Input: Error message + * @return the error status */ -int get_machine_precision(double * smallest_allowed_variation) { - double one, meps, sum; - - one = 1.0; - meps = 1.0; - do { - meps /= 2.0; - sum = one + meps; - } while (sum != one); - meps *= 2.0; +int input_read_parameters_lensing(struct file_content * pfc, + struct precision * ppr, + struct perturbations * ppt, + struct transfer * ptr, + struct lensing *ple, + ErrorMsg errmsg){ - *smallest_allowed_variation = meps * _TOLVAR_; - - return _SUCCESS_; + /** Summary: */ -} + /** Define local variables */ + int flag1,flag2; + double param1,param2; + char string1[_ARGUMENT_LENGTH_MAX_]; -int input_fzerofun_1d(double input, - void* pfzw, - double *output, - ErrorMsg error_message){ + /** 1) Lensed spectra? */ + /* Read */ + class_call(parser_read_string(pfc,"lensing",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if ((flag1 == _TRUE_) && (string_begins_with(string1,'y') || string_begins_with(string1,'Y'))){ + if ((ppt->has_scalars == _TRUE_) && ((ppt->has_cl_cmb_temperature == _TRUE_) || (ppt->has_cl_cmb_polarization == _TRUE_)) && (ppt->has_cl_cmb_lensing_potential == _TRUE_)){ + ple->has_lensed_cls = _TRUE_; + /* Slightly increase precision by delta_l_max for more precise lensed Cl's*/ + ppt->l_scalar_max += ppr->delta_l_max; + } + else { + class_stop(errmsg,"you asked for lensed CMB Cls, but this requires a minimal number of options: 'modes' should include 's', 'output' should include 'tCl' and/or 'pCl', and also, importantly, 'lCl', the CMB lensing potential spectrum."); + } + } - class_call(input_try_unknown_parameters(&input, - 1, - pfzw, - output, - error_message), - error_message, - error_message); - return _SUCCESS_; -} + /** 2) Should the lensed spectra be rescaled (either with just A_L, or otherwise with amplitude, and tilt and pivot scale in k space) */ + /* Read */ + if ((ppt->has_scalars == _TRUE_) && (ppt->has_cl_cmb_lensing_potential == _TRUE_)) { -int class_fzero_ridder(int (*func)(double x, void *param, double *y, ErrorMsg error_message), - double x1, - double x2, - double xtol, - void *param, - double *Fx1, - double *Fx2, - double *xzero, - int *fevals, - ErrorMsg error_message){ - /**Using Ridders' method, return the root of a function func known to - lie between x1 and x2. The root, returned as zriddr, will be found to - an approximate accuracy xtol. - */ - int j,MAXIT=1000; - double ans,fh,fl,fm,fnew,s,xh,xl,xm,xnew; - if ((Fx1!=NULL)&&(Fx2!=NULL)){ - fl = *Fx1; - fh = *Fx2; - } - else{ - class_call((*func)(x1, param, &fl, error_message), - error_message, error_message); - class_call((*func)(x2, param, &fh, error_message), - error_message, error_message); + class_call(parser_read_double(pfc,"A_L",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"lcmb_rescale",¶m2,&flag2,errmsg), + errmsg, + errmsg); - *fevals = (*fevals)+2; - } - if ((fl > 0.0 && fh < 0.0) || (fl < 0.0 && fh > 0.0)) { - xl=x1; - xh=x2; - ans=-1.11e11; - for (j=1;j<=MAXIT;j++) { - xm=0.5*(xl+xh); - class_call((*func)(xm, param, &fm, error_message), - error_message, error_message); - *fevals = (*fevals)+1; - s=sqrt(fm*fm-fl*fh); - if (s == 0.0){ - *xzero = ans; - //printf("Success 1\n"); - return _SUCCESS_; - } - xnew=xm+(xm-xl)*((fl >= fh ? 1.0 : -1.0)*fm/s); - if (fabs(xnew-ans) <= xtol) { - *xzero = ans; - return _SUCCESS_; - } - ans=xnew; - class_call((*func)(ans, param, &fnew, error_message), - error_message, error_message); - *fevals = (*fevals)+1; - if (fnew == 0.0){ - *xzero = ans; - //printf("Success 2, ans=%g\n",ans); - return _SUCCESS_; + if ((flag1 == _TRUE_) && (flag2 == _TRUE_)) { + class_stop(errmsg,"You cannot pass both A_l and lcdmb_rescale, choose one"); + } + else { + if (flag1 == _TRUE_) { + ptr->lcmb_rescale = sqrt(param1); } - if (NRSIGN(fm,fnew) != fm) { - xl=xm; - fl=fm; - xh=ans; - fh=fnew; - } else if (NRSIGN(fl,fnew) != fl) { - xh=ans; - fh=fnew; - } else if (NRSIGN(fh,fnew) != fh) { - xl=ans; - fl=fnew; - } else return _FAILURE_; - if (fabs(xh-xl) <= xtol) { - *xzero = ans; - // printf("Success 3\n"); - return _SUCCESS_; + if (flag2 == _TRUE_) { + ptr->lcmb_rescale = param2; } } - class_stop(error_message,"zriddr exceed maximum iterations"); - } - else { - if (fl == 0.0) return x1; - if (fh == 0.0) return x2; - class_stop(error_message,"root must be bracketed in zriddr."); + class_read_double("lcmb_tilt",ptr->lcmb_tilt); + class_read_double("lcmb_pivot",ptr->lcmb_pivot); } - class_stop(error_message,"Failure in int."); + + /** 3) In general, do we want to use the full Limber scheme introduced in v3.2.2? With this full Limber scheme, the calculation of the CMB lensing potential spectrum C_l^phiphi for l > ppr->l_switch_limber is based on a new integration scheme. Compared to the previous scheme, which can be recovered by switching this parameter to _FALSE_, the new scheme uses a larger k_max and a coarser k-grid (or q-grid) than the CMB transfer function. The new scheme is used by default, because the old one is inaccurate at large l due to the too small k_max. */ + + class_read_flag("want_lcmb_full_limber",ppt->want_lcmb_full_limber); + + return _SUCCESS_; + } -int input_try_unknown_parameters(double * unknown_parameter, - int unknown_parameters_size, - void * voidpfzw, - double * output, - ErrorMsg errmsg){ - /** Summary: - * - Call the structures*/ - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ - struct lensing le; /* for lensed spectra */ - struct output op; /* for output files */ - int i; - double rho_dcdm_today, rho_dr_today; - struct fzerofun_workspace * pfzw; - int input_verbose; - int flag; - int param; - short compute_sigma8 = _FALSE_; +/** + * Read free parameters of distortions structure. + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param psd Input: pointer to distortions structure + * @param errmsg Input: Error message + * @return the error status + */ - pfzw = (struct fzerofun_workspace *) voidpfzw; +int input_read_parameters_distortions(struct file_content * pfc, + struct precision * ppr, + struct distortions * psd, + ErrorMsg errmsg){ - for (i=0; i < unknown_parameters_size; i++) { - sprintf(pfzw->fc.value[pfzw->unknown_parameters_index[i]], - "%e",unknown_parameter[i]); - } - - class_call(input_read_parameters(&(pfzw->fc), - &pr, - &ba, - &th, - &pt, - &tr, - &pm, - &sp, - &nl, - &le, - &op, - errmsg), - errmsg, - errmsg); + /** Summary: */ - class_call(parser_read_int(&(pfzw->fc), - "input_verbose", - ¶m, - &flag, - errmsg), + /** Define local variables */ + int flag1, flag2; + char string1[_ARGUMENT_LENGTH_MAX_]; + double param1, param2; + double updated_nu_max; + + /** 1) Branching ratio approximation */ + /* Read */ + class_call(parser_read_string(pfc,"sd_branching_approx",&string1,&flag1,errmsg), errmsg, errmsg); + /* Complete set of parameters */ - if (flag == _TRUE_) - input_verbose = param; - else - input_verbose = 0; - - /** - Optimise flags for sigma8 calculation.*/ - for (i=0; i < unknown_parameters_size; i++) { - if (pfzw->target_name[i] == sigma8) { - compute_sigma8 = _TRUE_; + if (flag1 == _TRUE_){ + if ( (strstr(string1,"sharp_sharp") != NULL) || (strstr(string1,"sharp sharp") != NULL) ) { + psd->sd_branching_approx = bra_sharp_sharp; + psd->sd_PCA_size = 0; + } + else if ( (strstr(string1,"sharp_soft") != NULL) || (strstr(string1,"sharp soft") != NULL) ) { + psd->sd_branching_approx = bra_sharp_soft; + psd->sd_PCA_size = 0; + } + else if ( (strstr(string1,"soft_soft") != NULL) || (strstr(string1,"soft soft") != NULL) ) { + psd->sd_branching_approx = bra_soft_soft; + psd->sd_PCA_size = 0; + } + else if ( (strstr(string1,"soft_soft_cons") != NULL) || (strstr(string1,"soft soft cons") != NULL) ) { + psd->sd_branching_approx = bra_soft_soft_cons; + psd->sd_PCA_size = 0; + } + else if ( (strstr(string1,"exact") != NULL) ) { + psd->sd_branching_approx = bra_exact; + } + else{ + class_stop(errmsg,"You specified 'branching_approx' as '%s'. It has to be one of {'sharp_sharp','sharp_soft','soft_soft','soft_soft_cons','exact'}.",string1); } } - if (compute_sigma8 == _TRUE_) { - pt.k_max_for_pk=1.0; - pt.has_pk_matter=_TRUE_; - pt.has_perturbations = _TRUE_; - pt.has_cl_cmb_temperature = _FALSE_; - pt.has_cls = _FALSE_; - pt.has_cl_cmb_polarization = _FALSE_; - pt.has_cl_cmb_lensing_potential = _FALSE_; - pt.has_cl_number_count = _FALSE_; - pt.has_cl_lensing_potential=_FALSE_; - pt.has_density_transfers=_FALSE_; - pt.has_velocity_transfers=_FALSE_; - } + /* Only read these if 'bra_exact' has been set (could also be set from default) */ + if (psd->sd_branching_approx == bra_exact){ - /** - Do computations */ - if (pfzw->required_computation_stage >= cs_background){ - if (input_verbose>2) - printf("Stage 1: background\n"); - ba.background_verbose = 0; - class_call(background_init(&pr,&ba), ba.error_message, errmsg); - } + /** 1.a.1) Number of multipoles in PCA expansion */ + /* Read */ + class_read_int("sd_PCA_size",psd->sd_PCA_size); + /* Test */ + if (psd->sd_PCA_size < 0 || psd->sd_PCA_size > 6){ + psd->sd_PCA_size = 6; + } - if (pfzw->required_computation_stage >= cs_thermodynamics){ - if (input_verbose>2) - printf("Stage 2: thermodynamics\n"); - pr.recfast_Nz0 = 10000; - th.thermodynamics_verbose = 0; - class_call(thermodynamics_init(&pr,&ba,&th), th.error_message, errmsg); - } + /** 1.a.2) Detector name */ + /* Read */ + class_call(parser_read_string(pfc,"sd_detector_name",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + strcpy(psd->sd_detector_name,string1); + psd->has_user_defined_name = _TRUE_; + } - if (pfzw->required_computation_stage >= cs_perturbations){ - if (input_verbose>2) - printf("Stage 3: perturbations\n"); - pt.perturbations_verbose = 0; - class_call(perturb_init(&pr,&ba,&th,&pt), pt.error_message, errmsg); - } + /** 1.a.3) Detector specifics */ + /** 1.a.3.1) From file */ + /* Read */ + class_call(parser_read_string(pfc,"sd_detector_file",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + strcpy(psd->sd_detector_file_name,string1); + psd->has_detector_file = _TRUE_; + } - if (pfzw->required_computation_stage >= cs_primordial){ - if (input_verbose>2) - printf("Stage 4: primordial\n"); - pm.primordial_verbose = 0; - class_call(primordial_init(&pr,&pt,&pm), pm.error_message, errmsg); + /** 1.a.3.2) User defined */ + /* Read */ + class_call(parser_read_double(pfc,"sd_detector_nu_min",¶m1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + psd->sd_detector_nu_min = param1; + psd->has_user_defined_detector = _TRUE_; + } + /* Read */ + class_call(parser_read_double(pfc,"sd_detector_nu_max",¶m1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + psd->sd_detector_nu_max = param1; + psd->has_user_defined_detector = _TRUE_; + } + /* Read */ + class_call(parser_read_double(pfc,"sd_detector_nu_delta",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"sd_detector_bin_number",¶m2,&flag2,errmsg), + errmsg, + errmsg); + /* Test */ + class_test((flag1 == _TRUE_) && (flag2 == _TRUE_), + errmsg, + "You can only enter one of 'sd_detector_nu_delta' or 'sd_detector_bin_number'.", + psd->sd_detector_nu_delta,psd->sd_detector_bin_number); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + psd->sd_detector_nu_delta = param1; + psd->sd_detector_bin_number = ((int)ceil((psd->sd_detector_nu_max-psd->sd_detector_nu_min)/param1)); + psd->has_user_defined_detector = _TRUE_; + } + if (flag2 == _TRUE_){ + psd->sd_detector_nu_delta = (psd->sd_detector_nu_max-psd->sd_detector_nu_min)/param2; + psd->sd_detector_bin_number = param2; + psd->has_user_defined_detector = _TRUE_; + } + /* Update value of nu_max, given the number of bins */ + updated_nu_max = psd->sd_detector_nu_min+psd->sd_detector_nu_delta*psd->sd_detector_bin_number; + if (fabs(updated_nu_max-psd->sd_detector_nu_max) > ppr->tol_sd_detector){ + printf(" -> WARNING: The value of 'sd_detector_nu_max' has been updated to %7.3e to accommodate the binning of your detector.\n",updated_nu_max); + psd->sd_detector_nu_max = updated_nu_max; + } + /* Read */ + class_call(parser_read_double(pfc,"sd_detector_delta_Ic",¶m1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + psd->sd_detector_delta_Ic = 1.0e-26*param1; + psd->has_user_defined_detector = _TRUE_; + } } - if (pfzw->required_computation_stage >= cs_nonlinear){ - if (input_verbose>2) - printf("Stage 5: nonlinear\n"); - nl.nonlinear_verbose = 0; - class_call(nonlinear_init(&pr,&ba,&th,&pt,&pm,&nl), nl.error_message, errmsg); - } + /* Final tests */ + class_test(psd->sd_branching_approx != bra_exact && psd->sd_PCA_size > 0, + errmsg, + "The PCA expansion is possible only for 'branching_approx = exact'"); + class_test(psd->has_detector_file && psd->has_user_defined_detector, + errmsg, + "You can only enter the noise file {'%s'} or the specifications {'%s','%s'/'%s','%s'}.", + "sd_detector_file","sd_detector_nu_min","sd_detector_nu_max", + "sd_detector_nu_delta","sd_detector_bin_number","sd_detector_delta_Ic"); - if (pfzw->required_computation_stage >= cs_transfer){ - if (input_verbose>2) - printf("Stage 6: transfer\n"); - tr.transfer_verbose = 0; - class_call(transfer_init(&pr,&ba,&th,&pt,&nl,&tr), tr.error_message, errmsg); - } - if (pfzw->required_computation_stage >= cs_spectra){ - if (input_verbose>2) - printf("Stage 7: spectra\n"); - sp.spectra_verbose = 0; - class_call(spectra_init(&pr,&ba,&pt,&pm,&nl,&tr,&sp),sp.error_message, errmsg); - } + /** 2) Only calculate exotic energy injections and no LCDM processes for spectral distortions ? */ + class_read_flag("sd_only_exotic",psd->include_only_exotic); + /** 3) Include g distortions? */ + class_read_flag("sd_include_g_distortion",psd->include_g_distortion); - for (i=0; i < pfzw->target_size; i++) { - switch (pfzw->target_name[i]) { - case theta_s: - output[i] = 100.*th.rs_rec/th.ra_rec-pfzw->target_value[i]; - break; - case Omega_dcdmdr: - rho_dcdm_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dcdm]; - if (ba.has_dr == _TRUE_) - rho_dr_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dr]; - else - rho_dr_today = 0.; - output[i] = (rho_dcdm_today+rho_dr_today)/(ba.H0*ba.H0)-pfzw->target_value[i]; - break; - case omega_dcdmdr: - rho_dcdm_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dcdm]; - if (ba.has_dr == _TRUE_) - rho_dr_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dr]; - else - rho_dr_today = 0.; - output[i] = (rho_dcdm_today+rho_dr_today)/(ba.H0*ba.H0)-pfzw->target_value[i]/ba.h/ba.h; - break; - case Omega_scf: - /** - In case scalar field is used to fill, pba->Omega0_scf is not equal to pfzw->target_value[i].*/ - output[i] = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_scf]/(ba.H0*ba.H0) - -ba.Omega0_scf; - break; - case Omega_smg: - output[i] = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_smg]/pow(ba.H0,2) - -ba.Omega0_smg; - if (input_verbose > 2) - printf(" param[%i] = %e, Omega_smg = %.3e, %.3e, target = %.2e \n",ba.tuning_index_smg, ba.parameters_smg[ba.tuning_index_smg], - ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_smg] - /ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_crit], ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_smg] - /pow(ba.H0,2),output[i]); - break; - case M_pl_today_smg: - output[i] = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_M2_smg] - -ba.M_pl_today_smg; - printf("M_pl = %e, want %e, param=%e\n", - ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_M2_smg], - ba.M_pl_today_smg, - ba.parameters_smg[ba.tuning_index_2_smg] - ); - break; - case omega_ini_dcdm: - rho_dcdm_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dcdm]; - if (ba.has_dr == _TRUE_) - rho_dr_today = ba.background_table[(ba.bt_size-1)*ba.bg_size+ba.index_bg_rho_dr]; - else - rho_dr_today = 0.; - output[i] = -(rho_dcdm_today+rho_dr_today)/(ba.H0*ba.H0)+ba.Omega0_dcdmdr; - break; - case sigma8: - output[i] = sp.sigma8-pfzw->target_value[i]; - break; - } - } + + /** 4) Set g-distortions to zero? */ + class_call(parser_read_double(pfc,"sd_add_y",&psd->sd_add_y,&flag1,errmsg), + errmsg, + errmsg); + class_call(parser_read_double(pfc,"sd_add_mu",&psd->sd_add_mu,&flag1,errmsg), + errmsg, + errmsg); - /** - Free structures */ - if (pfzw->required_computation_stage >= cs_spectra){ - class_call(spectra_free(&sp), sp.error_message, errmsg); - } - if (pfzw->required_computation_stage >= cs_transfer){ - class_call(transfer_free(&tr), tr.error_message, errmsg); - } - if (pfzw->required_computation_stage >= cs_nonlinear){ - class_call(nonlinear_free(&nl), nl.error_message, errmsg); - } - if (pfzw->required_computation_stage >= cs_primordial){ - class_call(primordial_free(&pm), pm.error_message, errmsg); - } - if (pfzw->required_computation_stage >= cs_perturbations){ - class_call(perturb_free(&pt), pt.error_message, errmsg); - } - if (pfzw->required_computation_stage >= cs_thermodynamics){ - class_call(thermodynamics_free(&th), th.error_message, errmsg); - } - if (pfzw->required_computation_stage >= cs_background){ - class_call(background_free(&ba), ba.error_message, errmsg); - } + /** 5) Include SZ effect from reionization? */ + class_read_flag("include_SZ_effect",psd->has_SZ_effect); - /** - Set filecontent to unread */ - for (i=0; ifc.size; i++) { - pfzw->fc.read[i] = _FALSE_; + if (psd->has_SZ_effect == _TRUE_){ + /** 5.a) Type of calculation */ + /* Read */ + class_call(parser_read_string(pfc,"sd_reio_type",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if (strcmp(string1,"Nozawa_2005") == 0){ + psd->sd_reio_type = sd_reio_Nozawa; + } + else if (strcmp(string1,"Chluba_2012") == 0){ + psd->sd_reio_type = sd_reio_Chluba; + } + else { + class_stop(errmsg, + "You specified 'sd_reio_type' as '%s'. It has to be one of {'Nozawa_2005','Chluba_2012'}.",string1); + } + } } return _SUCCESS_; + } -int input_get_guess(double *xguess, - double *dxdy, - struct fzerofun_workspace * pfzw, - ErrorMsg errmsg){ - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ - struct lensing le; /* for lensed spectra */ - struct output op; /* for output files */ - int i; +/** + * Read obsolete/additional parameters that are not assigned to a specific structure + * + * @param pfc Input: pointer to local structure + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param errmsg Input: Error message + * @return the error status + */ - double Omega_M, a_decay, gamma, Omega0_dcdmdr=1.0; - int index_guess; +int input_read_parameters_additional(struct file_content* pfc, + struct precision* ppr, + struct background* pba, + struct thermodynamics* pth, + ErrorMsg errmsg){ - /* Cheat to read only known parameters: */ - pfzw->fc.size -= pfzw->target_size; - class_call(input_read_parameters(&(pfzw->fc), - &pr, - &ba, - &th, - &pt, - &tr, - &pm, - &sp, - &nl, - &le, - &op, - errmsg), + /** Summary: */ + + /** Define local variables */ + int flag1; + double param1; + char string1[_ARGUMENT_LENGTH_MAX_]; + + /** + * Here we can place all obsolete (deprecated) names for the precision parameters + * that will still be read as of the current version. + * There is however, no guarantee that this will be true for future versions as well. + * The new parameter names should be used preferrably. + * */ + class_read_double("k_scalar_min_tau0",ppr->k_min_tau0); + class_read_double("k_scalar_max_tau0_over_l_max",ppr->k_max_tau0_over_l_max); + class_read_double("k_scalar_step_sub",ppr->k_step_sub); + class_read_double("k_scalar_step_super",ppr->k_step_super); + class_read_double("k_scalar_step_transition",ppr->k_step_transition); + class_read_double("k_scalar_k_per_decade_for_pk",ppr->k_per_decade_for_pk); + class_read_double("k_scalar_k_per_decade_for_bao",ppr->k_per_decade_for_bao); + class_read_double("k_scalar_bao_center",ppr->k_bao_center); + class_read_double("k_scalar_bao_width",ppr->k_bao_width); + + class_read_double("k_step_trans_scalars",ppr->q_linstep); + class_read_double("k_step_trans_tensors",ppr->q_linstep); + class_read_double("k_step_trans",ppr->q_linstep); + class_read_double("q_linstep_trans",ppr->q_linstep); + class_read_double("q_logstep_trans",ppr->q_logstep_spline); + + /** Here are slgihtly more obsolete parameters, these will not even be read, only give an error message */ + class_call(parser_read_double(pfc,"bias",¶m1,&flag1,errmsg), errmsg, errmsg); - pfzw->fc.size += pfzw->target_size; - /** Summary: */ - /** - Here we should write reasonable guesses for the unknown parameters. - Also estimate dxdy, i.e. how the unknown parameter responds to the known. - This can simply be estimated as the derivative of the guess formula.*/ + class_test(flag1 == _TRUE_, + errmsg, + "the input parameter 'bias' is obsolete, because you can now pass an independent light-to-mass bias for each bin/selection function. The new input name is 'selection_bias'. It can be set to a single number (common bias for all bins) or as many numbers as the number of bins"); - for (index_guess=0; index_guess < pfzw->target_size; index_guess++) { - switch (pfzw->target_name[index_guess]) { - case theta_s: - xguess[index_guess] = 3.54*pow(pfzw->target_value[index_guess],2)-5.455*pfzw->target_value[index_guess]+2.548; - dxdy[index_guess] = (7.08*pfzw->target_value[index_guess]-5.455); - /** - Update pb to reflect guess */ - ba.h = xguess[index_guess]; - ba.H0 = ba.h * 1.e5 / _c_; - break; - case Omega_dcdmdr: - Omega_M = ba.Omega0_cdm+ba.Omega0_dcdmdr+ba.Omega0_b; - /* This formula is exact in a Matter + Lambda Universe, but only - for Omega_dcdm, not the combined. - sqrt_one_minus_M = sqrt(1.0 - Omega_M); - xguess[index_guess] = pfzw->target_value[index_guess]* - exp(2./3.*ba.Gamma_dcdm/ba.H0* - atanh(sqrt_one_minus_M)/sqrt_one_minus_M); - dxdy[index_guess] = 1.0;//exp(2./3.*ba.Gamma_dcdm/ba.H0*atanh(sqrt_one_minus_M)/sqrt_one_minus_M); - */ - gamma = ba.Gamma_dcdm/ba.H0; - if (gamma < 1) - a_decay = 1.0; - else - a_decay = pow(1+(gamma*gamma-1.)/Omega_M,-1./3.); - xguess[index_guess] = pfzw->target_value[index_guess]/a_decay; - dxdy[index_guess] = 1./a_decay; - //printf("x = Omega_ini_guess = %g, dxdy = %g\n",*xguess,*dxdy); - break; - case omega_dcdmdr: - Omega_M = ba.Omega0_cdm+ba.Omega0_dcdmdr+ba.Omega0_b; - /* This formula is exact in a Matter + Lambda Universe, but only - for Omega_dcdm, not the combined. - sqrt_one_minus_M = sqrt(1.0 - Omega_M); - xguess[index_guess] = pfzw->target_value[index_guess]* - exp(2./3.*ba.Gamma_dcdm/ba.H0* - atanh(sqrt_one_minus_M)/sqrt_one_minus_M); - dxdy[index_guess] = 1.0;//exp(2./3.*ba.Gamma_dcdm/ba.H0*atanh(sqrt_one_minus_M)/sqrt_one_minus_M); - */ - gamma = ba.Gamma_dcdm/ba.H0; - if (gamma < 1) - a_decay = 1.0; - else - a_decay = pow(1+(gamma*gamma-1.)/Omega_M,-1./3.); - xguess[index_guess] = pfzw->target_value[index_guess]/ba.h/ba.h/a_decay; - dxdy[index_guess] = 1./a_decay/ba.h/ba.h; - //printf("x = Omega_ini_guess = %g, dxdy = %g\n",*xguess,*dxdy); - break; - case Omega_scf: + class_call(parser_read_double(pfc,"s_bias",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_test(flag1 == _TRUE_, + errmsg, + "the input parameter 's_bias' is obsolete, because you can now pass an independent magnitude bias for each bin/selection function. The new input name is 'selection_magnitude_bias'. It can be set to a single number (common magnitude bias for all bins) or as many numbers as the number of bins"); - /** - This guess is arbitrary, something nice using WKB should be implemented. - * - * - Version 2: use a fit: `xguess[index_guess] = 1.77835*pow(ba.Omega0_scf,-2./7.); - * dxdy[index_guess] = -0.5081*pow(ba.Omega0_scf,-9./7.)`; - * - * - Version 3: use attractor solution */ + class_call(parser_read_string(pfc,"l_switch_limber_for_cl_density_over_z",&string1,&flag1,errmsg), + errmsg, + errmsg); + class_test(flag1 == _TRUE_, + errmsg, + "You passed in input a precision parameter called l_switch_limber_for_cl_density_over_z. This syntax is deprecated since v2.5.0. Please use instead the two precision parameters l_switch_limber_for_nc_local_over_z, l_switch_limber_for_nc_los_over_z, defined in include/common.h, and allowing for better performance."); - if (ba.scf_tuning_index == 0){ - xguess[index_guess] = sqrt(3.0/ba.Omega0_scf); - dxdy[index_guess] = -0.5*sqrt(3.0)*pow(ba.Omega0_scf,-1.5); - } - else{ - /* Default: take the passed value as xguess and set dxdy to 1. */ - xguess[index_guess] = ba.scf_parameters[ba.scf_tuning_index]; - dxdy[index_guess] = 1.; - } - break; - case Omega_smg: - xguess[index_guess] = ba.parameters_smg[ba.tuning_index_smg]; - dxdy[index_guess] = ba.tuning_dxdy_guess_smg; - break; - //TODO CONTINUE HERE - case M_pl_today_smg: - xguess[index_guess] = ba.parameters_smg[ba.tuning_index_2_smg]; - dxdy[index_guess] = 1; - break; - case omega_ini_dcdm: - Omega0_dcdmdr = 1./(ba.h*ba.h); - case Omega_ini_dcdm: - /** - This works since correspondence is - Omega_ini_dcdm -> Omega_dcdmdr and - omega_ini_dcdm -> omega_dcdmdr */ - Omega0_dcdmdr *=pfzw->target_value[index_guess]; - Omega_M = ba.Omega0_cdm+Omega0_dcdmdr+ba.Omega0_b; - gamma = ba.Gamma_dcdm/ba.H0; - if (gamma < 1) - a_decay = 1.0; - else - a_decay = pow(1+(gamma*gamma-1.)/Omega_M,-1./3.); - xguess[index_guess] = pfzw->target_value[index_guess]*a_decay; - dxdy[index_guess] = a_decay; - if (gamma > 100) - dxdy[index_guess] *= gamma/100; + /* + class_call(parser_read_double(pfc,"annihilation",¶m1,&flag1,errmsg), + errmsg, + errmsg); + class_test(flag1 == _TRUE_, + errmsg, + "the input parameter 'annihilation' (that is, f_eff / m_DM in units m^3/s/Kg) is obsolete and replaced by 'DM_annihilation_efficiency' (that is, / m_DM in units m^3/s/J). If 'f_eff_type' is set to 'on_the_spot', f_eff is assumed to be one and the old/new parameters only differ by a factor c^2 in m2/s2 = 9.e16. For instance, annihilation=1.e-6 is the same as DM_annihilation_efficiency=9.e-22". + */ - //printf("x = Omega_ini_guess = %g, dxdy = %g\n",*xguess,*dxdy); - break; - case sigma8: - /* Assume linear relationship between A_s and sigma8 and fix coefficient - according to vanilla LambdaCDM. Should be good enough... */ - xguess[index_guess] = 2.43e-9/0.87659*pfzw->target_value[index_guess]; - dxdy[index_guess] = 2.43e-9/0.87659; - break; - } - //printf("xguess = %g\n",xguess[index_guess]); + /** Test additional input parameters related to precision parameters */ + if ((ppr->tight_coupling_approximation == (int)first_order_CLASS) || (ppr->tight_coupling_approximation == (int)second_order_CLASS)) { + pth->compute_cb2_derivatives = _TRUE_; } - for (i=0; ifc.size; i++) { - pfzw->fc.read[i] = _FALSE_; + class_test(ppr->ur_fluid_trigger_tau_over_tau_k==ppr->radiation_streaming_trigger_tau_over_tau_k, + errmsg, + "please choose different values for precision parameters ur_fluid_trigger_tau_over_tau_k and radiation_streaming_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); + + if (pba->N_ncdm>0) { + class_test(ppr->ncdm_fluid_trigger_tau_over_tau_k==ppr->radiation_streaming_trigger_tau_over_tau_k, + errmsg, + "please choose different values for precision parameters ncdm_fluid_trigger_tau_over_tau_k and radiation_streaming_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); + + class_test(ppr->ncdm_fluid_trigger_tau_over_tau_k==ppr->ur_fluid_trigger_tau_over_tau_k, + errmsg, + "please choose different values for precision parameters ncdm_fluid_trigger_tau_over_tau_k and ur_fluid_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); } - /** - Deallocate everything allocated by input_read_parameters */ - background_free_input(&ba); + if (pba->Omega0_idr != 0.){ + class_test(ppr->idr_streaming_trigger_tau_over_tau_k==ppr->radiation_streaming_trigger_tau_over_tau_k, + errmsg, + "please choose different values for precision parameters dark_radiation_trigger_tau_over_tau_k and radiation_streaming_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); + + class_test(ppr->idr_streaming_trigger_tau_over_tau_k==ppr->ur_fluid_trigger_tau_over_tau_k, + errmsg, + "please choose different values for precision parameters dark_radiation_trigger_tau_over_tau_k and ur_fluid_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); + + class_test(ppr->idr_streaming_trigger_tau_over_tau_k==ppr->ncdm_fluid_trigger_tau_over_tau_k, + errmsg, + "please choose different values for precision parameters dark_radiation_trigger_tau_over_tau_k and ncdm_fluid_trigger_tau_over_tau_k, in order to avoid switching two approximation schemes at the same time"); + } return _SUCCESS_; + } -int input_find_root(double *xzero, - int *fevals, - struct fzerofun_workspace *pfzw, - ErrorMsg errmsg){ - double x1, x2, f1, f2, dxdy, dx, dxdytrue, dxdyold; - int iter, iter2; - int return_function; + +/** + * Read the parameters of output structure. + * + * @param pfc Input: pointer to local structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbations structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to non-linear structure + * @param ple Input: pointer to lensing structure + * @param psd Input: pointer to distorsion structure + * @param pop Input: pointer to output structure + * @param errmsg Input: Error message + * @return the error status + */ + +int input_read_parameters_output(struct file_content * pfc, + struct background *pba, + struct thermodynamics *pth, + struct perturbations *ppt, + struct transfer *ptr, + struct primordial *ppm, + struct harmonic *phr, + struct fourier * pfo, + struct lensing *ple, + struct distortions *psd, + struct output *pop, + ErrorMsg errmsg){ + /** Summary: */ - /** - Fisrt we do our guess */ - class_call(input_get_guess(&x1, &dxdy, pfzw, errmsg), - errmsg, errmsg); + /** Define local variables */ + int flag1; + char string1[_ARGUMENT_LENGTH_MAX_]; + int int1; + double * pointer1; + int i; - // printf("x1= %g\n",x1); - class_call(input_fzerofun_1d(x1, - pfzw, - &f1, - errmsg), - errmsg, errmsg); - (*fevals)++; - //printf("x1= %g, f1= %g\n",x1,f1); + /** 1) Output for external files */ + /** 1.a) File name */ + /* Read */ + class_call(parser_read_string(pfc,"root",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + class_test(strlen(string1)>_FILENAMESIZE_-32,errmsg,"Root directory name is too long. Please install in other directory, or increase _FILENAMESIZE_ in common.h"); + strcpy(pop->root,string1); + } - /** - Do linear hunt for boundaries */ - dxdytrue=dxdy; - for (iter=1; iter<=31; iter++){ + /** 1.b) Headers */ + /* Read */ + class_read_flag("headers",pop->write_header); - //Set the search step size according to guessed dxdy on first pass - //then update with a real one on second pass and keep that until the end. + /** 1.c) Format */ + /* Read */ + class_call(parser_read_string(pfc,"format",&string1,&flag1,errmsg), + errmsg, + errmsg); + /* Complete set of parameters */ + if (flag1 == _TRUE_){ + if ((strstr(string1,"class") != NULL) || (strstr(string1,"CLASS") != NULL)){ + pop->output_format = class_format; + } + else if ((strstr(string1,"camb") != NULL) || (strstr(string1,"CAMB") != NULL)){ + pop->output_format = camb_format; + } + else{ + class_stop(errmsg,"You specified 'format' as '%s'. It has to be one of {'class','camb'}.",string1); + } + } - dx = 1.5*f1*dxdy; + /** 1.d) Background quantities */ + /* Read */ + class_read_flag_or_deprecated("write_background","write background",pop->write_background); - //BUG: problem if the guess is very good (f1~0) => no variation and no bracketing - // if f1write_thermodynamics); - // printf("f1 = %.3e, dxdy = %.3e, dx = %.3e \n",f1,dxdy,dx); + /** 1.f) Table of perturbations for certain wavenumbers k */ + /* Read */ + class_call(parser_read_list_of_doubles(pfc,"k_output_values",&int1,&pointer1,&flag1,errmsg), + errmsg, + errmsg); + if (flag1 == _TRUE_) { + /* Test */ + class_test(int1 > _MAX_NUMBER_OF_K_FILES_, + errmsg, + "you want to write some output for %d different values of k, hence you should increase _MAX_NUMBER_OF_K_FILES_ in include/perturbations.h to at least this number", + int1); + /* Complete set of parameters */ + ppt->k_output_values_num = int1; + for (i=0; ik_output_values[i] = pointer1[i]; + } + free(pointer1); + qsort (ppt->k_output_values, ppt->k_output_values_num, sizeof(double), compare_doubles); // Sort the k_array using qsort + ppt->store_perturbations = _TRUE_; + pop->write_perturbations = _TRUE_; + } + /** 1.g) Primordial spectra */ + /* Read */ + class_read_flag_or_deprecated("write_primordial","write primordial",pop->write_primordial); + + /** 1.h) Exotic energy injection output */ + /* Read */ + class_read_flag_or_deprecated("write_exotic_injection","write exotic injection",pop->write_exotic_injection); + + /** 1.i) Non-injected photon injection */ + /* Read */ + class_read_flag_or_deprecated("write_noninjection","write noninjection",pop->write_noninjection); + + /** 1.k) Spectral Distortions */ + /* Read */ + class_read_flag_or_deprecated("write_distortions","write distortions",pop->write_distortions); + + /** 2) Verbosity */ + /* Read */ + class_read_int("background_verbose",pba->background_verbose); + class_read_int("thermodynamics_verbose",pth->thermodynamics_verbose); + class_read_int("hyrec_verbose",pth->hyrec_verbose); + class_read_int("perturbations_verbose",ppt->perturbations_verbose); + class_read_int("transfer_verbose",ptr->transfer_verbose); + class_read_int("primordial_verbose",ppm->primordial_verbose); + class_read_int("harmonic_verbose",phr->harmonic_verbose); + class_read_int("fourier_verbose",pfo->fourier_verbose); + class_read_int("lensing_verbose",ple->lensing_verbose); + class_read_int("distortions_verbose",psd->distortions_verbose); + class_read_int("output_verbose",pop->output_verbose); - //x2 = x1 + search_dir*dx; + return _SUCCESS_; - x2 = x1 - dx; +} - for (iter2=1; iter2 <= 3; iter2++) { - return_function = input_fzerofun_1d(x2,pfzw,&f2,errmsg); - (*fevals)++; - //printf("x2= %g, f2= %g\n",x2,f2); - //fprintf(stderr,"iter2=%d\n",iter2); +/** + * Write the info related to the used and unused parameters + * Additionally, write the warnings for unused parameters + * + * @param pfc Input: pointer to local structure + * @param pop Input: pointer to output structure + * @param errmsg Input: Error message + * @return the error status + */ - if (return_function ==_SUCCESS_) { - break; - } - else if (iter2 < 3) { - dx*=0.5; - x2 = x1-dx; - } - else { - //fprintf(stderr,"get here\n"); - class_stop(errmsg,errmsg); - } - } +int input_write_info(struct file_content * pfc, + struct output * pop, + ErrorMsg errmsg){ - if (f1*f2<0.0){ - /** - root has been bracketed */ - if (1==1){ - printf("Root has been bracketed after %d iterations: [%g, %g].\n",iter,x1,x2); - } - break; + /** Summary: */ + + /** Define local variables */ + int i; + int flag1, flag2; + FILE * param_output; + FILE * param_unused; + char param_output_name[_LINE_LENGTH_MAX_]; + char param_unused_name[_LINE_LENGTH_MAX_]; + + /* We want to read both flags at once, such that the pfc->read is set correctly */ + flag1 = _FALSE_; + flag2 = _FALSE_; + class_read_flag_or_deprecated("write_parameters","write parameters",flag1); + class_read_flag_or_deprecated("write_warnings","write warnings",flag2); + + /* Now that all variables are read, we can print the warnings */ + if (flag2 == _TRUE_){ + for (i=0; isize; i++) { + if (pfc->read[i] == _FALSE_) + fprintf(stdout,"[WARNING: input line not used: '%s=%s']\n",pfc->name[i],pfc->value[i]); } + } + + /* Finally, since all variables are read, we can also print the parameters.ini and unused_parameters files */ + if (flag1 == _TRUE_) { + class_sprintf(param_output_name,"%s%s",pop->root,"parameters.ini"); + class_open(param_output,param_output_name,"w",errmsg); + fprintf(param_output,"# List of input/precision parameters actually read\n"); + fprintf(param_output,"# (all other parameters set to default values)\n"); + fprintf(param_output,"# Obtained with CLASS %s (for developers: svn version %s)\n",_VERSION_,_SVN_VERSION_); + fprintf(param_output,"#\n"); + fprintf(param_output,"# This file can be used as the input file of another run\n"); + fprintf(param_output,"#\n"); - dxdytrue=(x2-x1)/(f2-f1); - dxdyold=dxdy; + class_sprintf(param_unused_name,"%s%s",pop->root,"unused_parameters"); + class_open(param_unused,param_unused_name,"w",errmsg); + fprintf(param_unused,"# List of input/precision parameters passed\n"); + fprintf(param_unused,"# but not used (just for info)\n"); + fprintf(param_unused,"#\n"); - if(iter==1){ //replace dxdy_guess with real estimate after one iteration - dxdy = dxdytrue; + for (i=0; isize; i++) { + if (pfc->read[i] == _TRUE_){ + fprintf(param_output,"%s = %s\n",pfc->name[i],pfc->value[i]); } else{ - dxdy=copysign(dxdy,dxdytrue);//Otherwise keep dxdy magnitude fixed, but flip sign according to real + fprintf(param_unused,"%s = %s\n",pfc->name[i],pfc->value[i]); } - - if(dxdyold*dxdy<0.&&iter!=1){//If dxdy changes sign after first iter, might have missed root, halve the step size and continue - dxdy/=2.; } - //printf("dxdy true=%g, old=%g, new=%g.\n",dxdytrue, dxdyold, dxdy); - x1 = x2; - f1 = f2; - } - - /** - Find root using Ridders method. (Exchange for bisection if you are old-school.)*/ - class_call(class_fzero_ridder(input_fzerofun_1d, - x1, - x2, - 1e-5*MAX(fabs(x1),fabs(x2)), - pfzw, - &f1, - &f2, - xzero, - fevals, - errmsg), - errmsg,errmsg); - return _SUCCESS_; -} + fprintf(param_output,"#\n"); -int file_exists(const char *fname){ - FILE *file = fopen(fname, "r"); - if (file != NULL){ - fclose(file); - return _TRUE_; + fclose(param_output); + fclose(param_unused); } - return _FALSE_; -} -int input_auxillary_target_conditions(struct file_content * pfc, - enum target_names target_name, - double target_value, - int * aux_flag, - ErrorMsg errmsg){ - *aux_flag = _TRUE_; - /* - double param1; - int int1, flag1; - int input_verbose = 0; - class_read_int("input_verbose",input_verbose); - */ - switch (target_name){ - case Omega_dcdmdr: - case omega_dcdmdr: - case Omega_scf: - case Omega_smg: - case M_pl_today_smg: - case Omega_ini_dcdm: - case omega_ini_dcdm: - /* Check that Omega's or omega's are nonzero: */ - if (target_value == 0.) - *aux_flag = _FALSE_; - break; - default: - /* Default is no additional checks */ - *aux_flag = _TRUE_; - break; - } return _SUCCESS_; -} - -int compare_integers (const void * elem1, const void * elem2) { - int f = *((int*)elem1); - int s = *((int*)elem2); - if (f > s) return 1; - if (f < s) return -1; - return 0; -} -int compare_doubles(const void *a,const void *b) { - double *x = (double *) a; - double *y = (double *) b; - if (*x < *y) - return -1; - else if - (*x > *y) return 1; - return 0; } - /** - * Perform preliminary steps fur using the method called Pk_equal, - * described in 0810.0190 and 1601.07230, extending the range of - * validity of HALOFIT from constant w to (w0,wa) models. In that - * case, one must compute here some effective values of w0_eff(z_i) - * and Omega_m_eff(z_i), that will be interpolated later at arbitrary - * redshift in the non-linear module. - * - * Returns table of values [z_i, tau_i, w0_eff_i, Omega_m_eff_i] - * stored in nonlinear structure. + * All default parameter values (for input parameters) * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param pth Input: pointer to thermodynamics structure - * @param pnl Input/Output: pointer to nonlinear structure - * @param input_verbose Input: verbosity of this input module - * @param errmsg Input/Ouput: error message + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param ppm Input: pointer to primordial structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to fourier structure + * @param ple Input: pointer to lensing structure + * @param psd Input: pointer to distorsion structure + * @param pop Input: pointer to output structure + * @return the error status + * @return the error status */ -int input_prepare_pk_eq( - struct precision * ppr, - struct background *pba, - struct thermo *pth, - struct nonlinear *pnl, - int input_verbose, - ErrorMsg errmsg - ) { +int input_default_params(struct background *pba, + struct thermodynamics *pth, + struct perturbations *ppt, + struct transfer *ptr, + struct primordial *ppm, + struct harmonic *phr, + struct fourier * pfo, + struct lensing *ple, + struct distortions *psd, + struct output *pop) { + + /** Summary: */ + + /** - Define local variables */ + struct injection* pin = &(pth->in); + double sigma_B; /* Stefan-Boltzmann constant in \f$ W/m^2/K^4 = Kg/K^4/s^3 \f$*/ + + sigma_B = 2. * pow(_PI_,5) * pow(_k_B_,4) / 15. / pow(_h_P_,3) / pow(_c_,2); + + /* 24.02.2021: default parameters. + If you want to use exactly the Planck 2018 bestfit model, you can always use one of our + suggested input files, e.g., base_2018_plikHM_TTTEEE_lowl_lowE_lensing.ini. + The default values implemented here are an approximation to this LambdaCDM model + with the same values for + omega_b=0.02238280, + omega_c=0.1201075, + theta_s=1.041783 (this is not theta_MC nor theta*), + tau_reio=0.05430842, + As=2.100549e-09, + ns=0.9660499, + but a few differences: + only massless neutrinos, + N_eff=3.044 instead of 3.046 (3.044 is a more accurate and updated estimate of the + effective neutrino number in LCDM), + non-linear corrections neglected */ + + /** + * Default to input_read_parameters_general + */ + + /** 1) Output spectra */ + ppt->has_cl_cmb_temperature = _FALSE_; + ppt->has_cl_cmb_polarization = _FALSE_; + ppt->has_cl_cmb_lensing_potential = _FALSE_; + ppt->has_cl_number_count = _FALSE_; + ppt->has_cl_lensing_potential = _FALSE_; + ppt->has_pk_matter = _FALSE_; + ppt->has_density_transfers = _FALSE_; + ppt->has_velocity_transfers = _FALSE_; + /** 1.a) 'tCl' case */ + ppt->switch_sw = 1; + ppt->switch_eisw = 1; + ppt->switch_lisw = 1; + ppt->switch_dop = 1; + ppt->switch_pol = 1; + /** 1.a.1) Split value of redshift z at which the isw is considered as late or early */ + ppt->eisw_lisw_split_z = 120; + /** 1.b) 'nCl' (or 'dCl') case */ + ppt->has_nc_density = _FALSE_; + ppt->has_nc_rsd = _FALSE_; + ppt->has_nc_lens = _FALSE_; + ppt->has_nc_gr = _FALSE_; + /** 1.c) 'dTk' (or 'mTk') case */ + ppt->has_metricpotential_transfers = _FALSE_; - /** Summary: */ + /** 2) Perturbed recombination */ + ppt->has_perturbed_recombination=_FALSE_; + /** 3) Modes */ + ppt->has_scalars=_TRUE_; + ppt->has_vectors=_FALSE_; + ppt->has_tensors=_FALSE_; + /** 3.a) Initial conditions for scalars */ + ppt->has_ad=_TRUE_; + ppt->has_bi=_FALSE_; + ppt->has_cdi=_FALSE_; + ppt->has_nid=_FALSE_; + ppt->has_niv=_FALSE_; + /** 3.b) Initial conditions for tensors */ + ppt->tensor_method = tm_massless_approximation; + ppt->evolve_tensor_ur = _FALSE_; + ppt->evolve_tensor_ncdm = _FALSE_; - /** - define local variables */ + /** 4.a) Gauge */ + ppt->gauge=synchronous; + /** 4.b) N-body gauge */ + ppt->has_Nbody_gauge_transfers = _FALSE_; - double tau_of_z; - double delta_tau; - double error; - double delta_tau_eq; - double * pvecback; - int last_index=0; - int index_pk_eq_z; - int index_eq; - int true_background_verbose; - int true_thermodynamics_verbose; - double true_w0_fld; - double true_wa_fld; - double * z; + /** 5) Hubble parameter */ + pba->h = 0.67810; + pba->H0 = pba->h*1.e5/_c_; - /** - store the true cosmological parameters (w0, wa) somwhere before using temporarily some fake ones in this function */ + /** 6) Primordial Helium fraction */ + pth->YHe = _YHE_BBN_; - true_background_verbose = pba->background_verbose; - true_thermodynamics_verbose = pth->thermodynamics_verbose; - true_w0_fld = pba->w0_fld; - true_wa_fld = pba->wa_fld; + /** 7) Recombination algorithm */ + pth->recombination=hyrec; + pth->recfast_photoion_mode=recfast_photoion_Tmat; - /** - the fake calls of the background and thermodynamics module will be done in non-verbose mode */ + /** 8) Parametrization of reionization */ + pth->reio_parametrization=reio_camb; + /** 8.a) 'reio_camb' or 'reio_half_tanh' case */ + pth->reio_z_or_tau=reio_z; + pth->z_reio=7.6711; + pth->tau_reio=0.05430842; + pth->reionization_exponent=1.5; + pth->reionization_width=0.5; + pth->helium_fullreio_redshift=3.5; + pth->helium_fullreio_width=0.5; - pba->background_verbose = 0; - pth->thermodynamics_verbose = 0; + /** 8.b) 'reio_bins_tanh' case */ + pth->binned_reio_num=0; + pth->binned_reio_z=NULL; + pth->binned_reio_xe=NULL; + pth->binned_reio_step_sharpness = 0.3; + /** 8.c) 'reio_many_tanh' case */ + pth->many_tanh_num=0; + pth->many_tanh_z=NULL; + pth->many_tanh_xe=NULL; + pth->many_tanh_width = 0.5; + /** 8.d) 'reio_inter' case */ + pth->reio_inter_num = 0; + pth->reio_inter_z = NULL; + pth->reio_inter_xe = NULL; + + /** 9) Damping scale */ + pth->compute_damping_scale = _FALSE_; - /** - allocate indices and arrays for storing the results */ + /** 10) Varying fundamental constants */ + pba->varconst_dep = varconst_none; + pba->varconst_alpha = 1.; + pba->varconst_me = 1.; + pth->bbn_alpha_sensitivity = 1.; + pba->varconst_transition_redshift = 50.; - pnl->pk_eq_tau_size = 10; - class_alloc(pnl->pk_eq_tau,pnl->pk_eq_tau_size*sizeof(double),errmsg); - class_alloc(z,pnl->pk_eq_tau_size*sizeof(double),errmsg); + /** + * Default to input_read_parameters_species + */ - index_eq = 0; - class_define_index(pnl->index_pk_eq_w,_TRUE_,index_eq,1); - class_define_index(pnl->index_pk_eq_Omega_m,_TRUE_,index_eq,1); - pnl->pk_eq_size = index_eq; - class_alloc(pnl->pk_eq_w_and_Omega,pnl->pk_eq_tau_size*pnl->pk_eq_size*sizeof(double),errmsg); - class_alloc(pnl->pk_eq_ddw_and_ddOmega,pnl->pk_eq_tau_size*pnl->pk_eq_size*sizeof(double),errmsg); + /** 1) Photon density */ + pba->T_cmb = 2.7255; + pba->Omega0_g = (4.*sigma_B/_c_*pow(pba->T_cmb,4.)) / (3.*_c_*_c_*1.e10*pba->h*pba->h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_); - /** - call the background module in order to fill a table of tau_i[z_i] */ + /** 2) Baryon density */ + pba->Omega0_b = 0.02238280/pow(pba->h,2); - class_call(background_init(ppr,pba), pba->error_message, errmsg); - for (index_pk_eq_z=0; index_pk_eq_zpk_eq_tau_size; index_pk_eq_z++) { - z[index_pk_eq_z] = exp(log(1.+ppr->pk_eq_z_max)/(pnl->pk_eq_tau_size-1)*index_pk_eq_z)-1.; - class_call(background_tau_of_z(pba,z[index_pk_eq_z],&tau_of_z), - pba->error_message, errmsg); - pnl->pk_eq_tau[index_pk_eq_z] = tau_of_z; - } - class_call(background_free_noinput(pba), pba->error_message, errmsg); + /** 3) Ultra-relativistic species / massless neutrino density, + assuming as default value N_eff=3.044 (see 2008.01074 and + 2012.02726. This value is more accurate than the previous + default value of 3.046) */ + pba->Omega0_ur = 3.044*7./8.*pow(4./11.,4./3.)*pba->Omega0_g; - /** - loop over z_i values. For each of them, we will call the - background and thermodynamics module for fake models. The goal is - to find, for each z_i, and effective w0_eff[z_i] and - Omega_m_eff{z_i], such that: the true model with (w0,wa) and the - equivalent model with (w0_eff[z_i],0) have the same conformal - distance between z_i and z_recombination, namely chi = tau[z_i] - - tau_rec. It is thus necessary to call both the background and - thermodynamics module for each fake model and to re-compute - tau_rec for each of them. Once the eqauivalent model is found we - compute and store Omega_m_effa(z_i) of the equivalent model */ + /** 3.a) Effective squared sound speed and viscosity parameter */ + ppt->three_ceff2_ur=1.; + ppt->three_cvis2_ur=1.; - for (index_pk_eq_z=0; index_pk_eq_zpk_eq_tau_size; index_pk_eq_z++) { + /** 4) CDM density */ + pba->Omega0_cdm = 0.1201075/pow(pba->h,2); - if (input_verbose > 2) - printf(" * computing Pk_equal parameters at z=%e\n",z[index_pk_eq_z]); + /** 5) ncdm sector */ + /** 5.a) Number of distinct species */ + pba->N_ncdm = 0; + /** 5.b) List of names of psd files */ + pba->ncdm_psd_files = NULL; + /** 5.c) Analytic distribution function */ + pba->ncdm_psd_parameters = NULL; + pba->Omega0_ncdm_tot = 0.; + /** 5.d) --> See read_parameters_background */ + /** 5.e) ncdm temperature */ + pba->T_ncdm_default = 0.71611; /* this value gives m/omega = 93.14 eV b*/ + pba->T_ncdm = NULL; + /** 5.f) ncdm chemical potential */ + pba->ksi_ncdm_default = 0.; + pba->ksi_ncdm = NULL; + /** 5.g) ncdm degeneracy parameter */ + pba->deg_ncdm_default = 1.; + pba->deg_ncdm = NULL; + /** 5.h) --> See read_parameters_background */ - /* get chi = (tau[z_i] - tau_rec) in true model */ + /** 6) Curvature density */ + pba->Omega0_k = 0.; + pba->K = 0.; + pba->sgnK = 0; - pba->w0_fld = true_w0_fld; - pba->wa_fld = true_wa_fld; + /* ** ADDITIONAL SPECIES ** */ - class_call(background_init(ppr,pba), pba->error_message, errmsg); - class_call(thermodynamics_init(ppr,pba,pth), pth->error_message, errmsg); + /** 7.1) Decaying CDM into Dark Radiation = dcdm+dr */ + /** 7.1.a) Current fractional density of dcdm+dr */ + pba->Omega0_dcdmdr = 0.0; + pba->Omega0_dcdm = 0.0; + /** 7.1.b) Initial fractional density of dcdm+dr */ + pba->Omega_ini_dcdm = 0.; + /** 7.1.c) Decay constant */ + pba->Gamma_dcdm = 0.0; + pba->tau_dcdm = 0.0; + + /** 7.2) Interacting Dark Matter */ + /** 7.2.1.a) Current factional density of idm */ + pba->Omega0_idm = 0; + /** 7.2.1.a) Mass of idm in eV*/ + pth->m_idm = 1.e9; + /** 7.2.2) Current fractional density of idr */ + pba->Omega0_idr = 0.0; + pba->T_idr = 0.0; + /** 7.2.2.c) Coupling idm_dr*/ + pth->a_idm_dr = 0.; + /** 7.2.2.d) temperature scaling idm_dr */ + pth->n_index_idm_dr = 0; + /** 7.2.2.e) Approximation mode of idr */ + ppt->idr_nature=idr_free_streaming; + /** 7.2.2.f) idr self-interactions*/ + pth->b_idr = 0.; + /** 7.2.2.g, 7.2.2.h) angular coefficients */ + ppt->alpha_idm_dr = NULL; + ppt->beta_idr = NULL; + /** 7.2.3.a) idm_b coupling */ + pth->cross_idm_b = 0.; + /** 7.2.3.b) temperature scaling idm_b */ + pth->n_index_idm_b = 0.; + pth->n_coeff_idm_b = 0.; + /** 7.2.4.a) idm_g coupling */ + pth->cross_idm_g = 0.; + pth->u_idm_g = 0.; + /** 7.2.4.b) temperature scaling idm_g */ + pth->n_index_idm_g = 0; + ppt->has_idm_soundspeed = _FALSE_; + + /* ** ADDITIONAL SPECIES ** */ + + /** 9) Dark energy contributions */ + pba->Omega0_fld = 0.; + pba->Omega0_scf = 0.; + pba->Omega0_lambda = 1.-pba->Omega0_k-pba->Omega0_g-pba->Omega0_ur-pba->Omega0_b-pba->Omega0_cdm-pba->Omega0_ncdm_tot-pba->Omega0_dcdmdr - pba->Omega0_idr -pba->Omega0_idm; + /** 8.a) Omega fluid */ + /** 8.a.1) PPF approximation */ + pba->use_ppf = _TRUE_; + pba->c_gamma_over_c_fld = 0.4; + /** 9.a.2) Equation of state */ + pba->fluid_equation_of_state = CLP; + pba->w0_fld = -1.; + pba->cs2_fld = 1.; + /** 9.a.2.1) 'CLP' case */ + pba->wa_fld = 0.; + /** 9.a.2.2) 'EDE' case */ + pba->Omega_EDE = 0.; + /** 9.b) Omega scalar field */ + /** 9.b.1) Potential parameters and initial conditions */ + pba->scf_parameters = NULL; + pba->scf_parameters_size = 0; + /** 9.b.2) Initial conditions from attractor solution */ + pba->attractor_ic_scf = _TRUE_; + pba->phi_ini_scf = 1; // MZ: initial conditions are as multiplicative + pba->phi_prime_ini_scf = 1; // factors of the radiation attractor values + /** 9.b.3) Tuning parameter */ + pba->scf_tuning_index = 0; + /** 9.b.4) Shooting parameter */ + pba->shooting_failed = _FALSE_; - delta_tau = pnl->pk_eq_tau[index_pk_eq_z] - pth->tau_rec; + /** + * Deafult to input_read_parameters_heating + */ + pth->has_exotic_injection = _FALSE_; + + /** 1) DM annihilation */ + /** 1.a) Energy fraction absorbed by the gas */ + pin->DM_annihilation_efficiency = 0.; + pin->DM_annihilation_cross_section = 0.; + pin->DM_annihilation_mass = 0.; + pin->DM_annihilation_fraction = 0.; + /** 1.a.1) Redshift dependence */ + pin->DM_annihilation_variation = 0.; + pin->DM_annihilation_z = 1000.; + pin->DM_annihilation_zmax = 2500.; + pin->DM_annihilation_zmin = 30.; + pin->DM_annihilation_f_halo = 0.; + pin->DM_annihilation_z_halo = 30.; + + /** 2) DM decay */ + /** 2.a) Fraction */ + pin->DM_decay_fraction = 0.; + /** 2.b) Decay width */ + pin->DM_decay_Gamma = 0.; + + /** 3) PBH evaporation */ + /** 3.a) Fraction */ + pin->PBH_evaporation_fraction = 0.; + /** 3.b) Mass */ + pin->PBH_evaporation_mass = 0.; + + /** 4) PBH accretion */ + /** 4.a) Fraction */ + pin->PBH_accretion_fraction = 0.; + /** 4.b) Mass */ + pin->PBH_accretion_mass = 0.; + /** 4.c) Recipe */ + pin->PBH_accretion_recipe = disk_accretion; + /** 4.c.1) Additional parameters for spherical accretion */ + pin->PBH_accretion_relative_velocities = -1.; + /** 4.c.1) Additional parameters for disk accretion */ + pin->PBH_accretion_eigenvalue = 0.1; + pin->PBH_accretion_ADAF_delta = 1.e-3; + + /** 5) Injection efficiency */ + pin->f_eff_type = f_eff_on_the_spot; + pin->f_eff = 1.; + class_sprintf(pin->f_eff_file,"external/heating/example_f_eff_file.dat"); + + /** 6) Deposition function */ + pin->chi_type = chi_CK; + /** 6.1) External file */ + class_sprintf(pin->chi_z_file,"external/heating/example_chiz_file.dat"); + class_sprintf(pin->chi_x_file,"external/heating/example_chix_file.dat"); - /* launch iterations in order to coverge to effective model with wa=0 but the same chi = (tau[z_i] - tau_rec) */ + /** + * Default to input_read_parameters_nonlinear + */ - pba->wa_fld=0.; + /** 1) Non-linearity */ + ppt->has_nl_corrections_based_on_delta_m = _FALSE_; + pfo->method = nl_none; + pfo->has_pk_eq = _FALSE_; + pfo->extrapolation_method = extrap_max_scaled; + pfo->feedback = nl_emu_dmonly; + pfo->z_infinity = 10.; - do { - class_call(background_free_noinput(pba), pba->error_message, errmsg); - class_call(thermodynamics_free(pth), pth->error_message, errmsg); + /** + * Default to input_read_parameters_primordial + */ - class_call(background_init(ppr,pba), pba->error_message, errmsg); - class_call(background_tau_of_z(pba,z[index_pk_eq_z],&tau_of_z), pba->error_message, errmsg); - class_call(thermodynamics_init(ppr,pba,pth), pth->error_message, errmsg); + /** 1) Primordial spectrum type */ + ppm->primordial_spec_type = analytic_Pk; + /** 1.a) Pivot scale in Mpc-1 */ + ppm->k_pivot = 0.05; - delta_tau_eq = tau_of_z - pth->tau_rec; + /** 1.b) For type 'analytic_Pk' */ + /** 1.b.1) For scalar perturbations */ + ppm->A_s = 2.100549e-09; + /** 1.b.1.1) Adiabatic perturbations */ + ppm->n_s = 0.9660499; + ppm->alpha_s = 0.; + /** 1.b.1.2) Isocurvature/entropy perturbations */ + ppm->f_bi = 1.; + ppm->n_bi = 1.; + ppm->alpha_bi = 0.; + ppm->f_cdi = 1.; + ppm->n_cdi = 1.; + ppm->alpha_cdi = 0.; + ppm->f_nid = 1.; + ppm->n_nid = 1.; + ppm->alpha_nid = 0.; + ppm->f_niv = 1.; + ppm->n_niv = 1.; + ppm->alpha_niv = 0.; + /** 1.b.1.3) Cross-correlation between different adiabatic/entropy mode */ + ppm->c_ad_bi = 0.; + ppm->n_ad_bi = 0.; + ppm->alpha_ad_bi = 0.; + ppm->c_ad_cdi = 0.; + ppm->n_ad_cdi = 0.; + ppm->alpha_ad_cdi = 0.; + ppm->c_ad_nid = 0.; + ppm->n_ad_nid = 0.; + ppm->alpha_ad_nid = 0.; + ppm->c_ad_niv = 0.; + ppm->n_ad_niv = 0.; + ppm->alpha_ad_niv = 0.; + ppm->c_bi_cdi = 0.; + ppm->n_bi_cdi = 0.; + ppm->alpha_bi_cdi = 0.; + ppm->c_bi_nid = 0.; + ppm->n_bi_nid = 0.; + ppm->alpha_bi_nid = 0.; + ppm->c_bi_niv = 0.; + ppm->n_bi_niv = 0.; + ppm->alpha_bi_niv = 0.; + ppm->c_cdi_nid = 0.; + ppm->n_cdi_nid = 0.; + ppm->alpha_cdi_nid = 0.; + ppm->c_cdi_niv = 0.; + ppm->n_cdi_niv = 0.; + ppm->alpha_cdi_niv = 0.; + ppm->c_nid_niv = 0.; + ppm->n_nid_niv = 0.; + ppm->alpha_nid_niv = 0.; + /** 1.b.2) For tensor perturbations */ + ppm->r = 1.; + ppm->n_t = -ppm->r/8.*(2.-ppm->r/8.-ppm->n_s); + ppm->alpha_t = ppm->r/8.*(ppm->r/8.+ppm->n_s-1.); + /** 1.c) For type 'inflation_V' */ + /** 1.c.2) Coefficients of the Taylor expansion */ + ppm->V0=1.25e-13; + ppm->V1=-1.12e-14; + ppm->V2=-6.95e-14; + ppm->V3=0.; + ppm->V4=0.; + /** 1.d) For type 'inflation_H' */ + ppm->H0=3.69e-6; + ppm->H1=-5.84e-7; + ppm->H2=0.; + ppm->H3=0.; + ppm->H4=0.; + /** 1.e) For type 'inflation_V_end' */ + /** 1.e.1) Value of the field at the minimum of the potential */ + ppm->phi_end=0.; + /** 1.e.2) Shape of the potential */ + ppm->potential=polynomial; + /** 1.e.4) Increase of scale factor or (aH) between Hubble crossing at pivot + scale and end of inflation */ + ppm->phi_pivot_method = N_star; + ppm->phi_pivot_target = 60; + /** 1.e.5) Nomral numerical integration or analytical slow-roll formulas? */ + ppm->behavior=numerical; + /** 1.g) For type 'external_Pk' */ + /** 1.g.1) Command generating the table */ + ppm->command=NULL;//"write here your command for the external Pk" - error = 1.-delta_tau_eq/delta_tau; - pba->w0_fld = pba->w0_fld*pow(1.+error,10.); + /** 1.g.2) Parameters to be passed to the command */ + ppm->custom1=0.; + ppm->custom2=0.; + ppm->custom3=0.; + ppm->custom4=0.; + ppm->custom5=0.; + ppm->custom6=0.; + ppm->custom7=0.; + ppm->custom8=0.; + ppm->custom9=0.; + ppm->custom10=0.; - } - while(fabs(error) > ppr->pk_eq_tol); + /** + * Default to input_read_parameters_spectra + */ - /* Equivalent model found. Store w0(z) in that model. Find Omega_m(z) in that model and store it. */ + /** 1) Maximum l for CLs */ + ppt->l_scalar_max=2500; + ppt->l_vector_max=500; + ppt->l_tensor_max=500; + ppt->l_lss_max=300; - pnl->pk_eq_w_and_Omega[pnl->pk_eq_size*index_pk_eq_z+pnl->index_pk_eq_w] = pba->w0_fld; + /** 2) Parameters for the the matter density number count */ + /** 2.a) Selection functions W(z) of each redshift bin */ + ppt->selection=gaussian; + ppt->selection_num=1; + ppt->selection_mean[0]=1.; + ppt->selection_width[0]=0.1; + ptr->selection_bias[0]=1.; + ptr->selection_magnification_bias[0]=0.; + phr->non_diag=0; + /** 2.b) Selection function */ + ptr->has_nz_analytic = _FALSE_; + ptr->has_nz_file = _FALSE_; + /** 2.c) Source number counts evolution */ + ptr->has_nz_evo_analytic = _FALSE_; + ptr->has_nz_evo_file = _FALSE_; - class_alloc(pvecback,pba->bg_size*sizeof(double),pba->error_message); - class_call(background_at_tau(pba, - tau_of_z, - pba->long_info, - pba->inter_normal, - &last_index, - pvecback), - pba->error_message, errmsg); - pnl->pk_eq_w_and_Omega[pnl->pk_eq_size*index_pk_eq_z+pnl->index_pk_eq_Omega_m] = pvecback[pba->index_bg_Omega_m]; - free(pvecback); + /** 3) Power spectrum P(k) */ + /** 3.a) Maximum k in P(k) */ + ppt->k_max_for_pk=1.; + /** 3.a) Maximum k in P(k) primordial */ + ppm->has_k_max_for_primordial_pk = _FALSE_; + /** 3.b) Redshift values */ + pop->z_pk_num = 1; + pop->z_pk[0] = 0.; + /** 3.c) Maximum redshift */ + ppt->z_max_pk=0.; - class_call(background_free_noinput(pba), pba->error_message, errmsg); - class_call(thermodynamics_free(pth), pth->error_message, errmsg); + /** + * Default to input_read_parameters_lensing + */ - } + /** 1) Lensing */ + ple->has_lensed_cls = _FALSE_; - /** - restore cosmological parameters (w0, wa) to their true values before main call to CLASS modules */ + /** 2) Should the lensed spectra be rescaled? */ + ptr->lcmb_rescale=1.; + ptr->lcmb_tilt=0.; + ptr->lcmb_pivot=0.1; + ppt->want_lcmb_full_limber = _TRUE_; - pba->background_verbose = true_background_verbose; - pth->thermodynamics_verbose = true_thermodynamics_verbose; - pba->w0_fld = true_w0_fld; - pba->wa_fld = true_wa_fld; + /** + * Default to input_read_parameters_distortions + */ - /* in verbose mode, report the results */ + /** 1) Branching ratio approximation */ + psd->sd_branching_approx = bra_exact; + /** 1.a.1) Number of multipoles in PCA expansion */ + psd->sd_PCA_size=2; + /** 1.a.2) Detector noise file name */ + psd->has_detector_file = _FALSE_; + /** 1.a.3) Detector name */ + psd->has_user_defined_name = _FALSE_; + psd->has_user_defined_detector = _FALSE_; + class_sprintf(psd->sd_detector_name,"PIXIE"); + /** 1.3.a.1) Detector nu min */ + psd->sd_detector_nu_min = 30.; + /** 1.3.a.2) Detector nu max */ + psd->sd_detector_nu_max = 1005.; + /** 1.3.a.3) Detector nu delta/bin number */ + psd->sd_detector_nu_delta = 15.; + psd->sd_detector_bin_number = 65; + /** 1.3.a.1) Detector noise */ + psd->sd_detector_delta_Ic = 5.e-26; + + /** 2) Only exotic species? */ + psd->include_only_exotic = _FALSE_; + + /** 3) Include g distortion in total calculation? */ + psd->include_g_distortion = _FALSE_; + + /** 4) Additional y or mu parameters? */ + psd->sd_add_y = 0.; + psd->sd_add_mu = 0.; + + /** 5) Include SZ effect from reionization? */ + psd->has_SZ_effect = _FALSE_; + /** 5.a) What type of approximation you want to use for the SZ effect? */ + psd->sd_reio_type = sd_reio_Chluba; - if (input_verbose > 1) { + /** + * Default to input_read_additional + */ - fprintf(stdout," Effective parameters for Pk_equal:\n"); + pth->compute_cb2_derivatives=_FALSE_; - for (index_pk_eq_z=0; index_pk_eq_zpk_eq_tau_size; index_pk_eq_z++) { + /** + * Default to input_read_parameters_output + */ - fprintf(stdout," * at z=%e, tau=%e w=%e Omega_m=%e\n", - z[index_pk_eq_z], - pnl->pk_eq_tau[index_pk_eq_z], - pnl->pk_eq_w_and_Omega[pnl->pk_eq_size*index_pk_eq_z+pnl->index_pk_eq_w], - pnl->pk_eq_w_and_Omega[pnl->pk_eq_size*index_pk_eq_z+pnl->index_pk_eq_Omega_m] - ); - } - } + /** 1) Output for external files */ + /** 1.a) File name */ + class_sprintf(pop->root,"output/"); + /** 1.b) Headers */ + pop->write_header = _TRUE_; + /** 1.c) Format */ + pop->output_format = class_format; + /** 1.d) Background quantities */ + pop->write_background = _FALSE_; + /** 1.e) Thermodynamics quantities */ + pop->write_thermodynamics = _FALSE_; + /** 1.f) Table of perturbations for certain wavenumbers k */ + ppt->k_output_values_num=0; + pop->write_perturbations = _FALSE_; + ppt->store_perturbations = _FALSE_; + /** 1.g) Primordial spectra */ + pop->write_primordial = _FALSE_; + /** 1.h) Exotic energy injection function */ + pop->write_exotic_injection = _FALSE_; + pop->write_noninjection = _FALSE_; + /** 1.i) Spectral distortions */ + pop->write_distortions = _FALSE_; - free(z); - /** - spline the table for later interpolation */ + /** 2) Verbosity */ + pba->background_verbose = 0; + pth->thermodynamics_verbose = 0; + pth->hyrec_verbose = 0; + ppt->perturbations_verbose = 0; + ptr->transfer_verbose = 0; + ppm->primordial_verbose = 0; + phr->harmonic_verbose = 0; + pfo->fourier_verbose = 0; + ple->lensing_verbose = 0; + psd->distortions_verbose = 0; + pop->output_verbose = 0; - class_call(array_spline_table_lines( - pnl->pk_eq_tau, - pnl->pk_eq_tau_size, - pnl->pk_eq_w_and_Omega, - pnl->pk_eq_size, - pnl->pk_eq_ddw_and_ddOmega, - _SPLINE_NATURAL_, - errmsg), - errmsg,errmsg); + input_default_params_smg(pba, ppt); return _SUCCESS_; diff --git a/source/lensing.c b/source/lensing.c old mode 100755 new mode 100644 index e7c0e1c5..778af1f7 --- a/source/lensing.c +++ b/source/lensing.c @@ -10,13 +10,14 @@ * * The following functions can be called from other modules: * - * -# lensing_init() at the beginning (but after spectra_init()) + * -# lensing_init() at the beginning (but after harmonic_init()) * -# lensing_cl_at_l() at any time for computing Cl_lensed at any l * -# lensing_free() at the end */ #include "lensing.h" #include +#include "parallel.h" /** * Anisotropy power spectra \f$ C_l\f$'s for all types, modes and initial conditions. @@ -75,17 +76,17 @@ int lensing_cl_at_l( * * @param ppr Input: pointer to precision structure * @param ppt Input: pointer to perturbation structure (just in case, not used in current version...) - * @param psp Input: pointer to spectra structure - * @param pnl Input: pointer to nonlinear structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to fourier structure * @param ple Output: pointer to initialized lensing structure * @return the error status */ int lensing_init( struct precision * ppr, - struct perturbs * ppt, - struct spectra * psp, - struct nonlinear * pnl, + struct perturbations * ppt, + struct harmonic * phr, + struct fourier * pfo, struct lensing * ple ) { @@ -120,28 +121,15 @@ int lensing_init( double * ksip = NULL; /* ksip[index_mu] */ double * ksim = NULL; /* ksim[index_mu] */ - double fac,fac1; - double X_000; - double X_p000; - double X_220; - double X_022; - double X_p022; - double X_121; - double X_132; - double X_242; - int num_mu,index_mu,icount; int l; double ll; double * cl_unlensed; /* cl_unlensed[index_ct] */ - double * cl_tt; /* unlensed cl, to be filled to avoid repeated calls to spectra_cl_at_l */ - double * cl_te = NULL; /* unlensed cl, to be filled to avoid repeated calls to spectra_cl_at_l */ - double * cl_ee = NULL; /* unlensed cl, to be filled to avoid repeated calls to spectra_cl_at_l */ - double * cl_bb = NULL; /* unlensed cl, to be filled to avoid repeated calls to spectra_cl_at_l */ - double * cl_pp; /* potential cl, to be filled to avoid repeated calls to spectra_cl_at_l */ - - double res,resX,lens; - double resp, resm, lensp, lensm; + double * cl_tt; /* unlensed cl, to be filled to avoid repeated calls to harmonic_cl_at_l */ + double * cl_te = NULL; /* unlensed cl, to be filled to avoid repeated calls to harmonic_cl_at_l */ + double * cl_ee = NULL; /* unlensed cl, to be filled to avoid repeated calls to harmonic_cl_at_l */ + double * cl_bb = NULL; /* unlensed cl, to be filled to avoid repeated calls to harmonic_cl_at_l */ + double * cl_pp; /* potential cl, to be filled to avoid repeated calls to harmonic_cl_at_l */ double * sqrt1; double * sqrt2; @@ -150,7 +138,7 @@ int lensing_init( double * sqrt5; double ** cl_md_ic; /* array with argument - cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct] */ + cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct] */ double ** cl_md; /* array with argument cl_md[index_md][index_ct] */ @@ -181,7 +169,7 @@ int lensing_init( /** - initialize indices and allocate some of the arrays in the lensing structure */ - class_call(lensing_indices(ppr,psp,ple), + class_call(lensing_indices(ppr,phr,ple), ple->error_message, ple->error_message); @@ -252,7 +240,7 @@ int lensing_init( ple->error_message); icount += 4*num_mu*(ple->l_unlensed_max+1); - if(ple->has_te==_TRUE_) { + if (ple->has_te==_TRUE_) { class_alloc(d20, num_mu*sizeof(double*), @@ -416,7 +404,7 @@ int lensing_init( ple->error_message); class_alloc(cl_unlensed, - psp->ct_size*sizeof(double), + phr->ct_size*sizeof(double), ple->error_message); @@ -443,31 +431,31 @@ int lensing_init( ple->error_message); class_alloc(cl_md_ic, - psp->md_size*sizeof(double *), + phr->md_size*sizeof(double *), ple->error_message); class_alloc(cl_md, - psp->md_size*sizeof(double *), + phr->md_size*sizeof(double *), ple->error_message); - for (index_md = 0; index_md < psp->md_size; index_md++) { + for (index_md = 0; index_md < phr->md_size; index_md++) { - if (psp->md_size > 1) + if (phr->md_size > 1) class_alloc(cl_md[index_md], - psp->ct_size*sizeof(double), + phr->ct_size*sizeof(double), ple->error_message); - if (psp->ic_size[index_md] > 1) + if (phr->ic_size[index_md] > 1) class_alloc(cl_md_ic[index_md], - psp->ic_ic_size[index_md]*psp->ct_size*sizeof(double), + phr->ic_ic_size[index_md]*phr->ct_size*sizeof(double), ple->error_message); } for (l=2; l<=ple->l_unlensed_max; l++) { - class_call(spectra_cl_at_l(psp,l,cl_unlensed,cl_md,cl_md_ic), - psp->error_message, + class_call(harmonic_cl_at_l(phr,l,cl_unlensed,cl_md,cl_md_ic), + phr->error_message, ple->error_message); cl_tt[l] = cl_unlensed[ple->index_lt_tt]; cl_pp[l] = cl_unlensed[ple->index_lt_pp]; @@ -480,12 +468,12 @@ int lensing_init( } } - for (index_md = 0; index_md < psp->md_size; index_md++) { + for (index_md = 0; index_md < phr->md_size; index_md++) { - if (psp->md_size > 1) + if (phr->md_size > 1) free(cl_md[index_md]); - if (psp->ic_size[index_md] > 1) + if (phr->ic_size[index_md] > 1) free(cl_md_ic[index_md]); } @@ -495,30 +483,37 @@ int lensing_init( /** - Compute sigma2\f$(\mu)\f$ and Cgl2(\f$\mu\f$) **/ - //debut = omp_get_wtime(); -#pragma omp parallel for \ - private (index_mu,l) \ - schedule (static) + class_setup_parallel(); + for (index_mu=0; index_mul_unlensed_max; + class_run_parallel(with_arguments(index_mu,l_unlensed_max,Cgl,Cgl2,cl_pp,d11,d1m1), + int l; - for (l=2; l<=ple->l_unlensed_max; l++) { + Cgl[index_mu]=0; + Cgl2[index_mu]=0; - Cgl[index_mu] += (2.*l+1.)*l*(l+1.)* - cl_pp[l]*d11[index_mu][l]; + for (l=2; l<=l_unlensed_max; l++) { - Cgl2[index_mu] += (2.*l+1.)*l*(l+1.)* - cl_pp[l]*d1m1[index_mu][l]; + Cgl[index_mu] += (2.*l+1.)*l*(l+1.)* + cl_pp[l]*d11[index_mu][l]; - } + Cgl2[index_mu] += (2.*l+1.)*l*(l+1.)* + cl_pp[l]*d1m1[index_mu][l]; + + } - Cgl[index_mu] /= 4.*_PI_; - Cgl2[index_mu] /= 4.*_PI_; + Cgl[index_mu] /= 4.*_PI_; + Cgl2[index_mu] /= 4.*_PI_; + return _SUCCESS_; + ); } + class_finish_parallel(); + for (index_mu=0; index_mul_unlensed_max;l++) { ll = (double)l; @@ -605,8 +599,12 @@ int lensing_init( if (ple->has_te==_TRUE_ || ple->has_ee==_TRUE_ || ple->has_bb==_TRUE_) { /* X_022 = exp(-(fac-1.)*sigma2[index_mu]); */ X_022 = X_000 * (1+sigma2[index_mu]*(1+0.5*sigma2[index_mu])); /* Order 2 */ - X_p022 = (fac-1.)*X_022; - /* X_242 = 0.25*sqrt4[l] * exp(-(fac-5./2.)*sigma2[index_mu]); */ + X_p022 = -(fac-1.)*X_022; /* Old versions were missing the + minus sign in this line, which introduced a very small error + on the high-l C_l^TE lensed spectrum [credits for bug fix: + Selim Hotinli] */ + + /* X_242 = 0.25*sqrt4[l] * exp(-(fac-5./2.)*sigma2[index_mu]); */ X_242 = 0.25*sqrt4[l] * X_000; /* Order 0 */ if (ple->has_ee==_TRUE_ || ple->has_bb==_TRUE_) { @@ -683,7 +681,12 @@ int lensing_init( ksim[index_mu] += resm; } } + return _SUCCESS_; + + ); } + + class_finish_parallel(); //fin = omp_get_wtime(); //cpu_time = (fin-debut); //printf("time in ksi=%4.3f s\n",cpu_time); @@ -821,21 +824,21 @@ int lensing_free( * This routine defines indices and allocates tables in the lensing structure * * @param ppr Input: pointer to precision structure - * @param psp Input: pointer to spectra structure + * @param phr Input: pointer to harmonic structure * @param ple Input/output: pointer to lensing structure * @return the error status */ int lensing_indices( struct precision * ppr, - struct spectra * psp, + struct harmonic * phr, struct lensing * ple ){ int index_l; double ** cl_md_ic; /* array with argument - cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct] */ + cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct] */ double ** cl_md; /* array with argument cl_md[index_md][index_ct] */ @@ -845,97 +848,97 @@ int lensing_indices( /* indices of all Cl types (lensed and unlensed) */ - if (psp->has_tt == _TRUE_) { + if (phr->has_tt == _TRUE_) { ple->has_tt = _TRUE_; - ple->index_lt_tt=psp->index_ct_tt; + ple->index_lt_tt=phr->index_ct_tt; } else { ple->has_tt = _FALSE_; } - if (psp->has_ee == _TRUE_) { + if (phr->has_ee == _TRUE_) { ple->has_ee = _TRUE_; - ple->index_lt_ee=psp->index_ct_ee; + ple->index_lt_ee=phr->index_ct_ee; } else { ple->has_ee = _FALSE_; } - if (psp->has_te == _TRUE_) { + if (phr->has_te == _TRUE_) { ple->has_te = _TRUE_; - ple->index_lt_te=psp->index_ct_te; + ple->index_lt_te=phr->index_ct_te; } else { ple->has_te = _FALSE_; } - if (psp->has_bb == _TRUE_) { + if (phr->has_bb == _TRUE_) { ple->has_bb = _TRUE_; - ple->index_lt_bb=psp->index_ct_bb; + ple->index_lt_bb=phr->index_ct_bb; } else { ple->has_bb = _FALSE_; } - if (psp->has_pp == _TRUE_) { + if (phr->has_pp == _TRUE_) { ple->has_pp = _TRUE_; - ple->index_lt_pp=psp->index_ct_pp; + ple->index_lt_pp=phr->index_ct_pp; } else { ple->has_pp = _FALSE_; } - if (psp->has_tp == _TRUE_) { + if (phr->has_tp == _TRUE_) { ple->has_tp = _TRUE_; - ple->index_lt_tp=psp->index_ct_tp; + ple->index_lt_tp=phr->index_ct_tp; } else { ple->has_tp = _FALSE_; } - if (psp->has_dd == _TRUE_) { + if (phr->has_dd == _TRUE_) { ple->has_dd = _TRUE_; - ple->index_lt_dd=psp->index_ct_dd; + ple->index_lt_dd=phr->index_ct_dd; } else { ple->has_dd = _FALSE_; } - if (psp->has_td == _TRUE_) { + if (phr->has_td == _TRUE_) { ple->has_td = _TRUE_; - ple->index_lt_td=psp->index_ct_td; + ple->index_lt_td=phr->index_ct_td; } else { ple->has_td = _FALSE_; } - if (psp->has_ll == _TRUE_) { + if (phr->has_ll == _TRUE_) { ple->has_ll = _TRUE_; - ple->index_lt_ll=psp->index_ct_ll; + ple->index_lt_ll=phr->index_ct_ll; } else { ple->has_ll = _FALSE_; } - if (psp->has_tl == _TRUE_) { + if (phr->has_tl == _TRUE_) { ple->has_tl = _TRUE_; - ple->index_lt_tl=psp->index_ct_tl; + ple->index_lt_tl=phr->index_ct_tl; } else { ple->has_tl = _FALSE_; } - ple->lt_size = psp->ct_size; + ple->lt_size = phr->ct_size; /* number of multipoles */ - ple->l_unlensed_max = psp->l_max_tot; + ple->l_unlensed_max = phr->l_max_tot; ple->l_lensed_max = ple->l_unlensed_max - ppr->delta_l_max; - for (index_l=0; (index_l < psp->l_size_max) && (psp->l[index_l] <= ple->l_lensed_max); index_l++); + for (index_l=0; (index_l < phr->l_size_max) && (phr->l[index_l] <= ple->l_lensed_max); index_l++); - if (index_l < psp->l_size_max) index_l++; /* one more point in order to be able to interpolate till ple->l_lensed_max */ + if (index_l < phr->l_size_max) index_l++; /* one more point in order to be able to interpolate till ple->l_lensed_max */ ple->l_size = index_l+1; @@ -943,7 +946,7 @@ int lensing_indices( for (index_l=0; index_l < ple->l_size; index_l++) { - ple->l[index_l] = psp->l[index_l]; + ple->l[index_l] = phr->l[index_l]; } @@ -960,42 +963,42 @@ int lensing_indices( /* fill with unlensed cls */ class_alloc(cl_md_ic, - psp->md_size*sizeof(double *), + phr->md_size*sizeof(double *), ple->error_message); class_alloc(cl_md, - psp->md_size*sizeof(double *), + phr->md_size*sizeof(double *), ple->error_message); - for (index_md = 0; index_md < psp->md_size; index_md++) { + for (index_md = 0; index_md < phr->md_size; index_md++) { - if (psp->md_size > 1) + if (phr->md_size > 1) class_alloc(cl_md[index_md], - psp->ct_size*sizeof(double), + phr->ct_size*sizeof(double), ple->error_message); - if (psp->ic_size[index_md] > 1) + if (phr->ic_size[index_md] > 1) class_alloc(cl_md_ic[index_md], - psp->ic_ic_size[index_md]*psp->ct_size*sizeof(double), + phr->ic_ic_size[index_md]*phr->ct_size*sizeof(double), ple->error_message); } for (index_l=0; index_ll_size; index_l++) { - class_call(spectra_cl_at_l(psp,ple->l[index_l],&(ple->cl_lens[index_l*ple->lt_size]),cl_md,cl_md_ic), - psp->error_message, + class_call(harmonic_cl_at_l(phr,ple->l[index_l],&(ple->cl_lens[index_l*ple->lt_size]),cl_md,cl_md_ic), + phr->error_message, ple->error_message); } - for (index_md = 0; index_md < psp->md_size; index_md++) { + for (index_md = 0; index_md < phr->md_size; index_md++) { - if (psp->md_size > 1) + if (phr->md_size > 1) free(cl_md[index_md]); - if (psp->ic_size[index_md] > 1) + if (phr->ic_size[index_md] > 1) free(cl_md_ic[index_md]); } @@ -1013,11 +1016,11 @@ int lensing_indices( class_alloc(ple->l_max_lt,ple->lt_size*sizeof(double),ple->error_message); for (index_lt = 0; index_lt < ple->lt_size; index_lt++) { ple->l_max_lt[index_lt]=0.; - for (index_md = 0; index_md < psp->md_size; index_md++) { - ple->l_max_lt[index_lt]=MAX(ple->l_max_lt[index_lt],psp->l_max_ct[index_md][index_lt]); + for (index_md = 0; index_md < phr->md_size; index_md++) { + ple->l_max_lt[index_lt]=MAX(ple->l_max_lt[index_lt],phr->l_max_ct[index_md][index_lt]); if ((ple->has_bb == _TRUE_) && (ple->has_ee == _TRUE_) && (index_lt == ple->index_lt_bb)) { - ple->l_max_lt[index_lt]=MAX(ple->l_max_lt[index_lt],psp->l_max_ct[index_md][ple->index_lt_ee]); + ple->l_max_lt[index_lt]=MAX(ple->l_max_lt[index_lt],phr->l_max_ct[index_md][ple->index_lt_ee]); } } @@ -1047,23 +1050,26 @@ int lensing_lensed_cl_tt( struct lensing * ple ) { - double cle; - int imu; int index_l; /** Integration by Gauss-Legendre quadrature. **/ -#pragma omp parallel for \ - private (imu,index_l,cle) \ - schedule (static) - - for(index_l=0; index_ll_size; index_l++){ - cle=0; - for (imu=0;imul[index_l]]*w8[imu]; /* loop could be optimized */ - } - ple->cl_lens[index_l*ple->lt_size+ple->index_lt_tt]=cle*2.0*_PI_; + class_setup_parallel(); + + for (index_l=0; index_ll_size; index_l++){ + class_run_parallel(=, + double cle; + int imu; + cle=0; + for (imu=0;imul[index_l]]*w8[imu]; /* loop could be optimized */ + } + ple->cl_lens[index_l*ple->lt_size+ple->index_lt_tt]=cle*2.0*_PI_; + return _SUCCESS_; + ); } + class_finish_parallel(); + return _SUCCESS_; } @@ -1110,23 +1116,25 @@ int lensing_lensed_cl_te( struct lensing * ple ) { - double clte; - int imu; int index_l; /** Integration by Gauss-Legendre quadrature. **/ -#pragma omp parallel for \ - private (imu,index_l,clte) \ - schedule (static) - - for(index_l=0; index_l < ple->l_size; index_l++){ - clte=0; - for (imu=0;imul[index_l]]*w8[imu]; /* loop could be optimized */ - } - ple->cl_lens[index_l*ple->lt_size+ple->index_lt_te]=clte*2.0*_PI_; + class_setup_parallel(); + + for (index_l=0; index_l < ple->l_size; index_l++){ + class_run_parallel(=, + double clte; + int imu; + clte=0; + for (imu=0;imul[index_l]]*w8[imu]; /* loop could be optimized */ + } + ple->cl_lens[index_l*ple->lt_size+ple->index_lt_te]=clte*2.0*_PI_; + return _SUCCESS_; + ); } + class_finish_parallel(); return _SUCCESS_; } @@ -1177,24 +1185,26 @@ int lensing_lensed_cl_ee_bb( struct lensing * ple ) { - double clp, clm; - int imu; int index_l; + class_setup_parallel(); /** Integration by Gauss-Legendre quadrature. **/ -#pragma omp parallel for \ - private (imu,index_l,clp,clm) \ - schedule (static) - - for(index_l=0; index_l < ple->l_size; index_l++){ - clp=0; clm=0; - for (imu=0;imul[index_l]]*w8[imu]; /* loop could be optimized */ - clm += ksim[imu]*d2m2[imu][(int)ple->l[index_l]]*w8[imu]; /* loop could be optimized */ - } - ple->cl_lens[index_l*ple->lt_size+ple->index_lt_ee]=(clp+clm)*_PI_; - ple->cl_lens[index_l*ple->lt_size+ple->index_lt_bb]=(clp-clm)*_PI_; + for (index_l=0; index_l < ple->l_size; index_l++){ + class_run_parallel(=, + double clp; + double clm; + int imu; + clp=0; clm=0; + for (imu=0;imul[index_l]]*w8[imu]; /* loop could be optimized */ + clm += ksim[imu]*d2m2[imu][(int)ple->l[index_l]]*w8[imu]; /* loop could be optimized */ + } + ple->cl_lens[index_l*ple->lt_size+ple->index_lt_ee]=(clp+clm)*_PI_; + ple->cl_lens[index_l*ple->lt_size+ple->index_lt_bb]=(clp-clm)*_PI_; + return _SUCCESS_; + ); } + class_finish_parallel(); return _SUCCESS_; } @@ -1245,7 +1255,7 @@ int lensing_d00( int lmax, double ** d00 ) { - double ll, dlm1, dl, dlp1; + double ll; int index_mu, l; double *fac1, *fac2, *fac3; ErrorMsg erreur; @@ -1260,24 +1270,26 @@ int lensing_d00( fac3[l] = sqrt(2./(2*ll+3)); } -#pragma omp parallel for \ - private (index_mu,dlm1,dl,dlp1,l,ll) \ - schedule (static) - + class_setup_parallel(); for (index_mu=0;index_muerror_message, - pnl->error_message); - - /** - interpolate the precomputed k_nl array at the needed valuetime */ - - if (pnl->has_pk_m == _TRUE_) { - - if (pnl->tau_size == 1) { - *k_nl = pnl->k_nl[pnl->index_pk_m][0]; - } - else { - class_call(array_interpolate_two(pnl->tau, - 1, - 0, - pnl->k_nl[pnl->index_pk_m], - 1, - pnl->tau_size, - tau, - k_nl, - 1, - pnl->error_message), - pnl->error_message, - pnl->error_message); - } - } - - /** - if needed, do the same for the baryon part only */ - - if (pnl->has_pk_cb) { - - if (pnl->tau_size == 1) { - *k_nl_cb = pnl->k_nl[pnl->index_pk_cb][0]; - } - else { - class_call(array_interpolate_two(pnl->tau, - 1, - 0, - pnl->k_nl[pnl->index_pk_cb], - 1, - pnl->tau_size, - tau, - k_nl_cb, - 1, - pnl->error_message), - pnl->error_message, - pnl->error_message); - } - } - - /* otherwise, return the same for k_nl_cb as for k_nl */ - - else{ - *k_nl_cb = *k_nl; - } - - return _SUCCESS_; -} - -/** - * Initialize the nonlinear structure, and in particular the - * nl_corr_density and k_nl interpolation tables. - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param pth Input: pointer to therodynamics structure - * @param ppt Input: pointer to perturbation structure - * @param ppm Input: pointer to primordial structure - * @param pnl Input/Output: pointer to initialized nonlinear structure - * @return the error status - */ - -int nonlinear_init( - struct precision *ppr, - struct background *pba, - struct thermo *pth, - struct perturbs *ppt, - struct primordial *ppm, - struct nonlinear *pnl - ) { - - int index_ncdm; - int index_k; - int index_tau; - int index_pk; - double *pk_l; - double *pk_nl; - double *lnk_l; - double *lnpk_l; - double *ddlnpk_l; - short print_warning=_FALSE_; - double * pvecback; - int last_index; - double a,z; - short halofit_found_k_max; - - /** Define flags and indices (so few that no dedicated routine needed) */ - - pnl->has_pk_m = _TRUE_; - if (pba->has_ncdm == _TRUE_) { - pnl->has_pk_cb = _TRUE_; - } - else { - pnl->has_pk_cb = _FALSE_; - } - - index_pk = 0; - class_define_index(pnl->index_pk_m, pnl->has_pk_m, index_pk,1); - class_define_index(pnl->index_pk_cb, pnl->has_pk_cb, index_pk,1); - pnl->pk_size = index_pk; - - /** (a) First deal with the case where non non-linear corrections requested */ - - if (pnl->method == nl_none) { - if (pnl->nonlinear_verbose > 0) - printf("No non-linear spectra requested. Nonlinear module skipped.\n"); - } - - /** (b) Compute for HALOFIT non-linear spectrum */ - - else if (pnl->method == nl_halofit) { - if (pnl->nonlinear_verbose > 0) - printf("Computing non-linear matter power spectrum with Halofit (including update Takahashi et al. 2012 and Bird 2014)\n"); - - if (pba->has_ncdm) { - for (index_ncdm=0;index_ncdm < pba->N_ncdm; index_ncdm++){ - if (pba->m_ncdm_in_eV[index_ncdm] > _M_EV_TOO_BIG_FOR_HALOFIT_) - fprintf(stdout,"Warning: Halofit is proved to work for CDM, and also with a small HDM component thanks to Bird et al.'s update. But it sounds like you are running with a WDM component of mass %f eV, which makes the use of Halofit suspicious.\n",pba->m_ncdm_in_eV[index_ncdm]); - } - } - - /** - copy list of (k,tau) from perturbation module */ - - pnl->k_size = ppt->k_size[ppt->index_md_scalars]; - class_alloc(pnl->k,pnl->k_size*sizeof(double),pnl->error_message); - for (index_k=0; index_kk_size; index_k++) - pnl->k[index_k] = ppt->k[ppt->index_md_scalars][index_k]; - - pnl->tau_size = ppt->tau_size; - class_alloc(pnl->tau,pnl->tau_size*sizeof(double),pnl->error_message); - for (index_tau=0; index_tautau_size; index_tau++) - pnl->tau[index_tau] = ppt->tau_sampling[index_tau]; - - class_alloc(pnl->nl_corr_density, - pnl->pk_size*sizeof(double *), - pnl->error_message); - - class_alloc(pnl->k_nl, - pnl->pk_size*sizeof(double *), - pnl->error_message); - - class_alloc(pk_l, - pnl->k_size*sizeof(double), - pnl->error_message); - - class_alloc(pk_nl, - pnl->k_size*sizeof(double), - pnl->error_message); - - class_alloc(lnk_l, - pnl->k_size*sizeof(double), - pnl->error_message); - - class_alloc(lnpk_l, - pnl->k_size*sizeof(double), - pnl->error_message); - - class_alloc(ddlnpk_l, - pnl->k_size*sizeof(double), - pnl->error_message); - - for (index_pk=0; index_pkpk_size; index_pk++){ - class_alloc(pnl->nl_corr_density[index_pk],pnl->tau_size*pnl->k_size*sizeof(double),pnl->error_message); - class_alloc(pnl->k_nl[index_pk],pnl->tau_size*sizeof(double),pnl->error_message); - } - - print_warning=_FALSE_; - - pnl->index_tau_min_nl = 0; - - /** - loop over time */ - - for (index_tau = pnl->tau_size-1; index_tau>=0; index_tau--) { - - for (index_pk=0; index_pkpk_size; index_pk++) { - - /* get P_L(k) at this time */ - class_call(nonlinear_pk_l(pba,ppt,ppm,pnl,index_pk,index_tau,pk_l,lnk_l,lnpk_l,ddlnpk_l), - pnl->error_message, - pnl->error_message); - - /* get P_NL(k) at this time */ - if (print_warning == _FALSE_) { - - class_call(nonlinear_halofit(ppr, - pba, - ppt, - ppm, - pnl, - index_pk, - pnl->tau[index_tau], - pk_l, - pk_nl, - lnk_l, - lnpk_l, - ddlnpk_l, - &(pnl->k_nl[index_pk][index_tau]), - &halofit_found_k_max), - pnl->error_message, - pnl->error_message); - - if (halofit_found_k_max == _TRUE_) { - - // for debugging: - /*if ((index_tau == pnl->tau_size-1)){ - for (index_k=0; index_kk_size; index_k++) { - fprintf(stdout,"%d %e %e %e\n",index_pk,pnl->k[index_k],pk_l[index_pk][index_k],pk_nl[index_pk][index_k]); - } - fprintf(stdout,"\n\n\n"); - }*/ - - for (index_k=0; index_kk_size; index_k++) { - pnl->nl_corr_density[index_pk][index_tau * pnl->k_size + index_k] = sqrt(pk_nl[index_k]/pk_l[index_k]); - } - } - else { - /* when Halofit found k_max too small, use 1 as the - non-linear correction for this redshift/time, store the - last index which worked, and print a warning. */ - print_warning = _TRUE_; - pnl->index_tau_min_nl = index_tau+1; - for (index_k=0; index_kk_size; index_k++) { - pnl->nl_corr_density[index_pk][index_tau * pnl->k_size + index_k] = 1.; - } - if (pnl->nonlinear_verbose > 0) { - class_alloc(pvecback,pba->bg_size*sizeof(double),pnl->error_message); - class_call(background_at_tau(pba,pnl->tau[index_tau],pba->short_info,pba->inter_normal,&last_index,pvecback), - pba->error_message, - pnl->error_message); - a = pvecback[pba->index_bg_a]; - z = pba->a_today/a-1.; - fprintf(stdout, - " -> [WARNING:] index_pk=%d Halofit non-linear corrections could not be computed at redshift z=%5.2f and higher.\n This is because k_max is too small for Halofit to be able to compute the scale k_NL at this redshift.\n If non-linear corrections at such high redshift really matter for you,\n just try to increase one of the parameters P_k_max_h/Mpc or P_k_max_1/Mpc or halofit_min_k_max (the code will take the max of these parameters) until reaching desired z.\n", - index_pk,z); - free(pvecback); - } - } - } - else { - /* if Halofit found k_max too small at a previous - time/redhsift, use 1 as the non-linear correction for all - higher redshifts/earlier times. */ - for (index_k=0; index_kk_size; index_k++) { - pnl->nl_corr_density[index_pk][index_tau * pnl->k_size + index_k] = 1.; - } - } - - }//end loop over pk_type - - }//end loop over tau - - /* free allocated arrays */ - - free(pk_l); - free(pk_nl); - free(lnk_l); - free(lnpk_l); - free(ddlnpk_l); - - } // end of Halofit part - - else { - class_stop(pnl->error_message, - "Your non-linear method variable is set to %d, out of the range defined in nonlinear.h",pnl->method); - } - - return _SUCCESS_; -} - -/** - * Free all memory space allocated by nonlinear_init(). - * - * - * @param pnl Input: pointer to nonlineard structure (to be freed) - * @return the error status - */ - -int nonlinear_free( - struct nonlinear *pnl - ) { - int index_pk; - - if (pnl->method > nl_none) { - - if (pnl->method == nl_halofit) { - free(pnl->k); - free(pnl->tau); - for(index_pk=0;index_pkpk_size;++index_pk){ - free(pnl->nl_corr_density[index_pk]); - free(pnl->k_nl[index_pk]); - } - free(pnl->nl_corr_density); - free(pnl->k_nl); - } - } - - if (pnl->has_pk_eq == _TRUE_) { - free(pnl->pk_eq_tau); - free(pnl->pk_eq_w_and_Omega); - free(pnl->pk_eq_ddw_and_ddOmega); - } - - return _SUCCESS_; - -} - -/** - * Calculation of the linear matter power spectrum, used to get the - * nonlinear one. This is partially redundent with a more elaborate - * version of this calculation performed later in the spectra - * module. At some point the organisation will change to avoid this - * redundency. - * - * @param pba Input: pointer to background structure - * @param ppt Input: pointer to perturbation structure - * @param ppm Input: pointer to primordial structure - * @param pnl Input: pointer to nonlinear structure - * @param index_pk Input: index of component are we looking at (total matter or cdm+baryons?) - * @param index_tau Input: index of conformal time at which we want to do the calculation - * @param pk_l Output: linear spectrum at the relevant time - * @param lnk Output: array log(wavenumber) - * @param lnpk Output: array of log(P(k)_linear) - * @param ddlnpk Output: array of second derivative of log(P(k)_linear) wrt k, for spline interpolation - * @return the error status - */ - -int nonlinear_pk_l( - struct background *pba, - struct perturbs *ppt, - struct primordial *ppm, - struct nonlinear *pnl, - int index_pk, - int index_tau, - double *pk_l, - double *lnk, - double *lnpk, - double *ddlnpk) { - - int index_md; - int index_k; - int index_delta; - int index_ic1,index_ic2,index_ic1_ic2; - double * primordial_pk; - double source_ic1,source_ic2; - - index_md = ppt->index_md_scalars; - - if ((pnl->has_pk_m == _TRUE_) && (index_pk == pnl->index_pk_m)) { - index_delta = ppt->index_tp_delta_m; - } - else if ((pnl->has_pk_cb == _TRUE_) && (index_pk == pnl->index_pk_cb)) { - index_delta = ppt->index_tp_delta_cb; - } - else { - class_stop(pnl->error_message,"P(k) is set neither to total matter nor to cold dark matter + baryons"); - } - - class_alloc(primordial_pk,ppm->ic_ic_size[index_md]*sizeof(double),pnl->error_message); - - for (index_k=0; index_kk_size; index_k++) { - - class_call(primordial_spectrum_at_k(ppm, - index_md, - linear, - pnl->k[index_k], - primordial_pk), - ppm->error_message, - pnl->error_message); - - pk_l[index_k] = 0; - - /* part diagonal in initial conditions */ - for (index_ic1 = 0; index_ic1 < ppm->ic_size[index_md]; index_ic1++) { - - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic1,ppm->ic_size[index_md]); - - source_ic1 = ppt->sources[index_md] - [index_ic1 * ppt->tp_size[index_md] + index_delta] - [index_tau * ppt->k_size[index_md] + index_k]; - - pk_l[index_k] += 2.*_PI_*_PI_/pow(pnl->k[index_k],3) - *source_ic1*source_ic1 - *primordial_pk[index_ic1_ic2]; - - } - - /* part non-diagonal in initial conditions */ - for (index_ic1 = 0; index_ic1 < ppm->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1+1; index_ic2 < ppm->ic_size[index_md]; index_ic2++) { - - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,ppm->ic_size[index_md]); - - if (ppm->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - - source_ic1 = ppt->sources[index_md] - [index_ic1 * ppt->tp_size[index_md] + index_delta] - [index_tau * ppt->k_size[index_md] + index_k]; - - source_ic2 = ppt->sources[index_md] - [index_ic2 * ppt->tp_size[index_md] + index_delta] - [index_tau * ppt->k_size[index_md] + index_k]; - - pk_l[index_k] += 2.*2.*_PI_*_PI_/pow(pnl->k[index_k],3) - *source_ic1*source_ic2 - *primordial_pk[index_ic1_ic2]; // extra 2 factor (to include the symmetric term ic2,ic1) - - } - } - } - - lnk[index_k] = log(pnl->k[index_k]); - lnpk[index_k] = log(pk_l[index_k]); - - } - - class_call(array_spline_table_columns(lnk, - pnl->k_size, - lnpk, - 1, - ddlnpk, - _SPLINE_NATURAL_, - pnl->error_message), - pnl->error_message, - pnl->error_message); - - free(primordial_pk); - - return _SUCCESS_; - -} - -/** - * Calculation of the nonlinear matter power spectrum with Halofit - * (includes Takahashi 2012 + Bird 2013 revisions). - * - * At high redshift it is possible that the non-linear corrections are - * so small that they can be computed only by going to very large - * wavenumbers. Thius, for some combination of (z, k_max), the - * calculation is not possible. In this case a _FALSE_ will be - * returned in the flag halofit_found_k_max. - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param ppt Input: pointer to perturbation structure - * @param ppm Input: pointer to primordial structure - * @param pnl Input/Output: pointer to nonlinear structure - * @param index_pk Input: index of component are we looking at (total matter or cdm+baryons?) - * @param tau Input: conformal time at which we want to do the calculation - * @param pk_l Input: linear spectrum at the relevant time - * @param pk_nl Output: non linear spectrum at the relevant time - * @param lnk_l Input: array log(wavenumber) - * @param lnpk_l Input: array of log(P(k)_linear) - * @param ddlnpk_l Input: array of second derivative of log(P(k)_linear) wrt k, for spline interpolation - * @param k_nl Output: non-linear wavenumber - * @param halofit_found_k_max Ouput: flag cocnerning the status of the calculation (_FALSE_ if not possible) - * @return the error status - */ - -int nonlinear_halofit( - struct precision *ppr, - struct background *pba, - struct perturbs *ppt, - struct primordial *ppm, - struct nonlinear *pnl, - int index_pk, - double tau, - double *pk_l, - double *pk_nl, - double *lnk_l, - double *lnpk_l, - double *ddlnpk_l, - double *k_nl, - short * halofit_found_k_max - ) { - - double Omega_m,Omega_v,fnu,Omega0_m, w0, dw_over_da_fld, integral_fld; - - /** Determine non linear ratios (from pk) **/ - - int index_k; - double pk_lin,pk_quasi,pk_halo,rk; - double sigma,rknl,rneff,rncur,d1,d2; - double diff,xlogr1,xlogr2,rmid; - - double gam,a,b,c,xmu,xnu,alpha,beta,f1,f2,f3; - double pk_linaa; - double y; - double f1a,f2a,f3a,f1b,f2b,f3b,frac; - - double * pvecback; - - int last_index=0; - int counter; - double sum1,sum2,sum3; - double anorm; - - double *integrand_array; - int integrand_size; - int index_ia_k; - int index_ia_pk; - int index_ia_sum; - int index_ia_ddsum; - /* - int index_ia_sum2; - int index_ia_ddsum2; - int index_ia_sum3; - int index_ia_ddsum3; - */ - int ia_size; - int index_ia; - - double k_integrand; - double lnpk_integrand; - - double R; - - double * w_and_Omega; - - class_alloc(pvecback,pba->bg_size*sizeof(double),pnl->error_message); - - Omega0_m = pba->Omega0_cdm + pba->Omega0_b + pba->Omega0_ncdm_tot + pba->Omega0_dcdm; - - if ((pnl->has_pk_m == _TRUE_) && (index_pk == pnl->index_pk_m)) { - fnu = pba->Omega0_ncdm_tot/Omega0_m; - } - else if ((pnl->has_pk_cb == _TRUE_) && (index_pk == pnl->index_pk_cb)) { - fnu = 0.; - } - else { - class_stop(pnl->error_message,"P(k) is set neither to total matter nor to cold dark matter + baryons"); - } - - if (pnl->has_pk_eq == _FALSE_) { - - /* default method to compute w0 = w_fld today, Omega_m(tau) and Omega_v=Omega_DE(tau), - all required by HALFIT fitting formulas */ - - class_call(background_w_fld(pba,pba->a_today,&w0,&dw_over_da_fld,&integral_fld), pba->error_message, pnl->error_message); - - class_call(background_at_tau(pba,tau,pba->long_info,pba->inter_normal,&last_index,pvecback), - pba->error_message, - pnl->error_message); - - Omega_m = pvecback[pba->index_bg_Omega_m]; - Omega_v = 1.-pvecback[pba->index_bg_Omega_m]-pvecback[pba->index_bg_Omega_r]; - - } - else { - - /* alternative method called Pk_equal, described in 0810.0190 and - 1601.07230, extending the range of validity of - HALOFIT from constant w to (w0,wa) models. In that - case, some effective values of w0(tau_i) and - Omega_m(tau_i) have been pre-computed in the - input module, and we just ned to interpolate - within tabulated arrays, to get them at the - current tau value. */ - - class_alloc(w_and_Omega,pnl->pk_eq_size*sizeof(double),pnl->error_message); - - class_call(array_interpolate_spline( - pnl->pk_eq_tau, - pnl->pk_eq_tau_size, - pnl->pk_eq_w_and_Omega, - pnl->pk_eq_ddw_and_ddOmega, - pnl->pk_eq_size, - tau, - &last_index, - w_and_Omega, - pnl->pk_eq_size, - pnl->error_message), - pnl->error_message, - pnl->error_message); - - w0 = w_and_Omega[pnl->index_pk_eq_w]; - Omega_m = w_and_Omega[pnl->index_pk_eq_Omega_m]; - Omega_v = 1.-Omega_m; - - free(w_and_Omega); - } - - anorm = 1./(2*pow(_PI_,2)); - - /* Until the 17.02.2015 the values of k used for integrating sigma(R) quantities needed by Halofit where the same as in the perturbation module. - Since then, we sample these integrals on more values, in order to get more precise integrals (thanks Matteo Zennaro for noticing the need for this). - - We create a temporary integrand_array which columns will be: - - k in 1/Mpc - - just linear P(k) in Mpc**3 - - 1/(2(pi**2)) P(k) k**2 exp(-(kR)**2) or 1/(2(pi**2)) P(k) k**2 2 (kR) exp(-(kR)**2) or 1/(2(pi**2)) P(k) k**2 4 (kR)(1-kR) exp(-(kR)**2) - - second derivative of previous line with spline - */ - - index_ia=0; - class_define_index(index_ia_k, _TRUE_,index_ia,1); - class_define_index(index_ia_pk, _TRUE_,index_ia,1); - class_define_index(index_ia_sum, _TRUE_,index_ia,1); - class_define_index(index_ia_ddsum, _TRUE_,index_ia,1); - ia_size = index_ia; - - integrand_size=(int)(log(pnl->k[pnl->k_size-1]/pnl->k[0])/log(10.)*ppr->halofit_k_per_decade)+1; - - class_alloc(integrand_array,integrand_size*ia_size*sizeof(double),pnl->error_message); - - //fprintf(stderr,"Omega_m=%e, fnu=%e\n",Omega0_m,fnu); - - /* we fill integrand_array with values of k and P(k) using interpolation */ - - last_index=0; - - for (index_k=0; index_k < integrand_size; index_k++) { - - k_integrand=pnl->k[0]*pow(10.,index_k/ppr->halofit_k_per_decade); - - class_call(array_interpolate_spline(lnk_l, - pnl->k_size, - lnpk_l, - ddlnpk_l, - 1, - log(k_integrand), - &last_index, - &lnpk_integrand, - 1, - pnl->error_message), - pnl->error_message, - pnl->error_message); - - integrand_array[index_k*ia_size + index_ia_k] = k_integrand; - integrand_array[index_k*ia_size + index_ia_pk] = exp(lnpk_integrand); - - } - - class_call(background_at_tau(pba,tau,pba->long_info,pba->inter_normal,&last_index,pvecback), - pba->error_message, - pnl->error_message); - - //TODO: adapt w0 to smg - //TODO: add warning message -> halofit not correct for modified gravity - Omega_m = pvecback[pba->index_bg_Omega_m]; - Omega_v = pvecback[pba->index_bg_Omega_de]; - w0 = pba->w0_fld; - -// if (tau == pba->tau_table[pba->bt_size-1]) -// printf("Halofit: tau=%g, Omega_m = %g, Omega_r = %g, Omega_v = %g, w0 = %g \n",tau, Omega_m, pvecback[pba->index_bg_Omega_r], Omega_v,w0); - - // for debugging: - //printf("Call Halofit at z=%e\n",pba->a_today/pvecback[pba->index_bg_a]-1.); - - /* minimum value of R such that the integral giving sigma_R is - converged. The parameter halofit_sigma_precision should be - understood as follows: we trust our calculation of sigma(R) as - long as the integral reaches a value k_max such that the factor - exp(-(Rk_max)**2) is already as low as halofit_sigma_precisio, - shoing that the integreal is converged. In practise this - condition is tested only for R_max, the highest value of R in our - bisection algorithm. Hence a smaller value of - halofit_sigma_precision will lead to a more precise halofit - result at the *highest* redshift at which halofit can make - computations, at the expense of requiring a larger k_max; but - this parameter is not relevant for the precision on P_nl(k,z) at - other redshifts, so there is normally no need to change i - */ - - R=sqrt(-log(ppr->halofit_sigma_precision))/integrand_array[(integrand_size-1)*ia_size + index_ia_k]; - - class_call(nonlinear_halofit_integrate( - pnl, - integrand_array, - integrand_size, - ia_size, - index_ia_k, - index_ia_pk, - index_ia_sum, - index_ia_ddsum, - R, - halofit_integral_one, - &sum1 - ), - pnl->error_message, - pnl->error_message); - - sigma = sqrt(sum1); - - /* the following error should not stop the code: it will arrive - inevitably at some large redshift, and then the code should not - stop, but just give up computing P_NL(k,z). This is why we have a - special error handling here (using class_test_except and free() - commands to avoid memory leaks, and calling this whole function - not through a class_call) */ - - /* - class_test_except(sigma < 1., - pnl->error_message, - free(pvecback);free(integrand_array), - "Your k_max=%g 1/Mpc is too small for Halofit to find the non-linearity scale z_nl at z=%g. Increase input parameter P_k_max_h/Mpc or P_k_max_1/Mpc", - pnl->k[pnl->k_size-1], - pba->a_today/pvecback[pba->index_bg_a]-1.); - */ - - if (sigma < 1.) { - * halofit_found_k_max = _FALSE_; - free(pvecback); - free(integrand_array); - return _SUCCESS_; - } - else { - * halofit_found_k_max = _TRUE_; - } - - xlogr1 = log(R)/log(10.); - - /* maximum value of R in the bisection algorithm leading to the - determination of R_nl. For this value we can make a - conservaitive guess: 1/halofit_min_k_nonlinear, where - halofit_min_k_nonlinear is the minimum value of k at which we ask - halofit to give us an estimate of P_nl(k,z). By assumption we - treat all smaller k's as linear, so we know that - sigma(1/halofit_min_k_nonlinear) must be <<1 (and if it is not - the test below will alert us) */ - - R=1./ppr->halofit_min_k_nonlinear; - - /* corresponding value of sigma_R */ - class_call(nonlinear_halofit_integrate( - pnl, - integrand_array, - integrand_size, - ia_size, - index_ia_k, - index_ia_pk, - index_ia_sum, - index_ia_ddsum, - R, - halofit_integral_one, - &sum1 - ), - pnl->error_message, - pnl->error_message); - - sigma = sqrt(sum1); - - class_test(sigma > 1., - pnl->error_message, - "Your input value for the precision parameter halofit_min_k_nonlinear=%e is too large, such that sigma(R=1/halofit_min_k_nonlinear)=% > 1. For self-consistency, it should have been <1. Decrease halofit_min_k_nonlinear", - ppr->halofit_min_k_nonlinear,sigma); - - xlogr2 = log(R)/log(10.); - - counter = 0; - do { - rmid = pow(10,(xlogr2+xlogr1)/2.0); - counter ++; - - class_call(nonlinear_halofit_integrate( - pnl, - integrand_array, - integrand_size, - ia_size, - index_ia_k, - index_ia_pk, - index_ia_sum, - index_ia_ddsum, - rmid, - halofit_integral_one, - &sum1 - ), - pnl->error_message, - pnl->error_message); - - sigma = sqrt(sum1); - - diff = sigma - 1.0; - - if (diff > ppr->halofit_tol_sigma){ - xlogr1=log10(rmid); - } - else if (diff < -ppr->halofit_tol_sigma) { - xlogr2 = log10(rmid); - } - - /* The first version of this test woukld let the code continue: */ - /* - class_test_except(counter > _MAX_IT_, - pnl->error_message, - free(pvecback);free(integrand_array), - "could not converge within maximum allowed number of iterations"); - */ - /* ... but in this situation it sounds better to make it stop and return an error! */ - class_test(counter > _MAX_IT_, - pnl->error_message, - "could not converge within maximum allowed number of iterations"); - - } while (fabs(diff) > ppr->halofit_tol_sigma); - - /* evaluate all the other integrals at R=rmid */ - - class_call(nonlinear_halofit_integrate( - pnl, - integrand_array, - integrand_size, - ia_size, - index_ia_k, - index_ia_pk, - index_ia_sum, - index_ia_ddsum, - rmid, - halofit_integral_two, - &sum2 - ), - pnl->error_message, - pnl->error_message); - - class_call(nonlinear_halofit_integrate( - pnl, - integrand_array, - integrand_size, - ia_size, - index_ia_k, - index_ia_pk, - index_ia_sum, - index_ia_ddsum, - rmid, - halofit_integral_three, - &sum3 - ), - pnl->error_message, - pnl->error_message); - - sigma = sqrt(sum1); - d1 = -sum2/sum1; - d2 = -sum2*sum2/sum1/sum1 - sum3/sum1; - - rknl = 1./rmid; - rneff = -3.-d1; - rncur = -d2; - - *k_nl = rknl; - - //fprintf(stderr,"Here\n"); - - for (index_k = 0; index_k < pnl->k_size; index_k++){ - - rk = pnl->k[index_k]; - - if (rk > ppr->halofit_min_k_nonlinear) { - - pk_lin = pk_l[index_k]*pow(pnl->k[index_k],3)*anorm; - - /* in original halofit, this is the beginning of the function halofit() */ - - /*SPB11: Standard halofit underestimates the power on the smallest - * scales by a factor of two. Add an extra correction from the - * simulations in Bird, Viel,Haehnelt 2011 which partially accounts for - * this.*/ - /*SPB14: This version of halofit is an updated version of the fit to the massive neutrinos - * based on the results of Takahashi 2012, (arXiv:1208.2701). - */ - gam=0.1971-0.0843*rneff+0.8460*rncur; - a=1.5222+2.8553*rneff+2.3706*rneff*rneff+0.9903*rneff*rneff*rneff+ 0.2250*rneff*rneff*rneff*rneff-0.6038*rncur+0.1749*Omega_v*(1.+w0); - a=pow(10,a); - b=pow(10, (-0.5642+0.5864*rneff+0.5716*rneff*rneff-1.5474*rncur+0.2279*Omega_v*(1.+w0))); - c=pow(10, 0.3698+2.0404*rneff+0.8161*rneff*rneff+0.5869*rncur); - xmu=0.; - xnu=pow(10,5.2105+3.6902*rneff); - alpha=fabs(6.0835+1.3373*rneff-0.1959*rneff*rneff-5.5274*rncur); - beta=2.0379-0.7354*rneff+0.3157*pow(rneff,2)+1.2490*pow(rneff,3)+0.3980*pow(rneff,4)-0.1682*rncur + fnu*(1.081 + 0.395*pow(rneff,2)); - - if(fabs(1-Omega_m)>0.01) { /*then omega evolution */ - f1a=pow(Omega_m,(-0.0732)); - f2a=pow(Omega_m,(-0.1423)); - f3a=pow(Omega_m,(0.0725)); - f1b=pow(Omega_m,(-0.0307)); - f2b=pow(Omega_m,(-0.0585)); - f3b=pow(Omega_m,(0.0743)); - frac=Omega_v/(1.-Omega_m); - f1=frac*f1b + (1-frac)*f1a; - f2=frac*f2b + (1-frac)*f2a; - f3=frac*f3b + (1-frac)*f3a; - } - else { - f1=1.; - f2=1.; - f3=1.; - } - - y=(rk/rknl); - pk_halo = a*pow(y,f1*3.)/(1.+b*pow(y,f2)+pow(f3*c*y,3.-gam)); - pk_halo=pk_halo/(1+xmu*pow(y,-1)+xnu*pow(y,-2))*(1+fnu*(0.977-18.015*(Omega0_m-0.3))); - // rk is in 1/Mpc, 47.48and 1.5 in Mpc**-2, so we need an h**2 here (Credits Antonio J. Cuesta) - pk_linaa=pk_lin*(1+fnu*47.48*pow(rk/pba->h,2)/(1+1.5*pow(rk/pba->h,2))); - pk_quasi=pk_lin*pow((1+pk_linaa),beta)/(1+pk_linaa*alpha)*exp(-y/4.0-pow(y,2)/8.0); - - pk_nl[index_k] = (pk_halo+pk_quasi)/pow(pnl->k[index_k],3)/anorm; - - /* in original halofit, this is the end of the function halofit() */ - } - else { - pk_nl[index_k] = pk_l[index_k]; - } - } - - free(pvecback); - free(integrand_array); - return _SUCCESS_; -} - -/** - * Internal routione of Halofit. In original Halofit, this is - * equivalent to the function wint() -*/ - -int nonlinear_halofit_integrate( - struct nonlinear *pnl, - double * integrand_array, - int integrand_size, - int ia_size, - int index_ia_k, - int index_ia_pk, - int index_ia_sum, - int index_ia_ddsum, - double R, - enum halofit_integral_type type, - double * sum - ) { - - double k,pk,x2,integrand; - int index_k; - double anorm = 1./(2*pow(_PI_,2)); - - for (index_k=0; index_k < integrand_size; index_k++) { - k = integrand_array[index_k*ia_size + index_ia_k]; - pk = integrand_array[index_k*ia_size + index_ia_pk]; - x2 = k*k*R*R; - - integrand = pk*k*k*anorm*exp(-x2); - if (type == halofit_integral_two) integrand *= 2.*x2; - if (type == halofit_integral_three) integrand *= 4.*x2*(1.-x2); - - integrand_array[index_k*ia_size + index_ia_sum] = integrand; - } - - /* fill in second derivatives */ - class_call(array_spline(integrand_array, - ia_size, - integrand_size, - index_ia_k, - index_ia_sum, - index_ia_ddsum, - _SPLINE_NATURAL_, - pnl->error_message), - pnl->error_message, - pnl->error_message); - - /* integrate */ - class_call(array_integrate_all_spline(integrand_array, - ia_size, - integrand_size, - index_ia_k, - index_ia_sum, - index_ia_ddsum, - sum, - pnl->error_message), - pnl->error_message, - pnl->error_message); - - return _SUCCESS_; -} diff --git a/source/output.c b/source/output.c old mode 100755 new mode 100644 index a403c718..bda35830 --- a/source/output.c +++ b/source/output.c @@ -6,7 +6,7 @@ * * The following functions can be called from other modules or from the main: * - * -# output_init() (must be called after spectra_init()) + * -# output_init() (must be called after harmonic_init()) * -# output_total_cl_at_l() (can be called even before output_init()) * * No memory needs to be deallocated after that, @@ -16,7 +16,7 @@ #include "output.h" int output_total_cl_at_l( - struct spectra * psp, + struct harmonic * phr, struct lensing * ple, struct output * pop, int l, @@ -24,7 +24,7 @@ int output_total_cl_at_l( ){ double ** cl_md_ic; /* array with argument - cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct] */ + cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct] */ double ** cl_md; /* array with argument cl_md[index_md][index_ct] */ @@ -41,42 +41,42 @@ int output_total_cl_at_l( else { class_alloc(cl_md_ic, - psp->md_size*sizeof(double *), + phr->md_size*sizeof(double *), pop->error_message); class_alloc(cl_md, - psp->md_size*sizeof(double *), + phr->md_size*sizeof(double *), pop->error_message); - for (index_md = 0; index_md < psp->md_size; index_md++) { + for (index_md = 0; index_md < phr->md_size; index_md++) { - if (psp->md_size > 1) + if (phr->md_size > 1) class_alloc(cl_md[index_md], - psp->ct_size*sizeof(double), + phr->ct_size*sizeof(double), ple->error_message); - if (psp->ic_size[index_md] > 1) + if (phr->ic_size[index_md] > 1) class_alloc(cl_md_ic[index_md], - psp->ic_ic_size[index_md]*psp->ct_size*sizeof(double), + phr->ic_ic_size[index_md]*phr->ct_size*sizeof(double), ple->error_message); } - class_call(spectra_cl_at_l(psp, - (double)l, - cl, - cl_md, - cl_md_ic), - psp->error_message, + class_call(harmonic_cl_at_l(phr, + (double)l, + cl, + cl_md, + cl_md_ic), + phr->error_message, pop->error_message); - for (index_md = 0; index_md < psp->md_size; index_md++) { + for (index_md = 0; index_md < phr->md_size; index_md++) { - if (psp->md_size > 1) + if (phr->md_size > 1) free(cl_md[index_md]); - if (psp->ic_size[index_md] > 1) + if (phr->ic_size[index_md] > 1) free(cl_md_ic[index_md]); } @@ -94,26 +94,28 @@ int output_total_cl_at_l( * This routine writes the output in files. * * - * @param pba Input: pointer to background structure (needed for calling spectra_pk_at_z()) + * @param pba Input: pointer to background structure (needed for calling harmonic_pk_at_z()) * @param pth Input: pointer to thermodynamics structure * @param ppt Input: pointer perturbation structure * @param ppm Input: pointer to primordial structure * @param ptr Input: pointer to transfer structure - * @param psp Input: pointer to spectra structure - * @param pnl Input: pointer to nonlinear structure + * @param phr Input: pointer to harmonic structure + * @param pfo Input: pointer to fourier structure * @param ple Input: pointer to lensing structure + * @param psd Input: pointer to distortions structure * @param pop Input: pointer to output structure */ int output_init( struct background * pba, - struct thermo * pth, - struct perturbs * ppt, + struct thermodynamics * pth, + struct perturbations * ppt, struct primordial * ppm, - struct transfers * ptr, - struct spectra * psp, - struct nonlinear * pnl, + struct transfer * ptr, + struct harmonic * phr, + struct fourier * pfo, struct lensing * ple, + struct distortions * psd, struct output * pop ) { @@ -135,7 +137,7 @@ int output_init( if (ppt->has_cls == _TRUE_) { - class_call(output_cl(pba,ppt,psp,ple,pop), + class_call(output_cl(pba,ppt,phr,ple,pop), pop->error_message, pop->error_message); } @@ -144,14 +146,16 @@ int output_init( if (ppt->has_pk_matter == _TRUE_) { - class_call(output_pk(pba,ppt,psp,pop), + class_call(output_pk(pba,ppt,pfo,pop,pk_linear), pop->error_message, pop->error_message); - if (pnl->method != nl_none) { - class_call(output_pk_nl(pba,ppt,psp,pop), + if (pfo->method != nl_none) { + + class_call(output_pk(pba,ppt,pfo,pop,pk_nonlinear), pop->error_message, pop->error_message); + } } @@ -159,9 +163,10 @@ int output_init( if ((ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_)) { - class_call(output_tk(pba,ppt,psp,pop), + class_call(output_tk(pba,ppt,pop), pop->error_message, pop->error_message); + } /** - deal with background quantities */ @@ -186,7 +191,7 @@ int output_init( /** - deal with perturbation quantities */ - if (pop->write_perturbations == _TRUE_) { + if (pop->write_perturbations == _TRUE_ && ppt->has_perturbations) { class_call(output_perturbations(pba,ppt,pop), pop->error_message, @@ -196,7 +201,7 @@ int output_init( /** - deal with primordial spectra */ - if (pop->write_primordial == _TRUE_) { + if (pop->write_primordial == _TRUE_ && ppt->has_perturbations) { class_call(output_primordial(ppt,ppm,pop), pop->error_message, @@ -204,6 +209,24 @@ int output_init( } + /** - deal with heating */ + + if (pop->write_exotic_injection == _TRUE_ || pop->write_noninjection == _TRUE_) { + + class_call(output_heating(&(pth->in),&(psd->ni),pop), + pop->error_message, + pop->error_message); + } + + /** - deal with spectral distortions */ + + if (pop->write_distortions == _TRUE_) { + + class_call(output_distortions(psd,pop), + pop->error_message, + pop->error_message); + } + return _SUCCESS_; } @@ -213,15 +236,15 @@ int output_init( * * @param pba Input: pointer to background structure (needed for \f$ T_{cmb}\f$) * @param ppt Input: pointer perturbation structure - * @param psp Input: pointer to spectra structure + * @param phr Input: pointer to harmonic structure * @param ple Input: pointer to lensing structure * @param pop Input: pointer to output structure */ int output_cl( struct background * pba, - struct perturbs * ppt, - struct spectra * psp, + struct perturbations * ppt, + struct harmonic * phr, struct lensing * ple, struct output * pop ) { @@ -243,7 +266,7 @@ int output_cl( FILE * out_lensed; /* (will contain total lensed cl's) */ double ** cl_md_ic; /* array with argument - cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct] */ + cl_md_ic[index_md][index_ic1_ic2*phr->ct_size+index_ct] */ double ** cl_md; /* array with argument cl_md[index_md][index_ct] */ @@ -261,53 +284,53 @@ int output_cl( /** - first, allocate all arrays of files and \f$ C_l\f$'s */ class_alloc(out_md_ic, - psp->md_size*sizeof(FILE * *), + phr->md_size*sizeof(FILE * *), pop->error_message); class_alloc(cl_md_ic, - psp->md_size*sizeof(double *), + phr->md_size*sizeof(double *), pop->error_message); class_alloc(out_md, - psp->md_size*sizeof(FILE *), + phr->md_size*sizeof(FILE *), pop->error_message); class_alloc(cl_md, - psp->md_size*sizeof(double *), + phr->md_size*sizeof(double *), pop->error_message); for (index_md = 0; index_md < ppt->md_size; index_md++) { class_alloc(out_md_ic[index_md], - psp->ic_ic_size[index_md]*sizeof(FILE *), + phr->ic_ic_size[index_md]*sizeof(FILE *), pop->error_message); } /** - second, open only the relevant files, and write a heading in each of them */ - sprintf(file_name,"%s%s",pop->root,"cl.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cl.dat"); - class_call(output_open_cl_file(psp, + class_call(output_open_cl_file(phr, pop, &out, file_name, "total [l(l+1)/2pi] C_l's", - psp->l_max_tot + phr->l_max_tot ), pop->error_message, pop->error_message); class_alloc(cl_tot, - psp->ct_size*sizeof(double), + phr->ct_size*sizeof(double), pop->error_message); if (ple->has_lensed_cls == _TRUE_) { - sprintf(file_name,"%s%s",pop->root,"cl_lensed.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cl_lensed.dat"); - class_call(output_open_cl_file(psp, + class_call(output_open_cl_file(phr, pop, &out_lensed, file_name, @@ -324,30 +347,30 @@ int output_cl( if (_scalars_) { - sprintf(file_name,"%s%s",pop->root,"cls.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar mode"); } if (_tensors_) { - sprintf(file_name,"%s%s",pop->root,"clt.dat"); + class_sprintf(file_name,"%s%s",pop->root,"clt.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for tensor mode"); } - class_call(output_open_cl_file(psp, + class_call(output_open_cl_file(phr, pop, &(out_md[index_md]), file_name, first_line, - psp->l_max[index_md] + phr->l_max[index_md] ), pop->error_message, pop->error_message); class_alloc(cl_md[index_md], - psp->ct_size*sizeof(double), + phr->ct_size*sizeof(double), pop->error_message); } @@ -366,105 +389,105 @@ int output_cl( if ((ppt->has_ad == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_ad)) { - sprintf(file_name,"%s%s",pop->root,"cls_ad.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_ad.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar adiabatic (AD) mode"); } if ((ppt->has_bi == _TRUE_) && (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_bi)) { - sprintf(file_name,"%s%s",pop->root,"cls_bi.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_bi.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar baryon isocurvature (BI) mode"); } if ((ppt->has_cdi == _TRUE_) && (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_cdi)) { - sprintf(file_name,"%s%s",pop->root,"cls_cdi.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_cdi.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar CDM isocurvature (CDI) mode"); } if ((ppt->has_nid == _TRUE_) && (index_ic1 == ppt->index_ic_nid) && (index_ic2 == ppt->index_ic_nid)) { - sprintf(file_name,"%s%s",pop->root,"cls_nid.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_nid.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar neutrino density isocurvature (NID) mode"); } if ((ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_niv) && (index_ic2 == ppt->index_ic_niv)) { - sprintf(file_name,"%s%s",pop->root,"cls_niv.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_niv.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar neutrino velocity isocurvature (NIV) mode"); } if ((ppt->has_ad == _TRUE_) && (ppt->has_bi == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_bi)) { - sprintf(file_name,"%s%s",pop->root,"cls_ad_bi.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_ad_bi.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross ADxBI mode"); } if ((ppt->has_ad == _TRUE_) && (ppt->has_cdi == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_cdi)) { - sprintf(file_name,"%s%s",pop->root,"cls_ad_cdi.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_ad_cdi.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross ADxCDI mode"); } if ((ppt->has_ad == _TRUE_) && (ppt->has_nid == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_nid)) { - sprintf(file_name,"%s%s",pop->root,"cls_ad_nid.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_ad_nid.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross ADxNID mode"); } if ((ppt->has_ad == _TRUE_) && (ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_niv)) { - sprintf(file_name,"%s%s",pop->root,"cls_ad_niv.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_ad_niv.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross ADxNIV mode"); } if ((ppt->has_bi == _TRUE_) && (ppt->has_cdi == _TRUE_) && (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_cdi)) { - sprintf(file_name,"%s%s",pop->root,"cls_bi_cdi.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_bi_cdi.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross BIxCDI mode"); } if ((ppt->has_bi == _TRUE_) && (ppt->has_nid == _TRUE_) && (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_nid)) { - sprintf(file_name,"%s%s",pop->root,"cls_bi_nid.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_bi_nid.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross BIxNID mode"); } if ((ppt->has_bi == _TRUE_) && (ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_niv)) { - sprintf(file_name,"%s%s",pop->root,"cls_bi_niv.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_bi_niv.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross BIxNIV mode"); } if ((ppt->has_cdi == _TRUE_) && (ppt->has_nid == _TRUE_) && (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_nid)) { - sprintf(file_name,"%s%s",pop->root,"cls_cdi_nid.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_cdi_nid.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross CDIxNID mode"); } if ((ppt->has_cdi == _TRUE_) && (ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_niv)) { - sprintf(file_name,"%s%s",pop->root,"cls_cdi_niv.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_cdi_niv.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross CDIxNIV mode"); } if ((ppt->has_nid == _TRUE_) && (ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_nid) && (index_ic2 == ppt->index_ic_niv)) { - sprintf(file_name,"%s%s",pop->root,"cls_nid_niv.dat"); + class_sprintf(file_name,"%s%s",pop->root,"cls_nid_niv.dat"); strcpy(first_line,"[l(l+1)/2pi] C_l's for scalar cross NIDxNIV mode"); } @@ -478,16 +501,16 @@ int output_cl( } - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,phr->ic_size[index_md]); - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { + if (phr->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - class_call(output_open_cl_file(psp, + class_call(output_open_cl_file(phr, pop, &(out_md_ic[index_md][index_ic1_ic2]), file_name, first_line, - psp->l_max[index_md] + phr->l_max[index_md] ), pop->error_message, pop->error_message); @@ -497,22 +520,22 @@ int output_cl( } class_alloc(cl_md_ic[index_md], - psp->ic_ic_size[index_md]*psp->ct_size*sizeof(double), + phr->ic_ic_size[index_md]*phr->ct_size*sizeof(double), pop->error_message); } } /** - third, perform loop over l. For each multipole, get all \f$ C_l\f$'s - by calling spectra_cl_at_l() and distribute the results to + by calling harmonic_cl_at_l() and distribute the results to relevant files */ - for (l = 2; l <= psp->l_max_tot; l++) { + for (l = 2; l <= phr->l_max_tot; l++) { - class_call(spectra_cl_at_l(psp,(double)l,cl_tot,cl_md,cl_md_ic), - psp->error_message, + class_call(harmonic_cl_at_l(phr,(double)l,cl_tot,cl_md,cl_md_ic), + phr->error_message, pop->error_message); - class_call(output_one_line_of_cl(pba,psp,pop,out,(double)l,cl_tot,psp->ct_size), + class_call(output_one_line_of_cl(pba,phr,pop,out,(double)l,cl_tot,phr->ct_size), pop->error_message, pop->error_message); @@ -524,16 +547,16 @@ int output_cl( ple->error_message, pop->error_message); - class_call(output_one_line_of_cl(pba,psp,pop,out_lensed,l,cl_tot,psp->ct_size), + class_call(output_one_line_of_cl(pba,phr,pop,out_lensed,l,cl_tot,phr->ct_size), pop->error_message, pop->error_message); } if (ppt->md_size > 1) { for (index_md = 0; index_md < ppt->md_size; index_md++) { - if (l <= psp->l_max[index_md]) { + if (l <= phr->l_max[index_md]) { - class_call(output_one_line_of_cl(pba,psp,pop,out_md[index_md],l,cl_md[index_md],psp->ct_size), + class_call(output_one_line_of_cl(pba,phr,pop,out_md[index_md],l,cl_md[index_md],phr->ct_size), pop->error_message, pop->error_message); } @@ -541,11 +564,11 @@ int output_cl( } for (index_md = 0; index_md < ppt->md_size; index_md++) { - if ((ppt->ic_size[index_md] > 1) && (l <= psp->l_max[index_md])) { - for (index_ic1_ic2 = 0; index_ic1_ic2 < psp->ic_ic_size[index_md]; index_ic1_ic2++) { - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { + if ((ppt->ic_size[index_md] > 1) && (l <= phr->l_max[index_md])) { + for (index_ic1_ic2 = 0; index_ic1_ic2 < phr->ic_ic_size[index_md]; index_ic1_ic2++) { + if (phr->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - class_call(output_one_line_of_cl(pba,psp,pop,out_md_ic[index_md][index_ic1_ic2],l,&(cl_md_ic[index_md][index_ic1_ic2*psp->ct_size]),psp->ct_size), + class_call(output_one_line_of_cl(pba,phr,pop,out_md_ic[index_md][index_ic1_ic2],l,&(cl_md_ic[index_md][index_ic1_ic2*phr->ct_size]),phr->ct_size), pop->error_message, pop->error_message); } @@ -558,8 +581,8 @@ int output_cl( for (index_md = 0; index_md < ppt->md_size; index_md++) { if (ppt->ic_size[index_md] > 1) { - for (index_ic1_ic2 = 0; index_ic1_ic2 < psp->ic_ic_size[index_md]; index_ic1_ic2++) { - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { + for (index_ic1_ic2 = 0; index_ic1_ic2 < phr->ic_ic_size[index_md]; index_ic1_ic2++) { + if (phr->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { fclose(out_md_ic[index_md][index_ic1_ic2]); } } @@ -590,288 +613,208 @@ int output_cl( } /** - * This routines writes the output in files for Fourier matter power spectra P(k)'s. + * This routines writes the output in files for Fourier matter power spectra P(k)'s + * (linear or non-linear) * - * @param pba Input: pointer to background structure (needed for calling spectra_pk_at_z()) - * @param ppt Input: pointer perturbation structure - * @param psp Input: pointer to spectra structure - * @param pop Input: pointer to output structure + * @param pba Input: pointer to background structure (needed for calling harmonic_pk_at_z()) + * @param ppt Input: pointer perturbation structure + * @param pfo Input: pointer to fourier structure + * @param pop Input: pointer to output structure + * @param pk_output Input: pk_linear or pk_nonlinear */ int output_pk( struct background * pba, - struct perturbs * ppt, - struct spectra * psp, - struct output * pop + struct perturbations * ppt, + struct fourier * pfo, + struct output * pop, + enum pk_outputs pk_output ) { /** Summary: */ /** - define local variables */ - FILE ** out_ic=NULL; /* array of pointers to files with argument - out_ic[index_ic1_ic2] - (will contain P(k)'s for each pair of initial conditions) */ - - FILE * out; /* (will contain total P(k) summed eventually over initial conditions) */ - - double * pk_ic=NULL; /* array with argument - pk_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] */ + FILE ** out_pk_ic = NULL; /* out_pk_ic[index_ic1_ic2] is a pointer to a file with P(k) for each pair of ic */ + FILE * out_pk; /* out_pk[index_pk] is a pointer to a file with total P(k) summed over ic */ - double * pk_tot; /* array with argument - pk_tot[index_k] */ + double * ln_pk_ic = NULL; /* array ln_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2] */ + double * ln_pk; /* array ln_pk[index_k] */ - FILE ** out_cb_ic=NULL; /* same as out_ic for CDM+baryon only */ - FILE * out_cb; /* same as out for CDM+baryon only */ - - double * pk_cb_ic=NULL; /* same as pk_ic for CDM+baryon only */ - double * pk_cb_tot=NULL; /* same as pk_tot for CDM+baryon only */ - - int index_md; int index_ic1,index_ic2; int index_ic1_ic2=0; int index_k; int index_z; + int index_pk; FileName file_name; - FileName file_cb_name; + char redshift_suffix[7]; // 7 is enough to write "z%d_" as long as there are at most 10'000 bins + char type_suffix[9]; // 6 is enough to write "pk_cb_nl" plus closing character \0 char first_line[_LINE_LENGTH_MAX_]; + short do_ic = _FALSE_; - index_md=ppt->index_md_scalars; - - for (index_z = 0; index_z < pop->z_pk_num; index_z++) { + /** - preliminary: check whether we need to output the decomposition into contributions from each initial condition */ - /** - first, check that requested redshift z_pk is consistent */ + if ((pk_output == pk_linear) && (pfo->ic_size > 1)) + do_ic = _TRUE_; - class_test((pop->z_pk[index_z] > psp->z_max_pk), - pop->error_message, - "P(k,z) computed up to z=%f but requested at z=%f. Must increase z_max_pk in precision file.",psp->z_max_pk,pop->z_pk[index_z]); + /** - allocate arrays to store the P(k) */ - if (pop->z_pk_num == 1) - redshift_suffix[0]='\0'; - else - sprintf(redshift_suffix,"z%d_",index_z+1); - - /** - second, open only the relevant files and write a heading in each of them */ - - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk.dat"); - if(pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb.dat"); - - class_call(output_open_pk_file(pba, - psp, - pop, - &out, - file_name, - "", - pop->z_pk[index_z] - ), - pop->error_message, - pop->error_message); + class_alloc(ln_pk, + pfo->k_size*sizeof(double), + pop->error_message); - if(pba->has_ncdm){ - class_call(output_open_pk_file(pba, - psp, - pop, - &out_cb, - file_cb_name, - "", - pop->z_pk[index_z] - ), - pop->error_message, - pop->error_message); - } + if (do_ic == _TRUE_) { - class_alloc(pk_tot, - psp->ln_k_size*sizeof(double), + class_alloc(ln_pk_ic, + pfo->k_size*pfo->ic_ic_size*sizeof(double), pop->error_message); - if(pba->has_ncdm){ - class_alloc(pk_cb_tot, - psp->ln_k_size*sizeof(double), - pop->error_message); - } - - if (psp->ic_size[index_md] > 1) { - - class_alloc(out_ic, - psp->ic_ic_size[index_md]*sizeof(FILE *), - pop->error_message); - - class_alloc(pk_ic, - psp->ln_k_size*psp->ic_ic_size[index_md]*sizeof(double), - pop->error_message); - - if (pba->has_ncdm){ - class_alloc(out_cb_ic, - psp->ic_ic_size[index_md]*sizeof(FILE *), - pop->error_message); - - class_alloc(pk_cb_ic, - psp->ln_k_size*psp->ic_ic_size[index_md]*sizeof(double), - pop->error_message); - } + /** - allocate pointer to output files */ - for (index_ic1 = 0; index_ic1 < ppt->ic_size[index_md]; index_ic1++) { - - for (index_ic2 = index_ic1; index_ic2 < ppt->ic_size[index_md]; index_ic2++) { - - if ((ppt->has_ad == _TRUE_) && - (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_ad)) { - - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_ad.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_ad.dat"); - - strcpy(first_line,"for adiabatic (AD) mode "); - } - - if ((ppt->has_bi == _TRUE_) && - (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_bi)) { - - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_bi.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_bi.dat"); - - strcpy(first_line,"for baryon isocurvature (BI) mode "); - } - - if ((ppt->has_cdi == _TRUE_) && - (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_cdi)) { - - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_cdi.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_cdi.dat"); - - strcpy(first_line,"for CDM isocurvature (CDI) mode "); - } - - if ((ppt->has_nid == _TRUE_) && - (index_ic1 == ppt->index_ic_nid) && (index_ic2 == ppt->index_ic_nid)) { - - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_nid.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_nid.dat"); - - strcpy(first_line,"for neutrino density isocurvature (NID) mode "); - } - - if ((ppt->has_niv == _TRUE_) && - (index_ic1 == ppt->index_ic_niv) && (index_ic2 == ppt->index_ic_niv)) { - - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_niv.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_niv.dat"); - - strcpy(first_line,"for neutrino velocity isocurvature (NIV) mode "); - } - - if ((ppt->has_ad == _TRUE_) && - (ppt->has_bi == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_bi)) { + class_alloc(out_pk_ic, + pfo->ic_ic_size*sizeof(FILE *), + pop->error_message); + } - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_ad_bi.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_ad_bi.dat"); + /** - loop over pk type (_cb, _m) */ - strcpy(first_line,"for cross ADxBI mode "); - } + for (index_pk=0; index_pkpk_size; index_pk++) { - if ((ppt->has_ad == _TRUE_) && (ppt->has_cdi == _TRUE_) && - (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_cdi)) { - - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_ad_cdi.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_ad_cdi.dat"); + if ((pfo->has_pk_m == _TRUE_) && (index_pk == pfo->index_pk_m)) { + if (pk_output == pk_linear) + class_sprintf(type_suffix,"pk"); + else + class_sprintf(type_suffix,"pk_nl"); + } + if ((pfo->has_pk_cb == _TRUE_) && (index_pk == pfo->index_pk_cb)) { + if (pk_output == pk_linear) + class_sprintf(type_suffix,"pk_cb"); + else + class_sprintf(type_suffix,"pk_cb_nl"); + } - strcpy(first_line,"for cross ADxCDI mode "); - } + /** - loop over z */ - if ((ppt->has_ad == _TRUE_) && (ppt->has_nid == _TRUE_) && - (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_nid)) { + for (index_z = 0; index_z < pop->z_pk_num; index_z++) { - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_ad_nid.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_ad_nid.dat"); + /** - first, check that requested redshift z_pk is consistent */ - strcpy(first_line,"for scalar cross ADxNID mode "); - } + class_test((pop->z_pk[index_z] > ppt->z_max_pk), + pop->error_message, + "P(k,z) computed up to z=%f but requested at z=%f. Must increase z_max_pk in precision file.",ppt->z_max_pk,pop->z_pk[index_z]); - if ((ppt->has_ad == _TRUE_) && (ppt->has_niv == _TRUE_) && - (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_niv)) { + if (pop->z_pk_num == 1) + redshift_suffix[0]='\0'; + else + class_sprintf(redshift_suffix,"z%d_",index_z+1); - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_ad_niv.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_ad_niv.dat"); + /** - second, open only the relevant files and write a header in each of them */ - strcpy(first_line,"for cross ADxNIV mode "); - } + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,".dat"); - if ((ppt->has_bi == _TRUE_) && (ppt->has_cdi == _TRUE_) && - (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_cdi)) { + class_call(output_open_pk_file(pba, + pfo, + pop, + &out_pk, + file_name, + "", + pop->z_pk[index_z] + ), + pop->error_message, + pop->error_message); - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_bi_cdi.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_bi_cdi.dat"); + if (do_ic == _TRUE_) { - strcpy(first_line,"for cross BIxCDI mode "); - } + for (index_ic1 = 0; index_ic1 < pfo->ic_size; index_ic1++) { - if ((ppt->has_bi == _TRUE_) && (ppt->has_nid == _TRUE_) && - (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_nid)) { + for (index_ic2 = index_ic1; index_ic2 < pfo->ic_size; index_ic2++) { - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_bi_nid.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_bi_nid.dat"); + if ((ppt->has_ad == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_ad)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_ad.dat"); + strcpy(first_line,"for adiabatic (AD) mode "); + } - strcpy(first_line,"for cross BIxNID mode "); - } + if ((ppt->has_bi == _TRUE_) && (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_bi)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_bi.dat"); + strcpy(first_line,"for baryon isocurvature (BI) mode "); + } - if ((ppt->has_bi == _TRUE_) && (ppt->has_niv == _TRUE_) && - (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_niv)) { + if ((ppt->has_cdi == _TRUE_) && (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_cdi)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_cdi.dat"); + strcpy(first_line,"for CDM isocurvature (CDI) mode "); + } - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_bi_niv.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_ni_niv.dat"); + if ((ppt->has_nid == _TRUE_) && (index_ic1 == ppt->index_ic_nid) && (index_ic2 == ppt->index_ic_nid)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_nid.dat"); + strcpy(first_line,"for neutrino density isocurvature (NID) mode "); + } - strcpy(first_line,"for cross BIxNIV mode "); - } + if ((ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_niv) && (index_ic2 == ppt->index_ic_niv)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_niv.dat"); + strcpy(first_line,"for neutrino velocity isocurvature (NIV) mode "); + } - if ((ppt->has_cdi == _TRUE_) && (ppt->has_nid == _TRUE_) && - (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_nid)) { + if ((ppt->has_ad == _TRUE_) && (ppt->has_bi == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_bi)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_ad_bi.dat"); + strcpy(first_line,"for cross ADxBI mode "); + } - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_cdi_nid.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_cdi_nid.dat"); + if ((ppt->has_ad == _TRUE_) && (ppt->has_cdi == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_cdi)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_ad_cdi.dat"); + strcpy(first_line,"for cross ADxCDI mode "); + } - strcpy(first_line,"for cross CDIxNID mode "); - } + if ((ppt->has_ad == _TRUE_) && (ppt->has_nid == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_nid)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_ad_nid.dat"); + strcpy(first_line,"for scalar cross ADxNID mode "); + } - if ((ppt->has_cdi == _TRUE_) && (ppt->has_niv == _TRUE_) && - (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_niv)) { + if ((ppt->has_ad == _TRUE_) && (ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_ad) && (index_ic2 == ppt->index_ic_niv)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_ad_niv.dat"); + strcpy(first_line,"for cross ADxNIV mode "); + } - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_cdi_niv.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_cdi_niv.dat"); + if ((ppt->has_bi == _TRUE_) && (ppt->has_cdi == _TRUE_) && (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_cdi)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_bi_cdi.dat"); + strcpy(first_line,"for cross BIxCDI mode "); + } - strcpy(first_line,"for cross CDIxNIV mode "); - } + if ((ppt->has_bi == _TRUE_) && (ppt->has_nid == _TRUE_) && (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_nid)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_bi_nid.dat"); + strcpy(first_line,"for cross BIxNID mode "); + } - if ((ppt->has_nid == _TRUE_) && (ppt->has_niv == _TRUE_) && - (index_ic1 == ppt->index_ic_nid) && (index_ic2 == ppt->index_ic_niv)) { + if ((ppt->has_bi == _TRUE_) && (ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_bi) && (index_ic2 == ppt->index_ic_niv)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_bi_niv.dat"); + strcpy(first_line,"for cross BIxNIV mode "); + } - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_nid_niv.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_nid_niv.dat"); + if ((ppt->has_cdi == _TRUE_) && (ppt->has_nid == _TRUE_) && (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_nid)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_cdi_nid.dat"); + strcpy(first_line,"for cross CDIxNID mode "); + } - strcpy(first_line,"for cross NIDxNIV mode "); - } + if ((ppt->has_cdi == _TRUE_) && (ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_cdi) && (index_ic2 == ppt->index_ic_niv)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_cdi_niv.dat"); + strcpy(first_line,"for cross CDIxNIV mode "); + } - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); + if ((ppt->has_nid == _TRUE_) && (ppt->has_niv == _TRUE_) && (index_ic1 == ppt->index_ic_nid) && (index_ic2 == ppt->index_ic_niv)) { + class_sprintf(file_name,"%s%s%s%s",pop->root,redshift_suffix,type_suffix,"_nid_niv.dat"); + strcpy(first_line,"for cross NIDxNIV mode "); + } - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { + index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,pfo->ic_size); - class_call(output_open_pk_file(pba, - psp, - pop, - &(out_ic[index_ic1_ic2]), - file_name, - first_line, - pop->z_pk[index_z] - ), - pop->error_message, - pop->error_message); + if (pfo->is_non_zero[index_ic1_ic2] == _TRUE_) { - if (pba->has_ncdm) { class_call(output_open_pk_file(pba, - psp, + pfo, pop, - &(out_cb_ic[index_ic1_ic2]), - file_cb_name, + &(out_pk_ic[index_ic1_ic2]), + file_name, first_line, pop->z_pk[index_z] ), @@ -881,298 +824,85 @@ int output_pk( } } } - } - - /** - third, compute P(k) for each k (if several ic's, compute it for each ic and compute also the total); if z_pk = 0, this is done by directly reading inside the pre-computed table; if not, this is done by interpolating the table at the correct value of tau. */ - - /* if z_pk = 0, no interpolation needed */ - - if (pop->z_pk[index_z] == 0.) { - - for (index_k=0; index_kln_k_size; index_k++) { - - if (psp->ic_size[index_md] == 1) { - pk_tot[index_k] = exp(psp->ln_pk[(psp->ln_tau_size-1) * psp->ln_k_size + index_k]); - if (pba->has_ncdm) pk_cb_tot[index_k] = exp(psp->ln_pk_cb[(psp->ln_tau_size-1) * psp->ln_k_size + index_k]); - } - else { - pk_tot[index_k] = 0.; - if (pba->has_ncdm) pk_cb_tot[index_k] = 0.; - for (index_ic1=0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md]); - pk_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] = exp(psp->ln_pk[((psp->ln_tau_size-1) * psp->ln_k_size + index_k) * psp->ic_ic_size[index_md] + index_ic1_ic2]); - pk_tot[index_k] += pk_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]; - - if(pba->has_ncdm){ - pk_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] = exp(psp->ln_pk_cb[((psp->ln_tau_size-1) * psp->ln_k_size + index_k) * psp->ic_ic_size[index_md] + index_ic1_ic2]); - pk_cb_tot[index_k] += pk_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]; - } - } - for (index_ic1=0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1+1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - pk_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md])] = - psp->ln_pk[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md])] - *sqrt(pk_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md])] * - pk_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md])]); - pk_tot[index_k] += 2.*pk_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]; - - if(pba->has_ncdm){ - pk_cb_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md])] = - psp->ln_pk_cb[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md])] - *sqrt(pk_cb_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md])] * - pk_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md])]); - pk_cb_tot[index_k] += 2.*pk_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]; - } - } - } - } - } - } - /* if 0 <= z_pk <= z_max_pk, interpolation needed, */ - else { + /** - third, compute P(k) for each k */ - class_call(spectra_pk_at_z(pba, - psp, - linear, + class_call(fourier_pk_at_z(pba, + pfo, + logarithmic, + pk_output, pop->z_pk[index_z], - pk_tot, - pk_ic, - pk_cb_tot, - pk_cb_ic), - psp->error_message, + index_pk, + ln_pk, + ln_pk_ic + ), + pfo->error_message, pop->error_message); - } - /** - fourth, write in files */ + /** - fourth, write in files */ - for (index_k=0; index_kln_k_size; index_k++) { + for (index_k=0; index_kk_size; index_k++) { - class_call(output_one_line_of_pk(out, - exp(psp->ln_k[index_k])/pba->h, - pk_tot[index_k]*pow(pba->h,3)), - pop->error_message, - pop->error_message); - - if(pba->has_ncdm){ - class_call(output_one_line_of_pk(out_cb, - exp(psp->ln_k[index_k])/pba->h, - pk_cb_tot[index_k]*pow(pba->h,3)), + class_call(output_one_line_of_pk(out_pk, + exp(pfo->ln_k[index_k])/pba->h, + exp(ln_pk[index_k])*pow(pba->h,3) + ), pop->error_message, pop->error_message); - } - if (psp->ic_size[index_md] > 1) { + if (do_ic == _TRUE_) { - for (index_ic1_ic2 = 0; index_ic1_ic2 < psp->ic_ic_size[index_md]; index_ic1_ic2++) { + for (index_ic1_ic2 = 0; index_ic1_ic2 < pfo->ic_ic_size; index_ic1_ic2++) { - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { + if (pfo->is_non_zero[index_ic1_ic2] == _TRUE_) { - class_call(output_one_line_of_pk(out_ic[index_ic1_ic2], - exp(psp->ln_k[index_k])/pba->h, - pk_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]*pow(pba->h,3)), - pop->error_message, - pop->error_message); - - if(pba->has_ncdm){ - class_call(output_one_line_of_pk(out_cb_ic[index_ic1_ic2], - exp(psp->ln_k[index_k])/pba->h, - pk_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]*pow(pba->h,3)), + class_call(output_one_line_of_pk(out_pk_ic[index_ic1_ic2], + exp(pfo->ln_k[index_k])/pba->h, + exp(ln_pk_ic[index_k * pfo->ic_ic_size + index_ic1_ic2])*pow(pba->h,3)), pop->error_message, pop->error_message); - } } } - } - } + } /* end loop over k */ - /** - fifth, free memory and close files */ + /** - fifth, close files */ - free(pk_tot); - if(pba->has_ncdm) free(pk_cb_tot); - fclose(out); - if(pba->has_ncdm) fclose(out_cb); + fclose(out_pk); - if (psp->ic_size[index_md] > 1) { - for (index_ic1_ic2 = 0; index_ic1_ic2 < psp->ic_ic_size[index_md]; index_ic1_ic2++) { - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - fclose(out_ic[index_ic1_ic2]); - if(pba->has_ncdm) fclose(out_cb_ic[index_ic1_ic2]); + if (do_ic == _TRUE_) { + for (index_ic1_ic2 = 0; index_ic1_ic2 < pfo->ic_ic_size; index_ic1_ic2++) { + if (pfo->is_non_zero[index_ic1_ic2] == _TRUE_) { + fclose(out_pk_ic[index_ic1_ic2]); + } } } - free(out_ic); - if(pba->has_ncdm) free(out_cb_ic); - free(pk_ic); - if(pba->has_ncdm) free(pk_cb_ic); - } - } - - return _SUCCESS_; - -} - -/** - * This routines writes the output in files for Fourier non-linear matter power spectra P(k)'s. - * - * @param pba Input: pointer to background structure (needed for calling spectra_pk_at_z()) - * @param ppt Input: pointer perturbation structure - * @param psp Input: pointer to spectra structure - * @param pop Input: pointer to output structure - */ - -int output_pk_nl( - struct background * pba, - struct perturbs * ppt, - struct spectra * psp, - struct output * pop - ) { - - /** Summary: */ - - /** - define local variables */ - - FILE * out; /* (will contain total P(k) summed eventually over initial conditions) */ - - double * pk_tot; /* array with argument pk_tot[index_k] */ - - FILE * out_cb; - double * pk_cb_tot=NULL; - - int index_k; - int index_z; - - FileName file_name; - FileName file_cb_name; - char redshift_suffix[7]; // 7 is enough to write "z%d_" as long as there are at most 10'000 bins - - for (index_z = 0; index_z < pop->z_pk_num; index_z++) { - - /** - first, check that requested redshift z_pk is consistent */ - - class_test((pop->z_pk[index_z] > psp->z_max_pk), - pop->error_message, - "P(k,z) computed up to z=%f but requested at z=%f. Must increase z_max_pk in precision file.",psp->z_max_pk,pop->z_pk[index_z]); - - if (pop->z_pk_num == 1) - redshift_suffix[0]='\0'; - else - sprintf(redshift_suffix,"z%d_",index_z+1); - - /** - second, open only the relevant files, and write a heading in each of them */ - - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"pk_nl.dat"); - if (pba->has_ncdm) sprintf(file_cb_name,"%s%s%s",pop->root,redshift_suffix,"pk_cb_nl.dat"); - - class_call(output_open_pk_file(pba, - psp, - pop, - &out, - file_name, - "", - pop->z_pk[index_z] - ), - pop->error_message, - pop->error_message); - - if (pba->has_ncdm){ - class_call(output_open_pk_file(pba, - psp, - pop, - &out_cb, - file_cb_name, - "", - pop->z_pk[index_z] - ), - pop->error_message, - pop->error_message); - } - - class_alloc(pk_tot, - psp->ln_k_size*sizeof(double), - pop->error_message); - - if (pba->has_ncdm){ - class_alloc(pk_cb_tot, - psp->ln_k_size*sizeof(double), - pop->error_message); - } - - /** - third, compute P(k) for each k (if several ic's, compute it for each ic and compute also the total); if z_pk = 0, this is done by directly reading inside the pre-computed table; if not, this is done by interpolating the table at the correct value of tau. */ - - /* if z_pk = 0, no interpolation needed */ - - if (pop->z_pk[index_z] == 0.) { - - for (index_k=0; index_kln_k_size; index_k++) { - - pk_tot[index_k] = exp(psp->ln_pk_nl[(psp->ln_tau_nl_size-1) * psp->ln_k_size + index_k]); - - if (pba->has_ncdm) pk_cb_tot[index_k] = exp(psp->ln_pk_cb_nl[(psp->ln_tau_nl_size-1) * psp->ln_k_size + index_k]); - - } - } - - /* if 0 <= z_pk <= z_max_pk, interpolation needed, */ - else { - - class_call(spectra_pk_nl_at_z(pba, - psp, - linear, - pop->z_pk[index_z], - pk_tot, - pk_cb_tot), - psp->error_message, - pop->error_message); - } - - /** - fourth, write in files */ - - for (index_k=0; index_kln_k_size; index_k++) { - - class_call(output_one_line_of_pk(out, - exp(psp->ln_k[index_k])/pba->h, - pk_tot[index_k]*pow(pba->h,3)), - pop->error_message, - pop->error_message); - - if (pba->has_ncdm){ - class_call(output_one_line_of_pk(out_cb, - exp(psp->ln_k[index_k])/pba->h, - pk_cb_tot[index_k]*pow(pba->h,3)), - pop->error_message, - pop->error_message); - } - } + } /* end loop over index_z */ - /** - fifth, free memory and close files */ - - fclose(out); - if (pba->has_ncdm) fclose(out_cb); - free(pk_tot); - if (pba->has_ncdm) free(pk_cb_tot); + } /* end loop over index_pk */ + /* free arrays and pointers */ + free(ln_pk); + if (pk_output == pk_linear) { + free(ln_pk_ic); + free(out_pk_ic); } return _SUCCESS_; - } - /** * This routines writes the output in files for matter transfer functions \f$ T_i(k)\f$'s. * - * @param pba Input: pointer to background structure (needed for calling spectra_pk_at_z()) + * @param pba Input: pointer to background structure (needed for calling harmonic_pk_at_z()) * @param ppt Input: pointer perturbation structure - * @param psp Input: pointer to spectra structure * @param pop Input: pointer to output structure */ int output_tk( struct background * pba, - struct perturbs * ppt, - struct spectra * psp, + struct perturbations * ppt, struct output * pop ) { @@ -1194,7 +924,7 @@ int output_tk( FileName file_name; char redshift_suffix[7]; // 7 is enough to write "z%d_" as long as there are at most 10'000 bins char first_line[_LINE_LENGTH_MAX_]; - char ic_suffix[4]; // 4 is enough to write "ad", "bi", "cdi", "nid", "niv", ... + char ic_suffix[_SUFFIXNAMESIZE_]; // 4 is enough to write "ad", "bi", "cdi", "nid", "niv", ... index_md=ppt->index_md_scalars; @@ -1211,13 +941,13 @@ int output_tk( } - class_call(spectra_output_tk_titles(pba,ppt,pop->output_format,titles), + class_call(perturbations_output_titles(pba,ppt,pop->output_format,titles), pba->error_message, pop->error_message); number_of_titles = get_number_of_titles(titles); - size_data = number_of_titles*psp->ln_k_size; + size_data = number_of_titles*ppt->k_size[index_md]; - class_alloc(data, sizeof(double)*psp->ic_size[index_md]*size_data, pop->error_message); + class_alloc(data, sizeof(double)*ppt->ic_size[index_md]*size_data, pop->error_message); for (index_z = 0; index_z < pop->z_pk_num; index_z++) { @@ -1225,45 +955,44 @@ int output_tk( /** - first, check that requested redshift z_pk is consistent */ - class_test((pop->z_pk[index_z] > psp->z_max_pk), + class_test((pop->z_pk[index_z] > ppt->z_max_pk), pop->error_message, - "T_i(k,z) computed up to z=%f but requested at z=%f. Must increase z_max_pk in precision file.",psp->z_max_pk,pop->z_pk[index_z]); + "T_i(k,z) computed up to z=%f but requested at z=%f. Must increase z_max_pk in precision file.",ppt->z_max_pk,pop->z_pk[index_z]); if (pop->z_pk_num == 1) redshift_suffix[0]='\0'; else - sprintf(redshift_suffix,"z%d_",index_z+1); + class_sprintf(redshift_suffix,"z%d_",index_z+1); /** - second, open only the relevant files, and write a heading in each of them */ - class_call(spectra_output_tk_data(pba, - ppt, - psp, - pop->output_format, - pop->z_pk[index_z], - number_of_titles, - data - ), - psp->error_message, + class_call(perturbations_output_data_at_z(pba, + ppt, + pop->output_format, + pop->z_pk[index_z], + number_of_titles, + data + ), + ppt->error_message, pop->error_message); for (index_ic = 0; index_ic < ppt->ic_size[index_md]; index_ic++) { - class_call(spectra_firstline_and_ic_suffix(ppt, index_ic, first_line, ic_suffix), - pop->error_message, pop->error_message); + class_call(perturbations_output_firstline_and_ic_suffix(ppt, index_ic, first_line, ic_suffix), + ppt->error_message, pop->error_message); if ((ppt->has_ad == _TRUE_) && (ppt->ic_size[index_md] == 1) ) - sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"tk.dat"); + class_sprintf(file_name,"%s%s%s",pop->root,redshift_suffix,"tk.dat"); else - sprintf(file_name,"%s%s%s%s%s",pop->root,redshift_suffix,"tk_",ic_suffix,".dat"); + class_sprintf(file_name,"%s%s%s%s%s",pop->root,redshift_suffix,"tk_",ic_suffix,".dat"); class_open(tkfile, file_name, "w", pop->error_message); if (pop->write_header == _TRUE_) { if (pop->output_format == class_format) { fprintf(tkfile,"# Transfer functions T_i(k) %sat redshift z=%g\n",first_line,z); - fprintf(tkfile,"# for k=%g to %g h/Mpc,\n",exp(psp->ln_k[0])/pba->h,exp(psp->ln_k[psp->ln_k_size-1])/pba->h); - fprintf(tkfile,"# number of wavenumbers equal to %d\n",psp->ln_k_size); + fprintf(tkfile,"# for k=%g to %g h/Mpc,\n",ppt->k[index_md][0]/pba->h,ppt->k[index_md][ppt->k_size[index_md]-1]/pba->h); + fprintf(tkfile,"# number of wavenumbers equal to %d\n",ppt->k_size[index_md]); if (ppt->has_density_transfers == _TRUE_) { fprintf(tkfile,"# d_i stands for (delta rho_i/rho_i)(k,z) with above normalization \n"); fprintf(tkfile,"# d_tot stands for (delta rho_tot/rho_tot)(k,z) with rho_Lambda NOT included in rho_tot\n"); @@ -1279,8 +1008,8 @@ int output_tk( else if (pop->output_format == camb_format) { fprintf(tkfile,"# Rescaled matter transfer functions [-T_i(k)/k^2] %sat redshift z=%g\n",first_line,z); - fprintf(tkfile,"# for k=%g to %g h/Mpc,\n",exp(psp->ln_k[0])/pba->h,exp(psp->ln_k[psp->ln_k_size-1])/pba->h); - fprintf(tkfile,"# number of wavenumbers equal to %d\n",psp->ln_k_size); + fprintf(tkfile,"# for k=%g to %g h/Mpc,\n",ppt->k[index_md][0]/pba->h,ppt->k[index_md][ppt->k_size[index_md]-1]/pba->h); + fprintf(tkfile,"# number of wavenumbers equal to %d\n",ppt->k_size[index_md]); fprintf(tkfile,"# T_i stands for (delta rho_i/rho_i)(k,z) with above normalization \n"); fprintf(tkfile,"# The rescaling factor [-1/k^2] with k in 1/Mpc is here to match the CMBFAST/CAMB output convention\n"); fprintf(tkfile,"#\n"); @@ -1332,7 +1061,7 @@ int output_background( pba->error_message, pop->error_message); - sprintf(file_name,"%s%s",pop->root,"background.dat"); + class_sprintf(file_name,"%s%s",pop->root,"background.dat"); class_open(backfile,file_name,"w",pop->error_message); if (pop->write_header == _TRUE_) { @@ -1361,7 +1090,7 @@ int output_background( int output_thermodynamics( struct background * pba, - struct thermo * pth, + struct thermodynamics * pth, struct output * pop ) { @@ -1384,21 +1113,31 @@ int output_thermodynamics( pth->error_message, pop->error_message); - sprintf(file_name,"%s%s",pop->root,"thermodynamics.dat"); + class_sprintf(file_name,"%s%s",pop->root,"thermodynamics.dat"); class_open(thermofile,file_name,"w",pop->error_message); if (pop->write_header == _TRUE_) { fprintf(thermofile,"# Table of selected thermodynamics quantities\n"); fprintf(thermofile,"# The following notation is used in column titles:\n"); - fprintf(thermofile,"# x_e = electron ionization fraction\n"); - fprintf(thermofile,"# -kappa = optical depth\n"); - fprintf(thermofile,"# kappa' = Thomson scattering rate, prime denotes conformal time derivatives\n"); - fprintf(thermofile,"# g = kappa' e^-kappa = visibility function \n"); - fprintf(thermofile,"# Tb = baryon temperature \n"); - fprintf(thermofile,"# c_b^2 = baryon sound speed squared \n"); - fprintf(thermofile,"# tau_d = baryon drag optical depth \n"); - if (pth->compute_damping_scale == _TRUE_) { - fprintf(thermofile,"# r_d = simplest analytic approximation to photon comoving damping scale \n"); + fprintf(thermofile,"# x_e = electron ionization fraction\n"); + fprintf(thermofile,"# -kappa = optical depth\n"); + fprintf(thermofile,"# kappa' = Thomson scattering rate, prime denotes conformal time derivatives\n"); + fprintf(thermofile,"# g = kappa' e^-kappa = visibility function \n"); + fprintf(thermofile,"# Tb = baryon temperature \n"); + fprintf(thermofile,"# w_b = baryon equation of state parameter \n"); + fprintf(thermofile,"# c_b^2 = baryon sound speed squared \n"); + fprintf(thermofile,"# tau_d = baryon drag optical depth \n"); + if (pth->compute_damping_scale == _TRUE_) + fprintf(thermofile,"# r_d = approximate comoving value of photon damping scale \n"); + if (pth->has_idm_dr == _TRUE_) { + fprintf(thermofile,"# dmu_idm_dr = scattering rate of idr with idm_dr (i.e. idr opacity to idm_dr scattering) (units 1/Mpc)\n"); + fprintf(thermofile,"# ddmu_idm_dr = derivative of this rate\n"); + fprintf(thermofile,"# tau_idm_dr = optical depth of idm_dr (due to interactions with idr) \n"); + fprintf(thermofile,"# tau_idr = optical depth of idr (due to self-interactions) \n"); + fprintf(thermofile,"# g_idm_dr = visibility function of idm_idr \n"); + fprintf(thermofile,"# c_idm_dr^2 = interacting dark matter squared sound speed \n"); + fprintf(thermofile,"# T_idm_dr = temperature of DM interacting with DR \n"); + fprintf(thermofile,"# dmu_idr = idr self-interaction rate \n"); } } @@ -1417,7 +1156,7 @@ int output_thermodynamics( int output_perturbations( struct background * pba, - struct perturbs * ppt, + struct perturbations * ppt, struct output * pop ) { @@ -1431,7 +1170,7 @@ int output_perturbations( if (ppt->has_scalars == _TRUE_){ index_md = ppt->index_md_scalars; k = ppt->k[index_md][ppt->index_k_output_values[index_md*ppt->k_output_values_num+index_ikout]]; - sprintf(file_name,"%s%s%d%s",pop->root,"perturbations_k",index_ikout,"_s.dat"); + class_sprintf(file_name,"%s%s%d%s",pop->root,"perturbations_k",index_ikout,"_s.dat"); class_open(out, file_name, "w", ppt->error_message); fprintf(out,"#scalar perturbations for mode k = %.*e Mpc^(-1)\n",_OUTPUTPRECISION_,k); output_print_data(out, @@ -1444,7 +1183,7 @@ int output_perturbations( if (ppt->has_vectors == _TRUE_){ index_md = ppt->index_md_vectors; k = ppt->k[index_md][ppt->index_k_output_values[index_md*ppt->k_output_values_num+index_ikout]]; - sprintf(file_name,"%s%s%d%s",pop->root,"perturbations_k",index_ikout,"_v.dat"); + class_sprintf(file_name,"%s%s%d%s",pop->root,"perturbations_k",index_ikout,"_v.dat"); class_open(out, file_name, "w", ppt->error_message); fprintf(out,"#vector perturbations for mode k = %.*e Mpc^(-1)\n",_OUTPUTPRECISION_,k); output_print_data(out, @@ -1457,7 +1196,7 @@ int output_perturbations( if (ppt->has_tensors == _TRUE_){ index_md = ppt->index_md_tensors; k = ppt->k[index_md][ppt->index_k_output_values[index_md*ppt->k_output_values_num+index_ikout]]; - sprintf(file_name,"%s%s%d%s",pop->root,"perturbations_k",index_ikout,"_t.dat"); + class_sprintf(file_name,"%s%s%d%s",pop->root,"perturbations_k",index_ikout,"_t.dat"); class_open(out, file_name, "w", ppt->error_message); fprintf(out,"#tensor perturbations for mode k = %.*e Mpc^(-1)\n",_OUTPUTPRECISION_,k); output_print_data(out, @@ -1475,7 +1214,7 @@ int output_perturbations( } int output_primordial( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct output * pop ) { @@ -1485,7 +1224,7 @@ int output_primordial( double * data; int size_data, number_of_titles; - sprintf(file_name,"%s%s",pop->root,"primordial_Pk.dat"); + class_sprintf(file_name,"%s%s",pop->root,"primordial_Pk.dat"); class_call(primordial_output_titles(ppt,ppm,titles), ppm->error_message, @@ -1516,6 +1255,213 @@ int output_primordial( return _SUCCESS_; } +int output_heating(struct injection* pin, struct noninjection* pni, struct output * pop) { + + /** Local variables*/ + FileName file_name_injection; + FILE * out_injection; + FileName file_name_noninjection; + FILE * out_noninjection; + + char titles_injection[_MAXTITLESTRINGLENGTH_]={0}; + + double * data_injection; + int size_data_injection; + int number_of_titles_injection; + + char titles_noninjection[_MAXTITLESTRINGLENGTH_]={0}; + + double * data_noninjection; + int size_data_noninjection; + int number_of_titles_noninjection; + + if (pop->write_exotic_injection == _TRUE_){ + + /* File name */ + class_sprintf(file_name_injection,"%s%s",pop->root,"exotic_injection.dat"); + + /* Titles */ + class_call(injection_output_titles(pin,titles_injection), + pin->error_message, + pin->error_message); + number_of_titles_injection = get_number_of_titles(titles_injection); + + /* Data array */ + size_data_injection = number_of_titles_injection*pin->z_size; + class_alloc(data_injection, + sizeof(double)*size_data_injection, + pop->error_message); + class_call(injection_output_data(pin, + number_of_titles_injection, + data_injection), + pin->error_message, + pop->error_message); + + /* File IO */ + class_open(out_injection, + file_name_injection, + "w", + pop->error_message); + + if (pop->write_header == _TRUE_){ + fprintf(out_injection,"# Table of energy injection and deposition from exotic processes \n"); + fprintf(out_injection,"# Heat is dE/dt|dep_h\n"); + } + + output_print_data(out_injection, + titles_injection, + data_injection, + size_data_injection); + free(data_injection); + fclose(out_injection); + + } + + if (pop->write_noninjection == _TRUE_){ + + /* File name */ + class_sprintf(file_name_noninjection,"%s%s",pop->root,"photon_noninjection.dat"); + + /* Titles */ + class_call(noninjection_output_titles(pni,titles_noninjection), + pni->error_message, + pni->error_message); + number_of_titles_noninjection = get_number_of_titles(titles_noninjection); + + /* Data array */ + size_data_noninjection = number_of_titles_noninjection*pin->z_size; + class_alloc(data_noninjection, + sizeof(double)*size_data_noninjection, + pop->error_message); + class_call(noninjection_output_data(pni, + number_of_titles_noninjection, + data_noninjection), + pni->error_message, + pop->error_message); + + /* File IO */ + class_open(out_noninjection, + file_name_noninjection, + "w", + pop->error_message); + + if (pop->write_header == _TRUE_){ + fprintf(out_noninjection,"# Table of non-injected energy influencing the photon spectral distortions \n"); + } + + output_print_data(out_noninjection, + titles_noninjection, + data_noninjection, + size_data_noninjection); + free(data_noninjection); + fclose(out_noninjection); + + } + + return _SUCCESS_; +} + +int output_distortions( + struct distortions * psd, + struct output * pop + ) { + + /** Local variables*/ + FileName file_name_heat, file_name_distortion; + FILE * out_heat, * out_distortion; + + char titles_heat[_MAXTITLESTRINGLENGTH_]={0}; + char titles_distortion[_MAXTITLESTRINGLENGTH_]={0}; + + double * data_heat, * data_distortion; + int size_data_heat, size_data_distortion; + int number_of_titles_heat, number_of_titles_distortion; + + if (pop->write_distortions==_TRUE_ && psd->has_distortions == _TRUE_){ + + /* File name */ + class_sprintf(file_name_heat,"%s%s",pop->root,"sd_heating.dat"); + + /* Titles */ + class_call(distortions_output_heat_titles(psd,titles_heat), + psd->error_message, + pop->error_message); + number_of_titles_heat = get_number_of_titles(titles_heat); + + /* Data array */ + size_data_heat = number_of_titles_heat*psd->z_size; + class_alloc(data_heat, + sizeof(double)*size_data_heat, + pop->error_message); + class_call(distortions_output_heat_data(psd, + number_of_titles_heat, + data_heat), + psd->error_message, + pop->error_message); + + /* File IO */ + class_open(out_heat, + file_name_heat, + "w", + pop->error_message); + + if (pop->write_header == _TRUE_){ + fprintf(out_heat,"# Heat is d(Q/rho)/dz\n"); + fprintf(out_heat,"# LHeat is d(Q/rho)/dlnz\n"); + fprintf(out_heat,"#\n"); + } + + output_print_data(out_heat, + titles_heat, + data_heat, + size_data_heat); + free(data_heat); + fclose(out_heat); + + /* File name */ + class_sprintf(file_name_distortion,"%s%s",pop->root,"sd_distortions.dat"); + + /* Titles */ + class_call(distortions_output_sd_titles(psd,titles_distortion), + psd->error_message, + pop->error_message); + number_of_titles_distortion = get_number_of_titles(titles_distortion); + + /* Data array */ + size_data_distortion = number_of_titles_distortion*psd->x_size; + class_alloc(data_distortion, + sizeof(double)*size_data_distortion, + pop->error_message); + class_call(distortions_output_sd_data(psd, + number_of_titles_distortion, + data_distortion), + psd->error_message, + pop->error_message); + + /* File IO */ + class_open(out_distortion, + file_name_distortion, + "w", + pop->error_message); + + if (pop->write_header == _TRUE_){ + fprintf(out_distortion,"# SD_tot is the amplitude of the overall spectral distortion (SD)\n"); + fprintf(out_distortion,"# The SD[i] are the amplitudes of the individual SDs\n"); + fprintf(out_distortion,"# The SDs are given in units [10^-26 W m^-2 Hz^-1 sr^-1] \n"); + fprintf(out_distortion,"#\n"); + } + + output_print_data(out_distortion, + titles_distortion, + data_distortion, + size_data_distortion); + free(data_distortion); + fclose(out_distortion); + } + + return _SUCCESS_; +} + int output_print_data(FILE *out, char titles[_MAXTITLESTRINGLENGTH_], @@ -1558,7 +1504,7 @@ int output_print_data(FILE *out, * This routine opens one file where some \f$ C_l\f$'s will be written, and writes * a heading with some general information concerning its content. * - * @param psp Input: pointer to spectra structure + * @param phr Input: pointer to harmonic structure * @param pop Input: pointer to output structure * @param clfile Output: returned pointer to file pointer * @param filename Input: name of the file @@ -1568,7 +1514,7 @@ int output_print_data(FILE *out, */ int output_open_cl_file( - struct spectra * psp, + struct harmonic * phr, struct output * pop, FILE * * clfile, FileName filename, @@ -1603,7 +1549,7 @@ int output_open_cl_file( fprintf(*clfile,"# -> if you don't want to see such a header, set 'headers' to 'no' in input file\n"); - if (psp->has_pp == _TRUE_) { + if (phr->has_pp == _TRUE_) { if (pop->output_format == class_format) { fprintf(*clfile,"# -> for CMB lensing (phi), these are C_l^phi-phi for the lensing potential.\n"); } @@ -1612,11 +1558,11 @@ int output_open_cl_file( } } - if (psp->has_ll == _TRUE_) { + if (phr->has_ll == _TRUE_) { fprintf(*clfile,"# -> for galaxy lensing (lens[i]), these are C_l^phi-phi for the lensing potential.\n"); } - if (psp->has_pp == _TRUE_ || psp->has_ll == _TRUE_) { + if (phr->has_pp == _TRUE_ || phr->has_ll == _TRUE_) { fprintf(*clfile,"# Remember the conversion factors:\n"); fprintf(*clfile,"# C_l^dd (deflection) = l(l+1) C_l^phi-phi\n"); fprintf(*clfile,"# C_l^gg (shear/convergence) = 1/4 (l(l+1))^2 C_l^phi-phi\n"); @@ -1633,64 +1579,64 @@ int output_open_cl_file( colnum++; } if (pop->output_format == class_format) { - class_fprintf_columntitle(*clfile,"TT",psp->has_tt,colnum); - class_fprintf_columntitle(*clfile,"EE",psp->has_ee,colnum); - class_fprintf_columntitle(*clfile,"TE",psp->has_te,colnum); - class_fprintf_columntitle(*clfile,"BB",psp->has_bb,colnum); - class_fprintf_columntitle(*clfile,"phiphi",psp->has_pp,colnum); - class_fprintf_columntitle(*clfile,"TPhi",psp->has_tp,colnum); - class_fprintf_columntitle(*clfile,"Ephi",psp->has_ep,colnum); + class_fprintf_columntitle(*clfile,"TT",phr->has_tt,colnum); + class_fprintf_columntitle(*clfile,"EE",phr->has_ee,colnum); + class_fprintf_columntitle(*clfile,"TE",phr->has_te,colnum); + class_fprintf_columntitle(*clfile,"BB",phr->has_bb,colnum); + class_fprintf_columntitle(*clfile,"phiphi",phr->has_pp,colnum); + class_fprintf_columntitle(*clfile,"TPhi",phr->has_tp,colnum); + class_fprintf_columntitle(*clfile,"Ephi",phr->has_ep,colnum); } else if (pop->output_format == camb_format) { - class_fprintf_columntitle(*clfile,"TT",psp->has_tt,colnum); - class_fprintf_columntitle(*clfile,"EE",psp->has_ee,colnum); - class_fprintf_columntitle(*clfile,"BB",psp->has_bb,colnum); - class_fprintf_columntitle(*clfile,"TE",psp->has_te,colnum); - class_fprintf_columntitle(*clfile,"dd",psp->has_pp,colnum); - class_fprintf_columntitle(*clfile,"dT",psp->has_tp,colnum); - class_fprintf_columntitle(*clfile,"dE",psp->has_ep,colnum); + class_fprintf_columntitle(*clfile,"TT",phr->has_tt,colnum); + class_fprintf_columntitle(*clfile,"EE",phr->has_ee,colnum); + class_fprintf_columntitle(*clfile,"BB",phr->has_bb,colnum); + class_fprintf_columntitle(*clfile,"TE",phr->has_te,colnum); + class_fprintf_columntitle(*clfile,"dd",phr->has_pp,colnum); + class_fprintf_columntitle(*clfile,"dT",phr->has_tp,colnum); + class_fprintf_columntitle(*clfile,"dE",phr->has_ep,colnum); } /** - Next deal with entries that are independent of format type */ - if (psp->has_dd == _TRUE_){ - for (index_d1=0; index_d1d_size; index_d1++){ - for (index_d2=index_d1; index_d2<=MIN(index_d1+psp->non_diag,psp->d_size-1); index_d2++){ - sprintf(tmp,"dens[%d]-dens[%d]",index_d1+1,index_d2+1); + if (phr->has_dd == _TRUE_){ + for (index_d1=0; index_d1d_size; index_d1++){ + for (index_d2=index_d1; index_d2<=MIN(index_d1+phr->non_diag,phr->d_size-1); index_d2++){ + class_sprintf(tmp,"dens[%d]-dens[%d]",index_d1+1,index_d2+1); class_fprintf_columntitle(*clfile,tmp,_TRUE_,colnum); } } } - if (psp->has_td == _TRUE_){ - for (index_d1=0; index_d1d_size; index_d1++){ - sprintf(tmp,"T-dens[%d]",index_d1+1); + if (phr->has_td == _TRUE_){ + for (index_d1=0; index_d1d_size; index_d1++){ + class_sprintf(tmp,"T-dens[%d]",index_d1+1); class_fprintf_columntitle(*clfile,tmp,_TRUE_,colnum); } } - if (psp->has_pd == _TRUE_){ - for (index_d1=0; index_d1d_size; index_d1++){ - sprintf(tmp,"phi-dens[%d]",index_d1+1); + if (phr->has_pd == _TRUE_){ + for (index_d1=0; index_d1d_size; index_d1++){ + class_sprintf(tmp,"phi-dens[%d]",index_d1+1); class_fprintf_columntitle(*clfile,tmp,_TRUE_,colnum); } } - if (psp->has_ll == _TRUE_){ - for (index_d1=0; index_d1d_size; index_d1++){ - for (index_d2=index_d1; index_d2<=MIN(index_d1+psp->non_diag,psp->d_size-1); index_d2++){ - sprintf(tmp,"lens[%d]-lens[%d]",index_d1+1,index_d2+1); + if (phr->has_ll == _TRUE_){ + for (index_d1=0; index_d1d_size; index_d1++){ + for (index_d2=index_d1; index_d2<=MIN(index_d1+phr->non_diag,phr->d_size-1); index_d2++){ + class_sprintf(tmp,"lens[%d]-lens[%d]",index_d1+1,index_d2+1); class_fprintf_columntitle(*clfile,tmp,_TRUE_,colnum); } } } - if (psp->has_tl == _TRUE_){ - for (index_d1=0; index_d1d_size; index_d1++){ - sprintf(tmp,"T-lens[%d]",index_d1+1); + if (phr->has_tl == _TRUE_){ + for (index_d1=0; index_d1d_size; index_d1++){ + class_sprintf(tmp,"T-lens[%d]",index_d1+1); class_fprintf_columntitle(*clfile,tmp,_TRUE_,colnum); } } - if (psp->has_dl == _TRUE_){ - for (index_d1=0; index_d1d_size; index_d1++){ - for (index_d2=MAX(index_d1-psp->non_diag,0); index_d2<=MIN(index_d1+psp->non_diag,psp->d_size-1); index_d2++) { - sprintf(tmp,"dens[%d]-lens[%d]",index_d1+1,index_d2+1); + if (phr->has_dl == _TRUE_){ + for (index_d1=0; index_d1d_size; index_d1++){ + for (index_d2=MAX(index_d1-phr->non_diag,0); index_d2<=MIN(index_d1+phr->non_diag,phr->d_size-1); index_d2++) { + class_sprintf(tmp,"dens[%d]-lens[%d]",index_d1+1,index_d2+1); class_fprintf_columntitle(*clfile,tmp,_TRUE_,colnum); } } @@ -1706,7 +1652,7 @@ int output_open_cl_file( * This routine write one line with l and all \f$ C_l\f$'s for all types (TT, TE...) * * @param pba Input: pointer to background structure (needed for \f$ T_{cmb}\f$) - * @param psp Input: pointer to spectra structure + * @param phr Input: pointer to harmonic structure * @param pop Input: pointer to output structure * @param clfile Input: file pointer * @param l Input: multipole @@ -1717,7 +1663,7 @@ int output_open_cl_file( int output_one_line_of_cl( struct background * pba, - struct spectra * psp, + struct harmonic * phr, struct output * pop, FILE * clfile, double l, @@ -1747,27 +1693,27 @@ int output_one_line_of_cl( } if (pop->output_format == camb_format) { - class_fprintf_double(clfile, factor*pow(pba->T_cmb*1.e6,2)*cl[psp->index_ct_tt], psp->has_tt); - class_fprintf_double(clfile, factor*pow(pba->T_cmb*1.e6,2)*cl[psp->index_ct_ee], psp->has_ee); - class_fprintf_double(clfile, factor*pow(pba->T_cmb*1.e6,2)*cl[psp->index_ct_bb], psp->has_bb); - class_fprintf_double(clfile, factor*pow(pba->T_cmb*1.e6,2)*cl[psp->index_ct_te], psp->has_te); - class_fprintf_double(clfile, l*(l+1)*factor*cl[psp->index_ct_pp], psp->has_pp); - class_fprintf_double(clfile, sqrt(l*(l+1))*factor*pba->T_cmb*1.e6*cl[psp->index_ct_tp], psp->has_tp); - class_fprintf_double(clfile, sqrt(l*(l+1))*factor*pba->T_cmb*1.e6*cl[psp->index_ct_ep], psp->has_ep); + class_fprintf_double(clfile, factor*pow(pba->T_cmb*1.e6,2)*cl[phr->index_ct_tt], phr->has_tt); + class_fprintf_double(clfile, factor*pow(pba->T_cmb*1.e6,2)*cl[phr->index_ct_ee], phr->has_ee); + class_fprintf_double(clfile, factor*pow(pba->T_cmb*1.e6,2)*cl[phr->index_ct_bb], phr->has_bb); + class_fprintf_double(clfile, factor*pow(pba->T_cmb*1.e6,2)*cl[phr->index_ct_te], phr->has_te); + class_fprintf_double(clfile, l*(l+1)*factor*cl[phr->index_ct_pp], phr->has_pp); + class_fprintf_double(clfile, sqrt(l*(l+1))*factor*pba->T_cmb*1.e6*cl[phr->index_ct_tp], phr->has_tp); + class_fprintf_double(clfile, sqrt(l*(l+1))*factor*pba->T_cmb*1.e6*cl[phr->index_ct_ep], phr->has_ep); index_ct_rest = 0; - if (psp->has_tt == _TRUE_) + if (phr->has_tt == _TRUE_) index_ct_rest++; - if (psp->has_ee == _TRUE_) + if (phr->has_ee == _TRUE_) index_ct_rest++; - if (psp->has_bb == _TRUE_) + if (phr->has_bb == _TRUE_) index_ct_rest++; - if (psp->has_te == _TRUE_) + if (phr->has_te == _TRUE_) index_ct_rest++; - if (psp->has_pp == _TRUE_) + if (phr->has_pp == _TRUE_) index_ct_rest++; - if (psp->has_tp == _TRUE_) + if (phr->has_tp == _TRUE_) index_ct_rest++; - if (psp->has_ep == _TRUE_) + if (phr->has_ep == _TRUE_) index_ct_rest++; /* Now print the remaining (if any) entries:*/ for (index_ct=index_ct_rest; index_ct < ct_size; index_ct++) { @@ -1786,7 +1732,7 @@ int output_one_line_of_cl( * a heading with some general information concerning its content. * * @param pba Input: pointer to background structure (needed for h) - * @param psp Input: pointer to spectra structure + * @param pfo Input: pointer to fourier structure * @param pop Input: pointer to output structure * @param pkfile Output: returned pointer to file pointer * @param filename Input: name of the file @@ -1797,7 +1743,7 @@ int output_one_line_of_cl( int output_open_pk_file( struct background * pba, - struct spectra * psp, + struct fourier * pfo, struct output * pop, FILE * * pkfile, FileName filename, @@ -1811,9 +1757,9 @@ int output_open_pk_file( if (pop->write_header == _TRUE_) { fprintf(*pkfile,"# Matter power spectrum P(k) %sat redshift z=%g\n",first_line,z); fprintf(*pkfile,"# for k=%g to %g h/Mpc,\n", - exp(psp->ln_k[0])/pba->h, - exp(psp->ln_k[psp->ln_k_size-1])/pba->h); - fprintf(*pkfile,"# number of wavenumbers equal to %d\n",psp->ln_k_size); + exp(pfo->ln_k[0])/pba->h, + exp(pfo->ln_k[pfo->k_size-1])/pba->h); + fprintf(*pkfile,"# number of wavenumbers equal to %d\n",pfo->k_size); fprintf(*pkfile,"#"); class_fprintf_columntitle(*pkfile,"k (h/Mpc)",_TRUE_,colnum); diff --git a/source/perturbations.c b/source/perturbations.c old mode 100755 new mode 100644 index a71f195f..f1c5bc14 --- a/source/perturbations.c +++ b/source/perturbations.c @@ -1,6 +1,6 @@ /** @file perturbations.c Documented perturbation module - * Julien Lesgourgues, 23.09.2010 * + * Julien Lesgourgues, 23.09.2010 * * Deals with the perturbation evolution. * This module has two purposes: @@ -19,11 +19,14 @@ * * Hence the following functions can be called from other modules: * - * -# perturb_init() at the beginning (but after background_init() and thermodynamics_init()) - * -# perturb_sources_at_tau() at any later time - * -# perturb_free() at the end, when no more calls to perturb_sources_at_tau() are needed + * -# perturbations_init() at the beginning (but after background_init() and thermodynamics_init()) + * -# perturbations_sources_at_tau() at any later time + * -# perturbations_free() at the end, when no more calls to perturbations_sources_at_tau() are needed */ + #include "perturbations.h" +#include "hi_class.h" +#include "parallel.h" /** @@ -33,46 +36,639 @@ * the pre-computed table and interpolating. * * @param ppt Input: pointer to perturbation structure containing interpolation tables - * @param index_md Input: index of requested mode - * @param index_ic Input: index of requested initial condition - * @param index_type Input: index of requested source function type + * @param index_md Input: index of requested mode (for scalars, just pass ppt->index_md_scalars) + * @param index_ic Input: index of requested initial condition (for adiabatic, just pass ppt->index_ic_ad) + * @param index_tp Input: index of requested source function type * @param tau Input: any value of conformal time - * @param psource Output: vector (already allocated) of source function as a function of k + * @param psource_at_tau Output: vector (already allocated) of source function as a function of k, psource_at_tau[index_k] * @return the error status */ -int perturb_sources_at_tau( - struct perturbs * ppt, - int index_md, - int index_ic, - int index_type, - double tau, - double * psource - ) { - +int perturbations_sources_at_tau( + struct perturbations * ppt, + int index_md, + int index_ic, + int index_tp, + double tau, + double * psource_at_tau + ) { /** Summary: */ - /** - interpolate in pre-computed table contained in ppt */ - class_call(array_interpolate_two_bis(ppt->tau_sampling, - 1, - 0, - ppt->sources[index_md][index_ic*ppt->tp_size[index_md]+index_type], - ppt->k_size[index_md], - ppt->tau_size, - tau, - psource, - ppt->k_size[index_md], - ppt->error_message), + /** - define local variables */ + + int last_index; + double logtau; + + short do_spline = _FALSE_; + + logtau = log(tau); + + /** - If we have defined a z_max_pk > 0, then we have already an + array of sources and of their second derivative with respect to + time in the range 0 < z < z_max_pk, that can be used for an + accurate spline interpolation at a given tau. Check whether we + are in this situation and whether the value of tau is in the + right range. */ + + if (ppt->ln_tau_size > 1) { + if (logtau >= ppt->ln_tau[0]) { + do_spline = _TRUE_; + } + } + + /** - If yes, we do such a spline */ + + if (do_spline == _TRUE_) { + + class_call(array_interpolate_spline(ppt->ln_tau, + ppt->ln_tau_size, + ppt->late_sources[index_md][index_ic * ppt->tp_size[index_md] + index_tp], + ppt->ddlate_sources[index_md][index_ic*ppt->tp_size[index_md] + index_tp], + ppt->k_size[index_md], + logtau, + &last_index, + psource_at_tau, + ppt->k_size[index_md], + ppt->error_message), + ppt->error_message, + ppt->error_message); + } + + + /** - otherwise, we just go for a quick linear interpolation. This + is made available for developpers for completeness, but it is + actually never used by the default version of CLASS */ + + else { + + class_call(array_interpolate_two_bis(ppt->tau_sampling, + 1, + 0, + ppt->sources[index_md][index_ic*ppt->tp_size[index_md]+index_tp], + ppt->k_size[index_md], + ppt->tau_size, + tau, + psource_at_tau, + ppt->k_size[index_md], + ppt->error_message), + ppt->error_message, + ppt->error_message); + } + + return _SUCCESS_; +} + +/** + * Source function \f$ S^{X} (k, \tau) \f$ at a given redhsift z. + * + * Evaluate source functions at given redhsift z by reading + * the pre-computed table and interpolating. + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure containing interpolation tables + * @param index_md Input: index of requested mode (for scalars, just pass ppt->index_md_scalars) + * @param index_ic Input: index of requested initial condition (for adiabatic, just pass ppt->index_ic_ad) + * @param index_tp Input: index of requested source function type + * @param z Input: any value of redshift + * @param psource_at_z Output: vector (already allocated) of source function as a function of k, psource_at_z[index_k] + * @return the error status + */ + +int perturbations_sources_at_z( + struct background * pba, + struct perturbations * ppt, + int index_md, + int index_ic, + int index_tp, + double z, + double * psource_at_z + ) { + + double tau; + + class_call(background_tau_of_z(pba, + z, + &tau), + pba->error_message, + ppt->error_message); + + class_call(perturbations_sources_at_tau(ppt,index_md,index_ic,index_tp,tau,psource_at_z), + ppt->error_message, + ppt->error_message); + + return _SUCCESS_; +} + +/** + * Source function \f$ S^{X} (k, \tau) \f$ at a given redhsift z and wavenumber k. + * + * Evaluate source functions at given redhsift z and wavenumber k by reading + * the pre-computed table and interpolating. + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure containing interpolation tables + * @param index_md Input: index of requested mode (for scalars, just pass ppt->index_md_scalars) + * @param index_ic Input: index of requested initial condition (for adiabatic, just pass ppt->index_ic_ad) + * @param index_tp Input: index of requested source function type + * @param k Input: any value of wavenumber + * @param z Input: any value of redshift + * @param psource_at_k_and_z Output: pointer to the source function at (k,z) (so to just one number) + * @return the error status + */ + +int perturbations_sources_at_k_and_z( + struct background * pba, + struct perturbations * ppt, + int index_md, + int index_ic, + int index_tp, + double k, + double z, + double * psource_at_k_and_z + ) { + + double * sources; + double * ddsources_dk2; + int last_index; + + class_alloc(sources, + ppt->k_size[index_md]*sizeof(double), + ppt->error_message); + + class_alloc(ddsources_dk2, + ppt->k_size[index_md]*sizeof(double), + ppt->error_message); + + class_call(perturbations_sources_at_z(pba,ppt,index_md,index_ic,index_tp,z,sources), + ppt->error_message, + ppt->error_message); + + class_call(array_spline_table_lines(ppt->k[index_md], + ppt->k_size[index_md], + sources, + 1, + ddsources_dk2, + _SPLINE_EST_DERIV_, + ppt->error_message), + ppt->error_message, + ppt->error_message); + + class_call(array_interpolate_spline(ppt->k[index_md], + ppt->k_size[index_md], + sources, + ddsources_dk2, + 1, + k, + &last_index, + psource_at_k_and_z, + 1, + ppt->error_message), + ppt->error_message, + ppt->error_message); + + return _SUCCESS_; +} + +/** + * Function called by the output module or the wrappers, which returns + * the source functions \f$ S^{X} (k, \tau) \f$ corresponding to + * densities ('dTk') and velocities ('vTk') at a given conformal time + * tau corresponding to the input redshift z. + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param output_format Input: choice of ordering and normalisation for the output quantities + * @param z Input: redshift + * @param number_of_titles Input: number of requested source functions (found in perturbations_output_titles) + * @param data Output: vector of all source functions for all k values and initial conditions (previously allocated with the right size) + * @return the error status + */ + +int perturbations_output_data_at_z( + struct background * pba, + struct perturbations * ppt, + enum file_format output_format, + double z, + int number_of_titles, + double *data + ) { + + double * tkfull=NULL; /* array with argument tkfull[(index_k * ppt->ic_size[index_md] + index_ic) * ppt->tp_size[index_md] + index_tp] */ + + double * pvecsources; + + double tau; + + int index_md = ppt->index_md_scalars; + int index_ic; + int index_k; + int index_tp; + + /** - allocate tkfull */ + + if (ppt->k_size[index_md]*ppt->ic_size[index_md]*ppt->tp_size[index_md] > 0) { + class_alloc(tkfull, + ppt->k_size[index_md]*ppt->ic_size[index_md]*ppt->tp_size[index_md]*sizeof(double), + ppt->error_message); + } + + /** - compute \f$T_i(k)\f$ for each k (if several ic's, compute it + for each ic; if z_pk = 0, this is done by directly reading + inside the pre-computed table; if not, this is done by + interpolating the table at the correct value of tau. */ + + /* if z_pk = 0, no interpolation needed */ + + if (z == 0.) { + + for (index_k=0; index_kk_size[index_md]; index_k++) { + for (index_tp=0; index_tptp_size[index_md]; index_tp++) { + for (index_ic=0; index_icic_size[index_md]; index_ic++) { + tkfull[(index_k * ppt->ic_size[index_md] + index_ic) * ppt->tp_size[index_md] + index_tp] + = ppt->sources[index_md][index_ic * ppt->tp_size[index_md] + index_tp][(ppt->tau_size-1) * ppt->k_size[index_md] + index_k]; + } + } + } + } + + /* if 0 <= z_pk <= z_max_pk, interpolation needed, */ + else { + + /* check the time corresponding to the highest redshift requested in output plus one */ + class_call(background_tau_of_z(pba, + z, + &tau), + pba->error_message, + ppt->error_message); + + class_test(log(tau) < ppt->ln_tau[0], + "Asking sources at a z bigger than z_max_pk, something probably went wrong", + ppt->error_message); + + class_alloc(pvecsources, + ppt->k_size[index_md]*sizeof(double), + ppt->error_message); + + + for (index_tp=0; index_tptp_size[index_md]; index_tp++) { + for (index_ic=0; index_icic_size[index_md]; index_ic++) { + class_call(perturbations_sources_at_tau(ppt, + index_md, + index_ic, + index_tp, + tau, + pvecsources), + ppt->error_message, + ppt->error_message); + for (index_k=0; index_kk_size[index_md]; index_k++) { + + tkfull[(index_k * ppt->ic_size[index_md] + index_ic) * ppt->tp_size[index_md] + index_tp] = + pvecsources[index_k]; + } + } + } + free(pvecsources); + } + + /** - store data */ + + class_call(perturbations_output_data(pba,ppt,output_format,tkfull,number_of_titles,data), + ppt->error_message, + ppt->error_message); + + /** - free tkfull */ + // condition necessary because the size could be zero (if ppt->tp_size is zero) + if (tkfull != NULL) + free(tkfull); + + return _SUCCESS_; +} + +/** + * Function called by the output module or the wrappers, which returns + * the source functions \f$ S^{X} (k, \tau) \f$ corresponding to + * densities ('dTk') and velocities ('vTk') at a given conformal time + * tau corresponding to index index_tau in pre-computed table. + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param output_format Input: choice of ordering and normalisation for the output quantities + * @param index_tau Input: index pre-computed table ppt->ln_tau[index_tau] + * @param number_of_titles Input: number of requested source functions (found in perturbations_output_titles) + * @param data Output: vector of all source functions for all k values and initial conditions (previously allocated with the right size) + * @return the error status + */ + +int perturbations_output_data_at_index_tau( + struct background * pba, + struct perturbations * ppt, + enum file_format output_format, + int index_tau, + int number_of_titles, + double *data + ) { + + double * tkfull=NULL; /* array with argument tkfull[(index_k * ppt->ic_size[index_md] + index_ic) * ppt->tp_size[index_md] + index_tp] */ + + int index_md = ppt->index_md_scalars; + int index_ic; + int index_k; + int index_tp; + + class_test((index_tau < 0) || (index_tau >= ppt->ln_tau_size), + ppt->error_message, + "index_tau outside of array range"); + + /** - allocate and fill tkfull */ + + if (ppt->k_size[index_md]*ppt->ic_size[index_md]*ppt->tp_size[index_md] > 0) { + class_alloc(tkfull, + ppt->k_size[index_md]*ppt->ic_size[index_md]*ppt->tp_size[index_md]*sizeof(double), + ppt->error_message); + } + + for (index_k=0; index_kk_size[index_md]; index_k++) { + for (index_tp=0; index_tptp_size[index_md]; index_tp++) { + for (index_ic=0; index_icic_size[index_md]; index_ic++) { + tkfull[(index_k * ppt->ic_size[index_md] + index_ic) * ppt->tp_size[index_md] + index_tp] + = ppt->late_sources[index_md][index_ic * ppt->tp_size[index_md] + index_tp][index_tau * ppt->k_size[index_md] + index_k]; + } + } + } + + /** - store data */ + + class_call(perturbations_output_data(pba,ppt,output_format,tkfull,number_of_titles,data), ppt->error_message, ppt->error_message); + /** - free tkfull */ + // condition necessary because the size could be zero (if ppt->tp_size is zero) + if (tkfull != NULL) + free(tkfull); + + return _SUCCESS_; +} + +/** + * Function called by the output module or the wrappers, which returns + * the source functions \f$ S^{X} (k, \tau) \f$ corresponding to + * densities ('dTk') and velocities ('vTk') in the correct order + * (matching that in perturbations_output_titles), given a vector + * containing the corresponding scalar source functions at a given + * time. + * + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param output_format Input: choice of ordering and normalisation for the output quantities + * @param tkfull Input: vector of scalar sources at given time, tk[(index_k * ppt->ic_size[index_md] + index_ic) * ppt->tp_size[index_md] + index_tp] + * @param number_of_titles Input: number of requested source functions (found in perturbations_output_titles) + * @param data Output: vector of all source functions for all k values and initial conditions (previously allocated with the right size) + * @return the error status + */ + +int perturbations_output_data( + struct background * pba, + struct perturbations * ppt, + enum file_format output_format, + double * tkfull, + int number_of_titles, + double *data + ) { + + int n_ncdm; + double k, k_over_h, k2; + double *tk; + double *dataptr; + int index_md = ppt->index_md_scalars; + int index_ic; + int index_k; + int storeidx; + + /** - store data */ + + for (index_ic = 0; index_ic < ppt->ic_size[index_md]; index_ic++) { + + for (index_k=0; index_kk_size[index_md]; index_k++) { + + storeidx = 0; + dataptr = data+index_ic*(ppt->k_size[index_md]*number_of_titles)+index_k*number_of_titles; + tk = &(tkfull[(index_k * ppt->ic_size[index_md] + index_ic) * ppt->tp_size[index_md]]); + k = ppt->k[index_md][index_k]; + k2 = k*k; + k_over_h = k/pba->h; + + class_store_double(dataptr, k_over_h, _TRUE_,storeidx); + + /* indices for species associated with a velocity transfer function in Fourier space */ + + if (output_format == class_format) { + + if (ppt->has_density_transfers == _TRUE_) { + class_store_double(dataptr,tk[ppt->index_tp_delta_g],ppt->has_source_delta_g,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_b],ppt->has_source_delta_b,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_cdm],ppt->has_source_delta_cdm,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_idm],ppt->has_source_delta_idm,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_fld],ppt->has_source_delta_fld,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_ur],ppt->has_source_delta_ur,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_idr],ppt->has_source_delta_idr,storeidx); + if (pba->has_ncdm == _TRUE_){ + for (n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++){ + class_store_double(dataptr,tk[ppt->index_tp_delta_ncdm1+n_ncdm],ppt->has_source_delta_ncdm,storeidx); + } + } + class_store_double(dataptr,tk[ppt->index_tp_delta_dcdm],ppt->has_source_delta_dcdm,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_dr],ppt->has_source_delta_dr,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_scf],ppt->has_source_delta_scf,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_m],ppt->has_source_delta_m,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_delta_tot],ppt->has_source_delta_tot,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_phi],ppt->has_source_phi,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_psi],ppt->has_source_psi,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_phi_prime],ppt->has_source_phi_prime,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_h],ppt->has_source_h,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_h_prime],ppt->has_source_h_prime,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_eta],ppt->has_source_eta,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_eta_prime],ppt->has_source_eta_prime,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_H_T_Nb_prime],ppt->has_source_H_T_Nb_prime,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_k2gamma_Nb],ppt->has_source_k2gamma_Nb,storeidx); + } + if (ppt->has_velocity_transfers == _TRUE_) { + + class_store_double(dataptr,tk[ppt->index_tp_theta_g],ppt->has_source_theta_g,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_b],ppt->has_source_theta_b,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_cdm],ppt->has_source_theta_cdm,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_idm],ppt->has_source_theta_idm,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_fld],ppt->has_source_theta_fld,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_ur],ppt->has_source_theta_ur,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_idr],ppt->has_source_theta_idr,storeidx); + if (pba->has_ncdm == _TRUE_){ + for (n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++){ + class_store_double(dataptr,tk[ppt->index_tp_theta_ncdm1+n_ncdm],ppt->has_source_theta_ncdm,storeidx); + } + } + class_store_double(dataptr,tk[ppt->index_tp_theta_dcdm],ppt->has_source_theta_dcdm,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_dr],ppt->has_source_theta_dr,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_scf],ppt->has_source_theta_scf,storeidx); + class_store_double(dataptr,tk[ppt->index_tp_theta_tot],ppt->has_source_theta_tot,storeidx); + + } + + } + else if (output_format == camb_format) { + + /* rescale and reorder the matter transfer functions following the CMBFAST/CAMB convention */ + class_store_double_or_default(dataptr,-tk[ppt->index_tp_delta_cdm]/k2,ppt->has_source_delta_cdm,storeidx,0.0); + class_store_double_or_default(dataptr,-tk[ppt->index_tp_delta_b]/k2,ppt->has_source_delta_b,storeidx,0.0); + class_store_double_or_default(dataptr,-tk[ppt->index_tp_delta_g]/k2,ppt->has_source_delta_g,storeidx,0.0); + class_store_double_or_default(dataptr,-tk[ppt->index_tp_delta_ur]/k2,ppt->has_source_delta_ur,storeidx,0.0); + class_store_double_or_default(dataptr,-tk[ppt->index_tp_delta_ncdm1]/k2,ppt->has_source_delta_ncdm,storeidx,0.0); + class_store_double_or_default(dataptr,-tk[ppt->index_tp_delta_tot]/k2,_TRUE_,storeidx,0.0); + } + } + } + + return _SUCCESS_; +} + +/** + * Fill array of strings with the name of the requested 'mTk, vTk' functions + * (transfer functions as a function of wavenumber for fixed times). + * + * @param pba Input: pointer to the background structure + * @param ppt Input: pointer to the perturbation structure + * @param output_format Input: flag for the format + * @param titles Output: name strings + * @return the error status + */ + +int perturbations_output_titles( + struct background *pba, + struct perturbations *ppt, + enum file_format output_format, + char titles[_MAXTITLESTRINGLENGTH_] + ){ + int n_ncdm; + char tmp[40]; + + if (output_format == class_format) { + class_store_columntitle(titles,"k (h/Mpc)",_TRUE_); + if (ppt->has_density_transfers == _TRUE_) { + class_store_columntitle(titles,"d_g",_TRUE_); + class_store_columntitle(titles,"d_b",_TRUE_); + class_store_columntitle(titles,"d_cdm",pba->has_cdm); + class_store_columntitle(titles,"d_idm",pba->has_idm); + class_store_columntitle(titles,"d_fld",pba->has_fld); + class_store_columntitle(titles,"d_ur",pba->has_ur); + class_store_columntitle(titles,"d_idr",pba->has_idr); + if (pba->has_ncdm == _TRUE_) { + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++) { + class_sprintf(tmp,"d_ncdm[%d]",n_ncdm); + class_store_columntitle(titles,tmp,_TRUE_); + } + } + class_store_columntitle(titles,"d_dcdm",pba->has_dcdm); + class_store_columntitle(titles,"d_dr",pba->has_dr); + class_store_columntitle(titles,"d_scf",pba->has_scf); + class_store_columntitle(titles,"d_m",ppt->has_source_delta_m); + class_store_columntitle(titles,"d_tot",ppt->has_source_delta_tot); + class_store_columntitle(titles,"phi",ppt->has_source_phi); + class_store_columntitle(titles,"psi",ppt->has_source_psi); + class_store_columntitle(titles,"phi_prime",ppt->has_source_phi_prime); + class_store_columntitle(titles,"h",ppt->has_source_h); + class_store_columntitle(titles,"h_prime",ppt->has_source_h_prime); + class_store_columntitle(titles,"eta",ppt->has_source_eta); + class_store_columntitle(titles,"eta_prime",ppt->has_source_eta_prime); + class_store_columntitle(titles,"H_T_Nb_prime",ppt->has_source_H_T_Nb_prime); + class_store_columntitle(titles,"k2gamma_Nb",ppt->has_source_k2gamma_Nb); + } + if (ppt->has_velocity_transfers == _TRUE_) { + class_store_columntitle(titles,"t_g",_TRUE_); + class_store_columntitle(titles,"t_b",_TRUE_); + class_store_columntitle(titles,"t_cdm",((pba->has_cdm == _TRUE_) && (ppt->gauge != synchronous))); + class_store_columntitle(titles,"t_idm",pba->has_idm); + class_store_columntitle(titles,"t_fld",pba->has_fld); + class_store_columntitle(titles,"t_ur",pba->has_ur); + class_store_columntitle(titles,"t_idr",pba->has_idr); + if (pba->has_ncdm == _TRUE_) { + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++) { + class_sprintf(tmp,"t_ncdm[%d]",n_ncdm); + class_store_columntitle(titles,tmp,_TRUE_); + } + } + class_store_columntitle(titles,"t_dcdm",pba->has_dcdm); + class_store_columntitle(titles,"t_dr",pba->has_dr); + class_store_columntitle(titles,"t_scf",pba->has_scf); + class_store_columntitle(titles,"t_tot",_TRUE_); + } + } + + else if (output_format == camb_format) { + + class_store_columntitle(titles,"k (h/Mpc)",_TRUE_); + class_store_columntitle(titles,"-T_cdm/k2",_TRUE_); + class_store_columntitle(titles,"-T_b/k2",_TRUE_); + class_store_columntitle(titles,"-T_g/k2",_TRUE_); + class_store_columntitle(titles,"-T_ur/k2",_TRUE_); + class_store_columntitle(titles,"-T_ncdm/k2",_TRUE_); + class_store_columntitle(titles,"-T_tot/k2",_TRUE_); + + } + + return _SUCCESS_; +} + +/** + * Fill strings that will be used when writing the transfer functions + * and the spectra in files (in the file names and in the comment at the beginning of each file). + * + * @param ppt Input: pointer to the perturbation structure + * @param index_ic Input: index of the initial condition + * @param first_line Output: line of comment + * @param ic_suffix Output: suffix for the output file name + * @return the error status + * + */ + +int perturbations_output_firstline_and_ic_suffix( + struct perturbations *ppt, + int index_ic, + char first_line[_LINE_LENGTH_MAX_], + char ic_suffix[_SUFFIXNAMESIZE_] + ){ + + first_line[0]='\0'; + ic_suffix[0]='\0'; + + if ((ppt->has_ad == _TRUE_) && (index_ic == ppt->index_ic_ad)) { + strcpy(ic_suffix,"ad"); + strcpy(first_line,"for adiabatic (AD) mode (normalized to initial curvature=1) "); + } + + if ((ppt->has_bi == _TRUE_) && (index_ic == ppt->index_ic_bi)) { + strcpy(ic_suffix,"bi"); + strcpy(first_line,"for baryon isocurvature (BI) mode (normalized to initial entropy=1)"); + } + + if ((ppt->has_cdi == _TRUE_) && (index_ic == ppt->index_ic_cdi)) { + strcpy(ic_suffix,"cdi"); + strcpy(first_line,"for CDM isocurvature (CDI) mode (normalized to initial entropy=1)"); + } + + if ((ppt->has_nid == _TRUE_) && (index_ic == ppt->index_ic_nid)) { + strcpy(ic_suffix,"nid"); + strcpy(first_line,"for neutrino density isocurvature (NID) mode (normalized to initial entropy=1)"); + } + if ((ppt->has_niv == _TRUE_) && (index_ic == ppt->index_ic_niv)) { + strcpy(ic_suffix,"niv"); + strcpy(first_line,"for neutrino velocity isocurvature (NIV) mode (normalized to initial entropy=1)"); + } return _SUCCESS_; } /** - * Initialize the perturbs structure, and in particular the table of source functions. + * Initialize the perturbations structure, and in particular the table of source functions. * * Main steps: * @@ -94,12 +690,12 @@ int perturb_sources_at_tau( * @return the error status */ -int perturb_init( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt - ) { +int perturbations_init( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt + ) { /** Summary: */ @@ -111,29 +707,10 @@ int perturb_init( int index_ic; /* running index for wavenumbers */ int index_k; - /* pointer to one struct perturb_workspace per thread (one if no openmp) */ - struct perturb_workspace ** pppw; + /* running index for type of perturbation */ + int index_tp; /* background quantities */ double w_fld_ini, w_fld_0,dw_over_da_fld,integral_fld; - /* number of threads (always one if no openmp) */ - int number_of_threads=1; - /* index of the thread (always 0 if no openmp) */ - int thread=0; - - /* This code can be optionally compiled with the openmp option for parallel computation. - Inside parallel regions, the use of the command "return" is forbidden. - For error management, instead of "return _FAILURE_", we will set the variable below - to "abort = _TRUE_". This will lead to a "return _FAILURE_" just after leaving the - parallel region. */ - int abort; - - /* unsigned integer that will be set to the size of the workspace */ - size_t sz; - -#ifdef _OPENMP - /* instrumentation times */ - double tstart, tstop, tspent; -#endif /** - perform preliminary checks */ @@ -149,7 +726,7 @@ int perturb_init( class_test((ppt->gauge == synchronous) && (pba->has_cdm == _FALSE_), ppt->error_message, - "In the synchronous gauge, it is not self-consistent to assume no CDM: the later is used to define the initial timelike hypersurface. You can either add a negligible amount of CDM or switch to newtonian gauge"); + "In the synchronous gauge, it is not self-consistent to assume no CDM: the later is used to define the initial timelike hypersurface. You can either add a negligible amount of CDM, or switch to newtonian gauge"); class_test ((ppr->tight_coupling_approximation < first_order_MB) || (ppr->tight_coupling_approximation > compromise_CLASS), @@ -161,6 +738,13 @@ int perturb_init( ppt->error_message, "your radiation_streaming_approximation is set to %d, out of range defined in perturbations.h",ppr->radiation_streaming_approximation); + if (pba->has_idr == _TRUE_){ + class_test ((ppr->idr_streaming_approximation < rsa_idr_none) || + (ppr->idr_streaming_approximation > rsa_idr_MD), + ppt->error_message, + "your idr_radiation_streaming_approximation is set to %d, out of range defined in perturbations.h",ppr->idr_streaming_approximation); + } + if (pba->has_ur == _TRUE_) { class_test ((ppr->ur_fluid_approximation < ufa_mb) || @@ -186,9 +770,9 @@ int perturb_init( if (pba->has_fld == _TRUE_) { - /* check values of w_fld at initial time and today */ - class_call(background_w_fld(pba, 0., &w_fld_ini,&dw_over_da_fld,&integral_fld), pba->error_message, ppt->error_message); - class_call(background_w_fld(pba,pba->a_today,&w_fld_0,&dw_over_da_fld,&integral_fld), pba->error_message, ppt->error_message); + /* check values of w_fld at initial time and today. Since 'a' in the code stands for 'a/a_0', its current value is 1 by definition */ + class_call(background_w_fld(pba, 0., &w_fld_ini, &dw_over_da_fld, &integral_fld), pba->error_message, ppt->error_message); + class_call(background_w_fld(pba, 1., &w_fld_0, &dw_over_da_fld, &integral_fld), pba->error_message, ppt->error_message); class_test(w_fld_ini >= 0., ppt->error_message, @@ -249,81 +833,44 @@ int perturb_init( } } - /** - initialize all indices and lists in perturbs structure using perturb_indices_of_perturbs() */ + /* + class_test((pba->h > _h_BIG_) || (pba->h < _h_SMALL_), + ppt->error_message, + "Your value of pba->h=%e is out of the bounds [%e , %e] and could cause a crash of the perturbation ODE integration. If you want to force this barrier, you may comment it out in perturbation.c", + pba->h, + _h_SMALL_, + _h_BIG_); + + class_test((pba->Omega0_b*pba->h*pba->h < _omegab_SMALL_) || (pba->Omega0_b*pba->h*pba->h > _omegab_BIG_), + ppt->error_message, + "Your value of omega_b=%e is out of the bounds [%e , %e] and could cause a crash of the perturbation ODE integration. If you want to force this barrier, you may comment it out in perturbation.c", + pba->Omega0_b*pba->h*pba->h, + _omegab_SMALL_, + _omegab_BIG_); + */ + + /** - initialize all indices and lists in perturbations structure using perturbations_indices() */ - class_call(perturb_indices_of_perturbs(ppr, - pba, - pth, - ppt), + class_call(perturbations_indices(ppr, + pba, + pth, + ppt), ppt->error_message, ppt->error_message); - //Here we do the smg tests. It is important to have them after perturb_indices_of_perturbs because we need - //quantities as k_min and k_max. + /** Perform smg tests. We have to do it after calling perturbations_indices because we need + * k_min and k_max (they are calculated in perturbations_get_k_list) + **/ if (pba->has_smg == _TRUE_) { + class_call( + perturbations_tests_smg(ppr, pba, ppt), + ppt->error_message, + ppt->error_message + ); + } - class_test(ppt->gauge == newtonian, - ppt->error_message, - "Asked for scalar modified gravity AND Newtonian gauge. Not yet implemented"); - - - if ( ppt->pert_initial_conditions_smg == gravitating_attr ){ - class_test_except((ppt->has_cdi == _TRUE_) || (ppt->has_bi == _TRUE_) || (ppt->has_nid == _TRUE_) || (ppt->has_niv == _TRUE_), - ppt->error_message, - background_free(pba);thermodynamics_free(pth);perturb_free_nosource(ppt), - "Isocurvature initial conditions for early modified gravity (Gravitating Attractor) not implemented."); - } - - - // TODO: think of some suitable tests for the scalar field - - if (ppt->method_qs_smg == automatic) { - //Check if at the initial time all the k modes start with the same kind of qs_smg approximation - class_call_except(perturb_test_ini_qs_smg(ppr, - pba, - ppt, - ppt->k[ppt->index_md_scalars][0], - ppt->k[ppt->index_md_scalars][ppt->k_size[ppt->index_md_scalars]-1], - ppr->a_ini_over_a_today_default), - ppt->error_message, - ppt->error_message, - background_free(pba);thermodynamics_free(pth);perturb_free_nosource(ppt)); - } - - if (!((ppt->method_qs_smg == automatic) && (ppt->initial_approx_qs_smg==1))) { - - // if scalar is dynamical or always quasi-static, test for stability at the initial time. - // Only in the case it is QS because of a trigger test (through "automatic" method_qs), - // we already know mass is positive and therefore can assume it is stable, so skip this. - - if( ppt->pert_initial_conditions_smg == gravitating_attr){ - // If we are in gravitating_attr ICs, make sure the standard solution is dominant at some early redshift. - // If it is not, curvature is not conserved and we have lost the connection between the amplitude from inflation and - // the initial amplitude supplied to hi_class. - class_call_except(perturb_test_ini_grav_ic_smg(ppr, - pba, - ppt), - ppt->error_message, - ppt->error_message, - background_free(pba);thermodynamics_free(pth);perturb_free_nosource(ppt)); - } - - if( ppt->pert_initial_conditions_smg == ext_field_attr){ - //If we have the ext_field_attr, test for tachyon instability in RD before pert initialisation - // If have it, fail, because we can't set the ICs properly - - class_call_except(perturb_test_ini_extfld_ic_smg(ppr, - pba, - ppt), - ppt->error_message, - ppt->error_message, - background_free(pba);thermodynamics_free(pth);perturb_free_nosource(ppt)); - } - } - } - - if (ppt->z_max_pk > pth->z_rec) { + if (ppt->z_max_pk > pth->z_rec) { class_test(ppt->has_cmb == _TRUE_, ppt->error_message, @@ -331,9 +878,9 @@ int perturb_init( ppt->z_max_pk, pth->z_rec); - class_test(ppt->has_source_delta_m == _TRUE_, + class_test(ppt->has_source_delta_m == _TRUE_, ppt->error_message, - "You requested a very high z_pk=%e, higher than z_rec=%e. This works very well when you ask only transfer functions, e.g. with 'output=mTk' or 'output=mTk,vTk'. But if you need the total matter (e.g. with 'mPk', 'dCl', etc.) there is an issue with the calculation of delta_m at very early times. By default, delta_m is a gauge-invariant variable (the density fluctuation in comoving gauge) and this quantity is hard to get accurately at very early times. The solution is to define delta_m as the density fluctuation in the current gauge, synchronous or newtonian. For the moment this must be done manually by commenting the line 'ppw->delta_m += 3. *ppw->pvecback[pba->index_bg_a]*ppw->pvecback[pba->index_bg_H] * ppw->theta_m/k2;' in perturb_sources(). In the future there will be an option for doing it in an easier way.", + "You requested a very high z_pk=%e, higher than z_rec=%e. This works very well when you ask only transfer functions, e.g. with 'output=mTk' or 'output=mTk,vTk'. But if you need the total matter (e.g. with 'mPk', 'dCl', etc.) there is an issue with the calculation of delta_m at very early times. By default, delta_m is a gauge-invariant variable (the density fluctuation in comoving gauge) and this quantity is hard to get accurately at very early times. The solution is to define delta_m as the density fluctuation in the current gauge, synchronous or newtonian. For the moment this must be done manually by commenting the line 'ppw->delta_m += 3. *ppw->pvecback[pba->index_bg_a]*ppw->pvecback[pba->index_bg_H] * ppw->theta_m/k2;' in perturbations_sources(). In the future there will be an option for doing it in an easier way.", ppt->z_max_pk, pth->z_rec); @@ -342,224 +889,188 @@ int perturb_init( /** - define the common time sampling for all sources using - perturb_timesampling_for_sources() */ + perturbations_timesampling_for_sources() */ - class_call_except(perturb_timesampling_for_sources(ppr, - pba, - pth, - ppt), - ppt->error_message, + class_call(perturbations_timesampling_for_sources(ppr, + pba, + pth, + ppt), ppt->error_message, - background_free(pba);thermodynamics_free(pth);perturb_free_nosource(ppt)); + ppt->error_message); - /** - if we want to store perturbations, write titles and allocate storage */ - class_call(perturb_prepare_output(pba,ppt), + /** - if we want to store perturbations for given k values, write titles and allocate storage */ + class_call(perturbations_prepare_k_output(pba,ppt), ppt->error_message, ppt->error_message); - - /** - create an array of workspaces in multi-thread case */ - -#ifdef _OPENMP - -#pragma omp parallel - { - number_of_threads = omp_get_num_threads(); - } -#endif - - class_alloc(pppw,number_of_threads * sizeof(struct perturb_workspace *),ppt->error_message); - + /* Setup task system */ + class_setup_parallel(); /** - loop over modes (scalar, tensors, etc). For each mode: */ - for (index_md = 0; index_md < ppt->md_size; index_md++) { if (ppt->perturbations_verbose > 1) printf("Evolving mode %d/%d\n",index_md+1,ppt->md_size); - abort = _FALSE_; - - sz = sizeof(struct perturb_workspace); - -#pragma omp parallel \ - shared(pppw,ppr,pba,pth,ppt,index_md,abort,number_of_threads) \ - private(thread) \ - num_threads(number_of_threads) - - { - -#ifdef _OPENMP - thread=omp_get_thread_num(); -#endif - - /** - --> (a) create a workspace (one per thread in multi-thread case) */ - - class_alloc_parallel(pppw[thread],sz,ppt->error_message); - - /** - --> (b) initialize indices of vectors of perturbations with perturb_indices_of_current_vectors() */ - - class_call_parallel(perturb_workspace_init(ppr, - pba, - pth, - ppt, - index_md, - pppw[thread]), - ppt->error_message, - ppt->error_message); - - } /* end of parallel region */ - - if (abort == _TRUE_) return _FAILURE_; - - /** - --> (c) loop over initial conditions and wavenumbers; for each of them, evolve perturbations and compute source functions with perturb_solve() */ + /** - --> loop over initial conditions and wavenumbers; for each of them, evolve perturbations and compute source functions with perturbations_solve() */ for (index_ic = 0; index_ic < ppt->ic_size[index_md]; index_ic++) { - if (ppt->perturbations_verbose > 1) { + if (ppt->perturbations_verbose > 1) { printf("Evolving ic %d/%d\n",index_ic+1,ppt->ic_size[index_md]); printf("evolving %d wavenumbers\n",ppt->k_size[index_md]); } - abort = _FALSE_; - -#pragma omp parallel \ - shared(pppw,ppr,pba,pth,ppt,index_md,index_ic,abort,number_of_threads) \ - private(index_k,thread,tstart,tstop,tspent) \ - num_threads(number_of_threads) + /* integrating backwards is slightly more optimal for parallel runs */ + //for (index_k = 0; index_k < ppt->k_size; index_k++) { + for (index_k = ppt->k_size[index_md]-1; index_k >=0; index_k--) { - { + class_run_parallel(with_arguments(ppr,pba,pth,ppt,index_md,index_ic,index_k), -#ifdef _OPENMP - thread=omp_get_thread_num(); - tspent=0.; -#endif - -#pragma omp for schedule (dynamic) - - /* integrating backwards is slightly more optimal for parallel runs */ - //for (index_k = 0; index_k < ppt->k_size; index_k++) { - for (index_k = ppt->k_size[index_md]-1; index_k >=0; index_k--) { - - if ((ppt->perturbations_verbose > 2) && (abort == _FALSE_)) { + if (ppt->perturbations_verbose > 2) { printf("evolving mode k=%e /Mpc (%d/%d)",ppt->k[index_md][index_k],index_k+1,ppt->k_size[index_md]); if (pba->sgnK != 0) printf(" (for scalar modes, corresponds to nu=%e)",sqrt(ppt->k[index_md][index_k]*ppt->k[index_md][index_k]+pba->K)/sqrt(pba->sgnK*pba->K)); printf("\n"); } -#ifdef _OPENMP - tstart = omp_get_wtime(); -#endif + struct perturbations_workspace pw; + class_call(perturbations_workspace_init(ppr, + pba, + pth, + ppt, + index_md, + &pw), + ppt->error_message, + ppt->error_message); - class_call_parallel(perturb_solve(ppr, - pba, - pth, - ppt, - index_md, - index_ic, - index_k, - pppw[thread]), - ppt->error_message, - ppt->error_message); + class_call(perturbations_solve(ppr, + pba, + pth, + ppt, + index_md, + index_ic, + index_k, + &pw), + ppt->error_message, + ppt->error_message); -#ifdef _OPENMP - tstop = omp_get_wtime(); + class_call(perturbations_workspace_free(ppt,index_md,&pw), + ppt->error_message, + ppt->error_message); + return _SUCCESS_; - tspent += tstop-tstart; -#endif + ); -#pragma omp flush(abort) + } /* end of loop over wavenumbers */ - } /* end of loop over wavenumbers */ + } /* end of loop over initial conditions */ -#ifdef _OPENMP - if (ppt->perturbations_verbose>1) - printf("In %s: time spent in parallel region (loop over k's) = %e s for thread %d\n", - __func__,tspent,omp_get_thread_num()); -#endif + } /* end loop over modes */ - } /* end of parallel region */ + class_finish_parallel(); - if (abort == _TRUE_) { - background_free(pba); - thermodynamics_free(pth); - perturb_free(ppt); - int t; - for (t = 0; t < number_of_threads; t++) { - perturb_workspace_free(ppt,index_md,pppw[t]); - } - free(pppw); - return _FAILURE_; - } - } /* end of loop over initial conditions */ + /** - spline the source array with respect to the time variable */ + + if (ppt->ln_tau_size > 1) { - abort = _FALSE_; + class_setup_parallel(); + + for (index_md = 0; index_md < ppt->md_size; index_md++) { -#pragma omp parallel \ - shared(pppw,ppt,index_md,abort,number_of_threads) \ - private(thread) \ - num_threads(number_of_threads) + for (index_ic = 0; index_ic < ppt->ic_size[index_md]; index_ic++) { - { + for (index_tp = 0; index_tp < ppt->tp_size[index_md]; index_tp++) { -#ifdef _OPENMP - thread=omp_get_thread_num(); -#endif + class_run_parallel(with_arguments(ppt, index_md, index_ic, index_tp), + class_call(array_spline_table_lines(ppt->ln_tau, + ppt->ln_tau_size, + ppt->late_sources[index_md][index_ic * ppt->tp_size[index_md] + index_tp], + ppt->k_size[index_md], + ppt->ddlate_sources[index_md][index_ic*ppt->tp_size[index_md] + index_tp], + _SPLINE_EST_DERIV_, + ppt->error_message), + ppt->error_message, + ppt->error_message); + return _SUCCESS_; + ); - class_call_parallel(perturb_workspace_free(ppt,index_md,pppw[thread]), - ppt->error_message, - ppt->error_message); + } /* end of loop over type of source function*/ - } /* end of parallel region */ + } /* end of loop over initial condition */ - if (abort == _TRUE_) return _FAILURE_; + } /* end of loop over mode */ - } /* end loop over modes */ + class_finish_parallel(); + } + + return _SUCCESS_; +} + +/** + * Free all memory space allocated by input. + * + * Called by perturbations_free(), during shooting and if shooting failed + * + * @param ppt Input: perturbation structure with input pointers to be freed + * @return the error status + */ - free(pppw); +int perturbations_free_input(struct perturbations* ppt) { + + if (ppt->alpha_idm_dr != NULL) + free(ppt->alpha_idm_dr); + if (ppt->beta_idr != NULL) + free(ppt->beta_idr); return _SUCCESS_; } /** - * Free all memory space allocated by perturb_init(). + * Free all memory space allocated by perturbations_init(). * * To be called at the end of each run, only when no further calls to - * perturb_sources_at_tau() are needed. + * perturbations_sources_at_tau() are needed. * * @param ppt Input: perturbation structure to be freed * @return the error status */ -int perturb_free( - struct perturbs * ppt - ) { +int perturbations_free( + struct perturbations * ppt + ) { - int index_md,index_ic,index_type; + int index_md,index_ic,index_tp; int filenum; + perturbations_free_input(ppt); + if (ppt->has_perturbations == _TRUE_) { for (index_md = 0; index_md < ppt->md_size; index_md++) { for (index_ic = 0; index_ic < ppt->ic_size[index_md]; index_ic++) { - for (index_type = 0; index_type < ppt->tp_size[index_md]; index_type++) { + for (index_tp = 0; index_tp < ppt->tp_size[index_md]; index_tp++) { - free(ppt->sources[index_md][index_ic*ppt->tp_size[index_md]+index_type]); + free(ppt->sources[index_md][index_ic*ppt->tp_size[index_md]+index_tp]); + if (ppt->ln_tau_size > 1) + free(ppt->ddlate_sources[index_md][index_ic*ppt->tp_size[index_md]+index_tp]); } - } free(ppt->sources[index_md]); + free(ppt->late_sources[index_md]); + free(ppt->ddlate_sources[index_md]); free(ppt->k[index_md]); } free(ppt->tau_sampling); + if (ppt->ln_tau_size > 1) + free(ppt->ln_tau); free(ppt->tp_size); @@ -574,65 +1085,13 @@ int perturb_free( free(ppt->k_size); free(ppt->sources); + free(ppt->late_sources); + free(ppt->ddlate_sources); /** Stuff related to perturbations output: */ /** - Free non-NULL pointers */ - if (ppt->index_k_output_values != NULL) - free(ppt->index_k_output_values); - - for (filenum = 0; filenum<_MAX_NUMBER_OF_K_FILES_; filenum++){ - if (ppt->scalar_perturbations_data[filenum] != NULL) - free(ppt->scalar_perturbations_data[filenum]); - if (ppt->vector_perturbations_data[filenum] != NULL) - free(ppt->vector_perturbations_data[filenum]); - if (ppt->tensor_perturbations_data[filenum] != NULL) - free(ppt->tensor_perturbations_data[filenum]); - } - - } - - return _SUCCESS_; - -} - -int perturb_free_nosource( - struct perturbs * ppt - ) { - - int index_md,index_ic,index_type; - int filenum; - - if (ppt->has_perturbations == _TRUE_) { - - for (index_md = 0; index_md < ppt->md_size; index_md++) { - - free(ppt->sources[index_md]); - - free(ppt->k[index_md]); - - } - - free(ppt->tau_sampling); - - free(ppt->tp_size); - - free(ppt->ic_size); - - free(ppt->k); - - free(ppt->k_size_cmb); - - free(ppt->k_size_cl); - - free(ppt->k_size); - - free(ppt->sources); - - /** Stuff related to perturbations output: */ - - /** - Free non-NULL pointers */ - if (ppt->index_k_output_values != NULL) + if (ppt->k_output_values_num > 0 ) free(ppt->index_k_output_values); for (filenum = 0; filenum<_MAX_NUMBER_OF_K_FILES_; filenum++){ @@ -650,9 +1109,8 @@ int perturb_free_nosource( } - /** - * Initialize all indices and allocate most arrays in perturbs structure. + * Initialize all indices and allocate most arrays in perturbations structure. * * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure @@ -661,12 +1119,12 @@ int perturb_free_nosource( * @return the error status */ -int perturb_indices_of_perturbs( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt - ) { +int perturbations_indices( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt + ) { /** Summary: */ @@ -676,6 +1134,7 @@ int perturb_indices_of_perturbs( int index_md; int index_ic; int index_type_common; + int filenum; /** - count modes (scalar, vector, tensor) and assign corresponding indices */ @@ -699,39 +1158,63 @@ int perturb_indices_of_perturbs( /** - allocate array of arrays of source functions for each mode, ppt->source[index_md] */ - class_alloc(ppt->sources,ppt->md_size * sizeof(double *),ppt->error_message); + class_alloc(ppt->sources, ppt->md_size * sizeof(double *),ppt->error_message); + class_alloc(ppt->late_sources, ppt->md_size * sizeof(double *),ppt->error_message); + class_alloc(ppt->ddlate_sources,ppt->md_size * sizeof(double *),ppt->error_message); + + /** - initialize variables for the output of k values */ + + ppt->index_k_output_values=NULL; + + ppt->number_of_scalar_titles=0; + ppt->number_of_vector_titles=0; + ppt->number_of_tensor_titles=0; + + for (filenum = 0; filenum<_MAX_NUMBER_OF_K_FILES_; filenum++){ + ppt->scalar_perturbations_data[filenum] = NULL; + ppt->vector_perturbations_data[filenum] = NULL; + ppt->tensor_perturbations_data[filenum] = NULL; + } /** - initialization of all flags to false (will eventually be set to true later) */ ppt->has_cmb = _FALSE_; ppt->has_lss = _FALSE_; + ppt->has_idm_dr = _FALSE_; + ppt->has_source_t = _FALSE_; ppt->has_source_p = _FALSE_; ppt->has_source_delta_m = _FALSE_; ppt->has_source_delta_cb = _FALSE_; + ppt->has_source_delta_tot = _FALSE_; ppt->has_source_delta_g = _FALSE_; ppt->has_source_delta_b = _FALSE_; ppt->has_source_delta_cdm = _FALSE_; + ppt->has_source_delta_idm = _FALSE_; ppt->has_source_delta_dcdm = _FALSE_; ppt->has_source_delta_fld = _FALSE_; ppt->has_source_delta_scf = _FALSE_; - ppt->has_source_phi_smg = _FALSE_; //scalar field ppt->has_source_delta_dr = _FALSE_; ppt->has_source_delta_ur = _FALSE_; + ppt->has_source_delta_idr = _FALSE_; ppt->has_source_delta_ncdm = _FALSE_; + ppt->has_source_delta_tot = _FALSE_; ppt->has_source_theta_m = _FALSE_; ppt->has_source_theta_cb = _FALSE_; + ppt->has_source_theta_tot = _FALSE_; ppt->has_source_theta_g = _FALSE_; ppt->has_source_theta_b = _FALSE_; ppt->has_source_theta_cdm = _FALSE_; + ppt->has_source_theta_idm = _FALSE_; ppt->has_source_theta_dcdm = _FALSE_; ppt->has_source_theta_fld = _FALSE_; ppt->has_source_theta_scf = _FALSE_; - ppt->has_source_phi_prime_smg = _FALSE_; //scalar field ppt->has_source_theta_dr = _FALSE_; ppt->has_source_theta_ur = _FALSE_; + ppt->has_source_theta_idr = _FALSE_; ppt->has_source_theta_ncdm = _FALSE_; + ppt->has_source_theta_tot = _FALSE_; ppt->has_source_phi = _FALSE_; ppt->has_source_phi_prime = _FALSE_; ppt->has_source_phi_plus_psi = _FALSE_; @@ -740,6 +1223,10 @@ int perturb_indices_of_perturbs( ppt->has_source_h_prime = _FALSE_; ppt->has_source_eta = _FALSE_; ppt->has_source_eta_prime = _FALSE_; + ppt->has_source_H_T_Nb_prime = _FALSE_; + ppt->has_source_k2gamma_Nb = _FALSE_; + ppt->has_source_x_smg = _FALSE_; + ppt->has_source_x_prime_smg = _FALSE_; /** - source flags and indices, for sources that all modes have in common (temperature, polarization, ...). For temperature, the @@ -770,12 +1257,12 @@ int perturb_indices_of_perturbs( - /** - define k values with perturb_get_k_list() */ + /** - define k values with perturbations_get_k_list() */ - class_call(perturb_get_k_list(ppr, - pba, - pth, - ppt), + class_call(perturbations_get_k_list(ppr, + pba, + pth, + ppt), ppt->error_message, ppt->error_message); @@ -797,6 +1284,7 @@ int perturb_indices_of_perturbs( if ((ppt->has_pk_matter == _TRUE_) || (ppt->has_nl_corrections_based_on_delta_m)) { ppt->has_lss = _TRUE_; ppt->has_source_delta_m = _TRUE_; + if (pba->has_ncdm == _TRUE_){ ppt->has_source_delta_cb = _TRUE_; } @@ -804,10 +1292,14 @@ int perturb_indices_of_perturbs( if (ppt->has_density_transfers == _TRUE_) { ppt->has_lss = _TRUE_; + ppt->has_source_delta_tot = _TRUE_; + ppt->has_source_delta_m = _TRUE_; ppt->has_source_delta_g = _TRUE_; ppt->has_source_delta_b = _TRUE_; if (pba->has_cdm == _TRUE_) ppt->has_source_delta_cdm = _TRUE_; + if (pba->has_idm == _TRUE_) + ppt->has_source_delta_idm = _TRUE_; if (pba->has_dcdm == _TRUE_) ppt->has_source_delta_dcdm = _TRUE_; if (pba->has_fld == _TRUE_) @@ -816,12 +1308,14 @@ int perturb_indices_of_perturbs( ppt->has_source_delta_scf = _TRUE_; if (pba->has_ur == _TRUE_) ppt->has_source_delta_ur = _TRUE_; - if (pba->has_smg == _TRUE_) - ppt->has_source_phi_smg = _TRUE_; + if (pba->has_idr == _TRUE_) + ppt->has_source_delta_idr = _TRUE_; if (pba->has_dr == _TRUE_) ppt->has_source_delta_dr = _TRUE_; if (pba->has_ncdm == _TRUE_) ppt->has_source_delta_ncdm = _TRUE_; + if(pba->has_smg == _TRUE_) + ppt->has_source_x_smg = _TRUE_; // Thanks to the following lines, (phi,psi) are also stored as sources // (Obtained directly in newtonian gauge, infereed from (h,eta) in synchronous gauge). // If density transfer functions are requested in the (default) CLASS format, @@ -832,24 +1326,29 @@ int perturb_indices_of_perturbs( if (ppt->has_velocity_transfers == _TRUE_) { ppt->has_lss = _TRUE_; + ppt->has_source_theta_tot = _TRUE_; ppt->has_source_theta_g = _TRUE_; ppt->has_source_theta_b = _TRUE_; if ((pba->has_cdm == _TRUE_) && (ppt->gauge != synchronous)) ppt->has_source_theta_cdm = _TRUE_; + if (pba->has_idm == _TRUE_) + ppt->has_source_theta_idm = _TRUE_; if (pba->has_dcdm == _TRUE_) ppt->has_source_theta_dcdm = _TRUE_; if (pba->has_fld == _TRUE_) ppt->has_source_theta_fld = _TRUE_; if (pba->has_scf == _TRUE_) ppt->has_source_theta_scf = _TRUE_; - if (pba->has_smg == _TRUE_) - ppt->has_source_phi_prime_smg = _TRUE_; if (pba->has_ur == _TRUE_) ppt->has_source_theta_ur = _TRUE_; + if (pba->has_idr == _TRUE_) + ppt->has_source_theta_idr = _TRUE_; if (pba->has_dr == _TRUE_) ppt->has_source_theta_dr = _TRUE_; if (pba->has_ncdm == _TRUE_) ppt->has_source_theta_ncdm = _TRUE_; + if(pba->has_smg == _TRUE_) + ppt->has_source_x_prime_smg = _TRUE_; } if (ppt->has_cl_number_count == _TRUE_) { @@ -863,8 +1362,9 @@ int perturb_indices_of_perturbs( /* we may not need theta_cb at all, rsd always defined for the total matter, but at least this is made available */ - ppt->has_source_theta_cb = _TRUE_; + ppt->has_source_theta_cb = _TRUE_; } + if (ppt->has_nc_lens == _TRUE_) { ppt->has_source_phi_plus_psi = _TRUE_; } @@ -876,7 +1376,7 @@ int perturb_indices_of_perturbs( } } - if ( ppt->has_metricpotential_transfers == _TRUE_ ) { + if (ppt->has_metricpotential_transfers == _TRUE_ ) { if (ppt->gauge == newtonian) { ppt->has_source_phi = _TRUE_; ppt->has_source_psi = _TRUE_; @@ -888,6 +1388,18 @@ int perturb_indices_of_perturbs( ppt->has_source_eta = _TRUE_; ppt->has_source_eta_prime = _TRUE_; } + ppt->has_source_H_T_Nb_prime = _TRUE_; + ppt->has_source_k2gamma_Nb = _TRUE_; + } + + if (ppt->has_Nbody_gauge_transfers == _TRUE_){ + if (ppt->gauge == synchronous) { + ppt->has_source_h_prime = _TRUE_; + ppt->has_source_eta_prime = _TRUE_; + } + ppt->has_source_H_T_Nb_prime = _TRUE_; + /** gamma is not neccessary for converting output to Nbody gauge but is included anyway. */ + ppt->has_source_k2gamma_Nb = _TRUE_; } index_type = index_type_common; @@ -895,27 +1407,31 @@ int perturb_indices_of_perturbs( class_define_index(ppt->index_tp_t1, ppt->has_source_t, index_type,1); class_define_index(ppt->index_tp_delta_m, ppt->has_source_delta_m, index_type,1); class_define_index(ppt->index_tp_delta_cb, ppt->has_source_delta_cb, index_type,1); + class_define_index(ppt->index_tp_delta_tot, ppt->has_source_delta_tot, index_type,1); class_define_index(ppt->index_tp_delta_g, ppt->has_source_delta_g, index_type,1); class_define_index(ppt->index_tp_delta_b, ppt->has_source_delta_b, index_type,1); class_define_index(ppt->index_tp_delta_cdm, ppt->has_source_delta_cdm, index_type,1); + class_define_index(ppt->index_tp_delta_idm, ppt->has_source_delta_idm, index_type,1); class_define_index(ppt->index_tp_delta_dcdm, ppt->has_source_delta_dcdm,index_type,1); class_define_index(ppt->index_tp_delta_fld, ppt->has_source_delta_fld, index_type,1); class_define_index(ppt->index_tp_delta_scf, ppt->has_source_delta_scf, index_type,1); - class_define_index(ppt->index_tp_phi_smg, ppt->has_source_phi_smg, index_type,1); - class_define_index(ppt->index_tp_delta_dr, ppt->has_source_delta_dr, index_type,1); + class_define_index(ppt->index_tp_delta_dr, ppt->has_source_delta_dr, index_type,1); class_define_index(ppt->index_tp_delta_ur, ppt->has_source_delta_ur, index_type,1); + class_define_index(ppt->index_tp_delta_idr, ppt->has_source_delta_idr, index_type,1); class_define_index(ppt->index_tp_delta_ncdm1,ppt->has_source_delta_ncdm,index_type,pba->N_ncdm); class_define_index(ppt->index_tp_theta_m, ppt->has_source_theta_m, index_type,1); class_define_index(ppt->index_tp_theta_cb, ppt->has_source_theta_cb, index_type,1); + class_define_index(ppt->index_tp_theta_tot, ppt->has_source_theta_tot, index_type,1); class_define_index(ppt->index_tp_theta_g, ppt->has_source_theta_g, index_type,1); class_define_index(ppt->index_tp_theta_b, ppt->has_source_theta_b, index_type,1); class_define_index(ppt->index_tp_theta_cdm, ppt->has_source_theta_cdm, index_type,1); + class_define_index(ppt->index_tp_theta_idm, ppt->has_source_theta_idm, index_type,1); class_define_index(ppt->index_tp_theta_dcdm, ppt->has_source_theta_dcdm,index_type,1); class_define_index(ppt->index_tp_theta_fld, ppt->has_source_theta_fld, index_type,1); class_define_index(ppt->index_tp_theta_scf, ppt->has_source_theta_scf, index_type,1); - class_define_index(ppt->index_tp_phi_prime_smg, ppt->has_source_phi_prime_smg, index_type,1); class_define_index(ppt->index_tp_theta_dr, ppt->has_source_theta_dr, index_type,1); class_define_index(ppt->index_tp_theta_ur, ppt->has_source_theta_ur, index_type,1); + class_define_index(ppt->index_tp_theta_idr, ppt->has_source_theta_idr, index_type,1); class_define_index(ppt->index_tp_theta_ncdm1,ppt->has_source_theta_ncdm,index_type,pba->N_ncdm); class_define_index(ppt->index_tp_phi, ppt->has_source_phi, index_type,1); class_define_index(ppt->index_tp_phi_prime, ppt->has_source_phi_prime, index_type,1); @@ -925,6 +1441,10 @@ int perturb_indices_of_perturbs( class_define_index(ppt->index_tp_h_prime, ppt->has_source_h_prime, index_type,1); class_define_index(ppt->index_tp_eta, ppt->has_source_eta, index_type,1); class_define_index(ppt->index_tp_eta_prime, ppt->has_source_eta_prime, index_type,1); + class_define_index(ppt->index_tp_H_T_Nb_prime,ppt->has_source_H_T_Nb_prime,index_type,1); + class_define_index(ppt->index_tp_k2gamma_Nb, ppt->has_source_k2gamma_Nb,index_type,1); + if (pba->has_smg == _TRUE_) + perturbations_define_indices_tp_smg(ppt,&index_type); ppt->tp_size[index_md] = index_type; class_test(index_type == 0, @@ -958,9 +1478,9 @@ int perturb_indices_of_perturbs( ppt->tp_size[index_md] = index_type; /* - class_test(index_type == 0, - ppt->error_message, - "inconsistent input: you asked for vectors, so you should have at least one non-zero vector source type (temperature or polarization). Please adjust your input."); + class_test(index_type == 0, + ppt->error_message, + "inconsistent input: you asked for vectors, so you should have at least one non-zero vector source type (temperature or polarization). Please adjust your input."); */ /** - --> initial conditions for vectors*/ @@ -981,9 +1501,9 @@ int perturb_indices_of_perturbs( ppt->tp_size[index_md] = index_type; /* - class_test(index_type == 0, - ppt->error_message, - "inconsistent input: you asked for tensors, so you should have at least one non-zero tensor source type (temperature or polarization). Please adjust your input."); + class_test(index_type == 0, + ppt->error_message, + "inconsistent input: you asked for tensors, so you should have at least one non-zero tensor source type (temperature or polarization). Please adjust your input."); */ /** - --> only one initial condition for tensors*/ @@ -1000,6 +1520,24 @@ int perturb_indices_of_perturbs( ppt->ic_size[index_md] * ppt->tp_size[index_md] * sizeof(double *), ppt->error_message); + class_alloc(ppt->late_sources[index_md], + ppt->ic_size[index_md] * ppt->tp_size[index_md] * sizeof(double *), + ppt->error_message); + + class_alloc(ppt->ddlate_sources[index_md], + ppt->ic_size[index_md] * ppt->tp_size[index_md] * sizeof(double *), + ppt->error_message); + + } + + /* Allocate the titles and data sections for the output file */ + ppt->number_of_scalar_titles=0; + ppt->number_of_vector_titles=0; + ppt->number_of_tensor_titles=0; + for (filenum = 0; filenum<_MAX_NUMBER_OF_K_FILES_; filenum++){ + ppt->scalar_perturbations_data[filenum] = NULL; + ppt->vector_perturbations_data[filenum] = NULL; + ppt->tensor_perturbations_data[filenum] = NULL; } return _SUCCESS_; @@ -1020,12 +1558,12 @@ int perturb_indices_of_perturbs( * @return the error status */ -int perturb_timesampling_for_sources( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt - ) { +int perturbations_timesampling_for_sources( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt + ) { /** Summary: */ @@ -1033,8 +1571,10 @@ int perturb_timesampling_for_sources( int counter; int index_md; - int index_type; + int index_tp; int index_ic; + int index_tau; + int index_ln_tau; int last_index_back; int last_index_thermo; int first_index_back; @@ -1056,9 +1596,15 @@ int perturb_timesampling_for_sources( /** - allocate background/thermodynamics vectors */ - class_alloc(pvecback,pba->bg_size_short*sizeof(double),ppt->error_message); + class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); class_alloc(pvecthermo,pth->th_size*sizeof(double),ppt->error_message); + /** - check validity of age_fraction precision parameter */ + class_test((ppr->perturbations_sampling_boost_above_age_fraction < 0.) || (ppr->perturbations_sampling_boost_above_age_fraction > 1.), + ppt->error_message, + "The precision parameter perturbations_sampling_boost_above_age_fraction should be between 0 and 1, not %e", + ppr->perturbations_sampling_boost_above_age_fraction); + /** - first, just count the number of sampling points in order to allocate the array containing all values */ /** - (a) if CMB requested, first sampling point = when the universe @@ -1079,8 +1625,8 @@ int perturb_timesampling_for_sources( class_call(background_at_tau(pba, tau_lower, - pba->short_info, - pba->inter_normal, + short_info, + inter_normal, &first_index_back, pvecback), pba->error_message, @@ -1089,7 +1635,7 @@ int perturb_timesampling_for_sources( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - pth->inter_normal, + inter_normal, &first_index_thermo, pvecback, pvecthermo), @@ -1109,8 +1655,8 @@ int perturb_timesampling_for_sources( class_call(background_at_tau(pba, tau_upper, - pba->short_info, - pba->inter_normal, + short_info, + inter_normal, &first_index_back, pvecback), pba->error_message, @@ -1119,7 +1665,7 @@ int perturb_timesampling_for_sources( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - pth->inter_normal, + inter_normal, &first_index_thermo, pvecback, pvecthermo), @@ -1139,8 +1685,8 @@ int perturb_timesampling_for_sources( class_call(background_at_tau(pba, tau_mid, - pba->short_info, - pba->inter_normal, + short_info, + inter_normal, &first_index_back, pvecback), pba->error_message, @@ -1149,7 +1695,7 @@ int perturb_timesampling_for_sources( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - pth->inter_normal, + inter_normal, &first_index_thermo, pvecback, pvecthermo), @@ -1175,7 +1721,11 @@ int perturb_timesampling_for_sources( } else { - /* check the time corresponding to the highest redshift requested in output plus one */ + /* check the time corresponding to the highest redshift requested + in output plus 1, tau(z_max_pk+1). This margin of 1 aims at + adding a few sampled values above z_max_pk, to make + interpolations more relia=ble up to z_max_pk, without boundary + effects. */ class_call(background_tau_of_z(pba, ppt->z_max_pk+1, &tau_ini), @@ -1188,8 +1738,8 @@ int perturb_timesampling_for_sources( /* set values of first_index_back/thermo */ class_call(background_at_tau(pba, tau_ini, - pba->short_info, - pba->inter_normal, + short_info, + inter_normal, &first_index_back, pvecback), pba->error_message, @@ -1198,7 +1748,7 @@ int perturb_timesampling_for_sources( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - pth->inter_normal, + inter_normal, &first_index_thermo, pvecback, pvecthermo), @@ -1206,7 +1756,7 @@ int perturb_timesampling_for_sources( ppt->error_message); } - /** - (b) next sampling point = previous + ppr->perturb_sampling_stepsize * timescale_source, where: + /** - (b) next sampling point = previous + ppr->perturbations_sampling_stepsize * timescale_source, where: - --> if CMB requested: timescale_source1 = \f$ |g/\dot{g}| = |\dot{\kappa}-\ddot{\kappa}/\dot{\kappa}|^{-1} \f$; timescale_source2 = \f$ |2\ddot{a}/a-(\dot{a}/a)^2|^{-1/2} \f$ (to sample correctly the late ISW effect; and @@ -1224,8 +1774,8 @@ int perturb_timesampling_for_sources( class_call(background_at_tau(pba, tau, - pba->short_info, - pba->inter_closeby, + short_info, + inter_closeby, &last_index_back, pvecback), pba->error_message, @@ -1234,7 +1784,7 @@ int perturb_timesampling_for_sources( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - pth->inter_closeby, + inter_closeby, &last_index_thermo, pvecback, pvecthermo), @@ -1263,20 +1813,27 @@ int perturb_timesampling_for_sources( } /* check it is non-zero */ - class_test_except(timescale_source == 0., + class_test(timescale_source == 0., ppt->error_message, - free(pvecback);free(pvecthermo), "null evolution rate, integration is diverging"); /* compute inverse rate */ timescale_source = 1./timescale_source; - class_test_except(fabs(ppr->perturb_sampling_stepsize*timescale_source/tau) < ppr->smallest_allowed_variation, + /* added in v3.2.2: age fraction (between 0 and 1 ) such that, + when tau > conformal_age * age_fraction, the time sampling of + sources is twice finer, in order to boost the accuracy of the + lensing line-of-sight integrals without changing that of + unlensed CMB observables */ + if (tau > pba->conformal_age * ppr->perturbations_sampling_boost_above_age_fraction) { + timescale_source /= 2.; + } + + class_test(fabs(ppr->perturbations_sampling_stepsize*timescale_source/tau) < ppr->smallest_allowed_variation, ppt->error_message, - free(pvecback);free(pvecthermo), - "integration step =%e < machine precision : leads either to numerical error or infinite loop",ppr->perturb_sampling_stepsize*timescale_source); + "integration step =%e < machine precision : leads either to numerical error or infinite loop",ppr->perturbations_sampling_stepsize*timescale_source); - tau = tau + ppr->perturb_sampling_stepsize*timescale_source; + tau = tau + ppr->perturbations_sampling_stepsize*timescale_source; counter++; } @@ -1294,7 +1851,7 @@ int perturb_timesampling_for_sources( counter = 0; ppt->tau_sampling[counter]=tau_ini; - /** - --> (b.2.) next sampling point = previous + ppr->perturb_sampling_stepsize * timescale_source, where + /** - --> (b.2.) next sampling point = previous + ppr->perturbations_sampling_stepsize * timescale_source, where timescale_source1 = \f$ |g/\dot{g}| = |\dot{\kappa}-\ddot{\kappa}/\dot{\kappa}|^{-1} \f$; timescale_source2 = \f$ |2\ddot{a}/a-(\dot{a}/a)^2|^{-1/2} \f$ (to sample correctly the late ISW effect; and timescale_source=1/(1/timescale_source1+1/timescale_source2); repeat till today. @@ -1309,8 +1866,8 @@ int perturb_timesampling_for_sources( class_call(background_at_tau(pba, tau, - pba->short_info, - pba->inter_closeby, + short_info, + inter_closeby, &last_index_back, pvecback), pba->error_message, @@ -1319,7 +1876,7 @@ int perturb_timesampling_for_sources( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - pth->inter_closeby, + inter_closeby, &last_index_thermo, pvecback, pvecthermo), @@ -1346,20 +1903,27 @@ int perturb_timesampling_for_sources( } /* check it is non-zero */ - class_test_except(timescale_source == 0., + class_test(timescale_source == 0., ppt->error_message, - free(pvecback);free(pvecthermo), "null evolution rate, integration is diverging"); /* compute inverse rate */ timescale_source = 1./timescale_source; - class_test_except(fabs(ppr->perturb_sampling_stepsize*timescale_source/tau) < ppr->smallest_allowed_variation, + /* added in v3.2.2: age fraction (between 0 and 1 ) such that, + when tau > conformal_age * age_fraction, the time sampling of + sources is twice finer, in order to boost the accuracy of the + lensing line-of-sight integrals without changing that of + unlensed CMB observables */ + if (tau > pba->conformal_age * ppr->perturbations_sampling_boost_above_age_fraction) { + timescale_source /= 2.; + } + + class_test(fabs(ppr->perturbations_sampling_stepsize*timescale_source/tau) < ppr->smallest_allowed_variation, ppt->error_message, - free(pvecback);free(pvecthermo), - "integration step =%e < machine precision : leads either to numerical error or infinite loop",ppr->perturb_sampling_stepsize*timescale_source); + "integration step =%e < machine precision : leads either to numerical error or infinite loop",ppr->perturbations_sampling_stepsize*timescale_source); - tau = tau + ppr->perturb_sampling_stepsize*timescale_source; + tau = tau + ppr->perturbations_sampling_stepsize*timescale_source; counter++; ppt->tau_sampling[counter]=tau; @@ -1371,17 +1935,87 @@ int perturb_timesampling_for_sources( free(pvecback); free(pvecthermo); + /** - check the maximum redshift z_max_pk at which the Fourier + transfer functions \f$ T_i(k,z)\f$ should be computable by + interpolation. If it is equal to zero, only \f$ T_i(k,z=0)\f$ + needs to be computed. If it is higher, we will store a table of + log(tau) in the relevant time range, generously encompassing the + range 0z_max_pk < 0, + ppt->error_message, + "asked for negative redshift z=%e",ppt->z_max_pk); + + /* if z_max_pk=0, there is just one value to store */ + if (ppt->z_max_pk == 0.) { + ppt->ln_tau_size=1; + } + + /* if z_max_pk>0, store several values (with a comfortable margin above z_max_pk) in view of interpolation */ + else{ + /* find the first relevant value of tau (last value in the table tau_sampling before tau(z_max)) and infer the number of values of tau at which P(k) must be stored */ + + class_call(background_tau_of_z(pba,ppt->z_max_pk,&tau_lower), + pba->error_message, + ppt->error_message); + + index_tau=0; + class_test((tau_lower <= ppt->tau_sampling[index_tau]), + ppt->error_message, + "you asked for zmax=%e, i.e. taumin=%e, smaller than or equal to the first possible value =%e; it should be strictly bigger for a successfull interpolation",ppt->z_max_pk,tau_lower,ppt->tau_sampling[0]); + + /* skip all values of tau such that z>z_max_pk */ + while (ppt->tau_sampling[index_tau] < tau_lower){ + index_tau++; + } + index_tau --; + + /* now we are at the largest value of tau such that z>z_max_pk. */ + class_test(index_tau<0, + ppt->error_message, + "by construction, this should never happen, a bug must have been introduced somewhere"); + + /* whenever possible, take a few more values in to avoid boundary effects in the interpolation */ + if (index_tau>0) index_tau--; + if (index_tau>0) index_tau--; + if (index_tau>0) index_tau--; + if (index_tau>0) index_tau--; + ppt->ln_tau_size=ppt->tau_size-index_tau; + + /* allocate and fill array of log(tau). + The arrays tau_sampling[] and ln_tau[] refer + to the same times, but their indices are shifted by + (-ppt->ln_tau_size+ppt->tau_size), such that index_ln_tau=0 + corresponds to index_tau=ppt->tau_size-ppt->ln_tau_size a*/ + class_alloc(ppt->ln_tau,ppt->ln_tau_size * sizeof(double),ppt->error_message); + + for (index_ln_tau=0; index_ln_tauln_tau_size; index_ln_tau++) { + ppt->ln_tau[index_ln_tau]=log(ppt->tau_sampling[index_ln_tau-ppt->ln_tau_size+ppt->tau_size]); + } + } + /** - loop over modes, initial conditions and types. For each of them, allocate array of source functions. */ for (index_md = 0; index_md < ppt->md_size; index_md++) { for (index_ic = 0; index_ic < ppt->ic_size[index_md]; index_ic++) { - for (index_type = 0; index_type < ppt->tp_size[index_md]; index_type++) { + for (index_tp = 0; index_tp < ppt->tp_size[index_md]; index_tp++) { - class_alloc(ppt->sources[index_md][index_ic*ppt->tp_size[index_md]+index_type], + class_alloc(ppt->sources[index_md][index_ic*ppt->tp_size[index_md]+index_tp], ppt->k_size[index_md] * ppt->tau_size * sizeof(double), ppt->error_message); + if (ppt->ln_tau_size > 1) { + /* late_sources is just a pointer to the end of sources (starting from the relevant time index) */ + ppt->late_sources[index_md][index_ic*ppt->tp_size[index_md]+index_tp] = &(ppt->sources[index_md] + [index_ic * ppt->tp_size[index_md] + index_tp] + [(ppt->tau_size-ppt->ln_tau_size) * ppt->k_size[index_md]]); + + class_alloc(ppt->ddlate_sources[index_md][index_ic*ppt->tp_size[index_md]+index_tp], + ppt->k_size[index_md] * ppt->ln_tau_size * sizeof(double), + ppt->error_message); + } } } } @@ -1400,12 +2034,12 @@ int perturb_timesampling_for_sources( * @return the error status */ -int perturb_get_k_list( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt - ) { +int perturbations_get_k_list( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt + ) { int index_k, index_k_output, index_mode; double k,k_min=0.,k_rec,step,tau1; double * k_max_cmb; @@ -1523,7 +2157,10 @@ int perturb_get_k_list( k_max = MAX(k_max,ppt->k_max_for_pk); if (ppt->has_nl_corrections_based_on_delta_m == _TRUE_) - k_max = MAX(k_max,ppr->halofit_min_k_max); + k_max = MAX(k_max,ppr->nonlinear_min_k_max); + + if ((ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->want_lcmb_full_limber == _TRUE_)) + k_max = MAX(k_max, ppr->k_max_limber_over_l_max_scalars * ppt->l_scalar_max); /** - --> test that result for k_min, k_max make sense */ @@ -1550,10 +2187,20 @@ int perturb_get_k_list( K=0, K<0, K>0 */ /* allocate array with, for the moment, the largest possible size */ - class_alloc(ppt->k[ppt->index_md_scalars], - ((int)((k_max_cmb[ppt->index_md_scalars]-k_min)/k_rec/MIN(ppr->k_step_super,ppr->k_step_sub))+ - (int)(MAX(ppr->k_per_decade_for_pk,ppr->k_per_decade_for_bao)*log(k_max/k_min)/log(10.))+3) - *sizeof(double),ppt->error_message); + + /* the following is a boost on k_per_decade_for_pk for the interacting idm-idr cases (relevant for large k and a_idm_dr) */ + if ((pth->has_idm_dr==_TRUE_)&&(pth->n_index_idm_dr>=2)){ + class_alloc(ppt->k[ppt->index_md_scalars], + ((int)((k_max_cmb[ppt->index_md_scalars]-k_min)/k_rec/MIN(ppr->k_step_super,ppr->k_step_sub))+ + (int)(MAX(ppr->k_per_decade_for_pk*ppr->idmdr_boost_k_per_decade_for_pk*pth->n_index_idm_dr,ppr->k_per_decade_for_bao)*log(k_max/k_min)/log(10.))+3) + *sizeof(double),ppt->error_message); + } + else { + class_alloc(ppt->k[ppt->index_md_scalars], + ((int)((k_max_cmb[ppt->index_md_scalars]-k_min)/k_rec/MIN(ppr->k_step_super,ppr->k_step_sub))+ + (int)(MAX(ppr->k_per_decade_for_pk,ppr->k_per_decade_for_bao)*log(k_max/k_min)/log(10.))+3) + *sizeof(double),ppt->error_message); + } /* first value */ @@ -1586,7 +2233,7 @@ int perturb_get_k_list( stepsize is still fixed by k_step_super, this is just a reduction factor. */ - scale2 = pow(pba->a_today*pba->H0,2)+fabs(pba->K); + scale2 = pow(pba->H0,2)+fabs(pba->K); step *= (k*k/scale2+1.)/(k*k/scale2+1./ppr->k_step_super_reduction); @@ -1622,22 +2269,33 @@ int perturb_get_k_list( ppt->k_size_cl[ppt->index_md_scalars] = index_k; - /* values until k_max */ + /* values until k_max; find ppt->k_size_pk along the way */ - while (k < k_max) { + ppt->k_size_pk = 0; - k *= pow(10.,1./(ppr->k_per_decade_for_pk - +(ppr->k_per_decade_for_bao-ppr->k_per_decade_for_pk) - *(1.-tanh(pow((log(k)-log(ppr->k_bao_center*k_rec))/log(ppr->k_bao_width),4))))); + while (k < k_max) { + if ((pth->has_idm_dr==_TRUE_)&&(pth->n_index_idm_dr>=2)){ + k *= pow(10.,1./(ppr->k_per_decade_for_pk*ppr->idmdr_boost_k_per_decade_for_pk*pth->n_index_idm_dr + +(ppr->k_per_decade_for_bao-ppr->k_per_decade_for_pk*ppr->idmdr_boost_k_per_decade_for_pk*pth->n_index_idm_dr) + *(1.-tanh(pow((log(k)-log(ppr->k_bao_center*k_rec))/log(ppr->k_bao_width),4))))); + } + else { + k *= pow(10.,1./(ppr->k_per_decade_for_pk + +(ppr->k_per_decade_for_bao-ppr->k_per_decade_for_pk) + *(1.-tanh(pow((log(k)-log(ppr->k_bao_center*k_rec))/log(ppr->k_bao_width),4))))); + } ppt->k[ppt->index_md_scalars][index_k] = k; + index_k++; + + if ((ppt->k_size_pk == 0) && (k>ppt->k_max_for_pk)) + ppt->k_size_pk = index_k; } ppt->k_size[ppt->index_md_scalars] = index_k; class_realloc(ppt->k[ppt->index_md_scalars], - ppt->k[ppt->index_md_scalars], ppt->k_size[ppt->index_md_scalars]*sizeof(double), ppt->error_message); } @@ -1746,7 +2404,7 @@ int perturb_get_k_list( stepsize is still fixed by k_step_super, this is just a reduction factor. */ - scale2 = pow(pba->a_today*pba->H0,2)+fabs(pba->K); + scale2 = pow(pba->H0,2)+fabs(pba->K); step *= (k*k/scale2+1.)/(k*k/scale2+1./ppr->k_step_super_reduction); @@ -1771,7 +2429,6 @@ int perturb_get_k_list( ppt->k_size[ppt->index_md_vectors] = index_k; class_realloc(ppt->k[ppt->index_md_vectors], - ppt->k[ppt->index_md_vectors], ppt->k_size[ppt->index_md_vectors]*sizeof(double), ppt->error_message); } @@ -1880,7 +2537,7 @@ int perturb_get_k_list( stepsize is still fixed by k_step_super, this is just a reduction factor. */ - scale2 = pow(pba->a_today*pba->H0,2)+fabs(pba->K); + scale2 = pow(pba->H0,2)+fabs(pba->K); step *= (k*k/scale2+1.)/(k*k/scale2+1./ppr->k_step_super_reduction); @@ -1905,13 +2562,16 @@ int perturb_get_k_list( ppt->k_size[ppt->index_md_tensors] = index_k; class_realloc(ppt->k[ppt->index_md_tensors], - ppt->k[ppt->index_md_tensors], ppt->k_size[ppt->index_md_tensors]*sizeof(double), ppt->error_message); } + /* Set default of the array (do NOT remove) */ + //ppt->index_k_output_values = NULL; + /** - If user asked for k_output_values, add those to all k lists: */ - if (ppt->k_output_values_num>0){ + if (ppt->k_output_values_num > 0) { + /* Allocate storage */ class_alloc(ppt->index_k_output_values,sizeof(double)*ppt->md_size*ppt->k_output_values_num,ppt->error_message); @@ -1971,13 +2631,13 @@ int perturb_get_k_list( /* For testing, can be useful to print the k list in a file: - FILE * out=fopen("output/k","w"); + FILE * out=fopen("output/k","w"); - for (index_k=0; index_k < ppt->k_size[0]; index_k++) { + for (index_k=0; index_k < ppt->k_size[0]; index_k++) { - fprintf(out,"%e\n",ppt->k[0][index_k],pba->K); + fprintf(out,"%e\n",ppt->k[0][index_k],pba->K); - } + } fclose(out); */ @@ -2006,10 +2666,10 @@ int perturb_get_k_list( } /** - * Initialize a perturb_workspace structure. All fields are allocated - * here, with the exception of the perturb_vector '-->pv' field, which - * is allocated separately in perturb_vector_init. We allocate one - * such perturb_workspace structure per thread and per mode + * Initialize a perturbations_workspace structure. All fields are allocated + * here, with the exception of the perturbations_vector '-->pv' field, which + * is allocated separately in perturbations_vector_init. We allocate one + * such perturbations_workspace structure per thread and per mode * (scalar/../tensor). Then, for each thread, all initial conditions * and wavenumbers will use the same workspace. * @@ -2018,18 +2678,18 @@ int perturb_get_k_list( * @param pth Input: pointer to the thermodynamics structure * @param ppt Input: pointer to the perturbation structure * @param index_md Input: index of mode under consideration (scalar/.../tensor) - * @param ppw Input/Output: pointer to perturb_workspace structure which fields are allocated or filled here + * @param ppw Input/Output: pointer to perturbations_workspace structure which fields are allocated or filled here * @return the error status */ -int perturb_workspace_init( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - struct perturb_workspace * ppw - ) { +int perturbations_workspace_init( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + struct perturbations_workspace * ppw + ) { /** Summary: */ @@ -2043,6 +2703,7 @@ int perturb_workspace_init( if (_scalars_) { ppw->max_l_max = MAX(ppr->l_max_g, ppr->l_max_pol_g); if (pba->has_ur == _TRUE_) ppw->max_l_max = MAX(ppw->max_l_max, ppr->l_max_ur); + if ((pba->has_idr == _TRUE_) && (ppt->idr_nature == idr_free_streaming)) ppw->max_l_max = MAX(ppw->max_l_max, ppr->l_max_idr); if (pba->has_ncdm == _TRUE_) ppw->max_l_max = MAX(ppw->max_l_max, ppr->l_max_ncdm); if (pba->has_dr == _TRUE_) ppw->max_l_max = MAX(ppw->max_l_max, ppr->l_max_dr); } @@ -2064,7 +2725,7 @@ int perturb_workspace_init( vector of metric perturbations is the same whatever the approximation scheme, unlike the vector of quantities to be integrated, which is allocated separately in - perturb_vector_init) */ + perturbations_vector_init) */ if (_scalars_) { @@ -2082,13 +2743,14 @@ int perturb_workspace_init( if (ppt->gauge == synchronous) { class_define_index(ppw->index_mt_h_prime,_TRUE_,index_mt,1); /* h' */ class_define_index(ppw->index_mt_h_prime_prime,_TRUE_,index_mt,1); /* h'' */ + class_define_index(ppw->index_mt_eta,_TRUE_,index_mt,1); /* eta */ class_define_index(ppw->index_mt_eta_prime,_TRUE_,index_mt,1); /* eta' */ class_define_index(ppw->index_mt_alpha,_TRUE_,index_mt,1); /* alpha = (h' + 6 tau') / (2 k**2) */ class_define_index(ppw->index_mt_alpha_prime,_TRUE_,index_mt,1); /* alpha' */ - class_define_index(ppw->index_mt_vx_smg,pba->has_smg,index_mt,1); /* vx_smg (can be dynamical or not) */ - class_define_index(ppw->index_mt_vx_prime_smg,pba->has_smg,index_mt,1); /* vx_smg' (can be dynamical or not) */ - class_define_index(ppw->index_mt_vx_prime_prime_smg,pba->has_smg,index_mt,1); /* vx_smg'' (passed to integrator) */ - class_define_index(ppw->index_mt_rsa_p_smg,pba->has_smg,index_mt,1); /**< correction to the evolution of ur and g species in radiation streaming approximation due to non-negligible pressure at late-times*/ + class_define_index(ppw->index_mt_einstein00,_TRUE_,index_mt,1); // not only _smg + if (pba->has_smg == _TRUE_) + perturbations_define_indices_mt_smg(ppw, &index_mt); + } } @@ -2121,7 +2783,7 @@ int perturb_workspace_init( values of background, thermodynamics, metric and source quantities at a given time */ - class_alloc(ppw->pvecback,pba->bg_size_normal*sizeof(double),ppt->error_message); + class_alloc(ppw->pvecback,pba->bg_size*sizeof(double),ppt->error_message); class_alloc(ppw->pvecthermo,pth->th_size*sizeof(double),ppt->error_message); class_alloc(ppw->pvecmetric,ppw->mt_size*sizeof(double),ppt->error_message); @@ -2135,10 +2797,12 @@ int perturb_workspace_init( class_define_index(ppw->index_ap_ufa,pba->has_ur,index_ap,1); class_define_index(ppw->index_ap_ncdmfa,pba->has_ncdm,index_ap,1); + class_define_index(ppw->index_ap_tca_idm_dr,pba->has_idr,index_ap,1); + class_define_index(ppw->index_ap_rsa_idr,pba->has_idr,index_ap,1); + if (pba->has_smg == _TRUE_) + perturbations_define_indices_ap_smg(ppw, &index_ap); - class_define_index(ppw->index_ap_qs_smg,pba->has_smg,index_ap,1); - -} + } ppw->ap_size=index_ap; @@ -2153,13 +2817,21 @@ int perturb_workspace_init( ppw->approx[ppw->index_ap_tca]=(int)tca_on; ppw->approx[ppw->index_ap_rsa]=(int)rsa_off; + + if (pba->has_idr == _TRUE_) + ppw->approx[ppw->index_ap_rsa_idr]=(int)rsa_idr_off; + if (pba->has_idr == _TRUE_) + ppw->approx[ppw->index_ap_tca_idm_dr]=(int)tca_idm_dr_off; + if (pth->has_idm_dr == _TRUE_) + ppw->approx[ppw->index_ap_tca_idm_dr]=(int)tca_idm_dr_on; + if (pba->has_ur == _TRUE_) { ppw->approx[ppw->index_ap_ufa]=(int)ufa_off; } if (pba->has_ncdm == _TRUE_) { ppw->approx[ppw->index_ap_ncdmfa]=(int)ncdmfa_off; } - if (pba->has_smg == _TRUE_) { + if(pba->has_smg == _TRUE_) { ppw->approx[ppw->index_ap_qs_smg]=(int)qs_smg_fd_0; } } @@ -2188,21 +2860,21 @@ int perturb_workspace_init( } /** - * Free the perturb_workspace structure (with the exception of the - * perturb_vector '-->pv' field, which is freed separately in - * perturb_vector_free). + * Free the perturbations_workspace structure (with the exception of the + * perturbations_vector '-->pv' field, which is freed separately in + * perturbations_vector_free). * * @param ppt Input: pointer to the perturbation structure * @param index_md Input: index of mode under consideration (scalar/.../tensor) - * @param ppw Input: pointer to perturb_workspace structure to be freed + * @param ppw Input: pointer to perturbations_workspace structure to be freed * @return the error status */ -int perturb_workspace_free ( - struct perturbs * ppt, - int index_md, - struct perturb_workspace * ppw - ) { +int perturbations_workspace_free ( + struct perturbations * ppt, + int index_md, + struct perturbations_workspace * ppw + ) { free(ppw->s_l); free(ppw->pvecback); @@ -2220,8 +2892,6 @@ int perturb_workspace_free ( } } - free(ppw); - return _SUCCESS_; } @@ -2233,10 +2903,10 @@ int perturb_workspace_free ( * For a given mode, initial condition and wavenumber, this function * finds the time ranges over which the perturbations can be described * within a given approximation. For each such range, it initializes - * (or redistributes) perturbations using perturb_vector_init(), and + * (or redistributes) perturbations using perturbations_vector_init(), and * integrates over time. Whenever a "source sampling time" is passed, * the source terms are computed and stored in the source table using - * perturb_sources(). + * perturbations_sources(). * * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure @@ -2245,27 +2915,27 @@ int perturb_workspace_free ( * @param index_md Input: index of mode under consideration (scalar/.../tensor) * @param index_ic Input: index of initial condition under consideration (ad, iso...) * @param index_k Input: index of wavenumber - * @param ppw Input: pointer to perturb_workspace structure containing index values and workspaces + * @param ppw Input: pointer to perturbations_workspace structure containing index values and workspaces * @return the error status */ -int perturb_solve( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - int index_ic, - int index_k, - struct perturb_workspace * ppw - ) { +int perturbations_solve( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + int index_ic, + int index_k, + struct perturbations_workspace * ppw + ) { /** Summary: */ /** - define local variables */ - /* contains all fixed parameters, indices and workspaces used by the perturb_derivs function */ - struct perturb_parameters_and_workspace ppaw; + /* contains all fixed parameters, indices and workspaces used by the perturbations_derivs function */ + struct perturbations_parameters_and_workspace ppaw; /* conformal time */ double tau,tau_lower,tau_upper,tau_mid; @@ -2280,7 +2950,7 @@ int perturb_solve( int tau_actual_size; /* running index over types (temperature, etc) */ - int index_type; + int index_tp; /* Fourier mode */ double k; @@ -2308,24 +2978,20 @@ int perturb_solve( int n_ncdm,is_early_enough; - /* array that contains the quasi-static approximation scheme */ - double * tau_scheme_qs_smg; - /* function pointer to ODE evolver and names of possible evolvers */ - extern int evolver_rk(); - extern int evolver_ndf15(); - int (*generic_evolver)(); + + auto generic_evolver = &(evolver_ndf15); /* Related to the perturbation output */ - int (*perhaps_print_variables)(); + int (*perhaps_print_variables)(double, double*, double*, void*, char*); int index_ikout; /** - initialize indices relevant for back/thermo tables search */ ppw->last_index_back=0; ppw->last_index_thermo=0; - ppw->inter_mode = pba->inter_normal; + ppw->inter_mode = inter_normal; /** - get wavenumber value */ k = ppt->k[index_md][index_k]; @@ -2354,8 +3020,8 @@ int perturb_solve( class_call(background_at_tau(pba, tau_lower, - pba->normal_info, - pba->inter_normal, + normal_info, + inter_normal, &(ppw->last_index_back), ppw->pvecback), pba->error_message, @@ -2364,7 +3030,7 @@ int perturb_solve( class_call(thermodynamics_at_z(pba, pth, 1./ppw->pvecback[pba->index_bg_a]-1., - pth->inter_normal, + inter_normal, &(ppw->last_index_thermo), ppw->pvecback, ppw->pvecthermo), @@ -2412,8 +3078,8 @@ int perturb_solve( class_call(background_at_tau(pba, tau_mid, - pba->normal_info, - pba->inter_normal, + normal_info, + inter_normal, &(ppw->last_index_back), ppw->pvecback), pba->error_message, @@ -2433,7 +3099,7 @@ int perturb_solve( class_call(thermodynamics_at_z(pba, pth, 1./ppw->pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - pth->inter_normal, + inter_normal, &(ppw->last_index_thermo), ppw->pvecback, ppw->pvecthermo), @@ -2461,69 +3127,36 @@ int perturb_solve( tau = tau_mid; - /* A second loop starts here to anticipate the initial time if the qs_smg - state is different from ppt->initial_approx_qs_smg. */ if (pba->has_smg == _TRUE_) { - if (ppt->method_qs_smg == automatic) { - tau_upper = tau; - tau_lower = pba->tau_table[0]; - is_early_enough = _FALSE_; - while (((tau_upper - tau_lower)/tau_lower > ppr->tol_tau_approx) && is_early_enough == _FALSE_) { - int approx; - perturb_test_at_k_qs_smg(ppr, - pba, - ppt, - k, - tau_upper, - &approx); - if (approx == ppt->initial_approx_qs_smg) { - is_early_enough = _TRUE_; - } - else { - tau_upper = 0.5*(tau_lower + tau_upper); - } - } - tau = tau_upper; - } + class_call(perturbations_get_approximation_qs_smg(ppr, + pba, + ppt, + ppw, + k, + &tau, + ppt->tau_sampling[tau_actual_size-1]), + ppt->error_message, + ppt->error_message + ); } - /** - find the intervals over which the approximation scheme for qs_smg is constant */ - - int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; - class_alloc(tau_scheme_qs_smg,sizeof(qs_array_smg)/sizeof(int)*sizeof(double),ppt->error_message); - - if (pba->has_smg == _TRUE_) { - if ((ppt->method_qs_smg == automatic) || (ppt->method_qs_smg == fully_dynamic_debug) || (ppt->method_qs_smg == quasi_static_debug)) { - class_call(perturb_find_scheme_qs_smg(ppr, - pba, - ppt, - k, - tau, - ppt->tau_sampling[tau_actual_size-1], - tau_scheme_qs_smg), - ppt->error_message, - ppt->error_message); - } - } - - /** - find the number of intervals over which approximation scheme is constant */ + /** - find the number of intervals over which approximation scheme is constant */ class_alloc(interval_number_of,ppw->ap_size*sizeof(int),ppt->error_message); - ppw->inter_mode = pba->inter_normal; - - class_call(perturb_find_approximation_number(ppr, - pba, - pth, - ppt, - index_md, - k, - ppw, - tau, - ppt->tau_sampling[tau_actual_size-1], - &interval_number, - interval_number_of, - tau_scheme_qs_smg), + ppw->inter_mode = inter_normal; + + class_call(perturbations_find_approximation_number(ppr, + pba, + pth, + ppt, + index_md, + k, + ppw, + tau, + ppt->tau_sampling[tau_actual_size-1], + &interval_number, + interval_number_of), ppt->error_message, ppt->error_message); @@ -2534,29 +3167,29 @@ int perturb_solve( for (index_interval=0; index_intervalap_size*sizeof(int),ppt->error_message); - class_call(perturb_find_approximation_switches(ppr, - pba, - pth, - ppt, - index_md, - k, - ppw, - tau, - ppt->tau_sampling[tau_actual_size-1], - ppr->tol_tau_approx, - interval_number, - interval_number_of, - interval_limit, - interval_approx, - tau_scheme_qs_smg), + class_call(perturbations_find_approximation_switches(ppr, + pba, + pth, + ppt, + index_md, + k, + ppw, + tau, + ppt->tau_sampling[tau_actual_size-1], + ppr->tol_tau_approx, + interval_number, + interval_number_of, + interval_limit, + interval_approx), ppt->error_message, ppt->error_message); free(interval_number_of); - free(tau_scheme_qs_smg); + if(pba->has_smg == _TRUE_) + free(ppw->tau_scheme_qs_smg); /** - fill the structure containing all fixed parameters, indices - and workspaces needed by perturb_derivs */ + and workspaces needed by perturbations_derivs */ ppaw.ppr = ppr; ppaw.pba = pba; @@ -2567,7 +3200,7 @@ int perturb_solve( ppaw.index_k = index_k; ppaw.k = k; ppaw.ppw = ppw; - ppaw.ppw->inter_mode = pba->inter_closeby; + ppaw.ppw->inter_mode = inter_closeby; ppaw.ppw->last_index_back = 0; ppaw.ppw->last_index_thermo = 0; @@ -2578,12 +3211,7 @@ int perturb_solve( for (index_ikout=0; index_ikoutk_output_values_num; index_ikout++){ if (ppt->index_k_output_values[index_md*ppt->k_output_values_num+index_ikout] == index_k){ ppw->index_ikout = index_ikout; - perhaps_print_variables = perturb_print_variables; - /* class_call(perturb_prepare_output_file( - pba,ppt,ppw,index_ikout,index_md), - ppt->error_message, - ppt->error_message); - */ + perhaps_print_variables = perturbations_print_variables; } } @@ -2599,7 +3227,7 @@ int perturb_solve( /** - --> (b) get the previous approximation scheme. If the current interval starts from the initial time tau_ini, the previous approximation is set to be a NULL pointer, so that the - function perturb_vector_init() knows that perturbations must + function perturbations_vector_init() knows that perturbations must be initialized */ if (index_interval==0) { @@ -2616,74 +3244,79 @@ int perturb_solve( redistribute correctly the perturbations from the previous to the new vector of perturbations. */ - class_call_except(perturb_vector_init(ppr, - pba, - pth, - ppt, - index_md, - index_ic, - k, - interval_limit[index_interval], - ppw, - previous_approx), - ppt->error_message, - ppt->error_message, - for (index_interval=0; index_intervalpv)); + class_call_except(perturbations_vector_init(ppr, + pba, + pth, + ppt, + index_md, + index_ic, + k, + interval_limit[index_interval], + ppw, + previous_approx), + ppt->error_message, + ppt->error_message, + for (index_interval=0; index_interval (d) integrate the perturbations over the current interval. */ - if(ppr->evolver == rk){ + if (ppr->evolver == rk){ generic_evolver = evolver_rk; } - else{ + else { generic_evolver = evolver_ndf15; } - class_call_except(generic_evolver(perturb_derivs, - interval_limit[index_interval], - interval_limit[index_interval+1], - ppw->pv->y, - ppw->pv->used_in_sources, - ppw->pv->pt_size, - &ppaw, - ppr->tol_perturb_integration, - ppr->smallest_allowed_variation, - perturb_timescale, - ppr->perturb_integration_stepsize, - ppt->tau_sampling, - tau_actual_size, - perturb_sources, - perhaps_print_variables, - ppt->error_message), - ppt->error_message, - ppt->error_message, - for (index_interval=0; index_intervalpv)); + class_call_except(generic_evolver(perturbations_derivs, + interval_limit[index_interval], + interval_limit[index_interval+1], + ppw->pv->y, + ppw->pv->used_in_sources, + ppw->pv->pt_size, + &ppaw, + ppr->tol_perturbations_integration, + ppr->smallest_allowed_variation, + perturbations_timescale, + ppr->perturbations_integration_stepsize, + ppt->tau_sampling, + tau_actual_size, + perturbations_sources, + perhaps_print_variables, + ppt->error_message), + ppt->error_message, + ppt->error_message, + perturbations_vector_free(ppw->pv); + for (index_interval=0; index_intervalperturb_output_file); + // fclose(ppw->perturbations_output_file); /** - fill the source terms array with zeros for all times between the last integrated time tau_max and tau_today. */ for (index_tau = tau_actual_size; index_tau < ppt->tau_size; index_tau++) { - for (index_type = 0; index_type < ppt->tp_size[index_md]; index_type++) { + for (index_tp = 0; index_tp < ppt->tp_size[index_md]; index_tp++) { ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + index_type] + [index_ic * ppt->tp_size[index_md] + index_tp] [index_tau * ppt->k_size[index_md] + index_k] = 0.; } } /** - free quantities allocated at the beginning of the routine */ - class_call(perturb_vector_free(ppw->pv), + class_call(perturbations_vector_free(ppw->pv), ppt->error_message, ppt->error_message); @@ -2697,9 +3330,19 @@ int perturb_solve( return _SUCCESS_; } -int perturb_prepare_output(struct background * pba, - struct perturbs * ppt){ +/** + * Fill array of strings with the name of the 'k_output_values' + * functions (transfer functions as a function of time, for fixed + * values of k). + * + * @param pba Input: pointer to the background structure + * @param ppt Input/Output: pointer to the perturbation structure + * @return the error status + */ +int perturbations_prepare_k_output(struct background * pba, + struct perturbations * ppt + ){ int n_ncdm; char tmp[40]; @@ -2725,7 +3368,6 @@ int perturb_prepare_output(struct background * pba, class_store_columntitle(ppt->scalar_titles,"theta_b",_TRUE_); class_store_columntitle(ppt->scalar_titles,"psi",_TRUE_); class_store_columntitle(ppt->scalar_titles,"phi",_TRUE_); - /* Perturbed recombination */ class_store_columntitle(ppt->scalar_titles,"delta_Tb",ppt->has_perturbed_recombination); class_store_columntitle(ppt->scalar_titles,"delta_chi",ppt->has_perturbed_recombination); @@ -2733,19 +3375,27 @@ int perturb_prepare_output(struct background * pba, class_store_columntitle(ppt->scalar_titles,"delta_ur",pba->has_ur); class_store_columntitle(ppt->scalar_titles,"theta_ur",pba->has_ur); class_store_columntitle(ppt->scalar_titles,"shear_ur",pba->has_ur); + /* Interacting dark radiation */ + class_store_columntitle(ppt->scalar_titles,"delta_idr",pba->has_idr); + class_store_columntitle(ppt->scalar_titles,"theta_idr",pba->has_idr); + if ((pba->has_idr == _TRUE_)&&(ppt->idr_nature == idr_free_streaming)) + class_store_columntitle(ppt->scalar_titles,"shear_idr",_TRUE_); /* Cold dark matter */ class_store_columntitle(ppt->scalar_titles,"delta_cdm",pba->has_cdm); class_store_columntitle(ppt->scalar_titles,"theta_cdm",pba->has_cdm); + /* Interacting dark matter */ + class_store_columntitle(ppt->scalar_titles,"delta_idm",pba->has_idm); + class_store_columntitle(ppt->scalar_titles,"theta_idm",pba->has_idm); /* Non-cold dark matter */ if ((pba->has_ncdm == _TRUE_) && ((ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_) || (ppt->has_source_delta_m == _TRUE_))) { - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ - sprintf(tmp,"delta_ncdm[%d]",n_ncdm); + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + class_sprintf(tmp,"delta_ncdm[%d]",n_ncdm); class_store_columntitle(ppt->scalar_titles,tmp,_TRUE_); - sprintf(tmp,"theta_ncdm[%d]",n_ncdm); + class_sprintf(tmp,"theta_ncdm[%d]",n_ncdm); class_store_columntitle(ppt->scalar_titles,tmp,_TRUE_); - sprintf(tmp,"shear_ncdm[%d]",n_ncdm); + class_sprintf(tmp,"shear_ncdm[%d]",n_ncdm); class_store_columntitle(ppt->scalar_titles,tmp,_TRUE_); - sprintf(tmp,"cs2_ncdm[%d]",n_ncdm); + class_sprintf(tmp,"cs2_ncdm[%d]",n_ncdm); class_store_columntitle(ppt->scalar_titles,tmp,_TRUE_); } } @@ -2759,12 +3409,25 @@ int perturb_prepare_output(struct background * pba, /* Scalar field scf */ class_store_columntitle(ppt->scalar_titles, "delta_scf", pba->has_scf); class_store_columntitle(ppt->scalar_titles, "theta_scf", pba->has_scf); - /* Scalar field smg */ - class_store_columntitle(ppt->scalar_titles, "V_x_smg", pba->has_smg); - class_store_columntitle(ppt->scalar_titles, "V_x_prime_smg", pba->has_smg); - - class_store_columntitle(ppt->scalar_titles,"h_prime",pba->has_smg); - class_store_columntitle(ppt->scalar_titles,"eta",pba->has_smg); + /** Fluid */ + class_store_columntitle(ppt->scalar_titles, "delta_rho_fld", pba->has_fld); + class_store_columntitle(ppt->scalar_titles, "rho_plus_p_theta_fld", pba->has_fld); + class_store_columntitle(ppt->scalar_titles, "delta_p_fld", pba->has_fld); + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_prepare_k_output_smg(ppt), + ppt->error_message, + ppt->error_message + ); + } + /* Metric perturbations */ + class_store_columntitle(ppt->scalar_titles,"h_prime",ppt->gauge == synchronous); + class_store_columntitle(ppt->scalar_titles,"h_prime_prime",ppt->gauge == synchronous); + class_store_columntitle(ppt->scalar_titles,"eta",ppt->gauge == synchronous); + class_store_columntitle(ppt->scalar_titles,"eta_prime",ppt->gauge == synchronous); + class_store_columntitle(ppt->scalar_titles,"alpha",ppt->gauge == synchronous); + class_store_columntitle(ppt->scalar_titles,"alpha_prime",ppt->gauge == synchronous); + class_store_columntitle(ppt->scalar_titles,"einstein00",ppt->gauge == synchronous); // not only _smg ppt->number_of_scalar_titles = get_number_of_titles(ppt->scalar_titles); @@ -2788,12 +3451,12 @@ int perturb_prepare_output(struct background * pba, class_store_columntitle(ppt->tensor_titles,"l4_ur",ppt->evolve_tensor_ur); if (ppt->evolve_tensor_ncdm == _TRUE_) { - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ - sprintf(tmp,"delta_ncdm[%d]",n_ncdm); + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + class_sprintf(tmp,"delta_ncdm[%d]",n_ncdm); class_store_columntitle(ppt->tensor_titles,tmp,_TRUE_); - sprintf(tmp,"theta_ncdm[%d]",n_ncdm); + class_sprintf(tmp,"theta_ncdm[%d]",n_ncdm); class_store_columntitle(ppt->tensor_titles,tmp,_TRUE_); - sprintf(tmp,"shear_ncdm[%d]",n_ncdm); + class_sprintf(tmp,"shear_ncdm[%d]",n_ncdm); class_store_columntitle(ppt->tensor_titles,tmp,_TRUE_); } } @@ -2808,7 +3471,6 @@ int perturb_prepare_output(struct background * pba, } - /** * For a given mode and wavenumber, find the number of intervals of * time between tau_ini and tau_end such that the approximation @@ -2820,7 +3482,7 @@ int perturb_prepare_output(struct background * pba, * @param ppt Input: pointer to the perturbation structure * @param index_md Input: index of mode under consideration (scalar/.../tensor) * @param k Input: index of wavenumber - * @param ppw Input: pointer to perturb_workspace structure containing index values and workspaces + * @param ppw Input: pointer to perturbations_workspace structure containing index values and workspaces * @param tau_ini Input: initial time of the perturbation integration * @param tau_end Input: final time of the perturbation integration * @param interval_number Output: total number of intervals @@ -2828,20 +3490,19 @@ int perturb_prepare_output(struct background * pba, * @return the error status */ -int perturb_find_approximation_number( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - struct perturb_workspace * ppw, - double tau_ini, - double tau_end, - int * interval_number, - int * interval_number_of, /* interval_number_of[index_ap] (already allocated) */ - double * tau_scheme_qs_smg - ){ +int perturbations_find_approximation_number( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + struct perturbations_workspace * ppw, + double tau_ini, + double tau_end, + int * interval_number, + int * interval_number_of /* interval_number_of[index_ap] (already allocated) */ + ){ /** Summary: */ /* index running over approximations */ @@ -2858,29 +3519,27 @@ int perturb_find_approximation_number( for (index_ap=0; index_apap_size; index_ap++) { - class_call(perturb_approximations(ppr, - pba, - pth, - ppt, - index_md, - k, - tau_ini, - ppw, - tau_scheme_qs_smg), + class_call(perturbations_approximations(ppr, + pba, + pth, + ppt, + index_md, + k, + tau_ini, + ppw), ppt->error_message, ppt->error_message); flag_ini = ppw->approx[index_ap]; - class_call(perturb_approximations(ppr, - pba, - pth, - ppt, - index_md, - k, - tau_end, - ppw, - tau_scheme_qs_smg), + class_call(perturbations_approximations(ppr, + pba, + pth, + ppt, + index_md, + k, + tau_end, + ppw), ppt->error_message, ppt->error_message); @@ -2909,7 +3568,7 @@ int perturb_find_approximation_number( * @param ppt Input: pointer to the perturbation structure * @param index_md Input: index of mode under consideration (scalar/.../tensor) * @param k Input: index of wavenumber - * @param ppw Input: pointer to perturb_workspace structure containing index values and workspaces + * @param ppw Input: pointer to perturbations_workspace structure containing index values and workspaces * @param tau_ini Input: initial time of the perturbation integration * @param tau_end Input: final time of the perturbation integration * @param precision Input: tolerance on output values @@ -2920,23 +3579,22 @@ int perturb_find_approximation_number( * @return the error status */ -int perturb_find_approximation_switches( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - struct perturb_workspace * ppw, - double tau_ini, - double tau_end, - double precision, - int interval_number, - int * interval_number_of, - double * interval_limit, /* interval_limit[index_interval] (already allocated) */ - int ** interval_approx, /* interval_approx[index_interval][index_ap] (already allocated) */ - double * tau_scheme_qs_smg - ){ +int perturbations_find_approximation_switches( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + struct perturbations_workspace * ppw, + double tau_ini, + double tau_end, + double precision, + int interval_number, + int * interval_number_of, + double * interval_limit, /* interval_limit[index_interval] (already allocated) */ + int ** interval_approx /* interval_approx[index_interval][index_ap] (already allocated) */ + ){ /** Summary: */ @@ -2950,21 +3608,19 @@ int perturb_find_approximation_switches( double next_tau_switch; int flag_ini; int num_switching_at_given_time; - int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; /** - write in output arrays the initial time and approximation */ interval_limit[0]=tau_ini; - class_call(perturb_approximations(ppr, - pba, - pth, - ppt, - index_md, - k, - tau_ini, - ppw, - tau_scheme_qs_smg), + class_call(perturbations_approximations(ppr, + pba, + pth, + ppt, + index_md, + k, + tau_ini, + ppw), ppt->error_message, ppt->error_message); @@ -3007,15 +3663,14 @@ int perturb_find_approximation_switches( while (upper_bound - lower_bound > precision) { - class_call(perturb_approximations(ppr, - pba, - pth, - ppt, - index_md, - k, - mid, - ppw, - tau_scheme_qs_smg), + class_call(perturbations_approximations(ppr, + pba, + pth, + ppt, + index_md, + k, + mid, + ppw), ppt->error_message, ppt->error_message); @@ -3071,15 +3726,14 @@ int perturb_find_approximation_switches( for (index_switch=1; index_switcherror_message, ppt->error_message); @@ -3128,6 +3782,18 @@ int perturb_find_approximation_switches( (interval_approx[index_switch][ppw->index_ap_rsa]==(int)rsa_on)) fprintf(stdout,"Mode k=%e: will switch on radiation streaming approximation at tau=%e\n",k,interval_limit[index_switch]); + if (pba->has_idr == _TRUE_){ + if ((interval_approx[index_switch-1][ppw->index_ap_rsa_idr]==(int)rsa_idr_off) && + (interval_approx[index_switch][ppw->index_ap_rsa_idr]==(int)rsa_idr_on)) + fprintf(stdout,"Mode k=%e: will switch on dark radiation streaming approximation at tau=%e\n",k,interval_limit[index_switch]); + } + + if (pth->has_idm_dr == _TRUE_){ + if ((interval_approx[index_switch-1][ppw->index_ap_tca_idm_dr]==(int)tca_idm_dr_on) && + (interval_approx[index_switch][ppw->index_ap_tca_idm_dr]==(int)tca_idm_dr_off)) + fprintf(stdout,"Mode k=%e: will switch off dark tight-coupling approximation at tau=%e\n",k,interval_limit[index_switch]); + } + if (pba->has_ur == _TRUE_) { if ((interval_approx[index_switch-1][ppw->index_ap_ufa]==(int)ufa_off) && (interval_approx[index_switch][ppw->index_ap_ufa]==(int)ufa_on)) { @@ -3141,14 +3807,16 @@ int perturb_find_approximation_switches( } } if (pba->has_smg == _TRUE_) { - if ((qs_array_smg[interval_approx[index_switch-1][ppw->index_ap_qs_smg]]==1) && - (qs_array_smg[interval_approx[index_switch][ppw->index_ap_qs_smg]]==0)) { - fprintf(stdout,"Mode k=%e: will switch off the quasi_static approximation smg (1 -> 0) at tau=%e\n",k,interval_limit[index_switch]); - } - if ((qs_array_smg[interval_approx[index_switch-1][ppw->index_ap_qs_smg]]==0) && - (qs_array_smg[interval_approx[index_switch][ppw->index_ap_qs_smg]]==1)) { - fprintf(stdout,"Mode k=%e: will switch on the quasi_static approximation smg (0 -> 1) at tau=%e\n",k,interval_limit[index_switch]); - } + class_call( + perturbations_verbose_qs_smg( + ppw, + k, + interval_limit[index_switch], + interval_approx[index_switch-1], + interval_approx[index_switch]), + ppt->error_message, + ppt->error_message + ); } } @@ -3168,15 +3836,14 @@ int perturb_find_approximation_switches( free(unsorted_tau_switch); - class_call(perturb_approximations(ppr, - pba, - pth, - ppt, - index_md, - k, - tau_end, - ppw, - tau_scheme_qs_smg), + class_call(perturbations_approximations(ppr, + pba, + pth, + ppt, + index_md, + k, + tau_end, + ppw), ppt->error_message, ppt->error_message); @@ -3186,8 +3853,8 @@ int perturb_find_approximation_switches( } /** - * Initialize the field '-->pv' of a perturb_workspace structure, which - * is a perturb_vector structure. This structure contains indices and + * Initialize the field '-->pv' of a perturbations_workspace structure, which + * is a perturbations_vector structure. This structure contains indices and * values of all quantities which need to be integrated with respect * to time (and only them: quantities fixed analytically or obeying * constraint equations are NOT included in this vector). This routine @@ -3199,7 +3866,7 @@ int perturb_find_approximation_switches( * want to set initial conditions for the perturbations. Then, it is * assumed that ppw-->pv is not yet allocated. This routine allocates * it, defines all indices, and then fills the vector ppw-->pv-->y with - * the initial conditions defined in perturb_initial_conditions. + * the initial conditions defined in perturbations_initial_conditions. * * --> the input pa_old is not set to the NULL pointer and describes * some set of approximations: @@ -3223,41 +3890,40 @@ int perturb_find_approximation_switches( * @param k Input: wavenumber * @param tau Input: conformal time * @param ppw Input/Output: workspace containing in input the approximation scheme, the background/thermodynamics/metric quantities, and eventually the previous vector y; and in output the new vector y. - * @param pa_old Input: NULL is we need to set y to initial conditions for a new wavenumber; points towards a perturb_approximations if we want to switch of approximation. + * @param pa_old Input: NULL is we need to set y to initial conditions for a new wavenumber; points towards a perturbations_approximations if we want to switch of approximation. * @return the error status */ -int perturb_vector_init( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - int index_ic, - double k, - double tau, - struct perturb_workspace * ppw, /* ppw->pv unallocated if pa_old = NULL, allocated and filled otherwise */ - int * pa_old - ) { +int perturbations_vector_init( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + int index_ic, + double k, + double tau, + struct perturbations_workspace * ppw, /* ppw->pv unallocated if pa_old = NULL, allocated and filled otherwise */ + int * pa_old + ) { /** Summary: */ /** - define local variables */ - struct perturb_vector * ppv; + struct perturbations_vector * ppv; int index_pt; int l; int n_ncdm,index_q,ncdm_l_size; double rho_plus_p_ncdm,q,q2,epsilon,a,factor; - int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; - /** - allocate a new perturb_vector structure to which ppw-->pv will point at the end of the routine */ + /** - allocate a new perturbations_vector structure to which ppw-->pv will point at the end of the routine */ - class_alloc(ppv,sizeof(struct perturb_vector),ppt->error_message); + class_alloc(ppv,sizeof(struct perturbations_vector),ppt->error_message); /** - initialize pointers to NULL (they will be allocated later if - needed), relevant for perturb_vector_free() */ + needed), relevant for perturbations_vector_free() */ ppv->l_max_ncdm = NULL; ppv->q_size_ncdm = NULL; @@ -3291,6 +3957,12 @@ int perturb_vector_init( "ppr->l_max_ur should be at least 4, i.e. we must integrate at least over neutrino/relic density, velocity, shear, third and fourth momentum"); } + if (pba->has_idr == _TRUE_){ + class_test(((ppr->l_max_idr < 4)&&(ppt->idr_nature == idr_free_streaming)), + ppt->error_message, + "ppr->l_max_idr should be at least 4, i.e. we must integrate at least over interacting dark radiation density, velocity, shear, third and fourth momentum"); + } + /* photons */ if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off) { /* if radiation streaming approximation is off */ @@ -3328,6 +4000,10 @@ int perturb_vector_init( class_define_index(ppv->index_pt_delta_cdm,pba->has_cdm,index_pt,1); /* cdm density */ class_define_index(ppv->index_pt_theta_cdm,pba->has_cdm && (ppt->gauge == newtonian),index_pt,1); /* cdm velocity */ + /* idm */ + class_define_index(ppv->index_pt_delta_idm,pba->has_idm,index_pt,1); /* idm density */ + class_define_index(ppv->index_pt_theta_idm,pba->has_idm,index_pt,1); /* idm velocity */ + /* dcdm */ class_define_index(ppv->index_pt_delta_dcdm,pba->has_dcdm,index_pt,1); /* dcdm density */ @@ -3354,11 +4030,14 @@ int perturb_vector_init( class_define_index(ppv->index_pt_phi_scf,pba->has_scf,index_pt,1); /* scalar field density */ class_define_index(ppv->index_pt_phi_prime_scf,pba->has_scf,index_pt,1); /* scalar field velocity */ - /* scalar field: integration indices are assigned only if fd (0) */ + /* scalar modified gravity */ - if ((pba->has_smg == _TRUE_) && (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) { - class_define_index(ppv->index_pt_vx_smg,_TRUE_,index_pt,1); /* dynamical scalar field perturbation */ - class_define_index(ppv->index_pt_vx_prime_smg,_TRUE_,index_pt,1); /* dynamical scalar field velocity */ + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_define_indices_pt_smg(ppw, ppv, &index_pt), + ppt->error_message, + ppt->error_message + ); } /* perturbed recombination: the indices are defined once tca is off. */ @@ -3381,6 +4060,23 @@ int perturb_vector_init( } } + /* interacting dark radiation */ + + if (pba->has_idr == _TRUE_){ + if (ppw->approx[ppw->index_ap_rsa_idr]==(int)rsa_idr_off) { + class_define_index(ppv->index_pt_delta_idr,_TRUE_,index_pt,1); /* density of interacting dark radiation */ + class_define_index(ppv->index_pt_theta_idr,_TRUE_,index_pt,1); /* velocity of interacting dark radiation */ + if (ppt->idr_nature == idr_free_streaming){ + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off){ + class_define_index(ppv->index_pt_shear_idr,_TRUE_,index_pt,1); /* shear of interacting dark radiation */ + ppv->l_max_idr = ppr->l_max_idr; + class_define_index(ppv->index_pt_l3_idr,_TRUE_,index_pt,ppv->l_max_idr-2); /* additional momenta in Boltzmann hierarchy (beyond l=0,1,2,3) */ + } + } + } + } + + /* non-cold dark matter */ if (pba->has_ncdm == _TRUE_) { @@ -3389,9 +4085,9 @@ int perturb_vector_init( class_alloc(ppv->l_max_ncdm,ppv->N_ncdm*sizeof(double),ppt->error_message); class_alloc(ppv->q_size_ncdm,ppv->N_ncdm*sizeof(double),ppt->error_message); - for(n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++){ // Set value of ppv->l_max_ncdm: - if(ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_off){ + if (ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_off){ /* reject inconsistent values of the number of mutipoles in ultra relativistic neutrino hierarchy */ class_test(ppr->l_max_ncdm < 4, ppt->error_message, @@ -3413,11 +4109,10 @@ int perturb_vector_init( /* metric perturbation eta of synchronous gauge */ class_define_index(ppv->index_pt_eta,ppt->gauge == synchronous,index_pt,1); - if (pba->has_smg == _TRUE_) { - class_define_index(ppv->index_pt_h_prime_from_trace_smg,ppt->gauge == synchronous,index_pt,1); - } + if (ppt->get_h_from_trace == _TRUE_) // not only _smg + class_define_index(ppv->index_pt_h_prime_from_trace,ppt->gauge == synchronous,index_pt,1); - /* metric perturbation phi of newtonian gauge ( we could fix it + /* metric perturbation phi of newtonian gauge (we could fix it using Einstein equations as a constraint equation for phi, but integration is numerically more stable if we actually evolve phi) */ @@ -3506,7 +4201,7 @@ int perturb_vector_init( class_alloc(ppv->l_max_ncdm,ppv->N_ncdm*sizeof(double),ppt->error_message); class_alloc(ppv->q_size_ncdm,ppv->N_ncdm*sizeof(double),ppt->error_message); - for(n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++){ // Set value of ppv->l_max_ncdm: class_test(ppr->l_max_ncdm < 4, ppt->error_message, @@ -3587,15 +4282,31 @@ int perturb_vector_init( } } + if (pba->has_idr == _TRUE_) { + + /* we don't need interacting dark radiation multipoles + above l=2 (but they are defined only when rsa_idr + and tca_idm_dr are off) */ + + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_off){ + if (ppt->idr_nature == idr_free_streaming){ + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off){ + for (index_pt=ppv->index_pt_l3_idr; index_pt <= ppv->index_pt_delta_idr+ppv->l_max_idr; index_pt++) + ppv->used_in_sources[index_pt]=_FALSE_; + } + } + } + } + if (pba->has_ncdm == _TRUE_) { /* we don't need ncdm multipoles above l=2 (but they are defined only when ncdmfa is off) */ index_pt = ppv->index_pt_psi0_ncdm1; - for(n_ncdm = 0; n_ncdm < ppv-> N_ncdm; n_ncdm++){ - for(index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ - for(l=0; l<=ppv->l_max_ncdm[n_ncdm]; l++){ + for (n_ncdm = 0; n_ncdm < ppv-> N_ncdm; n_ncdm++){ + for (index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ + for (l=0; l<=ppv->l_max_ncdm[n_ncdm]; l++){ if (l>2) ppv->used_in_sources[index_pt]=_FALSE_; index_pt++; } @@ -3644,7 +4355,7 @@ int perturb_vector_init( * ./class my_init_file.ini > output_file.dat * to save tau_ini(k) into a file */ -// printf(" %e \t %e \n",k,tau); + // printf(" %e \t %e \n",k,tau); if (_scalars_) { @@ -3655,6 +4366,14 @@ int perturb_vector_init( ppt->error_message, "scalar initial conditions assume radiation streaming approximation turned off"); + if (pba->has_idr == _TRUE_) { + class_test(ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_on, + ppt->error_message, + "scalar initial conditions assume dark radiation approximation turned off"); + + } + + /* we do not need to do a check for tca_idm_dr, as the initial conditions are consistent with any tca_idm_dr */ if (pba->has_ur == _TRUE_) { @@ -3690,21 +4409,21 @@ int perturb_vector_init( } - /** - --> (b) let ppw-->pv points towards the perturb_vector structure + /** - --> (b) let ppw-->pv points towards the perturbations_vector structure that we just created */ ppw->pv = ppv; /** - --> (c) fill the vector ppw-->pv-->y with appropriate initial conditions */ - class_call(perturb_initial_conditions(ppr, - pba, - ppt, - index_md, - index_ic, - k, - tau, - ppw), + class_call(perturbations_initial_conditions(ppr, + pba, + ppt, + index_md, + index_ic, + k, + tau, + ppw), ppt->error_message, ppt->error_message); @@ -3727,6 +4446,12 @@ int perturb_vector_init( ppt->error_message, "at tau=%g: the tight-coupling approximation can be switched off, not on",tau); + if (pth->has_idm_dr == _TRUE_){ + class_test((pa_old[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off) && (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_on), + ppt->error_message, + "at tau=%g: the dark tight-coupling approximation can be switched off, not on",tau); + } + /** - ---> (a.2.) some variables (b, cdm, fld, ...) are not affected by any approximation. They need to be reconducted whatever the approximation switching is. We treat them here. Below @@ -3749,6 +4474,15 @@ int perturb_vector_init( } } + if (pba->has_idm == _TRUE_) { + + ppv->y[ppv->index_pt_delta_idm] = + ppw->pv->y[ppw->pv->index_pt_delta_idm]; + + ppv->y[ppv->index_pt_theta_idm] = + ppw->pv->y[ppw->pv->index_pt_theta_idm]; + } + if (pba->has_dcdm == _TRUE_) { ppv->y[ppv->index_pt_delta_dcdm] = @@ -3788,30 +4522,22 @@ int perturb_vector_init( ppw->pv->y[ppw->pv->index_pt_phi_prime_scf]; } - if (pba->has_smg == _TRUE_) {//pass the values only if the order is correct - - // TODO: Check this. I am not sure I am passing the correct values - if ((qs_array_smg[pa_old[ppw->index_ap_qs_smg]] == 1) && (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) { - ppv->y[ppv->index_pt_vx_smg] = - ppw->pvecmetric[ppw->index_mt_vx_smg]; - ppv->y[ppv->index_pt_vx_prime_smg] = - ppw->pvecmetric[ppw->index_mt_vx_prime_smg]; - } - else if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0) { - ppv->y[ppv->index_pt_vx_smg] = - ppw->pv->y[ppw->pv->index_pt_vx_smg]; - ppv->y[ppv->index_pt_vx_prime_smg] = - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg]; - } + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_vector_init_qs_smg(ppw, ppv, pa_old), + ppt->error_message, + ppt->error_message + ); } if (ppt->gauge == synchronous) ppv->y[ppv->index_pt_eta] = ppw->pv->y[ppw->pv->index_pt_eta]; - if ((ppt->gauge == synchronous) && (pba->has_smg == _TRUE_)) - ppv->y[ppv->index_pt_h_prime_from_trace_smg] = - ppw->pv->y[ppw->pv->index_pt_h_prime_from_trace_smg]; + if ((ppt->gauge == synchronous) && (ppt->get_h_from_trace == _TRUE_)) { // not only _smg + ppv->y[ppv->index_pt_h_prime_from_trace] = + ppw->pv->y[ppw->pv->index_pt_h_prime_from_trace]; + } if (ppt->gauge == newtonian) ppv->y[ppv->index_pt_phi] = @@ -3823,7 +4549,7 @@ int perturb_vector_init( if ((pa_old[ppw->index_ap_tca] == (int)tca_on) && (ppw->approx[ppw->index_ap_tca] == (int)tca_off)) { - if (ppt->perturbations_verbose>3) + if (ppt->perturbations_verbose>2) fprintf(stdout,"Mode k=%e: switch off tight-coupling approximation at tau=%e\n",k,tau); ppv->y[ppv->index_pt_delta_g] = @@ -3833,17 +4559,16 @@ int perturb_vector_init( ppw->pv->y[ppw->pv->index_pt_theta_g]; /* tight-coupling approximation for shear_g (previously - computed in perturb_derivs: perturb_derivs is always + computed in perturbations_derivs: perturbations_derivs is always called at the end of generic_evolver, in order to update all quantities in ppw to the time at which the approximation is switched off) */ ppv->y[ppv->index_pt_shear_g] = ppw->tca_shear_g; - ppv->y[ppv->index_pt_l3_g] = 6./7.*k/ppw->pvecthermo[pth->index_th_dkappa]*ppw->s_l[3]*ppv->y[ppv->index_pt_shear_g]; /* second-order tight-coupling approximation for l=3 */ - - ppv->y[ppv->index_pt_pol0_g] = 2.5*ppv->y[ppv->index_pt_shear_g]; /* first-order tight-coupling approximation for polarization, l=0 */ + ppv->y[ppv->index_pt_l3_g] = 6./7.*k/ppw->pvecthermo[pth->index_th_dkappa]*ppw->s_l[3]*ppv->y[ppv->index_pt_shear_g]; /* second-order tight-coupling approximation for l=3 */ + ppv->y[ppv->index_pt_pol0_g] = 2.5*ppv->y[ppv->index_pt_shear_g]; /* first-order tight-coupling approximation for polarization, l=0 */ ppv->y[ppv->index_pt_pol1_g] = k/ppw->pvecthermo[pth->index_th_dkappa]*(5.-2.*ppw->s_l[2])/6.*ppv->y[ppv->index_pt_shear_g]; /* second-order tight-coupling approximation for polarization, l=1 */ - ppv->y[ppv->index_pt_pol2_g] = 0.5*ppv->y[ppv->index_pt_shear_g]; /* first-order tight-coupling approximation for polarization, l=2 */ + ppv->y[ppv->index_pt_pol2_g] = 0.5*ppv->y[ppv->index_pt_shear_g]; /* first-order tight-coupling approximation for polarization, l=2 */ ppv->y[ppv->index_pt_pol3_g] = k/ppw->pvecthermo[pth->index_th_dkappa]*3.*ppw->s_l[3]/14.*ppv->y[ppv->index_pt_shear_g]; /* second-order tight-coupling approximation for polarization, l=3 */ if (pba->has_ur == _TRUE_) { @@ -3869,11 +4594,39 @@ int perturb_vector_init( } } + if (pba->has_idr == _TRUE_){ + + if (ppw->approx[ppw->index_ap_rsa_idr]==(int)rsa_idr_off){ + + ppv->y[ppv->index_pt_delta_idr] = + ppw->pv->y[ppw->pv->index_pt_delta_idr]; + + ppv->y[ppv->index_pt_theta_idr] = + ppw->pv->y[ppw->pv->index_pt_theta_idr]; + + if (ppt->idr_nature == idr_free_streaming){ + + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off){ + + ppv->y[ppv->index_pt_shear_idr] = + ppw->pv->y[ppw->pv->index_pt_shear_idr]; + + ppv->y[ppv->index_pt_l3_idr] = + ppw->pv->y[ppw->pv->index_pt_l3_idr]; + + for (l=4; l <= ppv->l_max_idr; l++) + ppv->y[ppv->index_pt_delta_idr+l] = + ppw->pv->y[ppw->pv->index_pt_delta_idr+l]; + } + } + } + } + if (pba->has_ncdm == _TRUE_) { index_pt = 0; - for(n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ - for(index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ - for(l=0; l<=ppv->l_max_ncdm[n_ncdm];l++){ + for (n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ + for (index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ + for (l=0; l<=ppv->l_max_ncdm[n_ncdm];l++){ // This is correct with or without ncdmfa, since ppv->lmax_ncdm is set accordingly. ppv->y[ppv->index_pt_psi0_ncdm1+index_pt] = ppw->pv->y[ppw->pv->index_pt_psi0_ncdm1+index_pt]; @@ -3902,21 +4655,48 @@ int perturb_vector_init( ppw->pv->y[ppw->pv->index_pt_perturbed_recombination_delta_chi]; } - /* -- case of switching on radiation streaming approximation. Provide correct initial conditions to new set of variables */ if ((pa_old[ppw->index_ap_rsa] == (int)rsa_off) && (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on)) { - if (ppt->perturbations_verbose>3) + if (ppt->perturbations_verbose>2) fprintf(stdout,"Mode k=%e: switch on radiation streaming approximation at tau=%e with Omega_r=%g\n",k,tau,ppw->pvecback[pba->index_bg_Omega_r]); + if (pba->has_idr == _TRUE_){ + + if (ppw->approx[ppw->index_ap_rsa_idr]==(int)rsa_idr_off){ + + ppv->y[ppv->index_pt_delta_idr] = + ppw->pv->y[ppw->pv->index_pt_delta_idr]; + + ppv->y[ppv->index_pt_theta_idr] = + ppw->pv->y[ppw->pv->index_pt_theta_idr]; + + if (ppt->idr_nature == idr_free_streaming){ + + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off){ + + ppv->y[ppv->index_pt_shear_idr] = + ppw->pv->y[ppw->pv->index_pt_shear_idr]; + + ppv->y[ppv->index_pt_l3_idr] = + ppw->pv->y[ppw->pv->index_pt_l3_idr]; + + for (l=4; l <= ppv->l_max_idr; l++) + ppv->y[ppv->index_pt_delta_idr+l] = + ppw->pv->y[ppw->pv->index_pt_delta_idr+l]; + } + } + } + } + if (pba->has_ncdm == _TRUE_) { index_pt = 0; - for(n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ - for(index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ - for(l=0; l<=ppv->l_max_ncdm[n_ncdm]; l++){ + for (n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ + for (index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ + for (l=0; l<=ppv->l_max_ncdm[n_ncdm]; l++){ ppv->y[ppv->index_pt_psi0_ncdm1+index_pt] = ppw->pv->y[ppw->pv->index_pt_psi0_ncdm1+index_pt]; index_pt++; @@ -3934,7 +4714,7 @@ int perturb_vector_init( if ((pa_old[ppw->index_ap_ufa] == (int)ufa_off) && (ppw->approx[ppw->index_ap_ufa] == (int)ufa_on)) { - if (ppt->perturbations_verbose>3) + if (ppt->perturbations_verbose>2) fprintf(stdout,"Mode k=%e: switch on ur fluid approximation at tau=%e\n",k,tau); if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off) { @@ -3992,13 +4772,41 @@ int perturb_vector_init( ppw->pv->y[ppw->pv->index_pt_shear_ur]; } + if (pba->has_idr == _TRUE_){ + + if (ppw->approx[ppw->index_ap_rsa_idr]==(int)rsa_idr_off){ + + ppv->y[ppv->index_pt_delta_idr] = + ppw->pv->y[ppw->pv->index_pt_delta_idr]; + + ppv->y[ppv->index_pt_theta_idr] = + ppw->pv->y[ppw->pv->index_pt_theta_idr]; + + if (ppt->idr_nature == idr_free_streaming){ + + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off){ + + ppv->y[ppv->index_pt_shear_idr] = + ppw->pv->y[ppw->pv->index_pt_shear_idr]; + + ppv->y[ppv->index_pt_l3_idr] = + ppw->pv->y[ppw->pv->index_pt_l3_idr]; + + for (l=4; l <= ppv->l_max_idr; l++) + ppv->y[ppv->index_pt_delta_idr+l] = + ppw->pv->y[ppw->pv->index_pt_delta_idr+l]; + } + } + } + } + if (pba->has_ncdm == _TRUE_) { index_pt = 0; - for(n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ - for(index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ - for(l=0; l<=ppv->l_max_ncdm[n_ncdm]; l++){ + for (n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ + for (index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ + for (l=0; l<=ppv->l_max_ncdm[n_ncdm]; l++){ /* This is correct even when ncdmfa == off, since ppv->l_max_ncdm and - ppv->q_size_ncdm is updated.*/ + ppv->q_size_ncdm is updated.*/ ppv->y[ppv->index_pt_psi0_ncdm1+index_pt] = ppw->pv->y[ppw->pv->index_pt_psi0_ncdm1+index_pt]; index_pt++; @@ -4009,16 +4817,12 @@ int perturb_vector_init( } } - /* -- case of switching on ncdm fluid - approximation. Provide correct initial conditions to new set - of variables */ - - if (pba->has_ncdm == _TRUE_) { - - if ((pa_old[ppw->index_ap_ncdmfa] == (int)ncdmfa_off) && (ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_on)) { + /* Case of switching on rsa for interacting dark radiation */ + if (pba->has_idr == _TRUE_) { + if ((pa_old[ppw->index_ap_rsa_idr] == (int)rsa_idr_off) && (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_on)) { - if (ppt->perturbations_verbose>3) - fprintf(stdout,"Mode k=%e: switch on ncdm fluid approximation at tau=%e\n",k,tau); + if (ppt->perturbations_verbose>2) + fprintf(stdout,"Mode k=%e: switch on dark radiation approximation at tau=%e\n",k,tau); if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off) { @@ -4090,66 +4894,304 @@ int perturb_vector_init( } } - a = ppw->pvecback[pba->index_bg_a]; - index_pt = ppw->pv->index_pt_psi0_ncdm1; - for(n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ - // We are in the fluid approximation, so ncdm_l_size is always 3. - ncdm_l_size = ppv->l_max_ncdm[n_ncdm]+1; - rho_plus_p_ncdm = ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]+ - ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]; - for(l=0; l<=2; l++){ - ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+l] = 0.0; - } - factor = pba->factor_ncdm[n_ncdm]*pow(pba->a_today/a,4); - for(index_q=0; index_q < ppw->pv->q_size_ncdm[n_ncdm]; index_q++){ - // Integrate over distributions: - q = pba->q_ncdm[n_ncdm][index_q]; - q2 = q*q; - epsilon = sqrt(q2+a*a*pba->M_ncdm[n_ncdm]*pba->M_ncdm[n_ncdm]); - ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm] += - pba->w_ncdm[n_ncdm][index_q]*q2*epsilon* - ppw->pv->y[index_pt]; - - ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+1] += - pba->w_ncdm[n_ncdm][index_q]*q2*q* - ppw->pv->y[index_pt+1]; - - ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+2] += - pba->w_ncdm[n_ncdm][index_q]*q2*q2/epsilon* - ppw->pv->y[index_pt+2]; - - //Jump to next momentum bin in ppw->pv->y: - index_pt += (ppw->pv->l_max_ncdm[n_ncdm]+1); + if (pba->has_ncdm == _TRUE_) { + index_pt = 0; + for (n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ + for (index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ + for (l=0; l<=ppv->l_max_ncdm[n_ncdm]; l++){ + /* This is correct even when ncdmfa == off, since ppv->l_max_ncdm and + ppv->q_size_ncdm is updated.*/ + ppv->y[ppv->index_pt_psi0_ncdm1+index_pt] = + ppw->pv->y[ppw->pv->index_pt_psi0_ncdm1+index_pt]; + index_pt++; + } + } } - ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm] *=factor/ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]; - ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+1] *=k*factor/rho_plus_p_ncdm; - ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+2] *=2.0/3.0*factor/rho_plus_p_ncdm; } + } } - } - /** - --> (b) for the vector mode */ + if (pth->has_idm_dr == _TRUE_) { - if (_vectors_) { + /* Case of switching off interacting dark radiation tight coupling approximation */ - /** - ---> (b.1.) check that the change of approximation scheme makes - sense (note: before calling this routine there is already a - check that we wish to change only one approximation flag at - a time) */ + if ((pa_old[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_on) && (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off)) { - class_test((pa_old[ppw->index_ap_tca] == (int)tca_off) && (ppw->approx[ppw->index_ap_tca] == (int)tca_on), - ppt->error_message, - "at tau=%g: the tight-coupling approximation can be switched off, not on",tau); + if (ppt->perturbations_verbose>2) + fprintf(stdout,"Mode k=%e: switch off dark tight coupling approximation at tau=%e\n",k,tau); - /** - ---> (b.2.) some variables (gw, gwdot, ...) are not affected by - any approximation. They need to be reconducted whatever - the approximation switching is. We treat them here. Below - we will treat other variables case by case. */ + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_off) { - if (ppt->gauge == synchronous){ + ppv->y[ppv->index_pt_delta_idr] = + ppw->pv->y[ppw->pv->index_pt_delta_idr]; - ppv->y[ppv->index_pt_hv_prime] = + ppv->y[ppv->index_pt_theta_idr] = + ppw->pv->y[ppw->pv->index_pt_theta_idr]; + + /* idr is always free streaming if tca_idm_dr is on */ + if (ppt->idr_nature == idr_free_streaming){ + ppv->y[ppv->index_pt_shear_idr] = ppw->tca_shear_idm_dr; + ppv->y[ppv->index_pt_l3_idr] = 6./7.*k*ppv->y[ppv->index_pt_shear_idr]/ppw->pvecthermo[pth->index_th_dmu_idm_dr]/ppt->alpha_idm_dr[1]; + } + } + + if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off) { + + ppv->y[ppv->index_pt_delta_g] = + ppw->pv->y[ppw->pv->index_pt_delta_g]; + + ppv->y[ppv->index_pt_theta_g] = + ppw->pv->y[ppw->pv->index_pt_theta_g]; + } + + if ((ppw->approx[ppw->index_ap_tca] == (int)tca_off) && (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off)) { + + ppv->y[ppv->index_pt_shear_g] = + ppw->pv->y[ppw->pv->index_pt_shear_g]; + + ppv->y[ppv->index_pt_l3_g] = + ppw->pv->y[ppw->pv->index_pt_l3_g]; + + for (l = 4; l <= ppw->pv->l_max_g; l++) { + + ppv->y[ppv->index_pt_delta_g+l] = + ppw->pv->y[ppw->pv->index_pt_delta_g+l]; + } + + ppv->y[ppv->index_pt_pol0_g] = + ppw->pv->y[ppw->pv->index_pt_pol0_g]; + + ppv->y[ppv->index_pt_pol1_g] = + ppw->pv->y[ppw->pv->index_pt_pol1_g]; + + ppv->y[ppv->index_pt_pol2_g] = + ppw->pv->y[ppw->pv->index_pt_pol2_g]; + + ppv->y[ppv->index_pt_pol3_g] = + ppw->pv->y[ppw->pv->index_pt_pol3_g]; + + for (l = 4; l <= ppw->pv->l_max_pol_g; l++) { + + ppv->y[ppv->index_pt_pol0_g+l] = + ppw->pv->y[ppw->pv->index_pt_pol0_g+l]; + } + + } + + if (pba->has_ur == _TRUE_) { + + if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off) { + + + ppv->y[ppv->index_pt_delta_ur] = + ppw->pv->y[ppw->pv->index_pt_delta_ur]; + + ppv->y[ppv->index_pt_theta_ur] = + ppw->pv->y[ppw->pv->index_pt_theta_ur]; + + ppv->y[ppv->index_pt_shear_ur] = + ppw->pv->y[ppw->pv->index_pt_shear_ur]; + + if (ppw->approx[ppw->index_ap_ufa] == (int)ufa_off) { + + ppv->y[ppv->index_pt_l3_ur] = + ppw->pv->y[ppw->pv->index_pt_l3_ur]; + + for (l=4; l <= ppv->l_max_ur; l++) + ppv->y[ppv->index_pt_delta_ur+l] = + ppw->pv->y[ppw->pv->index_pt_delta_ur+l]; + + } + } + } + + if (pba->has_ncdm == _TRUE_) { + index_pt = 0; + for (n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ + for (index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ + for (l=0; l<=ppv->l_max_ncdm[n_ncdm]; l++){ + /* This is correct even when ncdmfa == off, since ppv->l_max_ncdm and + ppv->q_size_ncdm is updated. */ + ppv->y[ppv->index_pt_psi0_ncdm1+index_pt] = + ppw->pv->y[ppw->pv->index_pt_psi0_ncdm1+index_pt]; + index_pt++; + } + } + } + } + } + } + + /* -- case of switching on ncdm fluid + approximation. Provide correct initial conditions to new set + of variables */ + + if (pba->has_ncdm == _TRUE_) { + + if ((pa_old[ppw->index_ap_ncdmfa] == (int)ncdmfa_off) && (ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_on)) { + + if (ppt->perturbations_verbose>2) + fprintf(stdout,"Mode k=%e: switch on ncdm fluid approximation at tau=%e\n",k,tau); + + if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off) { + + ppv->y[ppv->index_pt_delta_g] = + ppw->pv->y[ppw->pv->index_pt_delta_g]; + + ppv->y[ppv->index_pt_theta_g] = + ppw->pv->y[ppw->pv->index_pt_theta_g]; + } + + if ((ppw->approx[ppw->index_ap_tca] == (int)tca_off) && (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off)) { + + ppv->y[ppv->index_pt_shear_g] = + ppw->pv->y[ppw->pv->index_pt_shear_g]; + + ppv->y[ppv->index_pt_l3_g] = + ppw->pv->y[ppw->pv->index_pt_l3_g]; + + for (l = 4; l <= ppw->pv->l_max_g; l++) { + + ppv->y[ppv->index_pt_delta_g+l] = + ppw->pv->y[ppw->pv->index_pt_delta_g+l]; + } + + ppv->y[ppv->index_pt_pol0_g] = + ppw->pv->y[ppw->pv->index_pt_pol0_g]; + + ppv->y[ppv->index_pt_pol1_g] = + ppw->pv->y[ppw->pv->index_pt_pol1_g]; + + ppv->y[ppv->index_pt_pol2_g] = + ppw->pv->y[ppw->pv->index_pt_pol2_g]; + + ppv->y[ppv->index_pt_pol3_g] = + ppw->pv->y[ppw->pv->index_pt_pol3_g]; + + for (l = 4; l <= ppw->pv->l_max_pol_g; l++) { + + ppv->y[ppv->index_pt_pol0_g+l] = + ppw->pv->y[ppw->pv->index_pt_pol0_g+l]; + } + + } + + if (pba->has_ur == _TRUE_) { + + if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_off) { + + + ppv->y[ppv->index_pt_delta_ur] = + ppw->pv->y[ppw->pv->index_pt_delta_ur]; + + ppv->y[ppv->index_pt_theta_ur] = + ppw->pv->y[ppw->pv->index_pt_theta_ur]; + + ppv->y[ppv->index_pt_shear_ur] = + ppw->pv->y[ppw->pv->index_pt_shear_ur]; + + if (ppw->approx[ppw->index_ap_ufa] == (int)ufa_off) { + + ppv->y[ppv->index_pt_l3_ur] = + ppw->pv->y[ppw->pv->index_pt_l3_ur]; + + for (l=4; l <= ppv->l_max_ur; l++) + ppv->y[ppv->index_pt_delta_ur+l] = + ppw->pv->y[ppw->pv->index_pt_delta_ur+l]; + + } + } + } + + if (pba->has_idr == _TRUE_){ + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_off){ + + ppv->y[ppv->index_pt_delta_idr] = + ppw->pv->y[ppw->pv->index_pt_delta_idr]; + + ppv->y[ppv->index_pt_theta_idr] = + ppw->pv->y[ppw->pv->index_pt_theta_idr]; + + if (ppt->idr_nature == idr_free_streaming){ + + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off){ + + ppv->y[ppv->index_pt_shear_idr] = + ppw->pv->y[ppw->pv->index_pt_shear_idr]; + + ppv->y[ppv->index_pt_l3_idr] = + ppw->pv->y[ppw->pv->index_pt_l3_idr]; + + for (l=4; l <= ppv->l_max_idr; l++) + ppv->y[ppv->index_pt_delta_idr+l] = + ppw->pv->y[ppw->pv->index_pt_delta_idr+l]; + } + } + } + } + + + a = ppw->pvecback[pba->index_bg_a]; + index_pt = ppw->pv->index_pt_psi0_ncdm1; + for (n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ + // We are in the fluid approximation, so ncdm_l_size is always 3. + ncdm_l_size = ppv->l_max_ncdm[n_ncdm]+1; + rho_plus_p_ncdm = ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]+ + ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]; + for (l=0; l<=2; l++){ + ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+l] = 0.0; + } + factor = pba->factor_ncdm[n_ncdm]/pow(a,4); + for (index_q=0; index_q < ppw->pv->q_size_ncdm[n_ncdm]; index_q++){ + // Integrate over distributions: + q = pba->q_ncdm[n_ncdm][index_q]; + q2 = q*q; + epsilon = sqrt(q2+a*a*pba->M_ncdm[n_ncdm]*pba->M_ncdm[n_ncdm]); + ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm] += + pba->w_ncdm[n_ncdm][index_q]*q2*epsilon* + ppw->pv->y[index_pt]; + + ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+1] += + pba->w_ncdm[n_ncdm][index_q]*q2*q* + ppw->pv->y[index_pt+1]; + + ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+2] += + pba->w_ncdm[n_ncdm][index_q]*q2*q2/epsilon* + ppw->pv->y[index_pt+2]; + + //Jump to next momentum bin in ppw->pv->y: + index_pt += (ppw->pv->l_max_ncdm[n_ncdm]+1); + } + ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm] *=factor/ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]; + ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+1] *=k*factor/rho_plus_p_ncdm; + ppv->y[ppv->index_pt_psi0_ncdm1+ncdm_l_size*n_ncdm+2] *=2.0/3.0*factor/rho_plus_p_ncdm; + } + } + } + } + + /** - --> (b) for the vector mode */ + + if (_vectors_) { + + /** - ---> (b.1.) check that the change of approximation scheme makes + sense (note: before calling this routine there is already a + check that we wish to change only one approximation flag at + a time) */ + + class_test((pa_old[ppw->index_ap_tca] == (int)tca_off) && (ppw->approx[ppw->index_ap_tca] == (int)tca_on), + ppt->error_message, + "at tau=%g: the tight-coupling approximation can be switched off, not on",tau); + + /** - ---> (b.2.) some variables (gw, gwdot, ...) are not affected by + any approximation. They need to be reconducted whatever + the approximation switching is. We treat them here. Below + we will treat other variables case by case. */ + + if (ppt->gauge == synchronous){ + + ppv->y[ppv->index_pt_hv_prime] = ppw->pv->y[ppw->pv->index_pt_hv_prime]; } @@ -4170,7 +5212,7 @@ int perturb_vector_init( if ((pa_old[ppw->index_ap_tca] == (int)tca_on) && (ppw->approx[ppw->index_ap_tca] == (int)tca_off)) { - if (ppt->perturbations_verbose>3) + if (ppt->perturbations_verbose>2) fprintf(stdout,"Mode k=%e: switch off tight-coupling approximation at tau=%e\n",k,tau); ppv->y[ppv->index_pt_delta_g] = 0.0; //TBC @@ -4242,9 +5284,9 @@ int perturb_vector_init( if (ppt->evolve_tensor_ncdm == _TRUE_){ index_pt = 0; - for(n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ - for(index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ - for(l=0; l<=ppv->l_max_ncdm[n_ncdm];l++){ + for (n_ncdm = 0; n_ncdm < ppv->N_ncdm; n_ncdm++){ + for (index_q=0; index_q < ppv->q_size_ncdm[n_ncdm]; index_q++){ + for (l=0; l<=ppv->l_max_ncdm[n_ncdm];l++){ // This is correct with or without ncdmfa, since ppv->lmax_ncdm is set accordingly. ppv->y[ppv->index_pt_psi0_ncdm1+index_pt] = ppw->pv->y[ppw->pv->index_pt_psi0_ncdm1+index_pt]; @@ -4260,7 +5302,7 @@ int perturb_vector_init( if ((pa_old[ppw->index_ap_tca] == (int)tca_on) && (ppw->approx[ppw->index_ap_tca] == (int)tca_off)) { - if (ppt->perturbations_verbose>3) + if (ppt->perturbations_verbose>2) fprintf(stdout,"Mode k=%e: switch off tight-coupling approximation at tau=%e\n",k,tau); ppv->y[ppv->index_pt_delta_g] = -4./3.*ppw->pv->y[ppw->pv->index_pt_gwdot]/ppw->pvecthermo[pth->index_th_dkappa]; @@ -4274,7 +5316,7 @@ int perturb_vector_init( if ((pa_old[ppw->index_ap_rsa] == (int)rsa_off) && (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on)) { - if (ppt->perturbations_verbose>3) + if (ppt->perturbations_verbose>2) fprintf(stdout,"Mode k=%e: switch on radiation streaming approximation at tau=%e with Omega_r=%g\n",k,tau,ppw->pvecback[pba->index_bg_Omega_r]); } @@ -4282,11 +5324,11 @@ int perturb_vector_init( /** - --> (d) free the previous vector of perturbations */ - class_call(perturb_vector_free(ppw->pv), + class_call(perturbations_vector_free(ppw->pv), ppt->error_message, ppt->error_message); - /** - --> (e) let ppw-->pv points towards the perturb_vector structure + /** - --> (e) let ppw-->pv points towards the perturbations_vector structure that we just created */ ppw->pv = ppv; @@ -4297,15 +5339,15 @@ int perturb_vector_init( } /** - * Free the perturb_vector structure. + * Free the perturbations_vector structure. * - * @param pv Input: pointer to perturb_vector structure to be freed + * @param pv Input: pointer to perturbations_vector structure to be freed * @return the error status */ -int perturb_vector_free( - struct perturb_vector * pv - ) { +int perturbations_vector_free( + struct perturbations_vector * pv + ) { if (pv->l_max_ncdm != NULL) free(pv->l_max_ncdm); if (pv->q_size_ncdm != NULL) free(pv->q_size_ncdm); @@ -4334,15 +5376,15 @@ int perturb_vector_free( * @return the error status */ -int perturb_initial_conditions(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - int index_md, - int index_ic, - double k, - double tau, - struct perturb_workspace * ppw - ) { +int perturbations_initial_conditions(struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + int index_md, + int index_ic, + double k, + double tau, + struct perturbations_workspace * ppw + ) { /** Summary: */ /** --> Declare local variables */ @@ -4353,10 +5395,9 @@ int perturb_initial_conditions(struct precision * ppr, double delta_dr=0; double q,epsilon,k2; int index_q,n_ncdm,idx; - double rho_r,rho_m,rho_nu,rho_m_over_rho_r; - - - double fracnu,fracg,fracb,fraccdm,om; + double rho_r,rho_m,rho_nu,rho_m_over_rho_r, rho_cdm =0.; + double fracnu,fracg,fracb,fraccdm = 0.,fracidm = 0.; + double om; double ktau_two,ktau_three; double f_dr; @@ -4364,23 +5405,8 @@ int perturb_initial_conditions(struct precision * ppr, double velocity_tot; double s2_squared; - // Declare smg variables too - - double dt=0., Omx=0., wx=0., kin=0., bra=0., bra_p=0., dbra=0., ten=0., run=0., M2=0.,DelM2=0.; - double Dd=0., cs2num=0., cs2num_p=0.; - double l1=0.,l2=0., l3=0., l4=0.,l5=0.,l6=0.,l7=0.,l8=0.,l2_p=0., l8_p=0.; - double B1_smg, B2_smg, B3_smg, B3num_smg, B3denom_smg, amplitude; - double rho_smg=0., rho_tot=0., p_tot=0., p_smg=0., H=0.,Hprime=0; - double g1=0., g2=0., g3=0.; - double vx_smg=0.,vxp_smg=0.,delta_rho_r=0.; - - int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; - double coeff_isocurv_smg; - int nexpo; - + /** --> For scalars */ - - /** - for scalars */ if (_scalars_) { /** - (a) compute relevant background quantities: compute rho_r, @@ -4389,8 +5415,8 @@ int perturb_initial_conditions(struct precision * ppr, class_call(background_at_tau(pba, tau, - pba->normal_info, - pba->inter_normal, + normal_info, + inter_normal, &(ppw->last_index_back), ppw->pvecback), pba->error_message, @@ -4413,6 +5439,10 @@ int perturb_initial_conditions(struct precision * ppr, rho_m += ppw->pvecback[pba->index_bg_rho_cdm]; } + if (pba->has_idm == _TRUE_) { + rho_m += ppw->pvecback[pba->index_bg_rho_idm]; + } + if (pba->has_dcdm == _TRUE_) { rho_m += ppw->pvecback[pba->index_bg_rho_dcdm]; } @@ -4427,8 +5457,13 @@ int perturb_initial_conditions(struct precision * ppr, rho_nu += ppw->pvecback[pba->index_bg_rho_ur]; } + if (pba->has_idr == _TRUE_) { + rho_r += ppw->pvecback[pba->index_bg_rho_idr]; + rho_nu += ppw->pvecback[pba->index_bg_rho_idr]; + } + if (pba->has_ncdm == _TRUE_) { - for(n_ncdm=0; n_ncdmN_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdmN_ncdm; n_ncdm++){ rho_r += ppw->pvecback[pba->index_bg_rho_ncdm1 + n_ncdm]; rho_nu += ppw->pvecback[pba->index_bg_rho_ncdm1 + n_ncdm]; } @@ -4448,8 +5483,13 @@ int perturb_initial_conditions(struct precision * ppr, fracb = ppw->pvecback[pba->index_bg_rho_b]/rho_m; /* f_cdm = Omega_cdm(t_i) / Omega_m(t_i) */ - fraccdm = 1.-fracb; + if (pba->has_cdm == _TRUE_) + fraccdm = ppw->pvecback[pba->index_bg_rho_cdm]/rho_m; + /* f_idm = Omega_idm(t_i) / Omega_m(t_i) */ + if (pba->has_idm == _TRUE_){ + fracidm = ppw->pvecback[pba->index_bg_rho_idm]/rho_m; + } /* Omega_m(t_i) / Omega_r(t_i) */ rho_m_over_rho_r = rho_m/rho_r; @@ -4462,60 +5502,15 @@ int perturb_initial_conditions(struct precision * ppr, Indeed the exact solution of Friedmann when there is only radiation and matter in the universe is a = [H(t_0)^2 Omega_m(t_0) a(t_0)^3 / 4] x [tau^2 + 4 tau / omega] - - ILS: only used for Newtonian gauge transformations */ - - - - if (pba->has_smg == _TRUE_) { - - // Read in the initial values of all background params: alphas, Omx, w - - //perturbation to time variable - - dt = -1/(4.*ppw->pvecback[pba->index_bg_H])*ppw->pv->y[ppw->pv->index_pt_delta_g]; - - - H = ppw->pvecback[pba->index_bg_H]; - Hprime = ppw->pvecback[pba->index_bg_H_prime]; - a = ppw->pvecback[pba->index_bg_a]; - rho_tot = ppw->pvecback[pba->index_bg_rho_tot_wo_smg]; - p_tot = ppw->pvecback[pba->index_bg_p_tot_wo_smg]; - rho_smg = ppw->pvecback[pba->index_bg_rho_smg]; - p_smg = ppw->pvecback[pba->index_bg_p_smg]; - - wx = p_smg/rho_smg; - Omx = rho_smg/pow(H,2); - kin = ppw->pvecback[pba->index_bg_kineticity_smg]; - bra = ppw->pvecback[pba->index_bg_braiding_smg]; - bra_p = ppw->pvecback[pba->index_bg_braiding_prime_smg]; - dbra= bra_p/(a*H) ; //Read in log(a) diff of braiding - run = ppw->pvecback[pba->index_bg_mpl_running_smg]; - ten = ppw->pvecback[pba->index_bg_tensor_excess_smg]; - l1 = ppw->pvecback[pba->index_bg_lambda_1_smg]; - l2 = ppw->pvecback[pba->index_bg_lambda_2_smg]; - l3 = ppw->pvecback[pba->index_bg_lambda_3_smg]; - l4 = ppw->pvecback[pba->index_bg_lambda_4_smg]; - l5 = ppw->pvecback[pba->index_bg_lambda_5_smg]; - l6 = ppw->pvecback[pba->index_bg_lambda_6_smg]; - l7 = ppw->pvecback[pba->index_bg_lambda_7_smg]; - l8 = ppw->pvecback[pba->index_bg_lambda_8_smg]; - l2_p = ppw->pvecback[pba->index_bg_lambda_2_prime_smg]; - l8_p = ppw->pvecback[pba->index_bg_lambda_8_prime_smg]; - cs2num = ppw->pvecback[pba->index_bg_cs2num_smg]; - cs2num_p = ppw->pvecback[pba->index_bg_cs2num_prime_smg]; - Dd = ppw->pvecback[pba->index_bg_kinetic_D_smg]; - M2 = ppw->pvecback[pba->index_bg_M2_smg]; - DelM2 = ppw->pvecback[pba->index_bg_delta_M2_smg];//M2-1 - } - - // Add smg to radiation to correct om: if have early dark energy, it will take that into account the changed mat-red equality - // If not -> it doesn't matter in any case - // We do not want to change the value of rho_r, since afterwards, it is assumed to be just the radiation fluid - - om = a*rho_m/sqrt(rho_r+rho_smg); - + /* Add smg to radiation to correct om: if have early dark energy, it will take that + into account the changed mat-red equality. If not -> it doesn't matter in any case + We do not want to change the value of rho_r, since afterwards, it is assumed + to be just the radiation fluid. + */ + om = a*rho_m/sqrt(rho_r); + if (pba->has_smg == _TRUE_) + om = a*rho_m/sqrt(rho_r + ppw->pvecback[pba->index_bg_rho_smg]); /* (k tau)^2, (k tau)^3 */ ktau_two=k*k*tau*tau; @@ -4526,7 +5521,7 @@ int perturb_initial_conditions(struct precision * ppr, s2_squared = 1.-3.*pba->K/k/k; - /** - (b) starts by setting everything in synchronous gauge. If + /** - (b) starts by setting everything in synchronous gauge. If another gauge is needed, we will perform a gauge transformation below. */ @@ -4565,13 +5560,18 @@ int perturb_initial_conditions(struct precision * ppr, /* cdm velocity vanishes in the synchronous gauge */ } + /* interacting dark matter */ + if (pba->has_idm == _TRUE_) { + ppw->pv->y[ppw->pv->index_pt_delta_idm] = 3./4.*ppw->pv->y[ppw->pv->index_pt_delta_g]; /* idm density */ + ppw->pv->y[ppw->pv->index_pt_theta_idm] = ppw->pv->y[ppw->pv->index_pt_theta_g]; + } + if (pba->has_dcdm == _TRUE_) { ppw->pv->y[ppw->pv->index_pt_delta_dcdm] = 3./4.*ppw->pv->y[ppw->pv->index_pt_delta_g]; /* dcdm density */ /* dcdm velocity velocity vanishes initially in the synchronous gauge */ } - /* fluid (assumes wa=0, if this is not the case the fluid will catch anyway the attractor solution) */ if (pba->has_fld == _TRUE_) { @@ -4594,30 +5594,30 @@ int perturb_initial_conditions(struct precision * ppr, * delta_phi_prime \f$ = a^2/\phi' \f$ (delta_rho_phi + V'delta_phi), * and assume theta, delta_rho as for perfect fluid * with \f$ c_s^2 = 1 \f$ and w = 1/3 (ASSUMES radiation TRACKING) - */ + */ ppw->pv->y[ppw->pv->index_pt_phi_scf] = 0.; /* a*a/k/k/ppw->pvecback[pba->index_bg_phi_prime_scf]*k*ktau_three/4.*1./(4.-6.*(1./3.)+3.*1.) * (ppw->pvecback[pba->index_bg_rho_scf] + ppw->pvecback[pba->index_bg_p_scf])* ppr->curvature_ini * s2_squared; */ ppw->pv->y[ppw->pv->index_pt_phi_prime_scf] = 0.; /* delta_fld expression * rho_scf with the w = 1/3, c_s = 1 - a*a/ppw->pvecback[pba->index_bg_phi_prime_scf]*( - ktau_two/4.*(1.+1./3.)*(4.-3.*1.)/(4.-6.*(1/3.)+3.*1.)*ppw->pvecback[pba->index_bg_rho_scf] - ppw->pvecback[pba->index_bg_dV_scf]*ppw->pv->y[ppw->pv->index_pt_phi_scf])* ppr->curvature_ini * s2_squared; */ + a*a/ppw->pvecback[pba->index_bg_phi_prime_scf]*( - ktau_two/4.*(1.+1./3.)*(4.-3.*1.)/(4.-6.*(1/3.)+3.*1.)*ppw->pvecback[pba->index_bg_rho_scf] - ppw->pvecback[pba->index_bg_dV_scf]*ppw->pv->y[ppw->pv->index_pt_phi_scf])* ppr->curvature_ini * s2_squared; */ } /* all relativistic relics: ur, early ncdm, dr */ - if ((pba->has_ur == _TRUE_) || (pba->has_ncdm == _TRUE_) || (pba->has_dr == _TRUE_)) { + if ((pba->has_ur == _TRUE_) || (pba->has_ncdm == _TRUE_) || (pba->has_dr == _TRUE_) || (pba->has_idr == _TRUE_)) { delta_ur = ppw->pv->y[ppw->pv->index_pt_delta_g]; /* density of ultra-relativistic neutrinos/relics */ - theta_ur = - k*ktau_three/36./(4.*fracnu+15.) * (4.*fracnu+11.+12.*s2_squared-3.*(8.*fracnu*fracnu+50.*fracnu+275.)/20./(2.*fracnu+15.)*tau*om) * ppr->curvature_ini * s2_squared; /* velocity of ultra-relativistic neutrinos/relics */ //TBC + /* velocity of ultra-relativistic neutrinos/relics */ //TBC + theta_ur = - k*ktau_three/36./(4.*fracnu+15.) * (4.*fracnu+11.+12.*s2_squared-3.*(8.*fracnu*fracnu+50.*fracnu+275.)/20./(2.*fracnu+15.)*tau*om) * ppr->curvature_ini * s2_squared; shear_ur = ktau_two/(45.+12.*fracnu) * (3.*s2_squared-1.) * (1.+(4.*fracnu-5.)/4./(2.*fracnu+15.)*tau*om) * ppr->curvature_ini;//TBC /s2_squared; /* shear of ultra-relativistic neutrinos/relics */ //TBC:0 l3_ur = ktau_three*2./7./(12.*fracnu+45.)* ppr->curvature_ini;//TBC if (pba->has_dr == _TRUE_) delta_dr = delta_ur; - } /* synchronous metric perturbation eta */ @@ -4626,522 +5626,13 @@ int perturb_initial_conditions(struct precision * ppr, eta = ppr->curvature_ini * (1.-ktau_two/12./(15.+4.*fracnu)*(5.+4.*s2_squared*fracnu - (16.*fracnu*fracnu+280.*fracnu+325)/10./(2.*fracnu+15.)*tau*om)); if (pba->has_smg == _TRUE_) { - - if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0) - { - - /* Initial conditions for the *dynamical* scalar field in the adiabatic mode - * 1) gravitating_attr: Self-consistent Gravitating Attractor - * We allow the scalar to contribute the gravitational field during RD (can happen if Omx or alphas large at early times) - * and solve radiation-scalar system together. - * We make the assumption that wx=1/3 and OmX is constant and constant alphas. - * Parameters smaller c.f. others can change in time. - * Scalar field can give rise to mode faster than standard adiabatic, which we test for and reject. - * Note that the scalar affects the gravitational potentials here, - * so we recompute eta and the velocities of the UR matter - * - * 2) Single clock - * v_X = delta_phi/phi_dot - * phi(t,x) = phi(tau+delta tau(x)) - * This leads to very simple expressions: - * v_X = delta tau = delta_cdm/a_prime_over_a and v_X_prime = 0 - * - * 3) kineticity only IC: Vx = (k tau)^2 - * from Vx'' = 2 (a H)^2 Vx - * - * 4) zero IC: Vx = 0, Vx'= 0. Good for checking the relevance of ICs. - * - * 5) ext_field_attr: External-field Attractor - * This assumes that OmX and all the alphas are small initially, - * so we are allowed arbitrary w. The scalar does not influence - * the gravitational potentials early on (i.e. evolves in an external field), so we only need to set the - * initial condition for Vx but not the other fields. - * Appropriate for usual MG with no contribution at early times. - */ - - - - if (ppt->pert_initial_conditions_smg == gravitating_attr) - { - /* ICs in case of large alphas in RD, when the scalar field affects the gravitational field. - * Exact for constant alpha models. We are allowed large Omx provided w=1/3 (tracker). - * In principle, can use for general alpha/Omx, but the expressions miss contributions from w!=1/3, - * so the amplitude will be somewhat off. - * Large alphas => large fifth forces, which can backreact on gravitiational potential. - * General soluton has - - h = (k tau)^(2+dnh); Vx = amplitude * (k tau)^2 tau^dnv - - * If run=0, there is a solution with dnh = dnv = 0, but there may be faster-growing modes, - * which will end up dominating and do not conserve curvature superhorizon. - * We have already checked for their presence at some fiducial z_ref (line ~210) and failed - * if this is the case. - * - * If we have got this far, then we let perturbations run, since any instability would - * have apeared as a rusult of evolving alphas after the z_ref test above. - * We recompute the power law in case the values of alphas have changed. - * - * If run!=0, no conservation of zeta (at best approximate) or polynomial attractor. - * For small enough run, dnh!=dnv!=0 and we can find an approximate solution. - * Note that zeta is not conserved when Planck mass evolves! - */ - - // Calculate the coefficients of polynomial for exponent of the h and Vx evolution: - // These parts are common to the coefficients coming from both the Vx and h equations. - - // Note: The denominators in the expressions below can be zero. We try to trap this and regulate. - // We assume that M*^2>0 and D>0 which are tested for in the background routine. - // Doing this gives wrong ICs, but it's better than segmentation faults. - - // declare additional vars for grac attr initial conditions - double A_Vx_smg, A_v_nu_smg, A_sigma_nu_smg, A1_eta_smg, A2_eta_smg; - double n_nosource_smg, n_fastest_smg, dnv, dnh, dn, eps_smg; - double c0, c1, c2, c3, c0hp, c1hp, c2hp, c0vp, c1vp, c2vp; - double sols[3]; - double den1,den2, ic_regulator_smg; - int complex,i; - - - - ic_regulator_smg = ppr->pert_ic_regulator_smg; //read in the minimum size that will get regulated - ic_regulator_smg *= fabs(kin)+fabs(bra)+fabs(ten); //scale it to be proportional to the alphas - - c3 = 1.; - - c2 = 5. + 2.*run; - - den1 = (3*bra*ten + kin*(2 + ten)); - if(ic_regulator_smg>0 && (fabs(den1)0 is expressed purely as an ODE for Vx vs the ODE for h. - // The corrections to the above are below. - - den2 = ((-6*bra*(1 + DelM2) + pow(bra,2)*(1 + DelM2) + 8*(DelM2 + Omx))*(4*(DelM2 + Omx) - 2*(2 + DelM2 - Omx)*ten + - bra*(1 + DelM2)*(1 + ten))); - if(ic_regulator_smg>0 && (fabs(den2)0 && (fabs(den2)0 && (fabs(den2)0 && (fabs(den2)perturbations_verbose > 6) - printf("Mode k=%e: ICs: grows with tau^3+nv with approx. nv=%f, while h -- with nh=%f at a=%e. dM=%f\n",k,dnv,dnh,a,DelM2); - - // Now we can set the initial ratio of amplitudes for Vx and h.The expression is left with dnh/dnv terms implicit. - - // The amplitude of Vx and other field seems to be better approximated by using a weighed average - // between dnh and dnv, instead of the initial estimate. Store the dnv in dn for setting V_prime. - // Note that this is totally empirical. - - dn=dnv; - dnv=(2*dnv+3*dnh)/5.; - - den2 = (2.*(3*pow(bra,3)*(2*(2 + run)* - (3 + 2*run - 3*ten) + pow(dnv,3)*(2 + ten) + pow(dnv,2)*(16 + 7*ten + run*(3 + ten)) + - dnv*(36 + pow(run,2) + 10*ten + run*(16 + 3*ten))) + pow(bra,2)*(6*pow(dnv,3)*(run - ten) - - dnv*kin*(2 + run)*(1 + ten) + 6*pow(dnv,2)*(-4*Omx + pow(run,2) - run*(-5 + ten) - (5 + 2*Omx)*ten) + - 6*dnv*(-12 + 2*(-5 + Omx)*run + pow(run,2) + (-3 + 2*Omx)*run*ten - 2*Omx*(8 + 3*ten)) - - 4*(54 + 12*Omx + 21*pow(run,2) - 6*(9 + Omx)*ten + kin*(2 + run)*(1 + ten) - - 3*run*(-29 + 4*Omx + (6 + 4*Omx)*ten))) + 2*bra*((4 + dnv)*kin*(3*(2 + run)*(1 + ten) + - pow(dnv,2)*(2 + ten) + dnv*(8 + 3*ten + run*(3 + ten))) + 12*((-1 + 8*Omx + dnv*(-1 + 2*Omx))* - pow(run,2) + 6*Omx*(4 - 3*ten) + dnv*(4*Omx + 3*ten - 5*Omx*ten) + run*(4 + 22*Omx + 3*ten - - 12*Omx*ten + dnv*(-3 + 7*Omx + ten - 2*Omx*ten)))) + 4*(pow(dnv,3)*kin*(run - ten) + - pow(dnv,2)*kin*(-4*Omx + pow(run,2) - run*(-5 + ten) - 5*ten - 2*Omx*ten) - 8*(Omx*(kin + 12*Omx)*run + - (-3 + 6*Omx)*pow(run,2) + (3 + (-6 + kin)*Omx)*run*ten + 2*Omx*(kin + 6*Omx + kin*ten - 3*Omx*ten)) + - 2*dnv*(-12*(-1 + Omx)*Omx*(run - ten) + kin*(2*pow(run,2) - 2*(5*Omx + ten + 3*Omx*ten) - - run*(-2 + Omx + (2 + Omx)*ten)))) + pow(DelM2,2)*(-96*(2 + run)*(2 + run - ten) + - 4*(4 + dnv)*kin*(pow(dnv,2)*(run - ten) - 2*(2 + run)*(1 + ten) + dnv*(-4 + run + pow(run,2) - 3*ten - - run*ten)) + 3*pow(bra,3)*(2*(2 + run)*(3 + 2*run - 3*ten) + pow(dnv,3)*(2 + ten) + - pow(dnv,2)*(16 + 7*ten + run*(3 + ten)) + dnv*(36 + pow(run,2) + 10*ten + run*(16 + 3*ten))) + - 2*bra*(pow(dnv,3)*kin*(2 + ten) + 12*(2 + run)*(12 + kin + 7*run - 9*ten + kin*ten) + - pow(dnv,2)*kin*(16 + 7*ten + run*(3 + ten)) + dnv*(12*(2 + run)*(2 + run - ten) + - kin*(38 + 15*run + 18*ten + 7*run*ten))) + pow(bra,2)*(6*pow(dnv,2)*(-4 + pow(run,2) - - run*(-5 + ten) - 7*ten) + 6*pow(dnv,3)*(run - ten) - 4*(2 + run)*(33 + kin + 21*run - 30*ten + kin*ten) - - dnv*(kin*(2 + run)*(1 + ten) + 6*(28 - pow(run,2) + 6*ten + run*(8 + ten))))) + 2*DelM2*(-48*(dnv*(-1 + Omx)* - (run - ten) + 2*Omx*(2 + run)*(2 + run - ten)) + 4*(4 + dnv)*kin*(pow(dnv,2)*(run - ten) - (1 + Omx)*(2 + run)* - (1 + ten) + dnv*(-2*(1 + Omx) + run + pow(run,2) - (2 + Omx)*ten - run*ten)) + 3*pow(bra,3)*(2*(2 + run)* - (3 + 2*run - 3*ten) + pow(dnv,3)*(2 + ten) + pow(dnv,2)*(16 + 7*ten + run*(3 + ten)) + dnv*(36 + pow(run,2) + - 10*ten + run*(16 + 3*ten))) + pow(bra,2)*(6*pow(dnv,3)*(run - ten) - dnv*kin*(2 + run)*(1 + ten) + - 6*pow(dnv,2)*(-2*(1 + Omx) + pow(run,2) - run*(-5 + ten) - (6 + Omx)*ten) + 6*dnv*(-4*(5 + 2*Omx) + pow(run,2) - - 3*(1 + Omx)*ten + run*(-9 + Omx + (-2 + Omx)*ten)) - 4*(60 + 6*Omx + 21*pow(run,2) - 57*ten - 3*Omx*ten + - kin*(2 + run)*(1 + ten) - 3*run*(-27 + 2*Omx + 2*(4 + Omx)*ten))) + 2*bra*(pow(dnv,3)*kin*(2 + ten) + - pow(dnv,2)*kin*(16 + 7*ten + run*(3 + ten)) + 12*((3 + 4*Omx)*pow(run,2) + kin*(2 + run)*(1 + ten) - - 3*(1 + Omx)*(-4 + 3*ten) + run*(15 + 11*Omx - 3*ten - 6*Omx*ten)) + dnv*(6*(4 + 4*Omx + run + - 2*Omx*pow(run,2) + Omx*run*(7 - 2*ten) + ten - 5*Omx*ten) + kin*(38 + 18*ten + run*(15 + 7*ten))))))); - - if(ic_regulator_smg>0 && (fabs(den2)0 && (fabs(den1)0 && (fabs(den2)curvature_ini * (1. + A2_eta_smg/A1_eta_smg*ktau_two); - - if(ppt->perturbations_verbose > 8) - printf(" ampl = %e, eta A1 = %e (%e), A2 = %e (%e), ktau^2 = %e, curv = %e \n",amplitude,A1_eta_smg,1.,A2_eta_smg, - -1./12./(15.+4.*fracnu)*(5.+4.*s2_squared*fracnu - (16.*fracnu*fracnu+280.*fracnu+325)/10./(2.*fracnu+15.)*tau*om), - ktau_two, ppr->curvature_ini ); - - // Initial conditions for MG scalar assuming that we have standard adiabatic attractor - // Note thatthe derivative is set using the real dnv calculated initially. - - ppw->pv->y[ppw->pv->index_pt_vx_smg] = 0.5*amplitude*ktau_two*tau*(ppr->curvature_ini)/A1_eta_smg; - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = (3+dn)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_vx_smg]; - - - // Correct all shear-free species by reducing amplitude by A1_eta_smg and the velocities for dn - - ppw->pv->y[ppw->pv->index_pt_delta_g] /= A1_eta_smg; - ppw->pv->y[ppw->pv->index_pt_theta_g] /= A1_eta_smg/3*(3+dnh); - ppw->pv->y[ppw->pv->index_pt_delta_b] /= A1_eta_smg; - ppw->pv->y[ppw->pv->index_pt_theta_b] /= A1_eta_smg/3*(3+dnh); - if (pba->has_cdm == _TRUE_) - ppw->pv->y[ppw->pv->index_pt_delta_cdm] /= A1_eta_smg; - if (pba->has_dcdm == _TRUE_) - ppw->pv->y[ppw->pv->index_pt_delta_dcdm] /= A1_eta_smg; - if (pba->has_fld == _TRUE_) { - ppw->pv->y[ppw->pv->index_pt_delta_fld] /= A1_eta_smg; - ppw->pv->y[ppw->pv->index_pt_theta_fld] /= A1_eta_smg/3*(3+dnh); - } - if (pba->has_scf == _TRUE_) { - ppw->pv->y[ppw->pv->index_pt_phi_scf] /= A1_eta_smg; - ppw->pv->y[ppw->pv->index_pt_phi_prime_scf] /= A1_eta_smg/3*(3+dnh); - } - - if ((pba->has_ur == _TRUE_) || (pba->has_ncdm == _TRUE_) || (pba->has_dr == _TRUE_)) { - // Species with shear have a corrected initial condition - - A_v_nu_smg = (amplitude*(-(bra*(1 + DelM2)*(4 + dnv)) + 4*(DelM2 + Omx)))/(30*(1 + DelM2) + - 5*(1 + DelM2)*dnv*(5 + dnv) - 8*fracnu*(-1 + Omx)) + (-9*(1 + DelM2)*dnh*(5 + dnh) + - 8*fracnu*(-1 + Omx) - 2*(23 + 27*DelM2 + 4*Omx))/(12.*(3 + dnh)*(30*(1 + DelM2) + - 5*(1 + DelM2)*dnh*(5 + dnh) - 8*fracnu*(-1 + Omx))); - - A_sigma_nu_smg = (amplitude*(3 + dnv)*(bra*(1 + DelM2)*(4 + dnv) - 4*(DelM2 + Omx)))/(30*(1 + DelM2) + - 5*(1 + DelM2)*dnv*(5 + dnv) - 8*fracnu*(-1 + Omx)) + ((1 + DelM2)*dnh*(5 + dnh) + - 2*(2 + 3*DelM2 + Omx))/(3.*(30*(1 + DelM2) + 5*(1 + DelM2)*dnh*(5 + dnh) - - 8*fracnu*(-1 + Omx))); - - - - delta_ur = ppw->pv->y[ppw->pv->index_pt_delta_g]; /* has already been rescaled above! */ - - theta_ur = A_v_nu_smg/A1_eta_smg* k*ktau_three* ppr->curvature_ini; - // /36./(4.*fracnu+15.) * (4.*fracnu+11.+12.*s2_squared-3.*(8.*fracnu*fracnu+50.*fracnu+275.)/20./(2.*fracnu+15.)*tau*om) * ppr->curvature_ini * s2_squared; /* velocity of ultra-relativistic neutrinos/relics, modified */ //TBC - - shear_ur = A_sigma_nu_smg/A1_eta_smg* ktau_two * ppr->curvature_ini; - // /(45.+12.*fracnu) * (3.*s2_squared-1.) * (1.+(4.*fracnu-5.)/4./(2.*fracnu+15.)*tau*om) * ppr->curvature_ini;//TBC /s2_squared; /* shear of ultra-relativistic neutrinos/relics */ //TBC:0 - - //TODO: needs to be modified? - l3_ur = ktau_three/A1_eta_smg*2./7./(12.*fracnu+45.)* ppr->curvature_ini;//ILS - - if(ppt->perturbations_verbose > 8) - printf(" fracnu = %e, A_v_nu = %e (%e), A_sigma_nu = %e (%e), th_ur/th_g = %e, Vx/vm = %e\n", fracnu, A_v_nu_smg, - -1./36./(4.*fracnu+15.) * (4.*fracnu+11.+12.*s2_squared-3.*(8.*fracnu*fracnu+50.*fracnu+275.)/20./(2.*fracnu+15.)*tau*om), - A_sigma_nu_smg, - 1./(45.+12.*fracnu) * (3.*s2_squared-1.) * (1.+(4.*fracnu-5.)/4./(2.*fracnu+15.)*tau*om), - theta_ur/ppw->pv->y[ppw->pv->index_pt_theta_g],k*k*ppw->pv->y[ppw->pv->index_pt_vx_smg]/ppw->pv->y[ppw->pv->index_pt_theta_g]); - if(pba->has_dr == _TRUE_) delta_dr = delta_ur; - }// end neutrino part - if(ppt->perturbations_verbose > 5) - printf("Mode k=%e: Adiabatic mode gravitating_attr IC for early smg: ",k); - - } //end of gravitation_attr ICs - - if (ppt->pert_initial_conditions_smg == kin_only) - { - ppw->pv->y[ppw->pv->index_pt_vx_smg] = ktau_two * dt; - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = 2 * k * k * tau * dt; - if (ppt->perturbations_verbose > 5) - printf("Mode k=%e: Adiabatic mode kin_only IC for smg: ", k); - } - - if (ppt->pert_initial_conditions_smg == single_clock) - { - // single_clock IC given with respect to photons (because there are always photons) - ppw->pv->y[ppw->pv->index_pt_vx_smg] = -1 / (4. * ppw->pvecback[pba->index_bg_H]) * ppw->pv->y[ppw->pv->index_pt_delta_g]; - // Single clock IC => v_x^prime = 0 - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = 0.; - if (ppt->perturbations_verbose > 5) - printf("Mode k=%e: Adioabatic mode single clock IC for smg: ", k); - } - - if (ppt->pert_initial_conditions_smg == zero) - { - ppw->pv->y[ppw->pv->index_pt_vx_smg] = 0.; - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = 0. ; - - if(ppt->perturbations_verbose > 5) - printf("Mode k=%e: Aduabatic model zero IC for smg: ",k); - } - - if (ppt->pert_initial_conditions_smg == ext_field_attr) - { - - - nexpo=2; // h = C tau^2 - - - calc_extfld_ampl(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, - l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, - &litude); - - ppw->pv->y[ppw->pv->index_pt_vx_smg] = amplitude*ktau_two*tau*(ppr->curvature_ini); - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_vx_smg]; - - - if(ppt->perturbations_verbose > 5) - printf("Mode k=%e: Adiabatic mode ext_field_attr IC for smg: ",k); - - - }// End external-field attractor ICs - - - vx_smg = ppw->pv->y[ppw->pv->index_pt_vx_smg]; - vxp_smg = ppw->pv->y[ppw->pv->index_pt_vx_prime_smg]; - delta_rho_r = rho_r * ppw->pv->y[ppw->pv->index_pt_delta_g]; - - } //end adiabatic mode dynamical ICs for smg - - else - { - // Adiabatic mode Quasi-Static initial conditions - - /* We reach here if initialisation for a mode happens in quasi-static conditions. - Before, we already have made sure that the initialisation happens early enough so that - all modes are either quasi-static or dynamical. Here we test that if they are QS, the initial - superhorizon configuration is not too different from GR. If it were, then we can't trust - that the curvature perturbation is conserved and therefore cannot connect - the amplitude at initialisation with that of primordial power spectrum. - - Roughly, the QS solution for V_X is given by - - ((D cs^2 k^2 +M^2 a^2 )V_X_QS = coeff1 * k^2 eta + coeff2 * delta_rad - - while the effect of this is given by the (0i) Einstein equation - - eta' = theta_rad + coeff3* V_X - - We know that the standard solution for eta' is k^2*tau, so we will require that the QS solution - at the scale of initialisation is no more than an order 1 correction to that. If this test is failed - then quit with error. If it is passed, we don't actually change any ICs, since all matter species are standard - and the Vx/Vx' are assigned in perturb_einstein - */ - - double delta_g = 0., delta_rho = 0., delta_rho_r = 0., delta_p = 0; - double rho_plus_p_theta = 0., rho_plus_p_theta_r = 0.; - double contribfromvx = 0., contribfromtheta = 0., contribratio = 0.; - - // Approximate that all radiation has same delta/theta as photons and that pressure is 1/3 of radiation density - - delta_g = ppw->pv->y[ppw->pv->index_pt_delta_g]; - delta_rho = rho_r * delta_g; - delta_rho_r = delta_rho; - delta_p = delta_rho / 3.; - rho_plus_p_theta = 4. / 3. * rho_r * ppw->pv->y[ppw->pv->index_pt_theta_g]; - rho_plus_p_theta_r = rho_plus_p_theta; - - // Below QS equations are copied from perturb_einstein: make sure any changes there are reflected - // QS-IC-change - - vx_smg = (4. * cs2num * pow(k, 2) * M2 * eta + 6. * l2 * delta_rho * pow(a, 2) + - ((-2.) + bra) * 9. * bra * delta_p * pow(a, 2)) * - 1. / 4. * pow(H, -1) * pow(M2, -1) * pow(a, -1) * pow(cs2num * pow(k, 2) + (-4.) * pow(H, 2) * l8 * pow(a, 2), -1); - - g1 = cs2num * pow(k / (a * H), 2) - 4. * l8; - - g2 = (2. - bra) * (g1 + (3. * bra + kin) * bra * rho_r * pow(H, -2) * pow(M2, -1) - - bra * cs2num * pow(k / (a * H), 2) / 2.) / 2. - 3. / 4. * (3. * bra + kin) * (rho_tot + p_tot) * - pow(H, -2) * l2 * pow(M2, -1); - - g3 = -(2. * (2. - bra) * bra * rho_r - 3. * (rho_tot + p_tot) * l2) * (18. - 18. * (rho_tot + p_tot) * pow(H, -2) * pow(M2, -1) - 15. * bra - 2. * kin + 9. * (2. - bra) * (p_tot + p_smg) * pow(H, -2) - - 2. * bra * pow(k / (a * H), 2)) * pow(H, -2) * pow(M2, -1) + 2. * (2. - bra) * cs2num * (5. - bra - 3. * (rho_tot + p_tot) * pow(M2, -1) * pow(H, -2) + 9. * (p_tot + p_smg) * pow(H, -2)) * pow(k / (a * H), 2) + - 4. * (2. - bra) * (pow(k / (a * H), 2) * cs2num_p - 4. * l8_p) / (a * H); - - vxp_smg = 3. / 2. * (pow(2. - bra, 2) * bra * pow(H, -2) * pow(M2, -1) * delta_rho_r + - (3. / 2. * (2. - bra) * cs2num * (p_tot + p_smg) * pow(H, -2) - pow(H, -2) * l2 * (p_tot + rho_tot) / M2 + - (2. - bra) * pow(H, -1) * cs2num_p / a / 3. + (2. - bra) * cs2num / 2. - cs2num * g3 / g1 / 12. + - 2. / 3. * (2. - bra) * bra * rho_r * pow(H, -2) / M2) * pow(k / (a * H), 2) * eta + (2. - bra) * (cs2num - l2) * pow(M2 * a, -1) * pow(H, -3) * rho_plus_p_theta / 2. + - 3. / 2. * (2. - bra) * ((2. - bra) * (-7. + 2. * run) / 4. * bra + 1. / 8. * bra * g3 / g1 - l2 - - 9. / 4. * (2. - bra) * bra * (p_tot + p_smg) * pow(H, -2) - (1. - bra) * pow(a * H, -1) * bra_p) * pow(H, -2) * pow(M2, -1) * delta_p + - ((2. - bra) * bra * rho_r * pow(H, -2) * pow(M2, -1) - g3 / g1 * l2 / 8. - (6. * rho_tot / M2 - (2. - bra - 4. * run + 2. * bra * run) * pow(H, 2)) / 4. * pow(H, -2) * l2 - - 3. / 4. * (2. / M2 - 6. + 3. * bra) * pow(H, -2) * l2 * p_tot + 9. / 4. * (2. - bra) * pow(H, -2) * l2 * p_smg + (2. - bra) / 2. * pow(H, -1) * l2_p * pow(a, -1)) * pow(M2, -1) * pow(H, -2) * delta_rho + - pow(2. - bra, 2) * bra * pow(H, -3) * pow(M2 * a, -1) * rho_plus_p_theta_r / 4.) * pow(g2, -1); - - // Now test to make sure that vx_QS contribution to (0i) equation is small compared with that from radiation - // If fail -> quit - - contribfromvx = a * H / 2. * bra * vxp_smg + (a * Hprime + pow(a_prime_over_a, 2) / 2. * bra + - 3. * a * a / (2. * M2) * 4. / 3. * rho_r) * vx_smg; - contribfromtheta = 3. * a * a * rho_plus_p_theta / (2. * k * k * M2); - contribratio = fabs(contribfromvx / contribfromtheta); - - class_test(ppr->pert_qs_ic_tolerance_test_smg > 0 && (contribratio > ppr->pert_qs_ic_tolerance_test_smg), - ppt->error_message, - "\n Cannot set adiabatic initial conditions for smg pertubations: quasi-static configuration with large correction of gravity required superhorizon. Loss of connection to priordial power spectrum. \n"); - - // If contribratio small enough, don't fail and start evolving perturbations. - // vx/vxp get set in perturbeinstein! - - if (ppt->perturbations_verbose > 5) - { - printf("\nMode k=%e: Quasi-static ICs for smg: ", k); - } - }; - - //print the scalar's IC values, whatever the ICs - if(ppt->perturbations_verbose > 5) - printf(" Vx = %e, Vx'= %e \n", vx_smg,vxp_smg); - - //Define initial condition for h^\prime evolved from the Einstein trace equation - ppw->pv->y[ppw->pv->index_pt_h_prime_from_trace_smg] = (-4. * pow(H, -1) * pow(k, 2) * eta / a - 6. * pow(H, -1) * pow(M2, -1) * delta_rho_r * a + 2. * H * (3. * bra + kin) * vxp_smg * a + (2. * bra * pow(k, 2) + (-18. + 15. * bra + 2. * kin) * rho_smg * pow(a, 2) + (-18. * DelM2 + 15. * bra * M2 + 2. * kin * M2) * rho_tot * pow(M2, -1) * pow(a, 2) + (-2. * DelM2 + bra * M2) * 9. * pow(M2, -1) * p_tot * pow(a, 2) + 9. * (-2. + bra) * p_smg * pow(a, 2)) * vx_smg) * pow(-2. + bra, -1); - - } // end SMG adiabatic ICs - } //end adiabatic ICs + class_call( + perturbations_adiabatic_ic_smg(ppr, pba, ppt, ppw, &eta, &delta_ur, &theta_ur, &shear_ur, &l3_ur, &delta_dr, tau, k, fracnu, om, rho_r), + ppt->error_message, + ppt->error_message + ); + } + } /* isocurvature initial conditions taken from Bucher, Moodely, Turok 99, with just a different normalization convention for @@ -5152,47 +5643,21 @@ int perturb_initial_conditions(struct precision * ppr, also checked that for bi,cdi,nid, everything coincides exactly with the CAMB formulas. */ - /* SMG and isocurvature: - * if we have "zero" or "single_clock" ICs for SMG, then leave vx - and vxp at the initalisation value of 0 - and let it find a proper solution. - * grav_attr isocurvature would backreact and has NOT been implemented. - We have already failed earlier if it is asked for. - - * Only need to implement ext_field_attr. - We assume that there is no backreaction of vx onto the other species - and therefore the other species' isocurvature ICs do not change. - However, vx is determined by a particular solution of the - evolution equation with a source h scaling with a different exponent - for each isocurvature mode type - - We only take the leading-order power-law in om - since we start very deep in RD - - The calc_extfld_ampl function produces the amplitude for v_X - on the assumption that the normalisation is h = 1/2 * tau^n - We correct for this normalisation by using coeff_isocurv_smg - defining is according to the normalisation in BMT99 - adjusted for the CLASS redefinition. However, for NID and NIV, - we need to find the leading order term in h which is not - from fracb - - TODO: In principle should also test if sg is initialised as QS whether gravity is modified already, just like - we do for adiabatic modes. - TODO: Gravitating attractor isocurvature modes. - - - */ - - /** - --> (b.2.) Cold dark matter Isocurvature */ if ((ppt->has_cdi == _TRUE_) && (index_ic == ppt->index_ic_cdi)) { + class_test((pba->has_idr == _TRUE_), + ppt->error_message, + "only adiabatic ic in presence of interacting dark radiation"); + class_test(pba->has_cdm == _FALSE_, ppt->error_message, "not consistent to ask for CDI in absence of CDM!"); + class_test((pba->has_idm == _TRUE_), + ppt->error_message, + "only adiabatic ic in presence of interacting dark matter"); ppw->pv->y[ppw->pv->index_pt_delta_g] = ppr->entropy_ini*fraccdm*om*tau*(-2./3.+om*tau/4.); ppw->pv->y[ppw->pv->index_pt_theta_g] = -ppr->entropy_ini*fraccdm*om*ktau_two/12.; @@ -5208,40 +5673,27 @@ int perturb_initial_conditions(struct precision * ppr, shear_ur = -ppr->entropy_ini*fraccdm*ktau_two*tau*om/6./(2.*fracnu+15.); } - eta = -ppr->entropy_ini*fraccdm*om*tau*(1./6.-om*tau/16.); - - if((pba->has_smg == _TRUE_)&&(ppt->pert_initial_conditions_smg==ext_field_attr)&&(qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) - //only set ICs for smg if have smg, we are in exernal field attractor and we are *not* quasi-static - { - - nexpo= 1; - - coeff_isocurv_smg = ppr->entropy_ini*fraccdm*om; - - class_call(calc_extfld_ampl(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, - l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, - &litude), - ppt->error_message,ppt->error_message); - amplitude *=2; //calc_extfld_ampl assumes h normalised to 1/2 - - ppw->pv->y[ppw->pv->index_pt_vx_smg] = amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_vx_smg]; + eta = -ppr->entropy_ini*fraccdm*om*tau*(1./6.-om*tau/16.); - if(ppt->perturbations_verbose > 5) - { - printf("Mode k=%e: CDI mode ext_field_attr IC for smg: ",k); - printf(" Vx = %e, Vx'= %e \n",ppw->pv->y[ppw->pv->index_pt_vx_smg],ppw->pv->y[ppw->pv->index_pt_vx_prime_smg]); - } + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_isocurvature_cdm_ic_smg(ppr, pba, ppt, ppw, tau, k, fraccdm, om), + ppt->error_message, + ppt->error_message + ); } - } /** - --> (b.3.) Baryon Isocurvature */ if ((ppt->has_bi == _TRUE_) && (index_ic == ppt->index_ic_bi)) { + class_test((pba->has_idr == _TRUE_), + ppt->error_message, + "only adiabatic ic in presence of interacting dark radiation"); + ppw->pv->y[ppw->pv->index_pt_delta_g] = ppr->entropy_ini*fracb*om*tau*(-2./3.+om*tau/4.); ppw->pv->y[ppw->pv->index_pt_theta_g] = -ppr->entropy_ini*fracb*om*ktau_two/12.; @@ -5264,31 +5716,12 @@ int perturb_initial_conditions(struct precision * ppr, eta = -ppr->entropy_ini*fracb*om*tau*(1./6.-om*tau/16.); - if((pba->has_smg == _TRUE_)&&(ppt->pert_initial_conditions_smg==ext_field_attr)&&(qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) - //only set ICs for smg if have smg, we are in exernal field attractor and we are *not* quasi-static - { - nexpo=1; - - - - coeff_isocurv_smg = ppr->entropy_ini*fracb*om; - - class_call(calc_extfld_ampl(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, - l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, - &litude), - ppt->error_message,ppt->error_message); - amplitude *=2; //calc_extfld_ampl assumes h normalised to 1/2. - - ppw->pv->y[ppw->pv->index_pt_vx_smg] = amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_vx_smg]; - - - - if(ppt->perturbations_verbose > 5) - { - printf("Mode k=%e: BI mode ext_field_attr IC for smg: ",k); - printf(" Vx = %e, Vx'= %e \n",ppw->pv->y[ppw->pv->index_pt_vx_smg],ppw->pv->y[ppw->pv->index_pt_vx_prime_smg]); - } + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_isocurvature_b_ic_smg(ppr, pba, ppt, ppw, tau, k, fracb, om), + ppt->error_message, + ppt->error_message + ); } } @@ -5301,6 +5734,9 @@ int perturb_initial_conditions(struct precision * ppr, ppt->error_message, "not consistent to ask for NID in absence of ur or ncdm species!"); + class_test((pba->has_idr == _TRUE_), + ppt->error_message, + "only adiabatic ic in presence of interacting dark radiation"); ppw->pv->y[ppw->pv->index_pt_delta_g] = ppr->entropy_ini*fracnu/fracg*(-1.+ktau_two/6.); ppw->pv->y[ppw->pv->index_pt_theta_g] = -ppr->entropy_ini*fracnu/fracg*k*k*tau*(1./4.-fracb/fracg*3./16.*om*tau); @@ -5320,46 +5756,14 @@ int perturb_initial_conditions(struct precision * ppr, eta = -ppr->entropy_ini*fracnu/(4.*fracnu+15.)/6.*ktau_two; - if((pba->has_smg == _TRUE_)&&(ppt->pert_initial_conditions_smg==ext_field_attr)&&(qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) - //only set ICs for smg if have smg, we are in exernal field attractor and we are *not* quasi-static - { - // Dominant higher-order correction to BMT99 in the limit fracb*om*tau<<(k*tau)^2: - // h = -fracnu/(36*(15+4*fracnu)) * (k*tau)^4 - - nexpo=3; - - coeff_isocurv_smg = ppr->entropy_ini * fracb*fracnu/fracg/10.*k*k * om/4; - - class_call(calc_extfld_ampl(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, - l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, - &litude), - ppt->error_message,ppt->error_message); - amplitude *=2; //calc_extfld_ampl assumes h normalised to 1/2 - - ppw->pv->y[ppw->pv->index_pt_vx_smg] = amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_vx_smg]; - - nexpo=4; //next-order term (tau^4) similar in size for h as tau^3 if start late - - coeff_isocurv_smg = ppr->entropy_ini * k*k*fracnu/1152.* - (-32.*k*k/(15.+4.*fracnu)- 9.*fracb*(fracb+fracg)*om*om/fracg/fracg); - - class_call(calc_extfld_ampl(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, - l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, - &litude), - ppt->error_message,ppt->error_message); - amplitude *=2; //calc_extfld_ampl assumes h normalised to 1/2 - - ppw->pv->y[ppw->pv->index_pt_vx_smg] += amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] += (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_vx_smg]; - - - if(ppt->perturbations_verbose > 5) - { - printf("Mode k=%e: NID mode ext_field_attr IC for smg: ",k); - printf(" Vx = %e, Vx'= %e \n", ppw->pv->y[ppw->pv->index_pt_vx_smg],ppw->pv->y[ppw->pv->index_pt_vx_prime_smg]); - } + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_isocurvature_urd_ic_smg(ppr, pba, ppt, ppw, tau, k, fracnu, fracg, fracb, om), + ppt->error_message, + ppt->error_message + ); } + } /** - --> (b.5.) Neutrino velocity Isocurvature */ @@ -5370,6 +5774,10 @@ int perturb_initial_conditions(struct precision * ppr, ppt->error_message, "not consistent to ask for NIV in absence of ur or ncdm species!"); + class_test((pba->has_idr == _TRUE_), + ppt->error_message, + "only adiabatic ic in presence of interacting dark radiation"); + ppw->pv->y[ppw->pv->index_pt_delta_g] = ppr->entropy_ini*k*tau*fracnu/fracg* (1. - 3./16.*fracb*(2.+fracg)/fracg*om*tau); /* small diff wrt camb */ @@ -5387,48 +5795,16 @@ int perturb_initial_conditions(struct precision * ppr, delta_ur = -ppr->entropy_ini*k*tau*(1.+3./16.*fracb*fracnu/fracg*om*tau); /* small diff wrt camb */ theta_ur = ppr->entropy_ini*3./4.*k*(1. - 1./6.*ktau_two*(4.*fracnu+9.)/(4.*fracnu+5.)); - //shear_ur = ppr->entropy_ini/(4.*fracnu+15.)*k*tau*(1. + 3.*om*tau*fracnu/(4.*fracnu+15.)); /* small diff wrt camb */ //Original CLASS - shear_ur = ppr->entropy_ini/(4.*fracnu+5.)*k*tau*(1. + 3.*om*tau*fracnu/(4.*fracnu+15.)); /* small diff wrt camb */ //ILS corrected 15->5 in the first denom - + shear_ur = ppr->entropy_ini/(4.*fracnu+15.)*k*tau*(1. + 3.*om*tau*fracnu/(4.*fracnu+15.)); /* small diff wrt camb */ eta = ppr->entropy_ini*fracnu*k*tau*(-1./(4.*fracnu+5.) + (-3./64.*fracb/fracg+15./4./(4.*fracnu+15.)/(4.*fracnu+5.)*om*tau)); /* small diff wrt camb */ - if((pba->has_smg == _TRUE_)&&(ppt->pert_initial_conditions_smg==ext_field_attr)&&(qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) - //only set ICs for smg if have smg, we are in exernal field attractor and we are *not* quasi-static - { - - nexpo=2; - - coeff_isocurv_smg = ppr->entropy_ini * 9./32. *k*om*fracnu*fracb/fracg; - - class_call(calc_extfld_ampl(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, - l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, - &litude), - ppt->error_message,ppt->error_message); - amplitude *=2; //calc_extfld_ampl assumes h normalised to 1/2 - - ppw->pv->y[ppw->pv->index_pt_vx_smg] = amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] = (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_vx_smg]; - - nexpo=3; //next-order term (tau^3) similar in size for h as tau^2 if start late - - coeff_isocurv_smg = ppr->entropy_ini * fracnu * - ( -3.*om*om*k/160.*fracb*(3*fracb+5*fracg)/fracg/fracg -4*k*k*k/15./(5.+4.*fracnu) ); - - class_call(calc_extfld_ampl(nexpo, kin, bra, dbra, run, ten, DelM2, Omx, wx, - l1, l2, l3, l4, l5, l6,l7,l8, cs2num, Dd, ppr->pert_ic_regulator_smg, - &litude), - ppt->error_message,ppt->error_message); - amplitude *=2; //calc_extfld_ampl assumes h normalised to 1/2 - - ppw->pv->y[ppw->pv->index_pt_vx_smg] += amplitude*coeff_isocurv_smg*pow(tau,nexpo+1); - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] += (nexpo+1)*a*ppw->pvecback[pba->index_bg_H]*ppw->pv->y[ppw->pv->index_pt_vx_smg]; - - if(ppt->perturbations_verbose > 5) - { - printf("Mode k=%e: NIV mode ext_field_attr IC for smg: ",k); - printf(" Vx = %e, Vx'= %e \n",ppw->pv->y[ppw->pv->index_pt_vx_smg],ppw->pv->y[ppw->pv->index_pt_vx_prime_smg]); - } + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_isocurvature_urv_ic_smg(ppr, pba, ppt, ppw, tau, k, fracnu, fracg, fracb, om), + ppt->error_message, + ppt->error_message + ); } } @@ -5438,6 +5814,22 @@ int perturb_initial_conditions(struct precision * ppr, if (ppt->gauge == synchronous) { ppw->pv->y[ppw->pv->index_pt_eta] = eta; + + if(ppt->get_h_from_trace == _TRUE_) { // not only smg + // Define initial condition for h^\prime evolved from the Einstein trace equation + // We should take into account also matter density otherwise we get percent differences + /* TODO: think of adding all species in a more sysyematic way */ + double delta_rho_tot = + + rho_r * ppw->pv->y[ppw->pv->index_pt_delta_g] + + ppw->pvecback[pba->index_bg_rho_b]*ppw->pv->y[ppw->pv->index_pt_delta_b] + + ppw->pvecback[pba->index_bg_rho_cdm]*ppw->pv->y[ppw->pv->index_pt_delta_cdm]; + if(pba->has_smg == _TRUE_) { + perturbations_get_h_prime_ic_from_00_smg(pba, ppw, k, eta, delta_rho_tot); + } + else { + ppw->pv->y[ppw->pv->index_pt_h_prime_from_trace] = (2.*pow(k, 2)*eta + 3.*a*a*delta_rho_tot)/a/ppw->pvecback[pba->index_bg_H]; + } + } } @@ -5463,12 +5855,24 @@ int perturb_initial_conditions(struct precision * ppr, = [(4/3) (f_g theta_g + f_nu theta_nu) + (rho_m/rho_r) (f_b delta_b + f_cdm 0)] / (1 + rho_m/rho_r) */ - if (pba->has_cdm == _TRUE_) - delta_cdm = ppw->pv->y[ppw->pv->index_pt_delta_cdm]; - else if (pba->has_dcdm == _TRUE_) - delta_cdm = ppw->pv->y[ppw->pv->index_pt_delta_dcdm]; - else - delta_cdm=0.; + if (pba->has_cdm == _TRUE_) { + delta_cdm += ppw->pvecback[pba->index_bg_rho_cdm] * ppw->pv->y[ppw->pv->index_pt_delta_cdm]; + rho_cdm += ppw->pvecback[pba->index_bg_rho_cdm]; + } + if (pba->has_idm == _TRUE_) { + delta_cdm += ppw->pvecback[pba->index_bg_rho_idm] * ppw->pv->y[ppw->pv->index_pt_delta_idm]; + rho_cdm += ppw->pvecback[pba->index_bg_rho_idm]; + } + if (pba->has_dcdm == _TRUE_){ + delta_cdm += ppw->pvecback[pba->index_bg_rho_dcdm] * ppw->pv->y[ppw->pv->index_pt_delta_dcdm]; + rho_cdm += ppw->pvecback[pba->index_bg_rho_dcdm]; + } + + + if (rho_cdm > 0 ) { + delta_cdm /= rho_cdm; + fraccdm = rho_cdm/rho_m; + } // note: if there are no neutrinos, fracnu, delta_ur and theta_ur below will consistently be zero. @@ -5476,6 +5880,11 @@ int perturb_initial_conditions(struct precision * ppr, velocity_tot = ((4./3.)*(fracg*ppw->pv->y[ppw->pv->index_pt_theta_g]+fracnu*theta_ur) + rho_m_over_rho_r*fracb*ppw->pv->y[ppw->pv->index_pt_theta_b])/(1.+rho_m_over_rho_r); + if (ppt->has_idm_dr == _TRUE_ ) { + delta_tot += rho_m_over_rho_r*fracidm*ppw->pv->y[ppw->pv->index_pt_delta_idm]/(1.+rho_m_over_rho_r); + velocity_tot += rho_m_over_rho_r*fracidm*ppw->pv->y[ppw->pv->index_pt_theta_idm]/(1.+rho_m_over_rho_r); + } + alpha = (eta + 3./2.*a_prime_over_a*a_prime_over_a/k/k/s2_squared*(delta_tot + 3.*a_prime_over_a/k/k*velocity_tot))/a_prime_over_a; ppw->pv->y[ppw->pv->index_pt_phi] = eta - a_prime_over_a*alpha; @@ -5491,8 +5900,13 @@ int perturb_initial_conditions(struct precision * ppr, ppw->pv->y[ppw->pv->index_pt_theta_cdm] = k*k*alpha; } + if (pba->has_idm == _TRUE_){ + ppw->pv->y[ppw->pv->index_pt_delta_idm] -= 3.*a_prime_over_a*alpha; + ppw->pv->y[ppw->pv->index_pt_theta_idm] += k*k*alpha; + } + if (pba->has_dcdm == _TRUE_) { - ppw->pv->y[ppw->pv->index_pt_delta_dcdm] += (-3.*a_prime_over_a - a*pba->Gamma_dcdm)*alpha; + ppw->pv->y[ppw->pv->index_pt_delta_dcdm] -= (3.*a_prime_over_a + a*pba->Gamma_dcdm)*alpha; ppw->pv->y[ppw->pv->index_pt_theta_dcdm] = k*k*alpha; } @@ -5501,15 +5915,15 @@ int perturb_initial_conditions(struct precision * ppr, class_call(background_w_fld(pba,a,&w_fld,&dw_over_da_fld,&integral_fld), pba->error_message, ppt->error_message); - ppw->pv->y[ppw->pv->index_pt_delta_fld] += 3*(1.+w_fld)*a_prime_over_a*alpha; + ppw->pv->y[ppw->pv->index_pt_delta_fld] -= 3*(1.+w_fld)*a_prime_over_a*alpha; ppw->pv->y[ppw->pv->index_pt_theta_fld] += k*k*alpha; } /* scalar field: check */ if (pba->has_scf == _TRUE_) { alpha_prime = 0.0; - /* - 2. * a_prime_over_a * alpha + eta - - 4.5 * (a2/k2) * ppw->rho_plus_p_shear; */ + /* - 2. * a_prime_over_a * alpha + eta + - 4.5 * (a2/k2) * ppw->rho_plus_p_shear; */ ppw->pv->y[ppw->pv->index_pt_phi_scf] += alpha*ppw->pvecback[pba->index_bg_phi_prime_scf]; ppw->pv->y[ppw->pv->index_pt_phi_prime_scf] += @@ -5518,13 +5932,7 @@ int perturb_initial_conditions(struct precision * ppr, +ppw->pvecback[pba->index_bg_phi_prime_scf]*alpha_prime); } - /* scalar field: TODO: add gauge transformations (when we add Newtonian gauge) */ - if ((pba->has_smg == _TRUE_) && (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0)) { - ppw->pv->y[ppw->pv->index_pt_vx_smg] += 0.; - ppw->pv->y[ppw->pv->index_pt_vx_prime_smg] += 0.; - } - - if ((pba->has_ur == _TRUE_) || (pba->has_ncdm == _TRUE_) || (pba->has_dr == _TRUE_)) { + if ((pba->has_ur == _TRUE_) || (pba->has_ncdm == _TRUE_) || (pba->has_dr == _TRUE_) || (pba->has_idr == _TRUE_)) { delta_ur -= 4.*a_prime_over_a*alpha; theta_ur += k*k*alpha; @@ -5551,6 +5959,19 @@ int perturb_initial_conditions(struct precision * ppr, } + if (pba->has_idr == _TRUE_){ + if (ppw->approx[ppw->index_ap_rsa_idr]==(int)rsa_idr_off) { // TODO: check if needed? + ppw->pv->y[ppw->pv->index_pt_delta_idr] = delta_ur; + ppw->pv->y[ppw->pv->index_pt_theta_idr] = theta_ur; + if (ppt->idr_nature == idr_free_streaming){ + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off){ + ppw->pv->y[ppw->pv->index_pt_shear_idr] = shear_ur; + ppw->pv->y[ppw->pv->index_pt_l3_idr] = l3_ur; + } + } + } + } + if (pba->has_ncdm == _TRUE_) { idx = ppw->pv->index_pt_psi0_ncdm1; for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ @@ -5578,7 +5999,7 @@ int perturb_initial_conditions(struct precision * ppr, if (pba->has_dr == _TRUE_) { - f_dr = pow(pow(a/pba->a_today,2)/pba->H0,2)*ppw->pvecback[pba->index_bg_rho_dr]; + f_dr = pow(pow(a,2)/pba->H0,2)*ppw->pvecback[pba->index_bg_rho_dr]; ppw->pv->y[ppw->pv->index_pt_F0_dr] = delta_dr*f_dr; @@ -5596,111 +6017,111 @@ int perturb_initial_conditions(struct precision * ppr, if (_tensors_) { /** tensor initial conditions take into account the fact that - scalar (resp. tensor) \f$ C_l\f$'s are related to the real space - power spectrum of curvature (resp. of the tensor part of - metric perturbations) + scalar (resp. tensor) \f$ C_l\f$'s are related to the real space + power spectrum of curvature (resp. of the tensor part of + metric perturbations) - \f[ \ \ \sum_{ij} \f] + \f[ \ \ \sum_{ij} \f] - In momentum space it is conventional to use the modes R(k) - and h(k) where the quantity h obeying to the equation of - propagation: + In momentum space it is conventional to use the modes R(k) + and h(k) where the quantity h obeying to the equation of + propagation: - \f[ h'' + \frac{2a'}{a} h + [k2+2K] h = 12\pi Ga2 (\rho+p) \sigma = 8\pi Ga2 p \pi \f] + \f[ h'' + \frac{2a'}{a} h + [k2+2K] h = 12\pi Ga2 (\rho+p) \sigma = 8\pi Ga2 p \pi \f] - and the power spectra in real space and momentum space are related through: + and the power spectra in real space and momentum space are related through: - \f[ = \int \frac{dk}{k} \left[ \frac{k^3}{2\pi^2} \right] = \int \frac{dk}{k} \mathcal{P}_R(k) \f] - \f[\sum_{ij} = \frac{dk}{k} \left[ \frac{k^3}{2\pi^2} F\left(\frac{k^2}{K}\right) \right] = \int \frac{dk}{k} F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \f] + \f[ = \int \frac{dk}{k} \left[ \frac{k^3}{2\pi^2} \right] = \int \frac{dk}{k} \mathcal{P}_R(k) \f] + \f[\sum_{ij} = \frac{dk}{k} \left[ \frac{k^3}{2\pi^2} F\left(\frac{k^2}{K}\right) \right] = \int \frac{dk}{k} F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \f] - where \f$ \mathcal{P}_R\f$ and \f$ \mathcal{P}_h\f$ are the dimensionless spectrum of - curvature R, and F is a function of k2/K, where K is the curvature - parameter. F is equal to one in flat space (K=0), and coming - from the contraction of the laplacian eigentensor \f$ Q_{ij}\f$ with - itself. We will give F explicitly below. + where \f$ \mathcal{P}_R\f$ and \f$ \mathcal{P}_h\f$ are the dimensionless spectrum of + curvature R, and F is a function of k2/K, where K is the curvature + parameter. F is equal to one in flat space (K=0), and coming + from the contraction of the laplacian eigentensor \f$ Q_{ij}\f$ with + itself. We will give F explicitly below. - Similarly the scalar (S) and tensor (T) \f$ C_l\f$'s are given by + Similarly the scalar (S) and tensor (T) \f$ C_l\f$'s are given by - \f[ C_l^S = 4\pi \int \frac{dk}{k} [\Delta_l^S(q)]^2 \mathcal{P}_R(k) \f] - \f[ C_l^T = 4\pi \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \f] + \f[ C_l^S = 4\pi \int \frac{dk}{k} [\Delta_l^S(q)]^2 \mathcal{P}_R(k) \f] + \f[ C_l^T = 4\pi \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \f] - The usual convention for the tensor-to-scalar ratio - \f$ r = A_t / A_s \f$ at pivot scale - = 16 epsilon in single-field inflation - is such that for constant \f$ \mathcal{P}_R(k)\f$ and \f$ \mathcal{P}_h(k)\f$, + The usual convention for the tensor-to-scalar ratio + \f$ r = A_t / A_s \f$ at pivot scale + = 16 epsilon in single-field inflation + is such that for constant \f$ \mathcal{P}_R(k)\f$ and \f$ \mathcal{P}_h(k)\f$, - \f[ r = 6 \frac{\mathcal{P}_h(k)}{\mathcal{P}_R(k)} \f] + \f[ r = 6 \frac{\mathcal{P}_h(k)}{\mathcal{P}_R(k)} \f] - so + so - \f[ \mathcal{P}_h(k) = \frac{\mathcal{P}_R(k) r}{6} = \frac{A_s r}{6} = \frac{A_t}{6} \f] + \f[ \mathcal{P}_h(k) = \frac{\mathcal{P}_R(k) r}{6} = \frac{A_s r}{6} = \frac{A_t}{6} \f] - A priori it would make sense to say that for a power-law - primordial spectrum there is an extra factor \f$ (k/k_{pivot})^{n_t} \f$ - (and eventually running and so on and so forth...) + A priori it would make sense to say that for a power-law + primordial spectrum there is an extra factor \f$ (k/k_{pivot})^{n_t} \f$ + (and eventually running and so on and so forth...) - However it has been shown that the minimal models of - inflation in a negatively curved bubble lead to - \f$ \mathcal{P}_h(k)=\tanh(\pi*\nu/2)\f$. In open models it is customary to - define the tensor tilt in a non-flat universe as a deviation - from this behavior rather than from true scale-invariance in - the above sense. + However it has been shown that the minimal models of + inflation in a negatively curved bubble lead to + \f$ \mathcal{P}_h(k)=\tanh(\pi*\nu/2)\f$. In open models it is customary to + define the tensor tilt in a non-flat universe as a deviation + from this behavior rather than from true scale-invariance in + the above sense. - Hence we should have + Hence we should have - \f[ \mathcal{P}_h(k) = \frac{A_t}{6} [ \tanh(\pi*\frac{\nu}{2})] (k/k_{pivot})^{(n_t+...)}\f] + \f[ \mathcal{P}_h(k) = \frac{A_t}{6} [ \tanh(\pi*\frac{\nu}{2})] (k/k_{pivot})^{(n_t+...)}\f] - where the brackets \f[ [...] \f] mean "if K<0" + where the brackets \f[ [...] \f] mean "if K<0" - Then + Then - \f[ C_l^T = 4\pi \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \frac{A_t}{6} [\tanh(\pi*\frac{\nu}{2})] (k/k_{pivot})^{(n_t+...)} \f] + \f[ C_l^T = 4\pi \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \frac{A_t}{6} [\tanh(\pi*\frac{\nu}{2})] (k/k_{pivot})^{(n_t+...)} \f] - In the code, it is then a matter of choice to write: + In the code, it is then a matter of choice to write: - - In the primordial module: \f$ \mathcal{P}_h(k) = \frac{A_t}{6} \tanh{(\pi*\frac{\nu}{2})} (k/k^*)^{n_T}\f$ - - In the perturbation initial conditions: \f$ h = 1\f$ - - In the spectra module: \f$ C_l^T = \frac{4}{\pi} \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \f$ + - In the primordial module: \f$ \mathcal{P}_h(k) = \frac{A_t}{6} \tanh{(\pi*\frac{\nu}{2})} (k/k^*)^{n_T}\f$ + - In the perturbation initial conditions: \f$ h = 1\f$ + - In the harmonic module: \f$ C_l^T = \frac{4}{\pi} \int \frac{dk}{k} [\Delta_l^T(q)]^2 F\left(\frac{k^2}{K}\right) \mathcal{P}_h(k) \f$ - or: + or: - - In the primordial module: \f$ \mathcal{P}_h(k) = A_t (k/k^*)^{n_T} \f$ - - In the perturbation initial conditions: \f$ h = \sqrt{[F\left(\frac{k^2}{K}\right) / 6] \tanh{(\pi*\frac{\nu}{2})}} \f$ - - In the spectra module: \f$ C_l^T = \frac{4}{\pi} \int \frac{dk}{k} [\Delta_l^T(q)]^2 \mathcal{P}_h(k) \f$ + - In the primordial module: \f$ \mathcal{P}_h(k) = A_t (k/k^*)^{n_T} \f$ + - In the perturbation initial conditions: \f$ h = \sqrt{[F\left(\frac{k^2}{K}\right) / 6] \tanh{(\pi*\frac{\nu}{2})}} \f$ + - In the harmonic module: \f$ C_l^T = \frac{4}{\pi} \int \frac{dk}{k} [\Delta_l^T(q)]^2 \mathcal{P}_h(k) \f$ - We choose this last option, such that the primordial and - spectra module differ minimally in flat and non-flat space. Then we must impose + We choose this last option, such that the primordial and + harmonic module differ minimally in flat and non-flat space. Then we must impose - \f[ h = \sqrt{\left(\frac{F}{6}\right) \tanh{(\pi*\frac{\nu}{2})}} \f] + \f[ h = \sqrt{\left(\frac{F}{6}\right) \tanh{(\pi*\frac{\nu}{2})}} \f] - The factor F is found to be given by: + The factor F is found to be given by: - \f[ \sum_{ij} = \int \frac{dk}{k} \frac{k2(k2-K)}{(k2+3K)(k2+2K)} \mathcal{P}_h(k) \f] + \f[ \sum_{ij} = \int \frac{dk}{k} \frac{k2(k2-K)}{(k2+3K)(k2+2K)} \mathcal{P}_h(k) \f] - Introducing as usual \f$ q2 = k2 - 3K \f$ and using qdq = kdk this gives + Introducing as usual \f$ q2 = k2 - 3K \f$ and using qdq = kdk this gives - \f[ \sum_{ij} = \int \frac{dk}{k} \frac{(q2-3K)(q2-4K)}{q2(q2-K)} \mathcal{P}_h(k) \f] + \f[ \sum_{ij} = \int \frac{dk}{k} \frac{(q2-3K)(q2-4K)}{q2(q2-K)} \mathcal{P}_h(k) \f] - Using qdq = kdk this is equivalent to + Using qdq = kdk this is equivalent to - \f[ \sum_{ij} = \int \frac{dq}{q} \frac{q2-4K}{q2-K} \mathcal{P}_h(k(q)) \f] + \f[ \sum_{ij} = \int \frac{dq}{q} \frac{q2-4K}{q2-K} \mathcal{P}_h(k(q)) \f] - Finally, introducing \f$ \nu=q/\sqrt{|K|}\f$ and sgnK=SIGN(k)\f$=\pm 1\f$, this could also be written + Finally, introducing \f$ \nu=q/\sqrt{|K|}\f$ and sgnK=SIGN(k)\f$=\pm 1\f$, this could also be written - \f[ \sum_{ij} = \int \frac{d\nu}{\nu} \frac{(\nu2-4sgnK)}{(\nu2-sgnK)} \mathcal{P}_h(k(\nu)) \f] + \f[ \sum_{ij} = \int \frac{d\nu}{\nu} \frac{(\nu2-4sgnK)}{(\nu2-sgnK)} \mathcal{P}_h(k(\nu)) \f] - Equation (43,44) of Hu, Seljak, White, Zaldarriaga is - equivalent to absorbing the above factor - \f$ (\nu2-4sgnK)/(\nu2-sgnK)\f$ in the definition of the primordial - spectrum. Since the initial condition should be written in terms of k rather than nu, they should read + Equation (43,44) of Hu, Seljak, White, Zaldarriaga is + equivalent to absorbing the above factor + \f$ (\nu2-4sgnK)/(\nu2-sgnK)\f$ in the definition of the primordial + spectrum. Since the initial condition should be written in terms of k rather than nu, they should read - \f[ h = \sqrt{ [k2(k2-K)]/[(k2+3K)(k2+2K)] / 6 * \tanh{(\pi*\frac{\nu}{2})} } \f] + \f[ h = \sqrt{ [k2(k2-K)]/[(k2+3K)(k2+2K)] / 6 * \tanh{(\pi*\frac{\nu}{2})} } \f] - We leave the freedom to multiply by an arbitrary number - ppr->gw_ini. The standard convention corresponding to - standard definitions of r, \f$ A_T\f$, \f$ n_T\f$ is however ppr->gw_ini=1. - * - */ + We leave the freedom to multiply by an arbitrary number + ppr->gw_ini. The standard convention corresponding to + standard definitions of r, \f$ A_T\f$, \f$ n_T\f$ is however ppr->gw_ini=1. + * + */ if (index_ic == ppt->index_ic_ten) { ppw->pv->y[ppw->pv->index_pt_gw] = ppr->gw_ini/_SQRT6_; @@ -5732,7 +6153,7 @@ int perturb_initial_conditions(struct precision * ppr, * Evaluate background quantities at \f$ \tau \f$, as well as thermodynamics for scalar mode; infer useful flags and time scales for integrating the perturbations: * - check whether tight-coupling approximation is needed. * - check whether radiation (photons, massless neutrinos...) perturbations are needed. - * - choose step of integration: step = ppr->perturb_integration_stepsize * min_time_scale, where min_time_scale = smallest time scale involved in the equations. There are three time scales to compare: + * - choose step of integration: step = ppr->perturbations_integration_stepsize * min_time_scale, where min_time_scale = smallest time scale involved in the equations. There are three time scales to compare: * -# that of recombination, \f$ \tau_c = 1/\kappa' \f$ * -# Hubble time scale, \f$ \tau_h = a/a' \f$ * -# Fourier mode, \f$ \tau_k = 1/k \f$ @@ -5763,17 +6184,16 @@ int perturb_initial_conditions(struct precision * ppr, * @return the error status */ -int perturb_approximations( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - double tau, - struct perturb_workspace * ppw, - double * tau_scheme_qs_smg - ) { +int perturbations_approximations( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + double tau, + struct perturbations_workspace * ppw + ) { /** Summary: */ /** - define local variables */ @@ -5783,10 +6203,15 @@ int perturb_approximations( /* (b) time scale of expansion, \f$ \tau_h = a/a' \f$ */ double tau_h; /* (c) time scale of recombination, \f$ \tau_{\gamma} = 1/\kappa' \f$ */ - double tau_c; + double tau_c = 0.; + /* in case of idm_g there is a third condition for the tca, tau_c * dmu_idm_g << 1 which we need to take into account - see 1802.06589 */ + double tau_dmu_idm_g = 0., tau_dmu_idm_dr = 0.; + /* in case of idm_b there is a fourth condition */ + double tau_R_idm_b; /** - compute Fourier mode time scale = \f$ \tau_k = 1/k \f$ */ + class_test(k == 0., ppt->error_message, "stop to avoid division by zero"); @@ -5796,7 +6221,7 @@ int perturb_approximations( /** - evaluate background quantities with background_at_tau() and Hubble time scale \f$ \tau_h = a/a' \f$ */ - class_call(background_at_tau(pba,tau, pba->normal_info, ppw->inter_mode, &(ppw->last_index_back), ppw->pvecback), + class_call(background_at_tau(pba,tau, normal_info, (interpolation_method)ppw->inter_mode, &(ppw->last_index_back), ppw->pvecback), pba->error_message, ppt->error_message); @@ -5815,13 +6240,21 @@ int perturb_approximations( class_call(thermodynamics_at_z(pba, pth, 1./ppw->pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - ppw->inter_mode, + (interpolation_method)ppw->inter_mode, &(ppw->last_index_thermo), ppw->pvecback, ppw->pvecthermo), pth->error_message, ppt->error_message); + /* in case of idm_g, calculate relevant quantities */ + if (pth->has_idm_g == _TRUE_) { + class_test(ppw->pvecthermo[pth->index_th_dmu_idm_g] == 0., + ppt->error_message, + "dmu_idm_g = 0 - stop to avoid division by 0") + tau_dmu_idm_g = 1./ppw->pvecthermo[pth->index_th_dmu_idm_g]; + } + /** - ---> (b.1.) if \f$ \kappa'=0 \f$, recombination is finished; tight-coupling approximation must be off */ if (ppw->pvecthermo[pth->index_th_dkappa] == 0.) { @@ -5855,9 +6288,54 @@ int perturb_approximations( ppw->approx[ppw->index_ap_tca] = (int)tca_off; } - } - /** - --> (c) free-streaming approximations */ + /* for idm_g there is a third condition for the tca */ + if (pth->has_idm_g == _TRUE_) { + if (tau_c/tau_dmu_idm_g >= ppr->tight_coupling_trigger_tau_c_over_tau_dmu_idm_g) { + if (ppw->approx[ppw->index_ap_tca] == (int)tca_on && ppt->perturbations_verbose > 2) { + printf("switched off tca for k = %5.e because of idm_g at tau = %5.e\n", k, tau); + } + ppw->approx[ppw->index_ap_tca] = (int)tca_off; + } + } + } + /* for idm_b there is a fourth condition for the tca */ + if (pth->has_idm_b == _TRUE_) { + tau_R_idm_b = 1./ppw->pvecthermo[pth->index_th_R_idm_b]; + if (tau_c/tau_R_idm_b >= ppr->tight_coupling_trigger_tau_c_over_tau_R_idm_b) { + if (ppw->approx[ppw->index_ap_tca] == (int)tca_on && ppt->perturbations_verbose > 2) { + printf("switched off tca for k = %5.e because of idm_b at tau = %5.e\n", k, tau); + } + ppw->approx[ppw->index_ap_tca] = (int)tca_off; + } + } + + if (pth->has_idm_dr == _TRUE_){ + if (ppw->pvecthermo[pth->index_th_dmu_idm_dr] == 0.){ + ppw->approx[ppw->index_ap_tca_idm_dr] = (int)tca_idm_dr_off; + } + else{ + tau_dmu_idm_dr = 1./ppw->pvecthermo[pth->index_th_dmu_idm_dr]; + + class_test(tau_dmu_idm_dr < 0., + ppt->error_message, + "negative tau_idm_dr=1/dmu_idm_dr=%e at z=%e, conformal time=%e.\n", + tau_dmu_idm_dr, + 1./ppw->pvecback[pba->index_bg_a]-1., + tau); + + if ((tau_dmu_idm_dr / tau_h < ppr->idm_dr_tight_coupling_trigger_tau_c_over_tau_h) && + (tau_dmu_idm_dr / tau_k < ppr->idm_dr_tight_coupling_trigger_tau_c_over_tau_k) && + (pth->n_index_idm_dr>=2) && (ppt->idr_nature == idr_free_streaming)) { + ppw->approx[ppw->index_ap_tca_idm_dr] = (int)tca_idm_dr_on; + } + else{ + ppw->approx[ppw->index_ap_tca_idm_dr] = (int)tca_idm_dr_off; + } + } + } + + /** - --> (c) free-streaming approximations */ if ((tau/tau_k > ppr->radiation_streaming_trigger_tau_over_tau_k) && (tau > pth->tau_free_streaming) && @@ -5869,6 +6347,21 @@ int perturb_approximations( ppw->approx[ppw->index_ap_rsa] = (int)rsa_off; } + /* interacting dark radiation free streaming approximation*/ + if (pba->has_idr == _TRUE_){ + + if ((tau/tau_k > ppr->idr_streaming_trigger_tau_over_tau_k) && + (tau > pth->tau_idr_free_streaming) && + (pth->has_idm_dr == _FALSE_ || pth->n_index_idm_dr >= 2) && + (ppr->idr_streaming_approximation != rsa_idr_none)){ + + ppw->approx[ppw->index_ap_rsa_idr] = (int)rsa_idr_on; + } + else{ + ppw->approx[ppw->index_ap_rsa_idr] = (int)rsa_idr_off; + } + } + if (pba->has_ur == _TRUE_) { if ((tau/tau_k > ppr->ur_fluid_trigger_tau_over_tau_k) && @@ -5893,48 +6386,14 @@ int perturb_approximations( } } - /* (d) quasi-static approximation - * the switch times are previously calculated - * Here it assigns the approxiamtion status to the time tau - */ - - if (pba->has_smg == _TRUE_){ - if (ppt->method_qs_smg == automatic) { - - if (tau >= tau_scheme_qs_smg[6]) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_6; - } - else if (tau >= tau_scheme_qs_smg[5]) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_qs_5; - } - else if (tau >= tau_scheme_qs_smg[4]) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_4; - } - else if (tau >= tau_scheme_qs_smg[3]) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_qs_3; - } - else if (tau >= tau_scheme_qs_smg[2]) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_2; - } - else if (tau >= tau_scheme_qs_smg[1]) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_qs_1; - } - else if (tau >= tau_scheme_qs_smg[0]) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_0; - } - } - else if ((ppt->method_qs_smg == quasi_static) || (ppt->method_qs_smg == quasi_static_debug)) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_qs_1; - } - else if ((ppt->method_qs_smg == fully_dynamic) || (ppt->method_qs_smg == fully_dynamic_debug)) { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_0; - } - else { - ppw->approx[ppw->index_ap_qs_smg] = (int)qs_smg_fd_0; - } - } - -} + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_switch_approximation_qs_smg(ppt, ppw, tau), + ppt->error_message, + ppt->error_message + ); + } + } /** - for tensor modes: */ @@ -5945,7 +6404,7 @@ int perturb_approximations( class_call(thermodynamics_at_z(pba, pth, 1./ppw->pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - ppw->inter_mode, + (interpolation_method)ppw->inter_mode, &(ppw->last_index_thermo), ppw->pvecback, ppw->pvecthermo), @@ -6010,12 +6469,12 @@ int perturb_approximations( * @param error_message Output: error message */ -int perturb_timescale( - double tau, - void * parameters_and_workspace, - double * timescale, - ErrorMsg error_message - ) { +int perturbations_timescale( + double tau, + void * parameters_and_workspace, + double * timescale, + ErrorMsg error_message + ) { /** Summary: */ /** - define local variables */ @@ -6029,16 +6488,16 @@ int perturb_timescale( /* various pointers allowing to extract the fields of the parameter_and_workspace input structure */ - struct perturb_parameters_and_workspace * pppaw; + struct perturbations_parameters_and_workspace * pppaw; struct background * pba; - struct thermo * pth; - struct perturbs * ppt; - struct perturb_workspace * ppw; + struct thermodynamics * pth; + struct perturbations * ppt; + struct perturbations_workspace * ppw; double * pvecback; double * pvecthermo; /** - extract the fields of the parameter_and_workspace input structure */ - pppaw = parameters_and_workspace; + pppaw = (struct perturbations_parameters_and_workspace *)parameters_and_workspace; pba = pppaw->pba; pth = pppaw->pth; ppt = pppaw->ppt; @@ -6057,7 +6516,7 @@ int perturb_timescale( /** - evaluate background quantities with background_at_tau() and Hubble time scale \f$ \tau_h = a/a' \f$ */ - class_call(background_at_tau(pba,tau, pba->normal_info, ppw->inter_mode, &(ppw->last_index_back), pvecback), + class_call(background_at_tau(pba,tau, normal_info, (interpolation_method)ppw->inter_mode, &(ppw->last_index_back), pvecback), pba->error_message, error_message); @@ -6081,7 +6540,7 @@ int perturb_timescale( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - ppw->inter_mode, + (interpolation_method)ppw->inter_mode, &(ppw->last_index_thermo), pvecback, pvecthermo), @@ -6112,7 +6571,7 @@ int perturb_timescale( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - ppw->inter_mode, + (interpolation_method)ppw->inter_mode, &(ppw->last_index_thermo), pvecback, pvecthermo), @@ -6142,7 +6601,7 @@ int perturb_timescale( class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - ppw->inter_mode, + (interpolation_method)ppw->inter_mode, &(ppw->last_index_thermo), pvecback, pvecthermo), @@ -6180,30 +6639,25 @@ int perturb_timescale( * @return the error status */ -int perturb_einstein( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - double tau, - double * y, - struct perturb_workspace * ppw - ) { +int perturbations_einstein( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + double tau, + double * y, + struct perturbations_workspace * ppw + ) { /** Summary: */ /** - define local variables */ - double k2=0.,a=0.,a2=0.,a_prime_over_a=0.; - double s2_squared=0.; + double k2,a,a2,a_prime_over_a; + double s2_squared; double shear_g = 0.; - double D=0., cs2num=0., cs2num_p=0.; - double l1=0., l2=0., l3=0., l4=0., l5=0., l6=0., l7=0., l8=0., l9=0., l10=0., l11=0.; - double l2_p=0., l8_p=0., l9_p=0., l11_p=0.; - double M2=0., DelM2=0., kin=0., bra=0., run=0., ten=0., bra_p=0.; - double rho_tot=0., p_tot=0., rho_smg=0., p_smg=0., H=0., rho_r=0.; - double g1=0., g2=0., g3=0., g4=0., g5=0., g6=0., g7=0., g8=0., g9=0.; + double shear_idr = 0.; /** - define wavenumber and scale factor related quantities */ @@ -6214,7 +6668,7 @@ int perturb_einstein( s2_squared = 1.-3.*pba->K/k2; /** - sum up perturbations from all species */ - class_call(perturb_total_stress_energy(ppr,pba,pth,ppt,index_md,k,y,ppw), + class_call(perturbations_total_stress_energy(ppr,pba,pth,ppt,index_md,k,y,ppw), ppt->error_message, ppt->error_message); @@ -6250,261 +6704,122 @@ int perturb_einstein( if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) { - class_call(perturb_rsa_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw), + class_call(perturbations_rsa_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw,ppt->error_message), ppt->error_message, ppt->error_message); + } + if ((pba->has_idr)&&(ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_on)){ + + class_call(perturbations_rsa_idr_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw,ppt->error_message), + ppt->error_message, + ppt->error_message); } } /* synchronous gauge */ if (ppt->gauge == synchronous) { - if (pba->has_smg == _TRUE_) { - - M2 = ppw->pvecback[pba->index_bg_M2_smg]; - DelM2 = ppw->pvecback[pba->index_bg_delta_M2_smg];//M2-1 - kin = ppw->pvecback[pba->index_bg_kineticity_smg]; - bra = ppw->pvecback[pba->index_bg_braiding_smg]; - run = ppw->pvecback[pba->index_bg_mpl_running_smg]; - ten = ppw->pvecback[pba->index_bg_tensor_excess_smg]; - bra_p = ppw->pvecback[pba->index_bg_braiding_prime_smg]; - - rho_tot = ppw->pvecback[pba->index_bg_rho_tot_wo_smg]; - p_tot = ppw->pvecback[pba->index_bg_p_tot_wo_smg]; - rho_smg = ppw->pvecback[pba->index_bg_rho_smg]; - p_smg = ppw->pvecback[pba->index_bg_p_smg]; - rho_r = ppw->pvecback[pba->index_bg_rho_g] + ppw->pvecback[pba->index_bg_rho_ur]; - - H = ppw->pvecback[pba->index_bg_H]; - - l1 = ppw->pvecback[pba->index_bg_lambda_1_smg]; - l2 = ppw->pvecback[pba->index_bg_lambda_2_smg]; - l3 = ppw->pvecback[pba->index_bg_lambda_3_smg]; - l4 = ppw->pvecback[pba->index_bg_lambda_4_smg]; - l5 = ppw->pvecback[pba->index_bg_lambda_5_smg]; - l6 = ppw->pvecback[pba->index_bg_lambda_6_smg]; - l7 = ppw->pvecback[pba->index_bg_lambda_7_smg]; - l8 = ppw->pvecback[pba->index_bg_lambda_8_smg]; - l9 = ppw->pvecback[pba->index_bg_lambda_9_smg]; - l10 = ppw->pvecback[pba->index_bg_lambda_10_smg]; - l11 = ppw->pvecback[pba->index_bg_lambda_11_smg]; - l2_p = ppw->pvecback[pba->index_bg_lambda_2_prime_smg]; - l8_p = ppw->pvecback[pba->index_bg_lambda_8_prime_smg]; - l9_p = ppw->pvecback[pba->index_bg_lambda_9_prime_smg]; - l11_p = ppw->pvecback[pba->index_bg_lambda_11_prime_smg]; - - cs2num = ppw->pvecback[pba->index_bg_cs2num_smg]; - D = ppw->pvecback[pba->index_bg_kinetic_D_smg]; - cs2num_p = ppw->pvecback[pba->index_bg_cs2num_prime_smg]; - - int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; - - if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0) { - - /* write here the values, as taken from the integration */ - ppw->pvecmetric[ppw->index_mt_vx_smg] = y[ppw->pv->index_pt_vx_smg]; - ppw->pvecmetric[ppw->index_mt_vx_prime_smg] = y[ppw->pv->index_pt_vx_prime_smg]; - - }//end of fully_dynamic assignation of vx and vx' - else if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 1) { - - g1 = cs2num*pow(k/(a*H),2) -4.*l8; - - g2 = (2. - bra)*(g1 + (3.*bra + kin)*bra*rho_r*pow(H,-2)*pow(M2,-1) - bra*cs2num*pow(k/(a*H),2)/2.)/2. - 3./4.*(3.*bra + kin)*(rho_tot + p_tot)*pow(H,-2)*l2*pow(M2,-1); - - g3 = - (2.*(2. - bra)*bra*rho_r - 3.*(rho_tot + p_tot)*l2)*(18. - 18.*(rho_tot + p_tot)*pow(H,-2)*pow(M2,-1) - 15.*bra - 2.*kin + 9.*(2. - bra)*(p_tot + p_smg)*pow(H,-2) - 2.*bra*pow(k/(a*H),2))*pow(H,-2)*pow(M2,-1) + 2.*(2. - bra)*cs2num*(5. - bra - 3.*(rho_tot + p_tot)*pow(M2,-1)*pow(H,-2) + 9.*(p_tot + p_smg)*pow(H,-2))*pow(k/(a*H),2) + 4.*(2. - bra)*(pow(k/(a*H),2)*cs2num_p - 4.*l8_p)/(a*H); - - g4 = 3.*l2*l4 + 2.*D*l9 - D*(2.*l2 + 2.*l11 - bra*l11)*pow(k/a/H,2); - - g5 = (l11 + l2)*pow(k/a/H,2) - l9; - - g6 = 2.*l1*l2*l9 + (pow(H,2) + 3.*p_tot + 3.*p_smg)*3.*pow(H,-2)*D*l11*l9 + (2.*D*(l11*l2_p - l2*l11_p)/a/H - 2.*(l11 + l2)*l1*l2 - (l11 + l2)*(pow(H,2) + 3.*p_tot + 3.*p_smg)*pow(H,-2)*D*l11)*pow(k/a/H,2) + 2.*D*(l9*l11_p - l11*l9_p)/a/H; - - g7 = -2.*l2*l3*l9 - 2.*bra*rho_r*pow(H,-2)*D*l9*pow(M2,-1) - (pow(H,2) + 3.*p_tot + 3.*p_smg)*pow(H,-2)*D*l2*l9 + (D*(l11*l2_p - l2*l11_p)/a/H + (l11 + l2)*2.*l2*l3 + (l11 + l2)*2.*bra*rho_r*pow(H,-2)*D/M2)*pow(k/a/H,2) - D*(l9*l2_p - l2*l9_p)/a/H; - - g8 = 6.*l2*l6 + (2.*l2*l5 + (- 3.*DelM2 + bra*M2)*rho_tot*pow(H,-2)*D*l11*pow(M2,-1) - 3.*DelM2*pow(H,-2)*D*l11*pow(M2,-1)*p_tot - (3.*rho_smg - bra*rho_smg + 3.*p_smg)*pow(H,-2)*D*l11)*pow(k/a/H,2); - - g9 = 2.*D*(bra_p*l9 - bra*l9_p)/a/H - (bra*D + 2.*bra*run*D - 2.*kin*l2 - 9.*bra*D*(p_tot + p_smg)*pow(H,-2))*l9 + (2.*D*(bra*l11_p + bra*l2_p - (l11 + l2)*bra_p)/a/H + (l11 + l2)*(3.*bra*D + 2.*bra*run*D - 2.*kin*l2 - 3.*bra*D*(p_tot + p_smg)*pow(H,-2)))*pow(k/a/H,2); - - class_test(g1<0., - ppt->error_message, - " At k =%e and a =%e the mass of the scalar field is negative. In this regime you should not use the QS approximation, since divergencies are expected!", k, a); - - /* scalar field equation */ - // Make sure you copy this to QS initial conditions if you change it (lines ~4963 or so) - //search for "QS-IC-change" - if (((pba->min_bra_smg<=2.) && (pba->max_bra_smg>=2.)) || (ppr->get_h_from_trace_smg==_TRUE_)) { - - ppw->pvecmetric[ppw->index_mt_vx_smg] = ((-2.)*pow(k,2)*l11*M2*y[ppw->pv->index_pt_eta] + (-1.)*H*l2*M2*y[ppw->pv->index_pt_h_prime_from_trace_smg]*a + 9.*bra*ppw->delta_p*pow(a,2))*pow((l11 + l2)*(-2.)*H*pow(k,2)*M2*a + 2.*pow(H,3)*l9*M2*pow(a,3),-1); - - } - else{ - - ppw->pvecmetric[ppw->index_mt_vx_smg] = (4.*cs2num*pow(k,2)*M2*y[ppw->pv->index_pt_eta] + 6.*l2*ppw->delta_rho*pow(a,2) + ((-2.) + bra)*9.*bra*ppw->delta_p*pow(a,2))*1./4.*pow(H,-1)*pow(M2,-1)*pow(a,-1)*pow(pow(a*H,2),-1)/g1; - - } - - /* scalar field derivative equation - * In order to estimate it we followed this procedure: - * - we calculated analytically the time derivative of the vx equation - * - we used delta_p' = delta_rho_r'/3 (radiation is the only component that contributes to delta_p') - * - we used the conservation equation for radiation to get rid of delta_rho_r' - * - we used the conservation equation for a generic fluid to get rid of delta_rho' - * - we used the Einstein equations to get rid of eta' - * The result is approximated when rsa is on since the velocity of radiation gets updated only after the first Einstein equations (few lines below) */ - if (((pba->min_bra_smg<=2.) && (pba->max_bra_smg>=2.)) || (ppr->get_h_from_trace_smg==_TRUE_)) { - - ppw->pvecmetric[ppw->index_mt_vx_prime_smg] = (-3.)/2.*pow(g4,-1)*pow(g5,-1)*g9*pow(H,-2)*pow(M2,-1)*ppw->delta_rho_r + pow(g4,-1)*pow(g5,-1)*g6*pow(H,-2)*pow(k,2)*y[ppw->pv->index_pt_eta]*pow(a,-2) + (-3.)*pow(g4,-1)*pow(H,-3)*D*l11*pow(M2,-1)*ppw->rho_plus_p_theta*pow(a,-1) + (-3.)*bra*pow(g4,-1)*pow(H,-3)*D*pow(M2,-1)*ppw->rho_plus_p_theta_r*pow(a,-1) + (-1.)*pow(g4,-1)*pow(g5,-1)*g7*pow(H,-1)*y[ppw->pv->index_pt_h_prime_from_trace_smg]*pow(a,-1) + (-1.)*pow(g4,-1)*g8*H*ppw->pvecmetric[ppw->index_mt_vx_smg]*a; + if(pba->has_smg == _TRUE_) { - } - else{ + perturbations_einstein_scalar_smg(ppr, pba, pth, ppt, ppw, k, tau, y); - ppw->pvecmetric[ppw->index_mt_vx_prime_smg] = 3./2./g2*(pow(2.-bra,2)*bra*pow(H,-2)*ppw->delta_rho_r/M2 - + (2.-bra)*(cs2num-l2)*pow(H,-3)*ppw->rho_plus_p_theta/2./a/M2 - + 3./2.*(2.-bra)*pow(H,-2)*((2.-bra)*(-7.+2.*run)*bra/4.+bra*g3/g1/8.-l2-9./4.*(2.-bra)*bra*pow(H,-2)*(p_tot+p_smg)-(1.-bra)*bra_p/a/H)*ppw->delta_p/M2 - + ((2.-bra)*bra*rho_r*pow(H,-2)*pow(M2,-1)-g3/g1*l2/8.-(6.*rho_tot/M2*pow(H,-2)-2.+bra+4.*run-2.*bra*run)*l2/4.-3./4.*(2./M2-6.+3.*bra)*pow(H,-2)*l2*p_tot+9./4.*(2.-bra)*pow(H,-2)*l2*p_smg+(2.-bra)*l2_p/a/H/2.)*pow(H,-2)*ppw->delta_rho/M2 - + (3./2.*(2.-bra)*cs2num*(p_tot+p_smg)*pow(H,-2)- l2*(rho_tot+p_tot)/M2*pow(H,-2)+ (2.-bra)*cs2num_p/a/H/3.+ (2.-bra)*cs2num/2.- cs2num*g3/g1/12.+ 2./3.*(2.-bra)*bra*rho_r/M2*pow(H,-2))*pow(k/a/H,2)*y[ppw->pv->index_pt_eta] - +pow(2.-bra,2)*bra*pow(H,-3)*ppw->rho_plus_p_theta_r/a/M2/4.); - - } + } + else { // Standard equations + /* Get eta from the integrator */ + ppw->pvecmetric[ppw->index_mt_eta] = y[ppw->pv->index_pt_eta]; - }//end of quasi_static assignation of vx and vx' + /* first equation involving total density fluctuation (not only _smg) */ + if (ppt->get_h_from_trace == _TRUE_) { + ppw->pvecmetric[ppw->index_mt_h_prime] = y[ppw->pv->index_pt_h_prime_from_trace]; + } else { - printf("scalar field equation: quasi-static approximation mode %i not recognized. should be quasi_static or fully_dynamic\n",ppw->approx[ppw->index_ap_qs_smg]); - return _FAILURE_; + ppw->pvecmetric[ppw->index_mt_h_prime] = + ( k2 * s2_squared * y[ppw->pv->index_pt_eta] + 1.5 * a2 * ppw->delta_rho)/(0.5*a_prime_over_a); /* h' */ } + /* eventually, infer radiation streaming approximation for + gamma and ur (this is exactly the right place to do it + because the result depends on h_prime) */ - /* first equation involving total density fluctuation */ - /* If braiding crosses 2 integrate from Einstein trace to avoid divergences */ - if (((pba->min_bra_smg<=2.) && (pba->max_bra_smg>=2.)) || (ppr->get_h_from_trace_smg==_TRUE_)) { - ppw->pvecmetric[ppw->index_mt_h_prime] = y[ppw->pv->index_pt_h_prime_from_trace_smg]; - } - else{ - ppw->pvecmetric[ppw->index_mt_h_prime] = (- 4.*pow(H,-1)*pow(k,2)*y[ppw->pv->index_pt_eta]*pow(a,-1) - 6.*pow(H,-1)*pow(M2,-1)*ppw->delta_rho*a + (3.*bra + kin)*2.*H*ppw->pvecmetric[ppw->index_mt_vx_prime_smg]*a + (2.*bra*pow(k,2) + (-18. + 15.*bra + 2.*kin)*rho_smg*pow(a,2) + (-18.*DelM2 + 15.*bra*M2 + 2.*kin*M2)*rho_tot*pow(M2,-1)*pow(a,2) + (-2.*DelM2 + bra*M2)*9.*pow(M2,-1)*p_tot*pow(a,2) + 9.*(-2. + bra)*p_smg*pow(a,2))*ppw->pvecmetric[ppw->index_mt_vx_smg])*pow(-2. + bra,-1); - } - - /* eventually, infer radiation streaming approximation for gamma and ur (this is exactly the right place to do it because the result depends on h_prime) */ if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) { - /* correction to the evolution of ur and g species in radiation streaming approximation due to non-negligible pressure at late-times */ - ppw->pvecmetric[ppw->index_mt_rsa_p_smg] = (kin/(D*M2) - 1.)*ppw->delta_p - 1./3.*pow(H,2)*pow(D,-1)*l4*ppw->pvecmetric[ppw->index_mt_vx_prime_smg] + 2./9.*(1. - l1/D)*pow(k,2)*y[ppw->pv->index_pt_eta]*pow(a,-2) - 2./9.*(1. + l3/D)*H*ppw->pvecmetric[ppw->index_mt_h_prime]*pow(a,-1) - 2./9.*(H*pow(D,-1)*pow(k,2)*l5*pow(a,-1) + 3.*pow(H,3)*pow(D,-1)*l6*a)*ppw->pvecmetric[ppw->index_mt_vx_smg]; - - class_call(perturb_rsa_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw), - ppt->error_message, - ppt->error_message); - - /* update total theta given rsa approximation results */ + class_call(perturbations_rsa_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw,ppt->error_message), + ppt->error_message, + ppt->error_message); + } - ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_g]*ppw->rsa_theta_g; + if ((pba->has_idr==_TRUE_)&&(ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_on)) { - if (pba->has_ur == _TRUE_) { + class_call(perturbations_rsa_idr_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw,ppt->error_message), + ppt->error_message, + ppt->error_message); - ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_ur]*ppw->rsa_theta_ur; + ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_idr]*ppw->rsa_theta_idr; - } } - /* second equation involving total velocity */ - ppw->pvecmetric[ppw->index_mt_eta_prime] = 1./2.*bra*H*ppw->pvecmetric[ppw->index_mt_vx_prime_smg]*a + 3./2.*pow(k,-2)*pow(M2,-1)*ppw->rho_plus_p_theta*pow(a,2) + (((-3.) + bra)*1./2.*rho_smg*pow(a,2) + (-3.*DelM2 + bra*M2)*1./2.*rho_tot*pow(M2,-1)*pow(a,2) + DelM2*(-3.)/2.*pow(M2,-1)*p_tot*pow(a,2) + (-3.)/2.*p_smg*pow(a,2))*ppw->pvecmetric[ppw->index_mt_vx_smg]; /* eta' */ + ppw->pvecmetric[ppw->index_mt_eta_prime] = (1.5 * a2 * ppw->rho_plus_p_theta + 0.5 * pba->K * ppw->pvecmetric[ppw->index_mt_h_prime])/k2/s2_squared; /* eta' */ + /* Here we are storing deviations from the first (00) einstein equation. + This is to check that h' and the other variables are being properly + integrated and as a friction term for the third einstein equation (h'') */ + ppw->pvecmetric[ppw->index_mt_einstein00] = + - a_prime_over_a/a2*ppw->pvecmetric[ppw->index_mt_h_prime] + + 2.*k2/a2 * s2_squared * y[ppw->pv->index_pt_eta] + + 3. * ppw->delta_rho; /* not only _smg */ /* third equation involving total pressure */ - ppw->pvecmetric[ppw->index_mt_h_prime_prime] = 2.*pow(D,-1)*pow(k,2)*l1*y[ppw->pv->index_pt_eta] + 2.*H*pow(D,-1)*l3*ppw->pvecmetric[ppw->index_mt_h_prime]*a + (-9.)*kin*pow(D,-1)*pow(M2,-1)*ppw->delta_p*pow(a,2) + 3.*pow(H,2)*pow(D,-1)*l4*ppw->pvecmetric[ppw->index_mt_vx_prime_smg]*pow(a,2) + (2.*H*pow(D,-1)*pow(k,2)*l5*a + 6.*pow(H,3)*pow(D,-1)*l6*pow(a,3))*ppw->pvecmetric[ppw->index_mt_vx_smg]; - + ppw->pvecmetric[ppw->index_mt_h_prime_prime] = + - 2. * a_prime_over_a * ppw->pvecmetric[ppw->index_mt_h_prime] + + 2. * k2 * s2_squared * y[ppw->pv->index_pt_eta] + - 9. * a2 * ppw->delta_p; + + /* This corrects the third equation using the Einstein 00. It has to be + read as a friction term that vanishes whenever the Hamiltonian constraint + is satisfied. */ + if (ppt->get_h_from_trace == _TRUE_) { // not only _smg + ppw->pvecmetric[ppw->index_mt_h_prime_prime] += + a*a*ppr->einstein00_friction*ppw->pvecmetric[ppw->index_mt_einstein00]; + } /* alpha = (h'+6eta')/2k^2 */ ppw->pvecmetric[ppw->index_mt_alpha] = (ppw->pvecmetric[ppw->index_mt_h_prime] + 6.*ppw->pvecmetric[ppw->index_mt_eta_prime])/2./k2; - /* eventually, infer first-order tight-coupling approximation for photon - shear, then correct the total shear */ + shear, then correct the total shear */ if (ppw->approx[ppw->index_ap_tca] == (int)tca_on) { - shear_g = 16./45./ppw->pvecthermo[pth->index_th_dkappa]*(y[ppw->pv->index_pt_theta_g]+k2*ppw->pvecmetric[ppw->index_mt_alpha]); + if (pth->has_idm_g == _TRUE_) { + shear_g = 16./45./(ppw->pvecthermo[pth->index_th_dkappa] + ppw->pvecthermo[pth->index_th_dmu_idm_g])*(y[ppw->pv->index_pt_theta_g]+k2*ppw->pvecmetric[ppw->index_mt_alpha]); + } + else { + shear_g = 16./45./ppw->pvecthermo[pth->index_th_dkappa]*(y[ppw->pv->index_pt_theta_g]+k2*ppw->pvecmetric[ppw->index_mt_alpha]); + } ppw->rho_plus_p_shear += 4./3.*ppw->pvecback[pba->index_bg_rho_g]*shear_g; } - /* fourth equation involving total shear */ - ppw->pvecmetric[ppw->index_mt_alpha_prime] = (1. + ten)*y[ppw->pv->index_pt_eta] + (2. + run)*(-1.)*H*ppw->pvecmetric[ppw->index_mt_alpha]*a + (run + (-1.)*ten)*H*ppw->pvecmetric[ppw->index_mt_vx_smg]*a + (-9.)/2.*pow(k,-2)*pow(M2,-1)*ppw->rho_plus_p_shear*pow(a,2); - + if (pth->has_idm_dr == _TRUE_) { + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_on){ - if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0) { + shear_idr = 0.5*8./15./ppw->pvecthermo[pth->index_th_dmu_idm_dr]/ppt->alpha_idm_dr[0]*(y[ppw->pv->index_pt_theta_idr]+k2*ppw->pvecmetric[ppw->index_mt_alpha]); - /* scalar field equation. This is the right place to evaluate it, since when rsa is on the radiation density gets updated */ - ppw->pvecmetric[ppw->index_mt_vx_prime_prime_smg] = (1./2.*l2*ppw->pvecmetric[ppw->index_mt_h_prime] + (bra + 2.*run + (-2.)*ten + bra*ten)*pow(H,-1)*pow(k,2)*y[ppw->pv->index_pt_eta]*pow(a,-1) + (-9.)/2.*bra*pow(H,-1)*pow(M2,-1)*ppw->delta_p*a + H*l10*ppw->pvecmetric[ppw->index_mt_vx_prime_smg]*a + ((bra + 2.*run + (-2.)*ten + bra*ten + l2)*(-1.)*pow(k,2) + pow(H,2)*l9*pow(a,2))*ppw->pvecmetric[ppw->index_mt_vx_smg])/D; - /* This is the previously used equation (where also h^\prime has been decoupled) */ - // ppw->pvecmetric[ppw->index_mt_vx_prime_prime_smg] = (-2.)*pow((-2.) + bra,-1)*cs2num*pow(H,-1)*pow(D,-1)*pow(k,2)*y[ppw->pv->index_pt_eta]*pow(a,-1) + (-3.)*pow((-2.) + bra,-1)*pow(H,-1)*pow(D,-1)*l2*pow(M2,-1)*ppw->delta_rho*a + (-9.)/2.*bra*pow(H,-1)*pow(D,-1)*pow(M2,-1)*ppw->delta_p*a + 8.*pow((-2.) + bra,-1)*H*pow(D,-1)*l7*ppw->pvecmetric[ppw->index_mt_vx_prime_smg]*a + (cs2num*pow(k,2) + (-4.)*pow(H,2)*l8*pow(a,2))*2.*pow((-2.) + bra,-1)*pow(D,-1)*ppw->pvecmetric[ppw->index_mt_vx_smg]; - - class_test(isnan(ppw->pvecmetric[ppw->index_mt_vx_prime_prime_smg]), - ppt->error_message, - " Isnan v_X'' at a =%e !",a); - - }//end of fully_dynamic equation - - }//end if has_smg - // Standard equations - else { - - /* first equation involving total density fluctuation */ - ppw->pvecmetric[ppw->index_mt_h_prime] = - ( k2 * s2_squared * y[ppw->pv->index_pt_eta] + 1.5 * a2 * ppw->delta_rho)/(0.5*a_prime_over_a); /* h' */ - - /* eventually, infer radiation streaming approximation for - gamma and ur (this is exactly the right place to do it - because the result depends on h_prime) */ - - if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) { - - class_call(perturb_rsa_delta_and_theta(ppr,pba,pth,ppt,k,y,a_prime_over_a,ppw->pvecthermo,ppw), - ppt->error_message, - ppt->error_message); - - /* update total theta given rsa approximation results */ - - ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_g]*ppw->rsa_theta_g; - - if (pba->has_ur == _TRUE_) { - - ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_ur]*ppw->rsa_theta_ur; - - } - } - - /* second equation involving total velocity */ - ppw->pvecmetric[ppw->index_mt_eta_prime] = (1.5 * a2 * ppw->rho_plus_p_theta + 0.5 * pba->K * ppw->pvecmetric[ppw->index_mt_h_prime])/k2/s2_squared; /* eta' */ - - /* third equation involving total pressure */ - ppw->pvecmetric[ppw->index_mt_h_prime_prime] = - - 2. * a_prime_over_a * ppw->pvecmetric[ppw->index_mt_h_prime] - + 2. * k2 * s2_squared * y[ppw->pv->index_pt_eta] - - 9. * a2 * ppw->delta_p; - - /* alpha = (h'+6eta')/2k^2 */ - ppw->pvecmetric[ppw->index_mt_alpha] = (ppw->pvecmetric[ppw->index_mt_h_prime] + 6.*ppw->pvecmetric[ppw->index_mt_eta_prime])/2./k2; - - /* eventually, infer first-order tight-coupling approximation for photon - shear, then correct the total shear */ - if (ppw->approx[ppw->index_ap_tca] == (int)tca_on) { - - shear_g = 16./45./ppw->pvecthermo[pth->index_th_dkappa]*(y[ppw->pv->index_pt_theta_g]+k2*ppw->pvecmetric[ppw->index_mt_alpha]); - - ppw->rho_plus_p_shear += 4./3.*ppw->pvecback[pba->index_bg_rho_g]*shear_g; + ppw->rho_plus_p_shear += 4./3.*ppw->pvecback[pba->index_bg_rho_idr]*shear_idr; + } + } - } + /* fourth equation involving total shear */ + ppw->pvecmetric[ppw->index_mt_alpha_prime] = //TBC + - 2. * a_prime_over_a * ppw->pvecmetric[ppw->index_mt_alpha] + + y[ppw->pv->index_pt_eta] + - 4.5 * (a2/k2) * ppw->rho_plus_p_shear; + } - /* fourth equation involving total shear */ - ppw->pvecmetric[ppw->index_mt_alpha_prime] = //TBC - - 2. * a_prime_over_a * ppw->pvecmetric[ppw->index_mt_alpha] - + y[ppw->pv->index_pt_eta] - - 4.5 * (a2/k2) * ppw->rho_plus_p_shear; - } // end of else (if no smg) - } // end of synchronous + } /* transform (delta_m, theta_m) of the current gauge into gauge-independent variables (you could comment this out if you @@ -6570,17 +6885,11 @@ int perturb_einstein( if (_tensors_) { /* single einstein equation for tensor perturbations */ - if (pba->has_smg == _FALSE_) { - ppw->pvecmetric[ppw->index_mt_gw_prime_prime] = -2.*a_prime_over_a*y[ppw->pv->index_pt_gwdot]-(k2+2.*pba->K)*y[ppw->pv->index_pt_gw]+ppw->gw_source; + if (pba->has_smg == _TRUE_) { + perturbations_einstein_tensor_smg(pba, ppw, k, tau, y); } - /* modified version if gravity is non-standard. Note that no curvature is allowed in this case */ - else{ - - double M2 = ppw->pvecback[pba->index_bg_M2_smg]; - double run = ppw->pvecback[pba->index_bg_mpl_running_smg]; - double c_t2 = (1. + ppw->pvecback[pba->index_bg_tensor_excess_smg]); - - ppw->pvecmetric[ppw->index_mt_gw_prime_prime] = -(2. + run)*a_prime_over_a*y[ppw->pv->index_pt_gwdot]-k2*c_t2*y[ppw->pv->index_pt_gw]+ppw->gw_source/M2; + else { + ppw->pvecmetric[ppw->index_mt_gw_prime_prime] = -2.*a_prime_over_a*y[ppw->pv->index_pt_gwdot]-(k2+2.*pba->K)*y[ppw->pv->index_pt_gw]+ppw->gw_source; } } @@ -6589,28 +6898,34 @@ int perturb_einstein( } -int perturb_total_stress_energy( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - int index_md, - double k, - double * y, - struct perturb_workspace * ppw - ) { +int perturbations_total_stress_energy( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + int index_md, + double k, + double * y, + struct perturbations_workspace * ppw + ) { /** Summary: */ /** - define local variables */ double a,a2,a_prime_over_a,k2; - double rho_plus_p_tot=0.; + double rho_m=0.; + double delta_rho_m=0.; + double rho_plus_p_m=0.; + double rho_plus_p_theta_m=0.; double delta_g=0.; double theta_g=0.; double shear_g=0.; double delta_ur=0.; double theta_ur=0.; double shear_ur=0.; + double delta_idr=0.; + double theta_idr=0.; + double shear_idr=0.; double rho_delta_ncdm=0.; double rho_plus_p_theta_ncdm=0.; double rho_plus_p_shear_ncdm=0.; @@ -6619,14 +6934,21 @@ int perturb_total_stress_energy( double rho_plus_p_ncdm; int index_q,n_ncdm,idx; double epsilon,q,q2,cg2_ncdm,w_ncdm,rho_ncdm_bg,p_ncdm_bg,pseudo_p_ncdm; - double rho_m,delta_rho_m,rho_plus_p_m,rho_plus_p_theta_m; double w_fld,dw_over_da_fld,integral_fld; double gwncdm; double rho_relativistic; double rho_dr_over_f; double delta_rho_scf, delta_p_scf, psi; + /** Variables used for FLD and PPF */ double c_gamma_k_H_square; - double Gamma_prime_plus_a_prime_over_a_Gamma, alpha=0., s2sq=1.; + double Gamma_prime_plus_a_prime_over_a_Gamma, s2sq=1.; + double w_prime_fld, ca2_fld; + double alpha, alpha_prime, metric_euler; + double rho_t, p_t, rho_t_prime, p_t_prime; + double rho_fld, p_fld, rho_fld_prime, p_fld_prime; + double X, Y, Z, X_prime, Y_prime, Z_prime; + double Gamma_fld, S, S_prime, theta_t, theta_t_prime, rho_plus_p_theta_fld_prime; + double delta_p_b_over_rho_b; /** - wavenumber and scale factor related quantities */ @@ -6672,17 +6994,23 @@ int perturb_total_stress_energy( /* first-order tight-coupling approximation for photon shear */ if (ppt->gauge == newtonian) { - shear_g = 16./45./ppw->pvecthermo[pth->index_th_dkappa]*y[ppw->pv->index_pt_theta_g]; + if (pth->has_idm_g == _TRUE_) { + shear_g = 16./45./(ppw->pvecthermo[pth->index_th_dkappa] + ppw->pvecthermo[pth->index_th_dmu_idm_g])*y[ppw->pv->index_pt_theta_g]; + } + else { + shear_g = 16./45./ppw->pvecthermo[pth->index_th_dkappa]*y[ppw->pv->index_pt_theta_g]; + } + } else { shear_g = 0.; /* in the synchronous gauge, the expression of shear_g (at first-order in a tight-coupling expansion) is a function of h' and eta'; but h' - and eta' are calculated in perturb_einstein() + and eta' are calculated in perturbations_einstein() as a function of delta_g and theta_g. Hence, we set shear_g temporarily to zero, and set it to the right first-order value in - perturb_einstein(), just before using the + perturbations_einstein(), just before using the Einstein equation for the shear. */ } } @@ -6709,33 +7037,114 @@ int perturb_total_stress_energy( } + /** - ---> (a.3.) baryon pressure perturbation */ + + if ((ppt->has_perturbed_recombination == _TRUE_) &&(ppw->approx[ppw->index_ap_tca] == (int)tca_off)) { + delta_p_b_over_rho_b = ppw->pvecthermo[pth->index_th_wb]*(y[ppw->pv->index_pt_delta_b]+ y[ppw->pv->index_pt_perturbed_recombination_delta_temp]); + } + else { + delta_p_b_over_rho_b = ppw->pvecthermo[pth->index_th_cb2]*y[ppw->pv->index_pt_delta_b]; + } + + /** - ---> (a.4.) interacting dark radiation */ + + if (pba->has_idr == _TRUE_) { + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_off) { + delta_idr = y[ppw->pv->index_pt_delta_idr]; + theta_idr = y[ppw->pv->index_pt_theta_idr]; + + if (ppt->idr_nature == idr_free_streaming){ + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_on){ + if (ppt->gauge == newtonian) + shear_idr = 0.5 *(8./15./ppw->pvecthermo[pth->index_th_dmu_idm_dr]/ppt->alpha_idm_dr[0]*(y[ppw->pv->index_pt_theta_idr])) ; + else + shear_idr = 0.; /* this is set in perturbations_einstein, so here it's set to 0 */ + } + else{ + shear_idr = y[ppw->pv->index_pt_shear_idr]; + } + } + } + else{ + delta_idr = 0.; + theta_idr = 0.; + shear_idr = 0.; + } + } + /** - --> (b) compute the total density, velocity and shear perturbations */ /* photon and baryon contribution */ ppw->delta_rho = ppw->pvecback[pba->index_bg_rho_g]*delta_g - + ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_delta_b]; + + ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_delta_b]; // contribution to total perturbed stress-energy ppw->rho_plus_p_theta = 4./3.*ppw->pvecback[pba->index_bg_rho_g]*theta_g - + ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_theta_b]; - ppw->rho_plus_p_shear = 4./3.*ppw->pvecback[pba->index_bg_rho_g]*shear_g; + + ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_theta_b]; // contribution to total perturbed stress-energy + ppw->rho_plus_p_shear = 4./3.*ppw->pvecback[pba->index_bg_rho_g]*shear_g; // contribution to total perturbed stress-energy ppw->delta_p = 1./3.*ppw->pvecback[pba->index_bg_rho_g]*delta_g - + ppw->pvecthermo[pth->index_th_cb2]*ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_delta_b]; - rho_plus_p_tot = 4./3. * ppw->pvecback[pba->index_bg_rho_g] + ppw->pvecback[pba->index_bg_rho_b]; + + ppw->pvecback[pba->index_bg_rho_b]*delta_p_b_over_rho_b; // contribution to total perturbed stress-energy + ppw->rho_plus_p_tot = 4./3. * ppw->pvecback[pba->index_bg_rho_g] + ppw->pvecback[pba->index_bg_rho_b]; ppw->delta_rho_r = ppw->pvecback[pba->index_bg_rho_g]*delta_g; ppw->rho_plus_p_theta_r = 4./3.*ppw->pvecback[pba->index_bg_rho_g]*theta_g; + if (ppt->has_source_delta_m == _TRUE_) { + delta_rho_m = ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_delta_b]; // contribution to delta rho_matter + rho_m = ppw->pvecback[pba->index_bg_rho_b]; + } + if ((ppt->has_source_delta_m == _TRUE_) || (ppt->has_source_theta_m == _TRUE_)) { + rho_plus_p_theta_m = ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_theta_b]; // contribution to [(rho+p)theta]_matter + rho_plus_p_m = ppw->pvecback[pba->index_bg_rho_b]; + } + /* cdm contribution */ if (pba->has_cdm == _TRUE_) { - ppw->delta_rho = ppw->delta_rho + ppw->pvecback[pba->index_bg_rho_cdm]*y[ppw->pv->index_pt_delta_cdm]; + ppw->delta_rho += ppw->pvecback[pba->index_bg_rho_cdm]*y[ppw->pv->index_pt_delta_cdm]; // contribution to total perturbed stress-energy if (ppt->gauge == newtonian) - ppw->rho_plus_p_theta = ppw->rho_plus_p_theta + ppw->pvecback[pba->index_bg_rho_cdm]*y[ppw->pv->index_pt_theta_cdm]; - rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_cdm]; + ppw->rho_plus_p_theta = ppw->rho_plus_p_theta + ppw->pvecback[pba->index_bg_rho_cdm]*y[ppw->pv->index_pt_theta_cdm]; // contribution to total perturbed stress-energy + + ppw->rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_cdm]; + + if (ppt->has_source_delta_m == _TRUE_) { + delta_rho_m += ppw->pvecback[pba->index_bg_rho_cdm]*y[ppw->pv->index_pt_delta_cdm]; // contribution to delta rho_matter + rho_m += ppw->pvecback[pba->index_bg_rho_cdm]; + } + if ((ppt->has_source_delta_m == _TRUE_) || (ppt->has_source_theta_m == _TRUE_)) { + if (ppt->gauge == newtonian) + rho_plus_p_theta_m += ppw->pvecback[pba->index_bg_rho_cdm]*y[ppw->pv->index_pt_theta_cdm]; // contribution to [(rho+p)theta]_matter + rho_plus_p_m += ppw->pvecback[pba->index_bg_rho_cdm]; + } + } + + /* idm contribution */ + if (pba->has_idm == _TRUE_) { + ppw->delta_rho += ppw->pvecback[pba->index_bg_rho_idm]*y[ppw->pv->index_pt_delta_idm]; + ppw->rho_plus_p_theta += ppw->pvecback[pba->index_bg_rho_idm]*y[ppw->pv->index_pt_theta_idm]; + ppw->rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_idm]; + + if (ppt->has_source_delta_m == _TRUE_) { + delta_rho_m += ppw->pvecback[pba->index_bg_rho_idm]*y[ppw->pv->index_pt_delta_idm]; // contribution to delta rho_matter + rho_m += ppw->pvecback[pba->index_bg_rho_idm]; + } + if ((ppt->has_source_delta_m == _TRUE_) || (ppt->has_source_theta_m == _TRUE_)) { + rho_plus_p_theta_m += ppw->pvecback[pba->index_bg_rho_idm]*y[ppw->pv->index_pt_theta_idm]; // contribution to [(rho+p)theta]_matter + rho_plus_p_m += ppw->pvecback[pba->index_bg_rho_idm]; + } } /* dcdm contribution */ if (pba->has_dcdm == _TRUE_) { ppw->delta_rho += ppw->pvecback[pba->index_bg_rho_dcdm]*y[ppw->pv->index_pt_delta_dcdm]; ppw->rho_plus_p_theta += ppw->pvecback[pba->index_bg_rho_dcdm]*y[ppw->pv->index_pt_theta_dcdm]; - rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_dcdm]; + + ppw->rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_dcdm]; + + if (ppt->has_source_delta_m == _TRUE_) { + delta_rho_m += ppw->pvecback[pba->index_bg_rho_dcdm]*y[ppw->pv->index_pt_delta_dcdm]; // contribution to delta rho_matter + rho_m += ppw->pvecback[pba->index_bg_rho_dcdm]; + } + if ((ppt->has_source_delta_m == _TRUE_) || (ppt->has_source_theta_m == _TRUE_)) { + rho_plus_p_theta_m += ppw->pvecback[pba->index_bg_rho_dcdm]*y[ppw->pv->index_pt_theta_dcdm]; // contribution to [(rho+p)theta]_matter + rho_plus_p_m += ppw->pvecback[pba->index_bg_rho_dcdm]; + } } /* ultra-relativistic decay radiation */ @@ -6751,7 +7160,8 @@ int perturb_total_stress_energy( ppw->rho_plus_p_theta += 4./3.*3./4*k*rho_dr_over_f*y[ppw->pv->index_pt_F0_dr+1]; ppw->rho_plus_p_shear += 2./3.*rho_dr_over_f*y[ppw->pv->index_pt_F0_dr+2]; ppw->delta_p += 1./3.*rho_dr_over_f*y[ppw->pv->index_pt_F0_dr]; - rho_plus_p_tot += 4./3. * ppw->pvecback[pba->index_bg_rho_dr]; + + ppw->rho_plus_p_tot += 4./3. * ppw->pvecback[pba->index_bg_rho_dr]; } /* ultra-relativistic neutrino/relics contribution */ @@ -6761,17 +7171,37 @@ int perturb_total_stress_energy( ppw->rho_plus_p_theta = ppw->rho_plus_p_theta + 4./3.*ppw->pvecback[pba->index_bg_rho_ur]*theta_ur; ppw->rho_plus_p_shear = ppw->rho_plus_p_shear + 4./3.*ppw->pvecback[pba->index_bg_rho_ur]*shear_ur; ppw->delta_p += 1./3.*ppw->pvecback[pba->index_bg_rho_ur]*delta_ur; - rho_plus_p_tot += 4./3. * ppw->pvecback[pba->index_bg_rho_ur]; + + ppw->rho_plus_p_tot += 4./3. * ppw->pvecback[pba->index_bg_rho_ur]; ppw->delta_rho_r = ppw->delta_rho_r + ppw->pvecback[pba->index_bg_rho_ur]*delta_ur; ppw->rho_plus_p_theta_r = ppw->rho_plus_p_theta_r + 4./3.*ppw->pvecback[pba->index_bg_rho_ur]*theta_ur; } + /* interacting dark radiation */ + if (pba->has_idr == _TRUE_) { + ppw->delta_rho += ppw->pvecback[pba->index_bg_rho_idr]*delta_idr; + ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_idr]*theta_idr; + if (ppt->idr_nature==idr_free_streaming) + ppw->rho_plus_p_shear += 4./3.*ppw->pvecback[pba->index_bg_rho_idr]*shear_idr; + ppw->delta_p += 1./3. * ppw->pvecback[pba->index_bg_rho_idr]*delta_idr; + ppw->rho_plus_p_tot += 4./3. * ppw->pvecback[pba->index_bg_rho_idr]; + } + + /* infer delta_cb abd theta_cb (perturbations from CDM and baryons) before adding ncdm */ + if ((ppt->has_source_delta_m == _TRUE_) && (ppt->has_source_delta_cb == _TRUE_)) + ppw->delta_cb = delta_rho_m/rho_m; + + if (((ppt->has_source_delta_m == _TRUE_) || (ppt->has_source_theta_m == _TRUE_)) && + ((ppt->has_source_delta_cb == _TRUE_) || (ppt->has_source_theta_cb == _TRUE_))) + ppw->theta_cb = rho_plus_p_theta_m/rho_plus_p_m; + + /* non-cold dark matter contribution */ if (pba->has_ncdm == _TRUE_) { idx = ppw->pv->index_pt_psi0_ncdm1; - if(ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_on){ + if (ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_on){ // The perturbations are evolved integrated: - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ rho_ncdm_bg = ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]; p_ncdm_bg = ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]; pseudo_p_ncdm = ppw->pvecback[pba->index_bg_pseudo_p_ncdm1+n_ncdm]; @@ -6789,19 +7219,20 @@ int perturb_total_stress_energy( ppw->rho_plus_p_theta += rho_plus_p_ncdm*y[idx+1]; ppw->rho_plus_p_shear += rho_plus_p_ncdm*y[idx+2]; ppw->delta_p += cg2_ncdm*rho_ncdm_bg*y[idx]; - rho_plus_p_tot += rho_plus_p_ncdm; + + ppw->rho_plus_p_tot += rho_plus_p_ncdm; idx += ppw->pv->l_max_ncdm[n_ncdm]+1; } } else{ // We must integrate to find perturbations: - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ rho_delta_ncdm = 0.0; rho_plus_p_theta_ncdm = 0.0; rho_plus_p_shear_ncdm = 0.0; delta_p_ncdm = 0.0; - factor = pba->factor_ncdm[n_ncdm]*pow(pba->a_today/a,4); + factor = pba->factor_ncdm[n_ncdm]/pow(a,4); for (index_q=0; index_q < ppw->pv->q_size_ncdm[n_ncdm]; index_q ++) { @@ -6835,7 +7266,21 @@ int perturb_total_stress_energy( ppw->rho_plus_p_theta += rho_plus_p_theta_ncdm; ppw->rho_plus_p_shear += rho_plus_p_shear_ncdm; ppw->delta_p += delta_p_ncdm; - rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]+ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]; + + ppw->rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]+ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]; + } + } + if (ppt->has_source_delta_m == _TRUE_) { + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + delta_rho_m += ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]*ppw->delta_ncdm[n_ncdm]; // contribution to delta rho_matter + rho_m += ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]; + } + } + if ((ppt->has_source_delta_m == _TRUE_) || (ppt->has_source_theta_m == _TRUE_)) { + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + rho_plus_p_theta_m += (ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]+ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]) + *ppw->theta_ncdm[n_ncdm]; // contribution to [(rho+p)theta]_matter + rho_plus_p_m += (ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]+ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]); } } } @@ -6876,7 +7321,7 @@ int perturb_total_stress_energy( ppw->delta_p += delta_p_scf; - rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_scf]+ppw->pvecback[pba->index_bg_p_scf]; + ppw->rho_plus_p_tot += ppw->pvecback[pba->index_bg_rho_scf]+ppw->pvecback[pba->index_bg_p_scf]; } @@ -6886,122 +7331,114 @@ int perturb_total_stress_energy( if (pba->has_fld == _TRUE_) { class_call(background_w_fld(pba,a,&w_fld,&dw_over_da_fld,&integral_fld), pba->error_message, ppt->error_message); + w_prime_fld = dw_over_da_fld * a_prime_over_a * a; if (pba->use_ppf == _FALSE_) { ppw->delta_rho_fld = ppw->pvecback[pba->index_bg_rho_fld]*y[ppw->pv->index_pt_delta_fld]; ppw->rho_plus_p_theta_fld = (1.+w_fld)*ppw->pvecback[pba->index_bg_rho_fld]*y[ppw->pv->index_pt_theta_fld]; + ca2_fld = w_fld - w_prime_fld / 3. / (1.+w_fld) / a_prime_over_a; + /** We must gauge transform the pressure perturbation from the fluid rest-frame to the gauge we are working in */ + ppw->delta_p_fld = pba->cs2_fld * ppw->delta_rho_fld + (pba->cs2_fld-ca2_fld)*(3*a_prime_over_a*ppw->rho_plus_p_theta_fld/k/k); } else { s2sq = ppw->s_l[2]*ppw->s_l[2]; - if (ppt->gauge == synchronous) - alpha = (y[ppw->pv->index_pt_eta]+1.5*a2/k2/s2sq*(ppw->delta_rho+a_prime_over_a/k2*ppw->rho_plus_p_theta)-y[ppw->pv->index_pt_Gamma_fld])/a_prime_over_a; + c_gamma_k_H_square = pow(pba->c_gamma_over_c_fld*k/a_prime_over_a,2)*pba->cs2_fld; + /** The equation is too stiff for Runge-Kutta when c_gamma_k_H_square is large. + Use the asymptotic solution Gamma=Gamma'=0 in that case. + */ + if (c_gamma_k_H_square > ppr->c_gamma_k_H_square_max) + Gamma_fld = 0.; else + Gamma_fld = y[ppw->pv->index_pt_Gamma_fld]; + + if (ppt->gauge == synchronous){ + alpha = (y[ppw->pv->index_pt_eta]+1.5*a2/k2/s2sq*(ppw->delta_rho+3*a_prime_over_a/k2*ppw->rho_plus_p_theta)-Gamma_fld)/a_prime_over_a; + alpha_prime = -2. * a_prime_over_a * alpha + y[ppw->pv->index_pt_eta] - 4.5 * (a2/k2) * ppw->rho_plus_p_shear; + metric_euler = 0.; + } + else{ alpha = 0.; + alpha_prime = 0.; + metric_euler = k2*y[ppw->pv->index_pt_phi] - 4.5*a2*ppw->rho_plus_p_shear; + } ppw->S_fld = ppw->pvecback[pba->index_bg_rho_fld]*(1.+w_fld)*1.5*a2/k2/a_prime_over_a* - (ppw->rho_plus_p_theta/rho_plus_p_tot+k2*alpha); + (ppw->rho_plus_p_theta/ppw->rho_plus_p_tot+k2*alpha); // note that the last terms in the ratio do not include fld, that's correct, it's the whole point of the PPF scheme - c_gamma_k_H_square = pow(pba->c_gamma_over_c_fld*k/a_prime_over_a,2)*pba->cs2_fld; - ppw->Gamma_prime_fld = a_prime_over_a*(ppw->S_fld/(1.+c_gamma_k_H_square) - (1.+c_gamma_k_H_square)*y[ppw->pv->index_pt_Gamma_fld]); - Gamma_prime_plus_a_prime_over_a_Gamma = ppw->Gamma_prime_fld+a_prime_over_a*y[ppw->pv->index_pt_Gamma_fld]; + /** We must now check the stiffness criterion again and set Gamma_prime_fld accordingly. */ + if (c_gamma_k_H_square > ppr->c_gamma_k_H_square_max){ + ppw->Gamma_prime_fld = 0.; + } + else{ + ppw->Gamma_prime_fld = a_prime_over_a*(ppw->S_fld/(1.+c_gamma_k_H_square) - (1.+c_gamma_k_H_square)*Gamma_fld); + } + Gamma_prime_plus_a_prime_over_a_Gamma = ppw->Gamma_prime_fld+a_prime_over_a*Gamma_fld; // delta and theta in both gauges gauge: - ppw->rho_plus_p_theta_fld = ppw->pvecback[pba->index_bg_rho_fld]*(1.+w_fld)*ppw->rho_plus_p_theta/rho_plus_p_tot- - k2*2./3.*a_prime_over_a/a2/(1+4.5*a2/k2/s2sq*rho_plus_p_tot)* + ppw->rho_plus_p_theta_fld = ppw->pvecback[pba->index_bg_rho_fld]*(1.+w_fld)*ppw->rho_plus_p_theta/ppw->rho_plus_p_tot- + k2*2./3.*a_prime_over_a/a2/(1+4.5*a2/k2/s2sq*ppw->rho_plus_p_tot)* (ppw->S_fld-Gamma_prime_plus_a_prime_over_a_Gamma/a_prime_over_a); - ppw->delta_rho_fld = -2./3.*k2*s2sq/a2*y[ppw->pv->index_pt_Gamma_fld]-3*a_prime_over_a/k2*ppw->rho_plus_p_theta_fld; + ppw->delta_rho_fld = -2./3.*k2*s2sq/a2*Gamma_fld-3*a_prime_over_a/k2*ppw->rho_plus_p_theta_fld; + + /** Now construct the pressure perturbation, see 1903.xxxxx. */ + /** Construct energy density and pressure for DE (_fld) and the rest (_t). + Also compute derivatives. */ + rho_fld = ppw->pvecback[pba->index_bg_rho_fld]; + p_fld = w_fld*rho_fld; + rho_fld_prime = -3*a_prime_over_a*(rho_fld+p_fld); + p_fld_prime = w_prime_fld*rho_fld-3*a_prime_over_a*(1+w_fld)*p_fld; + rho_t = ppw->pvecback[pba->index_bg_rho_tot] - rho_fld; + p_t = ppw->pvecback[pba->index_bg_p_tot] - p_fld; + rho_t_prime = -3*a_prime_over_a*(rho_t+p_t); + p_t_prime = ppw->pvecback[pba->index_bg_p_tot_prime]-p_fld_prime; + /** Compute background quantities X,Y,Z and their derivatives. */ + X = c_gamma_k_H_square; + X_prime = -2*X*(a_prime_over_a + ppw->pvecback[pba->index_bg_H_prime]/ppw->pvecback[pba->index_bg_H]); + Y = 4.5*a2/k2/s2sq*(rho_t+p_t); + Y_prime = Y*(2.*a_prime_over_a+(rho_t_prime+p_t_prime)/(rho_t+p_t)); + Z = 2./3.*k2*ppw->pvecback[pba->index_bg_H]/a; + Z_prime = Z*(ppw->pvecback[pba->index_bg_H_prime]/ppw->pvecback[pba->index_bg_H] - a_prime_over_a); + /** Construct theta_t and its derivative from the Euler equation */ + theta_t = ppw->rho_plus_p_theta/ppw->rho_plus_p_tot; + theta_t_prime = -a_prime_over_a*theta_t-(p_t_prime*theta_t-k2*ppw->delta_p +k2*ppw->rho_plus_p_shear)/ppw->rho_plus_p_tot+metric_euler; + S = ppw->S_fld; + S_prime = -Z_prime/Z*S+1./Z*(rho_fld_prime+p_fld_prime)*(theta_t+k2*alpha)+1./Z*(rho_fld+p_fld)*(theta_t_prime+k2*alpha_prime); + /** Analytic derivative of the equation for ppw->rho_plus_p_theta_fld above. */ + rho_plus_p_theta_fld_prime = Z_prime*(S-1./(1.+Y)*(S/(1.+1./X)+Gamma_fld*X)) + + Z*(S_prime + Y_prime/(1.+Y*Y+2*Y)*(S/(1.+1./X)+Gamma_fld*X)- + 1./(1.+Y)*(S_prime/(1.+1./X)+S*X_prime/(1.+X*X+2*X)+ppw->Gamma_prime_fld*X+Gamma_fld*X_prime))- + k2*alpha_prime*(rho_fld+p_fld)-k2*alpha*(rho_fld_prime+p_fld_prime); + + /** We can finally compute the pressure perturbation using the Euler equation for theta_fld */ + ppw->delta_p_fld = (rho_plus_p_theta_fld_prime+4*a_prime_over_a* ppw->rho_plus_p_theta_fld - (rho_fld+p_fld)*metric_euler)/k2; } ppw->delta_rho += ppw->delta_rho_fld; ppw->rho_plus_p_theta += ppw->rho_plus_p_theta_fld; - ppw->delta_p += pba->cs2_fld * ppw->delta_rho_fld; + ppw->delta_p += ppw->delta_p_fld; + + ppw->rho_plus_p_tot += (1.+w_fld)*ppw->pvecback[pba->index_bg_rho_fld]; } - /* don't add species here, add them before the fluid contribution: because of the PPF scheme that one must be the last one! */ + /* don't add more species here, add them before the fluid contribution: because of the PPF scheme, the fluid must be the last one! */ - /* store delta_m in the current gauge. In perturb_einstein, this + /* store delta_m in the current gauge. In perturbations_einstein, this will be transformed later on into the gauge-independent variable D - = delta_m - 2H'/H \theta_m/k^2 . */ - - if (ppt->has_source_delta_m == _TRUE_) { - - /* include baryons and cold dark matter */ - - delta_rho_m = ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_delta_b]; - rho_m = ppw->pvecback[pba->index_bg_rho_b]; - - if (pba->has_cdm == _TRUE_) { - delta_rho_m += ppw->pvecback[pba->index_bg_rho_cdm]*y[ppw->pv->index_pt_delta_cdm]; - rho_m += ppw->pvecback[pba->index_bg_rho_cdm]; - } - - /* include decaying cold dark matter */ - - if (pba->has_dcdm == _TRUE_) { - delta_rho_m += ppw->pvecback[pba->index_bg_rho_dcdm]*y[ppw->pv->index_pt_delta_dcdm]; - rho_m += ppw->pvecback[pba->index_bg_rho_dcdm]; - } - - /* infer delta_cb */ - if (ppt->has_source_delta_cb) - ppw->delta_cb = delta_rho_m/rho_m; - - /* include any other species non-relativistic today (like ncdm species) */ - - if (pba->has_ncdm == _TRUE_) { - - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ - - delta_rho_m += ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]*ppw->delta_ncdm[n_ncdm]; - rho_m += ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]; - } - } - - /* infer delta_m */ + = delta_m + 3 a H \theta_m/k^2 . */ + if (ppt->has_source_delta_m == _TRUE_) ppw->delta_m = delta_rho_m/rho_m; - } - - /* store theta_m in the current gauge. In perturb_einstein, this + /* store theta_m in the current gauge. In perturbations_einstein, this will be transformed later on into the gauge-independent variable Theta . Note that computing theta_m is necessary also if we want the delta_m source only, because the gauge-invariant delta_m involves theta_m in the current gauge. */ - if ((ppt->has_source_delta_m == _TRUE_) || (ppt->has_source_theta_m == _TRUE_)) { - - /* include baryons and cold dark matter */ - - rho_plus_p_theta_m = ppw->pvecback[pba->index_bg_rho_b]*y[ppw->pv->index_pt_theta_b]; - rho_plus_p_m = ppw->pvecback[pba->index_bg_rho_b]; - - if (pba->has_cdm == _TRUE_) { - if (ppt->gauge == newtonian) - rho_plus_p_theta_m += ppw->pvecback[pba->index_bg_rho_cdm]*y[ppw->pv->index_pt_theta_cdm]; - rho_plus_p_m += ppw->pvecback[pba->index_bg_rho_cdm]; - } - - if (pba->has_dcdm == _TRUE_) { - rho_plus_p_theta_m += ppw->pvecback[pba->index_bg_rho_dcdm]*y[ppw->pv->index_pt_theta_dcdm]; - rho_plus_p_m += ppw->pvecback[pba->index_bg_rho_dcdm]; - } - - if ((ppt->has_source_delta_cb == _TRUE_) || (ppt->has_source_theta_cb == _TRUE_)) - ppw->theta_cb = rho_plus_p_theta_m/rho_plus_p_m; - - /* include any other species non-relativistic today (like ncdm species) */ - - if (pba->has_ncdm == _TRUE_) { - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ - rho_plus_p_theta_m += (ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]+ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm])*ppw->theta_ncdm[n_ncdm]; - rho_plus_p_m += (ppw->pvecback[pba->index_bg_rho_ncdm1+n_ncdm]+ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]); - } - } + if ((ppt->has_source_delta_m == _TRUE_) || (ppt->has_source_theta_m == _TRUE_)) + ppw->theta_m = rho_plus_p_theta_m/rho_plus_p_m; - /* infer theta_m */ + /* could include Lambda contribution to rho_tot (not done to match CMBFAST/CAMB definition) */ - ppw->theta_m = rho_plus_p_theta_m/rho_plus_p_m; - } } /** - for vector modes */ @@ -7062,7 +7499,7 @@ int perturb_total_stress_energy( rho_relativistic += ppw->pvecback[pba->index_bg_rho_ur]; if (pba->has_ncdm == _TRUE_) { - for(n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++) { + for (n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++) { /* (3 p_ncdm1) is the "relativistic" contribution to rho_ncdm1 */ rho_relativistic += 3.*ppw->pvecback[pba->index_bg_p_ncdm1+n_ncdm]; } @@ -7081,11 +7518,11 @@ int perturb_total_stress_energy( idx = ppw->pv->index_pt_psi0_ncdm1; // We must integrate to find perturbations: - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ gwncdm = 0.; - factor = pba->factor_ncdm[n_ncdm]*pow(pba->a_today/a,4); + factor = pba->factor_ncdm[n_ncdm]/pow(a,4); for (index_q=0; index_q < ppw->pv->q_size_ncdm[n_ncdm]; index_q ++) { @@ -7131,37 +7568,37 @@ int perturb_total_stress_energy( * @param y Input: vector of perturbations * @param dy Input: vector of time derivative of perturbations * @param index_tau Input: index in the array tau_sampling - * @param parameters_and_workspace Input/Output: in input, all parameters needed by perturb_derivs, in output, source terms + * @param parameters_and_workspace Input/Output: in input, all parameters needed by perturbations_derivs, in output, source terms * @param error_message Output: error message * @return the error status */ -int perturb_sources( - double tau, - double * y, - double * dy, - int index_tau, - void * parameters_and_workspace, - ErrorMsg error_message - ) { +int perturbations_sources( + double tau, + double * y, + double * dy, + int index_tau, + void * parameters_and_workspace, + ErrorMsg error_message + ) { /** Summary: */ /** - define local variables */ double P; - int index_type; + int index_tp; - struct perturb_parameters_and_workspace * pppaw; + struct perturbations_parameters_and_workspace * pppaw; struct precision * ppr; struct background * pba; - struct thermo * pth; - struct perturbs * ppt; + struct thermodynamics * pth; + struct perturbations * ppt; int index_md; int index_ic; int index_k; double k; double z; - struct perturb_workspace * ppw; + struct perturbations_workspace * ppw; double * pvecback; double * pvecthermo; double * pvecmetric; @@ -7172,11 +7609,18 @@ int perturb_sources( double w_fld,dw_over_da_fld,integral_fld; int switch_isw = 1; - double a_rel, a2_rel, f_dr; + double a, a2, f_dr; + + double H_T_Nb_prime=0., rho_tot; + double theta_over_k2,theta_shift; + double theta_b, theta_b_prime; + double dkappa, ddkappa, exp_m_kappa, g, g_prime; + double theta_idm = 0., theta_idm_prime = 0.; + double dmu_idm_g = 0., ddmu_idm_g = 0., exp_mu_idm_g = 0.; /** - rename structure fields (just to avoid heavy notations) */ - pppaw = parameters_and_workspace; + pppaw = (struct perturbations_parameters_and_workspace *)parameters_and_workspace; ppr = pppaw->ppr; pba = pppaw->pba; pth = pppaw->pth; @@ -7195,51 +7639,76 @@ int perturb_sources( class_call(background_at_tau(pba, tau, - pba->normal_info, - pba->inter_closeby, + normal_info, + inter_closeby, &(ppw->last_index_back), pvecback), pba->error_message, error_message); - z = pba->a_today/pvecback[pba->index_bg_a]-1.; + /* redshift (remember that a in the code stands for (a/a_0)) */ + z = 1./pvecback[pba->index_bg_a]-1.; class_call(thermodynamics_at_z(pba, pth, z, /* redshift z=1/a-1 */ - pth->inter_closeby, + inter_closeby, &(ppw->last_index_thermo), pvecback, pvecthermo), pth->error_message, error_message); - a_rel = ppw->pvecback[pba->index_bg_a]/pba->a_today; - a2_rel = a_rel * a_rel; + a = ppw->pvecback[pba->index_bg_a]; + a2 = a * a; + + a_prime_over_a = pvecback[pba->index_bg_a] * pvecback[pba->index_bg_H]; /* (a'/a)=aH */ + a_prime_over_a_prime = pvecback[pba->index_bg_H_prime] * pvecback[pba->index_bg_a] + pow(pvecback[pba->index_bg_H] * pvecback[pba->index_bg_a],2); /* (a'/a)' = aH'+(aH)^2 */ - /* derived background quantities, useful only in synchronous gauge */ - if (ppt->gauge == synchronous) { - a_prime_over_a = pvecback[pba->index_bg_a] * pvecback[pba->index_bg_H]; /* (a'/a)=aH */ - a_prime_over_a_prime = pvecback[pba->index_bg_H_prime] * pvecback[pba->index_bg_a] + pow(pvecback[pba->index_bg_H] * pvecback[pba->index_bg_a],2); /* (a'/a)' = aH'+(aH)^2 */ + dkappa = pvecthermo[pth->index_th_dkappa]; + ddkappa = pvecthermo[pth->index_th_ddkappa]; + exp_m_kappa = pvecthermo[pth->index_th_exp_m_kappa]; + g = pvecthermo[pth->index_th_g]; + g_prime = pvecthermo[pth->index_th_dg]; + + if (pba->has_idm == _TRUE_) { + theta_idm= y[ppw->pv->index_pt_theta_idm]; + theta_idm_prime = dy[ppw->pv->index_pt_theta_idm]; + } + if (pth->has_idm_g == _TRUE_) { + dmu_idm_g = pvecthermo[pth->index_th_dmu_idm_g]; + ddmu_idm_g = pvecthermo[pth->index_th_ddmu_idm_g]; + exp_mu_idm_g = pvecthermo[pth->index_th_exp_mu_idm_g]; } /** - for scalars */ if (_scalars_) { + theta_b = y[ppw->pv->index_pt_theta_b]; + theta_b_prime = dy[ppw->pv->index_pt_theta_b]; + /** - --> compute metric perturbations */ - class_call(perturb_einstein(ppr, - pba, - pth, - ppt, - index_md, - k, - tau, - y, - ppw), + class_call(perturbations_einstein(ppr, + pba, + pth, + ppt, + index_md, + k, + tau, + y, + ppw), ppt->error_message, error_message); + if ((ppt->gauge == synchronous) && (ppt->get_h_from_trace == _TRUE_) && (ppr->tol_einstein00_reldev>0)) { // not only _smg + double check_einstein00 = pvecmetric[ppw->index_mt_einstein00]/2./k/k*pow(a,2)/y[ppw->pv->index_pt_eta]; + class_test( + fabs(check_einstein00)>ppr->tol_einstein00_reldev, + ppt->error_message, + "The Einstein 00 equation is not satisfied at a=%e and k=%e. Try to set get_h_from_trace==FALSE to get a consistent evolution. Otherwise you can increase tol_einstein00_reldev if you can tolerate larger deviations to this equation.", a, k); + } + /** - --> compute quantities depending on approximation schemes */ if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) { @@ -7283,16 +7752,28 @@ int perturb_sources( /* newtonian gauge: slightly more complicated form, but more efficient numerically */ if (ppt->gauge == newtonian) { - _set_source_(ppt->index_tp_t0) = - ppt->switch_sw * pvecthermo[pth->index_th_g] * (delta_g / 4. + pvecmetric[ppw->index_mt_psi]) - + switch_isw * (pvecthermo[pth->index_th_g] * (y[ppw->pv->index_pt_phi]-pvecmetric[ppw->index_mt_psi]) - + pvecthermo[pth->index_th_exp_m_kappa] * 2. * pvecmetric[ppw->index_mt_phi_prime]) - + ppt->switch_dop /k/k * (pvecthermo[pth->index_th_g] * dy[ppw->pv->index_pt_theta_b] - + pvecthermo[pth->index_th_dg] * y[ppw->pv->index_pt_theta_b]); + if (pth->has_idm_g == _TRUE_ ){ + _set_source_(ppt->index_tp_t0) = + ppt->switch_sw * g * (delta_g / 4. + pvecmetric[ppw->index_mt_psi]) + + switch_isw * ( g * (y[ppw->pv->index_pt_phi]-pvecmetric[ppw->index_mt_psi]) + + exp_m_kappa * exp_mu_idm_g * 2. * pvecmetric[ppw->index_mt_phi_prime]) + + ppt->switch_dop /k/k * ( g *(dkappa * theta_b + dmu_idm_g*theta_idm) + + exp_mu_idm_g * exp_m_kappa * (ddkappa*theta_b + ddmu_idm_g* theta_idm + dkappa * theta_b_prime + dmu_idm_g * theta_idm_prime) ); + + _set_source_(ppt->index_tp_t1) = switch_isw * exp_m_kappa * exp_mu_idm_g * k* (pvecmetric[ppw->index_mt_psi]-y[ppw->pv->index_pt_phi]); + + } + else { + _set_source_(ppt->index_tp_t0) = + ppt->switch_sw * g * (delta_g / 4. + pvecmetric[ppw->index_mt_psi]) + + switch_isw * ( g * (y[ppw->pv->index_pt_phi]-pvecmetric[ppw->index_mt_psi]) + + exp_m_kappa * 2. * pvecmetric[ppw->index_mt_phi_prime]) + + ppt->switch_dop /k/k * ( g * theta_b_prime + g_prime * theta_b); - _set_source_(ppt->index_tp_t1) = switch_isw * pvecthermo[pth->index_th_exp_m_kappa] * k* (pvecmetric[ppw->index_mt_psi]-y[ppw->pv->index_pt_phi]); + _set_source_(ppt->index_tp_t1) = switch_isw * exp_m_kappa * k* (pvecmetric[ppw->index_mt_psi]-y[ppw->pv->index_pt_phi]); + } - _set_source_(ppt->index_tp_t2) = ppt->switch_pol * pvecthermo[pth->index_th_g] * P; + _set_source_(ppt->index_tp_t2) = ppt->switch_pol * g * P; } @@ -7309,25 +7790,54 @@ int perturb_sources( if (ppt->gauge == synchronous) { - _set_source_(ppt->index_tp_t0) = - ppt->switch_sw * pvecthermo[pth->index_th_g] * (delta_g/4. + pvecmetric[ppw->index_mt_alpha_prime]) - + switch_isw * (pvecthermo[pth->index_th_g] * (y[ppw->pv->index_pt_eta] - - pvecmetric[ppw->index_mt_alpha_prime] - - 2 * a_prime_over_a * pvecmetric[ppw->index_mt_alpha]) - + pvecthermo[pth->index_th_exp_m_kappa] * 2. * (pvecmetric[ppw->index_mt_eta_prime] - - a_prime_over_a_prime * pvecmetric[ppw->index_mt_alpha] - - a_prime_over_a * pvecmetric[ppw->index_mt_alpha_prime])) - + ppt->switch_dop * (pvecthermo[pth->index_th_g] * (dy[ppw->pv->index_pt_theta_b]/k/k + pvecmetric[ppw->index_mt_alpha_prime]) - +pvecthermo[pth->index_th_dg] * (y[ppw->pv->index_pt_theta_b]/k/k + pvecmetric[ppw->index_mt_alpha])); - - _set_source_(ppt->index_tp_t1) = - switch_isw * pvecthermo[pth->index_th_exp_m_kappa] * k * (pvecmetric[ppw->index_mt_alpha_prime] - + 2. * a_prime_over_a * pvecmetric[ppw->index_mt_alpha] - - y[ppw->pv->index_pt_eta]); + theta_b += pvecmetric[ppw->index_mt_alpha] *k*k; // absorb alpha in here to make the formulas readable + theta_b_prime += pvecmetric[ppw->index_mt_alpha_prime] *k*k; + + if (pth->has_idm_g == _TRUE_) { + theta_idm += pvecmetric[ppw->index_mt_alpha] *k*k; + theta_idm_prime += pvecmetric[ppw->index_mt_alpha_prime] *k*k; + + _set_source_(ppt->index_tp_t0) = + ppt->switch_sw * g * (delta_g/4. + pvecmetric[ppw->index_mt_alpha_prime]) + + switch_isw * ( g * (y[ppw->pv->index_pt_eta] + - pvecmetric[ppw->index_mt_alpha_prime] + - 2 * a_prime_over_a * pvecmetric[ppw->index_mt_alpha]) + + exp_m_kappa * exp_mu_idm_g * 2. * (pvecmetric[ppw->index_mt_eta_prime] + - a_prime_over_a_prime * pvecmetric[ppw->index_mt_alpha] + - a_prime_over_a * pvecmetric[ppw->index_mt_alpha_prime])) + + ppt->switch_dop /k/k * ( g * ( dkappa * theta_b + dmu_idm_g * theta_idm) + + exp_mu_idm_g * exp_m_kappa + * ( ddkappa * theta_b + ddmu_idm_g * theta_idm + + dkappa * theta_b_prime + dmu_idm_g * theta_idm_prime) ); + + _set_source_(ppt->index_tp_t1) = + switch_isw * exp_m_kappa * exp_mu_idm_g * k * (pvecmetric[ppw->index_mt_alpha_prime] + + 2. * a_prime_over_a * pvecmetric[ppw->index_mt_alpha] + - y[ppw->pv->index_pt_eta]); + + } + else { + _set_source_(ppt->index_tp_t0) = + ppt->switch_sw * g * (delta_g/4. + pvecmetric[ppw->index_mt_alpha_prime]) + + switch_isw * ( g * (y[ppw->pv->index_pt_eta] + - pvecmetric[ppw->index_mt_alpha_prime] + - 2 * a_prime_over_a * pvecmetric[ppw->index_mt_alpha]) + + exp_m_kappa * 2. * (pvecmetric[ppw->index_mt_eta_prime] + - a_prime_over_a_prime * pvecmetric[ppw->index_mt_alpha] + - a_prime_over_a * pvecmetric[ppw->index_mt_alpha_prime])) + + ppt->switch_dop /k/k * ( g * theta_b_prime + g_prime * theta_b ); + + + _set_source_(ppt->index_tp_t1) = + switch_isw * exp_m_kappa * k * (pvecmetric[ppw->index_mt_alpha_prime] + + 2. * a_prime_over_a * pvecmetric[ppw->index_mt_alpha] + - y[ppw->pv->index_pt_eta]); + } _set_source_(ppt->index_tp_t2) = - ppt->switch_pol * pvecthermo[pth->index_th_g] * P; + ppt->switch_pol * g * P; } + } /* scalar polarization */ @@ -7338,12 +7848,40 @@ int perturb_sources( plus sign to comply with the 'historical convention' established in CMBFAST and CAMB. */ - _set_source_(ppt->index_tp_p) = sqrt(6.) * pvecthermo[pth->index_th_g] * P; + _set_source_(ppt->index_tp_p) = sqrt(6.) * g * P; } /* now, non-CMB sources */ + if ((ppt->has_Nbody_gauge_transfers == _TRUE_) || (ppt->has_source_H_T_Nb_prime == _TRUE_) || (ppt->has_source_k2gamma_Nb == _TRUE_)) { + + /* H_T_prime in N-body gauge. (H_T=3zeta where zeta is the comoving curvature perturbation.). + See equation A.5 in 1811.00904.*/ + H_T_Nb_prime = 3*a_prime_over_a/ppw->rho_plus_p_tot*(-ppw->delta_p+ + pvecback[pba->index_bg_p_tot_prime]*ppw->rho_plus_p_theta/ppw->rho_plus_p_tot/k/k+ + ppw->rho_plus_p_shear); + if (ppt->has_source_H_T_Nb_prime == _TRUE_) { + _set_source_(ppt->index_tp_H_T_Nb_prime) = H_T_Nb_prime; + } + + /** gamma in N-body gauge. Eq. A.2 in 1811.00904 gives k2gamma = + (a'/a)H_T' + k2(phi-psi) - H_T''. The last term is cubersome + to calculate (one would need finite derivatives) but usually + small. Here we only compute an approximate k2gamma without + this last term. If needed, the term could be restored: you + can see how T. Tram did it in a previous commit + beec79548877e1e43403d1f4de5ddee6741a3c16 (28.02.2019) - then + it had to go to harmonic.c, now it could stay in this + module. Later this feature was removed for simplicity. Note + that to compute the transfer functions in the N-body gauge + we do not need k2gamma anyway. */ + + if (ppt->has_source_k2gamma_Nb == _TRUE_){ + _set_source_(ppt->index_tp_k2gamma_Nb) = -a_prime_over_a*H_T_Nb_prime+9./2.*a2*ppw->rho_plus_p_shear; + } + } + /* Bardeen potential -PHI_H = phi in Newtonian gauge */ if (ppt->has_source_phi == _TRUE_) { @@ -7410,7 +7948,7 @@ int perturb_sources( } - /* total matter over density (gauge-invariant, defined as in arXiv:1307.1459) */ + /* total matter overdensity (gauge-invariant, defined as in arXiv:1307.1459) */ if (ppt->has_source_delta_m == _TRUE_) { _set_source_(ppt->index_tp_delta_m) = ppw->delta_m; } @@ -7420,74 +7958,134 @@ int perturb_sources( _set_source_(ppt->index_tp_delta_cb) = ppw->delta_cb; } + /* compute the corrections that have to be applied to each (delta_i, theta_i) in N-body gauge */ + if (ppt->has_Nbody_gauge_transfers == _TRUE_){ + theta_over_k2 = ppw->rho_plus_p_theta/ppw->rho_plus_p_tot/k/k; + theta_shift = H_T_Nb_prime; + if (ppt->gauge == synchronous) theta_shift += pvecmetric[ppw->index_mt_alpha]*k*k; + } + else{ + theta_over_k2 = 0.; + theta_shift = 0.; + } + + /* delta_tot */ + if (ppt->has_source_delta_tot == _TRUE_) { + + /** We follow the (debatable) CMBFAST/CAMB convention of not including rho_lambda in rho_tot */ + if (pba->has_lambda == _TRUE_){ + rho_tot = pvecback[pba->index_bg_rho_tot] - pvecback[pba->index_bg_rho_lambda]; + } + else{ + rho_tot = pvecback[pba->index_bg_rho_tot]; + } + + _set_source_(ppt->index_tp_delta_tot) = ppw->delta_rho/rho_tot + + 3*a_prime_over_a*(1+pvecback[pba->index_bg_p_tot]/pvecback[pba->index_bg_rho_tot])*theta_over_k2; + } + /* delta_g */ if (ppt->has_source_delta_g == _TRUE_) { - _set_source_(ppt->index_tp_delta_g) = delta_g; + _set_source_(ppt->index_tp_delta_g) = delta_g + + 4.*a_prime_over_a*theta_over_k2; // N-body gauge correction } /* delta_baryon */ if (ppt->has_source_delta_b == _TRUE_) { - _set_source_(ppt->index_tp_delta_b) = y[ppw->pv->index_pt_delta_b]; + _set_source_(ppt->index_tp_delta_b) = y[ppw->pv->index_pt_delta_b] + + 3.*a_prime_over_a*theta_over_k2; // N-body gauge correction } /* delta_cdm */ if (ppt->has_source_delta_cdm == _TRUE_) { - _set_source_(ppt->index_tp_delta_cdm) = y[ppw->pv->index_pt_delta_cdm]; + _set_source_(ppt->index_tp_delta_cdm) = y[ppw->pv->index_pt_delta_cdm] + + 3.*a_prime_over_a*theta_over_k2; // N-body gauge correction + } + + /* delta_idm */ + if (ppt->has_source_delta_idm == _TRUE_) { + _set_source_(ppt->index_tp_delta_idm) = y[ppw->pv->index_pt_delta_idm] + + 3.*a_prime_over_a*theta_over_k2; // N-body gauge correction } /* delta_dcdm */ if (ppt->has_source_delta_dcdm == _TRUE_) { - _set_source_(ppt->index_tp_delta_dcdm) = y[ppw->pv->index_pt_delta_dcdm]; + _set_source_(ppt->index_tp_delta_dcdm) = y[ppw->pv->index_pt_delta_dcdm] + + (3.*a_prime_over_a+a*pba->Gamma_dcdm)*theta_over_k2; // N-body gauge correction; } /* delta_fld */ if (ppt->has_source_delta_fld == _TRUE_) { - _set_source_(ppt->index_tp_delta_fld) = ppw->delta_rho_fld/pvecback[pba->index_bg_rho_fld]; + _set_source_(ppt->index_tp_delta_fld) = ppw->delta_rho_fld/pvecback[pba->index_bg_rho_fld] + + 3.*a_prime_over_a*(1.+pvecback[pba->index_bg_w_fld])*theta_over_k2; // N-body gauge correction } /* delta_scf */ if (ppt->has_source_delta_scf == _TRUE_) { if (ppt->gauge == synchronous){ delta_rho_scf = 1./3.* - (1./a2_rel*ppw->pvecback[pba->index_bg_phi_prime_scf]*y[ppw->pv->index_pt_phi_prime_scf] - + ppw->pvecback[pba->index_bg_dV_scf]*y[ppw->pv->index_pt_phi_scf]); + (1./a2*ppw->pvecback[pba->index_bg_phi_prime_scf]*y[ppw->pv->index_pt_phi_prime_scf] + + ppw->pvecback[pba->index_bg_dV_scf]*y[ppw->pv->index_pt_phi_scf]) + + 3.*a_prime_over_a*(1.+pvecback[pba->index_bg_p_scf]/pvecback[pba->index_bg_rho_scf])*theta_over_k2; // N-body gauge correction } else{ delta_rho_scf = 1./3.* - (1./a2_rel*ppw->pvecback[pba->index_bg_phi_prime_scf]*y[ppw->pv->index_pt_phi_prime_scf] + (1./a2*ppw->pvecback[pba->index_bg_phi_prime_scf]*y[ppw->pv->index_pt_phi_prime_scf] + ppw->pvecback[pba->index_bg_dV_scf]*y[ppw->pv->index_pt_phi_scf] - - 1./a2_rel*pow(ppw->pvecback[pba->index_bg_phi_prime_scf],2)*ppw->pvecmetric[ppw->index_mt_psi]); + - 1./a2*pow(ppw->pvecback[pba->index_bg_phi_prime_scf],2)*ppw->pvecmetric[ppw->index_mt_psi]) + + 3.*a_prime_over_a*(1.+pvecback[pba->index_bg_p_scf]/pvecback[pba->index_bg_rho_scf])*theta_over_k2; // N-body gauge correction } _set_source_(ppt->index_tp_delta_scf) = delta_rho_scf/pvecback[pba->index_bg_rho_scf]; } - /* phi_smg TODO: either change the name of the source or write delta_phi_dot */ - if (ppt->has_source_phi_smg == _TRUE_) { - _set_source_(ppt->index_tp_phi_smg) = pvecmetric[ppw->index_mt_vx_smg]; + /* x_smg */ + if(ppt->has_source_x_smg == _TRUE_) { + _set_source_(ppt->index_tp_x_smg) = pvecmetric[ppw->index_mt_x_smg]; } /* delta_dr */ if (ppt->has_source_delta_dr == _TRUE_) { - f_dr = pow(a2_rel/pba->H0,2)*pvecback[pba->index_bg_rho_dr]; - _set_source_(ppt->index_tp_delta_dr) = y[ppw->pv->index_pt_F0_dr]/f_dr; + f_dr = pow(a2/pba->H0,2)*pvecback[pba->index_bg_rho_dr]; + _set_source_(ppt->index_tp_delta_dr) = y[ppw->pv->index_pt_F0_dr]/f_dr + + 4.*a_prime_over_a*theta_over_k2; // N-body gauge correction } /* delta_ur */ if (ppt->has_source_delta_ur == _TRUE_) { if (ppw->approx[ppw->index_ap_rsa]==(int)rsa_off) - _set_source_(ppt->index_tp_delta_ur) = y[ppw->pv->index_pt_delta_ur]; + _set_source_(ppt->index_tp_delta_ur) = y[ppw->pv->index_pt_delta_ur] + + 4.*a_prime_over_a*theta_over_k2; // N-body gauge correction + else + _set_source_(ppt->index_tp_delta_ur) = ppw->rsa_delta_ur + + 4.*a_prime_over_a*theta_over_k2; // N-body gauge correction + } + + /* delta_idr */ + if (ppt->has_source_delta_idr == _TRUE_) { + if (ppw->approx[ppw->index_ap_rsa_idr]==(int)rsa_idr_off) + _set_source_(ppt->index_tp_delta_idr) = y[ppw->pv->index_pt_delta_idr] + + 4.*a_prime_over_a*theta_over_k2; // N-body gauge correction else - _set_source_(ppt->index_tp_delta_ur) = ppw->rsa_delta_ur; + _set_source_(ppt->index_tp_delta_idr) = ppw->rsa_delta_idr + + 4.*a_prime_over_a*theta_over_k2; // N-body gauge correction } /* delta_ncdm1 */ if (ppt->has_source_delta_ncdm == _TRUE_) { - for (index_type = ppt->index_tp_delta_ncdm1; index_type < ppt->index_tp_delta_ncdm1+pba->N_ncdm; index_type++) { - _set_source_(index_type) = ppw->delta_ncdm[index_type - ppt->index_tp_delta_ncdm1]; + for (index_tp = ppt->index_tp_delta_ncdm1; index_tp < ppt->index_tp_delta_ncdm1+pba->N_ncdm; index_tp++) { + _set_source_(index_tp) = ppw->delta_ncdm[index_tp - ppt->index_tp_delta_ncdm1] + + 3.*a_prime_over_a*(1+pvecback[index_tp - ppt->index_tp_delta_ncdm1 + pba->index_bg_p_ncdm1] + /pvecback[index_tp - ppt->index_tp_delta_ncdm1 + pba->index_bg_rho_ncdm1])*theta_over_k2; // N-body gauge correction } } - /* total velocity (gauge-invariant, defined as in arXiv:1307.1459) */ + /* total velocity */ + if (ppt->has_source_theta_tot == _TRUE_) { + _set_source_(ppt->index_tp_theta_tot) = ppw->rho_plus_p_theta/(pvecback[pba->index_bg_rho_tot]+pvecback[pba->index_bg_p_tot]) + + theta_shift; // N-body gauge correction + } + + /* total matter velocity (gauge-invariant, defined as in arXiv:1307.1459) */ if (ppt->has_source_theta_m == _TRUE_) { _set_source_(ppt->index_tp_theta_m) = ppw->theta_m; } @@ -7497,63 +8095,104 @@ int perturb_sources( _set_source_(ppt->index_tp_theta_cb) = ppw->theta_cb; } + /* total velocity */ + if (ppt->has_source_theta_tot == _TRUE_) { + _set_source_(ppt->index_tp_theta_tot) = ppw->rho_plus_p_theta/ppw->rho_plus_p_tot + + theta_shift; // N-body gauge correction + } + /* theta_g */ if (ppt->has_source_theta_g == _TRUE_) { if (ppw->approx[ppw->index_ap_rsa]==(int)rsa_off) - _set_source_(ppt->index_tp_theta_g) = y[ppw->pv->index_pt_theta_g]; + _set_source_(ppt->index_tp_theta_g) = y[ppw->pv->index_pt_theta_g] + + theta_shift; // N-body gauge correction else - _set_source_(ppt->index_tp_theta_g) = ppw->rsa_theta_g; + _set_source_(ppt->index_tp_theta_g) = ppw->rsa_theta_g + + theta_shift; // N-body gauge correction } /* theta_baryon */ if (ppt->has_source_theta_b == _TRUE_) { - _set_source_(ppt->index_tp_theta_b) = y[ppw->pv->index_pt_theta_b]; + _set_source_(ppt->index_tp_theta_b) = y[ppw->pv->index_pt_theta_b] + + theta_shift; // N-body gauge correction } /* theta_cdm */ if (ppt->has_source_theta_cdm == _TRUE_) { - _set_source_(ppt->index_tp_theta_cdm) = y[ppw->pv->index_pt_theta_cdm]; + _set_source_(ppt->index_tp_theta_cdm) = y[ppw->pv->index_pt_theta_cdm] + + theta_shift; // N-body gauge correction + } + + /* theta_idm */ + if (ppt->has_source_theta_idm == _TRUE_) { + _set_source_(ppt->index_tp_theta_idm) = y[ppw->pv->index_pt_theta_idm] + + theta_shift; // N-body gauge correction } /* theta_dcdm */ if (ppt->has_source_theta_dcdm == _TRUE_) { - _set_source_(ppt->index_tp_theta_dcdm) = y[ppw->pv->index_pt_theta_dcdm]; + _set_source_(ppt->index_tp_theta_dcdm) = y[ppw->pv->index_pt_theta_dcdm] + + theta_shift; // N-body gauge correction } /* theta_fld */ if (ppt->has_source_theta_fld == _TRUE_) { - class_call(background_w_fld(pba,a_rel*pba->a_today,&w_fld,&dw_over_da_fld,&integral_fld), pba->error_message, ppt->error_message); + class_call(background_w_fld(pba,a,&w_fld,&dw_over_da_fld,&integral_fld), pba->error_message, ppt->error_message); - _set_source_(ppt->index_tp_theta_fld) = ppw->rho_plus_p_theta_fld/(1.+w_fld)/pvecback[pba->index_bg_rho_fld]; + _set_source_(ppt->index_tp_theta_fld) = ppw->rho_plus_p_theta_fld/(1.+w_fld)/pvecback[pba->index_bg_rho_fld] + + theta_shift; // N-body gauge correction } /* theta_scf */ if (ppt->has_source_theta_scf == _TRUE_) { + rho_plus_p_theta_scf = 1./3.* - k*k/a2_rel*ppw->pvecback[pba->index_bg_phi_prime_scf]*y[ppw->pv->index_pt_phi_scf]; - _set_source_(ppt->index_tp_theta_scf) = rho_plus_p_theta_scf/ - (pvecback[pba->index_bg_rho_scf]+pvecback[pba->index_bg_p_scf]); + k*k/a2*ppw->pvecback[pba->index_bg_phi_prime_scf]*y[ppw->pv->index_pt_phi_scf]; + + _set_source_(ppt->index_tp_theta_scf) = rho_plus_p_theta_scf/(pvecback[pba->index_bg_rho_scf]+pvecback[pba->index_bg_p_scf]) + + theta_shift; // N-body gauge correction + } + + /* x_prime_smg */ + if(ppt->has_source_x_prime_smg == _TRUE_) { + _set_source_(ppt->index_tp_x_prime_smg) = pvecmetric[ppw->index_mt_x_prime_smg]; } /* theta_dr */ if (ppt->has_source_theta_dr == _TRUE_) { - f_dr = pow(a2_rel/pba->H0,2)*pvecback[pba->index_bg_rho_dr]; - _set_source_(ppt->index_tp_theta_dr) = 3./4.*k*y[ppw->pv->index_pt_F0_dr+1]/f_dr; + + f_dr = pow(a2/pba->H0,2)*pvecback[pba->index_bg_rho_dr]; + + _set_source_(ppt->index_tp_theta_dr) = 3./4.*k*y[ppw->pv->index_pt_F0_dr+1]/f_dr + + theta_shift; // N-body gauge correction } /* theta_ur */ if (ppt->has_source_theta_ur == _TRUE_) { if (ppw->approx[ppw->index_ap_rsa]==(int)rsa_off) - _set_source_(ppt->index_tp_theta_ur) = y[ppw->pv->index_pt_theta_ur]; + _set_source_(ppt->index_tp_theta_ur) = y[ppw->pv->index_pt_theta_ur] + + theta_shift; // N-body gauge correction + else + _set_source_(ppt->index_tp_theta_ur) = ppw->rsa_theta_ur + + theta_shift; // N-body gauge correction + } + + /* theta_idr */ + if (ppt->has_source_theta_idr == _TRUE_) { + if (ppw->approx[ppw->index_ap_rsa_idr]==(int)rsa_idr_off) + _set_source_(ppt->index_tp_theta_idr) = y[ppw->pv->index_pt_theta_idr] + + theta_shift; // N-body gauge correction else - _set_source_(ppt->index_tp_theta_ur) = ppw->rsa_theta_ur; + _set_source_(ppt->index_tp_theta_idr) = ppw->rsa_theta_idr + + theta_shift; // N-body gauge correction } /* theta_ncdm1 */ if (ppt->has_source_theta_ncdm == _TRUE_) { - for (index_type = ppt->index_tp_theta_ncdm1; index_type < ppt->index_tp_theta_ncdm1+pba->N_ncdm; index_type++) { - _set_source_(index_type) = ppw->theta_ncdm[index_type - ppt->index_tp_theta_ncdm1]; + for (index_tp = ppt->index_tp_theta_ncdm1; index_tp < ppt->index_tp_theta_ncdm1+pba->N_ncdm; index_tp++) { + _set_source_(index_tp) = ppw->theta_ncdm[index_tp - ppt->index_tp_theta_ncdm1] + + theta_shift; // N-body gauge correction } } } @@ -7622,38 +8261,42 @@ int perturb_sources( * */ -int perturb_print_variables(double tau, - double * y, - double * dy, - void * parameters_and_workspace, - ErrorMsg error_message - ) { +int perturbations_print_variables(double tau, + double * y, + double * dy, + void * parameters_and_workspace, + ErrorMsg error_message + ) { - struct perturb_parameters_and_workspace * pppaw; + struct perturbations_parameters_and_workspace * pppaw; /** Summary: */ /** - define local variables */ double k; int index_md; + struct precision * ppr; struct background * pba; - struct thermo * pth; - struct perturbs * ppt; - struct perturb_workspace * ppw; + struct thermodynamics * pth; + struct perturbations * ppt; + struct perturbations_workspace * ppw; double * pvecback; double * pvecthermo; double * pvecmetric; + double h_prime=0., eta=0.; + double h_prime_prime=0., eta_prime=0.; + double alpha_mt_prime=0., alpha_mt=0.; double delta_g,theta_g,shear_g,l4_g,pol0_g,pol1_g,pol2_g,pol4_g; double delta_b,theta_b; double delta_cdm=0.,theta_cdm=0.; + double delta_idm=0., theta_idm=0.; double delta_dcdm=0.,theta_dcdm=0.; double delta_dr=0.,theta_dr=0.,shear_dr=0., f_dr=1.0; double delta_ur=0.,theta_ur=0.,shear_ur=0.,l4_ur=0.; + double delta_idr=0., theta_idr=0., shear_idr=0.; double delta_rho_scf=0., rho_plus_p_theta_scf=0.; double delta_scf=0., theta_scf=0.; - double V_x_smg=0., V_x_prime_smg=0.; - double h_prime_smg=0., eta_smg=0.; /** - ncdm sector begins */ int n_ncdm; double *delta_ncdm=NULL, *theta_ncdm=NULL, *shear_ncdm=NULL, *delta_p_over_delta_rho_ncdm=NULL; @@ -7675,9 +8318,10 @@ int perturb_print_variables(double tau, /** - rename structure fields (just to avoid heavy notations) */ - pppaw = parameters_and_workspace; + pppaw = (struct perturbations_parameters_and_workspace *)parameters_and_workspace; k = pppaw->k; index_md = pppaw->index_md; + ppr = pppaw->ppr; pba = pppaw->pba; pth = pppaw->pth; @@ -7691,8 +8335,8 @@ int perturb_print_variables(double tau, class_call(background_at_tau(pba, tau, - pba->normal_info, - pba->inter_closeby, + normal_info, + inter_closeby, &(ppw->last_index_back), pvecback), pba->error_message, @@ -7701,7 +8345,7 @@ int perturb_print_variables(double tau, class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., - pth->inter_closeby, + inter_closeby, &(ppw->last_index_thermo), pvecback, pvecthermo), @@ -7710,15 +8354,15 @@ int perturb_print_variables(double tau, /** - update metric perturbations in this point */ - class_call(perturb_einstein(ppr, - pba, - pth, - ppt, - index_md, - k, - tau, - y, - ppw), + class_call(perturbations_einstein(ppr, + pba, + pth, + ppt, + index_md, + k, + tau, + y, + ppw), ppt->error_message, error_message); @@ -7794,6 +8438,29 @@ int perturb_print_variables(double tau, delta_b = y[ppw->pv->index_pt_delta_b]; theta_b = y[ppw->pv->index_pt_theta_b]; + /* interacting dark radiation */ + if (pba->has_idr == _TRUE_) { + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_off) { + delta_idr = y[ppw->pv->index_pt_delta_idr]; + theta_idr = y[ppw->pv->index_pt_theta_idr]; + + if (ppt->idr_nature == idr_free_streaming){ + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_on){ + shear_idr = ppw->tca_shear_idm_dr; + } + else{ + shear_idr = y[ppw->pv->index_pt_shear_idr]; + } + } + } + else{ + delta_idr = ppw->rsa_delta_idr; + theta_idr = ppw->rsa_theta_idr; + shear_idr = 0.; + } + } + + if (pba->has_cdm == _TRUE_) { delta_cdm = y[ppw->pv->index_pt_delta_cdm]; @@ -7805,6 +8472,11 @@ int perturb_print_variables(double tau, } } + if (pba->has_idm == _TRUE_) { + delta_idm = y[ppw->pv->index_pt_delta_idm]; + theta_idm = y[ppw->pv->index_pt_theta_idm]; + } + /* gravitational potentials */ if (ppt->gauge == synchronous) { @@ -7825,9 +8497,9 @@ int perturb_print_variables(double tau, if (pba->has_ncdm == _TRUE_) { /** - --> Get delta, deltaP/rho, theta, shear and store in array */ idx = ppw->pv->index_pt_psi0_ncdm1; - if(ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_on){ + if (ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_on){ // The perturbations are evolved integrated: - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ rho_ncdm_bg = pvecback[pba->index_bg_rho_ncdm1+n_ncdm]; p_ncdm_bg = pvecback[pba->index_bg_p_ncdm1+n_ncdm]; pseudo_p_ncdm = pvecback[pba->index_bg_pseudo_p_ncdm1+n_ncdm]; @@ -7843,12 +8515,12 @@ int perturb_print_variables(double tau, } else{ // We must integrate to find perturbations: - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ rho_delta_ncdm = 0.0; rho_plus_p_theta_ncdm = 0.0; rho_plus_p_shear_ncdm = 0.0; delta_p_ncdm = 0.0; - factor = pba->factor_ncdm[n_ncdm]*pow(pba->a_today/a,4); + factor = pba->factor_ncdm[n_ncdm]/pow(a,4); for (index_q=0; index_q < ppw->pv->q_size_ncdm[n_ncdm]; index_q ++) { @@ -7888,6 +8560,7 @@ int perturb_print_variables(double tau, } + if (pba->has_dr == _TRUE_) { f_dr = pow(pvecback[pba->index_bg_a]*pvecback[pba->index_bg_a]/pba->H0,2)*pvecback[pba->index_bg_rho_dr]; delta_dr = y[ppw->pv->index_pt_F0_dr]/f_dr; @@ -7916,17 +8589,17 @@ int perturb_print_variables(double tau, } - if (pba->has_smg == _TRUE_){ - - V_x_smg = ppw->pvecmetric[ppw->index_mt_vx_smg]; - V_x_prime_smg = ppw->pvecmetric[ppw->index_mt_vx_prime_smg]; - h_prime_smg = ppw->pvecmetric[ppw->index_mt_h_prime]; - eta_smg = y[ppw->pv->index_pt_eta]; - } - /* converting synchronous variables to newtonian ones */ if (ppt->gauge == synchronous) { + /* metric perturbations (not only _smg) */ + h_prime = ppw->pvecmetric[ppw->index_mt_h_prime]; + h_prime_prime = ppw->pvecmetric[ppw->index_mt_h_prime_prime]; + eta = y[ppw->pv->index_pt_eta]; + eta_prime = ppw->pvecmetric[ppw->index_mt_eta_prime]; + alpha_mt = ppw->pvecmetric[ppw->index_mt_alpha]; + alpha_mt_prime = ppw->pvecmetric[ppw->index_mt_alpha_prime]; + /* density and velocity perturbations (comment out if you wish to keep synchronous variables) */ delta_g -= 4. * pvecback[pba->index_bg_H]*pvecback[pba->index_bg_a]*alpha; @@ -7940,6 +8613,11 @@ int perturb_print_variables(double tau, theta_ur += k*k*alpha; } + if (pba->has_idr == _TRUE_) { + delta_idr -= 4. * pvecback[pba->index_bg_H]*pvecback[pba->index_bg_a]*alpha; + theta_idr += k*k*alpha; + } + if (pba->has_dr == _TRUE_) { delta_dr += (-4.*a*H+a*pba->Gamma_dcdm*pvecback[pba->index_bg_rho_dcdm]/pvecback[pba->index_bg_rho_dr])*alpha; @@ -7951,9 +8629,14 @@ int perturb_print_variables(double tau, theta_cdm += k*k*alpha; } + if (pba->has_idm == _TRUE_) { + delta_idm -= 3. * pvecback[pba->index_bg_H]*pvecback[pba->index_bg_a]*alpha; + theta_idm += k*k*alpha; + } + if (pba->has_ncdm == _TRUE_) { - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ - /** - --> Do gauge transformation of delta, deltaP/rho (?) and theta using -= 3aH(1+w_ncdm) alpha for delta. */ + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + /** - --> TODO: gauge transformation of delta, deltaP/rho (?) and theta using -= 3aH(1+w_ncdm) alpha for delta. */ } } @@ -7969,7 +8652,7 @@ int perturb_print_variables(double tau, } - // fprintf(ppw->perturb_output_file," "); + // fprintf(ppw->perturbations_output_file," "); /** - --> Handle (re-)allocation */ if (ppt->scalar_perturbations_data[ppw->index_ikout] == NULL){ class_alloc(ppt->scalar_perturbations_data[ppw->index_ikout], @@ -7978,9 +8661,9 @@ int perturb_print_variables(double tau, ppt->size_scalar_perturbation_data[ppw->index_ikout] = 0; } else{ - ppt->scalar_perturbations_data[ppw->index_ikout] = - realloc(ppt->scalar_perturbations_data[ppw->index_ikout], - sizeof(double)*(ppt->size_scalar_perturbation_data[ppw->index_ikout]+ppt->number_of_scalar_titles)); + class_realloc(ppt->scalar_perturbations_data[ppw->index_ikout], + (ppt->size_scalar_perturbation_data[ppw->index_ikout]+ppt->number_of_scalar_titles)*sizeof(double), + ppt->error_message); } storeidx = 0; dataptr = ppt->scalar_perturbations_data[ppw->index_ikout]+ @@ -7999,9 +8682,6 @@ int perturb_print_variables(double tau, class_store_double(dataptr, theta_b, _TRUE_, storeidx); class_store_double(dataptr, psi, _TRUE_, storeidx); class_store_double(dataptr, phi, _TRUE_, storeidx); - - - /* perturbed recombination */ class_store_double(dataptr, delta_temp, ppt->has_perturbed_recombination, storeidx); class_store_double(dataptr, delta_chi, ppt->has_perturbed_recombination, storeidx); @@ -8009,12 +8689,20 @@ int perturb_print_variables(double tau, class_store_double(dataptr, delta_ur, pba->has_ur, storeidx); class_store_double(dataptr, theta_ur, pba->has_ur, storeidx); class_store_double(dataptr, shear_ur, pba->has_ur, storeidx); + /* Interacting dark radiation */ + class_store_double(dataptr, delta_idr, pba->has_idr, storeidx); + class_store_double(dataptr, theta_idr, pba->has_idr, storeidx); + if ((pba->has_idr==_TRUE_) && (ppt->idr_nature == idr_free_streaming)) + class_store_double(dataptr, shear_idr, _TRUE_, storeidx); /* Cold dark matter */ class_store_double(dataptr, delta_cdm, pba->has_cdm, storeidx); class_store_double(dataptr, theta_cdm, pba->has_cdm, storeidx); + /* Interacting dark matter */ + class_store_double(dataptr, delta_idm, pba->has_idm, storeidx); + class_store_double(dataptr, theta_idm, pba->has_idm, storeidx); /* Non-cold Dark Matter */ if ((pba->has_ncdm == _TRUE_) && ((ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_) || (ppt->has_source_delta_m == _TRUE_))) { - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ class_store_double(dataptr, delta_ncdm[n_ncdm], _TRUE_, storeidx); class_store_double(dataptr, theta_ncdm[n_ncdm], _TRUE_, storeidx); class_store_double(dataptr, shear_ncdm[n_ncdm], _TRUE_, storeidx); @@ -8031,12 +8719,25 @@ int perturb_print_variables(double tau, /* Scalar field scf*/ class_store_double(dataptr, delta_scf, pba->has_scf, storeidx); class_store_double(dataptr, theta_scf, pba->has_scf, storeidx); - /* Scalar field smg*/ - class_store_double(dataptr, V_x_smg, pba->has_smg, storeidx); - class_store_double(dataptr, V_x_prime_smg, pba->has_smg, storeidx); - class_store_double(dataptr, h_prime_smg, pba->has_smg, storeidx); - class_store_double(dataptr, eta_smg, pba->has_smg, storeidx); - + /** Fluid */ + class_store_double(dataptr, ppw->delta_rho_fld, pba->has_fld, storeidx); + class_store_double(dataptr, ppw->rho_plus_p_theta_fld, pba->has_fld, storeidx); + class_store_double(dataptr, ppw->delta_p_fld, pba->has_fld, storeidx); + //fprintf(ppw->perturbations_output_file,"\n"); + if (pba->has_smg == _TRUE_) { + class_call( + perturbations_print_variables_smg(ppr, pba, ppt, ppw, k, tau, dataptr, &storeidx), + ppt->error_message, + ppt->error_message + ); + } + class_store_double(dataptr, h_prime, ppt->gauge == synchronous, storeidx); // not only _smg + class_store_double(dataptr, h_prime_prime, ppt->gauge == synchronous, storeidx); + class_store_double(dataptr, eta, ppt->gauge == synchronous, storeidx); + class_store_double(dataptr, eta_prime, ppt->gauge == synchronous, storeidx); + class_store_double(dataptr, alpha_mt, ppt->gauge == synchronous, storeidx); + class_store_double(dataptr, alpha_mt_prime, ppt->gauge == synchronous, storeidx); + class_store_double(dataptr, ppw->pvecmetric[ppw->index_mt_einstein00], ppt->gauge == synchronous, storeidx); } /** - for tensor modes: */ @@ -8085,7 +8786,7 @@ int perturb_print_variables(double tau, } else{ ppt->tensor_perturbations_data[ppw->index_ikout] = - realloc(ppt->tensor_perturbations_data[ppw->index_ikout], + (double*)realloc(ppt->tensor_perturbations_data[ppw->index_ikout], sizeof(double)*(ppt->size_tensor_perturbation_data[ppw->index_ikout]+ppt->number_of_tensor_titles)); } storeidx = 0; @@ -8093,7 +8794,7 @@ int perturb_print_variables(double tau, ppt->size_tensor_perturbation_data[ppw->index_ikout]; ppt->size_tensor_perturbation_data[ppw->index_ikout] += ppt->number_of_tensor_titles; - //fprintf(ppw->perturb_output_file," "); + //fprintf(ppw->perturbations_output_file," "); class_store_double(dataptr, tau, _TRUE_, storeidx); class_store_double(dataptr, pvecback[pba->index_bg_a], _TRUE_, storeidx); class_store_double(dataptr, delta_g, _TRUE_, storeidx); @@ -8115,13 +8816,13 @@ int perturb_print_variables(double tau, idx = ppw->pv->index_pt_psi0_ncdm1; - for(n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ + for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++){ rho_delta_ncdm = 0.0; rho_plus_p_theta_ncdm = 0.0; rho_plus_p_shear_ncdm = 0.0; delta_p_ncdm = 0.0; - factor = pba->factor_ncdm[n_ncdm]*pow(pba->a_today/a,4); + factor = pba->factor_ncdm[n_ncdm]/pow(a,4); for (index_q=0; index_q < ppw->pv->q_size_ncdm[n_ncdm]; index_q ++) { @@ -8155,7 +8856,7 @@ int perturb_print_variables(double tau, } } - // fprintf(ppw->perturb_output_file,"\n"); + // fprintf(ppw->perturbations_output_file,"\n"); } @@ -8168,7 +8869,7 @@ int perturb_print_variables(double tau, return _SUCCESS_; - } +} /** * Compute derivative of all perturbations to be integrated @@ -8192,12 +8893,12 @@ int perturb_print_variables(double tau, * @param error_message Output: error message */ -int perturb_derivs(double tau, - double * y, - double * dy, - void * parameters_and_workspace, - ErrorMsg error_message - ) { +int perturbations_derivs(double tau, + double * y, + double * dy, + void * parameters_and_workspace, + ErrorMsg error_message + ) { /** Summary: */ /** - define local variables */ @@ -8209,24 +8910,26 @@ int perturb_derivs(double tau, double a,a2,a_prime_over_a,R; /* short-cut names for the fields of the input structure */ - struct perturb_parameters_and_workspace * pppaw; + struct perturbations_parameters_and_workspace * pppaw; double k,k2; int index_md; struct precision * ppr; struct background * pba; - struct thermo * pth; - struct perturbs * ppt; - struct perturb_workspace * ppw; + struct thermodynamics * pth; + struct perturbations * ppt; + struct perturbations_workspace * ppw; double * pvecback; double * pvecthermo; double * pvecmetric; double * s_l; - struct perturb_vector * pv; + struct perturbations_vector * pv; /* short-cut notations for the perturbations */ double delta_g=0.,theta_g=0.,shear_g=0.; double delta_b,theta_b; - double cb2,cs2,ca2; + double delta_idm = 0., theta_idm = 0.; + double delta_idr=0., theta_idr=0.; + double cb2,cs2,ca2,delta_p_b_over_rho_b; double metric_continuity=0.,metric_euler=0.,metric_shear=0.,metric_ufa_class=0.; /* perturbed recombination (just to simplify the notation) */ @@ -8244,6 +8947,12 @@ int perturb_derivs(double tau, /* for use with fluid (fld): */ double w_fld,dw_over_da_fld,w_prime_fld,integral_fld; + /* for use with interacting dark matter */ + double c2_idm=0., S_idm_g=0.; + double dmu_idm_g = 0., photon_scattering_rate; + double S_idm_dr=0., dmu_idm_dr=0., dmu_idr=0., tca_slip_idm_dr=0.; + double R_idm_b = 0., dR_idm_b = 0., S_idm_b = 0.; /* these are just going to be used as a short hand notation */ + /* for use with non-cold dark matter (ncdm): */ int index_q,n_ncdm,idx; double q,epsilon,dlnf0_dlnq,qk_div_epsilon; @@ -8258,7 +8967,7 @@ int perturb_derivs(double tau, /** - rename the fields of the input structure (just to avoid heavy notations) */ - pppaw = parameters_and_workspace; + pppaw = (struct perturbations_parameters_and_workspace *)parameters_and_workspace; k = pppaw->k; k2=k*k; @@ -8279,8 +8988,8 @@ int perturb_derivs(double tau, class_call(background_at_tau(pba, tau, - pba->normal_info, - pba->inter_closeby, + normal_info, + inter_closeby, &(ppw->last_index_back), pvecback), pba->error_message, @@ -8289,23 +8998,23 @@ int perturb_derivs(double tau, class_call(thermodynamics_at_z(pba, pth, 1./pvecback[pba->index_bg_a]-1., /* redshift z=1/a-1 */ - pth->inter_closeby, + inter_closeby, &(ppw->last_index_thermo), pvecback, pvecthermo), pth->error_message, error_message); - /** - get metric perturbations with perturb_einstein() */ - class_call(perturb_einstein(ppr, - pba, - pth, - ppt, - index_md, - k, - tau, - y, - ppw), + /** - get metric perturbations with perturbations_einstein() */ + class_call(perturbations_einstein(ppr, + pba, + pth, + ppt, + index_md, + k, + tau, + y, + ppw), ppt->error_message, error_message); @@ -8316,6 +9025,34 @@ int perturb_derivs(double tau, a_prime_over_a = pvecback[pba->index_bg_H] * a; R = 4./3. * pvecback[pba->index_bg_rho_g]/pvecback[pba->index_bg_rho_b]; + photon_scattering_rate = pvecthermo[pth->index_th_dkappa]; + + if (pba->has_idm == _TRUE_) { + + if (ppt->has_idm_soundspeed == _TRUE_) { + c2_idm = pvecthermo[pth->index_th_c2_idm]; + } + else { + c2_idm = 0.; + } + + if (pth->has_idm_g == _TRUE_) { + dmu_idm_g = pvecthermo[pth->index_th_dmu_idm_g]; + photon_scattering_rate += pvecthermo[pth->index_th_dmu_idm_g]; + S_idm_g = 4./3. * pvecback[pba->index_bg_rho_g] / pvecback[pba->index_bg_rho_idm]; + } + if (pth->has_idm_dr == _TRUE_){ + S_idm_dr = 4./3. * pvecback[pba->index_bg_rho_idr]/ pvecback[pba->index_bg_rho_idm]; + dmu_idm_dr = pvecthermo[pth->index_th_dmu_idm_dr]; + dmu_idr = pth->b_idr/pth->a_idm_dr*pba->Omega0_idr/pba->Omega0_idm*dmu_idm_dr; + } + if (pth->has_idm_b == _TRUE_) { + R_idm_b = pvecthermo[pth->index_th_R_idm_b]; + dR_idm_b = pvecthermo[pth->index_th_dR_idm_b]; + S_idm_b = pvecback[pba->index_bg_rho_idm]/pvecback[pba->index_bg_rho_b]; + } + } + /** - Compute 'generalised cotK function of argument \f$ \sqrt{|K|}*\tau \f$, for closing hierarchy. (see equation 2.34 in arXiv:1305.3261): */ if (pba->has_curvature == _FALSE_){ @@ -8339,15 +9076,33 @@ int perturb_derivs(double tau, delta_g = y[pv->index_pt_delta_g]; theta_g = y[pv->index_pt_theta_g]; } + + if (pba->has_idr == _TRUE_){ + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_off){ + delta_idr = y[pv->index_pt_delta_idr]; + theta_idr = y[pv->index_pt_theta_idr]; + } + } + delta_b = y[pv->index_pt_delta_b]; theta_b = y[pv->index_pt_theta_b]; cb2 = pvecthermo[pth->index_th_cb2]; + delta_p_b_over_rho_b = cb2*delta_b; /* for baryons, (delta p)/rho with Ma & Bertschinger approximation: sound speed = adiabatic sound speed */ + + + if (pba->has_idm == _TRUE_){ + delta_idm = y[pv->index_pt_delta_idm]; + theta_idm = y[pv->index_pt_theta_idm]; + ppw->theta_idm = theta_idm; + } /** - --> (b) perturbed recombination **/ if ((ppt->has_perturbed_recombination == _TRUE_)&&(ppw->approx[ppw->index_ap_tca]==(int)tca_off)){ delta_temp= y[ppw->pv->index_pt_perturbed_recombination_delta_temp]; + delta_p_b_over_rho_b = pvecthermo[pth->index_th_wb]*(delta_b+delta_temp); /* for baryons, (delta p)/rho with sound speed from arXiv:0707.2727 */ + delta_chi= y[ppw->pv->index_pt_perturbed_recombination_delta_chi]; chi=pvecthermo[pth->index_th_xe]; @@ -8358,7 +9113,7 @@ int perturb_derivs(double tau, Nnow = 3.*H0*H0*pba->Omega0_b*(1.-pth->YHe)/(8.*_PI_*_G_*_m_H_); // total amount of hydrogen today - n_H = (pba->a_today/a)*(pba->a_today/a)*(pba->a_today/a)* Nnow; + n_H = Nnow/pow(a,3); // Helium-to-hydrogen ratio fHe = pth->YHe / (_not4_*(1-pth->YHe)); @@ -8382,19 +9137,19 @@ int perturb_derivs(double tau, /** - --> (c) compute metric-related quantities (depending on gauge; additional gauges can be coded below) - - Each continuity equation contains a term in (theta+metric_continuity) with - metric_continuity = (h_prime/2) in synchronous gauge, (-3 phi_prime) in newtonian gauge + - Each continuity equation contains a term in (theta+metric_continuity) with + metric_continuity = (h_prime/2) in synchronous gauge, (-3 phi_prime) in newtonian gauge - - Each Euler equation contains a source term metric_euler with - metric_euler = 0 in synchronous gauge, (k2 psi) in newtonian gauge + - Each Euler equation contains a source term metric_euler with + metric_euler = 0 in synchronous gauge, (k2 psi) in newtonian gauge - - Each shear derivative equation contains a source term metric_shear equal to - metric_shear = (h_prime+6eta_prime)/2 in synchronous gauge, 0 in newtonian gauge + - Each shear derivative equation contains a source term metric_shear equal to + metric_shear = (h_prime+6eta_prime)/2 in synchronous gauge, 0 in newtonian gauge - - metric_shear_prime is the derivative of metric_shear + - metric_shear_prime is the derivative of metric_shear - - In the ufa_class approximation, the leading-order source term is (h_prime/2) in synchronous gauge, - (-3 (phi_prime+psi_prime)) in newtonian gauge: we approximate the later by (-6 phi_prime) */ + - In the ufa_class approximation, the leading-order source term is (h_prime/2) in synchronous gauge, + (-3 (phi_prime+psi_prime)) in newtonian gauge: we approximate the later by (-6 phi_prime) */ if (ppt->gauge == synchronous) { @@ -8414,16 +9169,69 @@ int perturb_derivs(double tau, metric_ufa_class = -6.*pvecmetric[ppw->index_mt_phi_prime]; } - /** - --> (d) if some approximation schemes are turned on, enforce a few y[] values computed in perturb_einstein */ + /** - --> (d) if some approximation schemes are turned on, enforce a few y[] values computed in perturbations_einstein */ if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) { delta_g = ppw->rsa_delta_g; theta_g = ppw->rsa_theta_g; } + if (pba->has_idr == _TRUE_){ + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_on){ + delta_idr = ppw->rsa_delta_idr; + theta_idr = ppw->rsa_theta_idr; + } + } + /** - --> (e) BEGINNING OF ACTUAL SYSTEM OF EQUATIONS OF EVOLUTION */ - /* Note concerning perturbed recombination: $cb2*delta_b$ must be replaced everywhere by $cb2*(delta_b+delta_temp)$. If perturbed recombination is not required, delta_temp is equal to zero. */ + /* start with idm as it might be needed during (normal) tca */ + if (pba->has_idm == _TRUE_){ + dy[pv->index_pt_delta_idm] = -(theta_idm+metric_continuity); /* idm density */ + dy[pv->index_pt_theta_idm] = + -a_prime_over_a*theta_idm + +metric_euler + + k2*c2_idm*delta_idm; /* idm velocity */ + + if (pth->has_idm_g == _TRUE_) { + dy[pv->index_pt_theta_idm] += -S_idm_g*dmu_idm_g*(theta_idm-theta_g); /* correction to idm velocity due to idm_g */ + } + if (pth->has_idm_b == _TRUE_){ + dy[pv->index_pt_theta_idm] += -R_idm_b*(theta_idm-theta_b); /* correction to idm velocity due to idm_b */ + } + if (pth->has_idm_dr == _TRUE_) { + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off) { + dy[pv->index_pt_theta_idm] += -S_idm_dr * dmu_idm_dr * (theta_idm - theta_idr); /* correction to idm velocity due to idm_dr when tca_idm_dr is off */ + + } + else { + tca_slip_idm_dr = (pth->n_index_idm_dr-2./(1.+S_idm_dr))*a_prime_over_a*( theta_idm - theta_idr) + + 1./(1.+S_idm_dr)/dmu_idm_dr* ( - theta_idm * (pvecback[pba->index_bg_H_prime] * a + 2. * a_prime_over_a * a_prime_over_a) + - a_prime_over_a * (.5*k2*delta_idr + metric_euler) - k2*c2_idm*(theta_idm+metric_continuity) + k2/3.*(theta_idr + metric_continuity) + ); + + if (pth->has_idm_g == _TRUE_) { + tca_slip_idm_dr += 1./(1.+S_idm_dr)/dmu_idm_dr * ( (2+pth->n_index_idm_g) * a_prime_over_a * S_idm_g*dmu_idm_g*(theta_idm - theta_g) + - S_idm_g*dmu_idm_g*(dy[pv->index_pt_theta_idm] - k2*delta_g/4. - metric_euler + - pvecthermo[pth->index_th_dkappa]*(theta_b-theta_g) - dmu_idm_g * (theta_idm - theta_g)) ); + } + if (pth->has_idm_b == _TRUE_) { + tca_slip_idm_dr += 1./(1.+S_idm_dr)/dmu_idm_dr * ( - (a_prime_over_a *R_idm_b + dR_idm_b)*(theta_idm - theta_b) + - R_idm_b*( dy[pv->index_pt_theta_idm] + a_prime_over_a*theta_b - metric_euler - k2*delta_p_b_over_rho_b + - R*pvecthermo[pth->index_th_dkappa]*(theta_g-theta_b) - S_idm_b*R_idm_b*(theta_idm-theta_b))); + } + + ppw->tca_shear_idm_dr = 0.5*8./15./dmu_idm_dr/ppt->alpha_idm_dr[0]*(y[pv->index_pt_theta_idm]+metric_shear); + + + dy[pv->index_pt_theta_idm] = 1./(1.+S_idm_dr)* dy[pv->index_pt_theta_idm] /* This is technically correct as long as idm_dr is the last interaction calculated */ + + S_idm_dr/(1.+S_idm_dr)*(k2*(delta_idr/4. - ppw->tca_shear_idm_dr) + metric_euler) /* the other part of metric_euler is in dtheta_idm */ + + S_idm_dr/(1.+S_idm_dr)*tca_slip_idm_dr; /* overwrite the idm velocity when tca_idm_dr is on */ + } + } + + ppw->theta_idm_prime = dy[pv->index_pt_theta_idm]; + } /** - ---> photon temperature density */ @@ -8447,25 +9255,35 @@ int perturb_derivs(double tau, dy[pv->index_pt_theta_b] = - a_prime_over_a*theta_b + metric_euler - + k2*cb2*(delta_b+delta_temp) + + k2*delta_p_b_over_rho_b + R*pvecthermo[pth->index_th_dkappa]*(theta_g-theta_b); + if (pth->has_idm_b == _TRUE_) { + dy[pv->index_pt_theta_b] += S_idm_b*R_idm_b*(theta_idm-theta_b); + } } else { /* with tca */ - class_call(perturb_tca_slip_and_shear(y,pppaw,error_message), + class_call(perturbations_tca_slip_and_shear(y,pppaw,error_message), error_message, error_message); /* perturbed recombination has an impact **/ dy[pv->index_pt_theta_b] = (-a_prime_over_a*theta_b - +k2*(cb2*(delta_b+delta_temp)+R*(delta_g/4.-s2_squared*ppw->tca_shear_g)) + +k2*(delta_p_b_over_rho_b+R*(delta_g/4.-s2_squared*ppw->tca_shear_g)) +R*ppw->tca_slip)/(1.+R) +metric_euler; + if (pth->has_idm_g == _TRUE_) { + dy[pv->index_pt_theta_b] += + -dmu_idm_g * R/(1.+R) * (theta_g - theta_idm); + } + if (pth->has_idm_b == _TRUE_) { + dy[pv->index_pt_theta_b] += (S_idm_b * R_idm_b * (theta_idm - theta_b))/(1.+R); + } } /** - ---> photon temperature higher momenta and photon polarization (depend on tight-coupling approximation) */ @@ -8485,79 +9303,91 @@ int perturb_derivs(double tau, + metric_euler + pvecthermo[pth->index_th_dkappa]*(theta_b-theta_g); + if (pth->has_idm_g == _TRUE_) { + dy[pv->index_pt_theta_g] += dmu_idm_g * (theta_idm - theta_g); + } + /** - -----> photon temperature shear */ dy[pv->index_pt_shear_g] = 0.5*(8./15.*(theta_g+metric_shear) -3./5.*k*s_l[3]/s_l[2]*y[pv->index_pt_l3_g] - -pvecthermo[pth->index_th_dkappa]*(2.*y[pv->index_pt_shear_g]-4./5./s_l[2]*P0)); + -photon_scattering_rate*(2.*y[pv->index_pt_shear_g]-4./5./s_l[2]*P0)); /** - -----> photon temperature l=3 */ l = 3; dy[pv->index_pt_l3_g] = k/(2.0*l+1.0)* (l*s_l[l]*2.*s_l[2]*y[pv->index_pt_shear_g]-(l+1.)*s_l[l+1]*y[pv->index_pt_l3_g+1]) - - pvecthermo[pth->index_th_dkappa]*y[pv->index_pt_l3_g]; + - photon_scattering_rate*y[pv->index_pt_l3_g]; /** - -----> photon temperature l>3 */ for (l = 4; l < pv->l_max_g; l++) { dy[pv->index_pt_delta_g+l] = k/(2.0*l+1.0)* (l*s_l[l]*y[pv->index_pt_delta_g+l-1]-(l+1)*s_l[l+1]*y[pv->index_pt_delta_g+l+1]) - - pvecthermo[pth->index_th_dkappa]*y[pv->index_pt_delta_g+l]; + - photon_scattering_rate*y[pv->index_pt_delta_g+l]; } /** - -----> photon temperature lmax */ l = pv->l_max_g; /* l=lmax */ dy[pv->index_pt_delta_g+l] = k*(s_l[l]*y[pv->index_pt_delta_g+l-1]-(1.+l)*cotKgen*y[pv->index_pt_delta_g+l]) - - pvecthermo[pth->index_th_dkappa]*y[pv->index_pt_delta_g+l]; + - photon_scattering_rate*y[pv->index_pt_delta_g+l]; /** - -----> photon polarization l=0 */ dy[pv->index_pt_pol0_g] = -k*y[pv->index_pt_pol0_g+1] - -pvecthermo[pth->index_th_dkappa]*(y[pv->index_pt_pol0_g]-4.*P0); + -photon_scattering_rate*(y[pv->index_pt_pol0_g]-4.*P0); /** - -----> photon polarization l=1 */ dy[pv->index_pt_pol1_g] = k/3.*(y[pv->index_pt_pol1_g-1]-2.*s_l[2]*y[pv->index_pt_pol1_g+1]) - -pvecthermo[pth->index_th_dkappa]*y[pv->index_pt_pol1_g]; + -photon_scattering_rate*y[pv->index_pt_pol1_g]; /** - -----> photon polarization l=2 */ dy[pv->index_pt_pol2_g] = k/5.*(2.*s_l[2]*y[pv->index_pt_pol2_g-1]-3.*s_l[3]*y[pv->index_pt_pol2_g+1]) - -pvecthermo[pth->index_th_dkappa]*(y[pv->index_pt_pol2_g]-4./5.*P0); + -photon_scattering_rate*(y[pv->index_pt_pol2_g]-4./5.*P0); /** - -----> photon polarization l>2 */ for (l=3; l < pv->l_max_pol_g; l++) dy[pv->index_pt_pol0_g+l] = k/(2.*l+1)* (l*s_l[l]*y[pv->index_pt_pol0_g+l-1]-(l+1.)*s_l[l+1]*y[pv->index_pt_pol0_g+l+1]) - -pvecthermo[pth->index_th_dkappa]*y[pv->index_pt_pol0_g+l]; + -photon_scattering_rate*y[pv->index_pt_pol0_g+l]; /** - -----> photon polarization lmax_pol */ l = pv->l_max_pol_g; dy[pv->index_pt_pol0_g+l] = k*(s_l[l]*y[pv->index_pt_pol0_g+l-1]-(l+1)*cotKgen*y[pv->index_pt_pol0_g+l]) - -pvecthermo[pth->index_th_dkappa]*y[pv->index_pt_pol0_g+l]; + -photon_scattering_rate*y[pv->index_pt_pol0_g+l]; - } + } /** - ----> if photon tight-coupling is on: */ else { /** - -----> in that case, only need photon velocity */ - /* perturbed recombination has an impact **/ dy[pv->index_pt_theta_g] = - -(dy[pv->index_pt_theta_b]+a_prime_over_a*theta_b-cb2*k2*(delta_b+delta_temp))/R + -(dy[pv->index_pt_theta_b]+a_prime_over_a*theta_b-k2*delta_p_b_over_rho_b)/R +k2*(0.25*delta_g-s2_squared*ppw->tca_shear_g)+(1.+R)/R*metric_euler; + + if (pth->has_idm_g == _TRUE_) { + dy[pv->index_pt_theta_g] += + -dmu_idm_g * (theta_g - theta_idm); + } + if (pth->has_idm_b == _TRUE_) { + dy[pv->index_pt_theta_g] += S_idm_b * R_idm_b * (theta_idm - theta_b) / R; + } } + } /** - ---> cdm */ @@ -8577,19 +9407,72 @@ int perturb_derivs(double tau, if (ppt->gauge == synchronous) { dy[pv->index_pt_delta_cdm] = -metric_continuity; /* cdm density */ } + } + + /** - ---> interacting dark radiation */ + if (pba->has_idr == _TRUE_){ + + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_off) { + + dy[pv->index_pt_delta_idr] = -4./3.*(theta_idr + metric_continuity); + + if (ppw->approx[ppw->index_ap_tca_idm_dr] == (int)tca_idm_dr_off) { + + /** - ----> idr velocity */ + if (ppt->idr_nature == idr_free_streaming) + dy[pv->index_pt_theta_idr] = k2*(y[pv->index_pt_delta_idr]/4.-s2_squared*y[pv->index_pt_shear_idr]) + metric_euler; + else + dy[pv->index_pt_theta_idr] = k2/4. * y[pv->index_pt_delta_idr] + metric_euler; + + if (pth->has_idm_dr == _TRUE_) + dy[pv->index_pt_theta_idr] += dmu_idm_dr*(y[pv->index_pt_theta_idm]-y[pv->index_pt_theta_idr]); + + if (ppt->idr_nature == idr_free_streaming){ + /** - ----> exact idr shear */ + l = 2; + dy[pv->index_pt_shear_idr] = 0.5*(8./15.*(y[pv->index_pt_theta_idr]+metric_shear)-3./5.*k*s_l[3]/s_l[2]*y[pv->index_pt_shear_idr+1]); + if (pth->has_idm_dr == _TRUE_) + dy[pv->index_pt_shear_idr]-= (ppt->alpha_idm_dr[l-2]*dmu_idm_dr + ppt->beta_idr[l-2]*dmu_idr)*y[pv->index_pt_shear_idr]; + + /** - ----> exact idr l=3 */ + l = 3; + dy[pv->index_pt_l3_idr] = k/(2.*l+1.)*(l*2.*s_l[l]*s_l[2]*y[pv->index_pt_shear_idr]-(l+1.)*s_l[l+1]*y[pv->index_pt_l3_idr+1]); + if (pth->has_idm_dr == _TRUE_) + dy[pv->index_pt_l3_idr]-= (ppt->alpha_idm_dr[l-2]*dmu_idm_dr + ppt->beta_idr[l-2]*dmu_idr)*y[pv->index_pt_l3_idr]; + + /** - ----> exact idr l>3 */ + for (l = 4; l < pv->l_max_idr; l++) { + dy[pv->index_pt_delta_idr+l] = k/(2.*l+1)*(l*s_l[l]*y[pv->index_pt_delta_idr+l-1]-(l+1.)*s_l[l+1]*y[pv->index_pt_delta_idr+l+1]); + if (pth->has_idm_dr == _TRUE_) + dy[pv->index_pt_delta_idr+l]-= (ppt->alpha_idm_dr[l-2]*dmu_idm_dr + ppt->beta_idr[l-2]*dmu_idr)*y[pv->index_pt_delta_idr+l]; + } + + /** - ----> exact idr lmax_dr */ + l = pv->l_max_idr; + dy[pv->index_pt_delta_idr+l] = k*(s_l[l]*y[pv->index_pt_delta_idr+l-1]-(1.+l)*cotKgen*y[pv->index_pt_delta_idr+l]); + if (pth->has_idm_dr == _TRUE_) + dy[pv->index_pt_delta_idr+l]-= (ppt->alpha_idm_dr[l-2]*dmu_idm_dr + ppt->beta_idr[l-2]*dmu_idr)*y[pv->index_pt_delta_idr+l]; + } + } + else{ + dy[pv->index_pt_theta_idr] = ppw->theta_idm_prime - tca_slip_idm_dr; + } + } } /* perturbed recombination */ /* computes the derivatives of delta x_e and delta T_b */ - if((ppt->has_perturbed_recombination == _TRUE_)&&(ppw->approx[ppw->index_ap_tca] == (int)tca_off)){ + if ((ppt->has_perturbed_recombination == _TRUE_)&&(ppw->approx[ppw->index_ap_tca] == (int)tca_off)){ - // alpha * n_H is in inverse seconds, so we have to multiply it by Mpc_in_sec + /* alpha * n_H is in inverse seconds, so we have to multiply it by Mpc_in_sec */ dy[ppw->pv->index_pt_perturbed_recombination_delta_chi] = - alpha_rec* a * chi*n_H *(delta_alpha_rec + delta_chi + delta_b) * _Mpc_over_m_ / _c_ ; - // see the documentation for this formula - dy[ppw->pv->index_pt_perturbed_recombination_delta_temp] = 2./3. * dy[ppw->pv->index_pt_delta_b] - a * Compton_CR * pow(pba->T_cmb/a, 4) * chi / (1.+chi+fHe) * ( (1.-pba->T_cmb*pba->a_today/a/pvecthermo[pth->index_th_Tb])*(delta_g + delta_chi*(1.+fHe)/(1.+chi+fHe)) + pba->T_cmb*pba->a_today/a/pvecthermo[pth->index_th_Tb] *(delta_temp - 1./4. * delta_g) ); + /* see the documentation for this formula */ + dy[ppw->pv->index_pt_perturbed_recombination_delta_temp] = 2./3. * dy[ppw->pv->index_pt_delta_b] - a * Compton_CR + * pow(pba->T_cmb/a, 4) * chi / (1.+chi+fHe) * ( (1.-pba->T_cmb/a/pvecthermo[pth->index_th_Tb])*(delta_g + delta_chi*(1.+fHe)/(1.+chi+fHe)) + + pba->T_cmb/a/pvecthermo[pth->index_th_Tb] *(delta_temp - 1./4. * delta_g) ); } @@ -8614,7 +9497,7 @@ int perturb_derivs(double tau, rho_crit_today = H0^2. */ - f_dr = pow(pow(a/pba->a_today,2)/pba->H0,2)*pvecback[pba->index_bg_rho_dr]; + f_dr = pow(pow(a,2)/pba->H0,2)*pvecback[pba->index_bg_rho_dr]; fprime_dr = pba->Gamma_dcdm*pvecback[pba->index_bg_rho_dcdm]*pow(a,5)/pow(pba->H0,2); /** - ----> dr F0 */ @@ -8697,26 +9580,14 @@ int perturb_derivs(double tau, } + /** - ---> scalar modified gravity (smg) */ if (pba->has_smg == _TRUE_) { - - int qs_array_smg[] = _VALUES_QS_SMG_FLAGS_; - - class_test(ppt->gauge == newtonian, - ppt->error_message, - "asked for scalar field AND Newtonian gauge. Not yet implemented"); - - //make sure that second order equations are being used - if (qs_array_smg[ppw->approx[ppw->index_ap_qs_smg]] == 0) { - - /** ---> scalar field velocity */ - dy[pv->index_pt_vx_smg] = pvecmetric[ppw->index_mt_vx_prime_smg]; - - /** ---> Scalar field acceleration (passes the value obtained in perturb_einstein) */ - dy[pv->index_pt_vx_prime_smg] = pvecmetric[ppw->index_mt_vx_prime_prime_smg]; - - } - - } + class_call( + perturbations_derivs_smg(ppt, ppw, pv, dy, pvecmetric), + ppt->error_message, + ppt->error_message + ); + } /** - ---> ultra-relativistic neutrino/relics (ur) */ @@ -8740,7 +9611,7 @@ int perturb_derivs(double tau, // non-standard term, non-zero if ceff2_ur not 1/3 -(1.-ppt->three_ceff2_ur)*a_prime_over_a*y[pv->index_pt_theta_ur]; - if(ppw->approx[ppw->index_ap_ufa] == (int)ufa_off) { + if (ppw->approx[ppw->index_ap_ufa] == (int)ufa_off) { /** - -----> exact ur shear */ dy[pv->index_pt_shear_ur] = @@ -8810,7 +9681,7 @@ int perturb_derivs(double tau, /** - ----> first case: use a fluid approximation (ncdmfa) */ //TBC: curvature - if(ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_on) { + if (ppw->approx[ppw->index_ap_ncdmfa] == (int)ncdmfa_on) { /** - -----> loop over species */ @@ -8919,7 +9790,7 @@ int perturb_derivs(double tau, /** - -----> ncdm l>3 for given momentum bin */ - for(l=3; ll_max_ncdm[n_ncdm]; l++){ + for (l=3; ll_max_ncdm[n_ncdm]; l++){ dy[idx+l] = qk_div_epsilon/(2.*l+1.0)*(l*s_l[l]*y[idx+(l-1)]-(l+1.)*s_l[l+1]*y[idx+(l+1)]); } @@ -8946,12 +9817,6 @@ int perturb_derivs(double tau, } - if ((ppt->gauge == synchronous) && (pba->has_smg == _TRUE_)) { - - dy[pv->index_pt_h_prime_from_trace_smg] = pvecmetric[ppw->index_mt_h_prime_prime]; - - } - if (ppt->gauge == newtonian) { dy[pv->index_pt_phi] = pvecmetric[ppw->index_mt_phi_prime]; @@ -9239,7 +10104,7 @@ int perturb_derivs(double tau, /** - ----> ncdm l>0 for given momentum bin */ - for(l=1; ll_max_ncdm[n_ncdm]; l++){ + for (l=1; ll_max_ncdm[n_ncdm]; l++){ dy[idx+l] = qk_div_epsilon/(2.*l+1.0)*(l*s_l[l]*y[idx+(l-1)]-(l+1.)*s_l[l+1]*y[idx+(l+1)]); } @@ -9266,10 +10131,19 @@ int perturb_derivs(double tau, return _SUCCESS_; } -int perturb_tca_slip_and_shear(double * y, - void * parameters_and_workspace, - ErrorMsg error_message - ) { +/** + * Compute the baryon-photon slip (theta_g - theta_b)' and the photon + * shear in the tight-coupling approximation + * + * @param y Input: vector of perturbations + * @param parameters_and_workspace Input/Output: in input, fixed parameters (e.g. indices); in output, slip and shear + * @param error_message Output: error message + */ + +int perturbations_tca_slip_and_shear(double * y, + void * parameters_and_workspace, + ErrorMsg error_message + ) { /** Summary: */ /** - define local variables */ @@ -9285,17 +10159,17 @@ int perturb_tca_slip_and_shear(double * y, double F=0.,F_prime=0.,F_prime_prime=0.; /* short-cut names for the fields of the input structure */ - struct perturb_parameters_and_workspace * pppaw; + struct perturbations_parameters_and_workspace * pppaw; double k,k2; struct precision * ppr; struct background * pba; - struct thermo * pth; - struct perturbs * ppt; - struct perturb_workspace * ppw; + struct thermodynamics * pth; + struct perturbations * ppt; + struct perturbations_workspace * ppw; double * pvecback; double * pvecthermo; double * pvecmetric; - struct perturb_vector * pv; + struct perturbations_vector * pv; /* short-cut notations for the perturbations */ double delta_g=0.,theta_g=0.,shear_g=0.; @@ -9304,15 +10178,21 @@ int perturb_tca_slip_and_shear(double * y, double cb2; double metric_continuity=0.,metric_euler=0.,metric_shear=0.,metric_shear_prime=0.; - /* perturbed recombination */ - double delta_temp=0.; + /* idm_g effects on tca */ + double theta_idm = 0., theta_idm_prime = 0.; + double tau_2_idm_g=0., dtau_2_idm_g=0.; + double dmu_idm_g = 0., ddmu_idm_g = 0.; + /* in case of idm_b - for notation see 1802.06788 */ + double tau_idm_b=0., dtau_idm_b=0.; + double R_idm_b = 0., R_idm_b_prime = 0.; + double S_idm_b = 0.; /* for use with curvature */ double s2_squared; /** - rename the fields of the input structure (just to avoid heavy notations) */ - pppaw = parameters_and_workspace; + pppaw = (struct perturbations_parameters_and_workspace *)parameters_and_workspace; k = pppaw->k; k2=k*k; @@ -9333,7 +10213,6 @@ int perturb_tca_slip_and_shear(double * y, a = pvecback[pba->index_bg_a]; a_prime_over_a = pvecback[pba->index_bg_H] * a; a_primeprime_over_a = pvecback[pba->index_bg_H_prime] * a + 2. * a_prime_over_a * a_prime_over_a; - //z = pba->a_today-1.; R = 4./3. * pvecback[pba->index_bg_rho_g]/pvecback[pba->index_bg_rho_b]; s2_squared = 1.-3.*pba->K/k2; @@ -9345,10 +10224,32 @@ int perturb_tca_slip_and_shear(double * y, delta_b = y[pv->index_pt_delta_b]; theta_b = y[pv->index_pt_theta_b]; cb2 = pvecthermo[pth->index_th_cb2]; + /* during TCA one can show that sound speed = adiabatic sound speed, + so no need to take into account corrections from perturbed + recombination here */ - /* perturbed recombination */ - if ((ppt->has_perturbed_recombination == _TRUE_) && (ppw->approx[ppw->index_ap_tca] == (int)tca_off) ){ - delta_temp = y[pv->index_pt_perturbed_recombination_delta_temp]; + if ((pth->has_idm_b == _TRUE_) || (pth->has_idm_g == _TRUE_)) { + theta_idm = y[pv->index_pt_theta_idm]; + theta_idm_prime = ppw->theta_idm_prime; + } + + /* terms for idm_b */ + if (pth->has_idm_b == _TRUE_) { + R_idm_b = pvecthermo[pth->index_th_R_idm_b]; + R_idm_b_prime = pvecthermo[pth->index_th_dR_idm_b]; + S_idm_b = pvecback[pba->index_bg_rho_idm]/pvecback[pba->index_bg_rho_b]; + class_test( (ppr->tight_coupling_approximation != (int)first_order_CLASS) , + ppt->error_message, + "idm_b is only coded with first order CLASS approximation in the tight coupling regime."); + } + + if (pth->has_idm_g == _TRUE_) { + dmu_idm_g = pvecthermo[pth->index_th_dmu_idm_g]; + ddmu_idm_g = pvecthermo[pth->index_th_ddmu_idm_g]; + + class_test(ppr->tight_coupling_approximation != (int)first_order_CLASS && ppr->tight_coupling_approximation != (int)compromise_CLASS, + ppt->error_message, + "idm_g is only coded with the first order and compromise CLASS approximation in the tight coupling regime."); } /** - --> (b) define short-cut notations used only in tight-coupling approximation */ @@ -9364,22 +10265,32 @@ int perturb_tca_slip_and_shear(double * y, +tau_c*((a_primeprime_over_a-2.*a_prime_over_a*a_prime_over_a)+2.*a_prime_over_a*a_prime_over_a*R/(1+R))*R/(1+R)/(1+R); } } + /* these are only needed for the photon shear */ + if (pth->has_idm_g == _TRUE_) { + tau_2_idm_g = 1./(pvecthermo[pth->index_th_dkappa] + dmu_idm_g); + dtau_2_idm_g = - (pvecthermo[pth->index_th_ddkappa] + ddmu_idm_g)*tau_2_idm_g*tau_2_idm_g; + } + + if (pth->has_idm_b == _TRUE_) { + tau_idm_b = 1./R_idm_b; + dtau_idm_b = -R_idm_b_prime/R_idm_b/R_idm_b; + } /** - --> (c) compute metric-related quantities (depending on gauge; additional gauges can be coded below) - - Each continuity equation contains a term in (theta+metric_continuity) with - metric_continuity = (h_prime/2) in synchronous gauge, (-3 phi_prime) in newtonian gauge + - Each continuity equation contains a term in (theta+metric_continuity) with + metric_continuity = (h_prime/2) in synchronous gauge, (-3 phi_prime) in newtonian gauge - - Each Euler equation contains a source term metric_euler with - metric_euler = 0 in synchronous gauge, (k2 psi) in newtonian gauge + - Each Euler equation contains a source term metric_euler with + metric_euler = 0 in synchronous gauge, (k2 psi) in newtonian gauge - - Each shear derivative equation contains a source term metric_shear equal to - metric_shear = (h_prime+6eta_prime)/2 in synchronous gauge, 0 in newtonian gauge + - Each shear derivative equation contains a source term metric_shear equal to + metric_shear = (h_prime+6eta_prime)/2 in synchronous gauge, 0 in newtonian gauge - - metric_shear_prime is the derivative of metric_shear + - metric_shear_prime is the derivative of metric_shear - - In the ufa_class approximation, the leading-order source term is (h_prime/2) in synchronous gauge, - (-3 (phi_prime+psi_prime)) in newtonian gauge: we approximate the later by (-6 phi_prime) */ + - In the ufa_class approximation, the leading-order source term is (h_prime/2) in synchronous gauge, + (-3 (phi_prime+psi_prime)) in newtonian gauge: we approximate the later by (-6 phi_prime) */ if (ppt->gauge == synchronous) { @@ -9397,13 +10308,22 @@ int perturb_tca_slip_and_shear(double * y, metric_shear_prime = 0.; } - /** - --> (d) if some approximation schemes are turned on, enforce a few y[ ] values computed in perturb_einstein */ + /** - --> (d) if some approximation schemes are turned on, enforce a few y[ ] values computed in perturbations_einstein */ /* free-streaming photon velocity */ if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) theta_g = ppw->rsa_theta_g; + + /** - ---> intermediate quantities for 2nd order tca (or 1st with idm_g): zero order for theta_b' = theta_g' */ + theta_prime = (-a_prime_over_a*theta_b+k2*(cb2*delta_b+R/4.*delta_g))/(1.+R) + metric_euler; + + /** - ---> standard photon velocity derivative without tca (neglecting shear) - only needed for idm_g_dr behavior */ + if (pth->has_idm_g == _TRUE_) { + theta_prime += -R/(1.+R) * dmu_idm_g * (theta_g - theta_idm); + } + /** - ---> like Ma & Bertschinger */ if (ppr->tight_coupling_approximation == (int)first_order_MB) { @@ -9439,20 +10359,36 @@ int perturb_tca_slip_and_shear(double * y, -a_prime_over_a*metric_euler); } + + if (pth->has_idm_g == _TRUE_ && (ppr->tight_coupling_approximation == (int)first_order_CLASS || ppr->tight_coupling_approximation == (int)second_order_CLASS || ppr->tight_coupling_approximation == (int)compromise_CLASS )) { + slip += -F*dmu_idm_g * ( k2*delta_g/4. + metric_euler + pvecthermo[pth->index_th_dkappa]*(theta_b-theta_g) + dmu_idm_g * (theta_idm - theta_g) + - theta_idm_prime); + } + + if (pth->has_idm_b == _TRUE_) { + slip -= S_idm_b * tau_c/tau_idm_b / (1.+R) + * ( (a_prime_over_a - dtau_idm_b/tau_idm_b) * (theta_idm - theta_b) + + theta_idm_prime + - (-a_prime_over_a*theta_b + metric_euler + cb2*k2*delta_b + R/tau_c*(theta_g - theta_b) + S_idm_b*R_idm_b*(theta_idm - theta_b)) ); + } + /** - ---> intermediate quantities for 2nd order tca: shear_g at first order in tight-coupling */ shear_g=16./45.*tau_c*(theta_g+metric_shear); /* (Ma & Bertschinger give (1/9)*(4/3) instead of (2/15)*(4/3) because they didn't include the contribution of G_gamma0 and G_gamma2, which are of the same order as sigma_g. This was already consistently included in CAMB) */ - - /** - ---> intermediate quantities for 2nd order tca: zero order for theta_b' = theta_g' */ - /** - ----> perturbed recombination has an impact **/ - theta_prime = (-a_prime_over_a*theta_b+k2*(cb2*(delta_b+delta_temp)+R/4.*delta_g))/(1.+R) + metric_euler; - + /* if there is idm_g we have to use a different photon shear term, see 1802.06589 */ + if (pth->has_idm_g == _TRUE_) { + shear_g = 16./45. * tau_2_idm_g * (theta_g + metric_shear); + } /** - ---> intermediate quantities for 2nd order tca: shear_g_prime at first order in tight-coupling */ shear_g_prime=16./45.*(tau_c*(theta_prime+metric_shear_prime)+dtau_c*(theta_g+metric_shear)); + /* change for idm_g, same as above */ + if (pth->has_idm_g == _TRUE_) { + shear_g_prime = 16./45.*(tau_2_idm_g*(theta_prime + metric_shear_prime) + dtau_2_idm_g*(theta_g+metric_shear)); + } /** - ---> 2nd order as in CRS*/ if (ppr->tight_coupling_approximation == (int)second_order_CRS) { @@ -9488,9 +10424,8 @@ int perturb_tca_slip_and_shear(double * y, +( a_primeprime_over_a*a_prime_over_a*((2.-3.*cb2)*R-2.)*theta_b/(1.+R) +a_prime_over_a*k2*(1.-3.*cb2)*theta_b/3./(1.+R) - /* perturbed recombination has an impact (next two lines) */ - +a_primeprime_over_a*k2*cb2*(delta_b+delta_temp)/(1.+R) - +k2*k2*(3.*cb2-1.)*cb2*(delta_b+delta_temp)/3./(1.+R) + +a_primeprime_over_a*k2*cb2*delta_b/(1.+R) + +k2*k2*(3.*cb2-1.)*cb2*delta_b/3./(1.+R) +k2*k2*R*(3.*cb2-1.)*delta_g/12./(1.+R) +a_primeprime_over_a*k2*(2.+3.*R)*delta_g/4./(1.+R) +a_prime_over_a*a_prime_over_a*k2*((2.-3.*cb2)*R-1.)*delta_g/2./(1.+R) @@ -9537,9 +10472,14 @@ int perturb_tca_slip_and_shear(double * y, slip = (1.-2*a_prime_over_a*F)*slip + F*k2*s2_squared*(2.*a_prime_over_a*shear_g+shear_g_prime) -F*(F_prime_prime*g0+2.*F_prime*g0_prime+F*g0_prime_prime); - /* second-order correction to shear */ - shear_g = (1.-11./6.*dtau_c)*shear_g-11./6.*tau_c*16./45.*tau_c*(theta_prime+metric_shear_prime); - + /* second-order correction to shear*/ + /* this is modified for idm_g, see 1802.06589 */ + if (pth->has_idm_g == _TRUE_) { + shear_g = (1.-11./6.*dtau_2_idm_g)*shear_g-11./6.*tau_2_idm_g*16./45.*tau_2_idm_g*(theta_prime+metric_shear_prime); + } + else { + shear_g = (1.-11./6.*dtau_c)*shear_g-11./6.*tau_c*16./45.*tau_c*(theta_prime+metric_shear_prime); + } } } @@ -9550,8 +10490,13 @@ int perturb_tca_slip_and_shear(double * y, slip = (1.-2.*a_prime_over_a*F)*slip + F*k2*(2.*a_prime_over_a*s2_squared*shear_g+s2_squared*shear_g_prime-(1./3.-cb2)*(F*theta_prime+2.*F_prime*theta_b)); /* second-order correction to shear */ - shear_g = (1.-11./6.*dtau_c)*shear_g-11./6.*tau_c*16./45.*tau_c*(theta_prime+metric_shear_prime); - + /* this is modified for idm_g, see 1802.06589 */ + if (pth->has_idm_g == _TRUE_) { + shear_g = (1.-11./6.*dtau_2_idm_g)*shear_g-11./6.*tau_2_idm_g*16./45.*tau_2_idm_g*(theta_prime+metric_shear_prime); + } + else { + shear_g = (1.-11./6.*dtau_c)*shear_g-11./6.*tau_c*16./45.*tau_c*(theta_prime+metric_shear_prime); + } } /** - ---> store tight-coupling values of photon shear and its derivative */ @@ -9559,73 +10504,88 @@ int perturb_tca_slip_and_shear(double * y, ppw->tca_shear_g = shear_g; ppw->tca_slip = slip; - return _SUCCESS_; } -int perturb_rsa_delta_and_theta( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - double k, - double * y, - double a_prime_over_a, - double * pvecthermo, - struct perturb_workspace * ppw - ) { - /* - define local variables */ - +/** + * Compute the density delta and velocity theta of photons and + * ultra-relativistic neutrinos in the radiation streaming + * approximation + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param k Input: wavenumber + * @param y Input: vector of perturbations + * @param a_prime_over_a Input: a'/a + * @param pvecthermo Input: vector of thermodynamics quantites + * @param ppw Input/Output: in input, fixed parameters (e.g. indices); in output, delta and theta + * @param error_message Output: error message + */ + +int perturbations_rsa_delta_and_theta( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct perturbations * ppt, + double k, + double * y, + double a_prime_over_a, + double * pvecthermo, + struct perturbations_workspace * ppw, + ErrorMsg error_message + ) { + /* - define local variables */ + double k2; k2 = k*k; - double a2; + double a2 = pow(ppw->pvecback[pba->index_bg_a],2.); - a2 = pow(ppw->pvecback[pba->index_bg_a],2.); + class_test(ppw->approx[ppw->index_ap_rsa] == (int)rsa_off, + "this function should not have been called now, bug was introduced", + ppt->error_message, + ppt->error_message); // formulas below TBC for curvaturema /* newtonian gauge */ if (ppt->gauge == newtonian) { - if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) { - - if (ppr->radiation_streaming_approximation == rsa_null) { - ppw->rsa_delta_g = 0.; - ppw->rsa_theta_g = 0.; - } - else { + if (ppr->radiation_streaming_approximation == rsa_null) { + ppw->rsa_delta_g = 0.; + ppw->rsa_theta_g = 0.; + } + else { + ppw->rsa_delta_g = -4.*y[ppw->pv->index_pt_phi]; + ppw->rsa_theta_g = 6.*ppw->pvecmetric[ppw->index_mt_phi_prime]; + } - ppw->rsa_delta_g = -4.*y[ppw->pv->index_pt_phi]; + if (ppr->radiation_streaming_approximation == rsa_MD_with_reio) { - ppw->rsa_theta_g = 6.*ppw->pvecmetric[ppw->index_mt_phi_prime]; - } + ppw->rsa_delta_g += + -4./k2*ppw->pvecthermo[pth->index_th_dkappa]*y[ppw->pv->index_pt_theta_b]; - if (ppr->radiation_streaming_approximation == rsa_MD_with_reio) { + ppw->rsa_theta_g += + 3./k2*(ppw->pvecthermo[pth->index_th_ddkappa]*y[ppw->pv->index_pt_theta_b] + +ppw->pvecthermo[pth->index_th_dkappa]* + (-a_prime_over_a*y[ppw->pv->index_pt_theta_b] + +ppw->pvecthermo[pth->index_th_cb2]*k2*y[ppw->pv->index_pt_delta_b] + +k2*y[ppw->pv->index_pt_phi])); + } - ppw->rsa_delta_g += - -4./k2*ppw->pvecthermo[pth->index_th_dkappa]*y[ppw->pv->index_pt_theta_b]; + if (pba->has_ur == _TRUE_) { - ppw->rsa_theta_g += - 3./k2*(ppw->pvecthermo[pth->index_th_ddkappa]*y[ppw->pv->index_pt_theta_b] - +ppw->pvecthermo[pth->index_th_dkappa]* - (-a_prime_over_a*y[ppw->pv->index_pt_theta_b] - +ppw->pvecthermo[pth->index_th_cb2]*k2*y[ppw->pv->index_pt_delta_b] - +k2*y[ppw->pv->index_pt_phi])); + if (ppr->radiation_streaming_approximation == rsa_null) { + ppw->rsa_delta_ur = 0.; + ppw->rsa_theta_ur = 0.; } - - if (pba->has_ur == _TRUE_) { - - if (ppr->radiation_streaming_approximation == rsa_null) { - ppw->rsa_delta_ur = 0.; - ppw->rsa_theta_ur = 0.; - } - else { - ppw->rsa_delta_ur = -4.*y[ppw->pv->index_pt_phi]; - ppw->rsa_theta_ur = 6.*ppw->pvecmetric[ppw->index_mt_phi_prime]; - } + else { + ppw->rsa_delta_ur = -4.*y[ppw->pv->index_pt_phi]; + ppw->rsa_theta_ur = 6.*ppw->pvecmetric[ppw->index_mt_phi_prime]; } } } @@ -9633,37 +10593,31 @@ int perturb_rsa_delta_and_theta( /* synchronous gauge */ if (ppt->gauge == synchronous) { - if (ppw->approx[ppw->index_ap_rsa] == (int)rsa_on) { + if (ppr->radiation_streaming_approximation == rsa_null) { + ppw->rsa_delta_g = 0.; + ppw->rsa_theta_g = 0.; + } + else { - if (ppr->radiation_streaming_approximation == rsa_null) { - ppw->rsa_delta_g = 0.; - ppw->rsa_theta_g = 0.; + if (pba->has_smg == _TRUE_) { + ppw->rsa_delta_g = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] + -k2*y[ppw->pv->index_pt_eta] + +9./2.*a2*ppw->pvecmetric[ppw->index_mt_rsa_p_smg]); } else { + ppw->rsa_delta_g = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] + -k2*y[ppw->pv->index_pt_eta]); + } - /* If smg correct gamma density */ - if (pba->has_smg == _TRUE_) { - ppw->rsa_delta_g = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] - -k2*y[ppw->pv->index_pt_eta] - +9./2.*a2*ppw->pvecmetric[ppw->index_mt_rsa_p_smg]); - } - else { - ppw->rsa_delta_g = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] - -k2*y[ppw->pv->index_pt_eta]); - } - - ppw->rsa_theta_g = -0.5*ppw->pvecmetric[ppw->index_mt_h_prime]; - + ppw->rsa_theta_g = -0.5*ppw->pvecmetric[ppw->index_mt_h_prime]; } - if (ppr->radiation_streaming_approximation == rsa_MD_with_reio) { + if (ppr->radiation_streaming_approximation == rsa_MD_with_reio) { - ppw->rsa_delta_g += - -4./k2*ppw->pvecthermo[pth->index_th_dkappa]*(y[ppw->pv->index_pt_theta_b]+0.5*ppw->pvecmetric[ppw->index_mt_h_prime]); + ppw->rsa_delta_g += + -4./k2*ppw->pvecthermo[pth->index_th_dkappa]*(y[ppw->pv->index_pt_theta_b]+0.5*ppw->pvecmetric[ppw->index_mt_h_prime]); - /* If smg correct gamma theta */ if (pba->has_smg == _TRUE_) { - ppw->rsa_theta_g += 3./k2*(ppw->pvecthermo[pth->index_th_ddkappa]* (y[ppw->pv->index_pt_theta_b] @@ -9676,1114 +10630,112 @@ int perturb_rsa_delta_and_theta( -9./2.*a2*ppw->pvecmetric[ppw->index_mt_rsa_p_smg])); } else { - ppw->rsa_theta_g += 3./k2*(ppw->pvecthermo[pth->index_th_ddkappa]* - (y[ppw->pv->index_pt_theta_b] - +0.5*ppw->pvecmetric[ppw->index_mt_h_prime]) - +ppw->pvecthermo[pth->index_th_dkappa]* - (-a_prime_over_a*y[ppw->pv->index_pt_theta_b] - + ppw->pvecthermo[pth->index_th_cb2]*k2*y[ppw->pv->index_pt_delta_b] - -a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] - +k2*y[ppw->pv->index_pt_eta])); + (y[ppw->pv->index_pt_theta_b] + +0.5*ppw->pvecmetric[ppw->index_mt_h_prime]) + +ppw->pvecthermo[pth->index_th_dkappa]* + (-a_prime_over_a*y[ppw->pv->index_pt_theta_b] + + ppw->pvecthermo[pth->index_th_cb2]*k2*y[ppw->pv->index_pt_delta_b] + -a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] + +k2*y[ppw->pv->index_pt_eta])); } - - } - - if (pba->has_ur == _TRUE_) { - - if (ppr->radiation_streaming_approximation == rsa_null) { - ppw->rsa_delta_ur = 0.; - ppw->rsa_theta_ur = 0.; - } - else { - ppw->rsa_delta_ur = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] - -k2*y[ppw->pv->index_pt_eta]); - ppw->rsa_theta_ur = -0.5*ppw->pvecmetric[ppw->index_mt_h_prime]; - - /* If smg correct ur density */ - if (pba->has_smg == _TRUE_) { - ppw->rsa_delta_ur = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] - -k2*y[ppw->pv->index_pt_eta] - +9./2.*a2*ppw->pvecmetric[ppw->index_mt_rsa_p_smg]); - } - } - } - } - } - - return _SUCCESS_; - -} - -int perturb_test_at_k_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double k, - double tau, - int *approx) { - - //Define local variables - double * pvecback; - int first_index_back; - - class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); - class_call(background_at_tau(pba, - tau, - pba->normal_info, - pba->inter_normal, - &first_index_back, - pvecback), - pba->error_message, - ppt->error_message); - - double bra = pvecback[pba->index_bg_braiding_smg]; - double rho_ur = pvecback[pba->index_bg_rho_ur]; - double rho_g = pvecback[pba->index_bg_rho_g]; - double a = pvecback[pba->index_bg_a]; - double H = pvecback[pba->index_bg_H]; - double l8 = pvecback[pba->index_bg_lambda_8_smg]; - double cs2num = pvecback[pba->index_bg_cs2num_smg]; - double D = pvecback[pba->index_bg_kinetic_D_smg]; - - //Get mass2 and rad2 - double mass2 = 2.*(cs2num*pow(k/(a*H),2) - 4.*l8)/(2. - bra)/D; - double rad2 = 3.*mass2*pow((a*H/k)*H*H/(rho_g + rho_ur),2); - - double tau_fd; - short proposal; - - class_call(background_tau_of_z(pba, - ppr->z_fd_qs_smg, - &tau_fd), - pba->error_message, - ppt->error_message); - //Approximation - if ((mass2 > pow(ppr->trigger_mass_qs_smg,2)) && (rad2 > pow(ppr->trigger_rad_qs_smg,2))) { - proposal = 1; - } - else { - proposal = 0; - } - if (tau <= tau_fd) { - *approx = proposal; - } - else { - *approx = 0; - } - - free(pvecback); - - return _SUCCESS_; - -} - -int perturb_test_ini_qs_smg( - struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double k_min, - double k_max, - double a_ini) { - //Define local variables - double * pvecback; - int first_index_back; - double tau; - int approx_k_min, approx_k_max; - - //Get background quantities at a_ini - class_call(background_tau_of_z(pba, - 1./a_ini-1., - &tau), - pba->error_message, - ppt->error_message); - - //Approximation for k_min - perturb_test_at_k_qs_smg( - ppr, - pba, - ppt, - k_min, - tau, - &approx_k_min - ); - - //Approximation for k_max - perturb_test_at_k_qs_smg( - ppr, - pba, - ppt, - k_max, - tau, - &approx_k_max - ); - - class_test_except(approx_k_min != approx_k_max, - ppt->error_message, - free(pvecback), - "\n All the k modes should start evolving with the same type of initial conditions (either fully_dynamic or quasi_static).\n This is not the case at a = %e. Try to decrease a_ini_over_a_today_default.\n", ppr->a_ini_over_a_today_default); - - ppt->initial_approx_qs_smg = approx_k_min; - - free(pvecback); - - return _SUCCESS_; - -} - -int perturb_find_scheme_qs_smg( - struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double k, - double tau_ini, - double tau_end, - double * tau_export - ) { - - int size_sample = ppr->n_max_qs_smg; - - double * tau_sample; - double * mass2_sample; - double * rad2_sample; - double * slope_sample; - - class_alloc(tau_sample,size_sample*sizeof(double),ppt->error_message); - class_alloc(mass2_sample,size_sample*sizeof(double),ppt->error_message); - class_alloc(rad2_sample,size_sample*sizeof(double),ppt->error_message); - class_alloc(slope_sample,size_sample*sizeof(double),ppt->error_message); - - /** - * Input: background table - * Output: sample of the time, mass, decaying rate of the oscillations (slope) - * and radiation density. - **/ - sample_mass_qs_smg( - ppr, - pba, - ppt, - k, - tau_ini, - tau_end, - tau_sample, - mass2_sample, - rad2_sample, - slope_sample, - &size_sample - ); - - - int * approx_sample; - - class_alloc(approx_sample,size_sample*sizeof(int),ppt->error_message); - - /** - * Input: sample of the time, mass and radiation density - * Output: sample of the approx scheme - **/ - mass_to_approx_qs_smg( - ppr, - pba, - ppt, - tau_ini, - tau_end, - tau_sample, - mass2_sample, - rad2_sample, - approx_sample, - size_sample - ); - - free(mass2_sample); - free(rad2_sample); - - - double * tau_array; - double * slope_array; - int * approx_array; - int size_array = size_sample; - - class_alloc(tau_array,size_array*sizeof(double),ppt->error_message); - class_alloc(slope_array,size_array*sizeof(double),ppt->error_message); - class_alloc(approx_array,size_array*sizeof(int),ppt->error_message); - - /** - * Input: sample of the time, slope and approximation scheme - * at small time interval - * Output: arrays containing the time, the slope and the approximation - * scheme only when it changes - **/ - shorten_first_qs_smg( - tau_sample, - slope_sample, - approx_sample, - size_sample, - tau_array, - slope_array, - approx_array, - &size_array, - tau_end - ); - - free(tau_sample); - free(slope_sample); - free(approx_sample); - - /** - * Input: arrays with time, slope and approximation schemes - * Output: arrays with time and approximation scheme corrected with the slope - **/ - correct_with_slope_qs_smg( - ppr, - pba, - ppt, - tau_ini, - tau_end, - tau_array, - slope_array, - approx_array, - size_array - ); - - free(slope_array); - - double * tau_scheme; - int * approx_scheme; - int size_scheme = size_array; - - class_alloc(tau_scheme,size_scheme*sizeof(double),ppt->error_message); - class_alloc(approx_scheme,size_scheme*sizeof(int),ppt->error_message); - - /** - * Input: arrays of time and approximation after correcting with the slope - * (there is the possibility that the same number in approx_array is repeated) - * Output: shortened arrays of time and approximation - **/ - shorten_second_qs_smg( - tau_array, - approx_array, - size_array, - tau_scheme, - approx_scheme, - &size_scheme - ); - - free(tau_array); - free(approx_array); - - /** - * Input: real approx_scheme and tau_scheme - * Output: approx scheme (tau_export) adjusted to fit the implemented one - **/ - fit_real_scheme_qs_smg( - tau_end, - approx_scheme, - tau_scheme, - size_scheme, - tau_export - ); - - free(tau_scheme); - free(approx_scheme); - -// // DEBUG: Initial and final times -// printf("6 - Interval tau = {%.1e, %.1e}\n", tau_ini, tau_end); -// printf("7 - k mode = {%.1e}\n", k); - - - return _SUCCESS_; - -} - - -int sample_mass_qs_smg( - struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double k, - double tau_ini, - double tau_end, - double * tau_sample, - double * mass2_sample, - double * rad2_sample, - double * slope_sample, - int *size_sample) { - - /* Definition of local variables */ - double mass2, mass2_p, rad2, friction, slope; - double tau = tau_ini; - double delta_tau = (tau_end - tau_ini)/ppr->n_max_qs_smg; - double * pvecback; - int first_index_back; - int count = 0; - - - /* Scan the time evolution and build several arrays containing - * interesting quantities for the quasi-static approximation */ - while (tau < tau_end) { - - class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); - class_call(background_at_tau(pba, - tau, - pba->normal_info, - pba->inter_normal, - &first_index_back, - pvecback), - pba->error_message, - ppt->error_message); - - double bra = pvecback[pba->index_bg_braiding_smg]; - double bra_p = pvecback[pba->index_bg_braiding_prime_smg]; - - double rho_tot = pvecback[pba->index_bg_rho_tot_wo_smg]; - double p_tot = pvecback[pba->index_bg_p_tot_wo_smg]; - double rho_smg = pvecback[pba->index_bg_rho_smg]; - double p_smg = pvecback[pba->index_bg_p_smg]; - double rho_ur = pvecback[pba->index_bg_rho_ur]; - double rho_g = pvecback[pba->index_bg_rho_g]; - - double a = pvecback[pba->index_bg_a]; - double H = pvecback[pba->index_bg_H]; - - double l7 = pvecback[pba->index_bg_lambda_7_smg]; - double l8 = pvecback[pba->index_bg_lambda_8_smg]; - double l8_p = pvecback[pba->index_bg_lambda_8_prime_smg]; - - double cs2num = pvecback[pba->index_bg_cs2num_smg]; - double cs2num_p = pvecback[pba->index_bg_cs2num_prime_smg]; - double D = pvecback[pba->index_bg_kinetic_D_smg]; - double D_p = pvecback[pba->index_bg_kinetic_D_prime_smg]; - - mass2 = 2.*(cs2num*pow(k/(a*H),2) - 4.*l8)/(2. - bra)/D; - - mass2_p = 2.*(4.*(D_p/D - bra_p/(2. - bra))*l8 - 4.*l8_p + (cs2num_p - (D_p/D - bra_p/(2. - bra))*cs2num + (rho_tot + rho_smg + 3.*(p_tot + p_smg))*cs2num*a/H)*pow(k/(a*H),2))/(2. - bra)/D; - - rad2 = 3.*mass2*pow((a*H/k)*H*H/(rho_g + rho_ur),2); - - friction = 8.*pow(2.-bra,-1)*pow(D,-1)*l7; - - slope = (-1. + 2.*friction - 3.*(p_tot + p_smg)/(rho_tot + rho_smg) + mass2_p/(mass2*a*H))/4.; - -// DEBUG: To debug uncomment this and define a convenient function of time for each of these quantities -// double x = (tau - tau_ini)/(tau_end - tau_ini); -// mass2 = 1.5 + cos(10*_PI_*x); -// rad2 = 1.; -// slope = 1.; - - tau_sample[count] = tau; - mass2_sample[count] = mass2; - rad2_sample[count] = rad2; - slope_sample[count] = slope; - - delta_tau = fabs(2.*mass2/mass2_p)/sqrt(ppr->n_min_qs_smg*ppr->n_max_qs_smg); - delta_tau = MIN(delta_tau, (tau_end - tau_ini)/ppr->n_min_qs_smg); - delta_tau = MAX(delta_tau, (tau_end - tau_ini)/ppr->n_max_qs_smg); - - tau += delta_tau; - count += 1; - - free(pvecback); - -} - - *size_sample = count; - - return _SUCCESS_; - -} - - -int mass_to_approx_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double tau_ini, - double tau_end, - double * tau_sample, - double * mass2_sample, - double * rad2_sample, - int * approx_sample, - int size_sample - ) { - - - // Convert the input parameter z_fd into the corresponding conformal time - double tau_fd; - short proposal; - - class_call(background_tau_of_z(pba, - ppr->z_fd_qs_smg, - &tau_fd), - pba->error_message, - ppt->error_message); - - int i; - for (i = 0; i < size_sample; i++) { - - if ((mass2_sample[i] > pow(ppr->trigger_mass_qs_smg,2)) && (rad2_sample[i] > pow(ppr->trigger_rad_qs_smg,2))) { - proposal = 1; - } - else { - proposal = 0; - } - - if (tau_sample[i] <= tau_fd) { - approx_sample[i] = proposal; - } - else { - approx_sample[i] = 0; } - } - - return _SUCCESS_; - -} - - -int shorten_first_qs_smg(double * tau_sample, - double * slope_sample, - int * approx_sample, - int size_sample, - double * tau_array, - double * slope_array, - int * approx_array, - int *size_array, - double tau_end) { - - int i, j, count = 0; - int last_switch = 0; - int this_switch = 0; - double slope_weighted; - - tau_array[0] = tau_sample[0]; - approx_array[0] = approx_sample[0]; - - for (i = 1; i < size_sample; i++) { - if (approx_sample[i] != approx_array[count]) { - - count += 1; - // Shorten approximation scheme - approx_array[count] = approx_sample[i]; - - // Shorten time - if (approx_array[count-1] < approx_array[count]) { - this_switch = i; - } - else { - this_switch = i-1; - } - tau_array[count] = tau_sample[this_switch]; - - // Shorten slope - slope_weighted = 0.; - for (j = last_switch; j < this_switch; j++) { - slope_weighted += slope_sample[j]*(tau_sample[j+1] - tau_sample[j]); - } - slope_array[count -1] = slope_weighted/(tau_sample[this_switch] - tau_sample[last_switch]); - last_switch = this_switch; - } - } - - // Shorten slope last element - slope_weighted = 0.; - for (i = last_switch; i < size_sample-1; i++) { - slope_weighted += slope_sample[i]*(tau_sample[i+1] - tau_sample[i]); - } - slope_array[count] = (slope_weighted + slope_sample[size_sample-1]*(tau_end - tau_sample[size_sample-1]))/(tau_end - tau_sample[last_switch]); - - *size_array = count + 1; - - return _SUCCESS_; - -} - - -int correct_with_slope_qs_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - double tau_ini, - double tau_end, - double * tau_array, - double * slope_array, - int * approx_array, - int size_array) { - - - double * pvecback; - int first_index_back; - int i, j, count; - for (i = 1; i < size_array; i++) { - if ((approx_array[i-1] == 0) && (approx_array[i] == 1)) { - - // Routine to calculate the time interval necessary to relax the oscillations - class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); - class_call(background_at_tau(pba, - tau_array[i], - pba->short_info, - pba->inter_normal, - &first_index_back, - pvecback), - pba->error_message, - ppt->error_message); - - double a_final = pvecback[pba->index_bg_a] * pow(ppr->eps_s_qs_smg, -1./slope_array[i]); - double tau_final; - - class_call(background_tau_of_z(pba, - 1./a_final-1., - &tau_final), - pba->error_message, - ppt->error_message); - - double delta_tau = tau_final - tau_array[i]; - - // Adjust time and approx to take into account the oscillations - double next_tau; - if (i+1has_ur == _TRUE_) { - if (tau_array[i] + delta_tau < next_tau) { - tau_array[i] += delta_tau; + if (ppr->radiation_streaming_approximation == rsa_null) { + ppw->rsa_delta_ur = 0.; + ppw->rsa_theta_ur = 0.; } else { - approx_array[i] = 0; - } - - free(pvecback); - } - } + ppw->rsa_delta_ur = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] + -k2*y[ppw->pv->index_pt_eta]); + ppw->rsa_theta_ur = -0.5*ppw->pvecmetric[ppw->index_mt_h_prime]; - return _SUCCESS_; - -} - - -int shorten_second_qs_smg(double * tau_array, - int * approx_array, - int size_array, - double * tau_scheme, - int * approx_scheme, - int *size_scheme) { - - tau_scheme[0] = tau_array[0]; - approx_scheme[0] = approx_array[0]; - int i, j = 0; - - for (i = 0; i < size_array; i++) { - if (approx_array[i] != approx_scheme[j]) { - j += 1; - approx_scheme[j] = approx_array[i]; - tau_scheme[j] = tau_array[i]; - } - } - - *size_scheme = j + 1; - - return _SUCCESS_; - -} - - -int fit_real_scheme_qs_smg( - double tau_end, - int * approx_scheme, - double * tau_scheme, - int size_scheme, - double * tau_export - ) { - - /* Definition of local variables */ - int implemented_scheme[] = _VALUES_QS_SMG_FLAGS_; - int size_implemented_scheme = sizeof(implemented_scheme)/sizeof(int); - - int i, j; - int start_position = 0; - short scheme_fits = _FALSE_; - -// // DEBUG: print the implemented scheme -// int count; -// printf("1 - Implemented scheme = {"); -// for (count = 0; count < size_implemented_scheme; count++) { -// printf("%d", implemented_scheme[count]); -// if (count < size_implemented_scheme - 1) { -// printf(", "); -// } -// } -// printf("}\n"); -// // DEBUG: print the real scheme -// printf("2 - Real scheme = {"); -// for (count = 0; count < size_scheme; count++) { -// printf("%d", approx_scheme[count]); -// if (count < size_scheme - 1) { -// printf(", "); -// } -// } -// printf("}\n"); - - - while (scheme_fits == _FALSE_) { - - /* Check if the real approximation scheme fits the implemented one */ - for (i = 0; i < size_implemented_scheme - size_scheme + 1; i++) { - j = 0; - while (j < size_scheme - 1) { - if (approx_scheme[j] == implemented_scheme[i + j]) { - j += 1; - } - else { - break; + if(pba->has_smg == _TRUE_) { + ppw->rsa_delta_ur = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] + -k2*y[ppw->pv->index_pt_eta] + +9./2.*a2*ppw->pvecmetric[ppw->index_mt_rsa_p_smg]); } } - if ((j == size_scheme - 1) && (approx_scheme[j] == implemented_scheme[i + j])) { - start_position = i; - scheme_fits = _TRUE_; - break; - } - } - - /* Shorten the real approximation scheme */ - if (scheme_fits == _FALSE_) { - if ((approx_scheme[size_scheme - 2]==0) && (approx_scheme[size_scheme - 1]==1)) { - size_scheme += -1; - } - else if ((approx_scheme[size_scheme - 3]==0) && (approx_scheme[size_scheme - 2]==1) && (approx_scheme[size_scheme - 1]==0)) { - size_scheme += -2; - } } } - /* Generate the vector of times at which the approximation switches */ - for (i = 0; i < size_implemented_scheme; i++) { - tau_export[i] = - 1.; - } + /* update total delta and theta given rsa approximation results */ - for (i = 0; i < size_scheme; i++) { - tau_export[start_position + i] = tau_scheme[i]; - } + ppw->delta_rho += ppw->pvecback[pba->index_bg_rho_g]*ppw->rsa_delta_g; + ppw->delta_p += 1./3.*ppw->pvecback[pba->index_bg_rho_g]*ppw->rsa_delta_g; + ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_g]*ppw->rsa_theta_g; - for (i = start_position + size_scheme; i < size_implemented_scheme; i++) { - tau_export[i] = tau_end + 1.; // The +1 is here to make the final elements larger than everything else + if (pba->has_ur == _TRUE_) { + ppw->delta_rho += ppw->pvecback[pba->index_bg_rho_ur]*ppw->rsa_delta_ur; + ppw->delta_p += 1./3.*ppw->pvecback[pba->index_bg_rho_ur]*ppw->rsa_delta_ur; + ppw->rho_plus_p_theta += 4./3.*ppw->pvecback[pba->index_bg_rho_ur]*ppw->rsa_theta_ur; } -// // DEBUG: print the fitted scheme -// printf("3 - Fitted scheme = {"); -// for (count = 0; count < size_scheme; count++) { -// printf("%d", approx_scheme[count]); -// if (count < size_scheme - 1) { -// printf(", "); -// } -// } -// printf("}\n"); -// // DEBUG: print the real tau switches -// printf("4 - Real tau = {"); -// for (count = 0; count < size_scheme; count++) { -// printf("%.1e", tau_scheme[count]); -// if (count < size_scheme - 1) { -// printf(", "); -// } -// } -// printf("}\n"); -// // DEBUG: print the tau switches after the fitting -// printf("5 - Fitted tau = {"); -// for (count = 0; count < size_implemented_scheme; count++) { -// printf("%.1e", tau_export[count]); -// if (count < size_implemented_scheme - 1) { -// printf(", "); -// } -// } -// printf("}\n"); - return _SUCCESS_; + } -/* - * Test for stability of solutions in RD before initialisation of - * perturbations: if standard solution not stable, cannot set ICs properly. +/** + * Compute the density delta and velocity theta of interacting dark + * radiation in its streaming approximation + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermodynamics structure + * @param ppt Input: pointer to perturbation structure + * @param k Input: wavenumber + * @param y Input: vector of perturbations + * @param a_prime_over_a Input: a'/a + * @param pvecthermo Input: vector of thermodynamics quantites + * @param ppw Input/Output: in input, fixed parameters (e.g. indices); in output, delta and theta + * @param error_message Output: error message */ -int perturb_test_ini_grav_ic_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt){ -// test stability of gravitating_attr ICs - - double kin, bra, run, ten, DelM2, Omx, wx; - double c3, c2, c1,c0, den1, den2, ic_regulator_smg; - double tau_ini, z_ref; - int i; - double fastest_growth, wouldbe_adiab; - double * pvecback; - int first_index_back; - double sols[3]; - int complex; - - class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); - - z_ref = ppr->pert_ic_ini_z_ref_smg; - class_call(background_tau_of_z(pba, z_ref,&tau_ini), - pba->error_message, - ppt->error_message); - - class_call(background_at_tau(pba, - tau_ini, - pba->long_info, - pba->inter_normal, - &first_index_back, - pvecback), - pba->error_message, - ppt->error_message); - - // define alphas - wx = pvecback[pba->index_bg_p_smg]/pvecback[pba->index_bg_rho_smg]; - Omx = pvecback[pba->index_bg_rho_smg]/pow(pvecback[pba->index_bg_H],2); - kin = pvecback[pba->index_bg_kineticity_smg]; - bra = pvecback[pba->index_bg_braiding_smg]; - run = pvecback[pba->index_bg_mpl_running_smg]; - ten = pvecback[pba->index_bg_tensor_excess_smg]; - DelM2 = pvecback[pba->index_bg_delta_M2_smg];//M2-1 - - /* Determine the solutions - * - * h = C * tau^2+x - * - * where n is the solution of - * - * c3 x^3 + c2 x^2 + c1 x + c0 = 0 - * - * Note: if complex solutions then take the real part for the test - * These solutions are exact when run=0. If not, then they are approximate. - * These coefficients were obtain by solving the radiation+smg system - * to obtain a 5th-order ODE for h. Removing two gauge modes, leaves - * a cubic with three solutions relevant in the k->0 limit. - * Note that we approximate the ci to O(run). - */ - - // Note: The denominators in the expressions below can be zero. We try to trap this and regulate. - // We assume that M*^2>0 and D>0 which are tested for in the background routine. - // Doing this gives wrong ICs, but it's better than segmentation faults. - - ic_regulator_smg = ppr->pert_ic_regulator_smg; // read in the minimum size that will get regulated - ic_regulator_smg *= fabs(kin)+fabs(bra)+fabs(ten); // scale it relative to the alphas - - c3 = 1.; - - c2 = 5. + 2.*run; - - den1 = (3.*bra*ten + kin*(2. + ten)); - - if(ic_regulator_smg>0 &&(fabs(den1)0 &&(fabs(den2)0 && (fabs(den2)0 && (fabs(den2)gauge == newtonian) { - // Solve cubic to find the three solutions - rf_solve_poly_3(c3,c2,c1,c0,sols,&complex); + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_on) { - if (ppt->perturbations_verbose > 1){ - printf("\nGravitating attractor ICs give growing modes at z=%e: \n (Approximate) polynomial",z_ref); - printf(" solutions h ~ (k_tau)^n (complex = %i) with exponents: \n",complex); - } + ppw->rsa_delta_idr = -4.*y[ppw->pv->index_pt_phi]; + ppw->rsa_theta_idr = 6.*ppw->pvecmetric[ppw->index_mt_phi_prime]; - fastest_growth = sols[0]; //want fastest - wouldbe_adiab = sols[0]; //want closest to zero - for (i=0; i<3;i+=1){ - if (sols[i] > fastest_growth){ - fastest_growth = sols[i] ; - } - if (fabs(sols[i]) < fabs(wouldbe_adiab)){ - wouldbe_adiab = sols[i]; - } - if (ppt->perturbations_verbose > 1){ - printf(" n_%i = %f\n",i, 2+sols[i]); } } - if (ppt->perturbations_verbose > 1){ - printf(" fastest growing mode n = %f\n",2+fastest_growth); - printf(" mode closest to standard adiabatic solution, n=%f\n",2+wouldbe_adiab); - printf(" omx = %e, dM* = %e\n",Omx,DelM2); - } - - // Check that would-be adiabatic mode is actually the fastest mode, otherwise - // the would-be adiabatic attractor destabilises to the fastest mode, i.e. we cannot assume that the curvature was - // conserved between inflation and the beginning of hi_class and therefore there is no - // relation between the inflational amplitude A_S and the parameter we use for normalisation of curvature. - - /* We don't need this: te closest to zero mode actually conserves eta/zeta in any case - class_test_except(ppr->pert_ic_tolerance_smg>0 && (fabs(wouldbe_adiab) > ppr->pert_ic_tolerance_smg), - ppt->error_message, - free(pvecback), - "\n Cannot set initial conditions for early_smg: adiabatic mode h ~ tau^2 lost, h ~ tau^n with n = %f",2+wouldbe_adiab); - */ - - if (fabs(fastest_growth)>fabs(wouldbe_adiab)){ - class_test_except(ppr->pert_ic_tolerance_smg>0 && (fabs(fastest_growth) > ppr->pert_ic_tolerance_smg), - ppt->error_message, - free(pvecback), - "\n Cannot set initial conditions for early_smg:\n There does exist a mode where curvature is conserved n=%f, but solution destabilises to a faster-growing non-conserving mode with n=%f.",2+wouldbe_adiab,2+fastest_growth); - } - - free(pvecback); - - // If we get here, then initialise modes and evolve them! - - return _SUCCESS_; - -} - -/* - * Test for tachyonic instability of Vx in RD before initialisation of - * perturbations: if not stable, cannot set ICs properly. - */ -int perturb_test_ini_extfld_ic_smg(struct precision * ppr, - struct background * pba, - struct perturbs * ppt){ - - double kin, bra, run, ten, DelM2, Omx, wx; - double l1,l2, l3, l4,l5,l6,l7,l8, cs2num, Dd; - double B1_smg, B2_smg; - double tau_ini, z_ref; - double vx_growth_smg; - double * pvecback; - int first_index_back; - - class_alloc(pvecback,pba->bg_size*sizeof(double),ppt->error_message); + if (ppt->gauge == synchronous) { - z_ref = ppr->pert_ic_ini_z_ref_smg; + if (ppw->approx[ppw->index_ap_rsa_idr] == (int)rsa_idr_on) { - class_call(background_tau_of_z(pba, z_ref,&tau_ini), - pba->error_message, - ppt->error_message); - - class_call(background_at_tau(pba, - tau_ini, - pba->long_info, - pba->inter_normal, - &first_index_back, - pvecback), - pba->error_message, - ppt->error_message); + ppw->rsa_delta_idr = 4./k2*(a_prime_over_a*ppw->pvecmetric[ppw->index_mt_h_prime] + -k2*y[ppw->pv->index_pt_eta]); + ppw->rsa_theta_idr = -0.5*ppw->pvecmetric[ppw->index_mt_h_prime]; - // look up alphas etc. at z_ref - wx = pvecback[pba->index_bg_p_smg]/pvecback[pba->index_bg_rho_smg]; - Omx = pvecback[pba->index_bg_rho_smg]/pow(pvecback[pba->index_bg_H],2); - kin = pvecback[pba->index_bg_kineticity_smg]; - bra = pvecback[pba->index_bg_braiding_smg]; - run = pvecback[pba->index_bg_mpl_running_smg]; - ten = pvecback[pba->index_bg_tensor_excess_smg]; - DelM2 = pvecback[pba->index_bg_delta_M2_smg];//M2-1 - l1 = pvecback[pba->index_bg_lambda_1_smg]; - l2 = pvecback[pba->index_bg_lambda_2_smg]; - l3 = pvecback[pba->index_bg_lambda_3_smg]; - l4 = pvecback[pba->index_bg_lambda_4_smg]; - l5 = pvecback[pba->index_bg_lambda_5_smg]; - l6 = pvecback[pba->index_bg_lambda_6_smg]; - l7 = pvecback[pba->index_bg_lambda_7_smg]; - l8 = pvecback[pba->index_bg_lambda_8_smg]; - cs2num = pvecback[pba->index_bg_cs2num_smg]; - Dd = pvecback[pba->index_bg_kinetic_D_smg]; - - B1_smg = (bra/Dd)*(bra/(2.*(-2 + bra)*(kin + l1)))*((-6 + kin)*l1 + 3*l4); - B1_smg += (3*pow(bra,3))*(l1/Dd)/(2.*(-2 + bra)*(kin + l1)); - B1_smg += 2*(cs2num/Dd)*(3*bra*kin + pow(kin,2) - 3*l4)/(2.*(-2. + bra)*(kin + l1)); - B1_smg += 2*(3*l2*l4/Dd + (kin/Dd)*(l1*l2 - 8*l7) - 8*l1/Dd*l7)/(2.*(-2 + bra)*(kin + l1)); - B1_smg -= 2*(bra/Dd)*((kin*l1/(kin + l1) - 3*l1*l2/(kin + l1) + 3*l4/(kin + l1))/(2.*(-2 + bra))); - - B2_smg = 8*(1 + DelM2)*(3*l2*l6/Dd + 4*kin*l8/Dd); - B2_smg += 4*(l1/Dd)*(8*(1 + DelM2)*l8 + l2*(12 - 12*Omx + (1 + DelM2)*(-12 + kin + Omx*(3 - 9*wx)))); - B2_smg += 2*(bra/Dd)*bra*(6*(1 + DelM2)*l6 + l1*(12 - 12*Omx + (1 + DelM2)*(-30 + kin + 6*Omx*(1 - 3*wx)))); - B2_smg += 3*pow(bra,3)*(1 + DelM2)*(l1/Dd)*(6 + Omx*(-1 + 3*wx)); - B2_smg += 2*(cs2num/Dd)*(2*(1 + DelM2)*pow(kin,2) - 12*(1 + DelM2)*l6 + 3*kin*(8 - 8*Omx + (1 + DelM2)*(-8 + Omx*(2 - 6*wx) + bra*(6 + Omx*(-1 + 3*wx))))); - B2_smg -= 2*(bra/Dd)*(12*(1 + DelM2)*l6 + l1*(24 - 24*Omx + (1 + DelM2)*(2*kin - 3*(8 + 2*Omx*(-1 + 3*wx) + l2*(6 + Omx*(-1 + 3*wx)))))); - B2_smg /= (4.*(-2 + bra)*(1 + DelM2)*(kin + l1)); - - vx_growth_smg = 0.5*(1.-B1_smg); - - if (1.-2.*B1_smg + B1_smg*B1_smg -4.*B2_smg >=0){ - vx_growth_smg += 0.5*sqrt(1. -2.*B1_smg + B1_smg*B1_smg -4.*B2_smg); - } - - if (ppt->perturbations_verbose > 1){ - printf("\nExternal field attractor ICs at z=%e. Standard solution for grav. field, h = (k tau)^2.\n",z_ref); - if(vx_growth_smg<=3){ - printf(" smg evolves on standard attractor in external field with Vx = k^2 tau^3;\n\n"); - } - else{ - printf(" tachyonic instability in smg dominates, Vx = k^2 tau^n with n=%f.\n",vx_growth_smg); - printf(" smg is sensitive to its initial conditions at end of inflation.\n"); } } - class_test_except(ppr->pert_ic_tolerance_smg>0 && (vx_growth_smg > 3.+ppr->pert_ic_tolerance_smg), - ppt->error_message, - free(pvecback), - "\n Cannot set initial conditions for smg: tachyonic instability dominates superhorizon attractor.\n"); - - free(pvecback); - - // If we get here, then initialise modes and evolve them! - return _SUCCESS_; -} - -int calc_extfld_ampl(int nexpo, double kin, double bra, double dbra, double run, double ten, double DelM2, - double Omx, double wx, double l1, double l2, double l3, double l4, - double l5, double l6,double l7,double l8, double cs2num, double Dd, - double ic_regulator_smg, double * amplitude){ - - /* Solutions assuming the alphas are small, i.e. Vx does not gravitate but moves - * on an attractor provided by collapsing radiation. (w!=1/3 terms included properly here!) - // We have already tested for an RD tachyon at z=pert_ic_ini_z_ref_smg and it wasn't there. - * We can thus assume that h has the standard solution (tau^2 for adiabatic) - * and solve the Vx e.o.m. assuming C1=C2=0. - * - * Vx = C1 tau^n1 + C2 tau^n2 + A k^2 tau^n - * - * This requires that if the tachyon has appeared at some later time, the system will be moving into it slowly. - * - * We do not correct any other fields, since it would be inconsistent to include them - * here, but not in the calculation of the exponent. If this is importnant, use gravitating_attr ICs. - * - * - * The on-attractor solution for the scalar velocity Vx is Vx = amplitude * k^2 tau^n * ppr->curvature_ini - * with amplitude = -B3/(6 + 3*B1 + B2). - */ - - - - - // Calculate the amplitude of v_x in ext_field_attr ICs, both for adiabatic and isocurvature - // Since the scalar does not backreact, the different Ad and ISOcurv solutions differ - // only by the exponent in h, h = C*tau^n. The only n-dependent terms are in B3 and amplitude - - - double B1_smg, B2_smg, B3_smg, B3num_smg, B3denom_smg; - double den1, den2, den3, den4, reg_rescaled; - - reg_rescaled = ic_regulator_smg*(fabs(bra)+fabs(kin)+fabs(l1)); //rescale the regulator to be proportional to the alphas - - - den1 = (2.*(-2 + bra)*(kin + l1)); - if(reg_rescaled>0 && (fabs(den1)0 && (fabs(den2)0 && (fabs(den3)0 && (fabs(den4)k_min; /* first value, inferred from perturbations structure */ - k_max = ppt->k_max; /* last value, inferred from perturbations structure */ + if (ppm->has_k_max_for_primordial_pk == _TRUE_){ + k_max = ppm->k_max_for_primordial_pk; /* last value, user-defined (i.e. if specified in .ini file) */ + } + else{ + k_max = ppt->k_max; /* last value, inferred from perturbations structure */ + } class_test(k_min <= 0., ppm->error_message, @@ -458,11 +464,11 @@ int primordial_init( /** - expression for alpha_s comes from: - `ns_2 = (lnpk_plus-lnpk_pivot)/(dlnk)+1` + `ns_2 = (lnpk_plus-lnpk_pivot)/(dlnk)+1` - `ns_1 = (lnpk_pivot-lnpk_minus)/(dlnk)+1` + `ns_1 = (lnpk_pivot-lnpk_minus)/(dlnk)+1` - `alpha_s = dns/dlnk = (ns_2-ns_1)/dlnk = (lnpk_plus-lnpk_pivot-lnpk_pivot+lnpk_minus)/(dlnk)/(dlnk)` + `alpha_s = dns/dlnk = (ns_2-ns_1)/dlnk = (lnpk_plus-lnpk_pivot-lnpk_pivot+lnpk_minus)/(dlnk)/(dlnk)` **/ @@ -485,8 +491,8 @@ int primordial_init( /** - expression for beta_s: - `ppm->beta_s = (alpha_plus-alpha_minus)/dlnk = (lnpk_plusplus-2.*lnpk_plus+lnpk_pivot - - (lnpk_pivot-2.*lnpk_minus+lnpk_minusminus)/pow(dlnk,3)` + `ppm->beta_s = (alpha_plus-alpha_minus)/dlnk = (lnpk_plusplus-2.*lnpk_plus+lnpk_pivot - + (lnpk_pivot-2.*lnpk_minus+lnpk_minusminus)/pow(dlnk,3)` **/ /* Simplification of the beta_s expression: */ @@ -598,7 +604,7 @@ int primordial_free( */ int primordial_indices( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm ) { @@ -688,7 +694,7 @@ int primordial_get_lnk_list( */ int primordial_analytic_spectrum_init( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm ) { @@ -1127,7 +1133,7 @@ int primordial_inflation_indices( */ int primordial_inflation_solve_inflation( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct precision *ppr ) { @@ -1433,9 +1439,9 @@ int primordial_inflation_solve_inflation( else if (ppm->behavior == analytical) { class_call_except(primordial_inflation_analytic_spectra(ppt, - ppm, - ppr, - y_ini), + ppm, + ppr, + y_ini), ppm->error_message, ppm->error_message, free(y);free(y_ini);free(dy)); @@ -1510,7 +1516,7 @@ int primordial_inflation_solve_inflation( */ int primordial_inflation_analytic_spectra( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct precision * ppr, double * y_ini @@ -1586,80 +1592,27 @@ int primordial_inflation_analytic_spectra( */ int primordial_inflation_spectra( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct precision * ppr, double * y_ini ) { int index_k; - /* number of threads (always one if no openmp) */ - int number_of_threads=1; - /* index of the thread (always 0 if no openmp) */ - int thread=0; - - - /* This code can be optionally compiled with the openmp option for parallel computation. - Inside parallel regions, the use of the command "return" is forbidden. - For error management, instead of "return _FAILURE_", we will set the variable below - to "abort = _TRUE_". This will lead to a "return _FAILURE_" just after leaving the - parallel region. */ - int abort; - -#ifdef _OPENMP - /* instrumentation times */ - double tstart, tstop, tspent; -#endif + class_setup_parallel(); + /* loop over Fourier wavenumbers */ + for (index_k=0; index_k < ppm->lnk_size; index_k++) { -#ifdef _OPENMP + class_run_parallel(with_arguments(ppt,ppm,ppr,y_ini,index_k), -#pragma omp parallel - { - number_of_threads = omp_get_num_threads(); + class_call(primordial_inflation_one_wavenumber(ppt,ppm,ppr,y_ini,index_k), + ppm->error_message, + ppm->error_message); + return _SUCCESS_; + ); } -#endif - - abort = _FALSE_; - -#pragma omp parallel shared(ppt,ppm,ppr,abort,y_ini) private(index_k,thread,tspent,tstart,tstop) num_threads(number_of_threads) - - { - -#ifdef _OPENMP - thread = omp_get_thread_num(); - tspent=0.; -#endif - -#pragma omp for schedule (dynamic) - - /* loop over Fourier wavenumbers */ - for (index_k=0; index_k < ppm->lnk_size; index_k++) { -#ifdef _OPENMP - tstart = omp_get_wtime(); -#endif - - class_call_parallel(primordial_inflation_one_wavenumber(ppt,ppm,ppr,y_ini,index_k), - ppm->error_message, - ppm->error_message); - -#ifdef _OPENMP - tstop = omp_get_wtime(); - - tspent += tstop-tstart; -#endif - - } - -#ifdef _OPENMP - if (ppm->primordial_verbose>1) - printf("In %s: time spent in parallel region (loop over k's) = %e s for thread %d\n", - __func__,tspent,thread); -#endif - - } /* end of parallel zone */ - - if (abort == _TRUE_) return _FAILURE_; + class_finish_parallel(); ppm->is_non_zero[ppt->index_md_scalars][ppt->index_ic_ad] = _TRUE_; ppm->is_non_zero[ppt->index_md_tensors][ppt->index_ic_ten] = _TRUE_; @@ -1683,7 +1636,7 @@ int primordial_inflation_spectra( */ int primordial_inflation_one_wavenumber( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm, struct precision * ppr, double * y_ini, @@ -1708,7 +1661,7 @@ int primordial_inflation_one_wavenumber( y[ppm->index_in_dphi] = y_ini[ppm->index_in_dphi]; /** - evolve the background until the relevant initial time for - integrating perturbations */ + integrating perturbations */ class_call(primordial_inflation_evolve_background(ppm, ppr, y, @@ -1722,7 +1675,7 @@ int primordial_inflation_one_wavenumber( ppm->error_message); /** - evolve the background/perturbation equations from this time and - until some time after Horizon crossing */ + until some time after Horizon crossing */ class_call(primordial_inflation_one_k(ppm, ppr, k, @@ -2647,7 +2600,7 @@ int primordial_inflation_find_phi_pivot( sigma_B = 2. * pow(_PI_,5) * pow(_k_B_,4) / 15. / pow(_h_P_,3) / pow(_c_,2); Omega_g0 = (4.*sigma_B/_c_*pow(2.726,4.)) / (3.*_c_*_c_*1.e10*h*h/_Mpc_over_m_/_Mpc_over_m_/8./_PI_/_G_); - Omega_r0 = 3.046*7./8.*pow(4./11.,4./3.)*Omega_g0; + Omega_r0 = 3.044*7./8.*pow(4./11.,4./3.)*Omega_g0; target = log(H0/0.05*pow(Omega_r0,0.5)*pow(2./100.,1./12.)*pow(rho_end/rho_c0,0.25)); @@ -2700,7 +2653,7 @@ int primordial_inflation_find_phi_pivot( case N_star: - class_call(primordial_inflation_evolve_background(ppm, + class_call(primordial_inflation_evolve_background(ppm, ppr, y, dy, @@ -2893,7 +2846,7 @@ int primordial_inflation_find_phi_pivot( case N_star: - class_call(primordial_inflation_evolve_background(ppm, + class_call(primordial_inflation_evolve_background(ppm, ppr, y, dy, @@ -3044,7 +2997,7 @@ int primordial_inflation_find_phi_pivot( /** * Routine returning derivative of system of background/perturbation * variables. Like other routines used by the generic integrator - * (background_derivs, thermodynamics_derivs, perturb_derivs), this + * (background_derivs, thermodynamics_derivs, perturbations_derivs), this * routine has a generic list of arguments, and a slightly different * error management, with the error message returned directly in an * ErrMsg field. @@ -3068,7 +3021,7 @@ int primordial_inflation_derivs( struct primordial_inflation_parameters_and_workspace * ppipaw; struct primordial * ppm; - ppipaw = parameters_and_workspace; + ppipaw = (struct primordial_inflation_parameters_and_workspace *)parameters_and_workspace; ppm = ppipaw->ppm; // a2 @@ -3264,7 +3217,7 @@ int primordial_inflation_derivs( */ int primordial_external_spectrum_init( - struct perturbs * ppt, + struct perturbations * ppt, struct primordial * ppm ) { /** Summary: */ @@ -3274,7 +3227,7 @@ int primordial_external_spectrum_init( char command_with_arguments[2*_ARGUMENT_LENGTH_MAX_]; FILE *process; int n_data_guess, n_data = 0; - double *k = NULL, *pks = NULL, *pkt = NULL, *tmp = NULL; + double *k = NULL, *pks = NULL, *pkt = NULL; double this_k, this_pks, this_pkt; int status; int index_k; @@ -3288,17 +3241,17 @@ int primordial_external_spectrum_init( pkt = (double *)malloc(n_data_guess*sizeof(double)); /* Prepare the command */ /* If the command is just a "cat", no arguments need to be passed */ - if(strncmp("cat ", ppm->command, 4) == 0) { - sprintf(arguments, " "); + if (strncmp("cat ", ppm->command, 4) == 0) { + class_sprintf(arguments, " "); } /* otherwise pass the list of arguments */ else { - sprintf(arguments, " %g %g %g %g %g %g %g %g %g %g", + class_sprintf(arguments, " %g %g %g %g %g %g %g %g %g %g", ppm->custom1, ppm->custom2, ppm->custom3, ppm->custom4, ppm->custom5, ppm->custom6, ppm->custom7, ppm->custom8, ppm->custom9, ppm->custom10); } /* write the actual command in a string */ - sprintf(command_with_arguments, "%s %s", ppm->command, arguments); + class_sprintf(command_with_arguments, "%s %s", ppm->command, arguments); if (ppm->primordial_verbose > 0) printf(" -> running: %s\n",command_with_arguments); @@ -3318,26 +3271,14 @@ int primordial_external_spectrum_init( } /* Standard technique in C: if too many data, double the size of the vectors */ /* (it is faster and safer that reallocating every new line) */ - if((n_data+1) > n_data_guess) { + if ((n_data+1) > n_data_guess) { n_data_guess *= 2; - tmp = (double *)realloc(k, n_data_guess*sizeof(double)); - class_test(tmp == NULL, - ppm->error_message, - "Error allocating memory to read the external spectrum.\n"); - k = tmp; - tmp = (double *)realloc(pks, n_data_guess*sizeof(double)); - class_test(tmp == NULL, - ppm->error_message, - "Error allocating memory to read the external spectrum.\n"); - pks = tmp; + class_realloc(k, n_data_guess*sizeof(double), ppm->error_message); + class_realloc(pks, n_data_guess*sizeof(double), ppm->error_message); if (ppt->has_tensors == _TRUE_) { - tmp = (double *)realloc(pkt, n_data_guess*sizeof(double)); - class_test(tmp == NULL, - ppm->error_message, - "Error allocating memory to read the external spectrum.\n"); - pkt = tmp; - }; - }; + class_realloc(pkt, n_data_guess*sizeof(double), ppm->error_message); + } + } /* Store */ k [n_data] = this_k; pks[n_data] = this_pks; @@ -3346,7 +3287,7 @@ int primordial_external_spectrum_init( } n_data++; /* Check ascending order of the k's */ - if(n_data>1) { + if (n_data>1) { class_test(k[n_data-1] <= k[n_data-2], ppm->error_message, "The k's are not strictly sorted in ascending order, " @@ -3375,24 +3316,19 @@ int primordial_external_spectrum_init( ppm->lnk_size = n_data; /** - Make room */ class_realloc(ppm->lnk, - ppm->lnk, ppm->lnk_size*sizeof(double), ppm->error_message); class_realloc(ppm->lnpk[ppt->index_md_scalars], - ppm->lnpk[ppt->index_md_scalars], ppm->lnk_size*sizeof(double), ppm->error_message); class_realloc(ppm->ddlnpk[ppt->index_md_scalars], - ppm->ddlnpk[ppt->index_md_scalars], ppm->lnk_size*sizeof(double), ppm->error_message); if (ppt->has_tensors == _TRUE_) { class_realloc(ppm->lnpk[ppt->index_md_tensors], - ppm->lnpk[ppt->index_md_tensors], ppm->lnk_size*sizeof(double), ppm->error_message); class_realloc(ppm->ddlnpk[ppt->index_md_tensors], - ppm->ddlnpk[ppt->index_md_tensors], ppm->lnk_size*sizeof(double), ppm->error_message); }; @@ -3423,7 +3359,7 @@ int primordial_external_spectrum_init( return _SUCCESS_; } -int primordial_output_titles(struct perturbs * ppt, +int primordial_output_titles(struct perturbations * ppt, struct primordial * ppm, char titles[_MAXTITLESTRINGLENGTH_] ){ @@ -3435,7 +3371,7 @@ int primordial_output_titles(struct perturbs * ppt, } -int primordial_output_data(struct perturbs * ppt, +int primordial_output_data(struct perturbations * ppt, struct primordial * ppm, int number_of_titles, double *data){ diff --git a/source/spectra.c b/source/spectra.c deleted file mode 100755 index 243ddb73..00000000 --- a/source/spectra.c +++ /dev/null @@ -1,4357 +0,0 @@ -/** @file spectra.c Documented spectra module - * - * Julien Lesgourgues, 25.08.2010 - * - * This module computes the anisotropy and Fourier power spectra - * \f$ C_l^{X}, P(k), ... \f$'s given the transfer and Bessel functions - * (for anisotropy spectra), the source functions (for Fourier spectra) - * and the primordial spectra. - * - * The following functions can be called from other modules: - * - * -# spectra_init() at the beginning (but after transfer_init()) - * -# spectra_cl_at_l() at any time for computing \f$ C_l \f$ at any l - * -# spectra_spectrum_at_z() at any time for computing P(k) at any z - * -# spectra_spectrum_at_k_and z() at any time for computing P at any k and z - * -# spectra_free() at the end - */ - -#include "spectra.h" - - - -int spectra_bandpower(struct spectra * psp, - int l1, - int l2, - double * TT_II, - double * TT_RI, - double * TT_RR - ) { - - int l; - int index_md; - double * cl_tot; - double ** cl_md; - double ** cl_md_ic; - - class_alloc(cl_tot,psp->ct_size*sizeof(double),psp->error_message); - class_alloc(cl_md,psp->md_size*sizeof(double*),psp->error_message); - class_alloc(cl_md_ic,psp->md_size*sizeof(double*),psp->error_message); - for (index_md=0;index_mdmd_size; index_md++) { - class_alloc(cl_md[index_md],psp->ct_size*sizeof(double),psp->error_message); - class_alloc(cl_md_ic[index_md],psp->ct_size*psp->ic_ic_size[index_md]*sizeof(double),psp->error_message); - } - - *TT_RR=0.; - *TT_RI=0.; - *TT_II=0.; - - for (l=l1; l<=l2; l++) { - - class_call(spectra_cl_at_l(psp, - (double)l, - cl_tot, - cl_md, - cl_md_ic), - psp->error_message, - psp->error_message); - - *TT_RR += (double)(2*l+1)*cl_md_ic[psp->index_md_scalars][index_symmetric_matrix(0,0,psp->ic_size[psp->index_md_scalars])*psp->ct_size+psp->index_ct_tt]; - *TT_RI += (double)(2*l+1)*cl_md_ic[psp->index_md_scalars][index_symmetric_matrix(0,1,psp->ic_size[psp->index_md_scalars])*psp->ct_size+psp->index_ct_tt]*2.; - *TT_II += (double)(2*l+1)*cl_md_ic[psp->index_md_scalars][index_symmetric_matrix(1,1,psp->ic_size[psp->index_md_scalars])*psp->ct_size+psp->index_ct_tt]; - - } - - for (index_md=0;index_mdmd_size; index_md++) { - free(cl_md[index_md]); - free(cl_md_ic[index_md]); - } - free(cl_tot); - free(cl_md); - free(cl_md_ic); - - return _SUCCESS_; - -} - -/** - * Anisotropy power spectra \f$ C_l\f$'s for all types, modes and initial conditions. - * - * This routine evaluates all the \f$C_l\f$'s at a given value of l by - * interpolating in the pre-computed table. When relevant, it also - * sums over all initial conditions for each mode, and over all modes. - * - * This function can be - * called from whatever module at whatever time, provided that - * spectra_init() has been called before, and spectra_free() has not - * been called yet. - * - * @param psp Input: pointer to spectra structure (containing pre-computed table) - * @param l Input: multipole number - * @param cl_tot Output: total \f$C_l\f$'s for all types (TT, TE, EE, etc..) - * @param cl_md Output: \f$C_l\f$'s for all types (TT, TE, EE, etc..) decomposed mode by mode (scalar, tensor, ...) when relevant - * @param cl_md_ic Output: \f$C_l\f$'s for all types (TT, TE, EE, etc..) decomposed by pairs of initial conditions (adiabatic, isocurvatures) for each mode (usually, only for the scalar mode) when relevant - * @return the error status - */ - -int spectra_cl_at_l( - struct spectra * psp, - double l, - double * cl_tot, /* array with argument cl_tot[index_ct] (must be already allocated) */ - double * * cl_md, /* array with argument cl_md[index_md][index_ct] (must be already allocated only if several modes) */ - double * * cl_md_ic /* array with argument cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct] (must be already allocated for a given mode only if several ic's) */ - ) { - - /** Summary: */ - - /** - define local variables */ - - int last_index; - int index_md; - int index_ic1,index_ic2,index_ic1_ic2; - int index_ct; - - /** - (a) treat case in which there is only one mode and one initial condition. - Then, only cl_tot needs to be filled. */ - - if ((psp->md_size == 1) && (psp->ic_size[0] == 1)) { - index_md = 0; - if ((int)l <= psp->l[psp->l_size[index_md]-1]) { - - /* interpolate at l */ - class_call(array_interpolate_spline(psp->l, - psp->l_size[index_md], - psp->cl[index_md], - psp->ddcl[index_md], - psp->ct_size, - l, - &last_index, - cl_tot, - psp->ct_size, - psp->error_message), - psp->error_message, - psp->error_message); - - /* set to zero for the types such that lct_size; index_ct++) - if ((int)l > psp->l_max_ct[index_md][index_ct]) - cl_tot[index_ct]=0.; - } - else { - for (index_ct=0; index_ctct_size; index_ct++) - cl_tot[index_ct]=0.; - } - } - - /** - (b) treat case in which there is only one mode - with several initial condition. - Fill cl_md_ic[index_md=0] and sum it to get cl_tot. */ - - if ((psp->md_size == 1) && (psp->ic_size[0] > 1)) { - index_md = 0; - for (index_ct=0; index_ctct_size; index_ct++) - cl_tot[index_ct]=0.; - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - if (((int)l <= psp->l[psp->l_size[index_md]-1]) && - (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_)) { - - class_call(array_interpolate_spline(psp->l, - psp->l_size[index_md], - psp->cl[index_md], - psp->ddcl[index_md], - psp->ic_ic_size[index_md]*psp->ct_size, - l, - &last_index, - cl_md_ic[index_md], - psp->ic_ic_size[index_md]*psp->ct_size, - psp->error_message), - psp->error_message, - psp->error_message); - - for (index_ct=0; index_ctct_size; index_ct++) - if ((int)l > psp->l_max_ct[index_md][index_ct]) - cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct]=0.; - } - else { - for (index_ct=0; index_ctct_size; index_ct++) - cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct]=0.; - } - - /* compute cl_tot by summing over cl_md_ic */ - for (index_ct=0; index_ctct_size; index_ct++) { - if (index_ic1 == index_ic2) - cl_tot[index_ct]+=cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct]; - else - cl_tot[index_ct]+=2.*cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct]; - } - } - } - } - - /** - (c) loop over modes */ - - if (psp->md_size > 1) { - - for (index_ct=0; index_ctct_size; index_ct++) - cl_tot[index_ct]=0.; - - for (index_md = 0; index_md < psp->md_size; index_md++) { - - /** - --> (c.1.) treat case in which the mode under consideration - has only one initial condition. - Fill cl_md[index_md]. */ - - if (psp->ic_size[index_md] == 1) { - if ((int)l <= psp->l[psp->l_size[index_md]-1]) { - - class_call(array_interpolate_spline(psp->l, - psp->l_size[index_md], - psp->cl[index_md], - psp->ddcl[index_md], - psp->ct_size, - l, - &last_index, - cl_md[index_md], - psp->ct_size, - psp->error_message), - psp->error_message, - psp->error_message); - - for (index_ct=0; index_ctct_size; index_ct++) - if ((int)l > psp->l_max_ct[index_md][index_ct]) - cl_md[index_md][index_ct]=0.; - } - else { - for (index_ct=0; index_ctct_size; index_ct++) - cl_md[index_md][index_ct]=0.; - } - } - - /** - --> (c.2.) treat case in which the mode under consideration - has several initial conditions. - Fill cl_md_ic[index_md] and sum it to get cl_md[index_md] */ - - if (psp->ic_size[index_md] > 1) { - - if ((int)l <= psp->l[psp->l_size[index_md]-1]) { - - /* interpolate all ic and ct */ - class_call(array_interpolate_spline(psp->l, - psp->l_size[index_md], - psp->cl[index_md], - psp->ddcl[index_md], - psp->ic_ic_size[index_md]*psp->ct_size, - l, - &last_index, - cl_md_ic[index_md], - psp->ic_ic_size[index_md]*psp->ct_size, - psp->error_message), - psp->error_message, - psp->error_message); - - /* set to zero some of the components */ - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - for (index_ct=0; index_ctct_size; index_ct++) { - - if (((int)l > psp->l_max_ct[index_md][index_ct]) || (psp->is_non_zero[index_md][index_ic1_ic2] == _FALSE_)) - cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct]=0.; - } - } - } - } - /* if l was too big, set anyway all components to zero */ - else { - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - for (index_ct=0; index_ctct_size; index_ct++) { - cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct]=0.; - } - } - } - } - - /* sum up all ic for each mode */ - - for (index_ct=0; index_ctct_size; index_ct++) { - - cl_md[index_md][index_ct]=0.; - - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - - if (index_ic1 == index_ic2) - cl_md[index_md][index_ct]+=cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct]; - else - cl_md[index_md][index_ct]+=2.*cl_md_ic[index_md][index_ic1_ic2*psp->ct_size+index_ct]; - } - } - } - } - - /** - --> (c.3.) add contribution of cl_md[index_md] to cl_tot */ - - for (index_ct=0; index_ctct_size; index_ct++) - cl_tot[index_ct]+=cl_md[index_md][index_ct]; - } - } - - return _SUCCESS_; - -} - -/** - * Matter power spectrum for arbitrary redshift and for all initial conditions. - * - * This routine evaluates the matter power spectrum at a given value of z by - * interpolating in the pre-computed table (if several values of z have been stored) - * or by directly reading it (if it only contains values at z=0 and we want P(k,z=0)) - * - * - * Can be called in two modes: linear or logarithmic. - * - * - linear: returns P(k) (units: \f$ Mpc^3\f$) - * - * - logarithmic: returns \f$\ln{P(k)}\f$ - * - * One little subtlety: in case of several correlated initial conditions, - * the cross-correlation spectrum can be negative. Then, in logarithmic mode, - * the non-diagonal elements contain the cross-correlation angle \f$ P_{12}/\sqrt{P_{11} P_{22}}\f$ - * (from -1 to 1) instead of \f$\ln{P_{12}}\f$ - * - * This function can be - * called from whatever module at whatever time, provided that - * spectra_init() has been called before, and spectra_free() has not - * been called yet. - * - * @param pba Input: pointer to background structure (used for converting z into tau) - * @param psp Input: pointer to spectra structure (containing pre-computed table) - * @param mode Input: linear or logarithmic - * @param z Input: redshift - * @param output_tot Output: total matter power spectrum P(k) in \f$ Mpc^3 \f$ (linear mode), or its logarithms (logarithmic mode) - * @param output_ic Output: for each pair of initial conditions, matter power spectra P(k) in \f$ Mpc^3 \f$ (linear mode), or their logarithms and cross-correlation angles (logarithmic mode) - * @param output_cb_tot Output: CDM+baryon power spectrum P_cb(k) in \f$ Mpc^3 \f$ (linear mode), or its logarithms (logarithmic mode) - * @param output_cb_ic Output: for each pair of initial conditions, CDM+baryon power spectra P_cb(k) in \f$ Mpc^3 \f$ (linear mode), or their logarithms and cross-correlation angles (logarithmic mode) - * @return the error status - */ - -int spectra_pk_at_z( - struct background * pba, - struct spectra * psp, - enum linear_or_logarithmic mode, - double z, - double * output_tot, /* array with argument output_tot[index_k] (must be already allocated) */ - double * output_ic, /* array with argument output_tot[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] (must be already allocated only if more than one initial condition) */ - double * output_cb_tot, /* same as output_tot for the baryon+CDM only */ - double * output_cb_ic /* same as output_ic for the baryon+CDM only */ - ) { - - /* JL 21.09.2017: TODO: now, P(k) total is already calculated and - stored in spectra_pk(), in the array psp->pk_l. WE should use - that here too to compute output_tot, inmstead of redoing the sum - over ICs. */ - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int last_index; - int index_k; - double tau,ln_tau; - int index_ic1,index_ic2,index_ic1_ic2; - - index_md = psp->index_md_scalars; - - /** - first step: convert z into \f$\ln{\tau}\f$ */ - - class_call(background_tau_of_z(pba,z,&tau), - pba->error_message, - psp->error_message); - - class_test(tau <= 0., - psp->error_message, - "negative or null value of conformal time: cannot interpolate"); - - ln_tau = log(tau); - - double small_deviation = 1e-10; - class_test(ln_tauln_tau[0]-small_deviation, - psp->error_message, - "requested z was not inside of tau tabulation range (Requested %.10e, Min %.10e) ",ln_tau,psp->ln_tau[0]-small_deviation); - if(ln_tauln_tau[0]){ - //Case of small deviation caused by rounding - ln_tau = psp->ln_tau[0]; - } - class_test(ln_tau>psp->ln_tau[psp->ln_tau_size-1]+small_deviation, - psp->error_message, - "requested z was not inside of tau tabulation range (Requested %.10e, Max %.10e) ",ln_tau,psp->ln_tau[psp->ln_tau_size-1]+small_deviation); - - if(ln_tau>psp->ln_tau[psp->ln_tau_size-1]){ - //Case of small deviation caused by rounding - ln_tau = psp->ln_tau[psp->ln_tau_size-1]; - } - /** - second step: for both modes (linear or logarithmic), store the spectrum in logarithmic format in the output array(s) */ - - /** - --> (a) if only values at tau=tau_today are stored and we want \f$ P(k,z=0)\f$, no need to interpolate */ - - if (psp->ln_tau_size == 1) { - - class_test(z != 0., - psp->error_message, - "asked z=%e but only P(k,z=0) has been tabulated",z); - - for (index_k=0; index_kln_k_size; index_k++) - if (psp->ic_size[index_md] == 1) { - output_tot[index_k] = psp->ln_pk[index_k]; - if(pba->has_ncdm) output_cb_tot[index_k] = psp->ln_pk_cb[index_k]; - } - else { - for (index_ic1_ic2 = 0; index_ic1_ic2 < psp->ic_ic_size[index_md]; index_ic1_ic2++) { - output_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] = - psp->ln_pk[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]; - if(pba->has_ncdm) - output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] = - psp->ln_pk_cb[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]; - } - } - } - - /** - --> (b) if several values of tau have been stored, use interpolation routine to get spectra at correct redshift */ - - else { - - if (psp->ic_ic_size[index_md] == 1) { - - class_call(array_interpolate_spline(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk, - psp->ddln_pk, - psp->ln_k_size, - ln_tau, - &last_index, - output_tot, - psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - - if(pba->has_ncdm){ - class_call(array_interpolate_spline(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk_cb, - psp->ddln_pk_cb, - psp->ln_k_size, - ln_tau, - &last_index, - output_cb_tot, - psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - } - - } - else { - - class_call(array_interpolate_spline(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk, - psp->ddln_pk, - psp->ic_ic_size[index_md]*psp->ln_k_size, - ln_tau, - &last_index, - output_ic, - psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - - if(pba->has_ncdm){ - class_call(array_interpolate_spline(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk_cb, - psp->ddln_pk_cb, - psp->ic_ic_size[index_md]*psp->ln_k_size, - ln_tau, - &last_index, - output_cb_ic, - psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - } - - } - } - - /** - third step: if there are several initial conditions, compute the total P(k) and set back all uncorrelated coefficients to exactly zero. Check positivity of total P(k). */ - - if (psp->ic_size[index_md] > 1) { - for (index_k=0; index_kln_k_size; index_k++) { - output_tot[index_k] = 0.; - if (pba->has_ncdm) output_cb_tot[index_k] = 0.; - for (index_ic1=0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - if (index_ic1 == index_ic2) { - output_tot[index_k] += exp(output_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]); - if(pba->has_ncdm) output_cb_tot[index_k] += exp(output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]); - } - else { - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - output_tot[index_k] += - 2. * output_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] * - sqrt(exp(output_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md])]) * - exp(output_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md])])); - if(pba->has_ncdm){ - output_cb_tot[index_k] += - 2. * output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] * - sqrt(exp(output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md])]) * - exp(output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md])])); - } - } - else{ - output_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] = 0.; - if(pba->has_ncdm) output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] = 0.; - } - } - } - } - - class_test(output_tot[index_k] <= 0., - psp->error_message, - "for k=%e, z=%e, the matrix of initial condition amplitudes was not positive definite, hence P(k)_total=%e results negative", - exp(psp->ln_k[index_k]),z,output_tot[index_k]); - - if(pba->has_ncdm){ - class_test(output_cb_tot[index_k] <= 0., - psp->error_message, - "for k=%e, z=%e, the matrix of initial condition amplitudes was not positive definite, hence P(k)_cb_total=%e results negative", - exp(psp->ln_k[index_k]),z,output_cb_tot[index_k]); - } - - } - } - - /** - fourth step: depending on requested mode (linear or logarithmic), apply necessary transformation to the output arrays */ - - /** - --> (a) linear mode: if only one initial condition, convert output_tot to linear format; if several initial conditions, convert output_ic to linear format, output_tot is already in this format */ - - if (mode == linear) { - - if (psp->ic_size[index_md] == 1) { - for (index_k=0; index_kln_k_size; index_k++) { - output_tot[index_k] = exp(output_tot[index_k]); - if(pba->has_ncdm) output_cb_tot[index_k] = exp(output_cb_tot[index_k]); - } - } - - else { - for (index_k=0; index_kln_k_size; index_k++) { - for (index_ic1=0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md]); - output_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] = exp(output_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]); - if(pba->has_ncdm) - output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2] = exp(output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_ic1_ic2]); - } - for (index_ic1=0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1+1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - - output_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md])] = - output_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md])] - *sqrt(output_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md])] * - output_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md])]); - - if(pba->has_ncdm){ - output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md])] = - output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md])] - *sqrt(output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md])] * - output_cb_ic[index_k * psp->ic_ic_size[index_md] + index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md])]); - } - - } - } - } - } - } - - /** - --> (b) logarithmic mode: if only one initial condition, nothing to be done; if several initial conditions, convert output_tot to logarithmic format, output_ic is already in this format */ - - else { - - if (psp->ic_size[index_md] > 1) { - for (index_k=0; index_kln_k_size; index_k++) { - /* we have already checked above that output_tot was positive */ - output_tot[index_k] = log(output_tot[index_k]); - if(pba->has_ncdm) output_cb_tot[index_k] = log(output_cb_tot[index_k]); - } - } - } - - return _SUCCESS_; - -} - -/** - * Matter power spectrum for arbitrary wavenumber, redshift and initial condition. - * - * This routine evaluates the matter power spectrum at a given value of k and z by - * interpolating in a table of all P(k)'s computed at this z by spectra_pk_at_z() (when kmin <= k <= kmax), - * or eventually by using directly the primordial spectrum (when 0 <= k < kmin): - * the latter case is an approximation, valid when kmin << comoving Hubble scale today. - * Returns zero when k=0. Returns an error when k<0 or k > kmax. - * - * This function can be - * called from whatever module at whatever time, provided that - * spectra_init() has been called before, and spectra_free() has not - * been called yet. - * - * @param pba Input: pointer to background structure (used for converting z into tau) - * @param ppm Input: pointer to primordial structure (used only in the case 0 < k < kmin) - * @param psp Input: pointer to spectra structure (containing pre-computed table) - * @param k Input: wavenumber in 1/Mpc - * @param z Input: redshift - * @param pk_tot Output: total matter power spectrum P(k) in \f$ Mpc^3 \f$ - * @param pk_ic Output: for each pair of initial conditions, matter power spectra P(k) in \f$ Mpc^3\f$ - * @param pk_cb_tot Output: b+CDM power spectrum P(k) in \f$ Mpc^3 \f$ - * @param pk_cb_ic Output: for each pair of initial conditions, b+CDM power spectra P(k) in \f$ Mpc^3\f$ - * @return the error status - */ - -int spectra_pk_at_k_and_z( - struct background * pba, - struct primordial * ppm, - struct spectra * psp, - double k, - double z, - double * pk_tot, /* pointer to a single number (must be already allocated) */ - double * pk_ic, /* array of argument pk_ic[index_ic1_ic2] (must be already allocated only if several initial conditions) */ - double * pk_cb_tot, /* same as pk_tot for baryon+CDM part only */ - double * pk_cb_ic /* same as pk_ic for baryon+CDM part only */ - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int index_k; - int last_index; - int index_ic1,index_ic2,index_ic1_ic2; - - double * spectrum_at_z = NULL; - double * spectrum_at_z_ic = NULL; - double * spline; - double * pk_primordial_k = NULL; - double kmin; - double * pk_primordial_kmin = NULL; - - double * spectrum_cb_at_z = NULL; - double * spectrum_cb_at_z_ic = NULL; - double * spline_cb = NULL; - - index_md = psp->index_md_scalars; - - /** - first step: check that k is in valid range [0:kmax] (the test for z will be done when calling spectra_pk_at_z()) */ - - class_test((k < 0.) || (k > exp(psp->ln_k[psp->ln_k_size-1])), - psp->error_message, - "k=%e out of bounds [%e:%e]",k,0.,exp(psp->ln_k[psp->ln_k_size-1])); - - /** - deal with case 0 <= k < kmin */ - - if (k < exp(psp->ln_k[0])) { - - /** - --> (a) subcase k=0: then P(k)=0 */ - - if (k == 0.) { - if (psp->ic_size[index_md] == 1) { - *pk_tot=0.; - if (pba->has_ncdm) *pk_cb_tot=0.; - } - else { - for (index_ic1_ic2 = 0; index_ic1_ic2 < psp->ic_ic_size[index_md]; index_ic1_ic2++) { - pk_ic[index_ic1_ic2] = 0.; - if (pba->has_ncdm) pk_cb_ic[index_ic1_ic2] = 0.; - } - } - } - - /** - --> (b) subcase 0ln_k_size*sizeof(double), - psp->error_message); - class_alloc(spectrum_cb_at_z, - psp->ln_k_size*sizeof(double), - psp->error_message); - if (psp->ic_size[index_md] > 1) { - class_alloc(spectrum_at_z_ic, - sizeof(double)*psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message); - - class_alloc(spectrum_cb_at_z_ic, - sizeof(double)*psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message); - - } - class_call(spectra_pk_at_z(pba, - psp, - linear, - z, - spectrum_at_z, - spectrum_at_z_ic, - spectrum_cb_at_z, - spectrum_cb_at_z_ic), - psp->error_message, - psp->error_message); - - /* compute P_primordial(k) */ - class_alloc(pk_primordial_k, - sizeof(double)*psp->ic_ic_size[index_md], - psp->error_message); - class_call(primordial_spectrum_at_k(ppm, - index_md, - linear, - k, - pk_primordial_k), - ppm->error_message,psp->error_message); - - /* compute P_primordial(kmin) */ - kmin = exp(psp->ln_k[0]); - class_alloc(pk_primordial_kmin, - sizeof(double)*psp->ic_ic_size[index_md], - psp->error_message); - class_call(primordial_spectrum_at_k(ppm, - index_md, - linear, - kmin, - pk_primordial_kmin), - ppm->error_message, - psp->error_message); - - /* apply above analytic approximation for P(k) */ - index_k=0; - if (psp->ic_size[index_md] == 1) { - index_ic1_ic2 = 0; - *pk_tot = spectrum_at_z[index_k] - *k*pk_primordial_k[index_ic1_ic2] - /kmin/pk_primordial_kmin[index_ic1_ic2]; - if (pba->has_ncdm){ - *pk_cb_tot = spectrum_cb_at_z[index_k] - *k*pk_primordial_k[index_ic1_ic2] - /kmin/pk_primordial_kmin[index_ic1_ic2]; - } - } - else { - for (index_ic1_ic2 = 0; index_ic1_ic2 < psp->ic_ic_size[index_md]; index_ic1_ic2++) { - pk_ic[index_ic1_ic2] = spectrum_at_z_ic[index_ic1_ic2] - *k*pk_primordial_k[index_ic1_ic2] - /kmin/pk_primordial_kmin[index_ic1_ic2]; - if (pba->has_ncdm){ - pk_cb_ic[index_ic1_ic2] = spectrum_cb_at_z_ic[index_ic1_ic2] - *k*pk_primordial_k[index_ic1_ic2] - /kmin/pk_primordial_kmin[index_ic1_ic2]; - } - } - } - - free(spectrum_at_z); - free(spectrum_cb_at_z); - if (psp->ic_size[index_md] > 1){ - free(spectrum_at_z_ic); - free(spectrum_cb_at_z_ic); - } - free(pk_primordial_k); - free(pk_primordial_kmin); - - } - } - - /** - deal with case kmin <= k <= kmax */ - - else { - - /* compute P(k,z) (in logarithmic format for more accurate interpolation) */ - class_alloc(spectrum_at_z, - psp->ln_k_size*sizeof(double), - psp->error_message); - class_alloc(spectrum_cb_at_z, - psp->ln_k_size*sizeof(double), - psp->error_message); - if (psp->ic_size[index_md] > 1) { - class_alloc(spectrum_at_z_ic, - sizeof(double)*psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message); - class_alloc(spectrum_cb_at_z_ic, - sizeof(double)*psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message); - } - class_call(spectra_pk_at_z(pba, - psp, - logarithmic, - z, - spectrum_at_z, - spectrum_at_z_ic, - spectrum_cb_at_z, - spectrum_cb_at_z_ic), - psp->error_message, - psp->error_message); - - /* get its second derivatives with spline, then interpolate, then convert to linear format */ - - class_alloc(spline, - sizeof(double)*psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message); - - if(pba->has_ncdm) - class_alloc(spline_cb, - sizeof(double)*psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message); - - if (psp->ic_size[index_md] == 1) { - - class_call(array_spline_table_lines(psp->ln_k, - psp->ln_k_size, - spectrum_at_z, - 1, - spline, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_interpolate_spline(psp->ln_k, - psp->ln_k_size, - spectrum_at_z, - spline, - 1, - log(k), - &last_index, - pk_tot, - 1, - psp->error_message), - psp->error_message, - psp->error_message); - - *pk_tot = exp(*pk_tot); - - if(pba->has_ncdm){ - class_call(array_spline_table_lines(psp->ln_k, - psp->ln_k_size, - spectrum_cb_at_z, - 1, - spline_cb, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_interpolate_spline(psp->ln_k, - psp->ln_k_size, - spectrum_cb_at_z, - spline_cb, - 1, - log(k), - &last_index, - pk_cb_tot, - 1, - psp->error_message), - psp->error_message, - psp->error_message); - - *pk_cb_tot = exp(*pk_cb_tot); - } - - } - else { - - class_call(array_spline_table_lines(psp->ln_k, - psp->ln_k_size, - spectrum_at_z_ic, - psp->ic_ic_size[index_md], - spline, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_interpolate_spline(psp->ln_k, - psp->ln_k_size, - spectrum_at_z_ic, - spline, - psp->ic_ic_size[index_md], - log(k), - &last_index, - pk_ic, - psp->ic_ic_size[index_md], - psp->error_message), - psp->error_message, - psp->error_message); - - if(pba->has_ncdm){ - class_call(array_spline_table_lines(psp->ln_k, - psp->ln_k_size, - spectrum_cb_at_z_ic, - psp->ic_ic_size[index_md], - spline_cb, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_interpolate_spline(psp->ln_k, - psp->ln_k_size, - spectrum_cb_at_z_ic, - spline_cb, - psp->ic_ic_size[index_md], - log(k), - &last_index, - pk_cb_ic, - psp->ic_ic_size[index_md], - psp->error_message), - psp->error_message, - psp->error_message); - } - - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md]); - pk_ic[index_ic1_ic2] = exp(pk_ic[index_ic1_ic2]); - if(pba->has_ncdm) pk_cb_ic[index_ic1_ic2] = exp(pk_cb_ic[index_ic1_ic2]); - } - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1+1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - pk_ic[index_ic1_ic2] = pk_ic[index_ic1_ic2]* - sqrt(pk_ic[index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md])]* - pk_ic[index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md])]); - if(pba->has_ncdm){ - pk_cb_ic[index_ic1_ic2] = pk_cb_ic[index_ic1_ic2]* - sqrt(pk_cb_ic[index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md])]* - pk_cb_ic[index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md])]); - } - } - else { - pk_ic[index_ic1_ic2] = 0.; - if (pba->has_ncdm) pk_cb_ic[index_ic1_ic2] = 0.; - } - } - } - free(spectrum_at_z_ic); - free(spectrum_cb_at_z_ic); - } - - free(spectrum_at_z); - free(spectrum_cb_at_z); - free(spline); - if(pba->has_ncdm) free(spline_cb); - } - - /** - last step: if more than one condition, sum over pk_ic to get pk_tot, and set back coefficients of non-correlated pairs to exactly zero. */ - - if (psp->ic_size[index_md] > 1) { - - *pk_tot = 0.; - - if (pba->has_ncdm) *pk_cb_tot = 0.; - - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - - if (index_ic1 == index_ic2){ - *pk_tot += pk_ic[index_ic1_ic2]; - if(pba->has_ncdm) *pk_cb_tot += pk_cb_ic[index_ic1_ic2]; - } - else{ - *pk_tot += 2.*pk_ic[index_ic1_ic2]; - if(pba->has_ncdm) *pk_cb_tot += 2.*pk_cb_ic[index_ic1_ic2]; - } - } - else { - pk_ic[index_ic1_ic2] = 0.; - if(pba->has_ncdm) pk_cb_ic[index_ic1_ic2] = 0.; - } - } - } - - class_test(*pk_tot <= 0., - psp->error_message, - "for k=%e, the matrix of initial condition amplitudes was not positive definite, hence P(k)_total results negative",k); - if(pba->has_ncdm){ - class_test(*pk_cb_tot <= 0., - psp->error_message, - "for k=%e, the matrix of initial condition amplitudes was not positive definite, hence P(k)_cb_total results negative",k); - } - } - - return _SUCCESS_; - -} - -/** - * Non-linear total matter power spectrum for arbitrary redshift. - * - * This routine evaluates the non-linear matter power spectrum at a given value of z by - * interpolating in the pre-computed table (if several values of z have been stored) - * or by directly reading it (if it only contains values at z=0 and we want P(k,z=0)) - * - * - * Can be called in two modes: linear or logarithmic. - * - * - linear: returns P(k) (units: Mpc^3) - * - * - logarithmic: returns ln(P(k)) - * - * This function can be - * called from whatever module at whatever time, provided that - * spectra_init() has been called before, and spectra_free() has not - * been called yet. - * - * @param pba Input: pointer to background structure (used for converting z into tau) - * @param psp Input: pointer to spectra structure (containing pre-computed table) - * @param mode Input: linear or logarithmic - * @param z Input: redshift - * @param output_tot Output: total matter power spectrum P(k) in \f$ Mpc^3\f$ (linear mode), or its logarithms (logarithmic mode) - * @param output_cb_tot Output: b+CDM power spectrum P(k) in \f$ Mpc^3\f$ (linear mode), or its logarithms (logarithmic mode) - * @return the error status - */ - -int spectra_pk_nl_at_z( - struct background * pba, - struct spectra * psp, - enum linear_or_logarithmic mode, - double z, - double * output_tot, /* array with argument output_tot[index_k] (must be already allocated) */ - double * output_cb_tot /* same as output_tot for baryon+CDM only */ - ) { - - /** Summary: */ - - /** - define local variables */ - - int last_index; - int index_k; - double tau,ln_tau; - - /** - first step: convert z into ln(tau) */ - - class_call(background_tau_of_z(pba,z,&tau), - pba->error_message, - psp->error_message); - - class_test(tau <= 0., - psp->error_message, - "negative or null value of conformal time: cannot interpolate"); - - ln_tau = log(tau); - - /** - second step: for both modes (linear or logarithmic), store the spectrum in logarithmic format in the output array(s) */ - - /** - --> (a) if only values at tau=tau_today are stored and we want P(k,z=0), no need to interpolate */ - - if (psp->ln_tau_size == 1) { - - class_test(z != 0., - psp->error_message, - "asked z=%e but only P(k,z=0) has been tabulated",z); - - for (index_k=0; index_kln_k_size; index_k++) { - output_tot[index_k] = psp->ln_pk_nl[index_k]; - if (pba->has_ncdm) output_cb_tot[index_k] = psp->ln_pk_cb_nl[index_k]; - } - } - - /** - --> (b) if several values of tau have been stored, use interpolation routine to get spectra at correct redshift */ - - else { - - class_test(ln_tau < psp->ln_tau[0], - "This should never happen", - psp->error_message, - psp->error_message); - - if (ln_tau < psp->ln_tau_nl[0]) { - - class_call(array_interpolate_spline(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk_l, - psp->ddln_pk_l, - psp->ln_k_size, - ln_tau, - &last_index, - output_tot, - psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - } - else { - - class_call(array_interpolate_spline(psp->ln_tau_nl, - psp->ln_tau_nl_size, - psp->ln_pk_nl, - psp->ddln_pk_nl, - psp->ln_k_size, - ln_tau, - &last_index, - output_tot, - psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - } - if(pba->has_ncdm){ - if(ln_tau < psp->ln_tau_nl[0]){ - class_call(array_interpolate_spline(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk_cb_l, - psp->ddln_pk_cb_l, - psp->ln_k_size, - ln_tau, - &last_index, - output_cb_tot, - psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - - } - else{ - class_call(array_interpolate_spline(psp->ln_tau_nl, - psp->ln_tau_nl_size, - psp->ln_pk_cb_nl, - psp->ddln_pk_cb_nl, - psp->ln_k_size, - ln_tau, - &last_index, - output_cb_tot, - psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - - } - } - - } - - /** - fourth step: eventually convert to linear format */ - - if (mode == linear) { - for (index_k=0; index_kln_k_size; index_k++) { - output_tot[index_k] = exp(output_tot[index_k]); - if(pba->has_ncdm) output_cb_tot[index_k] = exp(output_cb_tot[index_k]); - } - } - - return _SUCCESS_; - -} - -/** - * Non-linear total matter power spectrum for arbitrary wavenumber and redshift. - * - * This routine evaluates the matter power spectrum at a given value of k and z by - * interpolating in a table of all P(k)'s computed at this z by spectra_pk_nl_at_z() (when kmin <= k <= kmax), - * or eventually by using directly the primordial spectrum (when 0 <= k < kmin): - * the latter case is an approximation, valid when kmin << comoving Hubble scale today. - * Returns zero when k=0. Returns an error when k<0 or k > kmax. - * - * This function can be - * called from whatever module at whatever time, provided that - * spectra_init() has been called before, and spectra_free() has not - * been called yet. - * - * @param pba Input: pointer to background structure (used for converting z into tau) - * @param ppm Input: pointer to primordial structure (used only in the case 0 < k < kmin) - * @param psp Input: pointer to spectra structure (containing pre-computed table) - * @param k Input: wavenumber in 1/Mpc - * @param z Input: redshift - * @param pk_tot Output: total matter power spectrum P(k) in \f$ Mpc^3\f$ - * @param pk_cb_tot Output: b+CDM power spectrum P(k) in \f$ Mpc^3\f$ - * @return the error status - */ - -int spectra_pk_nl_at_k_and_z( - struct background * pba, - struct primordial * ppm, - struct spectra * psp, - double k, - double z, - double * pk_tot, /* pointer to a single number (must be already allocated) */ - double * pk_cb_tot /* same as pk_tot for baryon+CDM only */ - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int last_index; - - double * spectrum_at_z = NULL; - double * spline; - - double * spectrum_cb_at_z = NULL; - double * spline_cb = NULL; - - index_md = psp->index_md_scalars; - - /** - check that k is in valid range [0:kmax] (the test for z will be done when calling spectra_pk_at_z()) */ - - class_test((k < exp(psp->ln_k[0])) || (k > exp(psp->ln_k[psp->ln_k_size-1])), - psp->error_message, - "k=%e out of bounds [%e:%e]",k,0.,exp(psp->ln_k[psp->ln_k_size-1])); - - /** - compute P(k,z) (in logarithmic format for more accurate interpolation) */ - class_alloc(spectrum_at_z, - psp->ln_k_size*sizeof(double), - psp->error_message); - - class_alloc(spectrum_cb_at_z, - psp->ln_k_size*sizeof(double), - psp->error_message); - - class_call(spectra_pk_nl_at_z(pba, - psp, - logarithmic, - z, - spectrum_at_z, - spectrum_cb_at_z), - psp->error_message, - psp->error_message); - - /** - get its second derivatives with spline, then interpolate, then convert to linear format */ - - class_alloc(spline, - sizeof(double)*psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message); - - if(pba->has_ncdm){ - class_alloc(spline_cb, - sizeof(double)*psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->error_message); - } - - class_call(array_spline_table_lines(psp->ln_k, - psp->ln_k_size, - spectrum_at_z, - 1, - spline, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_interpolate_spline(psp->ln_k, - psp->ln_k_size, - spectrum_at_z, - spline, - 1, - log(k), - &last_index, - pk_tot, - 1, - psp->error_message), - psp->error_message, - psp->error_message); - - *pk_tot = exp(*pk_tot); - - if(pba->has_ncdm){ - - class_call(array_spline_table_lines(psp->ln_k, - psp->ln_k_size, - spectrum_cb_at_z, - 1, - spline_cb, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_interpolate_spline(psp->ln_k, - psp->ln_k_size, - spectrum_cb_at_z, - spline_cb, - 1, - log(k), - &last_index, - pk_cb_tot, - 1, - psp->error_message), - psp->error_message, - psp->error_message); - - *pk_cb_tot = exp(*pk_cb_tot); - - } - - free(spectrum_at_z); - free(spectrum_cb_at_z); - free(spline); - if(pba->has_ncdm) free(spline_cb); - - return _SUCCESS_; - -} - - -/** - * Matter transfer functions \f$ T_i(k) \f$ for arbitrary redshift and for all - * initial conditions. - * - * This routine evaluates the matter transfer functions at a given value of z by - * interpolating in the pre-computed table (if several values of z have been stored) - * or by directly reading it (if it only contains values at z=0 and we want \f$ T_i(k,z=0)\f$) - * - * - * This function can be - * called from whatever module at whatever time, provided that - * spectra_init() has been called before, and spectra_free() has not - * been called yet. - * - * @param pba Input: pointer to background structure (used for converting z into tau) - * @param psp Input: pointer to spectra structure (containing pre-computed table) - * @param z Input: redshift - * @param output Output: matter transfer functions - * @return the error status - */ - -int spectra_tk_at_z( - struct background * pba, - struct spectra * psp, - double z, - double * output /* array with argument output[(index_k*psp->ic_size[index_md]+index_ic)*psp->tr_size+index_tr] (must be already allocated) */ - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int last_index; - int index_k; - int index_tr; - double tau,ln_tau; - int index_ic; - - index_md = psp->index_md_scalars; - - /** - first step: convert z into ln(tau) */ - - class_call(background_tau_of_z(pba,z,&tau), - pba->error_message, - psp->error_message); - - class_test(tau <= 0., - psp->error_message, - "negative or null value of conformal time: cannot interpolate"); - - ln_tau = log(tau); - - /** - second step: store the matter transfer functions in the output array */ - - /** - --> (a) if only values at tau=tau_today are stored and we want \f$ T_i(k,z=0)\f$, no need to interpolate */ - - if (psp->ln_tau_size == 1) { - - class_test(z != 0., - psp->error_message, - "asked z=%e but only T_i(k,z=0) has been tabulated",z); - - for (index_k=0; index_kln_k_size; index_k++) - for (index_tr=0; index_trtr_size; index_tr++) - for (index_ic = 0; index_ic < psp->ic_size[index_md]; index_ic++) - output[(index_k*psp->ic_size[index_md]+index_ic)*psp->tr_size+index_tr] - = psp->matter_transfer[(index_k*psp->ic_size[index_md]+index_ic)*psp->tr_size+index_tr]; - - } - - /** - --> (b) if several values of tau have been stored, use interpolation routine to get spectra at correct redshift */ - - else { - - class_call(array_interpolate_spline(psp->ln_tau, - psp->ln_tau_size, - psp->matter_transfer, - psp->ddmatter_transfer, - psp->ic_size[index_md]*psp->tr_size*psp->ln_k_size, - ln_tau, - &last_index, - output, - psp->ic_size[index_md]*psp->tr_size*psp->ln_k_size, - psp->error_message), - psp->error_message, - psp->error_message); - - } - - return _SUCCESS_; - -} - -/** - * Matter transfer functions \f$ T_i(k)\f$ for arbitrary wavenumber, redshift - * and initial condition. - * - * This routine evaluates the matter transfer functions at a given - * value of k and z by interpolating in a table of all \f$ T_i(k,z)\f$'s - * computed at this z by spectra_tk_at_z() (when kmin <= k <= kmax). - * Returns an error when k kmax. - * - * This function can be called from whatever module at whatever time, - * provided that spectra_init() has been called before, and - * spectra_free() has not been called yet. - * - * @param pba Input: pointer to background structure (used for converting z into tau) - * @param psp Input: pointer to spectra structure (containing pre-computed table) - * @param k Input: wavenumber in 1/Mpc - * @param z Input: redshift - * @param output Output: matter transfer functions - * @return the error status - */ - -int spectra_tk_at_k_and_z( - struct background * pba, - struct spectra * psp, - double k, - double z, - double * output /* array with argument output[index_ic*psp->tr_size+index_tr] (must be already allocated) */ - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int last_index; - double * tks_at_z; - double * ddtks_at_z; - - index_md = psp->index_md_scalars; - - /** - check that k is in valid range [0:kmax] (the test for z will be done when calling spectra_tk_at_z()) */ - - class_test((k < 0.) || (k > exp(psp->ln_k[psp->ln_k_size-1])), - psp->error_message, - "k=%e out of bounds [%e:%e]",k,0.,exp(psp->ln_k[psp->ln_k_size-1])); - - /** - compute T_i(k,z) */ - - class_alloc(tks_at_z, - psp->ln_k_size*psp->tr_size*psp->ic_size[index_md]*sizeof(double), - psp->error_message); - - class_call(spectra_tk_at_z(pba, - psp, - z, - tks_at_z), - psp->error_message, - psp->error_message); - - /** - get its second derivatives w.r.t. k with spline, then interpolate */ - - class_alloc(ddtks_at_z, - psp->ln_k_size*psp->tr_size*psp->ic_size[index_md]*sizeof(double), - psp->error_message); - - class_call(array_spline_table_lines(psp->ln_k, - psp->ln_k_size, - tks_at_z, - psp->tr_size*psp->ic_size[index_md], - ddtks_at_z, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_interpolate_spline(psp->ln_k, - psp->ln_k_size, - tks_at_z, - ddtks_at_z, - psp->tr_size*psp->ic_size[index_md], - log(k), - &last_index, - output, - psp->tr_size*psp->ic_size[index_md], - psp->error_message), - psp->error_message, - psp->error_message); - - free(tks_at_z); - free(ddtks_at_z); - - return _SUCCESS_; - -} - -/** - * This routine initializes the spectra structure (in particular, - * computes table of anisotropy and Fourier spectra \f$ C_l^{X}, P(k), ... \f$) - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure (will provide H, Omega_m at redshift of interest) - * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfer structure - * @param ppm Input: pointer to primordial structure - * @param pnl Input: pointer to nonlinear structure - * @param psp Output: pointer to initialized spectra structure - * @return the error status - */ - -int spectra_init( - struct precision * ppr, - struct background * pba, - struct perturbs * ppt, - struct primordial * ppm, - struct nonlinear *pnl, - struct transfers * ptr, - struct spectra * psp - ) { - - /** Summary: */ - - double TT_II,TT_RI,TT_RR; - int l1,l2; - - /** - check that we really want to compute at least one spectrum */ - - if ((ppt->has_cls == _FALSE_) && - (ppt->has_pk_matter == _FALSE_) && - (ppt->has_density_transfers == _FALSE_) && - (ppt->has_velocity_transfers == _FALSE_)) { - psp->md_size = 0; - if (psp->spectra_verbose > 0) - printf("No spectra requested. Spectra module skipped.\n"); - return _SUCCESS_; - } - else { - if (psp->spectra_verbose > 0) - printf("Computing unlensed linear spectra\n"); - } - - /** - initialize indices and allocate some of the arrays in the - spectra structure */ - - class_call(spectra_indices(pba,ppt,ptr,ppm,psp), - psp->error_message, - psp->error_message); - - /** - deal with \f$ C_l\f$'s, if any */ - - if (ppt->has_cls == _TRUE_) { - - class_call(spectra_cls(pba,ppt,ptr,ppm,psp), - psp->error_message, - psp->error_message); - - } - else { - psp->ct_size=0; - } - - /** - deal with \f$ P(k,\tau)\f$ and \f$ T_i(k,\tau)\f$ */ - - if ((ppt->has_pk_matter == _TRUE_) || (ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_)) { - - class_call(spectra_k_and_tau(pba,ppt,pnl,psp), - psp->error_message, - psp->error_message); - - if (ppt->has_pk_matter == _TRUE_) { - - class_call(spectra_pk(pba,ppt,ppm,pnl,psp), - psp->error_message, - psp->error_message); - - } - else { - psp->ln_pk=NULL; - psp->ln_pk_cb=NULL; - } - - if ((ppt->has_density_transfers == _TRUE_) || (ppt->has_velocity_transfers == _TRUE_)) { - - class_call(spectra_matter_transfers(pba,ppt,psp), - psp->error_message, - psp->error_message); - } - else { - psp->matter_transfer=NULL; - } - - } - else { - psp->ln_k_size=0; - } - - /* if there is one isocurvature mode, compute and store in the psp - structure the isocurvature contribution to some bandpowers in - different ranges of l, and the contribution to the primordial - spectrum at different wavenumbers (used in the Planck - analysis) */ - - if ((ppt->has_scalars == _TRUE_) && (ppt->has_cls == _TRUE_) && (ppt->ic_size[ppt->index_md_scalars] == 2)) { - - l1=2; - l2=20; - - class_call(spectra_bandpower(psp,l1,l2,&TT_II,&TT_RI,&TT_RR), - psp->error_message, - psp->error_message); - - class_test(TT_II+TT_RI+TT_RR==0., - psp->error_message, - "should never happen"); - - psp->alpha_II_2_20=TT_II/(TT_II+TT_RI+TT_RR); - psp->alpha_RI_2_20=TT_RI/(TT_II+TT_RI+TT_RR); - psp->alpha_RR_2_20=TT_RR/(TT_II+TT_RI+TT_RR); - - l1=21; - l2=200; - - class_call(spectra_bandpower(psp,l1,l2,&TT_II,&TT_RI,&TT_RR), - psp->error_message, - psp->error_message); - - class_test(TT_II+TT_RI+TT_RR==0., - psp->error_message, - "should never happen"); - - psp->alpha_II_21_200=TT_II/(TT_II+TT_RI+TT_RR); - psp->alpha_RI_21_200=TT_RI/(TT_II+TT_RI+TT_RR); - psp->alpha_RR_21_200=TT_RR/(TT_II+TT_RI+TT_RR); - - l1=201; - l2=2500; - - class_call(spectra_bandpower(psp,l1,l2,&TT_II,&TT_RI,&TT_RR), - psp->error_message, - psp->error_message); - - class_test(TT_II+TT_RI+TT_RR==0., - psp->error_message, - "should never happen"); - - psp->alpha_II_201_2500=TT_II/(TT_II+TT_RI+TT_RR); - psp->alpha_RI_201_2500=TT_RI/(TT_II+TT_RI+TT_RR); - psp->alpha_RR_201_2500=TT_RR/(TT_II+TT_RI+TT_RR); - - l1=2; - l2=2500; - - class_call(spectra_bandpower(psp,l1,l2,&TT_II,&TT_RI,&TT_RR), - psp->error_message, - psp->error_message); - - class_test(TT_II+TT_RI+TT_RR==0., - psp->error_message, - "should never happen"); - - psp->alpha_II_2_2500=TT_II/(TT_II+TT_RI+TT_RR); - psp->alpha_RI_2_2500=TT_RI/(TT_II+TT_RI+TT_RR); - psp->alpha_RR_2_2500=TT_RR/(TT_II+TT_RI+TT_RR); - - if (ppt->has_cdi==_TRUE_) { - - psp->alpha_kp=ppm->f_cdi*ppm->f_cdi - /(1.+ppm->f_cdi*ppm->f_cdi); - - psp->alpha_k1=ppm->f_cdi*ppm->f_cdi*exp((ppm->n_cdi-ppm->n_s)*log(0.002/ppm->k_pivot)) - /(1.+ppm->f_cdi*ppm->f_cdi*exp((ppm->n_cdi-ppm->n_s)*log(0.002/ppm->k_pivot))); - - psp->alpha_k2=ppm->f_cdi*ppm->f_cdi*exp((ppm->n_cdi-ppm->n_s)*log(0.1/ppm->k_pivot)) - /(1.+ppm->f_cdi*ppm->f_cdi*exp((ppm->n_cdi-ppm->n_s)*log(0.1/ppm->k_pivot))); - } - - if (ppt->has_nid==_TRUE_) { - - psp->alpha_kp=ppm->f_nid*ppm->f_nid - /(1.+ppm->f_nid*ppm->f_nid); - - psp->alpha_k1=ppm->f_nid*ppm->f_nid*exp((ppm->n_nid-ppm->n_s)*log(0.002/ppm->k_pivot)) - /(1.+ppm->f_nid*ppm->f_nid*exp((ppm->n_nid-ppm->n_s)*log(0.002/ppm->k_pivot))); - - psp->alpha_k2=ppm->f_nid*ppm->f_nid*exp((ppm->n_nid-ppm->n_s)*log(0.1/ppm->k_pivot)) - /(1.+ppm->f_nid*ppm->f_nid*exp((ppm->n_nid-ppm->n_s)*log(0.1/ppm->k_pivot))); - } - - if (ppt->has_niv==_TRUE_) { - - psp->alpha_kp=ppm->f_niv*ppm->f_niv - /(1.+ppm->f_niv*ppm->f_niv); - - psp->alpha_k1=ppm->f_niv*ppm->f_niv*exp((ppm->n_niv-ppm->n_s)*log(0.002/ppm->k_pivot)) - /(1.+ppm->f_niv*ppm->f_niv*exp((ppm->n_niv-ppm->n_s)*log(0.002/ppm->k_pivot))); - - psp->alpha_k2=ppm->f_niv*ppm->f_niv*exp((ppm->n_niv-ppm->n_s)*log(0.1/ppm->k_pivot)) - /(1.+ppm->f_niv*ppm->f_niv*exp((ppm->n_niv-ppm->n_s)*log(0.1/ppm->k_pivot))); - } - } - - return _SUCCESS_; -} - -/** - * This routine frees all the memory space allocated by spectra_init(). - * - * To be called at the end of each run, only when no further calls to - * spectra_cls_at_l(), spectra_pk_at_z(), spectra_pk_at_k_and_z() are needed. - * - * @param psp Input: pointer to spectra structure (which fields must be freed) - * @return the error status - */ - -int spectra_free( - struct spectra * psp - ) { - - int index_md; - - if (psp->md_size > 0) { - - if (psp->ct_size > 0) { - - for (index_md = 0; index_md < psp->md_size; index_md++) { - free(psp->l_max_ct[index_md]); - free(psp->cl[index_md]); - free(psp->ddcl[index_md]); - } - free(psp->l); - free(psp->l_size); - free(psp->l_max_ct); - free(psp->l_max); - free(psp->cl); - free(psp->ddcl); - } - - if (psp->ln_k_size > 0) { - - free(psp->ln_tau); - free(psp->ln_k); - - if (psp->ln_pk != NULL) { - - free(psp->ln_pk); - - if (psp->ln_tau_size > 1) { - free(psp->ddln_pk); - } - - free(psp->ln_pk_l); - - if (psp->ln_tau_size > 1) { - free(psp->ddln_pk_l); - } - - if (psp->ln_pk_nl != NULL) { - - free(psp->ln_tau_nl); - free(psp->ln_pk_nl); - - if (psp->ln_tau_nl_size > 1) { - free(psp->ddln_pk_nl); - } - } - - } - - if (psp->ln_pk_cb != NULL) { - - free(psp->ln_pk_cb); - - if (psp->ln_tau_size > 1) { - free(psp->ddln_pk_cb); - } - - free(psp->ln_pk_cb_l); - - if (psp->ln_tau_size > 1) { - free(psp->ddln_pk_cb_l); - } - - if (psp->ln_pk_cb_nl != NULL) { - - free(psp->ln_pk_cb_nl); - - if (psp->ln_tau_nl_size > 1) { - free(psp->ddln_pk_cb_nl); - } - } - - } - - if (psp->matter_transfer != NULL) { - - free(psp->matter_transfer); - if (psp->ln_tau_size > 1) { - free(psp->ddmatter_transfer); - } - } - } - } - - for (index_md=0; index_md < psp->md_size; index_md++) - free(psp->is_non_zero[index_md]); - free(psp->is_non_zero); - free(psp->ic_size); - free(psp->ic_ic_size); - - return _SUCCESS_; - -} - -/** - * This routine defines indices and allocates tables in the spectra structure - * - * @param pba Input: pointer to background structure - * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure - * @param ppm Input: pointer to primordial structure - * @param psp Input/output: pointer to spectra structure - * @return the error status - */ - -int spectra_indices( - struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp - ){ - - int index_ct; - int index_md; - int index_ic1_ic2; - int index_tr; - - psp->md_size = ppt->md_size; - if (ppt->has_scalars == _TRUE_) - psp->index_md_scalars = ppt->index_md_scalars; - - class_alloc(psp->ic_size, - sizeof(int)*psp->md_size, - psp->error_message); - - class_alloc(psp->ic_ic_size, - sizeof(int)*psp->md_size, - psp->error_message); - - class_alloc(psp->is_non_zero, - sizeof(short *)*psp->md_size, - psp->error_message); - - for (index_md=0; index_md < psp->md_size; index_md++) { - psp->ic_size[index_md] = ppm->ic_size[index_md]; - psp->ic_ic_size[index_md] = ppm->ic_ic_size[index_md]; - class_alloc(psp->is_non_zero[index_md], - sizeof(short)*psp->ic_ic_size[index_md], - psp->error_message); - for (index_ic1_ic2=0; index_ic1_ic2 < psp->ic_ic_size[index_md]; index_ic1_ic2++) - psp->is_non_zero[index_md][index_ic1_ic2] = ppm->is_non_zero[index_md][index_ic1_ic2]; - } - - if (ppt->has_cls == _TRUE_) { - - /* types of C_l's relevant for both scalars and tensors: TT, EE, TE */ - - index_ct=0; - - if (ppt->has_cl_cmb_temperature == _TRUE_) { - psp->has_tt = _TRUE_; - psp->index_ct_tt=index_ct; - index_ct++; - } - else { - psp->has_tt = _FALSE_; - } - - if (ppt->has_cl_cmb_polarization == _TRUE_) { - psp->has_ee = _TRUE_; - psp->index_ct_ee=index_ct; - index_ct++; - } - else { - psp->has_ee = _FALSE_; - } - - if ((ppt->has_cl_cmb_temperature == _TRUE_) && - (ppt->has_cl_cmb_polarization == _TRUE_)) { - psp->has_te = _TRUE_; - psp->index_ct_te=index_ct; - index_ct++; - } - else { - psp->has_te = _FALSE_; - } - - if (ppt->has_cl_cmb_polarization == _TRUE_) { - psp->has_bb = _TRUE_; - psp->index_ct_bb=index_ct; - index_ct++; - } - else { - psp->has_bb = _FALSE_; - } - - /* types of C_l's relevant only for scalars: phi-phi, T-phi, E-phi, d-d, T-d */ - - if ((ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_pp = _TRUE_; - psp->index_ct_pp=index_ct; - index_ct++; - } - else { - psp->has_pp = _FALSE_; - } - - if ((ppt->has_cl_cmb_temperature == _TRUE_) && (ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_tp = _TRUE_; - psp->index_ct_tp=index_ct; - index_ct++; - } - else { - psp->has_tp = _FALSE_; - } - - psp->ct_size = index_ct; - - if ((ppt->has_cl_cmb_polarization == _TRUE_) && (ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_ep = _TRUE_; - psp->index_ct_ep=index_ct; - index_ct++; - } - else { - psp->has_ep = _FALSE_; - } - - if ((ppt->has_scalars == _TRUE_) && - ((ppt->has_cl_number_count == _TRUE_) || (ppt->has_cl_lensing_potential == _TRUE_))) - psp->d_size=ppt->selection_num; - else - psp->d_size=0; - - if ((ppt->has_cl_number_count == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_dd = _TRUE_; - psp->index_ct_dd=index_ct; - index_ct+=(psp->d_size*(psp->d_size+1)-(psp->d_size-psp->non_diag)*(psp->d_size-1-psp->non_diag))/2; - } - else { - psp->has_dd = _FALSE_; - } - - /* the computation of C_l^Td would require a very good sampling of - transfer functions over a wide range, and a huge computation - time. In the current version, we prefer to switch it off, rather - than either slowing down the code considerably, or producing - very inaccurate spectra. - - if ((ppt->has_cl_cmb_temperature == _TRUE_) && (ppt->has_cl_number_count == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_td = _TRUE_; - psp->index_ct_td=index_ct; - index_ct+=psp->d_size; - } - else { - psp->has_td = _FALSE_; - } - */ - psp->has_td = _FALSE_; - - if ((ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->has_cl_number_count == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_pd = _TRUE_; - psp->index_ct_pd=index_ct; - index_ct+=psp->d_size; - } - else { - psp->has_pd = _FALSE_; - } - - psp->has_td = _FALSE_; - - if ((ppt->has_cl_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_ll = _TRUE_; - psp->index_ct_ll=index_ct; - index_ct+=(psp->d_size*(psp->d_size+1)-(psp->d_size-psp->non_diag)*(psp->d_size-1-psp->non_diag))/2; - } - else { - psp->has_ll = _FALSE_; - } - - /* the computation of C_l^Tl would require a very good sampling of - transfer functions over a wide range, and a huge computation - time. In the current version, we prefer to switch it off, rather - than either slowing down the code considerably, or producing - very inaccurate spectra. - - if ((ppt->has_cl_cmb_temperature == _TRUE_) && (ppt->has_cl_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_tl = _TRUE_; - psp->index_ct_tl=index_ct; - index_ct+=psp->d_size; - } - else { - psp->has_tl = _FALSE_; - } - */ - psp->has_tl = _FALSE_; - - if ((ppt->has_cl_number_count == _TRUE_) && (ppt->has_cl_lensing_potential == _TRUE_) && (ppt->has_scalars == _TRUE_)) { - psp->has_dl = _TRUE_; - psp->index_ct_dl=index_ct; - index_ct += psp->d_size*psp->d_size - (psp->d_size-psp->non_diag)*(psp->d_size-1-psp->non_diag); - } - else { - psp->has_dl = _FALSE_; - } - - psp->ct_size = index_ct; - - /* infer from input quantities the l_max for each mode and type, - l_max_ct[index_md][index_type]. Maximize it over index_ct, and - then over index_md. */ - - class_alloc(psp->l_max,sizeof(int*)*psp->md_size,psp->error_message); - class_alloc(psp->l_max_ct,sizeof(int*)*psp->md_size,psp->error_message); - for (index_md=0; index_mdmd_size; index_md++) { - class_calloc(psp->l_max_ct[index_md],psp->ct_size,sizeof(int),psp->error_message); - } - - if (ppt->has_scalars == _TRUE_) { - - /* spectra computed up to l_scalar_max */ - - if (psp->has_tt == _TRUE_) psp->l_max_ct[ppt->index_md_scalars][psp->index_ct_tt] = ppt->l_scalar_max; - if (psp->has_ee == _TRUE_) psp->l_max_ct[ppt->index_md_scalars][psp->index_ct_ee] = ppt->l_scalar_max; - if (psp->has_te == _TRUE_) psp->l_max_ct[ppt->index_md_scalars][psp->index_ct_te] = ppt->l_scalar_max; - if (psp->has_pp == _TRUE_) psp->l_max_ct[ppt->index_md_scalars][psp->index_ct_pp] = ppt->l_scalar_max; - if (psp->has_tp == _TRUE_) psp->l_max_ct[ppt->index_md_scalars][psp->index_ct_tp] = ppt->l_scalar_max; - if (psp->has_ep == _TRUE_) psp->l_max_ct[ppt->index_md_scalars][psp->index_ct_ep] = ppt->l_scalar_max; - - /* spectra computed up to l_lss_max */ - - if (psp->has_dd == _TRUE_) - for (index_ct=psp->index_ct_dd; - index_ctindex_ct_dd+(psp->d_size*(psp->d_size+1)-(psp->d_size-psp->non_diag)*(psp->d_size-1-psp->non_diag))/2; - index_ct++) - psp->l_max_ct[ppt->index_md_scalars][index_ct] = ppt->l_lss_max; - - if (psp->has_td == _TRUE_) - for (index_ct=psp->index_ct_td; - index_ctindex_ct_td+psp->d_size; - index_ct++) - psp->l_max_ct[ppt->index_md_scalars][index_ct] = MIN(ppt->l_scalar_max,ppt->l_lss_max); - - if (psp->has_pd == _TRUE_) - for (index_ct=psp->index_ct_pd; - index_ctindex_ct_pd+psp->d_size; - index_ct++) - psp->l_max_ct[ppt->index_md_scalars][index_ct] = MIN(ppt->l_scalar_max,ppt->l_lss_max); - - if (psp->has_ll == _TRUE_) - for (index_ct=psp->index_ct_ll; - index_ctindex_ct_ll+(psp->d_size*(psp->d_size+1)-(psp->d_size-psp->non_diag)*(psp->d_size-1-psp->non_diag))/2; - index_ct++) - psp->l_max_ct[ppt->index_md_scalars][index_ct] = ppt->l_lss_max; - - if (psp->has_tl == _TRUE_) - for (index_ct=psp->index_ct_tl; - index_ctindex_ct_tl+psp->d_size; - index_ct++) - psp->l_max_ct[ppt->index_md_scalars][index_ct] = MIN(ppt->l_scalar_max,ppt->l_lss_max); - - if (psp->has_dl == _TRUE_) - for (index_ct=psp->index_ct_dl; - index_ct < psp->index_ct_dl+(psp->d_size*psp->d_size - (psp->d_size-psp->non_diag)*(psp->d_size-1-psp->non_diag)); - index_ct++) - psp->l_max_ct[ppt->index_md_scalars][index_ct] = ppt->l_lss_max; - - } - if (ppt->has_tensors == _TRUE_) { - - /* spectra computed up to l_tensor_max */ - - if (psp->has_tt == _TRUE_) psp->l_max_ct[ppt->index_md_tensors][psp->index_ct_tt] = ppt->l_tensor_max; - if (psp->has_ee == _TRUE_) psp->l_max_ct[ppt->index_md_tensors][psp->index_ct_ee] = ppt->l_tensor_max; - if (psp->has_te == _TRUE_) psp->l_max_ct[ppt->index_md_tensors][psp->index_ct_te] = ppt->l_tensor_max; - if (psp->has_bb == _TRUE_) psp->l_max_ct[ppt->index_md_tensors][psp->index_ct_bb] = ppt->l_tensor_max; - } - - /* maximizations */ - psp->l_max_tot = 0.; - for (index_md=0; index_md < psp->md_size; index_md++) { - psp->l_max[index_md] = 0.; - for (index_ct=0.; index_ctct_size; index_ct++) - psp->l_max[index_md] = MAX(psp->l_max[index_md],psp->l_max_ct[index_md][index_ct]); - psp->l_max_tot = MAX(psp->l_max_tot,psp->l_max[index_md]); - } - } - - /* indices for species associated with a matter transfer function in Fourier space */ - - index_tr=0; - class_define_index(psp->index_tr_delta_g,ppt->has_source_delta_g,index_tr,1); - class_define_index(psp->index_tr_delta_b,ppt->has_source_delta_b,index_tr,1); - class_define_index(psp->index_tr_delta_cdm,ppt->has_source_delta_cdm,index_tr,1); - class_define_index(psp->index_tr_delta_dcdm,ppt->has_source_delta_dcdm,index_tr,1); - class_define_index(psp->index_tr_delta_scf,ppt->has_source_delta_scf,index_tr,1); - class_define_index(psp->index_tr_delta_fld,ppt->has_source_delta_fld,index_tr,1); - class_define_index(psp->index_tr_delta_ur,ppt->has_source_delta_ur,index_tr,1); - class_define_index(psp->index_tr_delta_dr,ppt->has_source_delta_dr,index_tr,1); - class_define_index(psp->index_tr_delta_ncdm1,ppt->has_source_delta_ncdm,index_tr,pba->N_ncdm); - class_define_index(psp->index_tr_delta_tot,ppt->has_density_transfers,index_tr,1); - class_define_index(psp->index_tr_phi,ppt->has_source_phi,index_tr,1); - class_define_index(psp->index_tr_psi,ppt->has_source_psi,index_tr,1); - class_define_index(psp->index_tr_phi,ppt->has_source_phi_prime,index_tr,1); - class_define_index(psp->index_tr_h,ppt->has_source_h,index_tr,1); - class_define_index(psp->index_tr_h_prime,ppt->has_source_h_prime,index_tr,1); - class_define_index(psp->index_tr_eta,ppt->has_source_eta,index_tr,1); - class_define_index(psp->index_tr_eta_prime,ppt->has_source_eta_prime,index_tr,1); - - /* indices for species associated with a velocity transfer function in Fourier space */ - - class_define_index(psp->index_tr_theta_g,ppt->has_source_theta_g,index_tr,1); - class_define_index(psp->index_tr_theta_b,ppt->has_source_theta_b,index_tr,1); - class_define_index(psp->index_tr_theta_cdm,ppt->has_source_theta_cdm,index_tr,1); - class_define_index(psp->index_tr_theta_dcdm,ppt->has_source_theta_dcdm,index_tr,1); - class_define_index(psp->index_tr_theta_scf,ppt->has_source_theta_scf,index_tr,1); - class_define_index(psp->index_tr_theta_fld,ppt->has_source_theta_fld,index_tr,1); - class_define_index(psp->index_tr_theta_ur,ppt->has_source_theta_ur,index_tr,1); - class_define_index(psp->index_tr_theta_dr,ppt->has_source_theta_dr,index_tr,1); - class_define_index(psp->index_tr_theta_ncdm1,ppt->has_source_theta_ncdm,index_tr,pba->N_ncdm); - class_define_index(psp->index_tr_theta_tot,ppt->has_velocity_transfers,index_tr,1); - - psp->tr_size = index_tr; - - return _SUCCESS_; - -} - -/** - * This routine computes a table of values for all harmonic spectra \f$ C_l \f$'s, - * given the transfer functions and primordial spectra. - * - * @param pba Input: pointer to background structure - * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure - * @param ppm Input: pointer to primordial structure - * @param psp Input/Output: pointer to spectra structure - * @return the error status - */ - -int spectra_cls( - struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int index_ic1,index_ic2,index_ic1_ic2; - int index_l; - int index_ct; - int cl_integrand_num_columns; - - double * cl_integrand; /* array with argument cl_integrand[index_k*cl_integrand_num_columns+1+psp->index_ct] */ - double * transfer_ic1; /* array with argument transfer_ic1[index_tt] */ - double * transfer_ic2; /* idem */ - double * primordial_pk; /* array with argument primordial_pk[index_ic_ic]*/ - - /* This code can be optionally compiled with the openmp option for parallel computation. - Inside parallel regions, the use of the command "return" is forbidden. - For error management, instead of "return _FAILURE_", we will set the variable below - to "abort = _TRUE_". This will lead to a "return _FAILURE_" jus after leaving the - parallel region. */ - int abort; - -#ifdef _OPENMP - /* instrumentation times */ - double tstart, tstop; -#endif - - /** - allocate pointers to arrays where results will be stored */ - - class_alloc(psp->l_size,sizeof(int)*psp->md_size,psp->error_message); - class_alloc(psp->cl,sizeof(double *)*psp->md_size,psp->error_message); - class_alloc(psp->ddcl,sizeof(double *)*psp->md_size,psp->error_message); - - psp->l_size_max = ptr->l_size_max; - class_alloc(psp->l,sizeof(double)*psp->l_size_max,psp->error_message); - - /** - store values of l */ - for (index_l=0; index_l < psp->l_size_max; index_l++) { - psp->l[index_l] = (double)ptr->l[index_l]; - } - - /** - loop over modes (scalar, tensors, etc). For each mode: */ - - for (index_md = 0; index_md < psp->md_size; index_md++) { - - /** - --> (a) store number of l values for this mode */ - - psp->l_size[index_md] = ptr->l_size[index_md]; - - /** - --> (b) allocate arrays where results will be stored */ - - class_alloc(psp->cl[index_md],sizeof(double)*psp->l_size[index_md]*psp->ct_size*psp->ic_ic_size[index_md],psp->error_message); - class_alloc(psp->ddcl[index_md],sizeof(double)*psp->l_size[index_md]*psp->ct_size*psp->ic_ic_size[index_md],psp->error_message); - cl_integrand_num_columns = 1+psp->ct_size*2; /* one for k, ct_size for each type, ct_size for each second derivative of each type */ - - /** - --> (c) loop over initial conditions */ - - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - - /* non-diagonal coefficients should be computed only if non-zero correlation */ - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - - /* initialize error management flag */ - abort = _FALSE_; - - /* beginning of parallel region */ - -#pragma omp parallel \ - shared(ptr,ppm,index_md,psp,ppt,cl_integrand_num_columns,index_ic1,index_ic2,abort) \ - private(tstart,cl_integrand,primordial_pk,transfer_ic1,transfer_ic2,index_l,tstop) - - { - -#ifdef _OPENMP - tstart = omp_get_wtime(); -#endif - - class_alloc_parallel(cl_integrand, - ptr->q_size*cl_integrand_num_columns*sizeof(double), - psp->error_message); - - class_alloc_parallel(primordial_pk, - psp->ic_ic_size[index_md]*sizeof(double), - psp->error_message); - - class_alloc_parallel(transfer_ic1, - ptr->tt_size[index_md]*sizeof(double), - psp->error_message); - - class_alloc_parallel(transfer_ic2, - ptr->tt_size[index_md]*sizeof(double), - psp->error_message); - -#pragma omp for schedule (dynamic) - - /** - ---> loop over l values defined in the transfer module. - For each l, compute the \f$ C_l\f$'s for all types (TT, TE, ...) - by convolving primordial spectra with transfer functions. - This elementary task is assigned to spectra_compute_cl() */ - - for (index_l=0; index_l < ptr->l_size[index_md]; index_l++) { - -#pragma omp flush(abort) - - class_call_parallel(spectra_compute_cl(pba, - ppt, - ptr, - ppm, - psp, - index_md, - index_ic1, - index_ic2, - index_l, - cl_integrand_num_columns, - cl_integrand, - primordial_pk, - transfer_ic1, - transfer_ic2), - psp->error_message, - psp->error_message); - - } /* end of loop over l */ - -#ifdef _OPENMP - tstop = omp_get_wtime(); - if (psp->spectra_verbose > 1) - printf("In %s: time spent in parallel region (loop over l's) = %e s for thread %d\n", - __func__,tstop-tstart,omp_get_thread_num()); -#endif - free(cl_integrand); - - free(primordial_pk); - - free(transfer_ic1); - - free(transfer_ic2); - - } /* end of parallel region */ - - if (abort == _TRUE_) return _FAILURE_; - - } - else { - - /* set non-diagonal coefficients to zero if pair of ic's uncorrelated */ - - for (index_l=0; index_l < ptr->l_size[index_md]; index_l++) { - for (index_ct=0; index_ctct_size; index_ct++) { - psp->cl[index_md] - [(index_l * psp->ic_ic_size[index_md] + index_ic1_ic2) * psp->ct_size + index_ct] - = 0.; - } - } - } - } - } - - /** - --> (d) now that for a given mode, all possible \f$ C_l\f$'s have been computed, - compute second derivative of the array in which they are stored, - in view of spline interpolation. */ - - class_call(array_spline_table_lines(psp->l, - psp->l_size[index_md], - psp->cl[index_md], - psp->ic_ic_size[index_md]*psp->ct_size, - psp->ddcl[index_md], - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - } - - return _SUCCESS_; - -} - -/** - * This routine computes the \f$ C_l\f$'s for a given mode, pair of initial conditions - * and multipole, but for all types (TT, TE...), by convolving the - * transfer functions with the primordial spectra. - * - * @param pba Input: pointer to background structure - * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure - * @param ppm Input: pointer to primordial structure - * @param psp Input/Output: pointer to spectra structure (result stored here) - * @param index_md Input: index of mode under consideration - * @param index_ic1 Input: index of first initial condition in the correlator - * @param index_ic2 Input: index of second initial condition in the correlator - * @param index_l Input: index of multipole under consideration - * @param cl_integrand_num_columns Input: number of columns in cl_integrand - * @param cl_integrand Input: an allocated workspace - * @param primordial_pk Input: table of primordial spectrum values - * @param transfer_ic1 Input: table of transfer function values for first initial condition - * @param transfer_ic2 Input: table of transfer function values for second initial condition - * @return the error status - */ - -int spectra_compute_cl( - struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - int index_md, - int index_ic1, - int index_ic2, - int index_l, - int cl_integrand_num_columns, - double * cl_integrand, - double * primordial_pk, - double * transfer_ic1, - double * transfer_ic2 - ) { - - int index_q; - int index_tt; - int index_ct; - int index_d1,index_d2; - double k; - double clvalue; - int index_ic1_ic2; - double transfer_ic1_temp=0.; - double transfer_ic2_temp=0.; - double * transfer_ic1_nc=NULL; - double * transfer_ic2_nc=NULL; - double factor; - int index_q_spline=0; - - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - - if (ppt->has_cl_number_count == _TRUE_) { - class_alloc(transfer_ic1_nc,psp->d_size*sizeof(double),psp->error_message); - class_alloc(transfer_ic2_nc,psp->d_size*sizeof(double),psp->error_message); - } - - for (index_q=0; index_q < ptr->q_size; index_q++) { - - //q = ptr->q[index_q]; - k = ptr->k[index_md][index_q]; - - cl_integrand[index_q*cl_integrand_num_columns+0] = k; - - class_call(primordial_spectrum_at_k(ppm,index_md,linear,k,primordial_pk), - ppm->error_message, - psp->error_message); - - /* above routine checks that k>0: no possible division by zero below */ - - for (index_tt=0; index_tt < ptr->tt_size[index_md]; index_tt++) { - - transfer_ic1[index_tt] = - ptr->transfer[index_md] - [((index_ic1 * ptr->tt_size[index_md] + index_tt) - * ptr->l_size[index_md] + index_l) - * ptr->q_size + index_q]; - - if (index_ic1 == index_ic2) { - transfer_ic2[index_tt] = transfer_ic1[index_tt]; - } - else { - transfer_ic2[index_tt] = ptr->transfer[index_md] - [((index_ic2 * ptr->tt_size[index_md] + index_tt) - * ptr->l_size[index_md] + index_l) - * ptr->q_size + index_q]; - } - } - - /* define combinations of transfer functions */ - - if (ppt->has_cl_cmb_temperature == _TRUE_) { - - if (_scalars_) { - - transfer_ic1_temp = transfer_ic1[ptr->index_tt_t0] + transfer_ic1[ptr->index_tt_t1] + transfer_ic1[ptr->index_tt_t2]; - transfer_ic2_temp = transfer_ic2[ptr->index_tt_t0] + transfer_ic2[ptr->index_tt_t1] + transfer_ic2[ptr->index_tt_t2]; - - } - - if (_vectors_) { - - transfer_ic1_temp = transfer_ic1[ptr->index_tt_t1] + transfer_ic1[ptr->index_tt_t2]; - transfer_ic2_temp = transfer_ic2[ptr->index_tt_t1] + transfer_ic2[ptr->index_tt_t2]; - - } - - if (_tensors_) { - - transfer_ic1_temp = transfer_ic1[ptr->index_tt_t2]; - transfer_ic2_temp = transfer_ic2[ptr->index_tt_t2]; - - } - } - - if (ppt->has_cl_number_count == _TRUE_) { - - for (index_d1=0; index_d1d_size; index_d1++) { - - transfer_ic1_nc[index_d1] = 0.; - transfer_ic2_nc[index_d1] = 0.; - - if (ppt->has_nc_density == _TRUE_) { - transfer_ic1_nc[index_d1] += transfer_ic1[ptr->index_tt_density+index_d1]; - transfer_ic2_nc[index_d1] += transfer_ic2[ptr->index_tt_density+index_d1]; - } - - if (ppt->has_nc_rsd == _TRUE_) { - transfer_ic1_nc[index_d1] - += transfer_ic1[ptr->index_tt_rsd+index_d1] - + transfer_ic1[ptr->index_tt_d0+index_d1] - + transfer_ic1[ptr->index_tt_d1+index_d1]; - transfer_ic2_nc[index_d1] - += transfer_ic2[ptr->index_tt_rsd+index_d1] - + transfer_ic2[ptr->index_tt_d0+index_d1] - + transfer_ic2[ptr->index_tt_d1+index_d1]; - } - - if (ppt->has_nc_lens == _TRUE_) { - transfer_ic1_nc[index_d1] += - psp->l[index_l]*(psp->l[index_l]+1.)*transfer_ic1[ptr->index_tt_nc_lens+index_d1]; - transfer_ic2_nc[index_d1] += - psp->l[index_l]*(psp->l[index_l]+1.)*transfer_ic2[ptr->index_tt_nc_lens+index_d1]; - } - - if (ppt->has_nc_gr == _TRUE_) { - transfer_ic1_nc[index_d1] - += transfer_ic1[ptr->index_tt_nc_g1+index_d1] - + transfer_ic1[ptr->index_tt_nc_g2+index_d1] - + transfer_ic1[ptr->index_tt_nc_g3+index_d1] - + transfer_ic1[ptr->index_tt_nc_g4+index_d1] - + transfer_ic1[ptr->index_tt_nc_g5+index_d1]; - transfer_ic2_nc[index_d1] - += transfer_ic2[ptr->index_tt_nc_g1+index_d1] - + transfer_ic2[ptr->index_tt_nc_g2+index_d1] - + transfer_ic2[ptr->index_tt_nc_g3+index_d1] - + transfer_ic2[ptr->index_tt_nc_g4+index_d1] - + transfer_ic2[ptr->index_tt_nc_g5+index_d1]; - } - - } - } - - /* integrand of Cl's */ - - /* note: we must integrate - - C_l = int [4 pi dk/k calP(k) Delta1_l(q) Delta2_l(q)] - - where calP(k) is the dimensionless - power spectrum equal to a constant in the scale-invariant case, - and to P(k) = A_s k^(ns-1) otherwise and q=sqrt(k2+K) (scalars) - or sqrt(k2+2K) (vectors) or sqrt(k2+3K) (tensors) - - In the literature, people often rewrite the integral in terms - of q and absorb the Jacobian of the change of variables in a redefinition of the primodial - spectrum. Let us illustrate this for scalars: - - dk/k = kdk/k2 = qdq/k2 = dq/q * (q/k)^2 = dq/q * [q2/(q2-K)] = q2dq * 1/[q(q2-K)] - - This factor 1/[q(q2-K)] is commonly absorbed in the definition of calP. Then one would have - - C_l = int [4 pi q2 dq {A_s k^(ns-1)/[q(q2-K)]} Delta1_l(q) Delta2_l(q)] - - Sometimes in the literature, the factor (k2-3K)=(q2-4K) present - in the initial conditions of scalar transfer functions (if - normalized to curvature R=1) is also absorbed in the definition - of the power spectrum. Then the curvature power spectrum reads - - calP = (q2-4K)/[q(q2-K)] * (k/k)^ns - - In CLASS we prefer to define calP = (k/k)^ns like in the flat - case, to have the factor (q2-4K) in the initialk conditions, - and the factor 1/[q(q2-K)] doesn't need to be there since we - integrate over dk/k. - - For tensors, the change of variable described above gives a slightly different result: - - dk/k = kdk/k2 = qdq/k2 = dq/q * (q/k)^2 = dq/q * [q2/(q2-3K)] = q2dq * 1/[q(q2-3K)] - - But for tensors there are extra curvature-related correction factors to - take into account. See the comments in the perturbation module, - related to initial conditions for tensors. - - */ - - factor = 4. * _PI_ / k; - - if (psp->has_tt == _TRUE_) - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_tt]= - primordial_pk[index_ic1_ic2] - * transfer_ic1_temp - * transfer_ic2_temp - * factor; - - if (psp->has_ee == _TRUE_) - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_ee]= - primordial_pk[index_ic1_ic2] - * transfer_ic1[ptr->index_tt_e] - * transfer_ic2[ptr->index_tt_e] - * factor; - - if (psp->has_te == _TRUE_) - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_te]= - primordial_pk[index_ic1_ic2] - * 0.5*(transfer_ic1_temp * transfer_ic2[ptr->index_tt_e] + - transfer_ic1[ptr->index_tt_e] * transfer_ic2_temp) - * factor; - - if (_tensors_ && (psp->has_bb == _TRUE_)) - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_bb]= - primordial_pk[index_ic1_ic2] - * transfer_ic1[ptr->index_tt_b] - * transfer_ic2[ptr->index_tt_b] - * factor; - - if (_scalars_ && (psp->has_pp == _TRUE_)) - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_pp]= - primordial_pk[index_ic1_ic2] - * transfer_ic1[ptr->index_tt_lcmb] - * transfer_ic2[ptr->index_tt_lcmb] - * factor; - - if (_scalars_ && (psp->has_tp == _TRUE_)) - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_tp]= - primordial_pk[index_ic1_ic2] - * 0.5*(transfer_ic1_temp * transfer_ic2[ptr->index_tt_lcmb] + - transfer_ic1[ptr->index_tt_lcmb] * transfer_ic2_temp) - * factor; - - if (_scalars_ && (psp->has_ep == _TRUE_)) - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_ep]= - primordial_pk[index_ic1_ic2] - * 0.5*(transfer_ic1[ptr->index_tt_e] * transfer_ic2[ptr->index_tt_lcmb] + - transfer_ic1[ptr->index_tt_lcmb] * transfer_ic2[ptr->index_tt_e]) - * factor; - - if (_scalars_ && (psp->has_dd == _TRUE_)) { - index_ct=0; - for (index_d1=0; index_d1d_size; index_d1++) { - for (index_d2=index_d1; index_d2<=MIN(index_d1+psp->non_diag,psp->d_size-1); index_d2++) { - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_dd+index_ct]= - primordial_pk[index_ic1_ic2] - * transfer_ic1_nc[index_d1] - * transfer_ic2_nc[index_d2] - * factor; - index_ct++; - } - } - } - - if (_scalars_ && (psp->has_td == _TRUE_)) { - for (index_d1=0; index_d1d_size; index_d1++) { - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_td+index_d1]= - primordial_pk[index_ic1_ic2] - * 0.5*(transfer_ic1_temp * transfer_ic2_nc[index_d1] + - transfer_ic1_nc[index_d1] * transfer_ic2_temp) - * factor; - } - } - - if (_scalars_ && (psp->has_pd == _TRUE_)) { - for (index_d1=0; index_d1d_size; index_d1++) { - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_pd+index_d1]= - primordial_pk[index_ic1_ic2] - * 0.5*(transfer_ic1[ptr->index_tt_lcmb] * transfer_ic2_nc[index_d1] + - transfer_ic1_nc[index_d1] * transfer_ic2[ptr->index_tt_lcmb]) - * factor; - } - } - - if (_scalars_ && (psp->has_ll == _TRUE_)) { - index_ct=0; - for (index_d1=0; index_d1d_size; index_d1++) { - for (index_d2=index_d1; index_d2<=MIN(index_d1+psp->non_diag,psp->d_size-1); index_d2++) { - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_ll+index_ct]= - primordial_pk[index_ic1_ic2] - * transfer_ic1[ptr->index_tt_lensing+index_d1] - * transfer_ic2[ptr->index_tt_lensing+index_d2] - * factor; - index_ct++; - } - } - } - - if (_scalars_ && (psp->has_tl == _TRUE_)) { - for (index_d1=0; index_d1d_size; index_d1++) { - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_tl+index_d1]= - primordial_pk[index_ic1_ic2] - * 0.5*(transfer_ic1_temp * transfer_ic2[ptr->index_tt_lensing+index_d1] + - transfer_ic1[ptr->index_tt_lensing+index_d1] * transfer_ic2_temp) - * factor; - } - } - - if (_scalars_ && (psp->has_dl == _TRUE_)) { - index_ct=0; - for (index_d1=0; index_d1d_size; index_d1++) { - for (index_d2=MAX(index_d1-psp->non_diag,0); index_d2<=MIN(index_d1+psp->non_diag,psp->d_size-1); index_d2++) { - cl_integrand[index_q*cl_integrand_num_columns+1+psp->index_ct_dl+index_ct]= - primordial_pk[index_ic1_ic2] - * transfer_ic1_nc[index_d1] * transfer_ic2[ptr->index_tt_lensing+index_d2] - * factor; - index_ct++; - } - } - } - } - - for (index_ct=0; index_ctct_size; index_ct++) { - - /* treat null spectra (C_l^BB of scalars, C_l^pp of tensors, etc. */ - - if ((_scalars_ && (psp->has_bb == _TRUE_) && (index_ct == psp->index_ct_bb)) || - (_tensors_ && (psp->has_pp == _TRUE_) && (index_ct == psp->index_ct_pp)) || - (_tensors_ && (psp->has_tp == _TRUE_) && (index_ct == psp->index_ct_tp)) || - (_tensors_ && (psp->has_ep == _TRUE_) && (index_ct == psp->index_ct_ep)) || - (_tensors_ && (psp->has_dd == _TRUE_) && (index_ct == psp->index_ct_dd)) || - (_tensors_ && (psp->has_td == _TRUE_) && (index_ct == psp->index_ct_td)) || - (_tensors_ && (psp->has_pd == _TRUE_) && (index_ct == psp->index_ct_pd)) || - (_tensors_ && (psp->has_ll == _TRUE_) && (index_ct == psp->index_ct_ll)) || - (_tensors_ && (psp->has_tl == _TRUE_) && (index_ct == psp->index_ct_tl)) || - (_tensors_ && (psp->has_dl == _TRUE_) && (index_ct == psp->index_ct_dl)) - ) { - - psp->cl[index_md] - [(index_l * psp->ic_ic_size[index_md] + index_ic1_ic2) * psp->ct_size + index_ct] = 0.; - - } - /* for non-zero spectra, integrate over q */ - else { - - /* spline the integrand over the whole range of k's */ - - class_call(array_spline(cl_integrand, - cl_integrand_num_columns, - ptr->q_size, - 0, - 1+index_ct, - 1+psp->ct_size+index_ct, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - /* Technical point: we will now do a spline integral over the - whole range of k's, excepted in the closed (K>0) case. In - that case, it is a bad idea to spline over the values of k - corresponding to nuindex_q_flat_approximation, to tell the integration - routine that below this index, it should treat the integral - as a trapezoidal one. For testing, one is free to set - index_q_spline to 0, to enforce spline integration - everywhere, or to (ptr->q_size-1), to enforce trapezoidal - integration everywhere. */ - - if (pba->sgnK == 1) { - index_q_spline = ptr->index_q_flat_approximation; - } - - class_call(array_integrate_all_trapzd_or_spline(cl_integrand, - cl_integrand_num_columns, - ptr->q_size, - index_q_spline, - 0, - 1+index_ct, - 1+psp->ct_size+index_ct, - &clvalue, - psp->error_message), - psp->error_message, - psp->error_message); - - /* in the closed case, instead of an integral, we have a - discrete sum. In practice, this does not matter: the previous - routine does give a correct approximation of the discrete - sum, both in the trapezoidal and spline regions. The only - error comes from the first point: the previous routine - assumes a weight for the first point which is too small - compared to what it would be in the an actual discrete - sum. The line below correct this problem in an exact way. - */ - - if (pba->sgnK == 1) { - clvalue += cl_integrand[1+index_ct] * ptr->q[0]/ptr->k[0][0]*sqrt(pba->K)/2.; - } - - /* we have the correct C_l now. We can store it in the transfer structure. */ - - psp->cl[index_md] - [(index_l * psp->ic_ic_size[index_md] + index_ic1_ic2) * psp->ct_size + index_ct] - = clvalue; - - } - } - - if (ppt->has_cl_number_count == _TRUE_) { - free(transfer_ic1_nc); - free(transfer_ic2_nc); - } - - return _SUCCESS_; - -} - -/** - * This routine computes the values of k and tau at which the matter - * power spectra \f$ P(k,\tau)\f$ and the matter transfer functions \f$ T_i(k,\tau)\f$ - * will be stored. - * - * @param pba Input: pointer to background structure (for z to tau conversion) - * @param ppt Input: pointer to perturbation structure (contain source functions) - * @param pnl Input: pointer to nonlinear structure (contain nonlinear corrections) - * @param psp Input/Output: pointer to spectra structure - * @return the error status - */ - -int spectra_k_and_tau( - struct background * pba, - struct perturbs * ppt, - struct nonlinear * pnl, - struct spectra * psp - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_k; - int index_tau; - int index_tau_min_nl; - double tau_min; - - /** - check the presence of scalar modes */ - - class_test((ppt->has_scalars == _FALSE_), - psp->error_message, - "you cannot ask for matter power spectrum since you turned off scalar modes"); - - /** - check the maximum redshift z_max_pk at which \f$P(k,z)\f$ and \f$ T_i(k,z)\f$ should be - computable by interpolation. If it is equal to zero, only \f$ P(k,z=0)\f$ - needs to be computed. If it is higher, we will store in a table - various P(k,tau) at several values of tau generously encompassing - the range 0z_max_pk < 0), - psp->error_message, - "asked for negative redshift z=%e",psp->z_max_pk); - - /* if z_max_pk=0, there is just one value to store */ - if (psp->z_max_pk == 0.) { - psp->ln_tau_size=1; - } - - /* if z_max_pk>0, store several values (with a comfortable margin above z_max_pk) in view of interpolation */ - else{ - - /* find the first relevant value of tau (last value in the table tau_ampling before tau(z_max)) and infer the number of values of tau at which P(k) must be stored */ - - class_call(background_tau_of_z(pba,psp->z_max_pk,&tau_min), - pba->error_message, - psp->error_message); - - index_tau=0; - class_test((tau_min <= ppt->tau_sampling[index_tau]), - psp->error_message, - "you asked for zmax=%e, i.e. taumin=%e, smaller than or equal to the first possible value =%e; it should be strictly bigger for a successfull interpolation",psp->z_max_pk,tau_min,ppt->tau_sampling[0]); - - while (ppt->tau_sampling[index_tau] < tau_min){ - index_tau++; - } - index_tau --; - class_test(index_tau<0, - psp->error_message, - "by construction, this should never happen, a bug must have been introduced somewhere"); - - /* whenever possible, take a few more values in to avoid boundary effects in the interpolation */ - if (index_tau>0) index_tau--; - if (index_tau>0) index_tau--; - if (index_tau>0) index_tau--; - if (index_tau>0) index_tau--; - psp->ln_tau_size=ppt->tau_size-index_tau; - - } - - /** - allocate and fill table of tau values at which \f$P(k,\tau)\f$ and \f$T_i(k,\tau)\f$ are stored */ - - class_alloc(psp->ln_tau,sizeof(double)*psp->ln_tau_size,psp->error_message); - - for (index_tau=0; index_tauln_tau_size; index_tau++) { - psp->ln_tau[index_tau]=log(ppt->tau_sampling[index_tau-psp->ln_tau_size+ppt->tau_size]); - } - - /** - allocate and fill table of k values at which \f$ P(k,\tau)\f$ is stored */ - - psp->ln_k_size = ppt->k_size[ppt->index_md_scalars]; - class_alloc(psp->ln_k,sizeof(double)*psp->ln_k_size,psp->error_message); - - for (index_k=0; index_kln_k_size; index_k++) { - class_test(ppt->k[ppt->index_md_scalars][index_k] <= 0., - psp->error_message, - "stop to avoid segmentation fault"); - psp->ln_k[index_k]=log(ppt->k[ppt->index_md_scalars][index_k]); - } - - /** - if the non-linear power spectrum is requested, we should store - it only at values of tau where non-linear corrections were - really computed and not brutally set to one. Hence we must - find here ln_tau_nl_size which might be smaller than - ln_tau_size. But the same table ln_tau will be used for - both. */ - - if (pnl->method != nl_none) { - - index_tau=ppt->tau_size-psp->ln_tau_size; - index_tau_min_nl=pnl->index_tau_min_nl; - while (ppt->tau_sampling[index_tau] < pnl->tau[index_tau_min_nl]) { - index_tau++; - } - psp->ln_tau_nl_size=ppt->tau_size-index_tau; - - class_alloc(psp->ln_tau_nl,sizeof(double)*psp->ln_tau_nl_size,psp->error_message); - - for (index_tau=0; index_tauln_tau_nl_size; index_tau++) { - psp->ln_tau_nl[index_tau]=log(ppt->tau_sampling[index_tau-psp->ln_tau_nl_size+ppt->tau_size]); - } - } - - return _SUCCESS_; -} - -/** - * This routine computes a table of values for all matter power spectra P(k), - * given the source functions and primordial spectra. - * - * @param pba Input: pointer to background structure (will provide H, Omega_m at redshift of interest) - * @param ppt Input: pointer to perturbation structure (contain source functions) - * @param ppm Input: pointer to primordial structure - * @param pnl Input: pointer to nonlinear structure - * @param psp Input/Output: pointer to spectra structure - * @return the error status - */ - -int spectra_pk( - struct background * pba, - struct perturbs * ppt, - struct primordial * ppm, - struct nonlinear *pnl, - struct spectra * psp - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int index_ic1,index_ic2,index_ic1_ic1,index_ic2_ic2,index_ic1_ic2; - int index_k; - int index_tau; - int delta_index_nl=0; - int delta_index_nl_cb=0; - double * primordial_pk; /* array with argument primordial_pk[index_ic_ic] */ - double source_ic1; - double source_ic2; - double pk_tot=0.,ln_pk_tot=0.; - double source_ic1_cb; - double source_ic2_cb; - double pk_cb_tot=0.,ln_pk_cb_tot=0.; - - /** - check the presence of scalar modes */ - - class_test((ppt->has_scalars == _FALSE_), - psp->error_message, - "you cannot ask for matter power spectrum since you turned off scalar modes"); - - index_md = psp->index_md_scalars; - - /** - allocate temporary vectors where the primordial spectrum and the background quantities will be stored */ - - class_alloc(primordial_pk,psp->ic_ic_size[index_md]*sizeof(double),psp->error_message); - - /** - allocate and fill array of \f$P(k,\tau)\f$ values */ - - class_alloc(psp->ln_pk, - sizeof(double)*psp->ln_tau_size*psp->ln_k_size*psp->ic_ic_size[index_md], - psp->error_message); - - class_alloc(psp->ln_pk_l, - sizeof(double)*psp->ln_tau_size*psp->ln_k_size, - psp->error_message); - - if (pnl->method != nl_none) { - - class_alloc(psp->ln_pk_nl, - sizeof(double)*psp->ln_tau_nl_size*psp->ln_k_size, - psp->error_message); - - /* possible index shift between the first value of time used for - the linear spectrum and that for the non-linear power - spectrum (0 if no shift) */ - delta_index_nl = psp->ln_tau_size-psp->ln_tau_nl_size; - class_test(delta_index_nl<0, - "This should never happen", - psp->error_message, - psp->error_message); - } - else { - psp->ln_pk_nl = NULL; - } - - if (pba->has_ncdm) { - - class_alloc(psp->ln_pk_cb, - sizeof(double)*psp->ln_tau_size*psp->ln_k_size*psp->ic_ic_size[index_md], - psp->error_message); - - class_alloc(psp->ln_pk_cb_l, - sizeof(double)*psp->ln_tau_size*psp->ln_k_size, - psp->error_message); - - if (pnl->method != nl_none) { - class_alloc(psp->ln_pk_cb_nl, - sizeof(double)*psp->ln_tau_nl_size*psp->ln_k_size, - psp->error_message); - /* possible index shift between the first value of time used for - the linear spectrum and that for the non-linear power - spectrum (0 if no shift) */ - /* this is not really necessary, since m and cb share the same ln_tau_nl_size and ln_tau_nl */ - delta_index_nl_cb = psp->ln_tau_size-psp->ln_tau_nl_size; - class_test(delta_index_nl_cb<0, - "This should never happen", - psp->error_message, - psp->error_message); - } - else{ - psp->ln_pk_cb_nl = NULL; - } - - } - else { - psp->ln_pk_cb = NULL; - psp->ln_pk_cb_l = NULL; - psp->ln_pk_cb_nl = NULL; - } - - for (index_tau=0 ; index_tau < psp->ln_tau_size; index_tau++) { - for (index_k=0; index_kln_k_size; index_k++) { - - class_call(primordial_spectrum_at_k(ppm,index_md,logarithmic,psp->ln_k[index_k],primordial_pk), - ppm->error_message, - psp->error_message); - - pk_tot =0; - pk_cb_tot = 0.; - /* curvature primordial spectrum: - P_R(k) = 1/(2pi^2) k^3 - so, primordial curvature correlator: - = (2pi^2) k^-3 P_R(k) - so, delta_m correlator: - P(k) = = (2pi^2) k^-3 (source_m)^2 P_R(k) - - For isocurvature or cross adiabatic-isocurvature parts, - replace one or two 'R' by 'S_i's */ - - /* part diagonal in initial conditions */ - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md]); - - source_ic1 = ppt->sources[index_md] - [index_ic1 * ppt->tp_size[index_md] + ppt->index_tp_delta_m] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->ln_pk[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] = - log(2.*_PI_*_PI_/exp(3.*psp->ln_k[index_k]) - *source_ic1*source_ic1 - *exp(primordial_pk[index_ic1_ic2])); - - pk_tot += exp(psp->ln_pk[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2]); - - if(pba->has_ncdm){ - - source_ic1_cb = ppt->sources[index_md] - [index_ic1 * ppt->tp_size[index_md] + ppt->index_tp_delta_cb] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->ln_pk_cb[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] = - log(2.*_PI_*_PI_/exp(3.*psp->ln_k[index_k]) - *source_ic1_cb*source_ic1_cb - *exp(primordial_pk[index_ic1_ic2])); - - pk_cb_tot += exp(psp->ln_pk_cb[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2]); - - } - - } - - /* part non-diagonal in initial conditions */ - for (index_ic1 = 0; index_ic1 < psp->ic_size[index_md]; index_ic1++) { - for (index_ic2 = index_ic1+1; index_ic2 < psp->ic_size[index_md]; index_ic2++) { - - index_ic1_ic2 = index_symmetric_matrix(index_ic1,index_ic2,psp->ic_size[index_md]); - index_ic1_ic1 = index_symmetric_matrix(index_ic1,index_ic1,psp->ic_size[index_md]); - index_ic2_ic2 = index_symmetric_matrix(index_ic2,index_ic2,psp->ic_size[index_md]); - - if (psp->is_non_zero[index_md][index_ic1_ic2] == _TRUE_) { - - source_ic1 = ppt->sources[index_md] - [index_ic1 * ppt->tp_size[index_md] + ppt->index_tp_delta_m] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - source_ic2 = ppt->sources[index_md] - [index_ic2 * ppt->tp_size[index_md] + ppt->index_tp_delta_m] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->ln_pk[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] = - primordial_pk[index_ic1_ic2]*SIGN(source_ic1)*SIGN(source_ic2); - - pk_tot += psp->ln_pk[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] - * sqrt(psp->ln_pk[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic1] - * psp->ln_pk[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic2_ic2]); - - if(pba->has_ncdm){ - - source_ic1_cb = ppt->sources[index_md] - [index_ic1 * ppt->tp_size[index_md] + ppt->index_tp_delta_cb] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - source_ic2_cb = ppt->sources[index_md] - [index_ic2 * ppt->tp_size[index_md] + ppt->index_tp_delta_cb] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->ln_pk_cb[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] = - primordial_pk[index_ic1_ic2]*SIGN(source_ic1_cb)*SIGN(source_ic2_cb); - - pk_cb_tot += psp->ln_pk_cb[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] - * sqrt(psp->ln_pk_cb[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic1] - * psp->ln_pk_cb[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic2_ic2]); - - } - - } - else { - psp->ln_pk[(index_tau * psp->ln_k_size + index_k)* psp->ic_ic_size[index_md] + index_ic1_ic2] = 0.; - } - } - } - - ln_pk_tot = log(pk_tot); - - if(pba->has_ncdm) ln_pk_cb_tot = log(pk_cb_tot); - - psp->ln_pk_l[index_tau * psp->ln_k_size + index_k] = ln_pk_tot; - - if(pba->has_ncdm) psp->ln_pk_cb_l[index_tau * psp->ln_k_size + index_k] = ln_pk_cb_tot; - - /* if non-linear corrections required, compute the total non-linear matter power spectrum */ - - if ((pnl->method != nl_none) && (index_tau >= delta_index_nl)) { - - psp->ln_pk_nl[(index_tau-delta_index_nl) * psp->ln_k_size + index_k] = - ln_pk_tot - + 2.*log(pnl->nl_corr_density[pnl->index_pk_m][(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]); - - } - - if((pba->has_ncdm) && (pnl->method != nl_none) && (index_tau >= delta_index_nl_cb)){ - - psp->ln_pk_cb_nl[(index_tau-delta_index_nl_cb) * psp->ln_k_size + index_k] = - ln_pk_cb_tot - + 2.*log(pnl->nl_corr_density[pnl->index_pk_cb][(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]); - - } - - } - } - - /**- if interpolation of \f$P(k,\tau)\f$ will be needed (as a function of tau), - compute array of second derivatives in view of spline interpolation */ - - if (psp->ln_tau_size > 1) { - - class_alloc(psp->ddln_pk,sizeof(double)*psp->ln_tau_size*psp->ln_k_size*psp->ic_ic_size[index_md],psp->error_message); - - class_call(array_spline_table_lines(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk, - psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->ddln_pk, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_alloc(psp->ddln_pk_l,sizeof(double)*psp->ln_tau_size*psp->ln_k_size,psp->error_message); - - class_call(array_spline_table_lines(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk_l, - psp->ln_k_size, - psp->ddln_pk_l, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - if(pba->has_ncdm){ - - class_alloc(psp->ddln_pk_cb,sizeof(double)*psp->ln_tau_size*psp->ln_k_size*psp->ic_ic_size[index_md],psp->error_message); - - class_call(array_spline_table_lines(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk_cb, - psp->ic_ic_size[index_md]*psp->ln_k_size, - psp->ddln_pk_cb, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_alloc(psp->ddln_pk_cb_l,sizeof(double)*psp->ln_tau_size*psp->ln_k_size,psp->error_message); - - class_call(array_spline_table_lines(psp->ln_tau, - psp->ln_tau_size, - psp->ln_pk_cb_l, - psp->ln_k_size, - psp->ddln_pk_cb_l, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - } - - } - - /* compute sigma8 (mean variance today in sphere of radius 8/h Mpc */ - - class_call(spectra_sigma(pba,ppm,psp,8./pba->h,0.,&(psp->sigma8)), - psp->error_message, - psp->error_message); - - if (psp->spectra_verbose>0) - fprintf(stdout," -> sigma8=%g (computed till k = %g h/Mpc)\n", - psp->sigma8, - exp(psp->ln_k[psp->ln_k_size-1])/pba->h); - - if(pba->has_ncdm){ - class_call(spectra_sigma_cb(pba,ppm,psp,8./pba->h,0.,&(psp->sigma8_cb)), - psp->error_message, - psp->error_message); - if (psp->spectra_verbose>0){ - fprintf(stdout," -> sigma8 (ONLY CDM+BARYON)=%g (computed till k = %g h/Mpc)\n", - psp->sigma8_cb, - exp(psp->ln_k[psp->ln_k_size-1])/pba->h); - } - } - - /**- if interpolation of \f$ P_{NL}(k,\tau)\f$ will be needed (as a function of tau), - compute array of second derivatives in view of spline interpolation */ - - if (pnl->method != nl_none) { - if (psp->ln_tau_nl_size > 1) { - - class_alloc(psp->ddln_pk_nl,sizeof(double)*psp->ln_tau_nl_size*psp->ln_k_size,psp->error_message); - - class_call(array_spline_table_lines(psp->ln_tau_nl, - psp->ln_tau_nl_size, - psp->ln_pk_nl, - psp->ln_k_size, - psp->ddln_pk_nl, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - if(pba->has_ncdm){ - - class_alloc(psp->ddln_pk_cb_nl,sizeof(double)*psp->ln_tau_nl_size*psp->ln_k_size,psp->error_message); - - class_call(array_spline_table_lines(psp->ln_tau_nl, - psp->ln_tau_nl_size, - psp->ln_pk_cb_nl, - psp->ln_k_size, - psp->ddln_pk_cb_nl, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - } - } - } - - free (primordial_pk); - - return _SUCCESS_; -} - -/** - * This routine computes sigma(R) given P(k) (does not check that k_max is large - * enough) - * - * @param pba Input: pointer to background structure - * @param ppm Input: pointer to primordial structure - * @param psp Input: pointer to spectra structure - * @param z Input: redshift - * @param R Input: radius in Mpc - * @param sigma Output: variance in a sphere of radius R (dimensionless) - */ - -int spectra_sigma( - struct background * pba, - struct primordial * ppm, - struct spectra * psp, - double R, - double z, - double * sigma - ) { - - double pk; - double * pk_ic = NULL; - - double pk_cb; - double * pk_cb_ic = NULL; - - double * array_for_sigma; - int index_num; - int index_k; - int index_y; - int index_ddy; - int i; - - double k,W,x; - - if (psp->ic_ic_size[psp->index_md_scalars]>1){ - class_alloc(pk_ic, - psp->ic_ic_size[psp->index_md_scalars]*sizeof(double), - psp->error_message); - if (pba->has_ncdm) - class_alloc(pk_cb_ic, - psp->ic_ic_size[psp->index_md_scalars]*sizeof(double), - psp->error_message); - } - - i=0; - index_k=i; - i++; - index_y=i; - i++; - index_ddy=i; - i++; - index_num=i; - - class_alloc(array_for_sigma, - psp->ln_k_size*index_num*sizeof(double), - psp->error_message); - - for (i=0;iln_k_size;i++) { - k=exp(psp->ln_k[i]); - if (i == (psp->ln_k_size-1)) k *= 0.9999999; // to prevent rounding error leading to k being bigger than maximum value - x=k*R; - W=3./x/x/x*(sin(x)-x*cos(x)); - class_call(spectra_pk_at_k_and_z(pba,ppm,psp,k,z,&pk,pk_ic,&pk_cb,pk_cb_ic), - psp->error_message, - psp->error_message); - array_for_sigma[i*index_num+index_k]=k; - array_for_sigma[i*index_num+index_y]=k*k*pk*W*W; - } - - class_call(array_spline(array_for_sigma, - index_num, - psp->ln_k_size, - index_k, - index_y, - index_ddy, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_integrate_all_spline(array_for_sigma, - index_num, - psp->ln_k_size, - index_k, - index_y, - index_ddy, - sigma, - psp->error_message), - psp->error_message, - psp->error_message); - - free(array_for_sigma); - - if (psp->ic_ic_size[psp->index_md_scalars]>1){ - free(pk_ic); - if (pba->has_ncdm) - free(pk_cb_ic); - } - - *sigma = sqrt(*sigma/(2.*_PI_*_PI_)); - - return _SUCCESS_; - -} - -//**/ -int spectra_sigma_cb( - struct background * pba, - struct primordial * ppm, - struct spectra * psp, - double R, - double z, - double * sigma_cb - ) { - - double pk; - double * pk_ic = NULL; - - double pk_cb; - double * pk_cb_ic = NULL; - - double * array_for_sigma; - int index_num; - int index_k; - int index_y; - int index_ddy; - int i; - - double k,W,x; - - if (psp->ic_ic_size[psp->index_md_scalars]>1){ - class_alloc(pk_ic, - psp->ic_ic_size[psp->index_md_scalars]*sizeof(double), - psp->error_message); - if (pba->has_ncdm) - class_alloc(pk_cb_ic, - psp->ic_ic_size[psp->index_md_scalars]*sizeof(double), - psp->error_message); - } - - i=0; - index_k=i; - i++; - index_y=i; - i++; - index_ddy=i; - i++; - index_num=i; - - class_alloc(array_for_sigma, - psp->ln_k_size*index_num*sizeof(double), - psp->error_message); - - for (i=0;iln_k_size;i++) { - k=exp(psp->ln_k[i]); - if (i == (psp->ln_k_size-1)) k *= 0.9999999; // to prevent rounding error leading to k being bigger than maximum value - x=k*R; - W=3./x/x/x*(sin(x)-x*cos(x)); - class_call(spectra_pk_at_k_and_z(pba,ppm,psp,k,z,&pk,pk_ic,&pk_cb,pk_cb_ic), - psp->error_message, - psp->error_message); - array_for_sigma[i*index_num+index_k]=k; - array_for_sigma[i*index_num+index_y]=k*k*pk_cb*W*W; - } - - class_call(array_spline(array_for_sigma, - index_num, - psp->ln_k_size, - index_k, - index_y, - index_ddy, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - class_call(array_integrate_all_spline(array_for_sigma, - index_num, - psp->ln_k_size, - index_k, - index_y, - index_ddy, - sigma_cb, - psp->error_message), - psp->error_message, - psp->error_message); - - free(array_for_sigma); - - if (psp->ic_ic_size[psp->index_md_scalars]>1){ - free(pk_ic); - if (pba->has_ncdm) - free(pk_cb_ic); - } - - *sigma_cb = sqrt(*sigma_cb/(2.*_PI_*_PI_)); - - return _SUCCESS_; - -} - -/** - * This routine computes a table of values for all matter power spectra P(k), - * given the source functions and primordial spectra. - * - * @param pba Input: pointer to background structure (will provide density of each species) - * @param ppt Input: pointer to perturbation structure (contain source functions) - * @param psp Input/Output: pointer to spectra structure - * @return the error status - */ - -int spectra_matter_transfers( - struct background * pba, - struct perturbs * ppt, - struct spectra * psp - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int index_ic; - int index_k; - int index_tau; - int last_index_back; - double * pvecback_sp_long; /* array with argument pvecback_sp_long[pba->index_bg] */ - double delta_i,theta_i,rho_i; - double delta_rho_tot,rho_tot; - double rho_plus_p_theta_tot,rho_plus_p_tot; - int n_ncdm; - double w_fld,dw_over_da_fld,integral_fld; - - /** - check the presence of scalar modes */ - - class_test((ppt->has_scalars == _FALSE_), - psp->error_message, - "you cannot ask for matter power spectrum since you turned off scalar modes"); - - index_md = psp->index_md_scalars; - - /** - allocate and fill array of \f$ T_i(k,\tau)\f$ values */ - - class_alloc(psp->matter_transfer,sizeof(double)*psp->ln_tau_size*psp->ln_k_size*psp->ic_size[index_md]*psp->tr_size,psp->error_message); - - /** - allocate temporary vectors where the background quantities will be stored */ - - class_alloc(pvecback_sp_long,pba->bg_size*sizeof(double),psp->error_message); - - for (index_tau=0 ; index_tau < psp->ln_tau_size; index_tau++) { - - class_call(background_at_tau(pba, - ppt->tau_sampling[index_tau-psp->ln_tau_size+ppt->tau_size], - /* for this last argument we could have passed - exp(psp->ln_tau[index_tau]) but we would then loose - precision in the exp(log(x)) operation) */ - pba->long_info, - pba->inter_normal, - &last_index_back, - pvecback_sp_long), - pba->error_message, - psp->error_message); - - for (index_k=0; index_kln_k_size; index_k++) { - - for (index_ic = 0; index_ic < psp->ic_size[index_md]; index_ic++) { - - delta_rho_tot=0.; - rho_tot=0.; - rho_plus_p_theta_tot=0.; - rho_plus_p_tot=0.; - - /* T_g(k,tau) */ - - rho_i = pvecback_sp_long[pba->index_bg_rho_g]; - - if (ppt->has_source_delta_g == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_g] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_g] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - rho_tot += rho_i; - - } - - if (ppt->has_source_theta_g == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_g] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_g] = theta_i; - - rho_plus_p_theta_tot += 4./3. * rho_i * theta_i; - - rho_plus_p_tot += 4./3. * rho_i; - - } - - /* T_b(k,tau) */ - - rho_i = pvecback_sp_long[pba->index_bg_rho_b]; - - if (ppt->has_source_delta_b == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_b] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_b] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - } - - rho_tot += rho_i; - - if (ppt->has_source_theta_b == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_b] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_b] = theta_i; - - rho_plus_p_theta_tot += rho_i * theta_i; - - } - - rho_plus_p_tot += rho_i; - - /* T_cdm(k,tau) */ - - if (pba->has_cdm == _TRUE_) { - - rho_i = pvecback_sp_long[pba->index_bg_rho_cdm]; - - if (ppt->has_source_delta_cdm == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_cdm] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_cdm] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - } - - rho_tot += rho_i; - - if (ppt->has_source_theta_cdm == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_cdm] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_cdm] = theta_i; - - rho_plus_p_theta_tot += rho_i * theta_i; - - } - - rho_plus_p_tot += rho_i; - - } - - /* T_dcdm(k,tau) */ - - if (pba->has_dcdm == _TRUE_) { - - rho_i = pvecback_sp_long[pba->index_bg_rho_dcdm]; - - if (ppt->has_source_delta_dcdm == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_dcdm] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_dcdm] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - } - - rho_tot += rho_i; - - if (ppt->has_source_theta_dcdm == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_dcdm] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_dcdm] = theta_i; - - rho_plus_p_theta_tot += rho_i * theta_i; - - } - - rho_plus_p_tot += rho_i; - - } - - /* T_scf(k,tau) */ - - if (pba->has_scf == _TRUE_) { - - rho_i = pvecback_sp_long[pba->index_bg_rho_scf]; - - if (ppt->has_source_delta_scf == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_scf] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_scf] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - } - - rho_tot += rho_i; - - if (ppt->has_source_theta_scf == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_scf] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_scf] = theta_i; - - rho_plus_p_theta_tot += (rho_i + pvecback_sp_long[pba->index_bg_p_scf]) * theta_i; - - } - - rho_plus_p_tot += (rho_i + pvecback_sp_long[pba->index_bg_p_scf]); - - } - - - /* T_fld(k,tau) */ - - if (pba->has_fld == _TRUE_) { - - rho_i = pvecback_sp_long[pba->index_bg_rho_fld]; - - class_call(background_w_fld(pba,0.,&w_fld,&dw_over_da_fld,&integral_fld), pba->error_message, psp->error_message); - - if (ppt->has_source_delta_fld == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_fld] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_fld] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - } - - rho_tot += rho_i; - - if (ppt->has_source_theta_fld == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_fld] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_fld] = theta_i; - - rho_plus_p_theta_tot += (1. + w_fld) * rho_i * theta_i; - - } - - rho_plus_p_tot += (1. + w_fld) * rho_i; - - } - - /* T_ur(k,tau) */ - - if (pba->has_ur == _TRUE_) { - - rho_i = pvecback_sp_long[pba->index_bg_rho_ur]; - - if (ppt->has_source_delta_ur == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_ur] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_ur] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - } - - rho_tot += rho_i; - - if (ppt->has_source_theta_ur == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_ur] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_ur] = theta_i; - - rho_plus_p_theta_tot += 4./3. * rho_i * theta_i; - - } - - rho_plus_p_tot += 4./3. * rho_i; - - } - - /* T_dr(k,tau) */ - - if (pba->has_dr == _TRUE_) { - - rho_i = pvecback_sp_long[pba->index_bg_rho_dr]; - - if (ppt->has_source_delta_dr == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_dr] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_dr] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - } - - rho_tot += rho_i; - - if (ppt->has_source_theta_dr == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_dr] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_dr] = theta_i; - - rho_plus_p_theta_tot += 4./3. * rho_i * theta_i; - - } - - rho_plus_p_tot += 4./3. * rho_i; - - } - - /* T_ncdm_i(k,tau) */ - - if (pba->has_ncdm == _TRUE_) { - - for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++) { - - rho_i = pvecback_sp_long[pba->index_bg_rho_ncdm1+n_ncdm]; - - if (ppt->has_source_delta_ncdm == _TRUE_) { - - delta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_delta_ncdm1+n_ncdm] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_ncdm1+n_ncdm] = delta_i; - - delta_rho_tot += rho_i * delta_i; - - } - - rho_tot += rho_i; - - if (ppt->has_source_theta_ncdm == _TRUE_) { - - theta_i = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_theta_ncdm1+n_ncdm] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_ncdm1+n_ncdm] = theta_i; - - rho_plus_p_theta_tot += (rho_i + pvecback_sp_long[pba->index_bg_p_ncdm1+n_ncdm]) * theta_i; - - } - - rho_plus_p_tot += (rho_i + pvecback_sp_long[pba->index_bg_p_ncdm1+n_ncdm]); - - } - - } - - if (ppt->has_source_phi == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_phi] = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_phi] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - } - - if (ppt->has_source_psi == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_psi] = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_psi] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - } - - if (ppt->has_source_phi_prime == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_phi_prime] = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_phi_prime] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - } - - if (ppt->has_source_h == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_h] = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_h] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - } - - if (ppt->has_source_h_prime == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_h_prime] = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_h_prime] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - } - - if (ppt->has_source_eta == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_eta] = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_eta] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - } - - if (ppt->has_source_eta_prime == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_eta_prime] = ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + ppt->index_tp_eta_prime] - [(index_tau-psp->ln_tau_size+ppt->tau_size) * ppt->k_size[index_md] + index_k]; - - } - - /* could include homogeneous component in rho_tot if uncommented (leave commented to match CMBFAST/CAMB definition) */ - - /* if (pba->has_lambda == _TRUE_) { */ - - /* rho_i = pvecback_sp_long[pba->index_bg_rho_lambda]; */ - - /* rho_tot += rho_i; */ - /* } */ - - /* T_tot(k,tau) */ - - if (ppt->has_density_transfers == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_delta_tot] = delta_rho_tot/rho_tot; - - } - - if (ppt->has_velocity_transfers == _TRUE_) { - - psp->matter_transfer[((index_tau*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + psp->index_tr_theta_tot] = rho_plus_p_theta_tot/rho_plus_p_tot; - - } - - } - } - } - - /**- if interpolation of \f$ P(k,\tau)\f$ will be needed (as a function of tau), - compute array of second derivatives in view of spline interpolation */ - - if (psp->ln_tau_size > 1) { - - class_alloc(psp->ddmatter_transfer,sizeof(double)*psp->ln_tau_size*psp->ln_k_size*psp->ic_size[index_md]*psp->tr_size,psp->error_message); - - class_call(array_spline_table_lines(psp->ln_tau, - psp->ln_tau_size, - psp->matter_transfer, - psp->ic_size[index_md]*psp->ln_k_size*psp->tr_size, - psp->ddmatter_transfer, - _SPLINE_EST_DERIV_, - psp->error_message), - psp->error_message, - psp->error_message); - - } - - free (pvecback_sp_long); - - return _SUCCESS_; -} - -int spectra_output_tk_titles(struct background *pba, - struct perturbs *ppt, - enum file_format output_format, - char titles[_MAXTITLESTRINGLENGTH_] - ){ - int n_ncdm; - char tmp[40]; - - if (output_format == class_format) { - class_store_columntitle(titles,"k (h/Mpc)",_TRUE_); - if (ppt->has_density_transfers == _TRUE_) { - class_store_columntitle(titles,"d_g",_TRUE_); - class_store_columntitle(titles,"d_b",_TRUE_); - class_store_columntitle(titles,"d_cdm",pba->has_cdm); - class_store_columntitle(titles,"d_fld",pba->has_fld); - class_store_columntitle(titles,"d_ur",pba->has_ur); - if (pba->has_ncdm == _TRUE_) { - for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++) { - sprintf(tmp,"d_ncdm[%d]",n_ncdm); - class_store_columntitle(titles,tmp,_TRUE_); - } - } - class_store_columntitle(titles,"d_dcdm",pba->has_dcdm); - class_store_columntitle(titles,"d_dr",pba->has_dr); - class_store_columntitle(titles,"d_scf",pba->has_scf); - class_store_columntitle(titles,"d_tot",_TRUE_); - class_store_columntitle(titles,"phi",ppt->has_source_phi); - class_store_columntitle(titles,"psi",ppt->has_source_psi); - class_store_columntitle(titles,"phi_prime",ppt->has_source_phi_prime); - class_store_columntitle(titles,"h",ppt->has_source_h); - class_store_columntitle(titles,"h_prime",ppt->has_source_h_prime); - class_store_columntitle(titles,"eta",ppt->has_source_eta); - class_store_columntitle(titles,"eta_prime",ppt->has_source_eta_prime); - } - if (ppt->has_velocity_transfers == _TRUE_) { - class_store_columntitle(titles,"t_g",_TRUE_); - class_store_columntitle(titles,"t_b",_TRUE_); - class_store_columntitle(titles,"t_cdm",((pba->has_cdm == _TRUE_) && (ppt->gauge != synchronous))); - class_store_columntitle(titles,"t_fld",pba->has_fld); - class_store_columntitle(titles,"t_ur",pba->has_ur); - if (pba->has_ncdm == _TRUE_) { - for (n_ncdm=0; n_ncdm < pba->N_ncdm; n_ncdm++) { - sprintf(tmp,"t_ncdm[%d]",n_ncdm); - class_store_columntitle(titles,tmp,_TRUE_); - } - } - class_store_columntitle(titles,"t_dcdm",pba->has_dcdm); - class_store_columntitle(titles,"t_dr",pba->has_dr); - class_store_columntitle(titles,"t__scf",pba->has_scf); - class_store_columntitle(titles,"t_tot",_TRUE_); - } - } - - else if (output_format == camb_format) { - - class_store_columntitle(titles,"k (h/Mpc)",_TRUE_); - class_store_columntitle(titles,"-T_cdm/k2",_TRUE_); - class_store_columntitle(titles,"-T_b/k2",_TRUE_); - class_store_columntitle(titles,"-T_g/k2",_TRUE_); - class_store_columntitle(titles,"-T_ur/k2",_TRUE_); - class_store_columntitle(titles,"-T_ncdm/k2",_TRUE_); - class_store_columntitle(titles,"-T_tot/k2",_TRUE_); - - } - - return _SUCCESS_; - -} - -int spectra_output_tk_data( - struct background * pba, - struct perturbs * ppt, - struct spectra * psp, - enum file_format output_format, - double z, - int number_of_titles, - double *data - ) { - - int n_ncdm; - double k, k_over_h, k2; - double * tkfull=NULL; /* array with argument - pk_ic[(index_k * psp->ic_size[index_md] + index_ic)*psp->tr_size+index_tr] */ - double *tk; - double *dataptr; - - int index_md=0; - int index_ic; - int index_k; - int index_tr; - int storeidx; - - if (psp->ln_k_size*psp->ic_size[index_md]*psp->tr_size > 0){ - class_alloc(tkfull, - psp->ln_k_size*psp->ic_size[index_md]*psp->tr_size*sizeof(double), - psp->error_message); - } - - /** - compute \f$T_i(k)\f$ for each k (if several ic's, compute it for each ic; if z_pk = 0, this is done by directly reading inside the pre-computed table; if not, this is done by interpolating the table at the correct value of tau. */ - - /* if z_pk = 0, no interpolation needed */ - - if (z == 0.) { - - for (index_k=0; index_kln_k_size; index_k++) { - for (index_tr=0; index_trtr_size; index_tr++) { - for (index_ic=0; index_icic_size[index_md]; index_ic++) { - tkfull[(index_k * psp->ic_size[index_md] + index_ic) * psp->tr_size + index_tr] = psp->matter_transfer[(((psp->ln_tau_size-1)*psp->ln_k_size + index_k) * psp->ic_size[index_md] + index_ic) * psp->tr_size + index_tr]; - } - } - } - } - - /* if 0 <= z_pk <= z_max_pk, interpolation needed, */ - else { - - class_call(spectra_tk_at_z(pba, - psp, - z, - tkfull), - psp->error_message, - psp->error_message); - } - - /** - store data */ - - for (index_ic = 0; index_ic < psp->ic_size[index_md]; index_ic++) { - - for (index_k=0; index_kln_k_size; index_k++) { - - storeidx = 0; - dataptr = data+index_ic*(psp->ln_k_size*number_of_titles)+index_k*number_of_titles; - tk = &(tkfull[(index_k * psp->ic_size[index_md] + index_ic) * psp->tr_size]); - k = exp(psp->ln_k[index_k]); - k2 = k*k; - k_over_h = k/pba->h; - - class_store_double(dataptr, k_over_h, _TRUE_,storeidx); - - /* indices for species associated with a velocity transfer function in Fourier space */ - - if (output_format == class_format) { - - if (ppt->has_density_transfers == _TRUE_) { - - class_store_double(dataptr,tk[psp->index_tr_delta_g],ppt->has_source_delta_g,storeidx); - class_store_double(dataptr,tk[psp->index_tr_delta_b],ppt->has_source_delta_b,storeidx); - class_store_double(dataptr,tk[psp->index_tr_delta_cdm],ppt->has_source_delta_cdm,storeidx); - class_store_double(dataptr,tk[psp->index_tr_delta_fld],ppt->has_source_delta_fld,storeidx); - class_store_double(dataptr,tk[psp->index_tr_delta_ur],ppt->has_source_delta_ur,storeidx); - if (pba->has_ncdm == _TRUE_){ - for (n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++){ - class_store_double(dataptr,tk[psp->index_tr_delta_ncdm1+n_ncdm],ppt->has_source_delta_ncdm,storeidx); - } - } - class_store_double(dataptr,tk[psp->index_tr_delta_dcdm],ppt->has_source_delta_dcdm,storeidx); - class_store_double(dataptr,tk[psp->index_tr_delta_dr],ppt->has_source_delta_dr,storeidx); - class_store_double(dataptr,tk[psp->index_tr_delta_scf],ppt->has_source_delta_scf,storeidx); - class_store_double(dataptr,tk[psp->index_tr_delta_tot],_TRUE_,storeidx); - class_store_double(dataptr,tk[psp->index_tr_phi],ppt->has_source_phi,storeidx); - class_store_double(dataptr,tk[psp->index_tr_psi],ppt->has_source_psi,storeidx); - class_store_double(dataptr,tk[psp->index_tr_phi_prime],ppt->has_source_phi_prime,storeidx); - class_store_double(dataptr,tk[psp->index_tr_h],ppt->has_source_h,storeidx); - class_store_double(dataptr,tk[psp->index_tr_h_prime],ppt->has_source_h_prime,storeidx); - class_store_double(dataptr,tk[psp->index_tr_eta],ppt->has_source_eta,storeidx); - class_store_double(dataptr,tk[psp->index_tr_eta_prime],ppt->has_source_eta_prime,storeidx); - } - if (ppt->has_velocity_transfers == _TRUE_) { - - class_store_double(dataptr,tk[psp->index_tr_theta_g],ppt->has_source_theta_g,storeidx); - class_store_double(dataptr,tk[psp->index_tr_theta_b],ppt->has_source_theta_b,storeidx); - class_store_double(dataptr,tk[psp->index_tr_theta_cdm],ppt->has_source_theta_cdm,storeidx); - class_store_double(dataptr,tk[psp->index_tr_theta_fld],ppt->has_source_theta_fld,storeidx); - class_store_double(dataptr,tk[psp->index_tr_theta_ur],ppt->has_source_theta_ur,storeidx); - if (pba->has_ncdm == _TRUE_){ - for (n_ncdm = 0; n_ncdm < pba->N_ncdm; n_ncdm++){ - class_store_double(dataptr,tk[psp->index_tr_theta_ncdm1+n_ncdm],ppt->has_source_theta_ncdm,storeidx); - } - } - class_store_double(dataptr,tk[psp->index_tr_theta_dcdm],ppt->has_source_theta_dcdm,storeidx); - class_store_double(dataptr,tk[psp->index_tr_theta_dr],ppt->has_source_theta_dr,storeidx); - class_store_double(dataptr,tk[psp->index_tr_theta_scf],ppt->has_source_theta_scf,storeidx); - class_store_double(dataptr,tk[psp->index_tr_theta_tot],_TRUE_,storeidx); - - } - - } - else if (output_format == camb_format) { - - /* rescale and reorder the matter transfer functions following the CMBFAST/CAMB convention */ - class_store_double_or_default(dataptr,-tk[psp->index_tr_delta_cdm]/k2,ppt->has_source_delta_cdm,storeidx,0.0); - class_store_double_or_default(dataptr,-tk[psp->index_tr_delta_b]/k2,ppt->has_source_delta_b,storeidx,0.0); - class_store_double_or_default(dataptr,-tk[psp->index_tr_delta_g]/k2,ppt->has_source_delta_g,storeidx,0.0); - class_store_double_or_default(dataptr,-tk[psp->index_tr_delta_ur]/k2,ppt->has_source_delta_ur,storeidx,0.0); - class_store_double_or_default(dataptr,-tk[psp->index_tr_delta_ncdm1]/k2,ppt->has_source_delta_ncdm,storeidx,0.0); - class_store_double_or_default(dataptr,-tk[psp->index_tr_delta_tot]/k2,_TRUE_,storeidx,0.0); - } - } - } - - //Necessary because the size could be zero (if psp->tr_size is zero) - if (tkfull != NULL) - free(tkfull); - - return _SUCCESS_; -} - -int spectra_firstline_and_ic_suffix(struct perturbs *ppt, - int index_ic, - char first_line[_LINE_LENGTH_MAX_], - FileName ic_suffix){ - - first_line[0]='\0'; - ic_suffix[0]='\0'; - - - if ((ppt->has_ad == _TRUE_) && (index_ic == ppt->index_ic_ad)) { - strcpy(ic_suffix,"ad"); - strcpy(first_line,"for adiabatic (AD) mode (normalized to initial curvature=1) "); - } - - if ((ppt->has_bi == _TRUE_) && (index_ic == ppt->index_ic_bi)) { - strcpy(ic_suffix,"bi"); - strcpy(first_line,"for baryon isocurvature (BI) mode (normalized to initial entropy=1)"); - } - - if ((ppt->has_cdi == _TRUE_) && (index_ic == ppt->index_ic_cdi)) { - strcpy(ic_suffix,"cdi"); - strcpy(first_line,"for CDM isocurvature (CDI) mode (normalized to initial entropy=1)"); - } - - if ((ppt->has_nid == _TRUE_) && (index_ic == ppt->index_ic_nid)) { - strcpy(ic_suffix,"nid"); - strcpy(first_line,"for neutrino density isocurvature (NID) mode (normalized to initial entropy=1)"); - } - - if ((ppt->has_niv == _TRUE_) && (index_ic == ppt->index_ic_niv)) { - strcpy(ic_suffix,"niv"); - strcpy(first_line,"for neutrino velocity isocurvature (NIV) mode (normalized to initial entropy=1)"); - } - return _SUCCESS_; -} - -int spectra_fast_pk_at_kvec_and_zvec( - struct background * pba, - struct spectra * psp, - double * kvec, - int kvec_size, - double * zvec, - int zvec_size, - double * pk_tot_out, /* (must be already allocated with kvec_size*zvec_size) */ - double * pk_cb_tot_out, - int nonlinear - ) { - - /** Summary: */ - - /** - define local variables */ - - int index_md; - int index_k, index_knode, index_z; - double *spline, *pk_at_k, *ln_kvec, *ln_pk_table; - double h, a, b; - double *spline_cb, *pk_cb_at_k, *ln_pk_cb_table; - - index_md = psp->index_md_scalars; - class_test(psp->ic_size[index_md] != 1, - psp->error_message, - "This function has only been coded for pure adiabatic ICs, sorry."); - - /** Compute spline over ln(k) */ - class_alloc(ln_kvec, sizeof(double)*kvec_size,psp->error_message); - class_alloc(ln_pk_table, sizeof(double)*psp->ln_k_size*zvec_size,psp->error_message); - class_alloc(spline, sizeof(double)*psp->ln_k_size*zvec_size,psp->error_message); - class_alloc(pk_at_k, sizeof(double)*psp->ln_tau_size,psp->error_message); - - class_alloc(ln_pk_cb_table, sizeof(double)*psp->ln_k_size*zvec_size,psp->error_message); - class_alloc(spline_cb, sizeof(double)*psp->ln_k_size*zvec_size,psp->error_message); - class_alloc(pk_cb_at_k, sizeof(double)*psp->ln_tau_size,psp->error_message); - - /** Construct table of log(pk) on the computed k nodes but requested redshifts: */ - for (index_z=0; index_zln_k_size,ln_pk_cb_table+index_z*psp->ln_k_size), - psp->error_message, - psp->error_message); - } - else{ - class_call(spectra_pk_at_z(pba,psp, logarithmic,zvec[index_z],ln_pk_table+index_z*psp->ln_k_size, NULL,ln_pk_cb_table+index_z*psp->ln_k_size,NULL), - psp->error_message, - psp->error_message); - } - } - - class_call(array_spline_table_columns2(psp->ln_k, - psp->ln_k_size, - ln_pk_table, - zvec_size, - spline, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - - if(pba->has_ncdm){ - class_call(array_spline_table_columns2(psp->ln_k, - psp->ln_k_size, - ln_pk_cb_table, - zvec_size, - spline_cb, - _SPLINE_NATURAL_, - psp->error_message), - psp->error_message, - psp->error_message); - } - /** Construct ln(kvec): */ - for (index_k=0; index_k= psp->ln_k[0]) - break; - for (index_z = 0; index_z < zvec_size; index_z++) { - /** If needed, add some extrapolation here */ - pk_tot_out[index_z*kvec_size+index_k] = 0.; - if(pba->has_ncdm) pk_cb_tot_out[index_z*kvec_size+index_k] = 0.; - } - /** Implement some extrapolation perhaps */ - } - - /** Case kmin<=k<=kmax. Do not loop through kvec, but loop through the - interpolation nodes. */ - for (index_knode=0; index_knode < (psp->ln_k_size-1); index_knode++){ - /** Loop through k's that fall in this interval */ - //printf("index _k is %d, do we have %g < %g <%g?\n",index_k, psp->ln_k[index_knode],ln_kvec[index_k],psp->ln_k[index_knode+1]); - while ((index_k < kvec_size) && (ln_kvec[index_k] <= psp->ln_k[index_knode+1])){ - /** Perform interpolation */ - h = psp->ln_k[index_knode+1]-psp->ln_k[index_knode]; - b = (ln_kvec[index_k] - psp->ln_k[index_knode])/h; - a = 1.-b; - for (index_z = 0; index_z < zvec_size; index_z++) { - pk_tot_out[index_z*kvec_size+index_k] = - exp( - a * ln_pk_table[index_z*psp->ln_k_size + index_knode] - + b * ln_pk_table[index_z*psp->ln_k_size + index_knode+1] - + ((a*a*a-a) * spline[index_z*psp->ln_k_size + index_knode] - +(b*b*b-b) * spline[index_z*psp->ln_k_size + index_knode+1])*h*h/6.0 - ); - if(pba->has_ncdm){ - pk_cb_tot_out[index_z*kvec_size+index_k] = - exp( - a * ln_pk_cb_table[index_z*psp->ln_k_size + index_knode] - + b * ln_pk_cb_table[index_z*psp->ln_k_size + index_knode+1] - + ((a*a*a-a) * spline_cb[index_z*psp->ln_k_size + index_knode] - +(b*b*b-b) * spline_cb[index_z*psp->ln_k_size + index_knode+1])*h*h/6.0 - ); - } - } - index_k++; - } - } - - /** case k>kmax */ - while (index_khas_ncdm) pk_cb_tot_out[index_z*kvec_size+index_k] = 0.; - } - index_k++; - } - - free(ln_kvec); - free(ln_pk_table); - free(ln_pk_cb_table); - free(spline); - if(pba->has_ncdm) free(spline_cb); - free(pk_at_k); - return _SUCCESS_; -} diff --git a/source/thermodynamics.c b/source/thermodynamics.c old mode 100755 new mode 100644 index 426402f7..b5cda4a5 --- a/source/thermodynamics.c +++ b/source/thermodynamics.c @@ -1,6 +1,8 @@ /** @file thermodynamics.c Documented thermodynamics module * - * Julien Lesgourgues, 6.09.2010 + * * Julien Lesgourgues, 6.09.2010 + * * Restructured by Nils Schoeneberg and Matteo Lucca, 27.02.2019 + * * Evolver implementation by Daniel Meinert, spring 2019 * * Deals with the thermodynamical evolution. * This module has two purposes: @@ -8,112 +10,71 @@ * - at the beginning, to initialize the thermodynamics, i.e. to * integrate the thermodynamical equations, and store all * thermodynamical quantities as a function of redshift inside an - * interpolation table. The current version of recombination is - * based on RECFAST v1.5. The current version of reionization is - * based on exactly the same reionization function as in CAMB, in - * order to make allow for comparison. It should be easy to - * generalize the module to more complicated reionization histories. + * interpolation table. * * - to provide a routine which allow other modules to evaluate any * thermodynamical quantities at a given redshift value (by * interpolating within the interpolation table). * - * - * The logic is the following: - * - * - in a first step, the code assumes that there is no reionization, - * and computes the ionization fraction, Thomson scattering rate, - * baryon temperature, etc., using RECFAST. The result is stored in - * a temporary table 'recombination_table' (within a temporary - * structure of type 'recombination') for each redshift in a range 0 - * < z < z_initial. The sampling in z space is done with a simple - * linear step size. - * - in a second step, the code adds the reionization history, - * starting from a redshift z_reio_start. The ionization fraction at - * this redshift is read in the previous recombination table in - * order to ensure a perfect matching. The code computes the - * ionization fraction, Thomson scattering rate, baryon temperature, - * etc., using a given parametrization of the reionization - * history. The result is stored in a temporary table - * 'reionization_table' (within a temporary structure of type - * 'reionization') for each redshift in the range 0 < z < - * z_reio_start. The sampling in z space is found automatically, - * given the precision parameter 'reionization_sampling'. - * - * - in a third step, the code merges the two tables - * 'recombination_table' and 'reionization_table' inside the table - * 'thermodynamics_table', and the temporary structures - * 'recombination' and 'reionization' are freed. In - * 'thermodynamics_table', the sampling in z space is the one - * defined in the recombination algorithm for z_reio_start < z < - * z_initial, and the one defined in the reionization algorithm for - * 0 < z < z_reio_start. - * - * - at this stage, only a few columns in the table - * 'thermodynamics_table' have been filled. In a fourth step, the - * remaining columns are filled, using some numerical - * integration/derivation routines from the 'array.c' tools module. - * - * - small detail: one of the columns contains the maximum variation - * rate of a few relevant thermodynamical quantities. This rate - * will be used for defining automatically the sampling step size in - * the perturbation module. Hence, the exact value of this rate is - * unimportant, but its order of magnitude at a given z defines the - * sampling precision of the perturbation module. Hence, it is - * harmless to use a smoothing routine in order to make this rate - * look nicer, although this will not affect the final result - * significantly. The last step in the thermodynamics_init module is - * to perform this smoothing. + * The most important differential equations to compute the free + * electron fraction x at each step are provided either by the HyRec + * 2020 or RecFastCLASS code, located in the external/ directory. The + * thermodynamics module integrates these equations using the generic + * integrator (which can be set to ndf15, rkck4, etc.) The HyRec and + * RecFastCLASS algorithms are used and called in the same way by this + * module. * * In summary, the following functions can be called from other modules: * - * -# thermodynamics_init() at the beginning (but after background_init()) - * -# thermodynamics_at_z() at any later time - * -# thermodynamics_free() at the end, when no more calls to thermodynamics_at_z() are needed + * -# thermodynamics_init at the beginning (but after background_init) + * -# thermodynamics_at_z at any later time + * -# thermodynamics_free at the end, when no more calls to thermodynamics_at_z are needed */ #include "thermodynamics.h" -#ifdef HYREC -#include "hyrec.h" -#endif +#include "history.h" +#include "hyrectools.h" +#include "helium.h" +#include "wrap_hyrec.h" + /** * Thermodynamics quantities at given redshift z. + * Evaluates all thermodynamics quantities at a given value of the redshift by reading the pre-computed table and interpolating. * - * Evaluates all thermodynamics quantities at a given value of - * the redshift by reading the pre-computed table and interpolating. - * - * @param pba Input: pointer to background structure - * @param pth Input: pointer to the thermodynamics structure (containing pre-computed table) - * @param z Input: redshift - * @param inter_mode Input: interpolation mode (normal or growing_closeby) - * @param last_index Input/Output: index of the previous/current point in the interpolation array (input only for closeby mode, output for both) - * @param pvecback Input: vector of background quantities (used only in case z>z_initial for getting ddkappa and dddkappa; in that case, should be already allocated and filled, with format short_info or larger; in other cases, will be ignored) + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure (containing pre-computed table) + * @param z Input: redshift + * @param inter_mode Input: interpolation mode (normal or growing_closeby) + * @param last_index Input/Output: index of the previous/current point in the interpolation array (input only for closeby mode, output for both) + * @param pvecback Input: vector of background quantities (used only in case z>z_initial for getting ddkappa and dddkappa; in that case, + should be already allocated (!) and filled (!), with format short_info or larger; in other cases, will be ignored) * @param pvecthermo Output: vector of thermodynamics quantities (assumed to be already allocated) * @return the error status */ int thermodynamics_at_z( struct background * pba, - struct thermo * pth, + struct thermodynamics * pth, double z, - short inter_mode, + enum interpolation_method inter_mode, int * last_index, - double * pvecback, + double * pvecback, //should be filled for z>z_initial! double * pvecthermo ) { /** Summary: */ /** - define local variables */ - double x0; + /* Dark matter baryon scattering */ + double Vrms_idm_b2, T_diff_idm_b, m_b, FHe; + /* Varying fundamental constants */ + double sigmaTrescale = 1., alpha = 1., me = 1.; - /* - the fact that z is in the pre-computed range 0 <= z <= z_initial - will be checked in the interpolation routines below. Before - trying to interpolate, allow the routine to deal with the case z - > z_intial: then, all relevant quantities can be extrapolated + /* The fact that z is in the pre-computed range 0 <= z <= z_initial will be checked in the interpolation routines below. Before + trying to interpolate, allow the routine to deal with the case z > z_initial: then, all relevant quantities can be extrapolated using simple analytic approximations */ if (z >= pth->z_table[pth->tt_size-1]) { @@ -122,8 +83,16 @@ int thermodynamics_at_z( x0= pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_xe]; pvecthermo[pth->index_th_xe] = x0; + /* In the case of varying fundamental constants, compute correction factor (according to 1705.03925) */ + if (pth->has_varconst == _TRUE_) { + class_call(background_varconst_of_z(pba, z, &alpha, &me), + pba->error_message, + pth->error_message); + sigmaTrescale = alpha*alpha/me/me; + } + /* Calculate dkappa/dtau (dkappa/dtau = a n_e x_e sigma_T = a^{-2} n_e(today) x_e sigma_T in units of 1/Mpc) */ - pvecthermo[pth->index_th_dkappa] = (1.+z) * (1.+z) * pth->n_e * x0 * _sigma_ * _Mpc_over_m_; + pvecthermo[pth->index_th_dkappa] = (1.+z) * (1.+z) * pth->n_e * x0 * sigmaTrescale * _sigma_ * _Mpc_over_m_; /* tau_d scales like (1+z)**2 */ pvecthermo[pth->index_th_tau_d] = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_tau_d]*pow((1+z)/(1.+pth->z_table[pth->tt_size-1]),2); @@ -132,7 +101,6 @@ int thermodynamics_at_z( /* r_d scales like (1+z)**-3/2 */ pvecthermo[pth->index_th_r_d] = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_r_d]*pow((1+z)/(1.+pth->z_table[pth->tt_size-1]),-1.5); - } /* Calculate d2kappa/dtau2 = dz/dtau d/dz[dkappa/dtau] given that [dkappa/dtau] proportional to (1+z)^2 and dz/dtau = -H */ @@ -141,23 +109,27 @@ int thermodynamics_at_z( /* Calculate d3kappa/dtau3 given that [dkappa/dtau] proportional to (1+z)^2 */ pvecthermo[pth->index_th_dddkappa] = (pvecback[pba->index_bg_H]*pvecback[pba->index_bg_H]/ (1.+z) - pvecback[pba->index_bg_H_prime]) * 2. / (1.+z) * pvecthermo[pth->index_th_dkappa]; - /* \f$ exp^{-\kappa}, g, g', g'' \f$ can be set to zero: they are - used only for computing the source functions in the - perturbation module; but source functions only need to be - sampled below z_initial (the condition that - z_start_sourcesindex_th_exp_m_kappa] = 0.; pvecthermo[pth->index_th_g]=0.; pvecthermo[pth->index_th_dg]=0.; pvecthermo[pth->index_th_ddg]=0.; - /* Calculate Tb */ + /* Calculate Tb assuming Tb ~ T_g at early times */ pvecthermo[pth->index_th_Tb] = pba->T_cmb*(1.+z); + /* Tb derivative */ + pvecthermo[pth->index_th_dTb] = pba->T_cmb; + + /* Calculate baryon equation of state parameter wb = (k_B/mu) Tb */ + /* note that m_H / mu = 1 + (m_H/m_He-1) Y_p + x_e (1-Y_p) */ + pvecthermo[pth->index_th_wb] = _k_B_ / ( _c_ * _c_ * _m_H_ ) * (1. + (1./_not4_ - 1.) * pth->YHe + x0 * (1.-pth->YHe)) * pba->T_cmb * (1.+z); + /* Calculate cb2 (cb2 = (k_B/mu) Tb (1-1/3 dlnTb/dlna) = (k_B/mu) Tb (1+1/3 (1+z) dlnTb/dz)) */ /* note that m_H / mu = 1 + (m_H/m_He-1) Y_p + x_e (1-Y_p) */ - pvecthermo[pth->index_th_cb2] = _k_B_ / ( _c_ * _c_ * _m_H_ ) * (1. + (1./_not4_ - 1.) * pth->YHe + x0 * (1.-pth->YHe)) * pba->T_cmb * (1.+z) * 4. / 3.; + pvecthermo[pth->index_th_cb2] = pvecthermo[pth->index_th_wb] * 4. / 3.; /* derivatives of baryon sound speed (only computed if some non-minimal tight-coupling schemes is requested) */ if (pth->compute_cb2_derivatives == _TRUE_) { @@ -172,11 +144,87 @@ int thermodynamics_at_z( /* in this regime, variation rate = dkappa/dtau */ pvecthermo[pth->index_th_rate] = pvecthermo[pth->index_th_dkappa]; + /* Quantities related to idm */ + if (pba->has_idm == _TRUE_) { + + /* Temperature and sound speed of idm (assuming T_idm ~ T_g at early times) */ + pvecthermo[pth->index_th_T_idm] = pba->T_cmb* (1+z); + pvecthermo[pth->index_th_c2_idm] = _k_B_ * pba->T_cmb*(1+z)/(pth->m_idm*_eV_) * (1 - (1.+z)/3./pvecback[pba->index_bg_H]); + + /* For DM-g calculate at early times the optical depth parameters */ + if (pth->has_idm_g == _TRUE_) { + /* calculate dmu_idm_g and its derivatives */ + pvecthermo[pth->index_th_dmu_idm_g] = 3./8./_PI_/_G_*pow(1.+z, 2+pth->n_index_idm_g)*pba->Omega0_idm*pba->H0*pba->H0*pth->u_idm_g*pow(_c_,4)*_sigma_/1.e11/_eV_/_Mpc_over_m_; + pvecthermo[pth->index_th_ddmu_idm_g] = -(2.+pth->n_index_idm_g) * pvecback[pba->index_bg_H] * pvecback[pba->index_bg_a] * pvecthermo[pth->index_th_dmu_idm_g]; + pvecthermo[pth->index_th_dddmu_idm_g] = (2.+pth->n_index_idm_g)*pvecthermo[pth->index_th_dmu_idm_g]/(1.+z) * + (pvecback[pba->index_bg_H]*pvecback[pba->index_bg_H]/(1.+z) * (1.+pth->n_index_idm_g) - pvecback[pba->index_bg_H_prime]); + /* extrapolate optical depth of idm_g */ + if (pth->n_index_idm_g == -1){ + pvecthermo[pth->index_th_exp_mu_idm_g] = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_exp_mu_idm_g] * exp( - pvecthermo[pth->index_th_dmu_idm_g] *pow(1.+z, -2-pth->n_index_idm_g) * log((1.+z)/(1.+pth->z_table[pth->tt_size-1]))*(1.+z)*(1.+z)/pvecback[pba->index_bg_H]); + } + else{ + pvecthermo[pth->index_th_exp_mu_idm_g] = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_exp_mu_idm_g] * exp( - pvecthermo[pth->index_th_dmu_idm_g] *pow(1.+z, -2-pth->n_index_idm_g) /(1.+pth->n_index_idm_g) * (pow(1.+z,pth->n_index_idm_g+1)-pow(1.+pth->z_table[pth->tt_size-1],pth->n_index_idm_g+1))*(1.+z)*(1.+z)/pvecback[pba->index_bg_H] ); + } + } + + /* For idm_b calculate at early times the interaction rate parameters */ + if (pth->has_idm_b == _TRUE_){ + + /* some constants used in the scattering rate and temperatures */ + FHe = 1-pth->YHe; + m_b = _m_p_*_c_*_c_/_eV_; + Vrms_idm_b2 = 1.e-8; /* approximation for V_rms at early times */ + T_diff_idm_b = (pvecthermo[pth->index_th_Tb]*_k_B_/_eV_/m_b)+(pvecthermo[pth->index_th_T_idm]*_k_B_/_eV_/pth->m_idm)+(Vrms_idm_b2/3.0); /* T and m are all in eV */ + + /* Now compute the coupling coefficients */ + pvecthermo[pth->index_th_R_idm_b] = (pvecback[pba->index_bg_a]*pvecback[pba->index_bg_rho_b]*pth->cross_idm_b*pth->n_coeff_idm_b/(m_b+pth->m_idm)) + *pow(T_diff_idm_b,(pth->n_index_idm_b+1.0)/2.0)*FHe + *(3.e-4*pow(_c_,4.)/(8.*_PI_*_Mpc_over_m_*_G_*_eV_)); /* conversion coefficient for the units */ + pvecthermo[pth->index_th_dR_idm_b] = pvecthermo[pth->index_th_R_idm_b] * pvecback[pba->index_bg_a] * pvecback[pba->index_bg_H] + * ( -2. - (1.+z) * (pth->n_index_idm_b+1.0)/2.0 * (pba->T_cmb*_k_B_/_eV_/m_b + pba->T_cmb*_k_B_/_eV_/pth->m_idm)/T_diff_idm_b); + } + + /* For idm_dr calculate at early times the optical depth parameters */ + if (pth->has_idm_dr == _TRUE_){ + /* calculate dmu_idm_dr and its derivatives */ + pvecthermo[pth->index_th_dmu_idm_dr] = pth->a_idm_dr*pow((1.+z)/1.e7,pth->n_index_idm_dr)*pba->Omega0_idm*pow(pba->h,2); + pvecthermo[pth->index_th_ddmu_idm_dr] = -pvecback[pba->index_bg_H] * pth->n_index_idm_dr / (1+z) * pvecthermo[pth->index_th_dmu_idm_dr]; + pvecthermo[pth->index_th_dddmu_idm_dr] = (pvecback[pba->index_bg_H]*pvecback[pba->index_bg_H]/ (1.+z) * (pth->n_index_idm_dr - 1.) - pvecback[pba->index_bg_H_prime]) + * pth->n_index_idm_dr / (1.+z) * pvecthermo[pth->index_th_dmu_idm_dr]; + + /* extrapolate optical depth of idm_dr and idr */ + if (pth->n_index_idm_dr == 1 ){ + pvecthermo[pth->index_th_tau_idr] = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_tau_idr]+pvecthermo[pth->index_th_dmu_idm_dr] * pow(1.+z, - pth->n_index_idm_dr) * log((1.+z)/(1.+pth->z_table[pth->tt_size-1]))/(pvecback[pba->index_bg_H]/(1.+z)/(1.+z)); + } + else{ + pvecthermo[pth->index_th_tau_idr] = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_tau_idr]+pvecthermo[pth->index_th_dmu_idm_dr] * pow(1.+z, - pth->n_index_idm_dr)/(1.-pth->n_index_idm_dr) * (pow(1.+pth->z_table[pth->tt_size-1], pth->n_index_idm_dr -1) - pow(1.+z, pth->n_index_idm_dr -1))/(pvecback[pba->index_bg_H]/(1.+z)/(1.+z)); + } + + if (pth->n_index_idm_dr == 0 ){ + pvecthermo[pth->index_th_tau_idm_dr] = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_tau_idm_dr]+pvecthermo[pth->index_th_dmu_idm_dr] * pow(1.+z, - pth->n_index_idm_dr) * 4./3. * pba->Omega0_idr/pba->Omega0_idm * log((1.+z)/(1.+pth->z_table[pth->tt_size-1]))/(pvecback[pba->index_bg_H]/(1.+z)/(1.+z)); + } + else{ + pvecthermo[pth->index_th_tau_idm_dr] = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_tau_idm_dr]+pvecthermo[pth->index_th_dmu_idm_dr] * pow(1.+z, - pth->n_index_idm_dr) * 4./3. * pba->Omega0_idr/pba->Omega0_idm /(-pth->n_index_idm_dr) * (pow(1.+pth->z_table[pth->tt_size-1], pth->n_index_idm_dr) - pow(1.+z, pth->n_index_idm_dr))/(pvecback[pba->index_bg_H]/(1.+z)/(1.+z)); + } + + /* extrapolate idm_dr visibility function */ + pvecthermo[pth->index_th_g_idm_dr] = pvecthermo[pth->index_th_dmu_idm_dr] * 4./3. * pba->Omega0_idr/pba->Omega0_idm * (1.+z) * exp(-pvecthermo[pth->index_th_tau_idm_dr]); + } + + } + + /* Quantities related to idr */ + if (pba->has_idr == _TRUE_) { + + /* Use the temperature scaling assumed throughout */ + pvecthermo[pth->index_th_T_idr] = pba->T_idr* (1+z); + + /* calculate dmu_idr (self interaction) */ + pvecthermo[pth->index_th_dmu_idr] = pth->b_idr*pow((1.+z)/1.e7,pth->n_index_idm_dr)*pba->Omega0_idr*pow(pba->h,2); + } } - /** - interpolate in table with array_interpolate_spline() (normal - mode) or array_interpolate_spline_growing_closeby() (closeby - mode) */ + /** - interpolate in table with array_interpolate_spline (normal mode) or array_interpolate_spline_growing_closeby (closeby mode) */ else { @@ -184,8 +232,7 @@ int thermodynamics_at_z( if (((pth->reio_parametrization == reio_half_tanh) && (z < 2*pth->z_reio)) || ((pth->reio_parametrization == reio_inter) && (z < 50.))) { - class_call(array_interpolate_linear( - pth->z_table, + class_call(array_interpolate_linear(pth->z_table, pth->tt_size, pth->thermodynamics_table, pth->th_size, @@ -201,10 +248,9 @@ int thermodynamics_at_z( /* in the "normal" case, use spline interpolation */ else { - if (inter_mode == pth->inter_normal) { + if (inter_mode == inter_normal) { - class_call(array_interpolate_spline( - pth->z_table, + class_call(array_interpolate_spline(pth->z_table, pth->tt_size, pth->thermodynamics_table, pth->d2thermodynamics_dz2_table, @@ -218,10 +264,9 @@ int thermodynamics_at_z( pth->error_message); } - if (inter_mode == pth->inter_closeby) { + if (inter_mode == inter_closeby) { - class_call(array_interpolate_spline_growing_closeby( - pth->z_table, + class_call(array_interpolate_spline_growing_closeby(pth->z_table, pth->tt_size, pth->thermodynamics_table, pth->d2thermodynamics_dz2_table, @@ -241,967 +286,363 @@ int thermodynamics_at_z( } /** - * Initialize the thermo structure, and in particular the + * Initialize the thermodynamics structure, and in particular the * thermodynamics interpolation table. * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param pth Input/Output: pointer to initialized thermo structure + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermodynamics structure * @return the error status */ + int thermodynamics_init( struct precision * ppr, struct background * pba, - struct thermo * pth + struct thermodynamics * pth ) { /** Summary: */ /** - define local variables */ - /* index running over time*/ - int index_tau; - /* temporary variables related to visibility function */ - double g; - /* vector of background values for calling background_at_tau() */ + /* vector of background values for calling background_at_tau */ double * pvecback; - /* index for calling background_at_tau() */ - int last_index_back; - /* temporary table of values of tau associated with z values in pth->z_table */ - double * tau_table; - /* same ordered in growing time rather than growing redshift */ - double * tau_table_growing; - /* conformal time of reionization */ - double tau_reio; - /* R = (3./4.)*(rho_b/rho_g) */ - double R; - /* structures for storing temporarily information on recombination - and reionization */ - struct recombination reco; - struct reionization reio; - struct recombination * preco; - struct reionization * preio; - - double tau; - double g_max; - int index_tau_max; - /** - initialize pointers, allocate background vector */ + /* structures for storing temporarily information on recombination and reionization */ + struct thermo_workspace * ptw; - preco=&reco; - preio=&reio; - class_alloc(pvecback,pba->bg_size*sizeof(double),pba->error_message); + pth->has_idm_g = pba->has_idm && (pth->u_idm_g > 0.); + pth->has_idm_dr = pba->has_idm && (pba->has_idr && pth->a_idm_dr > 0.); + pth->has_idm_b = pba->has_idm && (pth->cross_idm_b > 0.); + + /** - update the user about which recombination code is being run */ + if (pth->thermodynamics_verbose > 0) { + switch (pth->recombination) { + + case recfast: + printf("Computing thermodynamics using RecFastCLASS (based on v1.5)\n"); + break; + + case hyrec: + printf("Computing thermodynamics using HyRec 2020\n"); + break; + + default: + class_stop(pth->error_message,"pth->recombination=%d different from all known cases",pth->recombination); + break; + } + } - if (pth->thermodynamics_verbose > 0) - printf("Computing thermodynamics"); + /** - set flag for varying constants */ + pth->has_varconst = pba->has_varconst; - /** - compute and check primordial Helium fraction */ + /** - compute and check primordial Helium mass fraction rho_He/(rho_H+rho_He) */ - /* Y_He */ - if (pth->YHe == _BBN_) { + if (pth->YHe == _YHE_BBN_) { class_call(thermodynamics_helium_from_bbn(ppr,pba,pth), pth->error_message, pth->error_message); - if (pth->thermodynamics_verbose > 0) - printf(" with Y_He=%.4f\n",pth->YHe); } - else { - if (pth->thermodynamics_verbose > 0) - printf("\n"); + if (pth->thermodynamics_verbose > 0) { + printf(" -> with primordial helium mass fraction Y_He = %.4f\n",pth->YHe); } - class_test((pth->YHe < _YHE_SMALL_)||(pth->YHe > _YHE_BIG_), - pth->error_message, - "Y_He=%g out of bounds (%gYHe,_YHE_SMALL_,_YHE_BIG_); - - /** - check energy injection parameters */ - - class_test((pth->annihilation<0), - pth->error_message, - "annihilation parameter cannot be negative"); - - class_test((pth->annihilation>1.e-4), - pth->error_message, - "annihilation parameter suspiciously large (%e, while typical bounds are in the range of 1e-7 to 1e-6)", - pth->annihilation); - - class_test((pth->annihilation_variation>0), - pth->error_message, - "annihilation variation parameter must be negative (decreasing annihilation rate)"); - - class_test((pth->annihilation_z<0), - pth->error_message, - "characteristic annihilation redshift cannot be negative"); + /** - infer primordial helium-to-hydrogen nucleon ratio n_He/n_H + * It is calculated via n_He/n_H = rho_He/(m_He/m_H * rho_H) = YHe * rho_b / (m_He/m_H * (1-YHe) rho_b) = YHe / (m_He/m_H * (1-YHe))*/ + pth->fHe = pth->YHe/(_not4_ *(1.-pth->YHe)); - class_test((pth->annihilation_zmin<0), - pth->error_message, - "characteristic annihilation redshift cannot be negative"); + /** - infer number of hydrogen nuclei today in m**-3 */ + pth->n_e = 3.*pow(pba->H0 * _c_ / _Mpc_over_m_,2)*pba->Omega0_b/(8.*_PI_*_G_*_m_H_)*(1.-pth->YHe); - class_test((pth->annihilation_zmax<0), + /** - test whether all parameters are in the correct regime */ + class_call(thermodynamics_checks(ppr,pba,pth), pth->error_message, - "characteristic annihilation redshift cannot be negative"); + pth->error_message); - class_test((pth->annihilation>0)&&(pba->has_cdm==_FALSE_), - pth->error_message, - "CDM annihilation effects require the presence of CDM!"); + /** - allocate and assign all temporary structures and indices */ + class_alloc(ptw, sizeof(struct thermo_workspace), pth->error_message); - class_test((pth->annihilation_f_halo>0) && (pth->recombination==recfast), + /* in the case of idm, we need to adapt the start of integration time, + to be sure we capture the time at which the two species are still coupled. + This is after thermo_workspace was allocated to set the has_ap_idmtca flag*/ + class_call(thermodynamics_obtain_z_ini(ppr,pba,pth, ptw), pth->error_message, - "Switching on DM annihilation in halos requires using HyRec instead of RECFAST. Otherwise some values go beyond their range of validity in the RECFAST fits, and the thermodynamics module fails. Two solutions: add 'recombination = HyRec' to your input, or set 'annihilation_f_halo = 0.' (default)."); + pth->error_message); - class_test((pth->annihilation_f_halo<0), + class_call(thermodynamics_workspace_init(ppr,pba,pth,ptw), pth->error_message, - "Parameter for DM annihilation in halos cannot be negative"); + pth->error_message); - class_test((pth->annihilation_z_halo<0), + class_call(thermodynamics_indices(pba,pth,ptw), pth->error_message, - "Parameter for DM annihilation in halos cannot be negative"); + pth->error_message); - if (pth->thermodynamics_verbose > 0) - if ((pth->annihilation >0) && (pth->reio_parametrization == reio_none) && (ppr->recfast_Heswitch >= 3) && (pth->recombination==recfast)) - printf("Warning: if you have DM annihilation and you use recfast with option recfast_Heswitch >= 3, then the expression for CfHe_t and dy[1] becomes undefined at late times, producing nan's. This is however masked by reionization if you are not in reio_none mode."); + class_alloc(pvecback,pba->bg_size*sizeof(double),pba->error_message); - class_test((pth->decay<0), + class_call(thermodynamics_lists(ppr,pba,pth,ptw), pth->error_message, - "decay parameter cannot be negative"); + pth->error_message); - class_test((pth->decay>0)&&(pba->has_cdm==_FALSE_), - pth->error_message, - "CDM decay effects require the presence of CDM!"); + /** - initialize injection struct (not temporary) */ + if (pth->has_exotic_injection == _TRUE_) { + class_call(injection_init(ppr, + pba, + pth), + (pth->in).error_message, + pth->error_message); + } - /* tests in order to prevent segmentation fault in the following */ - class_test(_not4_ == 0., - pth->error_message, - "stop to avoid division by zero"); - class_test(pth->YHe == 1., + /** - assign reionisation parameters */ + class_call(thermodynamics_set_parameters_reionization(ppr, + pba, + pth, + ptw->ptrp), pth->error_message, - "stop to avoid division by zero"); - - /** - assign values to all indices in the structures with thermodynamics_indices()*/ + pth->error_message); - class_call(thermodynamics_indices(pth,preco,preio), + /** - solve recombination and reionization and store values of \f$ z, x_e, d \kappa / d \tau, T_b, c_b^2 \f$ */ + class_call(thermodynamics_solve(ppr,pba,pth,ptw,pvecback), pth->error_message, pth->error_message); - /** - solve recombination and store values of \f$ z, x_e, d \kappa / d \tau, T_b, c_b^2 \f$ with thermodynamics_recombination() */ + /** - the differential equation system is now completely solved */ - class_call(thermodynamics_recombination(ppr,pba,pth,preco,pvecback), + /** - fill missing columns (quantities not computed during the differential evolution but related) */ + class_call(thermodynamics_calculate_remaining_quantities(ppr,pba,pth,pvecback), pth->error_message, pth->error_message); - /** - if there is reionization, solve reionization and store values of \f$ z, x_e, d \kappa / d \tau, T_b, c_b^2 \f$ with thermodynamics_reionization()*/ - - if (pth->reio_parametrization != reio_none) { - class_call(thermodynamics_reionization(ppr,pba,pth,preco,preio,pvecback), + /** - write information on thermal history in standard output */ + if (pth->thermodynamics_verbose > 0) { + class_call(thermodynamics_output_summary(pba,pth), pth->error_message, pth->error_message); } - else { - preio->rt_size=0; - preio->index_reco_when_reio_start=-1; - } - /** - merge tables in recombination and reionization structures into - a single table in thermo structure */ - - class_call(thermodynamics_merge_reco_and_reio(ppr,pth,preco,preio), + /** - free workspace and local variables */ + class_call(thermodynamics_workspace_free(pth,ptw), pth->error_message, pth->error_message); - /** - compute table of corresponding conformal times */ + free(pvecback); + + return _SUCCESS_; +} - class_alloc(tau_table,pth->tt_size*sizeof(double),pth->error_message); - for (index_tau=0; index_tau < pth->tt_size; index_tau++) { - class_call(background_tau_of_z(pba, - pth->z_table[index_tau], - tau_table+index_tau), - pba->error_message, +/** + * Free all memory space allocated by thermodynamics_init. + * + * @param pth Input/Output: pointer to thermodynamics structure (to be freed) + * @return the error status + */ +int thermodynamics_free( + struct thermodynamics * pth + ) { + + if (pth->has_exotic_injection == _TRUE_) { + /* Free all injection-related functions */ + class_call(injection_free(pth), + (pth->in).error_message, pth->error_message); } - /** - store initial value of conformal time in the structure */ + /* Free thermodynamics-related functions */ + free(pth->z_table); + free(pth->tau_table); + free(pth->thermodynamics_table); + free(pth->d2thermodynamics_dz2_table); - pth->tau_ini = tau_table[pth->tt_size-1]; + class_call(thermodynamics_free_input(pth), + pth->error_message, + pth->error_message); - /** - fill missing columns (quantities not computed previously but related) */ + return _SUCCESS_; +} +/** + * Free all memory space allocated by input.c for the thermodynamics module. + * + * @param pth Input/Output: pointer to thermodynamics structure (to be freed) + * @return the error status + */ +int thermodynamics_free_input( + struct thermodynamics * pth + ) { - /** - --> baryon drag interaction rate time minus one, -[1/R * kappa'], with R = 3 rho_b / 4 rho_gamma, stored temporarily in column ddkappa */ + switch(pth->reio_parametrization){ + + case reio_none: + case reio_camb: + case reio_half_tanh: + default: + /* nothing to be read*/ + break; + + case reio_bins_tanh: + /* Read */ + free(pth->binned_reio_z); + free(pth->binned_reio_xe); + break; + + case reio_many_tanh: + /* Read */ + free(pth->many_tanh_z); + free(pth->many_tanh_xe); + break; + + /** 8.d) reionization parameters if reio_parametrization=reio_many_tanh */ + case reio_inter: + /* Read */ + free(pth->reio_inter_z); + free(pth->reio_inter_xe); + break; - last_index_back = pba->bg_size-1; + } - for (index_tau=0; index_tau < pth->tt_size; index_tau++) { + return _SUCCESS_; +} +/** + * Infer the primordial helium mass fraction from standard BBN + * calculations, as a function of the baryon density and expansion + * rate during BBN. + * + * This module is simpler then the one used in arXiv:0712.2826 because + * it neglects the impact of a possible significant chemical + * potentials for electron neutrinos. The full code with xi_nu_e could + * be introduced here later. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermodynamics structure + * @return the error status + */ +int thermodynamics_helium_from_bbn( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth + ) { - class_call(background_at_tau(pba, - tau_table[index_tau], - pba->normal_info, - pba->inter_closeby, - &last_index_back, - pvecback), - pba->error_message, - pth->error_message); + /** Summary: */ - R = 3./4.*pvecback[pba->index_bg_rho_b]/pvecback[pba->index_bg_rho_g]; + /** Define local variables */ + FILE * fA; + char line[_LINE_LENGTH_MAX_]; + char * left; - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddkappa] = - -1./R*pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa]; + int num_omegab=0; + int num_deltaN=0; - } + double * omegab=NULL; + double * deltaN=NULL; + double * YHe=NULL; + double * ddYHe=NULL; + double * YHe_at_deltaN=NULL; + double * ddYHe_at_deltaN=NULL; - /** - --> second derivative of this rate, -[1/R * kappa']'', stored temporarily in column dddkappa */ - class_call(array_spline_table_line_to_line(tau_table, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_ddkappa, - pth->index_th_dddkappa, - _SPLINE_EST_DERIV_, - pth->error_message), - pth->error_message, - pth->error_message); + int array_line=0; + double DeltaNeff; + double omega_b; + int last_index; + double Neff_bbn, z_bbn, * pvecback; - /** - --> compute tau_d = [int_{tau_today}^{tau} dtau -dkappa_d/dtau] */ - class_call(array_integrate_spline_table_line_to_line(tau_table, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_ddkappa, - pth->index_th_dddkappa, - pth->index_th_tau_d, - pth->error_message), - pth->error_message, - pth->error_message); + /** - Infer effective number of neutrinos at the time of BBN */ + class_alloc(pvecback,pba->bg_size*sizeof(double),pba->error_message); - /* the temporary quantities stored in columns ddkappa and dddkappa - will not be used anymore, they will be overwritten */ + /** - We randomly choose 0.1 MeV to be the temperature of BBN */ + z_bbn = 0.1*1e6/(_eV_over_Kelvin_*pba->T_cmb)-1.0; - /** - --> compute r_d = 2pi/k_d = 2pi * [int_{tau_ini}^{tau} dtau (1/kappa') (R^2+4/5(1+R))/(1+R^2)/6 ]^1/2 (see e.g. Wayne Hu's thesis eq. (5.59) */ + class_call(background_at_z(pba, + z_bbn, + long_info, + inter_normal, + &last_index, + pvecback), + pba->error_message, + pth->error_message); - if (pth->compute_damping_scale == _TRUE_) { + Neff_bbn = (pvecback[pba->index_bg_Omega_r] + *pvecback[pba->index_bg_rho_crit] + -pvecback[pba->index_bg_rho_g]) + /(7./8.*pow(4./11.,4./3.)*pvecback[pba->index_bg_rho_g]); - class_alloc(tau_table_growing,pth->tt_size*sizeof(double),pth->error_message); - /* compute integrand 1/kappa' (R^2+4/5(1+R))/(1+R^2)/6 and store temporarily in column "ddkappa" */ - for (index_tau=0; index_tau < pth->tt_size; index_tau++) { + // printf("Neff early = %g, Neff at bbn: %g\n",pba->Neff,Neff_bbn); - tau_table_growing[index_tau]=tau_table[pth->tt_size-1-index_tau]; + /** - compute Delta N_eff as defined in bbn file, i.e. \f$ \Delta N_{eff}=0\f$ means \f$ N_{eff}=3.046\f$. + * Note that even if 3.044 is a better default value, we must keep 3.046 here as long as the BBN file we are + * using has been computed assuming 3.046. + */ + DeltaNeff = Neff_bbn - 3.046; - class_call(background_at_tau(pba, - tau_table_growing[index_tau], - pba->normal_info, - pba->inter_closeby, - &last_index_back, - pvecback), - pba->error_message, - pth->error_message); + /* the following file is assumed to contain (apart from comments and blank lines): + - the two numbers (num_omegab, num_deltaN) = number of values of BBN free parameters + - three columns (omegab, deltaN, YHe) where omegab = Omega0_b h^2 and deltaN = Neff-3.046 by definition + - omegab and deltaN are assumed to be arranged as: + omegab1 deltaN1 YHe + omegab2 deltaN1 YHe + ..... + omegab1 delatN2 YHe + omegab2 deltaN2 YHe + ..... + */ - R = 3./4.*pvecback[pba->index_bg_rho_b]/pvecback[pba->index_bg_rho_g]; + class_open(fA,ppr->sBBN_file, "r",pth->error_message); - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddkappa] = - 1./pth->thermodynamics_table[(pth->tt_size-1-index_tau)*pth->th_size+pth->index_th_dkappa] - *(R*R+4./5.*(1.+R))/(1.+R*R)/6.; + /* go through each line */ + while (fgets(line,_LINE_LENGTH_MAX_-1,fA) != NULL) { + /* eliminate blank spaces at beginning of line */ + left=line; + while (left[0]==' ') { + left++; } - /* compute second derivative of integrand 1/kappa' and store temporarily in column "dddkappa" */ - class_call(array_spline_table_line_to_line(tau_table_growing, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_ddkappa, - pth->index_th_dddkappa, - _SPLINE_EST_DERIV_, - pth->error_message), - pth->error_message, - pth->error_message); - - /* compute integrated quantity r_d^2 and store temporarily in column "g" */ - class_call(array_integrate_spline_table_line_to_line(tau_table_growing, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_ddkappa, - pth->index_th_dddkappa, - pth->index_th_g, - pth->error_message), - pth->error_message, - pth->error_message); - - free(tau_table_growing); + /* check that the line is neither blank neither a comment. In ASCII, left[0]>39 means that first non-blank character might + be the beginning of some data (it is not a newline, a #, a %, etc.) */ + if (left[0] > 39) { - /* an analytic calculation shows that in the early - radiation-dominated and ionized universe, when kappa' is - proportional to (1+z)^2 and tau is proportional to the scale - factor, the integral is equal to eta/(3 kappa')*2./15. So - [tau_ini/3/kappa'_ini*2./15.] should be added to the integral in - order to account for the integration between 0 and tau_ini */ + /* if the line contains data, we must interpret it. If (num_omegab, num_deltaN)=(0,0), the current line must contain + their values. Otherwise, it must contain (omegab, delatN, YHe). */ + if ((num_omegab==0) && (num_deltaN==0)) { - /* compute r_d */ - for (index_tau=0; index_tau < pth->tt_size; index_tau++) { + /* read (num_omegab, num_deltaN), infer size of arrays and allocate them */ + class_test(sscanf(line,"%d %d",&num_omegab,&num_deltaN) != 2, + pth->error_message, + "could not read value of parameters (num_omegab,num_deltaN) in file %s\n",ppr->sBBN_file); - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_r_d] = - 2.*_PI_*sqrt(tau_table[pth->tt_size-1]/3. - /pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_dkappa]*2./15. - +pth->thermodynamics_table[(pth->tt_size-1-index_tau)*pth->th_size+pth->index_th_g]); + class_alloc(omegab,num_omegab*sizeof(double),pth->error_message); + class_alloc(deltaN,num_deltaN*sizeof(double),pth->error_message); + class_alloc(YHe,num_omegab*num_deltaN*sizeof(double),pth->error_message); + class_alloc(ddYHe,num_omegab*num_deltaN*sizeof(double),pth->error_message); + class_alloc(YHe_at_deltaN,num_omegab*sizeof(double),pth->error_message); + class_alloc(ddYHe_at_deltaN,num_omegab*sizeof(double),pth->error_message); + array_line=0; - } + } + else{ + /* read (omegab, deltaN, YHe) */ + class_test(sscanf(line,"%lg %lg %lg",&(omegab[array_line%num_omegab]), + &(deltaN[array_line/num_omegab]), + &(YHe[array_line]) + ) != 3, + pth->error_message, + "could not read value of parameters (omegab,deltaN,YHe) in file %s\n",ppr->sBBN_file); + array_line ++; + } + } } - /** - --> second derivative with respect to tau of dkappa (in view of spline interpolation) */ - class_call(array_spline_table_line_to_line(tau_table, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_dkappa, - pth->index_th_dddkappa, - _SPLINE_EST_DERIV_, - pth->error_message), - pth->error_message, - pth->error_message); - - /** - --> first derivative with respect to tau of dkappa (using spline interpolation) */ - class_call(array_derive_spline_table_line_to_line(tau_table, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_dkappa, - pth->index_th_dddkappa, - pth->index_th_ddkappa, - pth->error_message), - pth->error_message, - pth->error_message); - - /** - --> compute -kappa = [int_{tau_today}^{tau} dtau dkappa/dtau], store temporarily in column "g" */ - class_call(array_integrate_spline_table_line_to_line(tau_table, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_dkappa, - pth->index_th_dddkappa, - pth->index_th_g, - pth->error_message), - pth->error_message, - pth->error_message); - - /** - --> derivatives of baryon sound speed (only computed if some non-minimal tight-coupling schemes is requested) */ - if (pth->compute_cb2_derivatives == _TRUE_) { - - /** - ---> second derivative with respect to tau of cb2 */ - class_call(array_spline_table_line_to_line(tau_table, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_cb2, - pth->index_th_ddcb2, - _SPLINE_EST_DERIV_, - pth->error_message), - pth->error_message, - pth->error_message); - - - /** - ---> first derivative with respect to tau of cb2 (using spline interpolation) */ - class_call(array_derive_spline_table_line_to_line(tau_table, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->index_th_cb2, - pth->index_th_ddcb2, - pth->index_th_dcb2, - pth->error_message), - pth->error_message, - pth->error_message); - } - - free(tau_table); - - /** - --> compute visibility: \f$ g= (d \kappa/d \tau) e^{- \kappa} \f$ */ - - /* loop on z (decreasing z, increasing time) */ - for (index_tau=pth->tt_size-1; index_tau>=0; index_tau--) { - - /** - ---> compute g */ - g = pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa] * - exp(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]); - - /** - ---> compute exp(-kappa) */ - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_exp_m_kappa] = - exp(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]); - - /** - ---> compute g' (the plus sign of the second term is correct, see def of -kappa in thermodynamics module!) */ - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dg] = - (pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddkappa] + - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa] * - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa]) * - exp(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]); - - /** - ---> compute g'' */ - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddg] = - (pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dddkappa] + - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa] * - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddkappa] * 3. + - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa] * - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa] * - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa]) * - exp(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]); - - /** - ---> store g */ - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g] = g; - - /** - ---> compute variation rate */ - class_test(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa] == 0., - pth->error_message, - "variation rate diverges"); - - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_rate] = - sqrt(pow(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa],2) - +pow(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddkappa]/ - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa],2) - +fabs(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dddkappa]/ - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa])); - - } - - /** - smooth the rate (details of smoothing unimportant: only the - order of magnitude of the rate matters) */ - class_call(array_smooth(pth->thermodynamics_table, - pth->th_size, - pth->tt_size, - pth->index_th_rate, - ppr->thermo_rate_smoothing_radius, - pth->error_message), - pth->error_message, - pth->error_message); - - /** - fill tables of second derivatives with respect to z (in view of spline interpolation) */ - - class_call(array_spline_table_lines(pth->z_table, - pth->tt_size, - pth->thermodynamics_table, - pth->th_size, - pth->d2thermodynamics_dz2_table, - _SPLINE_EST_DERIV_, - pth->error_message), - pth->error_message, - pth->error_message); - - /** - find maximum of g */ - - index_tau=pth->tt_size-1; - while (pth->z_table[index_tau]>_Z_REC_MAX_) { - index_tau--; - } - - class_test(pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_g] > - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g], - pth->error_message, - "found a recombination redshift greater or equal to the maximum value imposed in thermodynamics.h, z_rec_max=%g",_Z_REC_MAX_); - - while (pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_g] < - pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]) { - index_tau--; - } - - g_max = pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]; - index_tau_max = index_tau; - - /* approximation for maximum of g, using cubic interpolation, assuming equally spaced z's */ - pth->z_rec=pth->z_table[index_tau+1]+0.5*(pth->z_table[index_tau+1]-pth->z_table[index_tau])*(pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_g]-pth->thermodynamics_table[(index_tau+2)*pth->th_size+pth->index_th_g])/(pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_g]-2.*pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_g]+pth->thermodynamics_table[(index_tau+2)*pth->th_size+pth->index_th_g]); - - class_test(pth->z_rec+ppr->smallest_allowed_variation >= _Z_REC_MAX_, - pth->error_message, - "found a recombination redshift greater or equal to the maximum value imposed in thermodynamics.h, z_rec_max=%g",_Z_REC_MAX_); - - class_test(pth->z_rec-ppr->smallest_allowed_variation <= _Z_REC_MIN_, - pth->error_message, - "found a recombination redshift smaller or equal to the maximum value imposed in thermodynamics.h, z_rec_min=%g",_Z_REC_MIN_); - - /** - find conformal recombination time using background_tau_of_z() **/ - - class_call(background_tau_of_z(pba,pth->z_rec,&(pth->tau_rec)), - pba->error_message, - pth->error_message); - - class_call(background_at_tau(pba,pth->tau_rec, pba->long_info, pba->inter_normal, &last_index_back, pvecback), - pba->error_message, - pth->error_message); - - pth->rs_rec=pvecback[pba->index_bg_rs]; - pth->ds_rec=pth->rs_rec*pba->a_today/(1.+pth->z_rec); - pth->da_rec=pvecback[pba->index_bg_ang_distance]; - pth->ra_rec=pth->da_rec*(1.+pth->z_rec)/pba->a_today; - pth->angular_rescaling=pth->ra_rec/(pba->conformal_age-pth->tau_rec); - - /** - find damping scale at recombination (using linear interpolation) */ - - if (pth->compute_damping_scale == _TRUE_) { - - pth->rd_rec = (pth->z_table[index_tau+1]-pth->z_rec)/(pth->z_table[index_tau+1]-pth->z_table[index_tau])*pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_r_d] - +(pth->z_rec-pth->z_table[index_tau])/(pth->z_table[index_tau+1]-pth->z_table[index_tau])*pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_r_d]; - - } - - /** - find time (always after recombination) at which tau_c/tau - falls below some threshold, defining tau_free_streaming */ - - class_call(background_tau_of_z(pba,pth->z_table[index_tau],&tau), - pba->error_message, - pth->error_message); - - while (1./pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_dkappa]/tau - < ppr->radiation_streaming_trigger_tau_c_over_tau) { - - index_tau--; - - class_call(background_tau_of_z(pba,pth->z_table[index_tau],&tau), - pba->error_message, - pth->error_message); - - } - - pth->tau_free_streaming = tau; - - /** - find baryon drag time (when tau_d crosses one, using linear - interpolation) and sound horizon at that time */ - - index_tau=0; - while ((pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_tau_d] < 1.) && (index_tau < pth->tt_size)) - index_tau++; - - pth->z_d = pth->z_table[index_tau-1]+ - (1.-pth->thermodynamics_table[(index_tau-1)*pth->th_size+pth->index_th_tau_d]) - /(pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_tau_d]-pth->thermodynamics_table[(index_tau-1)*pth->th_size+pth->index_th_tau_d]) - *(pth->z_table[index_tau]-pth->z_table[index_tau-1]); - - class_call(background_tau_of_z(pba,pth->z_d,&(pth->tau_d)), - pba->error_message, - pth->error_message); - - class_call(background_at_tau(pba,pth->tau_d, pba->long_info, pba->inter_normal, &last_index_back, pvecback), - pba->error_message, - pth->error_message); - - pth->rs_d=pvecback[pba->index_bg_rs]; - pth->ds_d=pth->rs_d*pba->a_today/(1.+pth->z_d); - - /** - find time above which visibility falls below a given fraction of its maximum */ - - index_tau=index_tau_max; - while ((pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_g] > - g_max * ppr->neglect_CMB_sources_below_visibility) - && (index_tau > 0)) - index_tau--; - - class_call(background_tau_of_z(pba,pth->z_table[index_tau],&(pth->tau_cut)), - pba->error_message, - pth->error_message); - - /** - if verbose flag set to next-to-minimum value, print the main results */ - - if (pth->thermodynamics_verbose > 0) { - printf(" -> recombination at z = %f\n",pth->z_rec); - printf(" corresponding to conformal time = %f Mpc\n",pth->tau_rec); - printf(" with comoving sound horizon = %f Mpc\n",pth->rs_rec); - printf(" angular diameter distance = %f Mpc\n",pth->da_rec); - printf(" and sound horizon angle 100*theta_s = %f\n",100.*pth->rs_rec/pth->ra_rec); - if (pth->compute_damping_scale == _TRUE_) { - printf(" and with comoving photon damping scale = %f Mpc\n",pth->rd_rec); - printf(" or comoving damping wavenumber k_d = %f 1/Mpc\n",2.*_PI_/pth->rd_rec); - } - printf(" -> baryon drag stops at z = %f\n",pth->z_d); - printf(" corresponding to conformal time = %f Mpc\n",pth->tau_d); - printf(" with comoving sound horizon rs = %f Mpc\n",pth->rs_d); - if ((pth->reio_parametrization == reio_camb) || (pth->reio_parametrization == reio_half_tanh)) { - if (pth->reio_z_or_tau==reio_tau) - printf(" -> reionization at z = %f\n",pth->z_reio); - if (pth->reio_z_or_tau==reio_z) - printf(" -> reionization with optical depth = %f\n",pth->tau_reio); - class_call(background_tau_of_z(pba,pth->z_reio,&tau_reio), - pba->error_message, - pth->error_message); - printf(" corresponding to conformal time = %f Mpc\n",tau_reio); - } - if (pth->reio_parametrization == reio_bins_tanh) { - printf(" -> binned reionization gives optical depth = %f\n",pth->tau_reio); - } - if (pth->reio_parametrization == reio_many_tanh) { - printf(" -> many-step reionization gives optical depth = %f\n",pth->tau_reio); - } - if (pth->reio_parametrization == reio_inter) { - printf(" -> interpolated reionization history gives optical depth = %f\n",pth->tau_reio); - } - if (pth->thermodynamics_verbose > 1) { - printf(" -> free-streaming approximation can be turned on as soon as tau=%g Mpc\n", - pth->tau_free_streaming); - } - } - - free(pvecback); - - return _SUCCESS_; -} - -/** - * Free all memory space allocated by thermodynamics_init(). - * - * - * @param pth Input/Output: pointer to thermo structure (to be freed) - * @return the error status - */ - -int thermodynamics_free( - struct thermo * pth - ) { - - free(pth->z_table); - free(pth->thermodynamics_table); - free(pth->d2thermodynamics_dz2_table); - - return _SUCCESS_; -} - -/** - * Assign value to each relevant index in vectors of thermodynamical quantities, - * as well as in vector containing reionization parameters. - * - * - * @param pth Input/Output: pointer to thermo structure - * @param preco Input/Output: pointer to recombination structure - * @param preio Input/Output: pointer to reionization structure - * @return the error status - */ - -int thermodynamics_indices( - struct thermo * pth, - struct recombination * preco, - struct reionization * preio - ) { - - /** Summary: */ - - /** - define local variables */ - - /* a running index for the vector of thermodynamics quantities */ - int index; - - /** - initialization of all indices and flags in thermo structure */ - index = 0; - - pth->index_th_xe = index; - index++; - pth->index_th_dkappa = index; - index++; - pth->index_th_tau_d = index; - index++; - pth->index_th_ddkappa = index; - index++; - pth->index_th_dddkappa = index; - index++; - pth->index_th_exp_m_kappa = index; - index++; - pth->index_th_g = index; - index++; - pth->index_th_dg = index; - index++; - pth->index_th_ddg = index; - index++; - pth->index_th_Tb = index; - index++; - pth->index_th_cb2 = index; - index++; - - /* derivatives of baryon sound speed (only computed if some non-minimal tight-coupling schemes is requested) */ - if (pth->compute_cb2_derivatives == _TRUE_) { - pth->index_th_dcb2 = index; - index++; - pth->index_th_ddcb2 = index; - index++; - } - - pth->index_th_rate = index; - index++; - - if (pth->compute_damping_scale == _TRUE_) { - pth->index_th_r_d = index; - index++; - } - - /* end of indices */ - pth->th_size = index; - - /** - initialization of all indices and flags in recombination structure */ - index = 0; - - preco->index_re_z = index; - index++; - preco->index_re_xe = index; - index++; - preco->index_re_dkappadtau = index; - index++; - preco->index_re_Tb = index; - index++; - preco->index_re_cb2 = index; - index++; - - /* end of indices */ - preco->re_size = index; - - /** - initialization of all indices and flags in reionization structure */ - index = 0; - - preio->index_re_z = index; - index++; - preio->index_re_xe = index; - index++; - preio->index_re_Tb = index; - index++; - preio->index_re_cb2 = index; - index++; - preio->index_re_dkappadtau = index; - index++; - preio->index_re_dkappadz = index; - index++; - preio->index_re_d3kappadz3 = index; - index++; - - /* end of indices */ - preio->re_size = index; - - /** - same with parameters of the function \f$ X_e(z)\f$ */ - - index=0; - - preio->index_reio_start = index; - index++; - - /* case where x_e(z) taken like in CAMB (other cases can be added) */ - if ((pth->reio_parametrization == reio_camb) || (pth->reio_parametrization == reio_half_tanh)) { - - preio->index_reio_redshift = index; - index++; - preio->index_reio_exponent = index; - index++; - preio->index_reio_width = index; - index++; - preio->index_reio_xe_before = index; - index++; - preio->index_reio_xe_after = index; - index++; - preio->index_helium_fullreio_fraction = index; - index++; - preio->index_helium_fullreio_redshift = index; - index++; - preio->index_helium_fullreio_width = index; - index++; - - } - - /* case where x_e(z) is binned */ - if (pth->reio_parametrization == reio_bins_tanh) { - - /* the code will not only copy here the "bin centers" passed in - input. It will add an initial and final value for (z,xe). So - this array has a dimension bigger than the bin center array */ - - preio->reio_num_z=pth->binned_reio_num+2; /* add two values: beginning and end of reio */ - - preio->index_reio_first_z = index; - index+= preio->reio_num_z; - preio->index_reio_first_xe = index; - index+= preio->reio_num_z; - preio->index_reio_step_sharpness = index; - index++; - - } - - /* case where x_e(z) has many tanh jumps */ - if (pth->reio_parametrization == reio_many_tanh) { - - /* the code will not only copy here the "jump centers" passed in - input. It will add an initial and final value for (z,xe). So - this array has a dimension bigger than the jump center array */ - - preio->reio_num_z=pth->many_tanh_num+2; /* add two values: beginning and end of reio */ - - preio->index_reio_first_z = index; - index+= preio->reio_num_z; - preio->index_reio_first_xe = index; - index+= preio->reio_num_z; - preio->index_reio_step_sharpness = index; - index++; - - } - - /* case where x_e(z) must be interpolated */ - if (pth->reio_parametrization == reio_inter) { - - preio->reio_num_z=pth->reio_inter_num; - - preio->index_reio_first_z = index; - index+= preio->reio_num_z; - preio->index_reio_first_xe = index; - index+= preio->reio_num_z; - - } - - preio->reio_num_params = index; - - /* flags for calling the interpolation routine */ - - pth->inter_normal=0; - pth->inter_closeby=1; - - return _SUCCESS_; -} - -/** - * Infer the primordial helium fraction from standard BBN, as a - * function of the baryon density and expansion rate during BBN. - * - * This module is simpler then the one used in arXiv:0712.2826 because - * it neglects the impact of a possible significant chemical - * potentials for electron neutrinos. The full code with xi_nu_e could - * be introduced here later. - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param pth Input/Output: pointer to initialized thermo structure - * @return the error status - */ -int thermodynamics_helium_from_bbn( - struct precision * ppr, - struct background * pba, - struct thermo * pth - ) { - - FILE * fA; - char line[_LINE_LENGTH_MAX_]; - char * left; - - int num_omegab=0; - int num_deltaN=0; - - double * omegab=NULL; - double * deltaN=NULL; - double * YHe=NULL; - double * ddYHe=NULL; - double * YHe_at_deltaN=NULL; - double * ddYHe_at_deltaN=NULL; - - int array_line=0; - double DeltaNeff; - double omega_b; - int last_index; - double Neff_bbn, z_bbn, tau_bbn, *pvecback; - - /**Summary: */ - /** - Infer effective number of neutrinos at the time of BBN */ - class_alloc(pvecback,pba->bg_size*sizeof(double),pba->error_message); - - /** - 8.6173e-11 converts from Kelvin to MeV. We randomly choose 0.1 MeV to be the temperature of BBN */ - z_bbn = 0.1/(8.6173e-11*pba->T_cmb)-1.0; - - class_call(background_tau_of_z(pba, - z_bbn, - &tau_bbn), - pba->error_message, - pth->error_message); - - class_call(background_at_tau(pba, - tau_bbn, - pba->long_info, - pba->inter_normal, - &last_index, - pvecback), - pba->error_message, - pth->error_message); - - Neff_bbn = (pvecback[pba->index_bg_Omega_r] - *pvecback[pba->index_bg_rho_crit] - -pvecback[pba->index_bg_rho_g]) - /(7./8.*pow(4./11.,4./3.)*pvecback[pba->index_bg_rho_g]); - - free(pvecback); - - // printf("Neff early = %g, Neff at bbn: %g\n",pba->Neff,Neff_bbn); - - /** - compute Delta N_eff as defined in bbn file, i.e. \f$ \Delta N_{eff}=0\f$ means \f$ N_{eff}=3.046\f$ */ - DeltaNeff = Neff_bbn - 3.046; - - /* the following file is assumed to contain (apart from comments and blank lines): - - the two numbers (num_omegab, num_deltaN) = number of values of BBN free parameters - - three columns (omegab, deltaN, YHe) where omegab = Omega0_b h^2 and deltaN = Neff-3.046 by definition - - omegab and deltaN are assumed to be arranged as: - omegab1 deltaN1 YHe - omegab2 deltaN1 YHe - ..... - omegab1 delatN2 YHe - omegab2 deltaN2 YHe - ..... - */ - - class_open(fA,ppr->sBBN_file, "r",pth->error_message); - - /* go through each line */ - while (fgets(line,_LINE_LENGTH_MAX_-1,fA) != NULL) { - - /* eliminate blank spaces at beginning of line */ - left=line; - while (left[0]==' ') { - left++; - } - - /* check that the line is neither blank neither a comment. In - ASCII, left[0]>39 means that first non-blank character might - be the beginning of some data (it is not a newline, a #, a %, - etc.) */ - if (left[0] > 39) { - - /* if the line contains data, we must interpret it. If - (num_omegab, num_deltaN)=(0,0), the current line must contain - their values. Otherwise, it must contain (omegab, delatN, - YHe). */ - if ((num_omegab==0) && (num_deltaN==0)) { - - /* read (num_omegab, num_deltaN), infer size of arrays and allocate them */ - class_test(sscanf(line,"%d %d",&num_omegab,&num_deltaN) != 2, - pth->error_message, - "could not read value of parameters (num_omegab,num_deltaN) in file %s\n",ppr->sBBN_file); - - class_alloc(omegab,num_omegab*sizeof(double),pth->error_message); - class_alloc(deltaN,num_deltaN*sizeof(double),pth->error_message); - class_alloc(YHe,num_omegab*num_deltaN*sizeof(double),pth->error_message); - class_alloc(ddYHe,num_omegab*num_deltaN*sizeof(double),pth->error_message); - class_alloc(YHe_at_deltaN,num_omegab*sizeof(double),pth->error_message); - class_alloc(ddYHe_at_deltaN,num_omegab*sizeof(double),pth->error_message); - array_line=0; - - } - else { - - /* read (omegab, deltaN, YHe) */ - class_test(sscanf(line,"%lg %lg %lg", - &(omegab[array_line%num_omegab]), - &(deltaN[array_line/num_omegab]), - &(YHe[array_line]) - ) != 3, - pth->error_message, - "could not read value of parameters (omegab,deltaN,YHe) in file %s\n",ppr->sBBN_file); - array_line ++; - } - } - } - - fclose(fA); - - /** - spline in one dimension (along deltaN) */ - class_call(array_spline_table_lines(deltaN, - num_deltaN, - YHe, - num_omegab, - ddYHe, - _SPLINE_NATURAL_, - pth->error_message), + fclose(fA); + + /** - spline in one dimension (along deltaN) */ + class_call(array_spline_table_lines(deltaN, + num_deltaN, + YHe, + num_omegab, + ddYHe, + _SPLINE_NATURAL_, + pth->error_message), pth->error_message, pth->error_message); @@ -1266,2425 +707,3659 @@ int thermodynamics_helium_from_bbn( pth->error_message, pth->error_message); - /** - deallocate arrays */ - free(omegab); - free(deltaN); - free(YHe); - free(ddYHe); - free(YHe_at_deltaN); - free(ddYHe_at_deltaN); + /** - Take into account impact of varying alpha on helium fraction */ + if (pth->has_varconst == _TRUE_) { + pth->YHe *= pth->bbn_alpha_sensitivity * (pvecback[pba->index_bg_varc_alpha]-1.)+1.; + } + + /** - deallocate arrays */ + free(omegab); + free(deltaN); + free(YHe); + free(ddYHe); + free(YHe_at_deltaN); + free(ddYHe_at_deltaN); + free(pvecback); + + return _SUCCESS_; +} + +/** + * Check the thermodynamics structure parameters for bounds and critical values. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to initialized thermodynamics structure + * @return the error status + */ + +int thermodynamics_checks( + struct precision * ppr, + struct background* pba, + struct thermodynamics * pth + ) { + + /** Summary: */ + + /** - check BBN Y_He fracion */ + class_test((pth->YHe < _YHE_SMALL_)||(pth->YHe > _YHE_BIG_), + pth->error_message, + "Y_He=%g out of bounds (%gYHe,_YHE_SMALL_,_YHE_BIG_); + + /** - tests in order to prevent divisions by zero */ + class_test(pth->YHe == 1., + pth->error_message, + "stop to avoid division by zero"); + + /** - test initial condition for recombination */ + class_test(ppr->thermo_z_initial < ppr->recfast_z_He_3, + pth->error_message, + "increase z_initial in order to start before HeliumIII recombination"); + + return _SUCCESS_; +} + +/** + * Initialize the thermodynamics workspace. + * + * The workspace contains the arrays used for solving differential + * equations (dubbed thermo_diffeq_workspace), and storing all + * approximations, reionization parameters, heating parameters. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param ptw Input/Output: pointer to thermodynamics workspace + * @return the error status + */ + +int thermodynamics_workspace_init( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace * ptw + ) { + + /** Summary: */ + + /** Define local variables */ + int index_ap; + /* for varying fundamental constants */ + double alpha = 1., me = 1.; + + /** - number of z values */ + ptw->Nz_reco_lin = ppr->thermo_Nz_lin; + ptw->Nz_reco_log = ppr->thermo_Nz_log; + ptw->Nz_reco = ptw->Nz_reco_lin + ptw->Nz_reco_log; + ptw->Nz_reio = ppr->reionization_z_start_max / ppr->reionization_sampling; + ptw->Nz_tot = ptw->Nz_reio + ptw->Nz_reco; + + /** - relevant cosmological parameters */ + + /* primordial helium mass fraction */ + ptw->YHe = pth->YHe; + /* primordial helium-to-hydrogen nucleon ratio */ + ptw->fHe = pth->fHe; + /* Hubble parameter today in SI units */ + ptw->SIunit_H0 = pba->H0 * _c_ / _Mpc_over_m_; + /* H number density today in SI units*/ + ptw->SIunit_nH0 = 3.*ptw->SIunit_H0*ptw->SIunit_H0*pba->Omega0_b/(8.*_PI_*_G_*_m_H_)*(1.-ptw->YHe); + /* CMB temperature today in Kelvin */ + ptw->Tcmb = pba->T_cmb; + + /** - relevant constants */ + + /* Prefactor in non-relativistic number density for temperature -- (2*pi*m_e) and unit conversion */ + ptw->const_NR_numberdens = 2.*_PI_*(_m_e_/_h_P_)*(_k_B_/_h_P_); + /* Ionization energy for HI -- temperature equivalent in Kelvin */ + ptw->const_Tion_H = _h_P_*_c_*_L_H_ion_/_k_B_; + /* Ionization energy for HeI -- temperature equivalent in Kelvin */ + ptw->const_Tion_HeI = _h_P_*_c_*_L_He1_ion_/_k_B_; + /* Ionization energy for HeII -- temperature equivalent in Kelvin */ + ptw->const_Tion_HeII = _h_P_*_c_*_L_He2_ion_/_k_B_; + + /* the field reionization_optical_depth is computed and filled later */ + + /** - Allocate and initialize differential equation workspace */ + class_alloc(ptw->ptdw, + sizeof(struct thermo_diffeq_workspace), + pth->error_message); + + // Initialize ionisation fraction. + ptw->ptdw->x_reio = 1.+2.*ptw->fHe; + ptw->ptdw->x_noreio = 1.+2.*ptw->fHe; + + /** - define approximations */ + index_ap=0; + /* Approximations have to appear in chronological order here! */ + class_define_index(ptw->ptdw->index_ap_idmtca,ptw->has_ap_idmtca,index_ap,1); //DM tight coupling (assumed always before any recombination phases) + class_define_index(ptw->ptdw->index_ap_brec,_TRUE_,index_ap,1); // before H- and He-recombination + class_define_index(ptw->ptdw->index_ap_He1,_TRUE_,index_ap,1); // during 1st He-recombination (HeIII) + class_define_index(ptw->ptdw->index_ap_He1f,_TRUE_,index_ap,1); // in between 1st and 2nd He recombination + class_define_index(ptw->ptdw->index_ap_He2,_TRUE_,index_ap,1); // beginning of 2nd He-recombination (HeII) + class_define_index(ptw->ptdw->index_ap_H,_TRUE_,index_ap,1); // beginning of H-recombination (HI) + class_define_index(ptw->ptdw->index_ap_frec,_TRUE_,index_ap,1); // during and after full H- and HeII-recombination + class_define_index(ptw->ptdw->index_ap_reio,_TRUE_,index_ap,1); // during reionization + ptw->ptdw->ap_size=index_ap; + + /* Set correct initial approximation scheme */ + ptw->ptdw->ap_current = ptw->ptdw->index_ap_brec; + if (ptw->has_ap_idmtca == _TRUE_) + ptw->ptdw->ap_current = ptw->ptdw->index_ap_idmtca; + + /** - store all ending redshifts for each approximation */ + class_alloc(ptw->ptdw->ap_z_limits,ptw->ptdw->ap_size*sizeof(double),pth->error_message); + + if (ptw->has_ap_idmtca == _TRUE_) + ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_idmtca] = ptw->z_ap_idmtca; + ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_brec] = + ppr->recfast_z_He_1+ppr->recfast_delta_z_He_1; // beginning 1st He-recombination + ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_He1] = + ppr->recfast_z_He_2+ppr->recfast_delta_z_He_2; // end 1st He-recombination + ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_He1f] = + ppr->recfast_z_He_3+ppr->recfast_delta_z_He_3; // beginning 2nd He-recombination + ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_He2] = + ppr->recfast_z_early_H_recombination; // beginning early H-recombination + ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_H] = + ppr->recfast_z_full_H_recombination; // beginning full recombination equations + ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_frec] = + ppr->reionization_z_start_max; // beginning reionization + ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_reio] = 0.0; // today + + /** - Rescale these redshifts in case of varying fundamental constants */ + if (pth->has_varconst == _TRUE_) { + for (index_ap=0;index_apptdw->ap_size;++index_ap){ + class_call(background_varconst_of_z(pba,ptw->ptdw->ap_z_limits[index_ap], &alpha, &me), + pba->error_message, + pth->error_message); + ptw->ptdw->ap_z_limits[index_ap]*=me*alpha*alpha; + } + } + + /** - store smoothing deltas for transitions at the beginning of each aproximation */ + class_alloc(ptw->ptdw->ap_z_limits_delta,ptw->ptdw->ap_size*sizeof(double),pth->error_message); + + if (ptw->has_ap_idmtca == _TRUE_) + ptw->ptdw->ap_z_limits_delta[ptw->ptdw->index_ap_idmtca] = 0.; + ptw->ptdw->ap_z_limits_delta[ptw->ptdw->index_ap_brec] = 0.; + ptw->ptdw->ap_z_limits_delta[ptw->ptdw->index_ap_He1] = ppr->recfast_delta_z_He_1; + ptw->ptdw->ap_z_limits_delta[ptw->ptdw->index_ap_He1f] = ppr->recfast_delta_z_He_2; + ptw->ptdw->ap_z_limits_delta[ptw->ptdw->index_ap_He2] = ppr->recfast_delta_z_He_3; + ptw->ptdw->ap_z_limits_delta[ptw->ptdw->index_ap_H] = ppr->recfast_delta_z_early_H_recombination; + ptw->ptdw->ap_z_limits_delta[ptw->ptdw->index_ap_frec] = ppr->recfast_delta_z_full_H_recombination; + ptw->ptdw->ap_z_limits_delta[ptw->ptdw->index_ap_reio] = ppr->recfast_delta_z_reio; + + /* With recombination computed by HyRec or Recfast, we need to allocate and initialize the wrappers */ + + switch (pth->recombination) { + + case hyrec: + class_alloc(ptw->ptdw->phyrec, + sizeof(struct thermohyrec), + pth->error_message); + + ptw->ptdw->phyrec->thermohyrec_verbose = pth->hyrec_verbose; + class_call(thermodynamics_hyrec_init(ppr,pba,pth,ptw->SIunit_nH0,pba->T_cmb,ptw->fHe, ptw->ptdw->ap_z_limits[ptw->ptdw->index_ap_brec],ptw->ptdw->phyrec), + ptw->ptdw->phyrec->error_message, + pth->error_message); + break; + + case recfast: + class_alloc(ptw->ptdw->precfast, + sizeof(struct thermorecfast), + pth->error_message); + + class_call(recfast_init(ppr,pba,pth,ptw->ptdw->precfast,pth->recfast_photoion_mode,ptw->fHe), + ptw->ptdw->precfast->error_message, + pth->error_message); + + break; + } + + /** - Allocate reionisation parameter workspace */ + class_alloc(ptw->ptrp, + sizeof(struct thermo_reionization_parameters), + pth->error_message); return _SUCCESS_; } /** - * In case of non-minimal cosmology, this function determines the - * energy rate injected in the IGM at a given redshift z (= on-the-spot - * annihilation). This energy injection may come e.g. from dark matter - * annihilation or decay. - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param preco Input: pointer to recombination structure - * @param z Input: redshift - * @param energy_rate Output: energy density injection rate - * @param error_message Output: error message + * Assign value to each relevant index in vectors of thermodynamical + * quantities, and the reionization parameters + * + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to thermodynamics structure + * @param ptw Input/Output: pointer to thermo workspace * @return the error status */ -int thermodynamics_onthespot_energy_injection( - struct precision * ppr, - struct background * pba, - struct recombination * preco, - double z, - double * energy_rate, - ErrorMsg error_message - ) { +int thermodynamics_indices( + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace * ptw + ) { + + /** Summary: */ - double annihilation_at_z; - double rho_cdm_today; - double u_min; - double erfc; + /** - define local variables */ + struct thermo_reionization_parameters* ptrp = ptw->ptrp; + /* a running index for the vector of thermodynamics quantities */ + int index_th; + /* a running index for the vector of reionization parameters */ + int index_re; + + /** - initialization of all indices and flags in thermodynamics structure */ + index_th = 0; + + /* Free electron fraction */ + class_define_index(pth->index_th_xe,_TRUE_,index_th,1); + /* Optical depth and related quantities */ + class_define_index(pth->index_th_dkappa,_TRUE_,index_th,1); + class_define_index(pth->index_th_ddkappa,_TRUE_,index_th,1); + class_define_index(pth->index_th_dddkappa,_TRUE_,index_th,1); + class_define_index(pth->index_th_exp_m_kappa,_TRUE_,index_th,1); + /* Visibility function + derivatives */ + class_define_index(pth->index_th_g,_TRUE_,index_th,1); + class_define_index(pth->index_th_dg,_TRUE_,index_th,1); + class_define_index(pth->index_th_ddg,_TRUE_,index_th,1); + /* Baryon quantities, Temperature, Sound Speed, Drag time end */ + class_define_index(pth->index_th_Tb,_TRUE_,index_th,1); + class_define_index(pth->index_th_dTb,_TRUE_,index_th,1); + class_define_index(pth->index_th_wb,_TRUE_,index_th,1); + class_define_index(pth->index_th_cb2,_TRUE_,index_th,1); + class_define_index(pth->index_th_tau_d,_TRUE_,index_th,1); + /* Derivatives of baryon sound speed (only computed if some non-minimal tight-coupling schemes is requested) */ + class_define_index(pth->index_th_dcb2,pth->compute_cb2_derivatives,index_th,1); + class_define_index(pth->index_th_ddcb2,pth->compute_cb2_derivatives,index_th,1); + + /* idm quantities */ + if (pba->has_idm == _TRUE_) { + /* global quantities */ + class_define_index(pth->index_th_T_idm, pba->has_idm, index_th, 1); + class_define_index(pth->index_th_c2_idm, pba->has_idm, index_th, 1); + /* idm-b quantities */ + class_define_index(pth->index_th_R_idm_b,pth->has_idm_b,index_th,1); + class_define_index(pth->index_th_dR_idm_b,pth->has_idm_b,index_th,1); + class_define_index(pth->index_th_ddR_idm_b,pth->has_idm_b,index_th,1); + /* idm-g quantities */ + class_define_index(pth->index_th_dmu_idm_g,pth->has_idm_g, index_th, 1); + class_define_index(pth->index_th_ddmu_idm_g,pth->has_idm_g, index_th, 1); + class_define_index(pth->index_th_dddmu_idm_g,pth->has_idm_g, index_th, 1); + class_define_index(pth->index_th_exp_mu_idm_g,pth->has_idm_g, index_th, 1); + /* idm-dr quantities */ + class_define_index(pth->index_th_dmu_idm_dr,pth->has_idm_dr, index_th, 1); + class_define_index(pth->index_th_ddmu_idm_dr,pth->has_idm_dr, index_th, 1); + class_define_index(pth->index_th_dddmu_idm_dr,pth->has_idm_dr, index_th, 1); + class_define_index(pth->index_th_tau_idm_dr,pth->has_idm_dr, index_th, 1); + class_define_index(pth->index_th_tau_idr,pth->has_idm_dr, index_th, 1); + class_define_index(pth->index_th_g_idm_dr,pth->has_idm_dr, index_th, 1); + } + /* idr quantities */ + if (pba->has_idr == _TRUE_) { + class_define_index(pth->index_th_T_idr,pba->has_idr, index_th, 1); + class_define_index(pth->index_th_dmu_idr,pba->has_idr, index_th, 1); + } - /*redshift-dependent annihilation parameter*/ + /* Quantity defining the stepsize in perturbations.c */ + class_define_index(pth->index_th_rate,_TRUE_,index_th,1); + /* Damping scale */ + class_define_index(pth->index_th_r_d,pth->compute_damping_scale,index_th,1); - if (z>preco->annihilation_zmax) { + /* end of thermodynamics indices */ - annihilation_at_z = preco->annihilation* - exp(-preco->annihilation_variation*pow(log((preco->annihilation_z+1.)/(preco->annihilation_zmax+1.)),2)); - } - else if (z>preco->annihilation_zmin) { + pth->th_size = index_th; - annihilation_at_z = preco->annihilation* - exp(preco->annihilation_variation*(-pow(log((preco->annihilation_z+1.)/(preco->annihilation_zmax+1.)),2) - +pow(log((z+1.)/(preco->annihilation_zmax+1.)),2))); - } - else { + /** - initialization of all indices of parameters of reionization function */ - annihilation_at_z = preco->annihilation* - exp(preco->annihilation_variation*(-pow(log((preco->annihilation_z+1.)/(preco->annihilation_zmax+1.)),2) - +pow(log((preco->annihilation_zmin+1.)/(preco->annihilation_zmax+1.)),2))); - } + index_re=0; - rho_cdm_today = pow(pba->H0*_c_/_Mpc_over_m_,2)*3/8./_PI_/_G_*pba->Omega0_cdm*_c_*_c_; /* energy density in J/m^3 */ + class_define_index(ptrp->index_re_reio_start,_TRUE_,index_re,1); - u_min = (1+z)/(1+preco->annihilation_z_halo); + switch (pth->reio_parametrization) { - erfc = pow(1.+0.278393*u_min+0.230389*u_min*u_min+0.000972*u_min*u_min*u_min+0.078108*u_min*u_min*u_min*u_min,-4); + /* case with no reionization requested */ + case reio_none: + class_define_index(ptrp->index_re_xe_before,_TRUE_,index_re,1); + break; - *energy_rate = pow(rho_cdm_today,2)/_c_/_c_*pow((1+z),3)* - (pow((1.+z),3)*annihilation_at_z+preco->annihilation_f_halo*erfc) - +rho_cdm_today*pow((1+z),3)*preco->decay; - /* energy density rate in J/m^3/s (remember that annihilation_at_z is in m^3/s/Kg and decay in s^-1) */ + /* case where x_e(z) taken like in CAMB (other cases can be added) */ + case reio_camb: + case reio_half_tanh: + class_define_index(ptrp->index_re_reio_redshift,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_reio_exponent,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_reio_width,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_xe_before,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_xe_after,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_helium_fullreio_fraction,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_helium_fullreio_redshift,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_helium_fullreio_width,_TRUE_,index_re,1); + break; - return _SUCCESS_; + /* case where x_e(z) is interpolated by tanh between plateaux */ + case reio_bins_tanh: -} + /* the code will not only copy here the "bin centers" passed in input. It will add an initial and final value for (z,xe). So + this array has a dimension bigger than the bin center array */ -/** - * In case of non-minimal cosmology, this function determines the - * effective energy rate absorbed by the IGM at a given redshift - * (beyond the on-the-spot annihilation). This energy injection may - * come e.g. from dark matter annihilation or decay. - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param preco Input: pointer to recombination structure - * @param z Input: redshift - * @param energy_rate Output: energy density injection rate - * @param error_message Output: error message - * @return the error status - */ + ptrp->re_z_size=pth->binned_reio_num+2; /* add two values: beginning and end of reio */ -int thermodynamics_energy_injection( - struct precision * ppr, - struct background * pba, - struct recombination * preco, - double z, - double * energy_rate, - ErrorMsg error_message - ) { + class_define_index(ptrp->index_re_first_z,_TRUE_,index_re,ptrp->re_z_size); + class_define_index(ptrp->index_re_first_xe,_TRUE_,index_re,ptrp->re_z_size); + class_define_index(ptrp->index_re_step_sharpness,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_xe_before,_TRUE_,index_re,1); + break; - double zp,dz; - double integrand,first_integrand; - double factor,result; - double nH0; - double onthespot; + /* case where x_e(z) is interpolated by tanh between knots */ + case reio_many_tanh: - if (preco->annihilation > 0) { + /* the code will not only copy here the "jump centers" passed in input. It will add an initial and final value for (z,xe). So + this array has a dimension bigger than the jump center array */ - if (preco->has_on_the_spot == _FALSE_) { + ptrp->re_z_size=pth->many_tanh_num+2; /* add two values: beginning and end of reio */ - /* number of hydrogen nuclei today in m**-3 */ - nH0 = 3.*preco->H0*preco->H0*pba->Omega0_b/(8.*_PI_*_G_*_m_H_)*(1.-preco->YHe); + class_define_index(ptrp->index_re_first_z,_TRUE_,index_re,ptrp->re_z_size); + class_define_index(ptrp->index_re_first_xe,_TRUE_,index_re,ptrp->re_z_size); + class_define_index(ptrp->index_re_step_sharpness,_TRUE_,index_re,1); + class_define_index(ptrp->index_re_xe_before,_TRUE_,index_re,1); + break; - /* factor = c sigma_T n_H(0) / (H(0) \sqrt(Omega_m)) (dimensionless) */ - factor = _sigma_ * nH0 / pba->H0 * _Mpc_over_m_ / sqrt(pba->Omega0_b+pba->Omega0_cdm); + /* case where x_e(z) is linearly interpolated between knots */ + case reio_inter: - /* integral over z'(=zp) with step dz */ - dz=1.; + ptrp->re_z_size=pth->reio_inter_num; - /* first point in trapezoidal integral */ - zp = z; - class_call(thermodynamics_onthespot_energy_injection(ppr,pba,preco,zp,&onthespot,error_message), - error_message, - error_message); - first_integrand = factor*pow(1+z,8)/pow(1+zp,7.5)*exp(2./3.*factor*(pow(1+z,1.5)-pow(1+zp,1.5)))*onthespot; // beware: versions before 2.4.3, there were wrong exponents: 6 and 5.5 instead of 8 and 7.5 - result = 0.5*dz*first_integrand; + class_define_index(ptrp->index_re_first_z,_TRUE_,index_re,ptrp->re_z_size); + class_define_index(ptrp->index_re_first_xe,_TRUE_,index_re,ptrp->re_z_size); + class_define_index(ptrp->index_re_xe_before,_TRUE_,index_re,1); + break; - /* other points in trapezoidal integral */ - do { + default: + class_stop(pth->error_message, + "value of reio_parametrization=%d unclear",pth->reio_parametrization); + break; + } + ptrp->re_size = index_re; - zp += dz; - class_call(thermodynamics_onthespot_energy_injection(ppr,pba,preco,zp,&onthespot,error_message), - error_message, - error_message); - integrand = factor*pow(1+z,8)/pow(1+zp,7.5)*exp(2./3.*factor*(pow(1+z,1.5)-pow(1+zp,1.5)))*onthespot; // beware: versions before 2.4.3, there were wrong exponents: 6 and 5.5 instead of 8 and 7.5 - result += dz*integrand; + return _SUCCESS_; - } while (integrand/first_integrand > 0.02); +} - /* uncomment these lines if you also want to compute the on-the-spot for comparison */ - class_call(thermodynamics_onthespot_energy_injection(ppr,pba,preco,z,&onthespot,error_message), - error_message, - error_message); +/** + * Initialize the lists (of redshift, tau, etc.) of the thermodynamics struct + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to thermodynamics structure + * @param ptw Input: pointer to thermo workspace + * @return the error status + */ - } - else { - class_call(thermodynamics_onthespot_energy_injection(ppr,pba,preco,z,&result,error_message), - error_message, - error_message); - } +int thermodynamics_lists( + struct precision * ppr, + struct background* pba, + struct thermodynamics* pth, + struct thermo_workspace* ptw + ) { - /* these test lines print the energy rate rescaled by (1+z)^6 in J/m^3/s, with or without the on-the-spot approximation */ - /* - fprintf(stdout,"%e %e %e \n", - 1.+z, - result/pow(1.+z,6), - onthespot/pow(1.+z,6)); - */ + /** Summary: */ - /* effective energy density rate in J/m^3/s */ - *energy_rate = result; + /** Define local variables */ + int index_tau, index_z; + double zinitial,zlinear; + pth->tt_size = ptw->Nz_tot; + + /** - allocate tables*/ + class_alloc(pth->tau_table,pth->tt_size*sizeof(double),pth->error_message); + class_alloc(pth->z_table,pth->tt_size*sizeof(double),pth->error_message); + class_alloc(pth->thermodynamics_table,pth->th_size*pth->tt_size*sizeof(double),pth->error_message); + class_alloc(pth->d2thermodynamics_dz2_table,pth->th_size*pth->tt_size*sizeof(double),pth->error_message); + + /** - define time sampling */ + + /* Initial z, and the z at which we switch to linear sampling */ + zinitial = ppr->thermo_z_initial; + zlinear = ppr->thermo_z_linear; + + /* -> Between z_initial and z_linear, we use the spacing of recombination sampling */ + for (index_z=0; index_z Nz_reco_log; index_z++) { + pth->z_table[(pth->tt_size-1) - index_z] = -(-exp((log(zinitial)-log(zlinear))*(double)(ptw->Nz_reco_log-1-index_z) / (double)(ptw->Nz_reco_log-1)+log(zlinear))); } - else { - *energy_rate = 0.; + + /* -> Between z_linear and reionization_z_start_max, we use the spacing of recombination sampling */ + for (index_z=0; index_z Nz_reco_lin; index_z++) { + pth->z_table[(pth->tt_size-1)-(index_z+ptw->Nz_reco_log)] = -(-(zlinear-ppr->reionization_z_start_max) * (double)(ptw->Nz_reco_lin-1-index_z) / (double)(ptw->Nz_reco_lin) - ppr->reionization_z_start_max); } - return _SUCCESS_; + /* -> Between reionization_z_start_max and 0, we use the spacing of reionization sampling, leaving out the first point to not double-count it */ + for (index_z=0; index_z Nz_reio; index_z++) { + pth->z_table[(pth->tt_size-1)-(index_z+ptw->Nz_reco)] = -(-ppr->reionization_z_start_max * (double)(ptw->Nz_reio-1-index_z) / (double)(ptw->Nz_reio)); + } + + for (index_tau=0; index_tau < pth->tt_size; index_tau++) { + class_call(background_tau_of_z(pba, + pth->z_table[index_tau], + pth->tau_table+index_tau), + pba->error_message, + pth->error_message); + } + + /** - store initial value of conformal time in the structure */ + pth->tau_ini = pth->tau_table[pth->tt_size-1]; + return _SUCCESS_; } /** - * This subroutine contains the reionization function \f$ X_e(z) \f$ - * (one for each scheme; so far, only the function corresponding to - * the reio_camb scheme is coded) + * This routine initializes reionization_parameters for the chosen scheme of reionization function. * - * @param z Input: redshift - * @param pth Input: pointer to thermo structure, to know which scheme is used - * @param preio Input: pointer to reionization structure, containing the parameters of the function \f$ X_e(z) \f$ - * @param xe Output: \f$ X_e(z) \f$ + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param preio Input/Output: pointer to the reionization parameters structure + * @return the error status */ -int thermodynamics_reionization_function( - double z, - struct thermo * pth, - struct reionization * preio, - double * xe - ) { +int thermodynamics_set_parameters_reionization( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct thermo_reionization_parameters * preio + ) { /** Summary: */ - /** - define local variables */ - double argument; - int i; - double z_jump; + /** Define local variables */ + int bin; + int point; + double xe_input,xe_actual,z_sup; - int jump; - double center,before, after,width,one_jump; + /** - allocate the vector of parameters defining the function \f$ X_e(z) \f$ */ + class_alloc(preio->reionization_parameters,preio->re_size*sizeof(double),pth->error_message); - /** - implementation of ionization function similar to the one in CAMB */ + class_test(ppr->reionization_sampling <= 0.0, + pth->error_message, + "stop to avoid division by zero. Reionization stepsize has to be larger than zero"); - if ((pth->reio_parametrization == reio_camb) || (pth->reio_parametrization == reio_half_tanh)) { + switch (pth->reio_parametrization) { - /** - --> case z > z_reio_start */ + /** - (a) no reionization */ + case reio_none: + preio->reionization_parameters[preio->index_re_reio_start] = 0.; + break; - if (z > preio->reionization_parameters[preio->index_reio_start]) { + /** - (b) if reionization implemented like in CAMB, or half tanh like in 1209.0247 */ + case reio_camb: + case reio_half_tanh: - *xe = preio->reionization_parameters[preio->index_reio_xe_before]; + /** - --> set values of these parameters, excepted those depending on the reionization redshift */ + if (pth->reio_parametrization == reio_camb) { + /* xe_after_reio: H + singly ionized He (checked before that denominator is non-zero) */ + preio->reionization_parameters[preio->index_re_xe_after] = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); + } + if (pth->reio_parametrization == reio_half_tanh) { + /* xe_after_reio: neglect He ionization */ + preio->reionization_parameters[preio->index_re_xe_after] = 1.; + //+ 2*pth->YHe/(_not4_*(1.-pth->YHe)); /* xe_after_reio: H + fully ionized He */ } - else { + preio->reionization_parameters[preio->index_re_reio_exponent] = pth->reionization_exponent; /* reio_exponent */ + preio->reionization_parameters[preio->index_re_reio_width] = pth->reionization_width; /* reio_width */ + preio->reionization_parameters[preio->index_re_helium_fullreio_fraction] = pth->YHe/(_not4_*(1.-pth->YHe)); /* helium_fullreio_fraction (checked before that denominator is non-zero) */ + preio->reionization_parameters[preio->index_re_helium_fullreio_redshift] = pth->helium_fullreio_redshift; /* helium_fullreio_redshift */ + preio->reionization_parameters[preio->index_re_helium_fullreio_width] = pth->helium_fullreio_width; /* helium_fullreio_width */ - /** - --> case z < z_reio_start: hydrogen contribution (tanh of complicated argument) */ + class_test(preio->reionization_parameters[preio->index_re_reio_exponent]==0, + pth->error_message, + "stop to avoid division by zero"); + + class_test(preio->reionization_parameters[preio->index_re_reio_width]==0, + pth->error_message, + "stop to avoid division by zero"); + + class_test(preio->reionization_parameters[preio->index_re_helium_fullreio_width]==0, + pth->error_message, + "stop to avoid division by zero"); + + /** - --> if reionization redshift given as an input, initialize the remaining values*/ + + if (pth->reio_z_or_tau == reio_z) { - argument = (pow((1.+preio->reionization_parameters[preio->index_reio_redshift]), - preio->reionization_parameters[preio->index_reio_exponent]) - - pow((1.+z),preio->reionization_parameters[preio->index_reio_exponent])) - /(preio->reionization_parameters[preio->index_reio_exponent] - /* no possible segmentation fault: checked to be non-zero in thermodynamics_reionization() */ - *pow((1.+preio->reionization_parameters[preio->index_reio_redshift]), - (preio->reionization_parameters[preio->index_reio_exponent]-1.))) - /preio->reionization_parameters[preio->index_reio_width]; - /* no possible segmentation fault: checked to be non-zero in thermodynamics_reionization() */ + /* reionization redshift */ + preio->reionization_parameters[preio->index_re_reio_redshift] = pth->z_reio; + + /* infer starting redshift for hydrogen */ if (pth->reio_parametrization == reio_camb) { - *xe = (preio->reionization_parameters[preio->index_reio_xe_after] - -preio->reionization_parameters[preio->index_reio_xe_before]) - *(tanh(argument)+1.)/2. - +preio->reionization_parameters[preio->index_reio_xe_before]; + + preio->reionization_parameters[preio->index_re_reio_start] = preio->reionization_parameters[preio->index_re_reio_redshift]+ + ppr->reionization_start_factor*pth->reionization_width; + + /* if starting redshift for helium is larger, take that one (does not happen in realistic models) */ + if (preio->reionization_parameters[preio->index_re_reio_start] < + pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width) + + preio->reionization_parameters[preio->index_re_reio_start] = + pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width; + } else { - *xe = (preio->reionization_parameters[preio->index_reio_xe_after] - -preio->reionization_parameters[preio->index_reio_xe_before]) - *tanh(argument) - +preio->reionization_parameters[preio->index_reio_xe_before]; + + preio->reionization_parameters[preio->index_re_reio_start] = pth->z_reio; } - /** - --> case z < z_reio_start: helium contribution (tanh of simpler argument) */ + class_test(preio->reionization_parameters[preio->index_re_reio_start] > ppr->reionization_z_start_max, + pth->error_message, + "starting redshift for reionization > reionization_z_start_max = %e\n",ppr->reionization_z_start_max); - if (pth->reio_parametrization == reio_camb) { - argument = (preio->reionization_parameters[preio->index_helium_fullreio_redshift] - z) - /preio->reionization_parameters[preio->index_helium_fullreio_width]; - /* no possible segmentation fault: checked to be non-zero in thermodynamics_reionization() */ - *xe += preio->reionization_parameters[preio->index_helium_fullreio_fraction] - * (tanh(argument)+1.)/2.; - } } - return _SUCCESS_; + /** - --> if reionization optical depth given as an input, find reionization redshift by bisection and initialize the remaining values */ + if (pth->reio_z_or_tau == reio_tau) { + z_sup = ppr->reionization_z_start_max-ppr->reionization_start_factor*pth->reionization_width; + class_test(z_sup < 0., + pth->error_message, + "parameters are such that reionization cannot take place before today while starting after z_start_max; need to increase z_start_max"); - } + /* maximum possible reionization redshift */ + preio->reionization_parameters[preio->index_re_reio_redshift] = z_sup; + /* maximum possible starting redshift */ + preio->reionization_parameters[preio->index_re_reio_start] = ppr->reionization_z_start_max; + } + break; - /** - implementation of binned ionization function similar to astro-ph/0606552 */ + /** - (c) if reionization implemented with reio_bins_tanh scheme */ + case reio_bins_tanh: - if (pth->reio_parametrization == reio_bins_tanh) { + /* this algorithm requires at least two bin centers (i.e. at least 4 values in the (z,xe) array, counting the edges). */ + class_test(pth->binned_reio_num<2, + pth->error_message, + "current implementation of binned reio requires at least two bin centers"); - /** - --> case z > z_reio_start */ + /* check that this input can be interpreted by the code */ + for (bin=1; binbinned_reio_num; bin++) { + class_test(pth->binned_reio_z[bin-1]>=pth->binned_reio_z[bin], + pth->error_message, + "value of reionization bin centers z_i expected to be passed in growing order: %e, %e", + pth->binned_reio_z[bin-1], + pth->binned_reio_z[bin]); + } - if (z > preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1]) { - *xe = preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-1]; + /* the code will not only copy here the "bin centers" passed in input. It will add an initial and final value for (z,xe). + First, fill all entries except the first and the last */ + for (bin=1; binre_z_size-1; bin++) { + preio->reionization_parameters[preio->index_re_first_z+bin] = pth->binned_reio_z[bin-1]; + preio->reionization_parameters[preio->index_re_first_xe+bin] = pth->binned_reio_xe[bin-1]; } - else if (z < preio->reionization_parameters[preio->index_reio_first_z]) { - *xe = preio->reionization_parameters[preio->index_reio_first_xe]; + /* find largest value of z in the array. We choose to define it as z_(i_max) + 2*(the distance between z_(i_max) and z_(i_max-1)). E.g. if + the bins are in 10,12,14, the largest z will be 18. */ + preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1] = + preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-2] + +2.*(preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-2] + -preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-3]); + + /* copy this value in reio_start */ + preio->reionization_parameters[preio->index_re_reio_start] = preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1]; + + /* check it's not too big */ + class_test(preio->reionization_parameters[preio->index_re_reio_start] > ppr->reionization_z_start_max, + pth->error_message, + "starting redshift for reionization = %e, reionization_z_start_max = %e, you must change the binning or increase reionization_z_start_max", + preio->reionization_parameters[preio->index_re_reio_start], + ppr->reionization_z_start_max); + + /* find smallest value of z in the array. We choose to define it as z_0 - (the distance between z_1 and z_0). E.g. if + the bins are in 10,12,14, the stop redshift will be 8. */ + preio->reionization_parameters[preio->index_re_first_z] = + 2.*preio->reionization_parameters[preio->index_re_first_z+1] + -preio->reionization_parameters[preio->index_re_first_z+2]; + + /* check it's not too small */ + /* 6.06.2015: changed this test to simply imposing that the first z is at least zero */ + /* + class_test(preio->reionization_parameters[preio->index_re_first_z] < 0, + pth->error_message, + "final redshift for reionization = %e, you must change the binning or redefine the way in which the code extrapolates below the first value of z_i",preio->reionization_parameters[preio->index_re_first_z]); + */ + if (preio->reionization_parameters[preio->index_re_first_z] < 0) { + preio->reionization_parameters[preio->index_re_first_z] = 0.; } - else { + /* infer xe after reio */ + preio->reionization_parameters[preio->index_re_first_xe] = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); /* xe_after_reio: H + singly ionized He (note: segmentation fault impossible, + checked before that denominator is non-zero) */ + + /* pass step sharpness parameter */ + preio->reionization_parameters[preio->index_re_step_sharpness] = pth->binned_reio_step_sharpness; + break; + + /** - (d) if reionization implemented with reio_many_tanh scheme */ + case reio_many_tanh: + + /* this algorithm requires at least one jump centers */ + class_test(pth->many_tanh_num<1, + pth->error_message, + "current implementation of reio_many_tanh requires at least one jump center"); + + /* check that z input can be interpreted by the code */ + for (bin=1; binmany_tanh_num; bin++) { + class_test(pth->many_tanh_z[bin-1]>=pth->many_tanh_z[bin], + pth->error_message, + "value of reionization bin centers z_i expected to be passed in growing order: %e, %e", + pth->many_tanh_z[bin-1], + pth->many_tanh_z[bin]); + + } + + /* the code will not only copy here the "jump centers" passed in input. It will add an initial and final value for (z,xe). + First, fill all entries except the first and the last */ + for (bin=1; binre_z_size-1; bin++) { + + preio->reionization_parameters[preio->index_re_first_z+bin] = pth->many_tanh_z[bin-1]; + + /* check that xe input can be interpreted by the code */ + xe_input = pth->many_tanh_xe[bin-1]; + if (xe_input >= 0.) { + xe_actual = xe_input; + } + //-1 means "after hydrogen + first helium recombination" + else if ((xe_input<-0.9) && (xe_input>-1.1)) { + xe_actual = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); + } + //-2 means "after hydrogen + second helium recombination" + else if ((xe_input<-1.9) && (xe_input>-2.1)) { + xe_actual = 1. + 2.*pth->YHe/(_not4_*(1.-pth->YHe)); + } + //other negative number is nonsense + else { + class_stop(pth->error_message, + "Your entry for many_tanh_xe[%d] is %e, this makes no sense (either positive or 0,-1,-2)", + bin-1,pth->many_tanh_xe[bin-1]); + } + + preio->reionization_parameters[preio->index_re_first_xe+bin] = xe_actual; + } + + /* find largest value of z in the array. We choose to define it as z_(i_max) + ppr->reionization_start_factor*step_sharpness. */ + preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1] = + preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-2] + +ppr->reionization_start_factor*pth->many_tanh_width; + + /* copy this value in reio_start */ + preio->reionization_parameters[preio->index_re_reio_start] = preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1]; + + /* check it's not too big */ + class_test(preio->reionization_parameters[preio->index_re_reio_start] > ppr->reionization_z_start_max, + pth->error_message, + "starting redshift for reionization = %e, reionization_z_start_max = %e, you must change the binning or increase reionization_z_start_max", + preio->reionization_parameters[preio->index_re_reio_start], + ppr->reionization_z_start_max); + + /* find smallest value of z in the array. We choose to define it as z_0 - ppr->reionization_start_factor*step_sharpness, but at least zero. */ + preio->reionization_parameters[preio->index_re_first_z] = + preio->reionization_parameters[preio->index_re_first_z+1] + -ppr->reionization_start_factor*pth->many_tanh_width; + + if (preio->reionization_parameters[preio->index_re_first_z] < 0) { + preio->reionization_parameters[preio->index_re_first_z] = 0.; + } + + /* infer xe after reio */ + preio->reionization_parameters[preio->index_re_first_xe] = preio->reionization_parameters[preio->index_re_first_xe+1]; + + /* if we want to model only hydrogen reionization and neglect both helium reionization */ + //preio->reionization_parameters[preio->index_re_first_xe] = 1.; + + /* if we want to model only hydrogen + first helium reionization and neglect second helium reionization */ + //preio->reionization_parameters[preio->index_re_first_xe] = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); + + /* if we want to model hydrogen + two helium reionization */ + //preio->reionization_parameters[preio->index_re_first_xe] = 1. + 2.*pth->YHe/(_not4_*(1.-pth->YHe)); + + /* pass step sharpness parameter */ + class_test(pth->many_tanh_width<=0, + pth->error_message, + "many_tanh_width must be strictly positive, you passed %e", + pth->many_tanh_width); + + preio->reionization_parameters[preio->index_re_step_sharpness] = pth->many_tanh_width; + break; + + /** - (e) if reionization implemented with reio_inter scheme */ + case reio_inter: + + /* this parametrization requires at least one point (z,xe) */ + class_test(pth->reio_inter_num<1, + pth->error_message, + "current implementation of reio_inter requires at least one point (z,xe)"); + + /* this parametrization requires that the first z value is zero */ + class_test(pth->reio_inter_z[0] != 0., + pth->error_message, + "For reio_inter scheme, the first value of reio_inter_z[...] should always be zero, you passed %e", + pth->reio_inter_z[0]); + + /* check that z input can be interpreted by the code */ + for (point=1; pointreio_inter_num; point++) { + class_test(pth->reio_inter_z[point-1]>=pth->reio_inter_z[point], + pth->error_message, + "value of reionization bin centers z_i expected to be passed in growing order, unlike: %e, %e", + pth->reio_inter_z[point-1], + pth->reio_inter_z[point]); + } + + /* this parametrization requires that the last x_i value is zero (the code will substitute it with the value that one would get in + absence of reionization, as compute by the recombination code) */ + class_test(pth->reio_inter_xe[pth->reio_inter_num-1] != 0., + pth->error_message, + "For reio_inter scheme, the last value of reio_inter_xe[...] should always be zero, you passed %e", + pth->reio_inter_xe[pth->reio_inter_num-1]); - i = 0; - while (preio->reionization_parameters[preio->index_reio_first_z+i+1]reionization_parameters[preio->index_reio_first_xe+i] - +0.5*(tanh((2.*(z-preio->reionization_parameters[preio->index_reio_first_z+i]) - /(preio->reionization_parameters[preio->index_reio_first_z+i+1] - -preio->reionization_parameters[preio->index_reio_first_z+i])-1.) - /preio->reionization_parameters[preio->index_reio_step_sharpness]) - /tanh(1./preio->reionization_parameters[preio->index_reio_step_sharpness])+1.) - *(preio->reionization_parameters[preio->index_reio_first_xe+i+1] - -preio->reionization_parameters[preio->index_reio_first_xe+i]); - */ + /* copy here the (z,xe) values passed in input. */ + for (point=0; pointre_z_size; point++) { - /* compute the central redshift value of the tanh jump */ + preio->reionization_parameters[preio->index_re_first_z+point] = pth->reio_inter_z[point]; - if (i == preio->reio_num_z-2) { - z_jump = preio->reionization_parameters[preio->index_reio_first_z+i] - + 0.5*(preio->reionization_parameters[preio->index_reio_first_z+i] - -preio->reionization_parameters[preio->index_reio_first_z+i-1]); + /* check that xe input can be interpreted by the code */ + xe_input = pth->reio_inter_xe[point]; + if (xe_input >= 0.) { + xe_actual = xe_input; } - else { - z_jump = 0.5*(preio->reionization_parameters[preio->index_reio_first_z+i+1] - + preio->reionization_parameters[preio->index_reio_first_z+i]); + //-1 means "after hydrogen + first helium recombination" + else if ((xe_input<-0.9) && (xe_input>-1.1)) { + xe_actual = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); + } + //-2 means "after hydrogen + second helium recombination" + else if ((xe_input<-1.9) && (xe_input>-2.1)) { + xe_actual = 1. + 2.*pth->YHe/(_not4_*(1.-pth->YHe)); + } + //other negative number is nonsense + else { + class_stop(pth->error_message, + "Your entry for reio_inter_xe[%d] is %e, this makes no sense (either positive or 0,-1,-2)", + point,pth->reio_inter_xe[point]); } - /* implementation of the tanh jump */ - - *xe = preio->reionization_parameters[preio->index_reio_first_xe+i] - +0.5*(tanh((z-z_jump) - /preio->reionization_parameters[preio->index_reio_step_sharpness])+1.) - *(preio->reionization_parameters[preio->index_reio_first_xe+i+1] - -preio->reionization_parameters[preio->index_reio_first_xe+i]); - + preio->reionization_parameters[preio->index_re_first_xe+point] = xe_actual; } - return _SUCCESS_; - - } - - /** - implementation of many tanh jumps */ - - if (pth->reio_parametrization == reio_many_tanh) { + /* copy highest redshift in reio_start */ + preio->reionization_parameters[preio->index_re_reio_start] = preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1]; - /** - --> case z > z_reio_start */ + /* check it's not too big */ + class_test(preio->reionization_parameters[preio->index_re_reio_start] > ppr->reionization_z_start_max, + pth->error_message, + "starting redshift for reionization = %e, reionization_z_start_max = %e, you must change the binning or increase reionization_z_start_max", + preio->reionization_parameters[preio->index_re_reio_start], + ppr->reionization_z_start_max); + break; - if (z > preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1]) { - *xe = preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-1]; - } + default: + class_stop(pth->error_message, + "value of reio_parametrization=%d unclear",pth->reio_parametrization); + break; + } - else if (z > preio->reionization_parameters[preio->index_reio_first_z]) { + return _SUCCESS_; - *xe = preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-1]; +} - for (jump=1; jumpreio_num_z-1; jump++){ +/** + * Integrate thermodynamics with your favorite recombination code. The default options are HyRec and RecFastCLASS. + * + * Integrate thermodynamics with HyRec or Recfast, allocate and fill part of the thermodynamics interpolation table (the rest is filled in + * thermodynamics_calculate_remaining_quantitie). + * + * Version modified by Daniel Meinert and Nils Schoeneberg to use the ndf15 evolver or any other evolver inherent to CLASS, + * modified again by Nils Schoeneberg to use wrappers. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to thermodynamics structure where results are stored + * @param ptw Input: pointer to thermo_workspace structure used to communicate with generic evolver + * @param pvecback Input: pointer to an allocated (but empty) vector of background variables + * @return the error status + * + * Integrate thermodynamics with your favorite recombination code. The default options are HyRec and Recfast. + */ - center = preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1-jump]; - // before and after are meant with respect to growing z, not growing time - before = preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-1-jump] - -preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-jump]; - after = 0.; - width = preio->reionization_parameters[preio->index_reio_step_sharpness]; +int thermodynamics_solve( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace * ptw, + double * pvecback + ) { + /** Summary: */ - class_call(thermodynamics_tanh(z,center,before,after,width,&one_jump), - pth->error_message, - pth->error_message); + /** - define local variables */ + /* Index of current approximation scheme */ + int index_ap; + /* number of time intervals of one approximation scheme */ + int interval_number; + /* index running over such time intervals */ + int index_interval; + /* edge of intervals where approximation scheme is uniform: z_ini, z_switch_1, ..., z_end */ + double * interval_limit; + /* other z sampling variables */ + int i; + double * mz_output; - *xe += one_jump; + /* contains all fixed parameters which should be passed to thermodynamics_derivs */ + struct thermodynamics_parameters_and_workspace tpaw; - } + /* function pointer to ODE evolver and names of possible evolvers. */ + extern int evolver_rk(EVOLVER_PROTOTYPE); + extern int evolver_ndf15(EVOLVER_PROTOTYPE); + int (*generic_evolver)(EVOLVER_PROTOTYPE) = evolver_ndf15; + + /** - choose evolver */ + switch (ppr->thermo_evolver) { + case rk: + generic_evolver = evolver_rk; + break; + case ndf15: + generic_evolver = evolver_ndf15; + break; + } - } + /** - define the fields of the 'thermodynamics parameter and workspace' structure */ + tpaw.pba = pba; + tpaw.ppr = ppr; + tpaw.pth = pth; + tpaw.pvecback = pvecback; + tpaw.ptw = ptw; - else { - *xe = preio->reionization_parameters[preio->index_reio_first_xe]; - } + /** - define time sampling: create a local array of minus z values + called mz (from mz=-zinitial growing towards mz=0) */ - return _SUCCESS_; + class_alloc(mz_output,pth->tt_size*sizeof(double), pth->error_message); + for (i=0; i < pth->tt_size; ++i) { + mz_output[i] = -pth->z_table[pth->tt_size-1-i]; + } + /** - define intervals for each approximation scheme */ + + /* create the array of interval limits */ + class_alloc(interval_limit,(ptw->ptdw->ap_size+1)*sizeof(double),pth->error_message); + /* fix interval number to number of approximations */ + interval_number = ptw->ptdw->ap_size; + /* integration starts at z_ini and ends at z_end */ + interval_limit[0]= mz_output[0]; + interval_limit[ptw->ptdw->ap_size] = mz_output[ptw->Nz_tot-1]; + /* each interval ends with the proper ending redshift of its approximation */ + for (index_ap=0; index_ap < ptw->ptdw->ap_size-1; index_ap++) { + interval_limit[index_ap+1] = -ptw->ptdw->ap_z_limits[index_ap]; } - /** - implementation of reio_inter */ + /** - loop over intervals over which approximation scheme is + uniform. For each interval: */ - if (pth->reio_parametrization == reio_inter) { + for (index_interval=0; index_interval case z > z_reio_start */ + /** - --> (a) fix current approximation scheme. */ - if (z > preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1]) { - *xe = preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-1]; - class_stop(pth->error_message,"Check: is it normal that we are here?"); - } + ptw->ptdw->ap_current = index_interval; - else { + /** - --> (b) define the vector of quantities to be integrated + over. If the current interval starts from the + initial time zinitial, fill the vector with initial + conditions. If it starts from an approximation + switching point, redistribute correctly the values + from the previous to the new vector. For both + RECFAST and HYREC, the vector consists of Tmat, x_H, + x_He, + others for exotic models */ - i=0; - while (preio->reionization_parameters[preio->index_reio_first_z+i+1] < z) i++; + class_call(thermodynamics_vector_init(ppr, + pba, + pth, + interval_limit[index_interval], + ptw), + pth->error_message, + pth->error_message); - double z_min = preio->reionization_parameters[preio->index_reio_first_z+i]; - double z_max = preio->reionization_parameters[preio->index_reio_first_z+i+1]; + /* find the value of last_index_back at z = - interval_limit[index_interval], in order to speed up + subsequent interpolations in thermodynamics_derivs */ + class_call(background_at_z(pba, + -interval_limit[index_interval], + normal_info, + inter_normal, + &(ptw->last_index_back), + pvecback), + pba->error_message, + pth->error_message); - class_test(z (c1) If we have the optical depth tau_reio as input the + last evolver step (reionization approximation) is done + separately in a loop, to find the approximate redshift of + reionization given the input of tau_reio, using a bisection + method. This is similar to the general CLASS shooting method, + but doing this step here is more advantageous since we only + need to do repeatedly the last approximation step of the + integration, instead of the full background and thermodynamics + module */ + if ((pth->reio_z_or_tau == reio_tau) && (index_interval == ptw->ptdw->index_ap_reio)) { + + class_call(thermodynamics_reionization_evolve_with_tau(&tpaw, + interval_limit[index_interval], + interval_limit[index_interval+1], + mz_output, + pth->tt_size), pth->error_message, - ""); + pth->error_message); + } - class_test(z>z_max, + /** --> (c2) otherwise, just integrate quantities over the current interval. */ + else{ + + class_call(generic_evolver(thermodynamics_derivs, + interval_limit[index_interval], + interval_limit[index_interval+1], + ptw->ptdw->ptv->y, + ptw->ptdw->ptv->used_in_output, + ptw->ptdw->ptv->ti_size, + &tpaw, + ppr->tol_thermo_integration, + ppr->smallest_allowed_variation, + thermodynamics_timescale, // timescale + ppr->thermo_integration_stepsize, // stepsize = this number * timescale + mz_output, // values of z for output + pth->tt_size, // size of previous array + thermodynamics_sources, // function for output + NULL, // print variables + pth->error_message), pth->error_message, - ""); - - double x=(z-preio->reionization_parameters[preio->index_reio_first_z+i]) - /(preio->reionization_parameters[preio->index_reio_first_z+i+1] - -preio->reionization_parameters[preio->index_reio_first_z+i]); + pth->error_message); + } - *xe = preio->reionization_parameters[preio->index_reio_first_xe+i] - + x*(preio->reionization_parameters[preio->index_reio_first_xe+i+1] - -preio->reionization_parameters[preio->index_reio_first_xe+i]); + } - class_test(*xe<0., - pth->error_message, - "%e %e %e\n", - x, - preio->reionization_parameters[preio->index_reio_first_xe+i], - preio->reionization_parameters[preio->index_reio_first_xe+i+1]); + /** - Compute reionization optical depth, if not supplied as input parameter */ + if (pth->reio_z_or_tau == reio_z) { - } + class_call(thermodynamics_reionization_get_tau(ppr, + pba, + pth, + ptw), + pth->error_message, + pth->error_message); - return _SUCCESS_; + pth->tau_reio=ptw->reionization_optical_depth; } - class_test(0 == 0, - pth->error_message, - "value of reio_parametrization=%d unclear",pth->reio_parametrization); -} - -/** - * This subroutine reads \f$ X_e(z) \f$ in the recombination table at - * the time at which reionization starts. Hence it provides correct - * initial conditions for the reionization function. - * - * @param ppr Input: pointer to precision structure - * @param pth Input: pointer to thermo structure - * @param preco Input: pointer to recombination structure - * @param z Input: redshift z_reio_start - * @param xe Output: \f$ X_e(z) \f$ at z - */ + /** - free quantities allocated at the beginning of the routine */ + if (ptw->ptdw->ap_size != 0) { + class_call(thermodynamics_vector_free(ptw->ptdw->ptv), + pth->error_message, + pth->error_message); + } -int thermodynamics_get_xe_before_reionization( - struct precision * ppr, - struct thermo * pth, - struct recombination * preco, - double z, - double * xe - ) { - - int last_index=0; - - class_call(array_interpolate_one_growing_closeby(preco->recombination_table, - preco->re_size, - preco->rt_size, - preco->index_re_z, - z, - &last_index, - preco->index_re_xe, - xe, - pth->error_message), - pth->error_message, - pth->error_message); + free(interval_limit); + free(mz_output); return _SUCCESS_; } - /** - * This routine computes the reionization history. In the reio_camb - * scheme, this is straightforward if the input parameter is the - * reionization redshift. If the input is the optical depth, need to - * find z_reio by dichotomy (trying several z_reio until the correct - * tau_reio is approached). - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param pth Input: pointer to thermo structure - * @param preco Input: pointer to filled recombination structure - * @param preio Input/Output: pointer to reionization structure (to be filled) - * @param pvecback Input: vector of background quantities (used as workspace: must be already allocated, with format short_info or larger, but does not need to be filled) + * Calculate those thermodynamics quantities which are not inside of + * the thermodynamics table already. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermodynamics structure + * @param pvecback Input: pointer to some allocated pvecback * @return the error status */ -int thermodynamics_reionization( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * preco, - struct reionization * preio, - double * pvecback - ) { +int thermodynamics_calculate_remaining_quantities( + struct precision * ppr, + struct background * pba, + struct thermodynamics* pth, + double* pvecback + ) { /** Summary: */ - /** - define local variables */ - - int counter; - double z_sup,z_mid,z_inf; - double tau_sup,tau_mid,tau_inf; - int bin; - int point; - double xe_input,xe_actual; - - /** - allocate the vector of parameters defining the function \f$ X_e(z) \f$ */ - - class_alloc(preio->reionization_parameters,preio->reio_num_params*sizeof(double),pth->error_message); + /* The temporary quantities stored in columns ddkappa and dddkappa will not be used anymore, so they can and WILL be overwritten by other + intermediate steps of other computations */ - /** - (a) if reionization implemented like in CAMB */ - - if ((pth->reio_parametrization == reio_camb) || (pth->reio_parametrization == reio_half_tanh)) { - - /** - --> set values of these parameters, excepted those depending on the reionization redshift */ - - if (pth->reio_parametrization == reio_camb) { - preio->reionization_parameters[preio->index_reio_xe_after] = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); /* xe_after_reio: H + singly ionized He (note: segmentation fault impossible, checked before that denominator is non-zero) */ - } - if (pth->reio_parametrization == reio_half_tanh) { - preio->reionization_parameters[preio->index_reio_xe_after] = 1.; /* xe_after_reio: neglect He ionization */ - //+ 2*pth->YHe/(_not4_*(1.-pth->YHe)); /* xe_after_reio: H + fully ionized He */ - } - preio->reionization_parameters[preio->index_reio_exponent] = pth->reionization_exponent; /* reio_exponent */ - preio->reionization_parameters[preio->index_reio_width] = pth->reionization_width; /* reio_width */ - preio->reionization_parameters[preio->index_helium_fullreio_fraction] = pth->YHe/(_not4_*(1.-pth->YHe)); /* helium_fullreio_fraction (note: segmentation fault impossible, checked before that denominator is non-zero) */ - preio->reionization_parameters[preio->index_helium_fullreio_redshift] = pth->helium_fullreio_redshift; /* helium_fullreio_redshift */ - preio->reionization_parameters[preio->index_helium_fullreio_width] = pth->helium_fullreio_width; /* helium_fullreio_width */ + class_call(thermodynamics_calculate_conformal_drag_time(pba,pth,pvecback), + pth->error_message, + pth->error_message); - class_test(preio->reionization_parameters[preio->index_reio_exponent]==0, + if (pth->compute_damping_scale == _TRUE_) { + class_call(thermodynamics_calculate_damping_scale(pba,pth,pvecback), pth->error_message, - "stop to avoid division by zero"); + pth->error_message); + } - class_test(preio->reionization_parameters[preio->index_reio_width]==0, - pth->error_message, - "stop to avoid division by zero"); + class_call(thermodynamics_calculate_opticals(ppr,pth), + pth->error_message, + pth->error_message); - class_test(preio->reionization_parameters[preio->index_helium_fullreio_width]==0, + /* Please note, this function has to be before the spline_table_lines to generate the correct d2thdz2_table */ + if (pba->has_idr == _TRUE_ || pth->has_idm_b == _TRUE_) { + class_call(thermodynamics_calculate_idm_and_idr_quantities(ppr,pba,pth,pvecback), pth->error_message, - "stop to avoid division by zero"); - - /** - --> if reionization redshift given as an input, initialize the remaining values and fill reionization table*/ - - if (pth->reio_z_or_tau == reio_z) { - - /* reionization redshift */ - preio->reionization_parameters[preio->index_reio_redshift] = pth->z_reio; - - /* infer starting redshift for hydrogen */ - - if (pth->reio_parametrization == reio_camb) { + pth->error_message); + } - preio->reionization_parameters[preio->index_reio_start] = preio->reionization_parameters[preio->index_reio_redshift]+ppr->reionization_start_factor*pth->reionization_width; + /** - fill tables of second derivatives with respect to z (in view of spline interpolation) */ + class_call(array_spline_table_lines(pth->z_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->d2thermodynamics_dz2_table, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); - /* if starting redshift for helium is larger, take that one - (does not happen in realistic models) */ - if (preio->reionization_parameters[preio->index_reio_start] < - pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width) + class_call(thermodynamics_calculate_recombination_quantities(ppr,pba,pth,pvecback), + pth->error_message, + pth->error_message); - preio->reionization_parameters[preio->index_reio_start] = - pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width; + class_call(thermodynamics_calculate_drag_quantities(ppr,pba,pth,pvecback), + pth->error_message, + pth->error_message); - } - else { - preio->reionization_parameters[preio->index_reio_start] = pth->z_reio; - } + return _SUCCESS_; +} - class_test(preio->reionization_parameters[preio->index_reio_start] > ppr->reionization_z_start_max, - pth->error_message, - "starting redshift for reionization > reionization_z_start_max = %e\n",ppr->reionization_z_start_max); +/** + * In verbose mode, print basic information on the thermal history + * + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermodynamics structure + * @return the error status + */ - /* infer xe_before_reio */ - class_call(thermodynamics_get_xe_before_reionization(ppr, - pth, - preco, - preio->reionization_parameters[preio->index_reio_start], - &(preio->reionization_parameters[preio->index_reio_xe_before])), - pth->error_message, - pth->error_message); +int thermodynamics_output_summary( + struct background* pba, + struct thermodynamics* pth + ) { - /* fill reionization table */ - class_call(thermodynamics_reionization_sample(ppr,pba,pth,preco,preio,pvecback), - pth->error_message, - pth->error_message); + /** Summary: */ - pth->tau_reio=preio->reionization_optical_depth; + /** Define local variables */ + double tau_reio; + printf(" -> recombination (maximum of visibility function) at z = %f\n",pth->z_rec); + printf(" corresponding to conformal time = %f Mpc\n",pth->tau_rec); + printf(" with comoving sound horizon = %f Mpc\n",pth->rs_rec); + printf(" angular diameter distance = %f Mpc\n",pth->da_rec); + printf(" sound horizon angle 100*theta_s = %f\n",100.*pth->rs_rec/pth->ra_rec); + if (pth->compute_damping_scale == _TRUE_) { + printf(" comoving photon damping scale = %f Mpc\n",pth->rd_rec); + printf(" comoving damping wavenumber k_d = %f 1/Mpc\n",2.*_PI_/pth->rd_rec); + } + printf(" Thomson optical depth crosses one at z_* = %f\n",pth->z_star); + printf(" giving an angle 100*theta_* = %f\n",100.*pth->rs_star/pth->ra_star); + printf(" -> baryon drag stops at z = %f\n",pth->z_d); + printf(" corresponding to conformal time = %f Mpc\n",pth->tau_d); + printf(" with comoving sound horizon rs = %f Mpc\n",pth->rs_d); + + switch (pth->reio_parametrization) { + + case reio_none: + /* the information returned by this line could be interesting when + using reio_none + exotic energy ionjection, since there could + still be a global minimum of x_e(z) */ + printf(" -> no reionization requested, optical depth = %f\n",pth->tau_reio); + break; + + case reio_camb: + case reio_half_tanh: + switch (pth->reio_z_or_tau) { + case reio_tau: + printf(" -> reionization at z = %f\n",pth->z_reio); + break; + case reio_z: + printf(" -> reionization with optical depth = %f\n",pth->tau_reio); + break; } + class_call(background_tau_of_z(pba,pth->z_reio,&tau_reio), + pba->error_message, + pth->error_message); + printf(" corresponding to conformal time = %f Mpc\n",tau_reio); + break; - /** - --> if reionization optical depth given as an input, find reionization redshift by dichotomy and initialize the remaining values */ - - if (pth->reio_z_or_tau == reio_tau) { - - /* upper value */ + case reio_bins_tanh: + printf(" -> binned reionization gives optical depth = %f\n",pth->tau_reio); + break; - z_sup = ppr->reionization_z_start_max-ppr->reionization_start_factor*pth->reionization_width; - class_test(z_sup < 0., - pth->error_message, - "parameters are such that reionization cannot take place before today while starting after z_start_max; need to increase z_start_max"); + case reio_many_tanh: + printf(" -> many-step reionization gives optical depth = %f\n",pth->tau_reio); + break; - /* maximum possible reionization redshift */ - preio->reionization_parameters[preio->index_reio_redshift] = z_sup; - /* maximum possible starting redshift */ - preio->reionization_parameters[preio->index_reio_start] = ppr->reionization_z_start_max; - /* infer xe_before_reio */ - class_call(thermodynamics_get_xe_before_reionization(ppr, - pth, - preco, - preio->reionization_parameters[preio->index_reio_start], - &(preio->reionization_parameters[preio->index_reio_xe_before])), - pth->error_message, - pth->error_message); + case reio_inter: + printf(" -> interpolated reionization history gives optical depth = %f\n",pth->tau_reio); + break; - /* fill reionization table */ - class_call(thermodynamics_reionization_sample(ppr,pba,pth,preco,preio,pvecback), - pth->error_message, - pth->error_message); + default: + class_stop(pth->error_message, + "value of reio_parametrization=%d unclear",pth->reio_parametrization); + break; + } - tau_sup=preio->reionization_optical_depth; + if (pth->thermodynamics_verbose > 1) + printf(" -> free-streaming approximation can be turned on as soon as tau=%g Mpc\n",pth->tau_free_streaming); + if ((pba->has_idr == _TRUE_)&&(pth->thermodynamics_verbose > 1)) + printf(" -> dark free-streaming approximation can be turned on as soon as tau=%g Mpc\n",pth->tau_idr_free_streaming); - class_test(tau_sup < pth->tau_reio, - pth->error_message, - "parameters are such that reionization cannot start after z_start_max"); + return _SUCCESS_; +} - /* lower value */ +/** + * Free the thermo_workspace structure (with the exception of the thermo_vector '->ptv' field, which is freed separately in + * thermo_vector_free). + * + * @param pth Input: pointer to initialized thermodynamics structure + * @param ptw Input: pointer to perturbations_workspace structure to be freed + * @return the error status + */ +int thermodynamics_workspace_free( + struct thermodynamics* pth, + struct thermo_workspace * ptw + ) { - z_inf = 0.; - tau_inf = 0.; + free(ptw->ptdw->ap_z_limits); + free(ptw->ptdw->ap_z_limits_delta); - /* try intermediate values */ + switch (pth->recombination) { - counter=0; - while ((tau_sup-tau_inf) > pth->tau_reio * ppr->reionization_optical_depth_tol) { - z_mid=0.5*(z_sup+z_inf); + case hyrec: + class_call(thermodynamics_hyrec_free(ptw->ptdw->phyrec), + ptw->ptdw->phyrec->error_message, + pth->error_message); + free(ptw->ptdw->phyrec); + break; - /* reionization redshift */ - preio->reionization_parameters[preio->index_reio_redshift] = z_mid; - /* infer starting redshift for hygrogen */ - preio->reionization_parameters[preio->index_reio_start] = preio->reionization_parameters[preio->index_reio_redshift]+ppr->reionization_start_factor*pth->reionization_width; - /* if starting redshift for helium is larger, take that one - (does not happen in realistic models) */ - if (preio->reionization_parameters[preio->index_reio_start] < - pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width) + case recfast: + free(ptw->ptdw->precfast); + break; + } - preio->reionization_parameters[preio->index_reio_start] = - pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width; + free(ptw->ptrp->reionization_parameters); + free(ptw->ptdw); + free(ptw->ptrp); - class_test(preio->reionization_parameters[preio->index_reio_start] > ppr->reionization_z_start_max, - pth->error_message, - "starting redshift for reionization > reionization_z_start_max = %e",ppr->reionization_z_start_max); - - /* infer xe_before_reio */ - class_call(thermodynamics_get_xe_before_reionization(ppr, - pth, - preco, - preio->reionization_parameters[preio->index_reio_start], - &(preio->reionization_parameters[preio->index_reio_xe_before])), - pth->error_message, - pth->error_message); + free(ptw); - /* clean and fill reionization table */ - free(preio->reionization_table); - class_call(thermodynamics_reionization_sample(ppr,pba,pth,preco,preio,pvecback), - pth->error_message, - pth->error_message); + return _SUCCESS_; +} - tau_mid=preio->reionization_optical_depth; +/** + * Initialize the field '->ptv' of a thermo_diffeq_workspace structure, which is a thermo_vector structure. This structure contains indices + * and values of all quantities which need to be integrated with respect to time (and only them: quantities fixed analytically or obeying + * constraint equations are NOT included in this vector). + * + * The routine sets and allocates the vector y, dy and used_in_output with the right size depending on the current approximation scheme + * stored in the workspace. Moreover the initial conditions for each approximation scheme are calculated and set correctly. + * + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param mz Input: negative redshift + * @param ptw Input/Output: pointer to thermodynamics workspace + * + * @return the error status + */ - /* trial */ +int thermodynamics_vector_init( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + double mz, + struct thermo_workspace * ptw + ) { - if (tau_mid > pth->tau_reio) { - z_sup=z_mid; - tau_sup=tau_mid; - } - else { - z_inf=z_mid; - tau_inf=tau_mid; - } + /** Summary: */ - counter++; - class_test(counter > _MAX_IT_, - pth->error_message, - "while searching for reionization_optical_depth, maximum number of iterations exceeded"); - } + /** Define local variables */ + int index_ti; + /* ptdw->ptv unallocated if ap_current == index_ap_brec, allocated and filled otherwise */ + struct thermo_vector * ptv; + struct thermo_diffeq_workspace * ptdw = ptw->ptdw; + double z; - /* store z_reionization in thermodynamics structure */ - pth->z_reio=preio->reionization_parameters[preio->index_reio_redshift]; + class_alloc(ptv,sizeof(struct thermo_vector),pth->error_message); - } + /* mz = Minus z is inverted*/ + z = -mz; - free(preio->reionization_parameters); + /* Start from no component */ + index_ti = 0; - return _SUCCESS_; + /* Add common indices (Have to be added before) */ + class_define_index(ptv->index_ti_D_Tmat,_TRUE_,index_ti,1); + /* Add all components that should be evolved */ + if (ptdw->ap_current == ptdw->index_ap_brec) { + /* Nothing else to add */ + } + else if (ptdw->ap_current == ptdw->index_ap_He1) { + /* Nothing else to add */ + } + else if (ptdw->ap_current == ptdw->index_ap_He1f) { + /* Nothing else to add */ + } + else if (ptdw->ap_current == ptdw->index_ap_He2) { + /* Nothing else to add */ + } + else if (ptdw->ap_current == ptdw->index_ap_H) { + class_define_index(ptv->index_ti_x_He,_TRUE_,index_ti,1); + } + else if (ptdw->ap_current == ptdw->index_ap_frec) { + class_define_index(ptv->index_ti_x_He,_TRUE_,index_ti,1); + class_define_index(ptv->index_ti_x_H,_TRUE_,index_ti,1); + } + else if (ptdw->ap_current == ptdw->index_ap_reio) { + class_define_index(ptv->index_ti_x_He,_TRUE_,index_ti,1); + class_define_index(ptv->index_ti_x_H,_TRUE_,index_ti,1); } - /** - (b) if reionization implemented with reio_bins_tanh scheme */ - - if (pth->reio_parametrization == reio_bins_tanh) { - - /* this algorithm requires at least two bin centers (i.e. at least - 4 values in the (z,xe) array, counting the edges). */ - class_test(pth->binned_reio_num<2, - pth->error_message, - "current implementation of binned reio requires at least two bin centers"); - - /* check that this input can be interpreted by the code */ - for (bin=1; binbinned_reio_num; bin++) { - class_test(pth->binned_reio_z[bin-1]>=pth->binned_reio_z[bin], - pth->error_message, - "value of reionization bin centers z_i expected to be passed in growing order: %e, %e", - pth->binned_reio_z[bin-1], - pth->binned_reio_z[bin]); - } + /* Only in the case where we in idm case but not idm TCA define T_idm */ + if (pba->has_idm == _TRUE_){ + class_define_index(ptv->index_ti_T_idm,(ptw->has_ap_idmtca == _FALSE_ || ptdw->ap_current != ptdw->index_ap_idmtca),index_ti,1); + } - /* the code will not only copy here the "bin centers" passed in - input. It will add an initial and final value for (z,xe). - First, fill all entries except the first and the last */ + /* We have now obtained the full size */ + ptv->ti_size = index_ti; - for (bin=1; binreio_num_z-1; bin++) { - preio->reionization_parameters[preio->index_reio_first_z+bin] = pth->binned_reio_z[bin-1]; - preio->reionization_parameters[preio->index_reio_first_xe+bin] = pth->binned_reio_xe[bin-1]; - } + /* Allocate all arrays used during the evolution */ + class_calloc(ptv->y,ptv->ti_size,sizeof(double),pth->error_message); + class_alloc(ptv->dy,ptv->ti_size*sizeof(double),pth->error_message); + class_alloc(ptv->used_in_output,ptv->ti_size*sizeof(int),pth->error_message); + for (index_ti=0; index_titi_size; index_ti++) { + ptv->used_in_output[index_ti] = _TRUE_; + } - /* find largest value of z in the array. We choose to define it as - z_(i_max) + 2*(the distance between z_(i_max) and z_(i_max-1)). E.g. if - the bins are in 10,12,14, the largest z will be 18. */ - preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1] = - preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-2] - +2.*(preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-2] - -preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-3]); + if (ptw->has_ap_idmtca == _TRUE_ && ptdw->ap_current == ptdw->index_ap_idmtca) { + /* Store Tmat in workspace for later use */ + ptdw->Tmat = ptw->Tcmb*(1.+z); - /* copy this value in reio_start */ - preio->reionization_parameters[preio->index_reio_start] = preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1]; + /* Set the new vector and its indices */ + ptdw->ptv = ptv; - /* check it's not too big */ - class_test(preio->reionization_parameters[preio->index_reio_start] > ppr->reionization_z_start_max, + ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat] = 0.; + + /* set other initial conditions */ + ptdw->require_H = _FALSE_; + ptdw->require_He = _FALSE_; + } + else if (ptw->has_ap_idmtca == _TRUE_ && ptdw->ap_current == ptdw->index_ap_brec) { + /* Copy old values */ + ptv->y[ptv->index_ti_D_Tmat] = ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat]; + ptv->dy[ptv->index_ti_D_Tmat] = ptdw->ptv->dy[ptdw->ptv->index_ti_D_Tmat]; + + /* Set initial conditions */ + ptv->y[ptv->index_ti_T_idm] = pba->T_cmb * (1.+z); + /* If we instead have idr tight coupling, we choose instead */ + if ((pth->has_idm_dr == _TRUE_) && pth->n_index_idm_dr > 0) + ptv->y[ptv->index_ti_T_idm] = pba->T_idr * (1.+z); + + /* Free the old vector and its indices */ + class_call(thermodynamics_vector_free(ptdw->ptv), pth->error_message, - "starting redshift for reionization = %e, reionization_z_start_max = %e, you must change the binning or increase reionization_z_start_max", - preio->reionization_parameters[preio->index_reio_start], - ppr->reionization_z_start_max); + pth->error_message); - /* find smallest value of z in the array. We choose - to define it as z_0 - (the distance between z_1 and z_0). E.g. if - the bins are in 10,12,14, the stop redshift will be 8. */ + /* Copy the new vector into the position of the old one */ + ptdw->ptv = ptv; + ptdw->require_H = _FALSE_; + ptdw->require_He = _FALSE_; + } + else if (ptdw->ap_current == ptdw->index_ap_brec) { - preio->reionization_parameters[preio->index_reio_first_z] = - 2.*preio->reionization_parameters[preio->index_reio_first_z+1] - -preio->reionization_parameters[preio->index_reio_first_z+2]; + /* Store Tmat in workspace for later use */ + ptdw->Tmat = ptw->Tcmb*(1.+z); - /* check it's not too small */ - /* 6.06.2015: changed this test to simply imposing that the first z is at least zero */ - /* - class_test(preio->reionization_parameters[preio->index_reio_first_z] < 0, - pth->error_message, - "final redshift for reionization = %e, you must change the binning or redefine the way in which the code extrapolates below the first value of z_i",preio->reionization_parameters[preio->index_reio_first_z]); - */ - if (preio->reionization_parameters[preio->index_reio_first_z] < 0) { - preio->reionization_parameters[preio->index_reio_first_z] = 0.; + /* Set the new vector and its indices */ + ptdw->ptv = ptv; + + ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat] = 0.; + + ptdw->require_H = _FALSE_; + ptdw->require_He = _FALSE_; + + /* Set idm initial temperature if not coupled */ + if (pba->has_idm == _TRUE_) { + class_call(thermodynamics_idm_initial_temperature(pba, + pth, + z, + ptdw), + pth->error_message, + pth->error_message); + ptv->y[ptv->index_ti_T_idm] = ptdw->T_idm; } + } + /* - in this scheme we start to evolve Helium and thus need to set its initial condition via the analytic function */ + else if (ptdw->ap_current == ptdw->index_ap_H) { + /* Store Tmat in workspace for later use */ + ptdw->Tmat = ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat] + ptw->Tcmb*(1.+z); - /* infer xe before reio */ - class_call(thermodynamics_get_xe_before_reionization(ppr, - pth, - preco, - preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1], - &(preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-1])), + /* Obtain initial contents of new vector analytically, especially x_He */ + class_call(thermodynamics_ionization_fractions(z,ptdw->ptv->y,pba,pth,ptw,ptdw->ap_current-1), pth->error_message, pth->error_message); - /* infer xe after reio */ - preio->reionization_parameters[preio->index_reio_first_xe] = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); /* xe_after_reio: H + singly ionized He (note: segmentation fault impossible, checked before that denominator is non-zero) */ + /* Set the new vector and its indices */ + ptv->y[ptv->index_ti_D_Tmat] = ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat]; + ptv->y[ptv->index_ti_x_He] = ptdw->x_He; + if (pba->has_idm == _TRUE_) + ptv->y[ptv->index_ti_T_idm] = ptdw->ptv->y[ptdw->ptv->index_ti_T_idm]; - /* pass step sharpness parameter */ - preio->reionization_parameters[preio->index_reio_step_sharpness] = pth->binned_reio_step_sharpness; + /* Free the old vector and its indices */ + class_call(thermodynamics_vector_free(ptdw->ptv), + pth->error_message, + pth->error_message); - /* fill reionization table */ - class_call(thermodynamics_reionization_sample(ppr,pba,pth,preco,preio,pvecback), + /* Copy the new vector into the position of the old one*/ + ptdw->ptv = ptv; + + ptdw->require_H = _FALSE_; + ptdw->require_He = _TRUE_; + } + /* - in the scheme of full recombination (=frec) we evolve all quantities and thus need to set their initial conditions. + Tmat and x_He are solely taken from the previous scheme, x_H is set via the analytic function */ + else if (ptdw->ap_current == ptdw->index_ap_frec) { + /* Store Tmat in workspace for later use */ + ptdw->Tmat = ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat] + ptw->Tcmb*(1.+z); + + /* Obtain initial contents of new vector analytically, especially x_H */ + class_call(thermodynamics_ionization_fractions(z,ptdw->ptv->y,pba,pth,ptw,ptdw->ap_current-1), pth->error_message, pth->error_message); - pth->tau_reio=preio->reionization_optical_depth; + /* Set the new vector and its indices */ + ptv->y[ptv->index_ti_D_Tmat] = ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat]; + ptv->y[ptv->index_ti_x_H] = ptdw->x_H; + ptv->y[ptv->index_ti_x_He] = ptdw->ptv->y[ptdw->ptv->index_ti_x_He]; + if (pba->has_idm == _TRUE_) + ptv->y[ptv->index_ti_T_idm] = ptdw->ptv->y[ptdw->ptv->index_ti_T_idm]; - return _SUCCESS_; + /* Free the old vector and its indices */ + class_call(thermodynamics_vector_free(ptdw->ptv), + pth->error_message, + pth->error_message); + + /* Copy the new vector into the position of the old one*/ + ptdw->ptv = ptv; + + ptdw->require_H = _TRUE_; + ptdw->require_He = _TRUE_; } + /* - during reionization we continue to evolve all quantities. Now all three intial conditions are just taken from the previous scheme */ + else if (ptdw->ap_current == ptdw->index_ap_reio) { + + /* Set the new vector and its indices */ + ptv->y[ptv->index_ti_D_Tmat] = ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat]; + ptv->y[ptv->index_ti_x_H] = ptdw->ptv->y[ptdw->ptv->index_ti_x_H]; + ptv->y[ptv->index_ti_x_He] = ptdw->ptv->y[ptdw->ptv->index_ti_x_He]; + if (pba->has_idm == _TRUE_) + ptv->y[ptv->index_ti_T_idm] = ptdw->ptv->y[ptdw->ptv->index_ti_T_idm]; + + /* Free the old vector and its indices */ + class_call(thermodynamics_vector_free(ptdw->ptv), + pth->error_message, + pth->error_message); - /** - (c) if reionization implemented with reio_many_tanh scheme */ + /* Copy the new vector into the position of the old one*/ - if (pth->reio_parametrization == reio_many_tanh) { + ptdw->ptv = ptv; - /* this algorithm requires at least one jump centers */ - class_test(pth->many_tanh_num<1, + ptdw->require_H = _TRUE_; + ptdw->require_He = _TRUE_; + } + /* - in all other approximations we only evolve Tmat and set its initial conditions from the previous scheme */ + else{ + /* Store Tmat in workspace for later use */ + ptdw->Tmat = ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat] + ptw->Tcmb*(1.+z); + + /* Set the new vector and its indices */ + ptv->y[ptv->index_ti_D_Tmat] = ptdw->ptv->y[ptdw->ptv->index_ti_D_Tmat]; + if (pba->has_idm == _TRUE_) + ptv->y[ptv->index_ti_T_idm] = ptdw->ptv->y[ptdw->ptv->index_ti_T_idm]; + + /* Free the old vector and its indices */ + class_call(thermodynamics_vector_free(ptdw->ptv), pth->error_message, - "current implementation of reio_many_tanh requires at least one jump center"); + pth->error_message); - /* check that z input can be interpreted by the code */ - for (bin=1; binmany_tanh_num; bin++) { - class_test(pth->many_tanh_z[bin-1]>=pth->many_tanh_z[bin], - pth->error_message, - "value of reionization bin centers z_i expected to be passed in growing order: %e, %e", - pth->many_tanh_z[bin-1], - pth->many_tanh_z[bin]); - } + /* Copy the new vector into the position of the old one*/ + ptdw->ptv = ptv; - /* the code will not only copy here the "jump centers" passed in - input. It will add an initial and final value for (z,xe). - First, fill all entries except the first and the last */ + ptdw->require_H = _FALSE_; + ptdw->require_He = _FALSE_; + } - for (bin=1; binreio_num_z-1; bin++) { + return _SUCCESS_; +} - preio->reionization_parameters[preio->index_reio_first_z+bin] = pth->many_tanh_z[bin-1]; +/** + * If the input for reionization is tau_reio, thermodynamics_solve() + * calls this function instead of the evolver for dealing with the + * last era (the reionization era). + * + * Instead of computing the evolution of quantities during + * reionization for a fixed z_reio, as the evolver would do, this + * function finds z_reio by bisection. First we make an initial guess + * for z_reio with reionization_z_start_max and then find a z_reio + * which leads to the given tau_reio (in the range of tolerance + * reionization_optical_depth_tol). + * + * @param ptpaw Input: pointer to parameters and workspace + * @param mz_ini Input: initial redshift + * @param mz_end Input: ending redshift + * @param mz_output Input: pointer to redshift array at which output should be written + * @param mz_size Input: number of redshift values in this array + * @return the error status + */ - /* check that xe input can be interpreted by the code */ - xe_input = pth->many_tanh_xe[bin-1]; - if (xe_input >= 0.) { - xe_actual = xe_input; - } - //-1 means "after hydrogen + first helium recombination" - else if ((xe_input<-0.9) && (xe_input>-1.1)) { - xe_actual = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); - } - //-2 means "after hydrogen + second helium recombination" - else if ((xe_input<-1.9) && (xe_input>-2.1)) { - xe_actual = 1. + 2.*pth->YHe/(_not4_*(1.-pth->YHe)); - } - //other negative number is nonsense - else { - class_stop(pth->error_message, - "Your entry for many_tanh_xe[%d] is %e, this makes no sense (either positive or 0,-1,-2)", - bin-1,pth->many_tanh_xe[bin-1]); - } +int thermodynamics_reionization_evolve_with_tau( + struct thermodynamics_parameters_and_workspace * ptpaw, + double mz_ini, + double mz_end, + double * mz_output, + int mz_size + ) { - preio->reionization_parameters[preio->index_reio_first_xe+bin] = xe_actual; - } + /** Summary: */ - /* find largest value of z in the array. We choose to define it as - z_(i_max) + ppr->reionization_start_factor*step_sharpness. */ - preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1] = - preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-2] - +ppr->reionization_start_factor*pth->many_tanh_width; + /** Define local variables */ + int counter; + double z_sup,z_mid,z_inf; + double tau_sup,tau_mid,tau_inf; - /* copy this value in reio_start */ - preio->reionization_parameters[preio->index_reio_start] = preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1]; + int index_ti; + int last_index_back_mz_ini; - /* check it's not too big */ - class_test(preio->reionization_parameters[preio->index_reio_start] > ppr->reionization_z_start_max, - pth->error_message, - "starting redshift for reionization = %e, reionization_z_start_max = %e, you must change the binning or increase reionization_z_start_max", - preio->reionization_parameters[preio->index_reio_start], - ppr->reionization_z_start_max); + struct precision * ppr; + struct background * pba; + struct thermodynamics * pth; + struct thermo_workspace * ptw; - /* find smallest value of z in the array. We choose - to define it as z_0 - ppr->reionization_start_factor*step_sharpness, but at least zero. */ + /* function pointer to ODE evolver and names of possible evolvers */ + extern int evolver_rk(EVOLVER_PROTOTYPE); + extern int evolver_ndf15(EVOLVER_PROTOTYPE); + int (*generic_evolver)(EVOLVER_PROTOTYPE) = evolver_ndf15; - preio->reionization_parameters[preio->index_reio_first_z] = - preio->reionization_parameters[preio->index_reio_first_z+1] - -ppr->reionization_start_factor*pth->many_tanh_width; + /* pointers towards two thermo vector stuctures (see below) */ - if (preio->reionization_parameters[preio->index_reio_first_z] < 0) { - preio->reionization_parameters[preio->index_reio_first_z] = 0.; - } + struct thermo_vector * ptvs; // Vector for storing the initial conditions + struct thermo_vector * ptv; // Temporary vector as workspace - /* infer xe before reio */ - class_call(thermodynamics_get_xe_before_reionization(ppr, - pth, - preco, - preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1], - &(preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-1])), - pth->error_message, - pth->error_message); + /** - Remame fields to avoid heavy notations */ - /* infer xe after reio */ + ppr = ptpaw->ppr; + pba = ptpaw->pba; + pth = ptpaw->pth; + ptw = ptpaw->ptw; + + /** - Choose evolver */ + + switch (ppr->thermo_evolver) { + case rk: + generic_evolver = evolver_rk; + break; + case ndf15: + generic_evolver = evolver_ndf15; + break; + } - preio->reionization_parameters[preio->index_reio_first_xe] = preio->reionization_parameters[preio->index_reio_first_xe+1]; + /** - ptvs will be a pointer towards the same thermo vector that was + used in the previous approximation schemes; it contains values + that will serve here to set initial conditions. */ - /* if we want to model only hydrogen reionization and neglect both helium reionization */ - //preio->reionization_parameters[preio->index_reio_first_xe] = 1.; + ptvs = ptw->ptdw->ptv; - /* if we want to model only hydrogen + first helium reionization and neglect second helium reionization */ - //preio->reionization_parameters[preio->index_reio_first_xe] = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); + /** - ptv is a pointer towards a whole new thermo vector used for + the calculations in the bisection, that we must allocate and + initialize */ - /* if we want to model hydrogen + two helium reionization */ - //preio->reionization_parameters[preio->index_reio_first_xe] = 1. + 2.*pth->YHe/(_not4_*(1.-pth->YHe)); + class_alloc(ptv,sizeof(struct thermo_vector),pth->error_message); - /* pass step sharpness parameter */ - class_test(pth->many_tanh_width<=0, - pth->error_message, - "many_tanh_width must be strictly positive, you passed %e", - pth->many_tanh_width); + /* allocate vector indices dynamically */ + index_ti = 0; + class_define_index(ptv->index_ti_D_Tmat,_TRUE_,index_ti,1); + class_define_index(ptv->index_ti_x_He,_TRUE_,index_ti,1); + class_define_index(ptv->index_ti_x_H,_TRUE_,index_ti,1); + class_define_index(ptv->index_ti_T_idm,pba->has_idm,index_ti,1); + ptv->ti_size = index_ti; - preio->reionization_parameters[preio->index_reio_step_sharpness] = pth->many_tanh_width; + /* Allocate all arrays used during the evolution */ + class_calloc(ptv->y,ptv->ti_size,sizeof(double),pth->error_message); + class_alloc(ptv->dy,ptv->ti_size*sizeof(double),pth->error_message); + class_alloc(ptv->used_in_output,ptv->ti_size*sizeof(int),pth->error_message); - /* fill reionization table */ - class_call(thermodynamics_reionization_sample(ppr,pba,pth,preco,preio,pvecback), - pth->error_message, - pth->error_message); + for (index_ti=0; index_titi_size; index_ti++) { + ptv->used_in_output[index_ti] = _TRUE_; + } - pth->tau_reio=preio->reionization_optical_depth; + /** - Initialize the values of the temporary vector */ + ptv->y[ptv->index_ti_D_Tmat] = ptvs->y[ptvs->index_ti_D_Tmat]; + ptv->y[ptv->index_ti_x_H] = ptvs->y[ptvs->index_ti_x_H]; + ptv->y[ptv->index_ti_x_He] = ptvs->y[ptvs->index_ti_x_He]; + if (pba->has_idm == _TRUE_) + ptv->y[ptv->index_ti_T_idm] = ptvs->y[ptvs->index_ti_T_idm]; - return _SUCCESS_; + ptw->ptdw->ptv = ptv; - } + /** - Evolve quantities through reionization assuming upper value of z_reio */ - /** - (d) if reionization implemented with reio_inter scheme */ + z_sup = ppr->reionization_z_start_max-ppr->reionization_start_factor*pth->reionization_width; + class_test(z_sup < 0., + pth->error_message, + "parameters are such that reionization cannot take place before today while starting after z_start_max; need to increase z_start_max"); + + /* maximum possible reionization redshift */ + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_redshift] = z_sup; + /* maximum possible starting redshift */ + switch (pth->reio_parametrization) { + case reio_camb: + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] = ppr->reionization_z_start_max; + break; + case reio_half_tanh: + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] = z_sup; + break; + default: + class_stop(pth->error_message,"Should not be there: tau_reio acan be an input only for reio_camb and reio_half_tanh"); + break; + } - if (pth->reio_parametrization == reio_inter) { + /* ptaw->ptw->last_index_back has been properly set according to the + redshift z = -mz_inbi, we should keep memory of it */ + last_index_back_mz_ini = ptpaw->ptw->last_index_back; + + /* Calculate a first ionization history at upper limit */ + class_call(generic_evolver(thermodynamics_derivs, + mz_ini, + mz_end, + ptv->y, + ptv->used_in_output, + ptv->ti_size, + ptpaw, + ppr->tol_thermo_integration, + ppr->smallest_allowed_variation, + thermodynamics_timescale, // timescale + ppr->thermo_integration_stepsize, // stepsize + mz_output, // values of z for output + mz_size, // size of previous array + thermodynamics_sources, // function for output + NULL, // print variables + pth->error_message), + pth->error_message, + pth->error_message); - /* this parametrization requires at least one point (z,xe) */ - class_test(pth->reio_inter_num<1, - pth->error_message, - "current implementation of reio_inter requires at least one point (z,xe)"); + /* infer corresponding tau_reio */ + class_call(thermodynamics_reionization_get_tau(ppr, + pba, + pth, + ptw), + pth->error_message, + pth->error_message); - /* this parametrization requires that the first z value is zero */ - class_test(pth->reio_inter_z[0] != 0., - pth->error_message, - "For reio_inter scheme, the first value of reio_inter_z[...] should always be zero, you passed %e", - pth->reio_inter_z[0]); + tau_sup=ptw->reionization_optical_depth; - /* check that z input can be interpreted by the code */ - for (point=1; pointreio_inter_num; point++) { - class_test(pth->reio_inter_z[point-1]>=pth->reio_inter_z[point], - pth->error_message, - "value of reionization bin centers z_i expected to be passed in growing order, unlike: %e, %e", - pth->reio_inter_z[point-1], - pth->reio_inter_z[point]); + class_test(tau_sup < pth->tau_reio, + pth->error_message, + "parameters are such that reionization cannot start after z_start_max"); + + /** - Restore initial conditions */ + ptv->y[ptv->index_ti_D_Tmat] = ptvs->y[ptvs->index_ti_D_Tmat]; + ptv->y[ptv->index_ti_x_H] = ptvs->y[ptvs->index_ti_x_H]; + ptv->y[ptv->index_ti_x_He] = ptvs->y[ptvs->index_ti_x_He]; + if (pba->has_idm == _TRUE_) + ptv->y[ptv->index_ti_T_idm] = ptvs->y[ptvs->index_ti_T_idm]; + + /** - Evolve quantities through reionization assuming lower value of z_reio */ + + z_inf = 0.; + + /* minimum possible reionization redshift */ + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_redshift] = z_inf; + /* minimum possible starting redshift */ + switch (pth->reio_parametrization) { + case reio_camb: + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] = ppr->reionization_start_factor*pth->reionization_width; + if (ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] < pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width) { + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] = pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width; } + case reio_half_tanh: + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] = z_inf; + break; + default: + class_stop(pth->error_message,"Should not be there: tau_reio acan be an input only for reio_camb and reio_half_tanh"); + break; + } - /* this parametrization requires that the last x_i value is zero - (the code will substitute it with the value that one would get in - absence of reionization, as compute by the recombination code) */ - class_test(pth->reio_inter_xe[pth->reio_inter_num-1] != 0., - pth->error_message, - "For reio_inter scheme, the last value of reio_inter_xe[...] should always be zero, you passed %e", - pth->reio_inter_xe[pth->reio_inter_num-1]); - - /* copy here the (z,xe) values passed in input. */ + /* reset ptaw->ptw->last_index_back to match the redshift z = -mz_inbi */ + ptpaw->ptw->last_index_back = last_index_back_mz_ini; + + /* Calculate a second ionization history at lower limit */ + class_call(generic_evolver(thermodynamics_derivs, + mz_ini, + mz_end, + ptv->y, + ptv->used_in_output, + ptv->ti_size, + ptpaw, + ppr->tol_thermo_integration, + ppr->smallest_allowed_variation, + thermodynamics_timescale, // timescale + ppr->thermo_integration_stepsize, // stepsize + mz_output, // values of z for output + mz_size, // size of previous array + thermodynamics_sources, // function for output + NULL, // print variables + pth->error_message), + pth->error_message, + pth->error_message); - for (point=0; pointreio_num_z; point++) { + /* infer corresponding tau_reio */ + class_call(thermodynamics_reionization_get_tau(ppr, + pba, + pth, + ptw), + pth->error_message, + pth->error_message); - preio->reionization_parameters[preio->index_reio_first_z+point] = pth->reio_inter_z[point]; + tau_inf=ptw->reionization_optical_depth; - /* check that xe input can be interpreted by the code */ - xe_input = pth->reio_inter_xe[point]; - if (xe_input >= 0.) { - xe_actual = xe_input; - } - //-1 means "after hydrogen + first helium recombination" - else if ((xe_input<-0.9) && (xe_input>-1.1)) { - xe_actual = 1. + pth->YHe/(_not4_*(1.-pth->YHe)); - } - //-2 means "after hydrogen + second helium recombination" - else if ((xe_input<-1.9) && (xe_input>-2.1)) { - xe_actual = 1. + 2.*pth->YHe/(_not4_*(1.-pth->YHe)); - } - //other negative number is nonsense - else { - class_stop(pth->error_message, - "Your entry for reio_inter_xe[%d] is %e, this makes no sense (either positive or 0,-1,-2)", - point,pth->reio_inter_xe[point]); + class_test(tau_inf > pth->tau_reio, + pth->error_message, + "CLASS cannot reach the low value of tau_reio that was selected, even when setting z_reio as low as 0.\nThis means that some additional physical component is requiring some minimal tau_reio_min = %.10e.\nThis is usually caused by strong energy injections or other modifications of the x_e(z) behaviour.",tau_inf); + + /** - Restore initial conditions */ + ptv->y[ptv->index_ti_D_Tmat] = ptvs->y[ptvs->index_ti_D_Tmat]; + ptv->y[ptv->index_ti_x_H] = ptvs->y[ptvs->index_ti_x_H]; + ptv->y[ptv->index_ti_x_He] = ptvs->y[ptvs->index_ti_x_He]; + if (pba->has_idm == _TRUE_) + ptv->y[ptv->index_ti_T_idm] = ptvs->y[ptvs->index_ti_T_idm]; + + /** - Evolve quantities through reionization, trying intermediate values of z_reio by bisection */ + counter=0; + while ((tau_sup-tau_inf) > pth->tau_reio * ppr->reionization_optical_depth_tol) { + z_mid=0.5*(z_sup+z_inf); + + /* reionization redshift */ + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_redshift] = z_mid; + + /* infer starting redshift for hydrogen (Note, that this is only the start of the ADDITIONAL tanh re-ionization function)*/ + switch (pth->reio_parametrization) { + case reio_camb: + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] = ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_redshift]+ppr->reionization_start_factor*pth->reionization_width; + /* if starting redshift for helium is larger, take that one + * (does not happen in realistic models) */ + if (ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] < pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width) { + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] = pth->helium_fullreio_redshift+ppr->reionization_start_factor*pth->helium_fullreio_width; } - - preio->reionization_parameters[preio->index_reio_first_xe+point] = xe_actual; + break; + case reio_half_tanh: + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] = z_mid; + break; + default: + class_stop(pth->error_message,"Should not be there: tau_reio acan be an input only for reio_camb and reio_half_tanh"); + break; } - /* copy highest redshift in reio_start */ - preio->reionization_parameters[preio->index_reio_start] = preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1]; - - /* check it's not too big */ - class_test(preio->reionization_parameters[preio->index_reio_start] > ppr->reionization_z_start_max, + class_test(ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_start] > ppr->reionization_z_start_max, pth->error_message, - "starting redshift for reionization = %e, reionization_z_start_max = %e, you must change the binning or increase reionization_z_start_max", - preio->reionization_parameters[preio->index_reio_start], - ppr->reionization_z_start_max); - - /* infer xe before reio */ - class_call(thermodynamics_get_xe_before_reionization(ppr, - pth, - preco, - preio->reionization_parameters[preio->index_reio_first_z+preio->reio_num_z-1], - &(preio->reionization_parameters[preio->index_reio_first_xe+preio->reio_num_z-1])), + "starting redshift for reionization > reionization_z_start_max = %e",ppr->reionization_z_start_max); + + /* reset ptaw->ptw->last_index_back to match the redshift z = -mz_inbi */ + ptpaw->ptw->last_index_back = last_index_back_mz_ini; + + /* Compute a new ionization history */ + class_call(generic_evolver(thermodynamics_derivs, + mz_ini, + mz_end, + ptv->y, + ptv->used_in_output, + ptv->ti_size, + ptpaw, + ppr->tol_thermo_integration, + ppr->smallest_allowed_variation, + thermodynamics_timescale, // timescale + ppr->thermo_integration_stepsize, // stepsize + mz_output, // values of z for output + mz_size, // size of previous array + thermodynamics_sources, // function for output + NULL, // print variables + pth->error_message), pth->error_message, pth->error_message); - /* fill reionization table */ - class_call(thermodynamics_reionization_sample(ppr,pba,pth,preco,preio,pvecback), + /* infer corresponding tau_reio */ + class_call(thermodynamics_reionization_get_tau(ppr, + pba, + pth, + ptw), pth->error_message, pth->error_message); - pth->tau_reio=preio->reionization_optical_depth; + tau_mid=ptw->reionization_optical_depth; - return _SUCCESS_; + /* trial */ + if (tau_mid > pth->tau_reio) { + z_sup=z_mid; + tau_sup=tau_mid; + } + else { + z_inf=z_mid; + tau_inf=tau_mid; + } + + /* Restore initial conditions */ + ptv->y[ptv->index_ti_D_Tmat] = ptvs->y[ptvs->index_ti_D_Tmat]; + ptv->y[ptv->index_ti_x_H] = ptvs->y[ptvs->index_ti_x_H]; + ptv->y[ptv->index_ti_x_He] = ptvs->y[ptvs->index_ti_x_He]; + if (pba->has_idm == _TRUE_) + ptv->y[ptv->index_ti_T_idm] = ptvs->y[ptvs->index_ti_T_idm]; + /* counter to avoid infinite loop */ + counter++; + class_test(counter > _MAX_IT_, + pth->error_message, + "while searching for reionization_optical_depth, maximum number of iterations exceeded"); } - class_test(0 == 0, + /** - Store the ionization redshift in the thermodynamics structure */ + pth->z_reio = ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_reio_redshift]; + + /** - Free tempeoraty thermo vector */ + class_call(thermodynamics_vector_free(ptv), pth->error_message, - "value of reio_z_or_tau=%d unclear",pth->reio_z_or_tau); + pth->error_message); + + /* point ptw->ptdw->ptv to same location as when entering the function */ + ptw->ptdw->ptv = ptvs; + return _SUCCESS_; } /** - * For fixed input reionization parameters, this routine computes the - * reionization history and fills the reionization table. - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param pth Input: pointer to thermo structure - * @param preco Input: pointer to filled recombination structure - * @param preio Input/Output: pointer to reionization structure (to be filled) - * @param pvecback Input: vector of background quantities (used as workspace: must be already allocated, with format short_info or larger, but does not need to be filled) - * @return the error status + * Subroutine evaluating the derivative of thermodynamical quantities + * with respect to negative redshift mz=-z. + * + * Automatically recognizes the current approximation interval and + * computes the derivatives for this interval of the vector y, which + * contains (Tmat, x_H, x_He) + others for exotic models. + * + * Derivatives are obtained either by calling either HyRec 2020 (Lee and Ali-Haimoud 2020, 2007.14114) + * or RecFastCLASS (that is, RecFast version 1.5, modified by Daniel Meinert and Nils Schoeneberg for + * better precision and smoothness at early times). See credits and licences in the wrappers (in external/...) + * + * This is one of the few functions in the code which are passed to the generic_evolver routine. Since generic_evolver + * should work with functions passed from various modules, the format of the arguments is a bit special: + * + * - fixed parameters and workspaces are passed through a generic pointer. Here, this pointer contains the precision, background + * and thermodynamics structures, plus a background vector, but generic_evolver doesn't know its precise structure. + * + * - the error management is a bit special: errors are not written as usual to pth->error_message, but to a generic error_message + * passed in the list of arguments. + * + * @param mz Input: negative redshift mz = -z + * @param y Input: vector of variable to integrate + * @param dy Output: its derivative (already allocated) + * @param parameters_and_workspace Input: pointer to fixed parameters (e.g. indices) and workspace (already allocated) + * @param error_message Output: error message */ -int thermodynamics_reionization_sample( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * preco, - struct reionization * preio, - double * pvecback - ) { - +int thermodynamics_derivs( + double mz, + double * y, + double * dy, + void * parameters_and_workspace, + ErrorMsg error_message + ) { /** Summary: */ - /** - define local variables */ + /** Define local variables */ + /* Index for iterating over derivatives */ + int index_ti; - /* a growing table (since the number of redshift steps is not known a priori) */ - growTable gTable; - /* needed for growing table */ - double * pData; - /* needed for growing table */ - void * memcopy_result; - /* current vector of values related to reionization */ - double * reio_vector; - /* running index inside thermodynamics table */ - int i; - int number_of_redshifts; - /* values of z, dz, X_e */ - double dz,dz_max; - double z,z_next; - double xe,xe_next; - double dkappadz,dkappadz_next; - double Tb,Yp,dTdz,opacity,mu; - double dkappadtau,dkappadtau_next; - double energy_rate; - double tau; - double chi_heat; - int last_index_back; - double relative_variation; + /* Shorthand notations */ + double z,x,nH,Trad,Tmat,x_H,x_He,Hz,eps,depsdlna,dHdlna,heat_capacity,rate_gamma_b; - Yp = pth->YHe; + /* Baryon molecular weight */ + double mu_bar; - /** - (a) allocate vector of values related to reionization */ - class_alloc(reio_vector,preio->re_size*sizeof(double),pth->error_message); + /* Shorthand notations for all of the structs */ + struct thermodynamics_parameters_and_workspace * ptpaw; + struct precision * ppr; + struct background * pba; + struct thermodynamics * pth; + double * pvecback; + struct thermo_workspace * ptw; + struct thermo_diffeq_workspace * ptdw; + struct thermo_vector * ptv; + struct thermorecfast * precfast; + struct injection * pin; + int ap_current; - /** - (b) create a growTable with gt_init() */ - class_call(gt_init(&gTable), - gTable.error_message, - pth->error_message); + /* varying fundamental constants */ + double alpha = 1., me = 1., rescale_rate = 1.; - /** - (c) first line is taken from thermodynamics table, just before reionization starts */ + /* Redshift */ + z = -mz; - /** - --> look where to start in current thermodynamics table */ - i=0; - while (preco->recombination_table[i*preco->re_size+preco->index_re_z] < preio->reionization_parameters[preio->index_reio_start]) { - i++; - class_test(i == ppr->recfast_Nz0, - pth->error_message, - "reionization_z_start_max = %e > largest redshift in thermodynamics table",ppr->reionization_z_start_max); - } + /** - Rename structure fields (just to avoid heavy notations) */ - /** - --> get redshift */ - z=preco->recombination_table[i*preco->re_size+preco->index_re_z]; - reio_vector[preio->index_re_z]=z; - preio->index_reco_when_reio_start=i; + /* structures */ + ptpaw = parameters_and_workspace; + ppr = ptpaw->ppr; + pba = ptpaw->pba; + pth = ptpaw->pth; + pin = &(pth->in); + /* vector of background quantities */ + pvecback = ptpaw->pvecback; + /* thermodynamics workspace & vector */ + ptw = ptpaw->ptw; + ptdw = ptw->ptdw; + ptv = ptdw->ptv; + /* pointer to Recfast/HyRec wrappers */ + precfast = ptdw->precfast; + /* Approximation flag */ + ap_current = ptdw->ap_current; + + /** - Get background/thermo quantities in this point */ + + class_call(background_at_z(pba, + z, + long_info, + inter_closeby, + &(ptw->last_index_back), + pvecback), + pba->error_message, + error_message); - /** - --> get \f$ X_e \f$ */ - class_call(thermodynamics_reionization_function(z,pth,preio,&xe), - pth->error_message, - pth->error_message); + /* Hz is H in inverse seconds (while pvecback returns [H0/c] in inverse Mpcs) */ + Hz = pvecback[pba->index_bg_H] * _c_ / _Mpc_over_m_; - reio_vector[preio->index_re_xe] = xe; + /* Total number density of Hydrogen nuclei in SI units */ + nH = ptw->SIunit_nH0 * (1.+z) * (1.+z) * (1.+z); - /** - --> get \f$ d \kappa / d z = (d \kappa / d \tau) * (d \tau / d z) = - (d \kappa / d \tau) / H \f$ */ + /* Photon temperature in Kelvins. Modify this for some non-trivial photon temperature changes */ + Trad = ptw->Tcmb * (1.+z); - class_call(background_tau_of_z(pba, - z, - &tau), - pba->error_message, - pth->error_message); + /** Set Tmat from the evolver (it is always evolved) and store it in the workspace. */ + Tmat = y[ptv->index_ti_D_Tmat] + ptw->Tcmb*(1.+z); - class_call(background_at_tau(pba, - tau, - pba->short_info, - pba->inter_normal, - &last_index_back, - pvecback), - pba->error_message, - pth->error_message); + /* For varying fundamental constants (according to 1705.03925) */ + if (pth->has_varconst == _TRUE_) { + alpha = pvecback[pba->index_bg_varc_alpha]; + me = pvecback[pba->index_bg_varc_me]; + rescale_rate = alpha*alpha/me/me/me; + } - reio_vector[preio->index_re_dkappadtau] = (1.+z) * (1.+z) * pth->n_e * xe * _sigma_ * _Mpc_over_m_; + /** - The input vector y contains thermodynamic variables like + (Tmat, x_H,x_He). The goal of this function is: 1) Depending on + the chosen code and current approximation, to use either + analytical approximations or the vector y to calculate x_e; 2) To + compute re-ionization effects on x_e; The output of this function + is stored in the workspace ptdw */ - class_test(pvecback[pba->index_bg_H] == 0., + class_call(thermodynamics_ionization_fractions(z,y,pba,pth,ptw,ap_current), pth->error_message, - "stop to avoid division by zero"); + error_message); - reio_vector[preio->index_re_dkappadz] = reio_vector[preio->index_re_dkappadtau] / pvecback[pba->index_bg_H]; + /* Save the output in local variables */ + x = ptdw->x_reio; - dkappadz = reio_vector[preio->index_re_dkappadz]; - dkappadtau = reio_vector[preio->index_re_dkappadtau]; + /** - If needed, calculate heating effects (i.e. any possible energy deposition rates + affecting the evolution equations for x and Tmat) */ - /** - --> get baryon temperature **/ - Tb = preco->recombination_table[i*preco->re_size+preco->index_re_Tb]; - reio_vector[preio->index_re_Tb] = Tb; + if (pth->has_exotic_injection == _TRUE_) { + /* In case of energy injection, we currently neglect the contribution to helium ionization for RecFast ! */ + /* Note that we calculate here the energy injection INCLUDING reionization ! */ + class_call(injection_calculate_at_z(pba,pth,x,z,Tmat,pvecback), + pin->error_message, + error_message); + } - /** - --> after recombination, Tb scales like (1+z)**2. Compute constant factor Tb/(1+z)**2. */ - //Tba2 = Tb/(1+z)/(1+z); + /** - Derivative of the ionization fractions */ + x_H = ptdw->x_H; + x_He = ptdw->x_He; + x = ptdw->x_noreio; + switch (pth->recombination) { + + /** --> use Recfast or HyRec to get the derivatives d(x_H)/dz and + d(x_He)/dz, and store the result directly in the vector + dy. This gives the derivative of the ionization fractions from + recombination only (not from reionization). Of course, the + full treatment would involve the actual evolution equations + for x_H and x_He during reionization, but these are not yet + fully implemented. */ + case recfast: + precfast->fsR = alpha; /**< Pass value of fsR = relative alpha (fine-structure) */ + precfast->meR = me; /**< Pass value of meR = relative m_e (effective eletron mass) */ + /* Hydrogen equations */ + if (ptdw->require_H == _TRUE_) { + class_call(recfast_dx_H_dz(pth,precfast,x_H,x,nH,z,Hz,Tmat,Trad,&(dy[ptv->index_ti_x_H])), + precfast->error_message, + error_message); + } - /** - --> get baryon sound speed */ - reio_vector[preio->index_re_cb2] = 5./3. * _k_B_ / ( _c_ * _c_ * _m_H_ ) * (1. + (1./_not4_ - 1.) * Yp + xe * (1.-Yp)) * Tb; + /* Helium equations */ + if (ptdw->require_He == _TRUE_) { + class_call(recfast_dx_He_dz(pth,precfast,x_He,x,x_H,nH,z,Hz,Tmat,Trad,&(dy[ptv->index_ti_x_He])), + precfast->error_message, + error_message); + } - /** - --> store these values in growing table */ - class_call(gt_add(&gTable,_GT_END_,(void *) reio_vector,sizeof(double)*(preio->re_size)), - gTable.error_message, - pth->error_message); + break; + case hyrec: + /* Hydrogen equations */ + if (ptdw->require_H == _TRUE_) { + class_call(hyrec_dx_H_dz(pth,ptw->ptdw->phyrec,x_H,x_He,x,nH,z,Hz,Tmat,Trad,alpha,me,&(dy[ptv->index_ti_x_H])), + ptw->ptdw->phyrec->error_message, + error_message); + } + + /* Helium equations */ + if (ptdw->require_He == _TRUE_) { + class_call(hyrec_dx_He_dz(pth,ptw->ptdw->phyrec,x_H,x_He,x,nH,z,Hz,Tmat,Trad,alpha,me,&(dy[ptv->index_ti_x_He])), + ptw->ptdw->phyrec->error_message, + error_message); + } + break; + } - number_of_redshifts=1; + /** - Derivative of the matter temperature (relevant for both Recfast and HyRec cases) */ - /** - (d) set the maximum step value (equal to the step in thermodynamics table) */ - dz_max=preco->recombination_table[i*preco->re_size+preco->index_re_z] - -preco->recombination_table[(i-1)*preco->re_size+preco->index_re_z]; + /* Restore the real x for the temperature equations. */ + x = ptdw->x_reio; - /** - (e) loop over redshift values in order to find values of z, x_e, kappa' (Tb and cb2 found later by integration). The sampling in z space is found here. */ + /** - Calculate quantities for interacting dark matter */ + if (pba->has_idm == _TRUE_ || pba->has_idr == _TRUE_) { + class_call(thermodynamics_idm_quantities(pba, z, y, dy, pth, ptw, pvecback), + pth->error_message, + pth->error_message); + } - /* initial step */ - dz = dz_max; + /* Using the following definitions and equations, we derive a few important quantities + Using n_e = x * n_H, n_He = f * n_H, rho_He ~ YHe * rho_b, rho_H ~ (1-YHe)*rho_b) + - Heat capacity of the IGM + heat_capacity = (3/2)*k_B*(n_H+n_He+n_e) = (3/2)*k_B*(1+f+x)*n_H + - Mean baryonic molecular mass + mu_bar = (rho_H + rho_He + rho_e)/(n_H + n_He + n_e) ~ ( (1. + YHe/(1+YHe) + 0.) * rho_H )/( (1. + f + x) * n_H) = m_H / (1+x+f) /(1-YHe) + - Photon-baryon momentum transfer rate + R_g = (4/3 * rho_g/rho_b) * (sigma_T * n_e) = (4/3 * rho_g * sigma_T ) * x * (1-YHe)/m_H + - Photon-Baryon interaction rate: + rate_gamma_b = 2 * mu_bar / m_e * R_g = 2 * (sigma_T/m_e) * (4/3 * rho_g) * x / (1. + f + x) + */ + /* Photon-Baryon temperature change rate */ + rate_gamma_b = ( 2. * _sigma_/_m_e_/_c_ ) * ( 4./3. * pvecback[pba->index_bg_rho_g] * _Jm3_over_Mpc2_ ) * x / (1.+x+ptw->fHe); + if (pth->has_varconst == _TRUE_) { + rate_gamma_b *= rescale_rate; + } - while (z > 0.) { + /* Heat capacity of the IGM */ + heat_capacity = (3./2.)*_k_B_*nH*(1.+ptw->fHe+x); + + /* + * A note on the temperature definition: + * + * All equations work with D_Tmat = Tmat - Trad + * + * Thus all derivatives are calculated as dD_Tmat/dz = dTmat/dz - Tcmb + **/ + + /* + * A note on the 'early' time steady state expansion (activated here before HeIII recombination): + * + * Note: dTr/dz = Tr/(1+z) = Tcmb + * + * The early system of CMB and matter is very tightly coupled anyway, so we can expand in the following way: + * The full equation is dTm/dz = (Tm-Tr)/e /(1+z) + 2 Tm/(1+z). Here e = H*(1+x+f)/(cT*Tr^4*x) << 1 at early times + * + * Find the first order solution in e, by multiplying in (1+z)*e, and approximate + * e*(dTm/dz)*(1+z) ~ e*(dTr/dz)*(1+z) + O(e^2) ~ e * Tr + * + * You find e*Tr = (Tm-Tr) + 2 Tm * e + * Thus Tm = (1+e)/(1+2*e) * Tr = Tr * (1-e) + O(e^2) + * + * This is the steady state solution, which is the SAME as e.g. in HyRec + * In our notation, eps = e*Tr, so we get Tm = Tr - eps + * + * So, taking the derivative of the right hand side, we obtain dTm/dz = Tcmb - eps*(dln(eps)/dz) + * + * Now use the form of eps = Tr*e = H*(1+x+f)/(cT*Tr^3*x) to derive the remaining terms in the below formula + * => dln(eps)/dlna = dln(H)/dlna - (1+f)/(1+x+f)*dln(x)/dlna + 3*dln(Tr)/dlna + * + * We also approximate dln(x)/dlna << 1, since we are before HeIII recombination, thus finding + * => dln(eps)/dlna ~ dln(H)/dlna + 3 + * + * dD_Tmat/dz = d(-eps)/dz = - eps * dln(eps)/dz = eps *dln(eps)/dlna /(1.+z) + **/ + + if ( ap_current == ptdw->index_ap_brec || (ptw->has_ap_idmtca == _TRUE_ && ap_current == ptdw->index_ap_idmtca)) { + /* Early time steady state equation */ + dHdlna = (1.+z)*pvecback[pba->index_bg_H_prime]/pvecback[pba->index_bg_H] * _c_ / _Mpc_over_m_; + eps = Trad * Hz / rate_gamma_b; + depsdlna = dHdlna/Hz + 3.; + /* Recfast v 1.5: add here a smoothing term as suggested by Adam Moss */ + dy[ptdw->ptv->index_ti_D_Tmat] = eps * depsdlna / (1.+z); + } - class_test(dz < ppr->smallest_allowed_variation, - pth->error_message, - "stuck in the loop for reionization sampling, as if you were trying to impose a discontinuous evolution for xe(z)"); + else { + /* Full equations at later times */ + dy[ptv->index_ti_D_Tmat] = + + 2.*Tmat/(1.+z) /* Adiabatic expansion */ + + rate_gamma_b * (Tmat-Trad) / (Hz*(1.+z)) /* Coupling to photons*/ + - ptw->Tcmb; /* dTrad/dz */ + + /* Add heating from energy injection */ + if (pth->has_exotic_injection == _TRUE_) { + dy[ptv->index_ti_D_Tmat] -= pin->pvecdeposition[pin->index_dep_heat] / heat_capacity / (Hz*(1.+z)); + } + /* Add term coming from idm_b */ + if (pth->has_idm_b == _TRUE_){ + mu_bar = _m_H_ / (1. + x + ptw->fHe) / (1. - pth->YHe); //In units of kg + dy[ptv->index_ti_D_Tmat] += 2.* pvecback[pba->index_bg_rho_idm]/pvecback[pba->index_bg_rho_b] + * mu_bar/(pth->m_idm*_eV_/_c_/_c_ + _m_p_) + * ptdw->R_idm_b*(Tmat-ptdw->T_idm) / (pvecback[pba->index_bg_a]*pvecback[pba->index_bg_H]*(1.+z)); + } + } - /* - try next step */ - z_next=z-dz; - if (z_next < 0.) z_next=0.; + /** - Derivative of the Dark Matter temperature */ + if (pba->has_idm == _TRUE_ && !(ptw->has_ap_idmtca == _TRUE_ && ap_current == ptdw->index_ap_idmtca)) { + dy[ptv->index_ti_T_idm] = - ptdw->T_idm_prime; // the negative sign will be negated at the end + } - class_call(thermodynamics_reionization_function(z_next,pth,preio,&xe_next), - pth->error_message, - pth->error_message); + /** - If we have extreme heatings, recombination does not fully happen + * and/or re-ionization happens before a redshift of + * reionization_z_start_max (default = 50). We want to catch this + * unphysical regime, because it would lead to further errors + * (and/or unphysical calculations) within our recombination codes + */ - class_call(background_tau_of_z(pba, - z_next, - &tau), - pba->error_message, - pth->error_message); + class_test((x>1.0) && (z < ppr->z_end_reco_test) && (z > ppr->reionization_z_start_max), + error_message, + "At redshift %.5g : Recombination did not complete by redshift %.5g, or re-ionization happened before %.5g.\nIf this is a desired behavior, please adjust z_end_reco_test and/or reionization_z_start_max.", + z,ppr->z_end_reco_test,ppr->reionization_z_start_max); - class_call(background_at_tau(pba, - tau, - pba->short_info, - pba->inter_normal, - &last_index_back, - pvecback), - pba->error_message, - pth->error_message); + /** - invert all derivatives (because the evolver evolves with -z, not with +z) */ - class_test(pvecback[pba->index_bg_H] == 0., - pth->error_message, - "stop to avoid division by zero"); + for (index_ti=0;index_tiptv->ti_size;index_ti++) { + dy[index_ti]=-dy[index_ti]; + } - dkappadz_next= (1.+z_next) * (1.+z_next) * pth->n_e * xe_next * _sigma_ * _Mpc_over_m_ / pvecback[pba->index_bg_H]; + return _SUCCESS_; +} - dkappadtau_next= (1.+z_next) * (1.+z_next) * pth->n_e * xe_next * _sigma_ * _Mpc_over_m_; +/** + * This function is relevant for the rk evolver, not ndf15. It + * estimates a timescale 'delta z' over which quantitites vary. The rk + * evolver divides large intervals in steps given by this timescale + * multiplied by ppr->thermo_integration_stepsize. + * + * This is one of the few functions in the code which is passed to the generic_evolver routine. Since generic_evolver + * should work with functions passed from various modules, the format of the arguments is a bit special: + * + * - fixed parameters and workspaces are passed through a generic pointer. generic_evolver doesn't know the content of this + * pointer. + * + * - the error management is a bit special: errors are not written as usual to pth->error_message, but to a generic error_message passed + * in the list of arguments. + * + * @param mz Input: minus the redshift + * @param thermo_parameters_and_workspace Input: pointer to parameters and workspace + * @param timescale Output: pointer to the timescale + * @param error_message Output: possible errors are written here + * @return the error status + */ - class_test((dkappadz == 0.) || (dkappadtau == 0.), - pth->error_message, - "stop to avoid division by zero"); +int thermodynamics_timescale( + double mz, + void * thermo_parameters_and_workspace, + double * timescale, + ErrorMsg error_message + ) { - relative_variation = fabs((dkappadz_next-dkappadz)/dkappadz) + - fabs((dkappadtau_next-dkappadtau)/dkappadtau); + int index_z; + struct thermodynamics_parameters_and_workspace * ptpaw; - if (relative_variation < ppr->reionization_sampling) { - /* accept the step: get \f$ z, X_e, d kappa / d z \f$ and store in growing table */ + ptpaw = thermo_parameters_and_workspace; - z=z_next; - xe=xe_next; - dkappadz=dkappadz_next; - dkappadtau= dkappadtau_next; + /* We could evaluate the timescale automatically, e.g, as [x / (dx/dz)]. */ - class_test((dkappadz == 0.) || (dkappadtau == 0.), - pth->error_message, - "dkappadz=%e, dkappadtau=%e, stop to avoid division by zero",dkappadz,dkappadtau); + /* But for simplicity, we assume that the array of values of z to + sample (pth->z_table) has been chosen in such way that the + quantities vary only by a small amount over each step. Thus we + define our step as delta(-z) = ((-z_i+1) - (-z_i)) = (z_i - + z_i+1) */ - reio_vector[preio->index_re_z] = z; - reio_vector[preio->index_re_xe] = xe; - reio_vector[preio->index_re_dkappadz] = dkappadz; - reio_vector[preio->index_re_dkappadtau] = dkappadz * pvecback[pba->index_bg_H]; + /* find index_z such that pth->z_table[index_z] > z > pth->z_table[index_z+1] */ + class_call(array_hunt_ascending(ptpaw->pth->z_table, + ptpaw->pth->tt_size, + -mz, + &index_z, + error_message), + error_message, + error_message); - class_call(gt_add(&gTable,_GT_END_,(void *) reio_vector,sizeof(double)*(preio->re_size)), - gTable.error_message, - pth->error_message); + *timescale = ptpaw->pth->z_table[index_z+1] - ptpaw->pth->z_table[index_z]; - number_of_redshifts++; + return _SUCCESS_; +} - dz = MIN(0.9*(ppr->reionization_sampling/relative_variation),5.)*dz; - dz = MIN(dz,dz_max); - } - else { - /* do not accept the step and update dz */ - dz = 0.9*(ppr->reionization_sampling/relative_variation)*dz; - } - } +/** + * This function is passed to the generic evolver and is called whenever we want to store values for a given mz. + * + * The ionization fraction is either computed within a call to + * thermodynamics_derivs(). Moreover there is an automatic smoothing + * enabled which smoothes out the the ionization_fraction after each + * approximation switch. This is also the place where HyRec is asked + * to evolve x(z) using its internal system of differential equations + * over the next range [z_i, z_i+1], and to store the result in a + * temporary table. + * + * This is one of the few functions in the code which is passed to the generic_evolver routine. Since generic_evolver + * should work with functions passed from various modules, the format of the arguments is a bit special: + * + * - fixed parameters and workspaces are passed through a generic pointer. generic_evolver doesn't know the content of this + * pointer. + * + * - the error management is a bit special: errors are not written as usual to pth->error_message, but to a generic error_message passed + * in the list of arguments. + * + * All quantities are computed by a simple call to thermodynamics_derivs, which computes all necessary quantities + * and stores them in the ptdw thermo_diffeq_workspace structure + * + * @param mz Input: negative redshift, belonging to array mz_output + * @param y Input: vector of evolved thermodynamical quantities + * @param dy Input: derivatives of this vector w.r.t redshift + * @param index_z Input: index in the array mz_output + * @param thermo_parameters_and_workspace Input/Output: in input, all parameters needed by thermodynamics_derivs; in output, recombination table + * @param error_message Output: error message + * @return the error status + */ - /** - (f) allocate reionization_table with correct size */ - class_alloc(preio->reionization_table,preio->re_size*number_of_redshifts*sizeof(double),pth->error_message); +int thermodynamics_sources( + double mz, + double * y, + double * dy, + int index_z, + void * thermo_parameters_and_workspace, + ErrorMsg error_message + ) { - preio->rt_size=number_of_redshifts; + /** Summary: */ - /** - (g) retrieve data stored in the growTable with gt_getPtr() */ - class_call(gt_getPtr(&gTable,(void**)&pData), - gTable.error_message, - pth->error_message); + /** Define local variables */ + /* Shorthand notations */ + double z,x=0.,Tmat,Trad,dTmat; + /* Varying fundamental constants */ + double sigmaTrescale = 1.,alpha = 1.,me = 1.; + /* Recfast smoothing */ + double x_previous, weight,s; + /* Structures as shorthand_notation */ + struct thermodynamics_parameters_and_workspace * ptpaw; + struct background * pba; + struct thermodynamics * pth; + struct thermo_workspace * ptw; + struct thermo_diffeq_workspace * ptdw; + struct thermo_vector * ptv; + int ap_current; - /** - (h) copy growTable to reionization_temporary_table (invert order of lines, so that redshift is growing, like in recombination table) */ - for (i=0; i < preio->rt_size; i++) { - memcopy_result = memcpy(preio->reionization_table+i*preio->re_size,pData+(preio->rt_size-i-1)*preio->re_size,preio->re_size*sizeof(double)); - class_test(memcopy_result != preio->reionization_table+i*preio->re_size, - pth->error_message, - "cannot copy data back to reionization_temporary_table"); + /* Redshift */ + z = -mz; - } + /** - Rename structure fields (just to avoid heavy notations) */ - /** - (i) free the growTable with gt_free() , free vector of reionization variables */ - class_call(gt_free(&gTable), - gTable.error_message, - pth->error_message); + /* Structs */ + ptpaw = thermo_parameters_and_workspace; + pba = ptpaw->pba; + pth = ptpaw->pth; + /* Thermo workspace & vector */ + ptw = ptpaw->ptw; + ptdw = ptw->ptdw; + ptv = ptdw->ptv; + /* Approximation flag */ + ap_current = ptdw->ap_current; + + if (pth->has_exotic_injection == _TRUE_) { + /* Tell heating module that it should store the heating at this z in its internal table */ + (pth->in).to_store = _TRUE_; + } - free(reio_vector); + /** - Recalculate all quantities at this current redshift: we need + at least pvecback, ptdw->x_reio, dy[ptv->index_ti_D_Tmat] */ - /** - (j) another loop on z, to integrate equation for Tb and to compute cb2 */ - for (i=preio->rt_size-1; i >0 ; i--) { + class_call(thermodynamics_derivs(mz,y,dy,thermo_parameters_and_workspace,error_message), + error_message, + error_message); - z = preio->reionization_table[i*preio->re_size+preio->index_re_z]; + /* Assign local variables (note that pvecback is filled through derivs) */ + Trad = ptw->Tcmb*(1.+z); + Tmat = y[ptv->index_ti_D_Tmat] + Trad; + /* Note that dy[index_ti_Q] represents dQ/d(-z), thus we need -dy here */ + dTmat = -dy[ptv->index_ti_D_Tmat] + Trad/(1.+z); - class_call(background_tau_of_z(pba, - z, - &tau), + /* Get sigmaT rescale factor from fundamental constants */ + if (pth->has_varconst == _TRUE_) { + class_call(background_varconst_of_z(pba, z, &alpha, &me), pba->error_message, pth->error_message); + sigmaTrescale = alpha*alpha/me/me; + } - class_call(background_at_tau(pba, - tau, - pba->normal_info, - pba->inter_normal, - &last_index_back, - pvecback), - pba->error_message, - pth->error_message); + /* get x */ + x = ptdw->x_reio; - dz = (preio->reionization_table[i*preio->re_size+preio->index_re_z]-preio->reionization_table[(i-1)*preio->re_size+preio->index_re_z]); + /** - In the recfast case, we manually smooth the results a bit */ - opacity = (1.+z) * (1.+z) * pth->n_e - * preio->reionization_table[i*preio->re_size+preio->index_re_xe] * _sigma_ * _Mpc_over_m_; + /* Smoothing if we are shortly after an approximation switch, i.e. if z is within 2 delta after the switch*/ + if ((ap_current != 0) && (z > ptdw->ap_z_limits[ap_current-1]-2*ptdw->ap_z_limits_delta[ap_current])) { - mu = _m_H_/(1. + (1./_not4_ - 1.) * pth->YHe + preio->reionization_table[i*preio->re_size+preio->index_re_xe] * (1.-pth->YHe)); + class_call(thermodynamics_ionization_fractions(z,y,pba,pth,ptw,ap_current-1), + pth->error_message, + error_message); - /** - --> derivative of baryon temperature */ + x_previous = ptdw->x_reio; + // get s from 0 to 1 + s = (ptdw->ap_z_limits[ap_current-1]-z)/(2*ptdw->ap_z_limits_delta[ap_current]); + // infer f2(x) = smooth function interpolating from 0 to 1 + weight = f2(s); - dTdz=2./(1+z)*preio->reionization_table[i*preio->re_size+preio->index_re_Tb] - -2.*mu/_m_e_*4.*pvecback[pba->index_bg_rho_g]/3./pvecback[pba->index_bg_rho_b]*opacity* - (pba->T_cmb * (1.+z)-preio->reionization_table[i*preio->re_size+preio->index_re_Tb])/pvecback[pba->index_bg_H]; + /* get smoothed x */ + x = weight*x+(1.-weight)*x_previous; + } - if (preco->annihilation > 0) { + /** - Store the results in the table. Results are obtained in order of decreasing z, and stored in order of growing z */ - class_call(thermodynamics_energy_injection(ppr,pba,preco,z,&energy_rate,pth->error_message), - pth->error_message, - pth->error_message); + /* ionization fraction */ + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size+pth->index_th_xe] = x; - // old approximation from Chen and Kamionkowski: - // chi_heat = (1.+2.*preio->reionization_table[i*preio->re_size+preio->index_re_xe])/3.; + /* Tb */ + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size+pth->index_th_Tb] = Tmat; - // coefficient as revised by Slatyer et al. 2013 - // (in fact it is a fit by Vivian Poulin of columns 1 and 2 in Table V - // of Slatyer et al. 2013): - xe = preio->reionization_table[i*preio->re_size+preio->index_re_xe]; - if (xe < 1.) - chi_heat = MIN(0.996857*(1.-pow(1.-pow(xe,0.300134),1.51035)),1); - else - chi_heat = 1.; + /* Baryon temperature derivative */ + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size+pth->index_th_dTb] = dTmat; - dTdz+= -2./(3.*_k_B_)*energy_rate*chi_heat - /(preco->Nnow*pow(1.+z,3))/(1.+preco->fHe+preio->reionization_table[i*preio->re_size+preio->index_re_xe]) - /(pvecback[pba->index_bg_H]*_c_/_Mpc_over_m_*(1.+z)); /* energy injection */ + /* wb = (k_B/mu) Tb */ + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size+pth->index_th_wb] + = _k_B_ / ( _c_ * _c_ * _m_H_ ) * (1. + (1./_not4_ - 1.) * ptw->YHe + x * (1.-ptw->YHe)) * Tmat; + /* cb2 = (k_B/mu) Tb (1-1/3 dlnTb/dlna) = (k_B/mu) Tb (1 + 1/3 (1+z) dlnTb/dz) */ + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size+pth->index_th_cb2] + = _k_B_ / ( _c_ * _c_ * _m_H_ ) * (1. + (1./_not4_ - 1.) * ptw->YHe + x * (1.-ptw->YHe)) * Tmat * (1. + (1.+z) * dTmat / Tmat / 3.); + + /* dkappa/dtau = a n_e x_e sigma_T = a^{-2} n_e(today) x_e sigma_T (in units of 1/Mpc) */ + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size+pth->index_th_dkappa] + = (1.+z) * (1.+z) * ptw->SIunit_nH0 * x * sigmaTrescale * _sigma_ * _Mpc_over_m_; + + if (pba->has_idm == _TRUE_) { + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size + pth->index_th_T_idm] = ptdw->T_idm; + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size + pth->index_th_c2_idm] = ptdw->c2_idm; + if (pth->has_idm_g == _TRUE_) { + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size + pth->index_th_dmu_idm_g] = ptdw->dmu_idm_g; + } + if (pth->has_idm_dr == _TRUE_) { + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size + pth->index_th_dmu_idm_dr] = ptdw->dmu_idm_dr; + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size + pth->index_th_ddmu_idm_dr] = ptdw->Sinv_idm_dr * ptdw->dmu_idm_dr; /* store temporarily in 'wrong' column */ + } + if (pth->has_idm_b == _TRUE_){ + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size+pth->index_th_R_idm_b] = ptdw->R_idm_b; } + } + if (pba->has_idr == _TRUE_) { + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size + pth->index_th_T_idr] = pba->T_idr*(1.+z); + pth->thermodynamics_table[(pth->tt_size-index_z-1)*pth->th_size + pth->index_th_dmu_idr] = ptdw->dmu_idr; + } + + return _SUCCESS_; +} + +/** + * Get the optical depth of reionization tau_reio for a given thermodynamical history. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param ptw Input: pointer to thermodynamics workspace + * @return the error status + */ - /** - --> increment baryon temperature */ +int thermodynamics_reionization_get_tau( + struct precision * ppr, + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace * ptw + ) { - preio->reionization_table[(i-1)*preio->re_size+preio->index_re_Tb] = - preio->reionization_table[i*preio->re_size+preio->index_re_Tb]-dTdz*dz; + /** Summary: */ - /** - --> get baryon sound speed */ + /** Define local variables */ + /* running index inside thermodynamics table */ + int index_z,index_reio_start=0; + double x_e_min; + + x_e_min = _HUGE_; + + /** + * We are searching now for the start of reionization. This will be + * the time at which the optical depth tau_reio will be computed. + * + * Note that the value reionization_parameters[index_reio_start] is + * only the start of the reionization function added manually, but + * not necessarily the total start of reionization. Reionization + * could be longer/shifted by energy injection. + * + * The actual the definition of tau_reio is not unique and + * unambiguous. We defined it here to be the optical depth up to the + * time at which there is a global minimum in the free electron + * fraction. We search for this time by iterating over the + * thermodynamics table, in order to find the corresponding + * index_reio_start. + */ + + for (index_z=0; index_ztt_size-1; index_z++) { + if (pth->thermodynamics_table[index_z*pth->th_size+pth->index_th_xe] < x_e_min) { + x_e_min = pth->thermodynamics_table[index_z*pth->th_size+pth->index_th_xe]; + index_reio_start = index_z; + } + } - preio->reionization_table[(i-1)*preio->re_size+preio->index_re_cb2] = _k_B_/ ( _c_ * _c_ * mu) - * preio->reionization_table[(i-1)*preio->re_size+preio->index_re_Tb] - *(1.+(1+z)/3.*dTdz/preio->reionization_table[(i-1)*preio->re_size+preio->index_re_Tb]); + class_test(index_reio_start == pth->tt_size, + pth->error_message, + "reionization start = %e > largest redshift in thermodynamics table",pth->z_table[index_reio_start]); + + if (index_reio_start == 0) { + /* the global minimum of xe(z) is at z=0. This is possible in + models no reionization and no exotic energy + injection. According to our definition of the reionization + optical depth, tau_reio should then be zero. */ + ptw->reionization_optical_depth = 0; + return _SUCCESS_; + } + if (index_reio_start < 3) { + /* we need a minimum of three values to do a spline integration in the next step */ + index_reio_start =3; } - /** - --> spline \f$ d \tau / dz \f$ with respect to z in view of integrating for optical depth */ - class_call(array_spline(preio->reionization_table, - preio->re_size, - preio->rt_size, - preio->index_re_z, - preio->index_re_dkappadz, - preio->index_re_d3kappadz3, - _SPLINE_EST_DERIV_, - pth->error_message), + /** - --> spline \f$ d \tau / dz \f$ with respect to z in view of + * integrating for optical depth between 0 and the just found + * starting index + */ + class_call(array_spline_table_line_to_line(pth->tau_table, + index_reio_start, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dkappa, + pth->index_th_dddkappa, + _SPLINE_EST_DERIV_, + pth->error_message), pth->error_message, pth->error_message); /** - --> integrate for optical depth */ - class_call(array_integrate_all_spline(preio->reionization_table, - preio->re_size, - preio->rt_size, - preio->index_re_z, - preio->index_re_dkappadz, - preio->index_re_d3kappadz3, - &(preio->reionization_optical_depth), - pth->error_message), + class_call(array_integrate_all_spline_table_line_to_line(pth->tau_table, + index_reio_start, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dkappa, + pth->index_th_dddkappa, + &(ptw->reionization_optical_depth), + pth->error_message), pth->error_message, pth->error_message); + ptw->reionization_optical_depth *= -1; // tau and z go in reverse order, so we must flip the sign + return _SUCCESS_; +} + +/** + * Free the thermo_vector structure, which is the '->ptv' field of the thermodynamics_differential_workspace ptdw structure + * + * @param tv Input: pointer to thermo_vector structure to be freed + * @return the error status + */ +int thermodynamics_vector_free( + struct thermo_vector * tv + ) { + + free(tv->y); + free(tv->dy); + free(tv->used_in_output); + free(tv); + + return _SUCCESS_; } /** - * Integrate thermodynamics with your favorite recombination code. + * Compute the baryon drag conformal time tau_d = [int_{tau_today}^{tau} dtau -dkappa_d/dtau] * + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermodynamics structure + * @param pvecback Input: Initialized vector of background quantities + * @return the error status */ -int thermodynamics_recombination( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * preco, - double * pvecback - ) { +int thermodynamics_calculate_conformal_drag_time( + struct background* pba, + struct thermodynamics* pth, + double* pvecback + ) { - if (pth->recombination==hyrec) { + /** Summary: */ - class_call(thermodynamics_recombination_with_hyrec(ppr,pba,pth,preco,pvecback), - pth->error_message, - pth->error_message); + /** Define local variables */ + double R; + int index_tau; + int last_index_back; - } + /** - compute minus the baryon drag interaction rate time, -dkappa_d/dtau = -[1/R * kappa'], with R = 3 rho_b / 4 rho_gamma, + stored temporarily in column ddkappa */ - if (pth->recombination==recfast) { + /* find the value of last_index_back for tau_table[0] in order to speed up subsequent interpolations in the loop */ + class_call(background_at_tau(pba, + pth->tau_table[0], + normal_info, + inter_normal, + &last_index_back, + pvecback), + pba->error_message, + pth->error_message); - class_call(thermodynamics_recombination_with_recfast(ppr,pba,pth,preco,pvecback), - pth->error_message, + for (index_tau=0; index_tau < pth->tt_size; index_tau++) { + + class_call(background_at_tau(pba, + pth->tau_table[index_tau], + normal_info, + inter_closeby, + &last_index_back, + pvecback), + pba->error_message, pth->error_message); + R = 3./4.*pvecback[pba->index_bg_rho_b]/pvecback[pba->index_bg_rho_g]; + + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddkappa] = + -1./R*pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa]; + } - return _SUCCESS_; + /** - compute second derivative of this rate, -[1/R * kappa']'', stored temporarily in column dddkappa */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_ddkappa, + pth->index_th_dddkappa, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); + + /** - compute tau_d = [int_{tau_today}^{tau} dtau -dkappa_d/dtau] */ + class_call(array_integrate_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_ddkappa, + pth->index_th_dddkappa, + pth->index_th_tau_d, + pth->error_message), + pth->error_message, + pth->error_message); + return _SUCCESS_; } /** - * Integrate thermodynamics with HyRec. - * - * Integrate thermodynamics with HyRec, allocate and fill the part - * of the thermodynamics interpolation table (the rest is filled in - * thermodynamics_init()). Called once by - * thermodynamics_recombination(), from thermodynamics_init(). + * Compute the damping scale + * r_d = 2pi/k_d = 2pi * [int_{tau_ini}^{tau} dtau (1/kappa') 1/6 (R^2+16/15(1+R))/(1+R)^2]^1/2 + * = 2pi * [int_{tau_ini}^{tau} dtau (1/kappa') 1/6 (R^2/(1+R)+16/15)/(1+R)]^1/2 * - ************************************************************************************************* - * HYREC: Hydrogen and Helium Recombination Code - * Written by Yacine Ali-Haimoud and Chris Hirata (Caltech) - ************************************************************************************************* + * which is like in CosmoTherm (CT), but slightly different from Wayne Hu (WH)'s thesis eq. (5.59): + * The factor 16/15 in CT is 4/5 in WH, but 16/15 is taking more effects into account * - * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param pth Input: pointer to thermodynamics structure - * @param preco Output: pointer to recombination structure - * @param pvecback Input: pointer to an allocated (but empty) vector of background variables + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermodynamics structure + * @param pvecback Input: Initialized vector of background quantities + * @return the error status */ -int thermodynamics_recombination_with_hyrec( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * preco, - double * pvecback - ) { - /** Summary: */ -#ifdef HYREC - - REC_COSMOPARAMS param; - HRATEEFF rate_table; - TWO_PHOTON_PARAMS twog_params; - double *xe_output, *Tm_output; - int i,j,l,Nz,b; - double z, xe, Tm, Hz; - FILE *fA; - FILE *fR; - double L2s1s_current; - void * buffer; - int buf_size; - double tau; - int last_index_back; - double w_fld,dw_over_da_fld,integral_fld; - - /** - Fill hyrec parameter structure */ - - param.T0 = pba->T_cmb; - param.obh2 = pba->Omega0_b*pba->h*pba->h; - param.omh2 = (pba->Omega0_b+pba->Omega0_cdm+pba->Omega0_ncdm_tot)*pba->h*pba->h; - param.okh2 = pba->Omega0_k*pba->h*pba->h; - param.odeh2 = (pba->Omega0_lambda+pba->Omega0_fld)*pba->h*pba->h; - class_call(background_w_fld(pba,pba->a_today,&w_fld,&dw_over_da_fld,&integral_fld), pba->error_message, pth->error_message); - param.w0 = w_fld; - param.wa = -dw_over_da_fld*pba->a_today; - param.Y = pth->YHe; - param.Nnueff = pba->Neff; - param.nH0 = 11.223846333047*param.obh2*(1.-param.Y); /* number density of hydrogen today in m-3 */ - param.fHe = param.Y/(1-param.Y)/3.97153; /* abundance of helium by number */ - param.zstart = ppr->recfast_z_initial; /* Redshift range */ - param.zend = 0.; - param.dlna = 8.49e-5; - param.nz = (long) floor(2+log((1.+param.zstart)/(1.+param.zend))/param.dlna); - param.annihilation = pth->annihilation; - param.has_on_the_spot = pth->has_on_the_spot; - param.decay = pth->decay; - param.annihilation_variation = pth->annihilation_variation; - param.annihilation_z = pth->annihilation_z; - param.annihilation_zmax = pth->annihilation_zmax; - param.annihilation_zmin = pth->annihilation_zmin; - param.annihilation_f_halo = pth->annihilation_f_halo; - param.annihilation_z_halo = pth->annihilation_z_halo; - - /** - Build effective rate tables */ - - /* allocate contiguous memory zone */ - - buf_size = (2*NTR+NTM+2*NTR*NTM+2*param.nz)*sizeof(double) + 2*NTM*sizeof(double*); - - class_alloc(buffer, - buf_size, - pth->error_message); - - /** - distribute addresses for each table */ +int thermodynamics_calculate_damping_scale( + struct background* pba, + struct thermodynamics* pth, + double* pvecback + ) { - rate_table.logTR_tab = (double*)buffer; - rate_table.TM_TR_tab = (double*)(rate_table.logTR_tab + NTR); - rate_table.logAlpha_tab[0] = (double**)(rate_table.TM_TR_tab+NTM); - rate_table.logAlpha_tab[1] = (double**)(rate_table.logAlpha_tab[0]+NTM); - rate_table.logAlpha_tab[0][0] = (double*)(rate_table.logAlpha_tab[1]+NTM); - for (j=1;jtt_size*sizeof(double),pth->error_message); - for (i = 0; i < NTR; i++) - rate_table.logTR_tab[i] = log(TR_MIN) + i * (log(TR_MAX)-log(TR_MIN))/(NTR-1.); - for (i = 0; i < NTM; i++) - rate_table.TM_TR_tab[i] = TM_TR_MIN + i * (TM_TR_MAX-TM_TR_MIN)/(NTM-1.); + /* find the value of last_index_back for + tau_table[pth->tt_size-1] = tau_table_growing[0] in order to + speed up subsequent interpolations in the loop */ + class_call(background_at_tau(pba, + pth->tau_table[pth->tt_size-1], + normal_info, + inter_normal, + &last_index_back, + pvecback), + pba->error_message, + pth->error_message); - rate_table.DlogTR = rate_table.logTR_tab[1] - rate_table.logTR_tab[0]; - rate_table.DTM_TR = rate_table.TM_TR_tab[1] - rate_table.TM_TR_tab[0]; + /* compute integrand and store temporarily in column "ddkappa" */ + for (index_tau=0; index_tau < pth->tt_size; index_tau++) { - /* read in file */ + tau_table_growing[index_tau] = pth->tau_table[pth->tt_size-1-index_tau]; - class_open(fA,ppr->hyrec_Alpha_inf_file, "r",pth->error_message); - class_open(fR,ppr->hyrec_R_inf_file, "r",pth->error_message); + class_call(background_at_tau(pba, + tau_table_growing[index_tau], + normal_info, + inter_closeby, + &last_index_back, + pvecback), + pba->error_message, + pth->error_message); - for (i = 0; i < NTR; i++) { - for (j = 0; j < NTM; j++) { - for (l = 0; l <= 1; l++) { - if (fscanf(fA, "%le", &(rate_table.logAlpha_tab[l][j][i])) != 1) - class_stop(pth->error_message,"Error reading hyrec data file %s",ppr->hyrec_Alpha_inf_file); - rate_table.logAlpha_tab[l][j][i] = log(rate_table.logAlpha_tab[l][j][i]); - } - } + R = 3./4.*pvecback[pba->index_bg_rho_b]/pvecback[pba->index_bg_rho_g]; - if (fscanf(fR, "%le", &(rate_table.logR2p2s_tab[i])) !=1) - class_stop(pth->error_message,"Error reading hyrec data file %s",ppr->hyrec_R_inf_file); - rate_table.logR2p2s_tab[i] = log(rate_table.logR2p2s_tab[i]); + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddkappa] = + 1./6./pth->thermodynamics_table[(pth->tt_size-1-index_tau)*pth->th_size+pth->index_th_dkappa] + *(R*R/(1+R)+16./15.)/(1.+R); } - fclose(fA); - fclose(fR); - /* Read two-photon rate tables */ - - class_open(fA,ppr->hyrec_two_photon_tables_file, "r",pth->error_message); + /* compute second derivative of integrand, and store temporarily in column "dddkappa" */ + class_call(array_spline_table_line_to_line(tau_table_growing, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_ddkappa, + pth->index_th_dddkappa, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); - for (b = 0; b < NVIRT; b++) { - if ((fscanf(fA, "%le", &(twog_params.Eb_tab[b])) != 1) || - (fscanf(fA, "%le", &(twog_params.A1s_tab[b])) != 1) || - (fscanf(fA, "%le", &(twog_params.A2s_tab[b])) != 1) || - (fscanf(fA, "%le", &(twog_params.A3s3d_tab[b])) != 1) || - (fscanf(fA, "%le", &(twog_params.A4s4d_tab[b])) != 1)) - class_stop(pth->error_message,"Error reading hyrec data file %s",ppr->hyrec_two_photon_tables_file); - } + /* compute integratal and store temporarily in column "g" */ + class_call(array_integrate_spline_table_line_to_line(tau_table_growing, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_ddkappa, + pth->index_th_dddkappa, + pth->index_th_g, + pth->error_message), + pth->error_message, + pth->error_message); - fclose(fA); + free(tau_table_growing); - /** - Normalize 2s--1s differential decay rate to L2s1s (can be set by user in hydrogen.h) */ - L2s1s_current = 0.; - for (b = 0; b < NSUBLYA; b++) L2s1s_current += twog_params.A2s_tab[b]; - for (b = 0; b < NSUBLYA; b++) twog_params.A2s_tab[b] *= L2s1s/L2s1s_current; + /* we could now write the result as r_d = 2pi * sqrt(integral), + * but we will first better acount for the contribution frokm the tau_ini boundary. + * Close to this boundary, R=0 and the integrand is just 16/(15*6)/kappa' + * Using kappa' propto 1/a^2 and tau propro a during RD, we get the analytic result: + * int_0^{tau_ini} dtau / kappa' = tau_ini / 3 / kappa'_ini + * Thus r_d = 2pi * sqrt( 16/(15*6*3) * (tau_ini/ kappa'_ini) * integral) + */ - /* In CLASS, we have neutralized the switches for the various - effects considered in Hirata (2008), keeping the full - calculation as a default; but you could restore their - functionality by copying a few lines from hyrec/hyrec.c to - here */ + tau_ini = pth->tau_table[pth->tt_size-1]; + dkappa_ini = pth->thermodynamics_table[(pth->tt_size-1)*pth->th_size+pth->index_th_dkappa]; - /** - Compute the recombination history by calling a function in hyrec (no CLASS-like error management here) */ + for (index_tau=0; index_tau < pth->tt_size; index_tau++) { - if (pth->thermodynamics_verbose > 0) - printf(" -> calling HyRec version %s,\n",HYREC_VERSION); + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_r_d] = + 2.*_PI_*sqrt(16./(15.*6.*3.)*tau_ini/dkappa_ini + +pth->thermodynamics_table[(pth->tt_size-1-index_tau)*pth->th_size+pth->index_th_g]); - rec_build_history(¶m, &rate_table, &twog_params, xe_output, Tm_output); + } - if (pth->thermodynamics_verbose > 0) - printf(" by Y. Ali-Haïmoud & C. Hirata\n"); + return _SUCCESS_; +} - /** - fill a few parameters in preco and pth */ - Nz=ppr->recfast_Nz0; +/** + * Calculate quantities relating to optical phenomena like kappa' and exp(-kappa) and the visibility function, + * optical depth (including dark matter photon interactions if necessary) + * + * @param ppr Input: pointer to precision structure + * @param pth Input/Output: pointer to thermodynamics structure + * @return the error status + */ - preco->rt_size = Nz; - preco->H0 = pba->H0 * _c_ / _Mpc_over_m_; - /* preco->H0 in inverse seconds (while pba->H0 is [H0/c] in inverse Mpcs) */ - preco->YHe = pth->YHe; - preco->Nnow = 3.*preco->H0*preco->H0*pba->Omega0_b*(1.-preco->YHe)/(8.*_PI_*_G_*_m_H_); - /* energy injection parameters */ - preco->annihilation = pth->annihilation; - preco->has_on_the_spot = pth->has_on_the_spot; - preco->annihilation_variation = pth->annihilation_variation; - preco->annihilation_z = pth->annihilation_z; - preco->annihilation_zmax = pth->annihilation_zmax; - preco->annihilation_zmin = pth->annihilation_zmin; - preco->decay = pth->decay; - preco->annihilation_f_halo = pth->annihilation_f_halo; - preco->annihilation_z_halo = pth->annihilation_z_halo; - pth->n_e=preco->Nnow; +int thermodynamics_calculate_opticals( + struct precision* ppr, + struct thermodynamics* pth + ) { - /** - allocate memory for thermodynamics interpolation tables (size known in advance) and fill it */ + /** Summary: */ - class_alloc(preco->recombination_table,preco->re_size*preco->rt_size*sizeof(double),pth->error_message); + /** Define local quantities */ + /* Visibility function value */ + double g; + /* kappa derivative values*/ + double dkappa,ddkappa,dddkappa,expmkappa; + int index_tau; - for(i=0; i second derivative with respect to tau of dkappa (in view of of spline interpolation) */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dkappa, + pth->index_th_dddkappa, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); - /** - --> get redshift, corresponding results from hyrec, and background quantities */ + /** - --> first derivative with respect to tau of dkappa (using spline interpolation) */ + class_call(array_derive_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dkappa, + pth->index_th_dddkappa, + pth->index_th_ddkappa, + pth->error_message), + pth->error_message, + pth->error_message); - z = param.zstart * (1. - (double)(i+1) / (double)Nz); + /** - --> compute -kappa = [int_{tau_today}^{tau} dtau dkappa/dtau], store temporarily in column "g" */ + class_call(array_integrate_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dkappa, + pth->index_th_dddkappa, + pth->index_th_g, + pth->error_message), + pth->error_message, + pth->error_message); - /* get (xe,Tm) by interpolating in pre-computed tables */ - class_call(array_interpolate_cubic_equal(-log(1.+param.zstart), - param.dlna, - xe_output, - param.nz, - -log(1.+z), - &xe, - pth->error_message), + /** if there is idm_g, calculate its optical contributions */ + if (pth->has_idm_g == _TRUE_) { + /** - --> second derivative with respect to tau of dmu (in view of of spline interpolation) */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dmu_idm_g, + pth->index_th_dddmu_idm_g, + _SPLINE_EST_DERIV_, + pth->error_message), pth->error_message, pth->error_message); - class_call(array_interpolate_cubic_equal(-log(1.+param.zstart), - param.dlna, - Tm_output, - param.nz, - -log(1.+z), - &Tm, - pth->error_message), + /** - --> first derivative with respect to tau of dmu (using spline interpolation) */ + class_call(array_derive_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dmu_idm_g, + pth->index_th_dddmu_idm_g, + pth->index_th_ddmu_idm_g, + pth->error_message), pth->error_message, pth->error_message); - class_call(background_tau_of_z(pba, - z, - &tau), - pba->error_message, + /** - --> compute -mu = [int_{tau_today}^{tau} dtau dmu/dtau], store temporarily in column "exp_mu_idm_g" */ + class_call(array_integrate_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dmu_idm_g, + pth->index_th_dddmu_idm_g, + pth->index_th_exp_mu_idm_g, + pth->error_message), + pth->error_message, pth->error_message); - class_call(background_at_tau(pba, - tau, - pba->short_info, - pba->inter_normal, - &last_index_back, - pvecback), - pba->error_message, - pth->error_message); + } + /** - --> compute visibility: \f$ g= (d \kappa/d \tau) e^{- \kappa} \f$ */ - /* class_call(thermodynamics_energy_injection(ppr,pba,preco,z,&energy_rate,pth->error_message), - pth->error_message, - pth->error_message); - */ + /* loop on z (decreasing z, increasing time) */ + for (index_tau=pth->tt_size-1; index_tau>=0; index_tau--) { - /* Hz is H in inverse seconds (while pvecback returns [H0/c] in inverse Mpcs) */ - Hz=pvecback[pba->index_bg_H] * _c_ / _Mpc_over_m_; + dkappa = pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa]; + ddkappa = pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddkappa]; + dddkappa = pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dddkappa]; + expmkappa = exp(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]); + + /* This would be the rate without accounting for idm_g : */ + /* pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_rate] = */ + /* sqrt(pow(dkappa,2)+pow(ddkappa/dkappa,2)+fabs(dddkappa/dkappa)); */ + + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_exp_m_kappa] = expmkappa; + + /* presence of idm_g modifies visibility function */ + if (pth->has_idm_g == _TRUE_) { + dkappa += pth->thermodynamics_table[index_tau*pth->th_size + pth->index_th_dmu_idm_g]; + ddkappa += pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddmu_idm_g]; + dddkappa += pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dddmu_idm_g]; + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_exp_mu_idm_g] = + exp(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_exp_mu_idm_g]); /* we previously calculated -mu_idm_g and stored it here */ + expmkappa *= pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_exp_mu_idm_g]; + } - /** - --> store the results in the table */ + /** - ---> compute g */ + g = dkappa * expmkappa; - /* results are obtained in order of decreasing z, and stored in order of growing z */ + /* for some very extreme models, in the last line, the exponential of a large negative number could go beyond + * the range covered by the "double" representation numbers, and be set to zero. To avoid a division by zero in + * the next steps, it is then better to set it to the minimum non-zero double (this has no impact on observables). */ + if (g==0.) g=DBL_MIN; - /* redshift */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_z)=z; + /** - ---> compute g' (the plus sign of the second term is correct, see def of -kappa in thermodynamics module!) */ + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dg] = + (ddkappa + dkappa * dkappa) * expmkappa; - /* ionization fraction */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_xe)=xe; + /** - ---> compute g'' */ + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddg] = + (dddkappa + dkappa * ddkappa * 3. + dkappa * dkappa * dkappa ) * expmkappa; - /* Tb */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_Tb)=Tm; + /** - ---> store g */ + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g] = g; - /* cb2 = (k_B/mu) Tb (1-1/3 dlnTb/dlna) = (k_B/mu) Tb (1+1/3 (1+z) dlnTb/dz) - with (1+z)dlnTb/dz= - [dlnTb/dlna] */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_cb2) - = _k_B_ / ( _c_ * _c_ * _m_H_ ) * (1. + (1./_not4_ - 1.) * pth->YHe + xe * (1.-pth->YHe)) * Tm * (1. - rec_dTmdlna(xe, Tm, pba->T_cmb*(1.+z), Hz, param.fHe, param.nH0*pow((1+z),3)*1e-6, energy_injection_rate(¶m,z)) / Tm / 3.); + /** - ---> compute variation rate */ + class_test(pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_dkappa] == 0., + pth->error_message, + "variation rate diverges"); - /* dkappa/dtau = a n_e x_e sigma_T = a^{-2} n_e(today) x_e sigma_T (in units of 1/Mpc) */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_dkappadtau) - = (1.+z) * (1.+z) * preco->Nnow * xe * _sigma_ * _Mpc_over_m_; + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_rate] = + sqrt(pow(dkappa,2)+pow(ddkappa/dkappa,2)+fabs(dddkappa/dkappa)); } - /* Cleanup */ - - free(buffer); + /** - smooth the rate (details of smoothing unimportant: only the + order of magnitude of the rate matters) */ + class_call(array_smooth(pth->thermodynamics_table, + pth->th_size, + pth->tt_size, + pth->index_th_rate, + ppr->thermo_rate_smoothing_radius, + pth->error_message), + pth->error_message, + pth->error_message); -#else + /** - --> derivatives of baryon sound speed (only computed if some non-minimal tight-coupling schemes is requested) */ + if (pth->compute_cb2_derivatives == _TRUE_) { - class_stop(pth->error_message, - "you compiled without including the HyRec code, and now wish to use it. Either set the input parameter 'recombination' to something else than 'HyRec', or recompile after setting in the Makefile the appropriate path HYREC=... "); + /** - ---> second derivative with respect to tau of cb2 */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_cb2, + pth->index_th_ddcb2, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); -#endif + /** - ---> first derivative with respect to tau of cb2 (using spline interpolation) */ + class_call(array_derive_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_cb2, + pth->index_th_ddcb2, + pth->index_th_dcb2, + pth->error_message), + pth->error_message, + pth->error_message); + } return _SUCCESS_; } /** - * Integrate thermodynamics with RECFAST. - * - * Integrate thermodynamics with RECFAST, allocate and fill the part - * of the thermodynamics interpolation table (the rest is filled in - * thermodynamics_init()). Called once by - * thermodynamics_recombination, from thermodynamics_init(). - * - * - ******************************************************************************* - * RECFAST is an integrator for Cosmic Recombination of Hydrogen and Helium, - * developed by Douglas Scott (dscott@astro.ubc.ca) - * based on calculations in the paper Seager, Sasselov & Scott - * (ApJ, 523, L1, 1999). - * and "fudge" updates in Wong, Moss & Scott (2008). - * - * Permission to use, copy, modify and distribute without fee or royalty at - * any tier, this software and its documentation, for any purpose and without - * fee or royalty is hereby granted, provided that you agree to comply with - * the following copyright notice and statements, including the disclaimer, - * and that the same appear on ALL copies of the software and documentation, - * including modifications that you make for internal use or for distribution: - * - * Copyright 1999-2010 by University of British Columbia. All rights reserved. - * - * THIS SOFTWARE IS PROVIDED "AS IS", AND U.B.C. MAKES NO - * REPRESENTATIONS OR WARRANTIES, EXPRESS OR IMPLIED. - * BY WAY OF EXAMPLE, BUT NOT LIMITATION, - * U.B.C. MAKES NO REPRESENTATIONS OR WARRANTIES OF - * MERCHANTABILITY OR FITNESS FOR ANY PARTICULAR PURPOSE OR THAT - * THE USE OF THE LICENSED SOFTWARE OR DOCUMENTATION WILL NOT INFRINGE - * ANY THIRD PARTY PATENTS, COPYRIGHTS, TRADEMARKS OR OTHER RIGHTS. - ******************************************************************************* - * - * Version 1.5: includes extra fitting function from - * Rubino-Martin et al. arXiv:0910.4383v1 [astro-ph.CO] + * Calculate dark optical depths, idm_b interation rate, and other quantities relevant + * for idm and idr. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermo structure + * @param pvecback Input: Initialized vector of background quantities * - * @param ppr Input: pointer to precision structure - * @param pba Input: pointer to background structure - * @param pth Input: pointer to thermodynamics structure - * @param preco Output: pointer to recombination structure - * @param pvecback Input: pointer to an allocated (but empty) vector of background variables * @return the error status - */ - -int thermodynamics_recombination_with_recfast( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct recombination * preco, - double * pvecback - ) { - - /** Summary: */ - - /** - define local variables */ - - /* vector of variables to be integrated: x_H, x_He, Tmat */ - double y[3],dy[3]; + **/ +int thermodynamics_calculate_idm_and_idr_quantities(struct precision* ppr, + struct background * pba, + struct thermodynamics * pth, + double* pvecback){ - /* other recfast variables */ - double OmegaB,zinitial,x_He0,x0; - double x_H0=0.; - double z,mu_H,Lalpha,Lalpha_He,DeltaB,DeltaB_He; - double zstart,zend,rhs; - int i,Nz; + /** Summary: **/ - /* introduced by JL for smoothing the various steps */ - double x0_previous,x0_new,s,weight; - - /* contains all quantities relevant for the integration algorithm */ - struct generic_integrator_workspace gi; - - /* contains all fixed parameters which should be passed to thermodynamics_derivs_with_recfast */ - struct thermodynamics_parameters_and_workspace tpaw; - - /** - allocate memory for thermodynamics interpolation tables (size known in advance) */ - preco->rt_size = ppr->recfast_Nz0; - class_alloc(preco->recombination_table,preco->re_size*preco->rt_size*sizeof(double),pth->error_message); - - /** - initialize generic integrator with initialize_generic_integrator() */ - class_call(initialize_generic_integrator(_RECFAST_INTEG_SIZE_, &gi), - gi.error_message, - pth->error_message); - - /** - read a few precision/cosmological parameters */ + /** - Define local variables **/ + int index_tau_fs; + int index_tau; - /* Nz */ - Nz=ppr->recfast_Nz0; + /** - Calculate optical functions tau_idm_dr, tau_idr, g_idm_dr */ + if (pth->has_idm_dr == _TRUE_) { + /* - second derivative of idm_dr interaction rate (with idr), [Sinv*dmu_idm_dr]'', stored temporarily in column dddmu */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_ddmu_idm_dr, + pth->index_th_dddmu_idm_dr, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); - /* preco->H0 is H0 in inverse seconds (while pba->H0 is [H0/c] in inverse Mpcs) */ - preco->H0 = pba->H0 * _c_ / _Mpc_over_m_; + /* - compute optical depth of idm, tau_idm_dr = [int_{tau_today}^{tau} dtau [Sinv*dmu_idm_dr] ].*/ + /* This step gives -tau_idm_dr. The resulty is mutiplied by -1 later on. */ + class_call(array_integrate_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_ddmu_idm_dr, + pth->index_th_dddmu_idm_dr, + pth->index_th_tau_idm_dr, + pth->error_message), + pth->error_message, + pth->error_message); - /* Omega_b */ - OmegaB = pba->Omega0_b; + /* - second derivative of idr interaction rate (with idm_dr), [dmu_idm_idr]'', stored temporarily in column dddmu */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dmu_idm_dr, + pth->index_th_dddmu_idm_dr, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); - /* Yp */ - preco->YHe = pth->YHe; + /* - compute optical depth of idr, tau_idr = [int_{tau_today}^{tau} dtau [dmu_idm_idr] ]. */ + /* This step gives -tau_idr. The resulty is mutiplied by -1 later on. */ + class_call(array_integrate_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dmu_idm_dr, + pth->index_th_dddmu_idm_dr, + pth->index_th_tau_idr, + pth->error_message), + pth->error_message, + pth->error_message); - /* Tnow */ - preco->Tnow = pba->T_cmb; - /* z_initial */ - zinitial=ppr->recfast_z_initial; + /* - restore correct sign for idm_dr and idr optical depth, and calculate idm_dr visibility function */ + /* loop on z (decreasing z, increasing time) */ - /* H_frac */ - preco->H_frac = ppr->recfast_H_frac; + for (index_tau=pth->tt_size-1; index_tau>=0; index_tau--) { + /* - --> restore the correct sign for tau_idm_dr */ + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_tau_idm_dr] *= -1.; - /* H fudging */ - class_test((ppr->recfast_Hswitch != _TRUE_) && (ppr->recfast_Hswitch != _FALSE_), - pth->error_message, - "RECFAST error: unknown H fudging scheme"); - preco->fu = ppr->recfast_fudge_H; - if (ppr->recfast_Hswitch == _TRUE_) - preco->fu += ppr->recfast_delta_fudge_H; + /* - --> restore the correct sign for tau_idr */ + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_tau_idr] *= -1.; - /* He fudging */ - class_test((ppr->recfast_Heswitch < 0) || (ppr->recfast_Heswitch > 6), - pth->error_message, - "RECFAST error: unknown He fudging scheme"); - - /* related quantities */ - z=zinitial; - mu_H = 1./(1.-preco->YHe); - //mu_T = _not4_ /(_not4_ - (_not4_-1.)*preco->YHe); /* recfast 1.4*/ - preco->fHe = preco->YHe/(_not4_ *(1.-preco->YHe)); /* recfast 1.4 */ - preco->Nnow = 3.*preco->H0*preco->H0*OmegaB/(8.*_PI_*_G_*mu_H*_m_H_); - pth->n_e = preco->Nnow; - - /* energy injection parameters */ - preco->annihilation = pth->annihilation; - preco->has_on_the_spot = pth->has_on_the_spot; - preco->annihilation_variation = pth->annihilation_variation; - preco->annihilation_z = pth->annihilation_z; - preco->annihilation_zmax = pth->annihilation_zmax; - preco->annihilation_zmin = pth->annihilation_zmin; - preco->decay = pth->decay; - preco->annihilation_f_halo = pth->annihilation_f_halo; - preco->annihilation_z_halo = pth->annihilation_z_halo; - - /* quantities related to constants defined in thermodynamics.h */ - //n = preco->Nnow * pow((1.+z),3); - Lalpha = 1./_L_H_alpha_; - Lalpha_He = 1./_L_He_2p_; - DeltaB = _h_P_*_c_*(_L_H_ion_-_L_H_alpha_); - preco->CDB = DeltaB/_k_B_; - DeltaB_He = _h_P_*_c_*(_L_He1_ion_-_L_He_2s_); - preco->CDB_He = DeltaB_He/_k_B_; - preco->CB1 = _h_P_*_c_*_L_H_ion_/_k_B_; - preco->CB1_He1 = _h_P_*_c_*_L_He1_ion_/_k_B_; - preco->CB1_He2 = _h_P_*_c_*_L_He2_ion_/_k_B_; - preco->CR = 2.*_PI_*(_m_e_/_h_P_)*(_k_B_/_h_P_); - preco->CK = pow(Lalpha,3)/(8.*_PI_); - preco->CK_He = pow(Lalpha_He,3)/(8.*_PI_); - preco->CL = _c_*_h_P_/(_k_B_*Lalpha); - preco->CL_He = _c_*_h_P_/(_k_B_/_L_He_2s_); - preco->CT = (8./3.) * (_sigma_/(_m_e_*_c_)) * - (8.*pow(_PI_,5)*pow(_k_B_,4)/ 15./ pow(_h_P_,3)/pow(_c_,3)); - - preco->Bfact = _h_P_*_c_*(_L_He_2p_-_L_He_2s_)/_k_B_; + /* - --> visibility function for idm_dr : g_idm_dr = [Sinv*dmu_idm_dr] * exp(-tau_idm_dr) */ + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g_idm_dr] = + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_ddmu_idm_dr] + * exp(-pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_tau_idm_dr]); + } - /** - define the fields of the 'thermodynamics parameter and workspace' structure */ - tpaw.pba = pba; - tpaw.ppr = ppr; - tpaw.preco = preco; - tpaw.pvecback = pvecback; + /* - fill columns for ddmu_idm_dr and dddmu_idm_dr with true values, and compute idm_dr temperature and sound speed */ + /* - --> second derivative with respect to tau of dmu_idm_dr (in view of spline interpolation) */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dmu_idm_dr, + pth->index_th_dddmu_idm_dr, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); - /** - impose initial conditions at early times */ + /* - --> first derivative with respect to tau of dmu_idm_dr (using spline interpolation) */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dmu_idm_dr, + pth->index_th_dddmu_idm_dr, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); - class_test(zinitial < ppr->recfast_z_He_3, - pth->error_message, - "increase zinitial, otherwise should get initial conditions from recfast's get_init routine (less precise anyway)"); + /* - --> first derivative with respect to tau of dmu_idm_dr (using spline interpolation) */ + class_call(array_derive_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_dmu_idm_dr, + pth->index_th_dddmu_idm_dr, + pth->index_th_ddmu_idm_dr, + pth->error_message), + pth->error_message, + pth->error_message); - y[0] = 1.; - y[1] = 1.; - x0 = 1.+2.*preco->fHe; - y[2] = preco->Tnow*(1.+z); + } - /** - loop over redshift steps Nz; integrate over each step with - generic_integrator(), store the results in the table using - thermodynamics_derivs_with_recfast()*/ + /** - Find interacting dark radiation free-streaming time */ + /* First, find index of recombination, or free streaming for ordinary radiation */ + index_tau = pth->tt_size - 1; + while(1./pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_dkappa]/pth->tau_table[index_tau] < ppr->radiation_streaming_trigger_tau_c_over_tau && index_tau > 0) + index_tau--; + index_tau_fs = index_tau; - for(i=0; i has_idm_dr == _TRUE_) { - zstart = zinitial * (double)(Nz-i) / (double)Nz; - zend = zinitial * (double)(Nz-i-1) / (double)Nz; + if (pth->n_index_idm_dr>=2) { + index_tau=index_tau_fs-1; + while ((1./pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_dmu_idm_dr]/pth->tau_table[index_tau] + < ppr->idr_streaming_trigger_tau_c_over_tau) && index_tau > 0) + index_tau--; + } + else { + index_tau=0; + while ((1./pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_dmu_idm_dr]/pth->tau_table[index_tau] + < ppr->idr_streaming_trigger_tau_c_over_tau) && index_tau < pth->tt_size-1) + index_tau++; + } - z = zend; + /* tau_idm_dr_fs = tau; */ + pth->tau_idr_free_streaming = pth->tau_table[index_tau]; + } + /* case of idr alone without idm_dr: Set idr free streaming simply to normal free-streaming */ + else { + index_tau= (index_tau_fs > 0 ? index_tau_fs - 1: 0); + pth->tau_idr_free_streaming = pth->tau_table[index_tau]; + } - /** - --> first approximation: H and Helium fully ionized */ + if (pth->has_idm_b == _TRUE_) { + /** - --> second derivative with respect to tau of R_idm_b (in view of spline interpolation) */ + class_call(array_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_R_idm_b, + pth->index_th_ddR_idm_b, + _SPLINE_EST_DERIV_, + pth->error_message), + pth->error_message, + pth->error_message); - if (z > ppr->recfast_z_He_1+ppr->recfast_delta_z_He_1) { - x_H0 = 1.; - x_He0 = 1.; - x0 = 1.+2.*preco->fHe; - y[0] = x_H0; - y[1] = x_He0; - y[2] = preco->Tnow*(1.+z); - } + /** - --> first derivative with respect to tau of R_idm_b (using spline interpolation) */ + class_call(array_derive_spline_table_line_to_line(pth->tau_table, + pth->tt_size, + pth->thermodynamics_table, + pth->th_size, + pth->index_th_R_idm_b, + pth->index_th_ddR_idm_b, + pth->index_th_dR_idm_b, + pth->error_message), + pth->error_message, + pth->error_message); + } - /** - --> second approximation: first Helium recombination (analytic approximation) */ + return _SUCCESS_; - else if (z > ppr->recfast_z_He_2+ppr->recfast_delta_z_He_2) { - x_H0 = 1.; - x_He0 = 1.; +} - rhs = exp( 1.5*log(preco->CR*preco->Tnow/(1.+z)) - preco->CB1_He2/(preco->Tnow*(1.+z)) ) / preco->Nnow; - /* smoothed transition */ - if (z > ppr->recfast_z_He_1-ppr->recfast_delta_z_He_1) { - x0_previous = 1.+2.*preco->fHe; - x0_new = 0.5*(sqrt(pow((rhs-1.-preco->fHe),2) + 4.*(1.+2.*preco->fHe)*rhs) - (rhs-1.-preco->fHe)); +/** + * Calculate various quantities at the time of recombination, as well + * as the time tau_cut at which visibility gets negligible and one can + * assume pure free-streaming. + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermodynamics structure + * @param pvecback Input: pointer to some allocated pvecback + * @return the error status + */ - /* get s from -1 to 1 */ - s = (ppr->recfast_z_He_1-z)/ppr->recfast_delta_z_He_1; - /* infer f1(s) = smooth function interpolating from 0 to 1 */ - weight = f1(s); +int thermodynamics_calculate_recombination_quantities( + struct precision* ppr, + struct background * pba, + struct thermodynamics* pth, + double* pvecback + ) { - x0 = weight*x0_new+(1.-weight)*x0_previous; - } - /* transition finished */ - else { - x0 = 0.5*(sqrt(pow((rhs-1.-preco->fHe),2) + 4.*(1.+2.*preco->fHe)*rhs) - (rhs-1.-preco->fHe)); - } + /** Summary: */ - y[0] = x_H0; - y[1] = x_He0; - y[2] = preco->Tnow*(1.+z); - } + /** Define local variables */ + double g_max; - /** - --> third approximation: first Helium recombination completed */ + int index_tau; + int index_tau_max; + int last_index_back=0; - else if (z > ppr->recfast_z_He_3+ppr->recfast_delta_z_He_3) { - x_H0 = 1.; - x_He0 = 1.; + /** - find maximum of g */ + index_tau=pth->tt_size-1; + while (pth->z_table[index_tau]>_Z_REC_MAX_) { + index_tau--; + } - /* smoothed transition */ - if (z > ppr->recfast_z_He_2-ppr->recfast_delta_z_He_2) { - rhs = exp( 1.5*log(preco->CR*preco->Tnow/(1.+z)) - preco->CB1_He2/(preco->Tnow*(1.+z)) ) / preco->Nnow; - x0_previous = 0.5*(sqrt(pow((rhs-1.-preco->fHe),2) + 4.*(1.+2.*preco->fHe)*rhs) - (rhs-1.-preco->fHe)); - x0_new = 1. + preco->fHe; - /* get s from -1 to 1 */ - s = (ppr->recfast_z_He_2-z)/ppr->recfast_delta_z_He_2; - /* infer f1(s) = smooth function interpolating from 0 to 1 */ - weight = f1(s); + class_test(pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_g] > + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g], + pth->error_message, + "The visibility function is not increasing at redshift _Z_REC_MAX_=%g, which is the value imposed in thermodynamics.h\n This implies that recombination must have already happened at a too early time.",_Z_REC_MAX_); - x0 = weight*x0_new+(1.-weight)*x0_previous; + while (pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_g] <= + pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]) { + index_tau--; + } - } - /* transition finished */ - else { - x0 = 1.+preco->fHe; - } + g_max = pth->thermodynamics_table[index_tau*pth->th_size+pth->index_th_g]; + index_tau_max = index_tau; - y[0] = x_H0; - y[1] = x_He0; - y[2] = preco->Tnow*(1.+z); - } + /* approximation for maximum of g, using cubic interpolation, assuming equally spaced z's */ + pth->z_rec=pth->z_table[index_tau+1]+0.5*(pth->z_table[index_tau+1]-pth->z_table[index_tau]) + *(pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_g] + -pth->thermodynamics_table[(index_tau+2)*pth->th_size+pth->index_th_g]) + /(pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_g] + -2.*pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_g] + +pth->thermodynamics_table[(index_tau+2)*pth->th_size+pth->index_th_g] + ); - /** - --> fourth approximation: second Helium recombination starts (analytic approximation) */ + class_test(pth->z_rec+ppr->smallest_allowed_variation >= _Z_REC_MAX_, + pth->error_message, + "recombination (at z=%g) happens before _Z_REC_MAX_=%g, which is the maximum value imposed in thermodynamics.h",pth->z_rec+ppr->smallest_allowed_variation,_Z_REC_MAX_); - else if (y[1] > ppr->recfast_x_He0_trigger) { - x_H0 = 1.; + class_test(pth->z_rec-ppr->smallest_allowed_variation <= _Z_REC_MIN_, + pth->error_message, + "recombination (at z=%g) happens after _Z_REC_MIN_=%g, which is the minimum value imposed in thermodynamics.h",pth->z_rec-ppr->smallest_allowed_variation,_Z_REC_MIN_); - rhs = 4.*exp(1.5*log(preco->CR*preco->Tnow/(1.+z)) - preco->CB1_He1/(preco->Tnow*(1.+z)))/preco->Nnow; - x_He0 = 0.5*(sqrt(pow((rhs-1.),2) + 4.*(1.+preco->fHe)*rhs )- (rhs-1.)); + /** - find conformal recombination time using background_tau_of_z **/ - /* smoothed transition */ - if (z > ppr->recfast_z_He_3-ppr->recfast_delta_z_He_3) { - x0_previous = 1. + preco->fHe; - x0_new = x_He0; - /* get s from -1 to 1 */ - s = (ppr->recfast_z_He_3-z)/ppr->recfast_delta_z_He_3; - /* infer f1(x) = smooth function interpolating from 0 to 1 */ - weight = f1(s); + class_call(background_tau_of_z(pba,pth->z_rec,&(pth->tau_rec)), + pba->error_message, + pth->error_message); - x0 = weight*x0_new+(1.-weight)*x0_previous; - } - /* transition finished */ - else { - x0 = x_He0; - } + class_call(background_at_z(pba,pth->z_rec, long_info, inter_normal, &last_index_back, pvecback), + pba->error_message, + pth->error_message); - x_He0 = (x0-1.)/preco->fHe; - y[0] = x_H0; - y[1] = x_He0; - y[2] = preco->Tnow*(1.+z); - } + pth->rs_rec=pvecback[pba->index_bg_rs]; + pth->ds_rec=pth->rs_rec/(1.+pth->z_rec); + pth->da_rec=pvecback[pba->index_bg_ang_distance]; + pth->ra_rec=pth->da_rec*(1.+pth->z_rec); + pth->angular_rescaling=pth->ra_rec/(pba->conformal_age-pth->tau_rec); - /** - --> fifth approximation: second Helium recombination (full - evolution for Helium), H recombination starts (analytic - approximation) */ + /** - find damping scale at recombination (using linear interpolation) */ + if (pth->compute_damping_scale == _TRUE_) { - else if (y[0] > ppr->recfast_x_H0_trigger) { + pth->rd_rec = (pth->z_table[index_tau+1]-pth->z_rec)/(pth->z_table[index_tau+1]-pth->z_table[index_tau])*pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_r_d] + +(pth->z_rec-pth->z_table[index_tau])/(pth->z_table[index_tau+1]-pth->z_table[index_tau])*pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_r_d]; - rhs = exp(1.5*log(preco->CR*preco->Tnow/(1.+z)) - preco->CB1/(preco->Tnow*(1.+z)))/preco->Nnow; - x_H0 = 0.5*(sqrt(pow(rhs,2)+4.*rhs) - rhs); + } - class_call(generic_integrator(thermodynamics_derivs_with_recfast, - zstart, - zend, - y, - &tpaw, - ppr->tol_thermo_integration, - ppr->smallest_allowed_variation, - &gi), - gi.error_message, - pth->error_message); + /** - find time (always after recombination) at which tau_c/tau falls below some threshold, defining tau_free_streaming */ + while (1./pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_dkappa]/pth->tau_table[index_tau] + < ppr->radiation_streaming_trigger_tau_c_over_tau) { - y[0] = x_H0; + index_tau--; + class_test(index_tau<0, pth->error_message,"Could not find a time at which photons free-stream. This is very suspicious. Aborting.\n"); - /* smoothed transition */ - if (ppr->recfast_x_He0_trigger - y[1] < ppr->recfast_x_He0_trigger_delta) { - rhs = 4.*exp(1.5*log(preco->CR*preco->Tnow/(1.+z)) - preco->CB1_He1/(preco->Tnow*(1.+z)))/preco->Nnow; - x0_previous = 0.5*(sqrt(pow((rhs-1.),2) + 4.*(1.+preco->fHe)*rhs )- (rhs-1.)); - x0_new = y[0] + preco->fHe*y[1]; - /* get s from 0 to 1 */ - s = (ppr->recfast_x_He0_trigger - y[1])/ppr->recfast_x_He0_trigger_delta; - /* infer f2(x) = smooth function interpolating from 0 to 1 */ - weight = f2(s); + } - x0 = weight*x0_new+(1.-weight)*x0_previous; - } - /* transition finished */ - else { - x0 = y[0] + preco->fHe*y[1]; - } + pth->tau_free_streaming = pth->tau_table[index_tau]; - } + /** - find time above which visibility falls below a given fraction of its maximum */ + index_tau=index_tau_max; + while ((pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_g] > + g_max * ppr->neglect_CMB_sources_below_visibility) + && (index_tau > 0)) + index_tau--; - /** - --> last case: full evolution for H and Helium */ + class_call(background_tau_of_z(pba,pth->z_table[index_tau],&(pth->tau_cut)), + pba->error_message, + pth->error_message); - else { + /** - find z_star (when optical depth kappa crosses one, using linear + interpolation) and sound horizon at that time */ - /* quantities used for smoothed transition */ - if (ppr->recfast_x_H0_trigger - y[0] < ppr->recfast_x_H0_trigger_delta) { - rhs = exp(1.5*log(preco->CR*preco->Tnow/(1.+z)) - preco->CB1/(preco->Tnow*(1.+z)))/preco->Nnow; - x_H0 = 0.5*(sqrt(pow(rhs,2)+4.*rhs) - rhs); - } + index_tau=0; + while ((pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_exp_m_kappa] > 1./_E_) && (index_tau < pth->tt_size)) + index_tau++; - class_call(generic_integrator(thermodynamics_derivs_with_recfast, - zstart, - zend, - y, - &tpaw, - ppr->tol_thermo_integration, - ppr->smallest_allowed_variation, - &gi), - gi.error_message, - pth->error_message); + pth->z_star = pth->z_table[index_tau-1]+ + (1./_E_-pth->thermodynamics_table[(index_tau-1)*pth->th_size+pth->index_th_exp_m_kappa]) + /(pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_exp_m_kappa]-pth->thermodynamics_table[(index_tau-1)*pth->th_size+pth->index_th_exp_m_kappa]) + *(pth->z_table[index_tau]-pth->z_table[index_tau-1]); - /* smoothed transition */ - if (ppr->recfast_x_H0_trigger - y[0] < ppr->recfast_x_H0_trigger_delta) { - /* get s from 0 to 1 */ - s = (ppr->recfast_x_H0_trigger - y[0])/ppr->recfast_x_H0_trigger_delta; - /* infer f2(s) = smooth function interpolating from 0 to 1 */ - weight = f2(s); + class_call(background_tau_of_z(pba,pth->z_star,&(pth->tau_star)), + pba->error_message, + pth->error_message); - x0 = weight*y[0]+(1.-weight)*x_H0 + preco->fHe*y[1]; + class_call(background_at_tau(pba,pth->tau_star, long_info, inter_normal, &last_index_back, pvecback), + pba->error_message, + pth->error_message); - } - /* transition finished */ - else { - x0 = y[0] + preco->fHe*y[1]; - } - } + pth->rs_star=pvecback[pba->index_bg_rs]; + pth->ds_star=pth->rs_star/(1.+pth->z_star); + pth->da_star=pvecback[pba->index_bg_ang_distance]; + pth->ra_star=pth->da_star*(1.+pth->z_star); - /** - --> store the results in the table */ - /* results are obtained in order of decreasing z, and stored in order of growing z */ + if (pth->compute_damping_scale == _TRUE_) { - /* redshift */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_z)=zend; + pth->rd_star = (pth->z_table[index_tau+1]-pth->z_star)/(pth->z_table[index_tau+1]-pth->z_table[index_tau])*pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_r_d] + +(pth->z_star-pth->z_table[index_tau])/(pth->z_table[index_tau+1]-pth->z_table[index_tau])*pth->thermodynamics_table[(index_tau+1)*pth->th_size+pth->index_th_r_d]; - /* ionization fraction */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_xe)=x0; + } - /* Tb */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_Tb)=y[2]; + return _SUCCESS_; +} - /* get dTb/dz=dy[2] */ - class_call(thermodynamics_derivs_with_recfast(zend, y, dy, &tpaw,pth->error_message), - pth->error_message, - pth->error_message); +/** + * Calculate various quantities at the time of ending of baryon drag (It is precisely where tau_d crosses one) + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input/Output: pointer to initialized thermodynamics structure + * @param pvecback Input: pointer to some allocated pvecback + * @return the error status + */ - /* cb2 = (k_B/mu) Tb (1-1/3 dlnTb/dlna) = (k_B/mu) Tb (1+1/3 (1+z) dlnTb/dz) */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_cb2) - = _k_B_ / ( _c_ * _c_ * _m_H_ ) * (1. + (1./_not4_ - 1.) * preco->YHe + x0 * (1.-preco->YHe)) * y[2] * (1. + (1.+zend) * dy[2] / y[2] / 3.); +int thermodynamics_calculate_drag_quantities( + struct precision* ppr, + struct background * pba, + struct thermodynamics* pth, + double* pvecback + ) { - /* dkappa/dtau = a n_e x_e sigma_T = a^{-2} n_e(today) x_e sigma_T (in units of 1/Mpc) */ - *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_dkappadtau) - = (1.+zend) * (1.+zend) * preco->Nnow * x0 * _sigma_ * _Mpc_over_m_; + /** Summary: */ - /* fprintf(stdout,"%e %e %e %e %e %e\n", */ - /* *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_z), */ - /* *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_xe), */ - /* *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_Tb), */ - /* (1.+zend) * dy[2], */ - /* *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_cb2), */ - /* *(preco->recombination_table+(Nz-i-1)*preco->re_size+preco->index_re_dkappadtau) */ - /* ); */ + /** Define local variables */ + int index_tau; + int last_index_back; + /** - find baryon drag time (when tau_d crosses one, using linear interpolation) and sound horizon at that time */ + index_tau=0; + while ((pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_tau_d] < 1.) && (index_tau < pth->tt_size)) { + index_tau++; } - /** - cleanup generic integrator with cleanup_generic_integrator() */ + pth->z_d = pth->z_table[index_tau-1]+ + (1.-pth->thermodynamics_table[(index_tau-1)*pth->th_size+pth->index_th_tau_d]) + /(pth->thermodynamics_table[(index_tau)*pth->th_size+pth->index_th_tau_d]-pth->thermodynamics_table[(index_tau-1)*pth->th_size+pth->index_th_tau_d]) + *(pth->z_table[index_tau]-pth->z_table[index_tau-1]); + + class_call(background_tau_of_z(pba,pth->z_d,&(pth->tau_d)), + pba->error_message, + pth->error_message); - class_call(cleanup_generic_integrator(&gi), - gi.error_message, + class_call(background_at_z(pba,pth->z_d, long_info, inter_normal, &last_index_back, pvecback), + pba->error_message, pth->error_message); + pth->rs_d=pvecback[pba->index_bg_rs]; + pth->ds_d=pth->rs_d/(1.+pth->z_d); + return _SUCCESS_; } /** - * Subroutine evaluating the derivative with respect to redshift of - * thermodynamical quantities (from RECFAST version 1.4). + * Compute ionization fractions with the RecFast of HyRec algorithm. * - * Computes derivatives of the three variables to integrate: \f$ d x_H - * / dz, d x_{He} / dz, d T_{mat} / dz \f$. + * Compute ionization fractions using either the vector y or, in some + * approximation schemes, some analytic approximations. The output of + * this function is located in the ptw->ptdw workspace. We need to + * assign: * - * This is one of the few functions in the code which are passed to - * the generic_integrator() routine. Since generic_integrator() - * should work with functions passed from various modules, the format - * of the arguments is a bit special: + * - in the RecFast scheme only: + * -- ptdw->x_H, ptdw-> x_He (all neglecting reionisation, which is accounted for later on); * - * - fixed parameters and workspaces are passed through a generic - * pointer. Here, this pointer contains the precision, background - * and recombination structures, plus a background vector, but - * generic_integrator() doesn't know its fine structure. + * - in both schemes: + * -- ptdw->x_noreio (neglecting reionisation); + * -- ptdw->x_reio (if reionisation is going on; obtained by calling + * thermodynamics_reionization_function() and adding something to ptdw->x_noreio) * - * - the error management is a bit special: errors are not written as - * usual to pth->error_message, but to a generic error_message - * passed in the list of arguments. - * - * @param z Input: redshift - * @param y Input: vector of variable to integrate - * @param dy Output: its derivative (already allocated) - * @param parameters_and_workspace Input: pointer to fixed parameters (e.g. indices) and workspace (already allocated) - * @param error_message Output: error message + * @param z Input: redshift + * @param y Input: vector of quantities to integrate with evolver + * @param pth Input: pointer to thermodynamics structure + * @param pba Input: pointer to background structure + * @param ptw Input/Output: pointer to thermo workspace. Contains output for x, ... + * @param current_ap Input: index of current approximation scheme + * @return the error status */ -int thermodynamics_derivs_with_recfast( - double z, - double * y, - double * dy, - void * parameters_and_workspace, - ErrorMsg error_message - ) { - +int thermodynamics_ionization_fractions( + double z, + double * y, + struct background * pba, + struct thermodynamics * pth, + struct thermo_workspace * ptw, + int current_ap + ) { - /* define local variables */ - - double x,n,n_He,Trad,Tmat,x_H,x_He,Hz,dHdz,epsilon; - double Rup,Rdown,K,K_He,Rup_He,Rdown_He,He_Boltz; - double timeTh,timeH; - double sq_0,sq_1; - - /* new in recfast 1.4: */ - double Rdown_trip,Rup_trip,tauHe_s,pHe_s,Doppler,gamma_2Ps,pb,qb,AHcon; - double tauHe_t,pHe_t,CL_PSt,gamma_2Pt; - double CfHe_t=0.; - int Heflag; - - struct thermodynamics_parameters_and_workspace * ptpaw; - struct precision * ppr; - struct background * pba; - struct recombination * preco; - double * pvecback; + /** Summary: */ - /* used for energy injection from dark matter */ - double C; - //double C_He; - double energy_rate; + /** Define local variables */ + struct thermo_diffeq_workspace * ptdw = ptw->ptdw; + struct thermo_vector * ptv = ptdw->ptv; - double tau; - double chi_heat; - double chi_ion_H; - int last_index_back; + /* Thermo quantities */ + double x_H, x_He, xHeII, x=0., Tmat; + /* Analytical quantities */ + double rhs, sqrt_val; - ptpaw = parameters_and_workspace; - ppr = ptpaw->ppr; - pba = ptpaw->pba; - preco = ptpaw->preco; - pvecback = ptpaw->pvecback; + /* Varying fundamental constants (according to 1705.03925) */ + double rescale_rhs = 1., rescale_T = 1.; + double alpha = 1., me = 1.; - x_H = y[0]; - x_He = y[1]; - x = x_H + preco->fHe * x_He; - Tmat = y[2]; + if (pth->has_varconst == _TRUE_) { + class_call(background_varconst_of_z(pba, z, &alpha, &me), + pba->error_message, + pth->error_message); + rescale_rhs = alpha*alpha*alpha*me*me*me; + rescale_T = 1./alpha/alpha/me; + } - n = preco->Nnow * (1.+z) * (1.+z) * (1.+z); - n_He = preco->fHe * n; - Trad = preco->Tnow * (1.+z); + /** - Calculate x_noreio from Recfast/Hyrec in each approximation + regime. Store the results in the workspace. */ + /** - --> For credits, see external/wrap_recfast.c */ - class_call(background_tau_of_z(pba, - z, - &tau), - pba->error_message, - error_message); + /* Set Tmat from the y vector (it is always evolved). */ + Tmat = y[ptv->index_ti_D_Tmat] + ptw->Tcmb*(1.+z); + if (pth->has_varconst == _TRUE_) { + Tmat *= rescale_T; + } - class_call(background_at_tau(pba, - tau, - pba->short_info, - pba->inter_normal, - &last_index_back, - pvecback), - pba->error_message, - error_message); + /** - --> first regime: H and Helium fully ionized */ + if (current_ap == ptdw->index_ap_brec || (ptw->has_ap_idmtca && current_ap == ptdw->index_ap_idmtca)) { - class_call(thermodynamics_energy_injection(ppr,pba,preco,z,&energy_rate,error_message), - error_message, - error_message); + /* This is equivalent to the formula for HeIII --> HeII in Saha, just using rhs' = 1/rhs */ + rhs = ptw->SIunit_nH0/exp( 1.5*log(ptw->const_NR_numberdens*Tmat/(1.+z)/(1.+z)) - ptw->const_Tion_HeII/Tmat ); + if (pth->has_varconst == _TRUE_) { + rhs /= rescale_rhs; + } - /* Hz is H in inverse seconds (while pvecback returns [H0/c] in inverse Mpcs) */ - Hz=pvecback[pba->index_bg_H]* _c_ / _Mpc_over_m_; + sqrt_val = sqrt(pow(1.-rhs*(1.+ptw->fHe),2) + 4.*rhs*(1.+2*ptw->fHe)); - Rdown=1.e-19*_a_PPB_*pow((Tmat/1.e4),_b_PPB_)/(1.+_c_PPB_*pow((Tmat/1.e4),_d_PPB_)); - Rup = Rdown * pow((preco->CR*Tmat),1.5)*exp(-preco->CDB/Tmat); + x = 2.*(1+2.*ptw->fHe)/(1.-rhs*(1.+ptw->fHe) + sqrt_val); - sq_0 = sqrt(Tmat/_T_0_); - sq_1 = sqrt(Tmat/_T_1_); - Rdown_He = _a_VF_/(sq_0 * pow((1.+sq_0),(1.-_b_VF_)) * pow((1. + sq_1),(1. + _b_VF_))); - Rup_He = 4.*Rdown_He*pow((preco->CR*Tmat),1.5)*exp(-preco->CDB_He/Tmat); - K = preco->CK/Hz; + ptdw->x_H = 1.; + ptdw->x_He = 1.; - /* following is from recfast 1.5 */ + } + /** - --> second regime: first Helium recombination (analytic approximation) */ + else if (current_ap == ptdw->index_ap_He1) { - if (ppr->recfast_Hswitch == _TRUE_ ) - K *= 1. - + ppr->recfast_AGauss1*exp(-pow((log(1.+z)-ppr->recfast_zGauss1)/ppr->recfast_wGauss1,2)) - + ppr->recfast_AGauss2*exp(-pow((log(1.+z)-ppr->recfast_zGauss2)/ppr->recfast_wGauss2,2)); + /* Assuming Saha equilibrium for HeIII --> HeII */ + rhs = exp( 1.5*log(ptw->const_NR_numberdens*Tmat/(1.+z)/(1.+z)) - ptw->const_Tion_HeII/Tmat ) / ptw->SIunit_nH0; + if (pth->has_varconst == _TRUE_) { + rhs *= rescale_rhs; + } - /* end of new recfast 1.5 piece */ + sqrt_val = sqrt(pow((rhs-1.-ptw->fHe),2) + 4.*(1.+2.*ptw->fHe)*rhs); - /* following is from recfast 1.4 */ + x = 0.5*(sqrt_val - (rhs-1.-ptw->fHe)); - Rdown_trip = _a_trip_/(sq_0*pow((1.+sq_0),(1.-_b_trip_)) * pow((1.+sq_1),(1.+_b_trip_))); - Rup_trip = Rdown_trip*exp(-_h_P_*_c_*_L_He2St_ion_/(_k_B_*Tmat))*pow(preco->CR*Tmat,1.5)*4./3.; + ptdw->x_H = 1.; + ptdw->x_He = 1.; - if ((x_He < 5.e-9) || (x_He > ppr->recfast_x_He0_trigger2)) - Heflag = 0; - else - Heflag = ppr->recfast_Heswitch; + } + /** - --> third regime: first Helium recombination finished, H and Helium fully ionized */ + else if (current_ap == ptdw->index_ap_He1f) { - if (Heflag == 0) - K_He = preco->CK_He/Hz; - else { - tauHe_s = _A2P_s_*preco->CK_He*3.*n_He*(1.-x_He)/Hz; - pHe_s = (1.-exp(-tauHe_s))/tauHe_s; - K_He = 1./(_A2P_s_*pHe_s*3.*n_He*(1.-x_He)); - - /* if (((Heflag == 2) || (Heflag >= 5)) && (x_H < 0.99999)) { */ - if (((Heflag == 2) || (Heflag >= 5)) && (x_H < 0.9999999)) { /* threshold changed by Antony Lewis in 2008 to get smoother Helium */ - - Doppler = 2.*_k_B_*Tmat/(_m_H_*_not4_*_c_*_c_); - Doppler = _c_*_L_He_2p_*sqrt(Doppler); - gamma_2Ps = 3.*_A2P_s_*preco->fHe*(1.-x_He)*_c_*_c_ - /(sqrt(_PI_)*_sigma_He_2Ps_*8.*_PI_*Doppler*(1.-x_H)) - /pow(_c_*_L_He_2p_,2); - pb = 0.36; - qb = ppr->recfast_fudge_He; - AHcon = _A2P_s_/(1.+pb*pow(gamma_2Ps,qb)); - K_He=1./((_A2P_s_*pHe_s+AHcon)*3.*n_He*(1.-x_He)); - } - - if (Heflag >= 3) { - tauHe_t = _A2P_t_*n_He*(1.-x_He)*3./(8.*_PI_*Hz*pow(_L_He_2Pt_,3)); - pHe_t = (1. - exp(-tauHe_t))/tauHe_t; - CL_PSt = _h_P_*_c_*(_L_He_2Pt_ - _L_He_2St_)/_k_B_; - if ((Heflag == 3) || (Heflag == 5) || (x_H >= 0.99999)) { - CfHe_t = _A2P_t_*pHe_t*exp(-CL_PSt/Tmat); - CfHe_t = CfHe_t/(Rup_trip+CfHe_t); - } - else { - Doppler = 2.*_k_B_*Tmat/(_m_H_*_not4_*_c_*_c_); - Doppler = _c_*_L_He_2Pt_*sqrt(Doppler); - gamma_2Pt = 3.*_A2P_t_*preco->fHe*(1.-x_He)*_c_*_c_ - /(sqrt(_PI_)*_sigma_He_2Pt_*8.*_PI_*Doppler*(1.-x_H)) - /pow(_c_*_L_He_2Pt_,2); - pb = 0.66; - qb = 0.9; - AHcon = _A2P_t_/(1.+pb*pow(gamma_2Pt,qb))/3.; - CfHe_t = (_A2P_t_*pHe_t+AHcon)*exp(-CL_PSt/Tmat); - CfHe_t = CfHe_t/(Rup_trip+CfHe_t); - } + /* Assuming Saha equilibrium for HeII --> HeI with HII fully ionized, again expanding in rhs' = 1/rhs compared to below */ + rhs = 0.25*ptw->SIunit_nH0/exp( 1.5*log(ptw->const_NR_numberdens*Tmat/(1.+z)/(1.+z)) - ptw->const_Tion_HeI/Tmat ); + if (pth->has_varconst == _TRUE_) { + rhs /= rescale_rhs; } - } - /* end of new recfast 1.4 piece */ + sqrt_val = sqrt(pow(1.-rhs,2) + 4.*rhs*(1.+ptw->fHe)); - timeTh=(1./(preco->CT*pow(Trad,4)))*(1.+x+preco->fHe)/x; - timeH=2./(3.*preco->H0*pow(1.+z,1.5)); + x = 2.*(1+ptw->fHe)/(1.-rhs + sqrt_val); - /************/ - /* hydrogen */ - /************/ + ptdw->x_H = 1.; + ptdw->x_He = 1.; - if (x_H > ppr->recfast_x_H0_trigger) - dy[0] = 0.; - else { + } + /** - --> fourth regime: second Helium recombination starts (analytic approximation) */ + else if (current_ap == ptdw->index_ap_He2) { - /* Peebles' coefficient (approximated as one when the Hydrogen - ionization fraction is very close to one) */ - if (x_H < ppr->recfast_x_H0_trigger2) { - C = (1. + K*_Lambda_*n*(1.-x_H))/(1./preco->fu+K*_Lambda_*n*(1.-x_H)/preco->fu +K*Rup*n*(1.-x_H)); - } - else { - C = 1.; + /* Assuming Saha equilibrium for HeII --> HeI with HII fully ionized */ + rhs = 4.*exp(1.5*log(ptw->const_NR_numberdens*Tmat/(1.+z)/(1.+z)) - ptw->const_Tion_HeI/Tmat ) / ptw->SIunit_nH0; + if (pth->has_varconst == _TRUE_) { + rhs *= rescale_rhs; } - /* For DM annihilation: fraction of injected energy going into - ionization and Lya excitation */ + sqrt_val = sqrt(pow((rhs-1.),2) + 4.*(1.+ptw->fHe)*rhs ); - /* - old approximation from Chen and Kamionkowski: */ + x = 0.5*(sqrt_val - (rhs-1.)); - //chi_ion_H = (1.-x)/3.; + ptdw->x_H = 1.; + ptdw->x_He = (x-1.)/ptw->fHe; - /* coefficient as revised by Slatyer et al. 2013 (in fact it is a fit by Vivian Poulin of columns 1 and 2 in Table V of Slatyer et al. 2013): */ + } + /** - --> fifth regime: Hydrogen recombination starts (analytic approximation) + while Helium recombination continues (full equation) */ + else if (current_ap == ptdw->index_ap_H) { - if (x < 1.) - chi_ion_H = 0.369202*pow(1.-pow(x,0.463929),1.70237); - else - chi_ion_H = 0.; + rhs = exp(1.5*log(ptw->const_NR_numberdens*Tmat/(1.+z)/(1.+z)) - ptw->const_Tion_H/Tmat)/ptw->SIunit_nH0; + if (pth->has_varconst == _TRUE_) { + rhs *= rescale_rhs; + } - /* evolution of hydrogen ionisation fraction: */ + /* Assuming Saha equilibrium for HII->HI. Includes xHeII corrections from incomplete recombination of HeII --> HeI (non-zero x_HeII) */ + xHeII = y[ptv->index_ti_x_He]*ptw->fHe; + x_H = 2./(1.+xHeII/rhs + sqrt((1.+xHeII/rhs)*(1.+xHeII/rhs)+4./rhs)); - // JL: test for debugginf reio_inter - //fprintf(stdout,"%e %e %e %e\n",z,Tmat,K*_Lambda_*n,K*Rup*n); + x_He = y[ptv->index_ti_x_He]; + x = x_H + ptw->fHe * x_He; - dy[0] = (x*x_H*n*Rdown - Rup*(1.-x_H)*exp(-preco->CL/Tmat)) * C / (Hz*(1.+z)) /* Peeble's equation with fudged factors */ - -energy_rate*chi_ion_H/n*(1./_L_H_ion_+(1.-C)/_L_H_alpha_)/(_h_P_*_c_*Hz*(1.+z)); /* energy injection (neglect fraction going to helium) */ + ptdw->x_H = x_H; + ptdw->x_He = x_He; } + /** - --> sixth regime: full Hydrogen and Helium equations */ + else if (current_ap == ptdw->index_ap_frec) { + x_H = y[ptv->index_ti_x_H]; + x_He = y[ptv->index_ti_x_He]; + x = x_H + ptw->fHe * x_He; - /************/ - /* helium */ - /************/ - - if (x_He < 1.e-15) - dy[1]=0.; - else { - - if (preco->Bfact/Tmat < 680.) - He_Boltz=exp(preco->Bfact/Tmat); - else - He_Boltz=exp(680.); - - /* equations modified to take into account energy injection from dark matter */ - //C_He=(1. + K_He*_Lambda_He_*n_He*(1.-x_He)*He_Boltz)/(1. + K_He*(_Lambda_He_+Rup_He)*n_He*(1.-x_He)*He_Boltz); + ptdw->x_H = x_H; + ptdw->x_He = x_He; - dy[1] = ((x*x_He*n*Rdown_He - Rup_He*(1.-x_He)*exp(-preco->CL_He/Tmat)) - *(1. + K_He*_Lambda_He_*n_He*(1.-x_He)*He_Boltz)) - /(Hz*(1+z)* (1. + K_He*(_Lambda_He_+Rup_He)*n_He*(1.-x_He)*He_Boltz)); /* in case of energy injection due to DM, we neglect the contribution to helium ionization */ - - /* following is from recfast 1.4 */ - /* this correction is not self-consistent when there is energy injection from dark matter, and leads to nan's at small redshift (unimportant when reionization takes over before that redshift) */ + } + /** - --> seventh regime: calculate x_noreio during reionization + (i.e. x before taking reionisation into account) */ + else if (current_ap == ptdw->index_ap_reio) { - if (Heflag >= 3) - dy[1] = dy[1] + - (x*x_He*n*Rdown_trip - - (1.-x_He)*3.*Rup_trip*exp(-_h_P_*_c_*_L_He_2St_/(_k_B_*Tmat))) - *CfHe_t/(Hz*(1.+z)); + x_H = y[ptv->index_ti_x_H]; + x_He = y[ptv->index_ti_x_He]; + x = x_H + ptw->fHe * x_He; - /* end of new recfast 1.4 piece */ + ptdw->x_H = x_H; + ptdw->x_He = x_He; } - if (timeTh < preco->H_frac*timeH) { - /* dy[2]=Tmat/(1.+z); */ - /* v 1.5: like in camb, add here a smoothing term as suggested by Adam Moss */ - dHdz=-pvecback[pba->index_bg_H_prime]/pvecback[pba->index_bg_H]/pba->a_today* _c_ / _Mpc_over_m_; - epsilon = Hz * (1.+x+preco->fHe) / (preco->CT*pow(Trad,3)*x); - dy[2] = preco->Tnow + epsilon*((1.+preco->fHe)/(1.+preco->fHe+x))*((dy[0]+preco->fHe*dy[1])/x) - - epsilon* dHdz/Hz + 3.*epsilon/(1.+z); - } - else { - /* equations modified to take into account energy injection from dark matter */ + ptdw->x_noreio = x; - //chi_heat = (1.+2.*preio->reionization_table[i*preio->re_size+preio->index_re_xe])/3.; // old approximation from Chen and Kamionkowski + /** - If z is during reionization, also calculate the reionized x */ + if (current_ap == ptdw->index_ap_reio) { - // coefficient as revised by Slatyer et al. 2013 (in fact it is a fit by Vivian Poulin of columns 1 and 2 in Table V of Slatyer et al. 2013) - if (x < 1.) - chi_heat = MIN(0.996857*(1.-pow(1.-pow(x,0.300134),1.51035)),1); - else - chi_heat = 1.; + /* set x from the evolver (which is very low ~10^-4) as 'xe_before' */ + ptw->ptrp->reionization_parameters[ptw->ptrp->index_re_xe_before] = x; - dy[2]= preco->CT * pow(Trad,4) * x / (1.+x+preco->fHe) * (Tmat-Trad) / (Hz*(1.+z)) + 2.*Tmat/(1.+z) - -2./(3.*_k_B_)*energy_rate*chi_heat/n/(1.+preco->fHe+x)/(Hz*(1.+z)); /* energy injection */ + /* compute x */ + class_call(thermodynamics_reionization_function(z,pth,ptw->ptrp,&x), + pth->error_message, + pth->error_message); } + ptdw->x_reio = x; + return _SUCCESS_; } /** - * This routine merges the two tables 'recombination_table' and - * 'reionization_table' inside the table 'thermodynamics_table', and - * frees the temporary structures 'recombination' and 'reionization'. + * This subroutine contains the reionization function \f$ X_e(z) \f$ (one for each scheme) and gives x for a given z. * - * @param ppr Input: pointer to precision structure - * @param pth Input/Output: pointer to thermo structure - * @param preco Input: pointer to filled recombination structure - * @param preio Input: pointer to reionization structure - * @return the error status + * @param z Input: redshift + * @param pth Input: pointer to thermodynamics structure, to know which scheme is used + * @param preio Input: pointer to reionization parameters of the function \f$ X_e(z) \f$ + * @param x Output: \f$ X_e(z) \f$ */ -int thermodynamics_merge_reco_and_reio( - struct precision * ppr, - struct thermo * pth, - struct recombination * preco, - struct reionization * preio - ) { +int thermodynamics_reionization_function( + double z, + struct thermodynamics * pth, + struct thermo_reionization_parameters * preio, + double * x + ) { + /** Summary: */ /** - define local variables */ + double argument; + int i; + double z_jump; + + int jump; + double center,before, after,width,one_jump; + double z_min, z_max; - int i,index_th,index_re; + switch (pth->reio_parametrization) { - /** - first, a little check that the two tables match each other and can be merged */ + /** - no reionization means nothing to be added to xe_before */ + case reio_none: + *x = preio->reionization_parameters[preio->index_re_xe_before]; + break; - if (pth->reio_parametrization != reio_none) { - class_test(preco->recombination_table[preio->index_reco_when_reio_start*preco->re_size+preco->index_re_z] != - preio->reionization_table[(preio->rt_size -1)*preio->re_size+preio->index_re_z], - pth->error_message, - "mismatch which should never happen"); - } + /** - implementation of ionization function similar to the one in CAMB */ + case reio_camb: - /** - find number of redshift in full table = number in reco + number in reio - overlap */ + /** - --> case z > z_reio_start */ + if (z > preio->reionization_parameters[preio->index_re_reio_start]) { + *x = preio->reionization_parameters[preio->index_re_xe_before]; + } + else { + /** - --> case z < z_reio_start: hydrogen contribution (tanh of complicated argument) */ + argument = (pow((1.+preio->reionization_parameters[preio->index_re_reio_redshift]), + preio->reionization_parameters[preio->index_re_reio_exponent]) + -pow((1.+z),preio->reionization_parameters[preio->index_re_reio_exponent])) + /(preio->reionization_parameters[preio->index_re_reio_exponent] + *pow((1.+preio->reionization_parameters[preio->index_re_reio_redshift]), + (preio->reionization_parameters[preio->index_re_reio_exponent]-1.))) + /preio->reionization_parameters[preio->index_re_reio_width]; + + *x = (preio->reionization_parameters[preio->index_re_xe_after] + -preio->reionization_parameters[preio->index_re_xe_before]) + *(tanh(argument)+1.)/2. + +preio->reionization_parameters[preio->index_re_xe_before]; - pth->tt_size = ppr->recfast_Nz0 + preio->rt_size - preio->index_reco_when_reio_start - 1; + /** - --> case z < z_reio_start: helium contribution (tanh of simpler argument) */ + argument = (preio->reionization_parameters[preio->index_re_helium_fullreio_redshift] - z) + /preio->reionization_parameters[preio->index_re_helium_fullreio_width]; + *x += preio->reionization_parameters[preio->index_re_helium_fullreio_fraction] + *(tanh(argument)+1.)/2.; + } + break; - /** - allocate arrays in thermo structure */ + /** - implementation of half-tangent like in 1209.0247 */ + case reio_half_tanh: - class_alloc(pth->z_table,pth->tt_size*sizeof(double),pth->error_message); - class_alloc(pth->thermodynamics_table,pth->th_size*pth->tt_size*sizeof(double),pth->error_message); - class_alloc(pth->d2thermodynamics_dz2_table,pth->th_size*pth->tt_size*sizeof(double),pth->error_message); + /** - --> case z > z_reio_start */ + if (z > preio->reionization_parameters[preio->index_re_reio_start]) { + *x = preio->reionization_parameters[preio->index_re_xe_before]; + } + else { + /** - --> case z < z_reio_start: hydrogen contribution (tanh of complicated argument) */ + argument = (pow((1.+preio->reionization_parameters[preio->index_re_reio_redshift]), + preio->reionization_parameters[preio->index_re_reio_exponent]) + -pow((1.+z),preio->reionization_parameters[preio->index_re_reio_exponent])) + /(preio->reionization_parameters[preio->index_re_reio_exponent] + *pow((1.+preio->reionization_parameters[preio->index_re_reio_redshift]), + (preio->reionization_parameters[preio->index_re_reio_exponent]-1.))) + /preio->reionization_parameters[preio->index_re_reio_width]; + + /* argument goes from 0 to infty, not from -infty to infty like + in reio_camb case. Thus tanh(argument) goes from 0 to 1, not + from -1 to 1. */ + + *x = (preio->reionization_parameters[preio->index_re_xe_after] + -preio->reionization_parameters[preio->index_re_xe_before]) + *tanh(argument) + +preio->reionization_parameters[preio->index_re_xe_before]; + } + break; + + /** - implementation of binned ionization function similar to astro-ph/0606552 */ + case reio_bins_tanh: + + /** - --> case z > z_reio_start */ + if (z > preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1]) { + *x = preio->reionization_parameters[preio->index_re_xe_before]; + } + else if (z < preio->reionization_parameters[preio->index_re_first_z]) { + *x = preio->reionization_parameters[preio->index_re_first_xe]; + } + else { + i = 0; + while (preio->reionization_parameters[preio->index_re_first_z+i+1]reionization_parameters[preio->index_re_first_xe+preio->re_z_size-1] = preio->reionization_parameters[preio->index_re_xe_before]; + + /* This is the expression of the tanh-like jumps of the reio_bins_tanh scheme until the 10.06.2015. It appeared to be + not robust enough. It could lead to a kink in xe(z) near the maximum value of z at which reionisation is sampled. It has + been replaced by the simpler and more robust expression below. + + *xe = preio->reionization_parameters[preio->index_re_first_xe+i] + +0.5*(tanh((2.*(z-preio->reionization_parameters[preio->index_re_first_z+i]) + /(preio->reionization_parameters[preio->index_re_first_z+i+1] + -preio->reionization_parameters[preio->index_re_first_z+i])-1.) + /preio->reionization_parameters[preio->index_re_step_sharpness]) + /tanh(1./preio->reionization_parameters[preio->index_re_step_sharpness])+1.) + *(preio->reionization_parameters[preio->index_re_first_xe+i+1] + -preio->reionization_parameters[preio->index_re_first_xe+i]); + */ + + /* compute the central redshift value of the tanh jump */ + if (i == preio->re_z_size-2) { + z_jump = preio->reionization_parameters[preio->index_re_first_z+i] + + 0.5*(preio->reionization_parameters[preio->index_re_first_z+i] + -preio->reionization_parameters[preio->index_re_first_z+i-1]); + } + else{ + z_jump = 0.5*(preio->reionization_parameters[preio->index_re_first_z+i+1] + + preio->reionization_parameters[preio->index_re_first_z+i]); + } + + /* implementation of the tanh jump */ + *x = preio->reionization_parameters[preio->index_re_first_xe+i] + +0.5*(tanh((z-z_jump) + /preio->reionization_parameters[preio->index_re_step_sharpness])+1.) + *(preio->reionization_parameters[preio->index_re_first_xe+i+1] + -preio->reionization_parameters[preio->index_re_first_xe+i]); + } + break; + + /** - implementation of many tanh jumps */ + case reio_many_tanh: + + /** - --> case z > z_reio_start */ + if (z > preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1]) { + *x = preio->reionization_parameters[preio->index_re_xe_before]; + } + else if (z > preio->reionization_parameters[preio->index_re_first_z]) { + + *x = preio->reionization_parameters[preio->index_re_xe_before]; + + /* fix the final xe to xe_before*/ + preio->reionization_parameters[preio->index_re_first_xe+preio->re_z_size-1] = preio->reionization_parameters[preio->index_re_xe_before]; + + for (jump=1; jumpre_z_size-1; jump++) { + + center = preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1-jump]; + + /* before and after are meant with respect to growing z, not growing time */ + before = preio->reionization_parameters[preio->index_re_first_xe+preio->re_z_size-1-jump] + -preio->reionization_parameters[preio->index_re_first_xe+preio->re_z_size-jump]; + after = 0.; + width = preio->reionization_parameters[preio->index_re_step_sharpness]; + + one_jump = before + (after-before)*(tanh((z-center)/width)+1.)/2.; + + *x += one_jump; + } + + } + else{ + *x = preio->reionization_parameters[preio->index_re_first_xe]; + } + break; + + /** - implementation of reio_inter */ + case reio_inter: - /** - fill these arrays */ - - for (i=0; i < preio->rt_size; i++) { - pth->z_table[i]= - preio->reionization_table[i*preio->re_size+preio->index_re_z]; - pth->thermodynamics_table[i*pth->th_size+pth->index_th_xe]= - preio->reionization_table[i*preio->re_size+preio->index_re_xe]; - pth->thermodynamics_table[i*pth->th_size+pth->index_th_dkappa]= - preio->reionization_table[i*preio->re_size+preio->index_re_dkappadtau]; - pth->thermodynamics_table[i*pth->th_size+pth->index_th_Tb]= - preio->reionization_table[i*preio->re_size+preio->index_re_Tb]; - pth->thermodynamics_table[i*pth->th_size+pth->index_th_cb2]= - preio->reionization_table[i*preio->re_size+preio->index_re_cb2]; - } - for (i=0; i < ppr->recfast_Nz0 - preio->index_reco_when_reio_start - 1; i++) { - index_th=i+preio->rt_size; - index_re=i+preio->index_reco_when_reio_start+1; - pth->z_table[index_th]= - preco->recombination_table[index_re*preco->re_size+preco->index_re_z]; - pth->thermodynamics_table[index_th*pth->th_size+pth->index_th_xe]= - preco->recombination_table[index_re*preco->re_size+preco->index_re_xe]; - pth->thermodynamics_table[index_th*pth->th_size+pth->index_th_dkappa]= - preco->recombination_table[index_re*preco->re_size+preco->index_re_dkappadtau]; - pth->thermodynamics_table[index_th*pth->th_size+pth->index_th_Tb]= - preco->recombination_table[index_re*preco->re_size+preco->index_re_Tb]; - pth->thermodynamics_table[index_th*pth->th_size+pth->index_th_cb2]= - preco->recombination_table[index_re*preco->re_size+preco->index_re_cb2]; - } - - /** - free the temporary structures */ - - free(preco->recombination_table); - - if (pth->reio_parametrization != reio_none) - free(preio->reionization_table); + /** - --> case z > z_reio_start */ + if (z > preio->reionization_parameters[preio->index_re_first_z+preio->re_z_size-1]) { + *x = preio->reionization_parameters[preio->index_re_xe_before]; + } + else{ + i=0; + while (preio->reionization_parameters[preio->index_re_first_z+i+1] < z) i++; + + z_min = preio->reionization_parameters[preio->index_re_first_z+i]; + z_max = preio->reionization_parameters[preio->index_re_first_z+i+1]; + + /* fix the final xe to xe_before*/ + preio->reionization_parameters[preio->index_re_first_xe+preio->re_z_size-1] = preio->reionization_parameters[preio->index_re_xe_before]; + + class_test(zerror_message, + "z out of range for reionization interpolation"); + + class_test(z>z_max, + pth->error_message, + "z out of range for reionization interpolation"); + + argument =(z-preio->reionization_parameters[preio->index_re_first_z+i]) + /(preio->reionization_parameters[preio->index_re_first_z+i+1] + -preio->reionization_parameters[preio->index_re_first_z+i]); + + *x = preio->reionization_parameters[preio->index_re_first_xe+i] + + argument*(preio->reionization_parameters[preio->index_re_first_xe+i+1] + -preio->reionization_parameters[preio->index_re_first_xe+i]); + + class_test(*x<0., + pth->error_message, + "Interpolation gives negative ionization fraction\n", + argument, + preio->reionization_parameters[preio->index_re_first_xe+i], + preio->reionization_parameters[preio->index_re_first_xe+i+1]); + } + break; + default: + class_stop(pth->error_message, + "value of reio_parametrization=%d unclear",pth->reio_parametrization); + break; + } return _SUCCESS_; } /** - * Subroutine for formatting thermodynamics output + * Function for formatting the titles to be output + * + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param titles Input: titles string containing all titles + * @return the error status */ -int thermodynamics_output_titles(struct background * pba, - struct thermo *pth, +int thermodynamics_output_titles( + struct background * pba, + struct thermodynamics *pth, char titles[_MAXTITLESTRINGLENGTH_] - ){ + ) { + class_store_columntitle(titles,"scale factor a",_TRUE_); //NS TODO :: Added a, tell Julien class_store_columntitle(titles,"z",_TRUE_); class_store_columntitle(titles,"conf. time [Mpc]",_TRUE_); class_store_columntitle(titles,"x_e",_TRUE_); @@ -3696,7 +4371,30 @@ int thermodynamics_output_titles(struct background * pba, //class_store_columntitle(titles,"g'",_TRUE_); //class_store_columntitle(titles,"g''",_TRUE_); class_store_columntitle(titles,"Tb [K]",_TRUE_); + class_store_columntitle(titles,"dTb [K]",_TRUE_); + class_store_columntitle(titles,"w_b",_TRUE_); class_store_columntitle(titles,"c_b^2",_TRUE_); + if (pba->has_idm == _TRUE_) { + class_store_columntitle(titles,"T_idm [K]",_TRUE_); + class_store_columntitle(titles,"c_idm^2",_TRUE_); + if (pth->has_idm_g == _TRUE_) { + class_store_columntitle(titles,"dmu_idm_g",_TRUE_); + class_store_columntitle(titles,"ddmu_idm_g",_TRUE_); + } + if (pth->has_idm_b==_TRUE_){ + class_store_columntitle(titles,"R_idm_b",_TRUE_); + } + if (pth->has_idm_dr == _TRUE_){ + class_store_columntitle(titles,"dmu_idm_dr",_TRUE_); + class_store_columntitle(titles,"tau_idm_dr",_TRUE_); + class_store_columntitle(titles,"tau_idr",_TRUE_); + class_store_columntitle(titles,"g_idm_dr [Mpc^-1]",_TRUE_); + } + } + if (pba->has_idr == _TRUE_) { + class_store_columntitle(titles, "T_idr [K]", _TRUE_); + class_store_columntitle(titles,"dmu_idr",_TRUE_); + } class_store_columntitle(titles,"tau_d",_TRUE_); //class_store_columntitle(titles,"max. rate",_TRUE_); class_store_columntitle(titles,"r_d",pth->compute_damping_scale); @@ -3704,35 +4402,42 @@ int thermodynamics_output_titles(struct background * pba, return _SUCCESS_; } -int thermodynamics_output_data(struct background * pba, - struct thermo *pth, +/** + * Output the data for the output into files + * + * @param pba Input: pointer to background structure + * @param pth Input: pointer to the thermodynamics structure + * @param number_of_titles Input: number of titles + * @param data Input: pointer to data file + * @return the error status + */ + +int thermodynamics_output_data( + struct background * pba, + struct thermodynamics *pth, int number_of_titles, double *data - ){ + ) { int index_z, storeidx; double *dataptr, *pvecthermo; double z,tau; - // pth->number_of_thermodynamics_titles = get_number_of_titles(pth->thermodynamics_titles); - //pth->size_thermodynamics_data = pth->number_of_thermodynamics_titles*pth->tt_size; - + // pth->number_of_thermodynamics_titles = get_number_of_titles(pth->thermodynamics_titles); + // pth->size_thermodynamics_data = pth->number_of_thermodynamics_titles*pth->tt_size; /* Store quantities: */ - for (index_z=0; index_ztt_size; index_z++){ + for (index_z=0; index_ztt_size; index_z++) { dataptr = data + index_z*number_of_titles; pvecthermo = pth->thermodynamics_table+index_z*pth->th_size; z = pth->z_table[index_z]; storeidx=0; - class_call(background_tau_of_z( - pba, - z, - &tau - ), + class_call(background_tau_of_z(pba, z, &tau), pba->error_message, pth->error_message); + class_store_double(dataptr,1./(1.+z),_TRUE_,storeidx); class_store_double(dataptr,z,_TRUE_,storeidx); class_store_double(dataptr,tau,_TRUE_,storeidx); class_store_double(dataptr,pvecthermo[pth->index_th_xe],_TRUE_,storeidx); @@ -3744,7 +4449,30 @@ int thermodynamics_output_data(struct background * pba, //class_store_double(dataptr,pvecthermo[pth->index_th_dg],_TRUE_,storeidx); //class_store_double(dataptr,pvecthermo[pth->index_th_ddg],_TRUE_,storeidx); class_store_double(dataptr,pvecthermo[pth->index_th_Tb],_TRUE_,storeidx); + class_store_double(dataptr,pvecthermo[pth->index_th_dTb],_TRUE_,storeidx); + class_store_double(dataptr,pvecthermo[pth->index_th_wb],_TRUE_,storeidx); class_store_double(dataptr,pvecthermo[pth->index_th_cb2],_TRUE_,storeidx); + if (pba->has_idm == _TRUE_) { + class_store_double(dataptr,pvecthermo[pth->index_th_T_idm],_TRUE_,storeidx); + class_store_double(dataptr,pvecthermo[pth->index_th_c2_idm],_TRUE_,storeidx); + if (pth->has_idm_g == _TRUE_) { + class_store_double(dataptr,pvecthermo[pth->index_th_dmu_idm_g],_TRUE_,storeidx); + class_store_double(dataptr,pvecthermo[pth->index_th_ddmu_idm_g],_TRUE_,storeidx); + } + if (pth->has_idm_b == _TRUE_){ + class_store_double(dataptr,pvecthermo[pth->index_th_R_idm_b],_TRUE_,storeidx); + } + if (pth->has_idm_dr == _TRUE_){ + class_store_double(dataptr,pvecthermo[pth->index_th_dmu_idm_dr],_TRUE_,storeidx); + class_store_double(dataptr,pvecthermo[pth->index_th_tau_idm_dr],_TRUE_,storeidx); + class_store_double(dataptr,pvecthermo[pth->index_th_tau_idr],_TRUE_,storeidx); + class_store_double(dataptr,pvecthermo[pth->index_th_g_idm_dr],_TRUE_,storeidx); + } + } + if (pba->has_idr == _TRUE_) { + class_store_double(dataptr, pvecthermo[pth->index_th_T_idr],_TRUE_,storeidx); + class_store_double(dataptr,pvecthermo[pth->index_th_dmu_idr],_TRUE_,storeidx); + } class_store_double(dataptr,pvecthermo[pth->index_th_tau_d],_TRUE_,storeidx); //class_store_double(dataptr,pvecthermo[pth->index_th_rate],_TRUE_,storeidx); class_store_double(dataptr,pvecthermo[pth->index_th_r_d],pth->compute_damping_scale,storeidx); @@ -3754,14 +4482,284 @@ int thermodynamics_output_data(struct background * pba, return _SUCCESS_; } -int thermodynamics_tanh(double x, - double center, - double before, - double after, - double width, - double * result) { - *result = before + (after-before)*(tanh((x-center)/width)+1.)/2.; + +/** + * This routine computes the quantities connected to interacting dark + * matter with photons, baryons & dark radiation (idm), and interacting dark radiation (idr) + * + * @param pba Input: pointer to background structure + * @param z Input: redshift + * @param y Input: vector of evolver quantities + * @param dy Input: derivative of this vector + * @param pth Input: pointer to thermodynamics structure + * @param ptw Input/Output: pointer to thermo workspace + * @param pvecback Input: vector of background quantities + * + * @return the error status + * + */ +int thermodynamics_idm_quantities(struct background * pba, + double z, + double * y, + double * dy, + struct thermodynamics * pth, + struct thermo_workspace * ptw, + double * pvecback){ + /** Summary: */ + + /** Define local variables */ + struct thermo_diffeq_workspace * ptdw = ptw->ptdw; + struct thermo_vector * ptv = ptdw->ptv; + + /* Thermo quantities */ + double T_g, Tmat, T_idr = 0.; + double Vrms_idm_b2, m_b, T_diff_idm_b, FHe; + + T_g = ptw->Tcmb * (1.+z); + Tmat = y[ptv->index_ti_D_Tmat] + T_g; + + /** - First deal with any required dark radiation */ + if (pba->has_idr == _TRUE_) { + T_idr = pba->T_idr*(1.+z); + ptdw->dmu_idr = pth->b_idr*pow((1.+z)/1.e7,pth->n_index_idm_dr)*pba->Omega0_idr*pow(pba->h,2); + } + + /** - Now deal with any required dark matter (and its interactions) */ + if (pba->has_idm == _TRUE_) { + /* First, set the IDM temperature in tight coupling */ + if (ptw->has_ap_idmtca == _TRUE_ && ptdw->ap_current == ptdw->index_ap_idmtca) { + ptdw->T_idm = T_g; + /* If we are coupling strongly to dark radiation instead */ + if ((pth->has_idm_dr == _TRUE_) && pth->n_index_idm_dr > 0) + ptdw->T_idm = T_idr; + } + + /* Also set idm temperature without tight coupling */ + else { + ptdw->T_idm = y[ptv->index_ti_T_idm]; + } + + /* Compute idm temperature derivatives, starting with homogeneous expansion */ + ptdw->T_idm_prime = - 2. * ptdw->T_idm / (1.+z); + + /* Now add also coupling to photons*/ + if (pth->has_idm_g == _TRUE_) { + /* - photon interaction rate with idm_g */ + ptdw->dmu_idm_g = 3./8./_PI_/_G_*pow(1.+z, 2+pth->n_index_idm_g)*pba->Omega0_idm*pba->H0*pba->H0*pth->u_idm_g*pow(_c_,4)*_sigma_/1.e11/_eV_/_Mpc_over_m_; + ptdw->T_idm_prime += - 2.*4./3. * pvecback[pba->index_bg_rho_g]/pvecback[pba->index_bg_rho_idm] * ptdw->dmu_idm_g * (ptdw->T_idm - T_g) / pvecback[pba->index_bg_H]; + } + /* Now add also coupling to dark radiation */ + if (pth->has_idm_dr == _TRUE_) { + /* - idr interaction rate with idm_dr */ + ptdw->dmu_idm_dr = pth->a_idm_dr*pow((1.+ z)/1.e7,pth->n_index_idm_dr)*pba->Omega0_idm*pow(pba->h,2); + ptdw->Sinv_idm_dr = 4./3.*pvecback[pba->index_bg_rho_idr]/pvecback[pba->index_bg_rho_idm]; + ptdw->T_idm_prime += - 2* ptdw->dmu_idm_dr * ptdw->Sinv_idm_dr * (ptdw->T_idm - T_idr) / pvecback[pba->index_bg_H]; + } + /* Now add also coupling to baryons */ + /* Note that here we do a simplified calculation of the velocity, as described in 2010.04074. This will be adapted in future versions. */ + if (pth->has_idm_b == _TRUE_) { + if (z > 1.e3) + Vrms_idm_b2 = 1.e-8; + else + Vrms_idm_b2 = 1.e-8*pow(((1.+z)/1.e3),2); + + FHe = 1- ptw->YHe; + m_b = _m_p_*_c_*_c_/_eV_; /* Note that for now we always assume scattering with protons. This will be adapted in future versions. */ + + T_diff_idm_b = (Tmat*_k_B_/_eV_/m_b)+(ptdw->T_idm*_k_B_/_eV_/pth->m_idm)+(Vrms_idm_b2/3.0); + + ptdw->R_idm_b = (pvecback[pba->index_bg_a]*pvecback[pba->index_bg_rho_b]*pth->cross_idm_b*pth->n_coeff_idm_b/(m_b+pth->m_idm)) + *pow(T_diff_idm_b,(pth->n_index_idm_b+1.0)/2.0)*FHe + *(3.e-4*pow(_c_,4.)/(8.*_PI_*_Mpc_over_m_*_G_*_eV_)); + + ptdw->T_idm_prime += -2.*pth->m_idm/(pth->m_idm + m_b)*ptdw->R_idm_b*(ptdw->T_idm-Tmat) / pvecback[pba->index_bg_H]; + } + + /* Now conclude by computing the sound speed */ + ptdw->c2_idm = _k_B_ /(pth->m_idm*_eV_) * (ptdw->T_idm - (1.+z)/3. * ptdw->T_idm_prime); + } + + return _SUCCESS_; +} + +/** + * Check if the initial integration time and spacing needs adjusting, for example for interacting dark matter + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermo structure + * @param ptw Input/Output: pointer to thermo workspace + * @return the error status + */ +int thermodynamics_obtain_z_ini( + struct precision * ppr, + struct background *pba, + struct thermodynamics *pth, + struct thermo_workspace * ptw + ) { + + /* These wil affect when and how the temperature integration starts*/ + double z_initial; + int Nz_log; + /* This describes until when (if at all) any idm might be coupled to either photon or IDR temp*/ + double z_idm_dec, z_idm_dec_min=_HUGE_; + + double R_dm; + double f1nu = 7./8.*pow((4./11.),(4./3.)); + + z_initial = ppr->thermo_z_initial; + Nz_log = ppr->thermo_Nz_log; + + /* Set this initially to False and check if it's needed */ + ptw->has_ap_idmtca = _FALSE_; + + /* If there is idm, we want the thermodynamics table to + * start at a much larger z, in order to capture the possible + * non-trivial behavior of the dark matter interaction rate at early times */ + + /* First, calculate the approximate decoupling time iff there is coupling, based on formulae from 2010.04074 */ + if (pba->has_idm == _TRUE_) { + if ((pth->has_idm_g == _TRUE_) && (pth->n_index_idm_g > -2)) { + z_idm_dec = pow(3.01e9, 1./(2+pth->n_index_idm_g)) * pow((1.+pba->Neff*f1nu)/(1.+3.044*f1nu), 1./(4.+2.*pth->n_index_idm_g)) * pow(pth->u_idm_g*1e4, -1./(2.+pth->n_index_idm_g)); + if (pth->thermodynamics_verbose > 3) + printf("The decoupling redshift for idm_g is z_idm_dec = %.5e\n", z_idm_dec); + z_idm_dec_min = MIN(z_idm_dec, z_idm_dec_min); + } + if ((pth->has_idm_b == _TRUE_) && (pth->n_index_idm_b > -3)) { + R_dm = pth->m_idm / (_m_p_*_c_*_c_/_eV_); + z_idm_dec = 4e4 * pow( 9.15/pth->n_coeff_idm_b + *pow((1.+pba->Neff*f1nu)/(1.+3.044*f1nu), 1./2.) * (0.0224/pba->Omega0_b/pba->h/pba->h) + *pow(R_dm, (pth->n_index_idm_b+1.)/2.)/pow(1.+R_dm, (pth->n_index_idm_b-1.)/2.) + *pow(10.,4*pth->n_index_idm_b - 25)/pth->cross_idm_b , 2./(pth->n_index_idm_b+3)); + + if (pth->n_index_idm_b == -2) + z_idm_dec *= 10; + if (pth->thermodynamics_verbose > 3) + printf("The decoupling redshift for idm_b is z_idm_dec = %.5e\n", z_idm_dec); + z_idm_dec_min = MIN(z_idm_dec, z_idm_dec_min); + } + if ((pth->has_idm_dr == _TRUE_) && (pth->n_index_idm_dr > 0)) { + z_idm_dec = pow(10., 7.-6./ pth->n_index_idm_dr) + * pow( 1.6 * (1e-6/pba->Omega0_idr/pba->h/pba->h) + * pow((1.+pba->Neff*f1nu)/(1.+3.044*f1nu), 1./2.) + * (1e6 / pth->a_idm_dr) , 1./pth->n_index_idm_dr); + if (pth->thermodynamics_verbose > 3) + printf("The decoupling redshift for idm_dr is z_idm_dec = %.5e\n", z_idm_dec); + /* we need to be careful if idm is coupled to photons and idr at the same time */ + class_test(z_idm_dec_min != _HUGE_ && fabs(pba->T_idr - pba->T_cmb) > 1e-2, + pth->error_message, + "It seems that at early times idm is thermally coupled to both idr and photons (possibly through baryons).\nPlease set the initial temperatures equal or disable this error."); + + z_idm_dec_min = MIN(z_idm_dec, z_idm_dec_min); + } + + /* if there is initial coupling then we need the approximation scheme ap_idmtca */ + if (z_idm_dec_min != _HUGE_) { + ptw->has_ap_idmtca = _TRUE_; + /* assert that ap_idmtca ends before ap_brec ends */ + ptw->z_ap_idmtca = MAX( 1e2 * z_idm_dec_min, (ppr->recfast_z_He_1+ppr->recfast_delta_z_He_1)*1.5); + if (pth->thermodynamics_verbose > 3) + printf("Starting the idm TCA at z_ap_idmtca = %.5e\n", ptw->z_ap_idmtca); + } + + /* From this, decide the initial time of integration */ + /* start the integration before the decoupling */ + if (ptw->has_ap_idmtca == _TRUE_) { + class_test(ptw->z_ap_idmtca * ppr->a_ini_over_a_today_default > 1, + pth->error_message, + "The decoupling time of the idm species is set earlier than the background integration. Start the background integration earlier."); + + z_initial = MAX(z_initial, MIN(100 * ptw->z_ap_idmtca, 1/ppr->a_ini_over_a_today_default-2.)); + } + + /* if there is no coupling at early time, we need to set an another starting point */ + else { + z_initial = MAX(ppr->thermo_z_initial_if_idm, z_initial); + } + + if (pth->thermodynamics_verbose > 2) + printf(" -> Increasing the initial redshift of thermodynamics from %e to %e \n",ppr->thermo_z_initial,z_initial); + + /* Rescale Nz_log (if necessary) in order to cover with equal spacing the enlarged range */ + Nz_log = MAX((int)(Nz_log/log(ppr->thermo_z_initial)*log(z_initial)),Nz_log); + } + + ppr->thermo_z_initial = z_initial; + ppr->thermo_Nz_log = Nz_log; + class_test(z_initial * ppr->a_ini_over_a_today_default > 1., + pth->error_message, + "The initial starting time for the temperature integration is set earlier than the background integration. Adjust obtain_z_ini to mitigate this"); + class_test(z_initial < ppr->recfast_z_He_3, + pth->error_message, + "The initial starting time for the temperature integration is set after HeliumIII recombination starts. Adjust obtain_z_ini to mitigate this"); + + return _SUCCESS_; + +} + +/** + * Set the correct initial temperature for the idm species + * + * @param pba Input: pointer to background structure + * @param pth Input: pointer to thermo structure + * @param z_ini Input: z_ini + * @param ptdw Input/Output: pointer to thermo differential equation workspace + * @return the error status + */ +int thermodynamics_idm_initial_temperature( + struct background* pba, + struct thermodynamics* pth, + double z_ini, + struct thermo_diffeq_workspace * ptdw + ) { + + /** - define local parameters */ + double* pvecback; + int last_index; + /* idm-b special parameters */ + double m_b, FHe, T_diff_idm_b; + /* steady state factors ( = prefactors in temperature evolution equation) */ + double alpha=0.,beta=0.,epsilon=0.; + + /** - obtain necessary background information */ + class_alloc(pvecback,pba->bg_size*sizeof(double),pba->error_message); + class_call(background_at_z(pba, + z_ini, + long_info, + inter_normal, + &last_index, + pvecback), + pba->error_message, + pth->error_message); + + /* idm-idr steady state */ + if ((pth->has_idm_dr == _TRUE_) && (pth->n_index_idm_dr == 0)) { + epsilon = 2*4./3.*pvecback[pba->index_bg_rho_idr]/pvecback[pba->index_bg_rho_idm]* + pth->a_idm_dr*pow((1.+ z_ini)/1.e7,pth->n_index_idm_dr)*pba->Omega0_idm*pow(pba->h,2) / pvecback[pba->index_bg_H]*(1.+z_ini); + } + /* idm_g steady state */ + else if (pth->has_idm_g == _TRUE_ && pth->n_index_idm_g == -2) { + ptdw->dmu_idm_dr = pth->a_idm_dr*pow((1.+ z_ini)/1.e7,pth->n_index_idm_dr)*pba->Omega0_idm*pow(pba->h,2); + ptdw->Sinv_idm_dr = 4./3.*pvecback[pba->index_bg_rho_idr]/pvecback[pba->index_bg_rho_idm]; + alpha = 2.* ptdw->dmu_idm_dr * ptdw->Sinv_idm_dr; + } + /* idm_b steady state */ + else if (pth->has_idm_b == _TRUE_ && pth->n_index_idm_b == -3) { + FHe = 1-pth->YHe; + m_b = _m_p_*_c_*_c_/_eV_; + /* This is super-highly approximated, and will not usually be correct. However, the small error we incur should be corrected by the evolution equation */ + T_diff_idm_b = (pba->T_cmb*(1.+z_ini)*_k_B_/_eV_/m_b)+(pba->T_cmb*(1.+z_ini)*_k_B_/_eV_/pth->m_idm)+(1.e-8/3.0); + ptdw->R_idm_b = (pvecback[pba->index_bg_a]*pvecback[pba->index_bg_rho_b]*pth->cross_idm_b*pth->n_coeff_idm_b/(m_b+pth->m_idm)) + *pow(T_diff_idm_b,(pth->n_index_idm_b+1.0)/2.0)*FHe + *(3.e-4*pow(_c_,4.)/(8.*_PI_*_Mpc_over_m_*_G_*_eV_)); + alpha = 2.*pth->m_idm/(pth->m_idm + m_b)*ptdw->R_idm_b; + } + + /* This formula (assuming alpha,beta,epsilon=const) approximates the steady-state solution of the IDM temperature evolution equation */ + ptdw->T_idm = (alpha + beta + epsilon * pba->T_idr/pba->T_cmb)/(1.+epsilon+alpha+beta) * pba->T_cmb * (1.+z_ini); + + free(pvecback); return _SUCCESS_; } diff --git a/source/transfer.c b/source/transfer.c old mode 100755 new mode 100644 index f7ae003c..026b4554 --- a/source/transfer.c +++ b/source/transfer.c @@ -14,7 +14,7 @@ * * Hence the following functions can be called from other modules: * - * -# transfer_init() at the beginning (but after perturb_init() + * -# transfer_init() at the beginning (but after perturbations_init() * and bessel_init()) * * -# transfer_functions_at_q() at any later time @@ -28,6 +28,7 @@ */ #include "transfer.h" +#include "parallel.h" /** * Transfer function \f$ \Delta_l^{X} (q) \f$ at a given wavenumber q. @@ -59,7 +60,7 @@ */ int transfer_functions_at_q( - struct transfers * ptr, + struct transfer * ptr, int index_md, int index_ic, int index_tt, @@ -90,13 +91,13 @@ int transfer_functions_at_q( } /** - * This routine initializes the transfers structure, (in particular, + * This routine initializes the transfer structure, (in particular, * computes table of transfer functions \f$ \Delta_l^{X} (q) \f$) * * Main steps: * - * - initialize all indices in the transfers structure - * and allocate all its arrays using transfer_indices_of_transfers(). + * - initialize all indices in the transfer structure + * and allocate all its arrays using transfer_indices(). * * - for each thread (in case of parallel run), initialize the fields of a memory zone called the transfer_workspace with transfer_workspace_init() * @@ -107,18 +108,18 @@ int transfer_functions_at_q( * @param pba Input: pointer to background structure * @param pth Input: pointer to thermodynamics structure * @param ppt Input: pointer to perturbation structure - * @param pnl Input: pointer to nonlinear structure - * @param ptr Output: pointer to initialized transfers structure + * @param pfo Input: pointer to fourier structure + * @param ptr Output: pointer to initialized transfer structure * @return the error status */ int transfer_init( struct precision * ppr, struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct nonlinear * pnl, - struct transfers * ptr + struct thermodynamics * pth, + struct perturbations * ppt, + struct fourier * pfo, + struct transfer * ptr ) { /** Summary: */ @@ -151,8 +152,6 @@ int transfer_init( */ double *** sources_spline; - /* pointer on workspace (one per thread if openmp) */ - struct transfer_workspace * ptw; /** - array with the correspondence between the index of sources in the perturbation module and in the transfer module, @@ -165,19 +164,6 @@ int transfer_init( HyperInterpStruct BIS; double xmax; - /* This code can be optionally compiled with the openmp option for parallel computation. - Inside parallel regions, the use of the command "return" is forbidden. - For error management, instead of "return _FAILURE_", we will set the variable below - to "abort = _TRUE_". This will lead to a "return _FAILURE_" just after leaving the - parallel region. */ - int abort; - -#ifdef _OPENMP - - /* instrumentation times */ - double tstart, tstop, tspent; - -#endif /** - check whether any spectrum in harmonic space (i.e., any \f$C_l\f$'s) is actually requested */ @@ -193,6 +179,15 @@ int transfer_init( if (ptr->transfer_verbose > 0) fprintf(stdout,"Computing transfers\n"); + /** - check whether we will need the full Limber scheme */ + + if ((ppt->has_cl_cmb_lensing_potential == _TRUE_) && (ppt->want_lcmb_full_limber == _TRUE_)) { + ptr->do_lcmb_full_limber = _TRUE_; + } + else { + ptr->do_lcmb_full_limber = _FALSE_; + } + /** - get number of modes (scalars, tensors...) */ ptr->md_size = ppt->md_size; @@ -213,10 +208,10 @@ int transfer_init( q_period = 2.*_PI_/(tau0-tau_rec)*ptr->angular_rescaling; - /** - initialize all indices in the transfers structure and - allocate all its arrays using transfer_indices_of_transfers() */ + /** - initialize all indices in the transfer structure and + allocate all its arrays using transfer_indices() */ - class_call(transfer_indices_of_transfers(ppr,ppt,ptr,q_period,pba->K,pba->sgnK), + class_call(transfer_indices(ppr,ppt,ptr,q_period,pba->K,pba->sgnK), ptr->error_message, ptr->error_message); @@ -226,7 +221,7 @@ int transfer_init( ptr->md_size*sizeof(double**), ptr->error_message); - class_call(transfer_perturbation_copy_sources_and_nl_corrections(ppt,pnl,ptr,sources), + class_call(transfer_perturbation_copy_sources_and_nl_corrections(ppt,pfo,ptr,sources), ptr->error_message, ptr->error_message); @@ -278,122 +273,120 @@ int transfer_init( ptr->error_message, ptr->error_message); - /* - fprintf(stderr,"tau:%d l:%d q:%d\n", - ppt->tau_size, - ptr->l_size_max, - ptr->q_size - ); - */ - /** - eventually read the selection and evolution functions */ class_call(transfer_global_selection_read(ptr), ptr->error_message, ptr->error_message); - /* (a.3.) workspace, allocated in a parallel zone since in openmp - version there is one workspace per thread */ - - /* initialize error management flag */ - abort = _FALSE_; - - /* beginning of parallel region */ - -#pragma omp parallel \ - shared(tau_size_max,ptr,ppr,pba,ppt,tp_of_tt,tau_rec,sources_spline,abort,BIS,tau0) \ - private(ptw,index_q,tstart,tstop,tspent) - { - -#ifdef _OPENMP - tspent = 0.; -#endif - - /* allocate workspace */ - - ptw = NULL; - - class_call_parallel(transfer_workspace_init(ptr, - ppr, - &ptw, - ppt->tau_size, - tau_size_max, - pba->K, - pba->sgnK, - tau0-pth->tau_cut, - &BIS), - ptr->error_message, - ptr->error_message); - - /** - loop over all wavenumbers (parallelized).*/ - /* For each wavenumber: */ - -#pragma omp for schedule (dynamic) + /** - precompute window function for integrated nCl/sCl quantities*/ + double* window = NULL; + if ((ppt->has_cl_lensing_potential == _TRUE_) || (ppt->has_cl_number_count == _TRUE_)) { + class_call(transfer_precompute_selection(ppr, + pba, + ppt, + ptr, + tau_rec, + tau_size_max, + &(window)), + ptr->error_message, + ptr->error_message); + } - for (index_q = 0; index_q < ptr->q_size; index_q++) { + class_setup_parallel(); + + /** - loop over all wavenumbers (parallelized).*/ + /* For each wavenumber: */ + for (index_q = 0; index_q < MAX(ptr->q_size,ptr->q_size_limber); index_q++) { + class_run_parallel(with_arguments(pba,pth,ppt,ptr,ppr,index_q,tau_rec,tp_of_tt,sources,sources_spline,tau_size_max,window,tau0,&BIS), + + /* compute the transfer functions in the normal case (not the + full Limber one) */ + + struct transfer_workspace * ptw = NULL; + class_call(transfer_workspace_init(ptr, + ppr, + &ptw, + ppt->tau_size, + tau_size_max, + pba->K, + pba->sgnK, + tau0-pth->tau_cut, + &BIS), + ptr->error_message, + ptr->error_message); -#ifdef _OPENMP - tstart = omp_get_wtime(); -#endif + if (index_q < ptr->q_size) { - if (ptr->transfer_verbose > 2) + if (ptr->transfer_verbose > 2) printf("Compute transfer for wavenumber [%d/%zu]\n",index_q,ptr->q_size-1); - /* Update interpolation structure: */ - class_call_parallel(transfer_update_HIS(ppr, - ptr, - ptw, - index_q, - tau0), - ptr->error_message, - ptr->error_message); - - class_call_parallel(transfer_compute_for_each_q(ppr, - pba, - ppt, - ptr, - tp_of_tt, - index_q, - tau_size_max, - tau_rec, - sources, - sources_spline, - ptw), - ptr->error_message, - ptr->error_message); - -#ifdef _OPENMP - tstop = omp_get_wtime(); - - tspent += tstop-tstart; -#endif + /* Update interpolation structure: */ + class_call(transfer_update_HIS(ppr, + ptr, + ptw, + index_q, + tau0), + ptr->error_message, + ptr->error_message); -#pragma omp flush(abort) + class_call(transfer_compute_for_each_q(ppr, + pba, + ppt, + ptr, + tp_of_tt, + index_q, + tau_size_max, + tau_rec, + sources, + sources_spline, + window, + ptw, + _FALSE_), + ptr->error_message, + ptr->error_message); + } - } /* end of loop over wavenumber */ + /* compute the transfer functions in the full Limber case (if + this case is not needed, ptr->q_size_limber=0 and the + condition is never met) */ - /* free workspace allocated inside parallel zone */ - class_call_parallel(transfer_workspace_free(ptr,ptw), - ptr->error_message, - ptr->error_message); + if (index_q < ptr->q_size_limber) { -#ifdef _OPENMP - if (ptr->transfer_verbose>1) - printf("In %s: time spent in parallel region (loop over k's) = %e s for thread %d\n", - __func__,tspent,omp_get_thread_num()); -#endif + class_call(transfer_compute_for_each_q(ppr, + pba, + ppt, + ptr, + tp_of_tt, + index_q, + tau_size_max, + tau_rec, + sources, + sources_spline, + window, + ptw, + _TRUE_), + ptr->error_message, + ptr->error_message); + } - } /* end of parallel region */ + class_call(transfer_workspace_free(ptr,ptw), + ptr->error_message, + ptr->error_message); + return _SUCCESS_; + ); + } /* end of loop over wavenumber */ - if (abort == _TRUE_) return _FAILURE_; + class_finish_parallel(); /** - finally, free arrays allocated outside parallel zone */ + free(window); class_call(transfer_perturbation_sources_spline_free(ppt,ptr,sources_spline), ptr->error_message, ptr->error_message); - class_call(transfer_perturbation_sources_free(ppt,pnl,ptr,sources), + class_call(transfer_perturbation_sources_free(ppt,pfo,ptr,sources), ptr->error_message, ptr->error_message); @@ -404,6 +397,7 @@ int transfer_init( class_call(hyperspherical_HIS_free(&BIS,ptr->error_message), ptr->error_message, ptr->error_message); + return _SUCCESS_; } @@ -413,12 +407,12 @@ int transfer_init( * To be called at the end of each run, only when no further calls to * transfer_functions_at_k() are needed. * - * @param ptr Input: pointer to transfers structure (which fields must be freed) + * @param ptr Input: pointer to transfer structure (which fields must be freed) * @return the error status */ int transfer_free( - struct transfers * ptr + struct transfer * ptr ) { int index_md; @@ -429,6 +423,10 @@ int transfer_free( free(ptr->l_size_tt[index_md]); free(ptr->transfer[index_md]); free(ptr->k[index_md]); + if (ptr->do_lcmb_full_limber == _TRUE_) { + free(ptr->transfer_limber[index_md]); + free(ptr->k_limber[index_md]); + } } free(ptr->tt_size); @@ -438,6 +436,11 @@ int transfer_free( free(ptr->q); free(ptr->k); free(ptr->transfer); + if (ptr->do_lcmb_full_limber == _TRUE_) { + free(ptr->q_limber); + free(ptr->k_limber); + free(ptr->transfer_limber); + } if (ptr->nz_size > 0) { free(ptr->nz_z); @@ -459,10 +462,10 @@ int transfer_free( /** * This routine defines all indices and allocates all tables - * in the transfers structure + * in the transfer structure * * Compute list of (k, l) values, allocate and fill corresponding - * arrays in the transfers structure. Allocate the array of transfer + * arrays in the transfer structure. Allocate the array of transfer * function tables. * * @param ppr Input: pointer to precision structure @@ -474,14 +477,14 @@ int transfer_free( * @return the error status */ -int transfer_indices_of_transfers( - struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, - double q_period, - double K, - int sgnK - ) { +int transfer_indices( + struct precision * ppr, + struct perturbations * ppt, + struct transfer * ptr, + double q_period, + double K, + int sgnK + ) { /** Summary: */ @@ -569,6 +572,9 @@ int transfer_indices_of_transfers( /* array (of array) of transfer functions for each mode, transfer[index_md] */ class_alloc(ptr->transfer,ptr->md_size * sizeof(double *),ptr->error_message); + if (ptr->do_lcmb_full_limber == _TRUE_) { + class_alloc(ptr->transfer_limber,ptr->md_size * sizeof(double *),ptr->error_message); + } /** - get q values using transfer_get_q_list() */ @@ -576,7 +582,19 @@ int transfer_indices_of_transfers( ptr->error_message, ptr->error_message); + /** - get q values in full Limber case using transfer_get_q_limber_list() */ + + if (ptr->do_lcmb_full_limber == _TRUE_) { + class_call(transfer_get_q_limber_list(ppr,ppt,ptr,K,sgnK), + ptr->error_message, + ptr->error_message); + } + else { + ptr->q_size_limber=0; + } + /** - get k values using transfer_get_k_list() */ + class_call(transfer_get_k_list(ppt,ptr,K), ptr->error_message, ptr->error_message); @@ -615,6 +633,12 @@ int transfer_indices_of_transfers( ppt->ic_size[index_md] * ptr->tt_size[index_md] * ptr->l_size[index_md] * ptr->q_size * sizeof(double), ptr->error_message); + if (ptr->do_lcmb_full_limber == _TRUE_) { + class_alloc(ptr->transfer_limber[index_md], + ppt->ic_size[index_md] * ptr->tt_size[index_md] * ptr->l_size[index_md] * ptr->q_size_limber * sizeof(double), + ptr->error_message); + } + } return _SUCCESS_; @@ -622,9 +646,9 @@ int transfer_indices_of_transfers( } int transfer_perturbation_copy_sources_and_nl_corrections( - struct perturbs * ppt, - struct nonlinear * pnl, - struct transfers * ptr, + struct perturbations * ppt, + struct fourier * pfo, + struct transfer * ptr, double *** sources ) { int index_md; @@ -643,7 +667,7 @@ int transfer_perturbation_copy_sources_and_nl_corrections( for (index_tp = 0; index_tp < ppt->tp_size[index_md]; index_tp++) { - if ((pnl->method != nl_none) && (_scalars_) && + if ((pfo->method != nl_none) && (_scalars_) && (((ppt->has_source_delta_m == _TRUE_) && (index_tp == ppt->index_tp_delta_m)) || ((ppt->has_source_delta_cb == _TRUE_) && (index_tp == ppt->index_tp_delta_cb)) || ((ppt->has_source_theta_m == _TRUE_) && (index_tp == ppt->index_tp_theta_m)) || @@ -659,25 +683,25 @@ int transfer_perturbation_copy_sources_and_nl_corrections( for (index_tau=0; index_tautau_size; index_tau++) { for (index_k=0; index_kk_size[index_md]; index_k++) { - if (((ppt->has_source_delta_cb == _TRUE_) && (index_tp == ppt->index_tp_delta_cb)) || - ((ppt->has_source_theta_cb == _TRUE_) && (index_tp == ppt->index_tp_theta_cb))){ - sources[index_md] - [index_ic * ppt->tp_size[index_md] + index_tp] - [index_tau * ppt->k_size[index_md] + index_k] = - ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + index_tp] - [index_tau * ppt->k_size[index_md] + index_k] - * pnl->nl_corr_density[pnl->index_pk_cb][index_tau * ppt->k_size[index_md] + index_k]; - } - else{ - sources[index_md] - [index_ic * ppt->tp_size[index_md] + index_tp] - [index_tau * ppt->k_size[index_md] + index_k] = - ppt->sources[index_md] - [index_ic * ppt->tp_size[index_md] + index_tp] - [index_tau * ppt->k_size[index_md] + index_k] - * pnl->nl_corr_density[pnl->index_pk_m][index_tau * ppt->k_size[index_md] + index_k]; - } + if (((ppt->has_source_delta_cb == _TRUE_) && (index_tp == ppt->index_tp_delta_cb)) || + ((ppt->has_source_theta_cb == _TRUE_) && (index_tp == ppt->index_tp_theta_cb))){ + sources[index_md] + [index_ic * ppt->tp_size[index_md] + index_tp] + [index_tau * ppt->k_size[index_md] + index_k] = + ppt->sources[index_md] + [index_ic * ppt->tp_size[index_md] + index_tp] + [index_tau * ppt->k_size[index_md] + index_k] + * pfo->nl_corr_density[pfo->index_pk_cb][index_tau * ppt->k_size[index_md] + index_k]; + } + else{ + sources[index_md] + [index_ic * ppt->tp_size[index_md] + index_tp] + [index_tau * ppt->k_size[index_md] + index_k] = + ppt->sources[index_md] + [index_ic * ppt->tp_size[index_md] + index_tp] + [index_tau * ppt->k_size[index_md] + index_k] + * pfo->nl_corr_density[pfo->index_pk_m][index_tau * ppt->k_size[index_md] + index_k]; + } } } } @@ -695,8 +719,8 @@ int transfer_perturbation_copy_sources_and_nl_corrections( int transfer_perturbation_source_spline( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double *** sources, double *** sources_spline ) { @@ -737,9 +761,9 @@ int transfer_perturbation_source_spline( } int transfer_perturbation_sources_free( - struct perturbs * ppt, - struct nonlinear * pnl, - struct transfers * ptr, + struct perturbations * ppt, + struct fourier * pfo, + struct transfer * ptr, double *** sources ) { int index_md; @@ -749,7 +773,7 @@ int transfer_perturbation_sources_free( for (index_md = 0; index_md < ptr->md_size; index_md++) { for (index_ic = 0; index_ic < ppt->ic_size[index_md]; index_ic++) { for (index_tp = 0; index_tp < ppt->tp_size[index_md]; index_tp++) { - if ((pnl->method != nl_none) && (_scalars_) && + if ((pfo->method != nl_none) && (_scalars_) && (((ppt->has_source_delta_m == _TRUE_) && (index_tp == ppt->index_tp_delta_m)) || ((ppt->has_source_theta_m == _TRUE_) && (index_tp == ppt->index_tp_theta_m)) || ((ppt->has_source_delta_cb == _TRUE_) && (index_tp == ppt->index_tp_delta_cb)) || @@ -771,8 +795,8 @@ int transfer_perturbation_sources_free( } int transfer_perturbation_sources_spline_free( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double *** sources_spline ) { int index_md; @@ -797,14 +821,14 @@ int transfer_perturbation_sources_spline_free( * * @param ppr Input: pointer to precision structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input/Output: pointer to transfers structure containing l's + * @param ptr Input/Output: pointer to transfer structure containing l's * @return the error status */ int transfer_get_l_list( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr + struct perturbations * ppt, + struct transfer * ptr ) { int index_l; @@ -993,7 +1017,7 @@ int transfer_get_l_list( * * @param ppr Input: pointer to precision structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input/Output: pointer to transfers structure containing q's + * @param ptr Input/Output: pointer to transfer structure containing q's * @param q_period Input: order of magnitude of the oscillation period of transfer functions * @param K Input: spatial curvature (in absolute value) * @param sgnK Input: spatial curvature sign (open/closed/flat) @@ -1002,8 +1026,8 @@ int transfer_get_l_list( int transfer_get_q_list( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double q_period, double K, int sgnK @@ -1191,13 +1215,9 @@ int transfer_get_q_list( class_test(ptr->q_size<2,ptr->error_message,"buggy q-list definition"); - //fprintf(stderr,"q_size_max=%d q_size = %d\n",q_size_max,ptr->q_size); - //fprintf(stderr,"q_size = %d\n",ptr->q_size); - /* now, readjust array size */ class_realloc(ptr->q, - ptr->q, ptr->q_size*sizeof(double), ptr->error_message); @@ -1221,19 +1241,104 @@ int transfer_get_q_list( } +/** + * This routine defines the number and values of wavenumbers q_limber for + * each mode (logarithmic step only). + * + * @param ppr Input: pointer to precision structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input/Output: pointer to transfer structure containing q's + * @param K Input: spatial curvature (in absolute value) + * @param sgnK Input: spatial curvature sign (open/closed/flat) + * @return the error status + */ + +int transfer_get_q_limber_list( + struct precision * ppr, + struct perturbations * ppt, + struct transfer * ptr, + double K, + int sgnK + ) { + + int index_q; + double q_min=0.,q_max=0.,k_max; + int nu_min; + int index_md; + + /* first and last value in flat case*/ + + if (sgnK == 0) { + q_min = ppt->k_min; + + q_max = 0.; + for (index_md=0; index_mdmd_size; index_md++) { + q_max = MAX(q_max,ppt->k[index_md][ppt->k_size[index_md]-1]); + } + + K=0; + } + + /* first and last value in open case*/ + + else if (sgnK == -1) { + q_min = sqrt(ppt->k_min*ppt->k_min+K); + + k_max = 0.; + for (index_md=0; index_mdmd_size; index_md++) { + k_max = MAX(k_max,ppt->k[index_md][ppt->k_size[index_md]-1]); + } + + q_max = sqrt(k_max*k_max+K); + if (ppt->has_vectors == _TRUE_) + q_max = MIN(q_max,sqrt(k_max*k_max+2.*K)); + if (ppt->has_tensors == _TRUE_) + q_max = MIN(q_max,sqrt(k_max*k_max+3.*K)); + } + + /* first and last value in closed case*/ + + else if (sgnK == 1) { + nu_min = 3; + q_min = nu_min * sqrt(K); + + q_max = 0.; + for (index_md=0; index_mdmd_size; index_md++) { + q_max = MAX(q_max,ppt->k[index_md][ppt->k_size[index_md]-1]); + } + } + + /* number of values */ + ptr->q_size_limber = (int)(log(q_max/q_min)/log(ppr->q_logstep_limber))+1; + + class_alloc(ptr->q_limber, + ptr->q_size_limber*sizeof(double), + ptr->error_message); + + /* assign the first value before starting the loop */ + + ptr->q_limber[0] = q_min; + for (index_q = 1; index_q < ptr->q_size_limber; index_q++) { + ptr->q_limber[index_q] = ppr->q_logstep_limber * ptr->q_limber[index_q-1]; + } + + return _SUCCESS_; + +} + /** * This routine infers from the q values a list of corresponding k * values for each mode. * * @param ppt Input: pointer to perturbation structure - * @param ptr Input/Output: pointer to transfers structure containing q's + * @param ptr Input/Output: pointer to transfer structure containing q's * @param K Input: spatial curvature * @return the error status */ int transfer_get_k_list( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double K ) { @@ -1242,10 +1347,16 @@ int transfer_get_k_list( double m=0.; class_alloc(ptr->k,ptr->md_size*sizeof(double*),ptr->error_message); + if (ptr->do_lcmb_full_limber == _TRUE_) { + class_alloc(ptr->k_limber,ptr->md_size*sizeof(double*),ptr->error_message); + } for (index_md = 0; index_md < ptr->md_size; index_md++) { class_alloc(ptr->k[index_md],ptr->q_size*sizeof(double),ptr->error_message); + if (ptr->do_lcmb_full_limber == _TRUE_) { + class_alloc(ptr->k_limber[index_md],ptr->q_size_limber*sizeof(double),ptr->error_message); + } if (_scalars_) { m=0.; @@ -1260,10 +1371,16 @@ int transfer_get_k_list( for (index_q=0; index_q < ptr->q_size; index_q++) { ptr->k[index_md][index_q] = sqrt(ptr->q[index_q]*ptr->q[index_q]-K*(m+1.)); } + if (ptr->do_lcmb_full_limber == _TRUE_) { + for (index_q=0; index_q < ptr->q_size_limber; index_q++) { + ptr->k_limber[index_md][index_q] = sqrt(ptr->q_limber[index_q]*ptr->q_limber[index_q]-K*(m+1.)); + } + } + /* check consistency of the first value of ptr->k */ if (ptr->k[index_md][0] < ppt->k[index_md][0]){ /* If ptr->k[index_md][0] < ppt->k[index_md][0] at the level of rounding, - adjust first value of k_list to avoid interpolation errors: */ + adjust first value of k_list to avoid interpolation errors: */ if ((ppt->k[index_md][0]-ptr->k[index_md][0]) < 10.*DBL_EPSILON){ ptr->k[index_md][0] = ppt->k[index_md][0]; } @@ -1276,21 +1393,41 @@ int transfer_get_k_list( } } - /* - class_test(ptr->k[index_md][0] < ppt->k[index_md][0], - ptr->error_message, - "bug in k_list calculation: in perturbation module k_min=%e, in transfer module k_min[mode=%d]=%e, interpolation impossible", - ppt->k[0][0], - index_md, - ptr->k[index_md][0]); - */ + /* check consistency of the first value of ptr->k_limber */ + if (ptr->do_lcmb_full_limber == _TRUE_) { + if (ptr->k_limber[index_md][0] < ppt->k[index_md][0]){ + /* If ptr->k_limber[index_md][0] < ppt->k[index_md][0] at the level of rounding, + adjust first value of k_list to avoid interpolation errors: */ + if ((ppt->k[index_md][0]-ptr->k_limber[index_md][0]) < 10.*DBL_EPSILON){ + ptr->k_limber[index_md][0] = ppt->k[index_md][0]; + } + else{ + class_stop(ptr->error_message, + "bug in k_list calculation: in perturbation module k_min=%e, in transfer module k_min[mode=%d]=%e, interpolation impossible", + ppt->k[0][0], + index_md, + ptr->k_limber[index_md][0]); + } + } + } + + /* check consistency of the last value of ptr->k compared to the one of ppt->k across all modes (hence the 0 index) */ class_test(ptr->k[index_md][ptr->q_size-1] > ppt->k[0][ppt->k_size_cl[0]-1], ptr->error_message, "bug in k_list calculation: in perturbation module k_max=%e, in transfer module k_max[mode=%d]=%e, interpolation impossible", - ppt->k[0][ppt->k_size_cl[0]], + ppt->k[0][ppt->k_size_cl[0]-1], index_md, ptr->k[index_md][ptr->q_size-1]); + /* check consistency of the last value of ptr->k_limber compared to the one of ppt->k across all modes (hence the 0 index) */ + if (ptr->do_lcmb_full_limber == _TRUE_) { + class_test(ptr->k_limber[index_md][ptr->q_size_limber-1] > ppt->k[0][ppt->k_size[0]-1], + ptr->error_message, + "bug in k_list calculation: in perturbation module k_max=%e, in transfer module k_max[mode=%d]=%e, interpolation impossible", + ppt->k[0][ppt->k_size[0]-1], + index_md, + ptr->k_limber[index_md][ptr->q_size_limber-1]); + } } @@ -1303,17 +1440,17 @@ int transfer_get_k_list( * perturbation and transfer module. * * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure containing l's + * @param ptr Input: pointer to transfer structure containing l's * @param tp_of_tt Input/Output: array with the correspondence (allocated before, filled here) * @return the error status */ int transfer_get_source_correspondence( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int ** tp_of_tt ) { -/** Summary: */ + /** Summary: */ /** - running index on modes */ int index_md; @@ -1417,7 +1554,7 @@ int transfer_get_source_correspondence( } int transfer_free_source_correspondence( - struct transfers * ptr, + struct transfer * ptr, int ** tp_of_tt ) { @@ -1435,8 +1572,8 @@ int transfer_free_source_correspondence( int transfer_source_tau_size_max( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double tau_rec, double tau0, int * tau_size_max @@ -1483,7 +1620,7 @@ int transfer_source_tau_size_max( * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param tau_rec Input: recombination time * @param tau0 Input: time today * @param index_md Input: index of the mode (scalar, tensor) @@ -1495,8 +1632,8 @@ int transfer_source_tau_size_max( int transfer_source_tau_size( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double tau_rec, double tau0, int index_md, @@ -1539,14 +1676,7 @@ int transfer_source_tau_size( } /* density Cl's */ - if ((_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) || - (_index_tt_in_range_(ptr->index_tt_rsd, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_nc_g1, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g3, ppt->selection_num, ppt->has_nc_gr)) - ) { + if (_nonintegrated_ncl_) { /* bin number associated to particular redshift bin and selection function */ if (_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) @@ -1603,18 +1733,14 @@ int transfer_source_tau_size( We need to cut the interval (tau_max-tau_min) in pieces of size [Delta tau]=2pi/k_max. This gives the number below. */ - *tau_size=MAX(*tau_size,(int)((tau_max-tau_min)/((tau0-tau_mean)/l_limber))*ppr->selection_sampling_bessel); + *tau_size=MAX(*tau_size,(int)((tau_max-tau_min)/((tau0-tau_mean)/MIN(l_limber,ppt->l_lss_max)))*ppr->selection_sampling_bessel); } } /* galaxy lensing Cl's, differs from density Cl's since the source function will spread from the selection function region up to tau0 */ - if ((_index_tt_in_range_(ptr->index_tt_lensing, ppt->selection_num, ppt->has_cl_lensing_potential)) || - (_index_tt_in_range_(ptr->index_tt_nc_lens, ppt->selection_num, ppt->has_nc_lens)) || - (_index_tt_in_range_(ptr->index_tt_nc_g4, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) - ) { + if (_integrated_ncl_) { /* bin number associated to particular redshift bin and selection function */ if (_index_tt_in_range_(ptr->index_tt_lensing, ppt->selection_num, ppt->has_cl_lensing_potential)) @@ -1646,10 +1772,10 @@ int transfer_source_tau_size( /* value of l at which the code switches to Limber approximation (necessary for next step) */ - if(_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) { + if (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) { /* Even if G5 is integrated along the line-of-sight, we do not apply the same Limber criteria as for the other integrated terms, because here we have the derivative of the Bessel. */ l_limber=ppr->l_switch_limber_for_nc_local_over_z*ppt->selection_mean[bin]; - *tau_size=MAX(*tau_size,(int)((tau0-tau_min)/((tau0-tau_mean)/2./l_limber))*ppr->selection_sampling_bessel); + *tau_size=MAX(*tau_size,(int)((tau0-tau_min)/((tau0-tau_mean)/2./MIN(l_limber,ppt->l_lss_max)))*ppr->selection_sampling_bessel); } else { l_limber=ppr->l_switch_limber_for_nc_los_over_z*ppt->selection_mean[bin]; @@ -1661,7 +1787,7 @@ int transfer_source_tau_size( We need to cut the interval (tau_0-tau_min) in pieces of size [Delta tau]=2pi/k_max. This gives the number below. */ - *tau_size=MAX(*tau_size,(int)((tau0-tau_min)/((tau0-tau_mean)/2./l_limber))*ppr->selection_sampling_bessel_los); + *tau_size=MAX(*tau_size,(int)((tau0-tau_min)/((tau0-tau_mean)/2./MIN(l_limber,ppt->l_lss_max)))*ppr->selection_sampling_bessel_los); } } } @@ -1679,15 +1805,17 @@ int transfer_source_tau_size( int transfer_compute_for_each_q( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int ** tp_of_tt, int index_q, int tau_size_max, double tau_rec, double *** pert_sources, double *** pert_sources_spline, - struct transfer_workspace * ptw + double * window, + struct transfer_workspace * ptw, + short use_full_limber ) { /** Summary: */ @@ -1704,8 +1832,8 @@ int transfer_compute_for_each_q( int index_l; /** - we deal with workspaces, i.e. with contiguous memory zones (one - per thread) containing various fields used by the integration - routine */ + per thread) containing various fields used by the integration + routine */ /* - first workspace field: perturbation source interpolated from perturbation structure */ double * interpolated_sources; @@ -1725,7 +1853,7 @@ int transfer_compute_for_each_q( /** - for a given l, maximum value of k such that we can convolve the source with Bessel functions j_l(x) without reaching x_max */ - double q_max_bessel; + double q_max_bessel=0.; /* a value of index_type */ int previous_type; @@ -1736,6 +1864,8 @@ int transfer_compute_for_each_q( radial_function_type radial_type; + double q,k,k_max; + /** - store the sources in the workspace and define all fields in this workspace */ interpolated_sources = ptw->interpolated_sources; @@ -1748,9 +1878,21 @@ int transfer_compute_for_each_q( for (index_md = 0; index_md < ptr->md_size; index_md++) { + if (use_full_limber == _FALSE_) { + q = ptr->q[index_q]; + k = ptr->k[index_md][index_q]; + k_max = ppt->k[index_md][ppt->k_size_cl[index_md]-1]; + } + else { + q = ptr->q_limber[index_q]; + k = ptr->k_limber[index_md][index_q]; + k_max = ppt->k[index_md][ppt->k_size[index_md]-1]; + } + + /* if we reached q_max for this mode, there is nothing to be done */ - if (ptr->k[index_md][index_q] <= ppt->k[index_md][ppt->k_size_cl[index_md]-1]) { + if (k <= k_max) { /** - loop over initial conditions. */ /* For each of them: */ @@ -1764,149 +1906,192 @@ int transfer_compute_for_each_q( for (index_tt = 0; index_tt < ptr->tt_size[index_md]; index_tt++) { - /** - check if we must now deal with a new source with a - new index ppt->index_type. If yes, interpolate it at the - right values of k. */ - - if (tp_of_tt[index_md][index_tt] != previous_type) { - - class_call(transfer_interpolate_sources(ppt, - ptr, - index_q, - index_md, - index_ic, - tp_of_tt[index_md][index_tt], - pert_sources[index_md][index_ic * ppt->tp_size[index_md] + tp_of_tt[index_md][index_tt]], - pert_sources_spline[index_md][index_ic * ppt->tp_size[index_md] + tp_of_tt[index_md][index_tt]], - interpolated_sources), - ptr->error_message, - ptr->error_message); - } - previous_type = tp_of_tt[index_md][index_tt]; + /** - define here wich transfer fucntion should be computed + in the standard way and full limber way. Currently: + compute all transfer functions in the standard way and + only the lensing CMB potential in the full limber + way. */ - /* the code makes a distinction between "perturbation - sources" (e.g. gravitational potential) and "transfer - sources" (e.g. total density fluctuations, obtained - through the Poisson equation, and observed with a given - selection function). + if ((use_full_limber == _FALSE_) || (index_tt == ptr->index_tt_lcmb)) { - The next routine computes the transfer source given the - interpolated perturbation source, and copies it in the - workspace. */ + /** - check if we must now deal with a new source with a + new index ppt->index_type. If yes, interpolate it at the + right values of k. */ - class_call(transfer_sources(ppr, - pba, - ppt, - ptr, - interpolated_sources, - tau_rec, - index_q, - index_md, - index_tt, - sources, - tau0_minus_tau, - w_trapz, - tau_size), - ptr->error_message, - ptr->error_message); + if (tp_of_tt[index_md][index_tt] != previous_type) { - /* now that the array of times tau0_minus_tau is known, we can - infer the array of radial coordinates r(tau0_minus_tau) as well as a - few other quantities related by trigonometric functions */ + class_call(transfer_interpolate_sources(ppt, + ptr, + k, + index_md, + index_ic, + tp_of_tt[index_md][index_tt], + pert_sources[index_md][index_ic * ppt->tp_size[index_md] + tp_of_tt[index_md][index_tt]], + pert_sources_spline[index_md][index_ic * ppt->tp_size[index_md] + tp_of_tt[index_md][index_tt]], + interpolated_sources), + ptr->error_message, + ptr->error_message); + } - class_call(transfer_radial_coordinates(ptr,ptw,index_md,index_q), - ptr->error_message, - ptr->error_message); + previous_type = tp_of_tt[index_md][index_tt]; - /** - Select radial function type */ - class_call(transfer_select_radial_function( - ppt, - ptr, - index_md, - index_tt, - &radial_type), - ptr->error_message, - ptr->error_message); + /* the code makes a distinction between "perturbation + sources" (e.g. gravitational potential) and "transfer + sources" (e.g. total density fluctuations, obtained + through the Poisson equation, and observed with a given + selection function). - for (index_l = 0; index_l < ptr->l_size[index_md]; index_l++) { + The next routine computes the transfer source given the + interpolated perturbation source, and copies it in the + workspace. */ + + class_call(transfer_sources(ppr, + pba, + ppt, + ptr, + interpolated_sources, + tau_rec, + k, + index_md, + index_tt, + sources, + window, + tau_size_max, + tau0_minus_tau, + w_trapz, + tau_size), + ptr->error_message, + ptr->error_message); - l = (double)ptr->l[index_l]; + /* now that the array of times tau0_minus_tau is known, we can + infer the array of radial coordinates r(tau0_minus_tau) as well as a + few other quantities related by trigonometric functions */ - /* neglect transfer function when l is much smaller than k*tau0 */ - class_call(transfer_can_be_neglected(ppr, - ppt, - ptr, - index_md, - index_ic, - index_tt, - (pba->conformal_age-tau_rec)*ptr->angular_rescaling, - ptr->q[index_q], - l, - &neglect), + class_call(transfer_radial_coordinates(ptr,ptw,index_md,index_q), ptr->error_message, ptr->error_message); - /* for K>0 (closed), transfer functions only defined for lsgnK == 1) && (ptr->l[index_l] >= (int)(ptr->q[index_q]/sqrt(ptw->K)+0.2))) { - neglect = _TRUE_; - } - /* This would maybe go into transfer_can_be_neglected later: */ - if ((ptw->sgnK != 0) && (index_l>=ptw->HIS.l_size) && (index_q < ptr->index_q_flat_approximation)) { - neglect = _TRUE_; - } - if (neglect == _TRUE_) { + /** - Select radial function type */ + class_call(transfer_select_radial_function( + ppt, + ptr, + index_md, + index_tt, + &radial_type), + ptr->error_message, + ptr->error_message); - ptr->transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) - * ptr->l_size[index_md] + index_l) - * ptr->q_size + index_q] = 0.; - } - else { + for (index_l = 0; index_l < ptr->l_size[index_md]; index_l++) { + + l = (double)ptr->l[index_l]; + + /* neglect transfer function when l is much smaller than k*tau0 */ + class_call(transfer_can_be_neglected(ppr, + ppt, + ptr, + index_md, + index_ic, + index_tt, + (pba->conformal_age-tau_rec)*ptr->angular_rescaling, + ptr->q[index_q], + l, + &neglect), + ptr->error_message, + ptr->error_message); + + /* for K>0 (closed), transfer functions only defined for lsgnK == 1) && (ptr->l[index_l] >= (int)(q/sqrt(ptw->K)+0.2))) { + neglect = _TRUE_; + } + /* This would maybe go into transfer_can_be_neglected later: */ + if ((ptw->sgnK != 0) && (index_l>=ptw->HIS.l_size) && (index_q < ptr->index_q_flat_approximation) && (use_full_limber == _FALSE_)) { + neglect = _TRUE_; + } + if (neglect == _TRUE_) { - /* for a given l, maximum value of k such that we can - convolve the source with Bessel functions j_l(x) - without reaching x_max (this is relevant in the flat - case when the bessels are computed with the old bessel - module. otherwise this condition is guaranteed by the - choice of proper xmax when computing bessels) */ - if (ptw->sgnK == 0) { - q_max_bessel = ptw->pBIS->x[ptw->pBIS->x_size-1]/tau0_minus_tau[0]; + if (use_full_limber == _FALSE_) { + ptr->transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size + index_q] = 0.; + } + else { + ptr->transfer_limber[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size_limber + index_q] = 0.; + } } else { - q_max_bessel = ptr->q[ptr->q_size-1]; + + if (use_full_limber == _FALSE_) { + + /* for a given l, maximum value of k such that we can + convolve the source with Bessel functions j_l(x) + without reaching x_max (this is relevant in the flat + case when the bessels are computed with the old bessel + module. otherwise this condition is guaranteed by the + choice of proper xmax when computing bessels) */ + if (ptw->sgnK == 0) { + q_max_bessel = ptw->pBIS->x[ptw->pBIS->x_size-1]/tau0_minus_tau[0]; + } + else { + q_max_bessel = ptr->q[ptr->q_size-1]; + } + + /* neglect late time CMB sources when l is above threshold */ + class_call(transfer_late_source_can_be_neglected(ppr, + ppt, + ptr, + index_md, + index_tt, + l, + &(ptw->neglect_late_source)), + ptr->error_message, + ptr->error_message); + } + + /* note: if use_full_limber == _TRUE_, q_max_bessel is + still equal to zero at this stage, but this is OK + because in this case it will never be used, not + even inside transfer_compute_for_each_l() */ + + /* compute the transfer function for this l */ + class_call(transfer_compute_for_each_l( + ptw, + ppr, + ppt, + ptr, + index_q, + index_md, + index_ic, + index_tt, + index_l, + l, + q_max_bessel, + radial_type, + use_full_limber + ), + ptr->error_message, + ptr->error_message); } - /* neglect late time CMB sources when l is above threshold */ - class_call(transfer_late_source_can_be_neglected(ppr, - ppt, - ptr, - index_md, - index_tt, - l, - &(ptw->neglect_late_source)), - ptr->error_message, - ptr->error_message); + } /* end of loop over l */ - /* compute the transfer function for this l */ - class_call(transfer_compute_for_each_l( - ptw, - ppr, - ppt, - ptr, - index_q, - index_md, - index_ic, - index_tt, - index_l, - l, - q_max_bessel, - radial_type - ), - ptr->error_message, - ptr->error_message); + } + else { + for (index_l = 0; index_l < ptr->l_size[index_md]; index_l++) { + if (use_full_limber == _FALSE_) { + ptr->transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size + index_q] = 0.; + } + else { + ptr->transfer_limber[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size_limber + index_q] = 0.; + } } - - } /* end of loop over l */ + } } /* end of loop over type */ @@ -1920,9 +2105,16 @@ int transfer_compute_for_each_q( for (index_tt = 0; index_tt < ptr->tt_size[index_md]; index_tt++) { for (index_l = 0; index_l < ptr->l_size[index_md]; index_l++) { - ptr->transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) - * ptr->l_size[index_md] + index_l) - * ptr->q_size + index_q] = 0.; + if (use_full_limber == _FALSE_) { + ptr->transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size + index_q] = 0.; + } + else { + ptr->transfer_limber[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size_limber + index_q] = 0.; + } } } } @@ -1935,7 +2127,7 @@ int transfer_compute_for_each_q( } int transfer_radial_coordinates( - struct transfers * ptr, + struct transfer * ptr, struct transfer_workspace * ptw, int index_md, int index_q @@ -1980,8 +2172,8 @@ int transfer_radial_coordinates( * the right values of k, using the spline interpolation method. * * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure - * @param index_q Input: index of wavenumber + * @param ptr Input: pointer to transfer structure + * @param k Input: wavenumber at which to interpolate * @param index_md Input: index of mode * @param index_ic Input: index of initial condition * @param index_type Input: index of type of source (in perturbation module) @@ -1992,15 +2184,15 @@ int transfer_radial_coordinates( */ int transfer_interpolate_sources( - struct perturbs * ppt, - struct transfers * ptr, - int index_q, + struct perturbations * ppt, + struct transfer * ptr, + double k, int index_md, int index_ic, int index_type, double * pert_source, /* array with argument pert_source[index_tau*ppt->k_size[index_md]+index_k] (must be allocated) */ double * pert_source_spline, /* array with argument pert_source_spline[index_tau*ppt->k_size[index_md]+index_k] (must be allocated) */ - double * interpolated_sources /* array with argument interpolated_sources[index_q*ppt->tau_size+index_tau] (must be allocated) */ + double * interpolated_sources /* array with argument interpolated_sources[index_tau] (must be allocated) */ ) { /** Summary: */ @@ -2023,8 +2215,7 @@ int transfer_interpolate_sources( h = ppt->k[index_md][index_k+1] - ppt->k[index_md][index_k]; while (((index_k+1) < ppt->k_size[index_md]) && - (ppt->k[index_md][index_k+1] < - ptr->k[index_md][index_q])) { + (ppt->k[index_md][index_k+1] < k)) { index_k++; h = ppt->k[index_md][index_k+1] - ppt->k[index_md][index_k]; } @@ -2033,7 +2224,7 @@ int transfer_interpolate_sources( ptr->error_message, "stop to avoid division by zero"); - b = (ptr->k[index_md][index_q] - ppt->k[index_md][index_k])/h; + b = (k - ppt->k[index_md][index_k])/h; a = 1.-b; for (index_tau = 0; index_tau < ppt->tau_size; index_tau++) { @@ -2062,13 +2253,15 @@ int transfer_interpolate_sources( * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param interpolated_sources Input: interpolated perturbation source * @param tau_rec Input: recombination time - * @param index_q Input: index of wavenumber + * @param k Input: wavenumber * @param index_md Input: index of mode * @param index_tt Input: index of type of (transfer) source * @param sources Output: transfer source + * @param window Input: window functions for each type and time + * @param tau_size_max Input: number of times at wich window fucntions are sampled * @param tau0_minus_tau Output: values of (tau0-tau) at which source are sample * @param w_trapz Output: trapezoidal weights for integration over tau * @param tau_size_out Output: pointer to size of previous two arrays, converted to double @@ -2078,14 +2271,16 @@ int transfer_interpolate_sources( int transfer_sources( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double * interpolated_sources, double tau_rec, - int index_q, + double k, int index_md, int index_tt, double * sources, + double * window, + int tau_size_max, double * tau0_minus_tau, double * w_trapz, int * tau_size_out @@ -2107,77 +2302,30 @@ int transfer_sources( /* minimum tau index kept in transfer sources */ int index_tau_min; - /* for calling background_at_eta */ - int last_index; - double * pvecback = NULL; - /* conformal time */ double tau, tau0; - /* geometrical quantities */ - double sinKgen_source=0.; - double sinKgen_source_to_lens=0.; - double cotKgen_source=0.; - double cscKgen_lens=0.; - /* rescaling factor depending on the background at a given time */ double rescaling=0.; /* flag: is there any difference between the perturbation and transfer source? */ short redefine_source; - /* array of selection function values at different times */ - double * selection; - - /* array of time sampling for lensing source selection function */ - double * tau0_minus_tau_lensing_sources; + /** - in which cases are perturbation and transfer sources are different? + I.e., in which case do we need to multiply the sources by some + background and/or window function, and eventually to resample it, + or redefine its time limits? */ - /* trapezoidal weights for lensing source selection function */ - double * w_trapz_lensing_sources; + redefine_source = _FALSE_; - /* index running on time in previous two arrays */ - int index_tau_sources; + if (_scalars_) { - /* number of time values in previous two arrays */ - int tau_sources_size; - - /* source evolution factor */ - double f_evo = 0.; - - /* when the selection function is multiplied by a function dNdz */ - double z; - double dNdz; - double dln_dNdz_dz; - - /** - in which cases are perturbation and transfer sources are different? - I.e., in which case do we need to multiply the sources by some - background and/or window function, and eventually to resample it, - or redefine its time limits? */ - - redefine_source = _FALSE_; - - if (_scalars_) { - - /* cmb lensing potential */ - if ((ppt->has_cl_cmb_lensing_potential == _TRUE_) && (index_tt == ptr->index_tt_lcmb)) - redefine_source = _TRUE_; + /* cmb lensing potential */ + if ((ppt->has_cl_cmb_lensing_potential == _TRUE_) && (index_tt == ptr->index_tt_lcmb)) + redefine_source = _TRUE_; /* number count Cl's */ - if ((_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) || - (_index_tt_in_range_(ptr->index_tt_rsd, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_nc_lens, ppt->selection_num, ppt->has_nc_lens))|| - (_index_tt_in_range_(ptr->index_tt_nc_g1, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g3, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g4, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) - ) - redefine_source = _TRUE_; - - /* galaxy lensing potential */ - if ((ppt->has_cl_lensing_potential == _TRUE_) && (index_tt >= ptr->index_tt_lensing) && (index_tt < ptr->index_tt_lensing+ppt->selection_num)) + if (_nonintegrated_ncl_ || _integrated_ncl_) redefine_source = _TRUE_; } @@ -2186,7 +2334,7 @@ int transfer_sources( tau0 = pba->conformal_age; /** - case where we need to redefine by a window function (or any - function of the background and of k) */ + function of the background and of k) */ if (redefine_source == _TRUE_) { class_call(transfer_source_tau_size(ppr, @@ -2254,7 +2402,7 @@ int transfer_sources( interpolated_sources[index_tau] * rescaling * ptr->lcmb_rescale - * pow(ptr->k[index_md][index_q]/ptr->lcmb_pivot,ptr->lcmb_tilt); + * pow(k/ptr->lcmb_pivot,ptr->lcmb_tilt); /* store value of (tau0-tau) */ tau0_minus_tau[index_tau-index_tau_min] = tau0 - tau; @@ -2270,55 +2418,22 @@ int transfer_sources( ptr->error_message); } - /* density source: redefine the time sampling, multiply by - coefficient of Poisson equation, and multiply by selection - function */ - - if ((_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) || - (_index_tt_in_range_(ptr->index_tt_rsd, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_nc_g1, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g3, ppt->selection_num, ppt->has_nc_gr)) - ) { - - /* bin number associated to particular redshift bin and selection function */ - if (_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) - bin = index_tt - ptr->index_tt_density; - - if (_index_tt_in_range_(ptr->index_tt_rsd, ppt->selection_num, ppt->has_nc_rsd)) - bin = index_tt - ptr->index_tt_rsd; - - if (_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) - bin = index_tt - ptr->index_tt_d0; - - if (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) - bin = index_tt - ptr->index_tt_d1; - - if (_index_tt_in_range_(ptr->index_tt_nc_g1, ppt->selection_num, ppt->has_nc_gr)) - bin = index_tt - ptr->index_tt_nc_g1; - - if (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr)) - bin = index_tt - ptr->index_tt_nc_g2; + /* Non-integrated contributions to dCl/nCl need selection time sampling*/ - if (_index_tt_in_range_(ptr->index_tt_nc_g3, ppt->selection_num, ppt->has_nc_gr)) - bin = index_tt - ptr->index_tt_nc_g3; + if (_nonintegrated_ncl_) { - /* allocate temporary arrays for storing sources and for calling background */ - class_alloc(selection,tau_size*sizeof(double),ptr->error_message); - class_alloc(pvecback,pba->bg_size*sizeof(double),ptr->error_message); + _get_bin_nonintegrated_ncl_(index_tt) - /* redefine the time sampling */ - class_call(transfer_selection_sampling(ppr, - pba, - ppt, - ptr, - bin, - tau0_minus_tau, - tau_size), - ptr->error_message, - ptr->error_message); + /* redefine the time sampling */ + class_call(transfer_selection_sampling(ppr, + pba, + ppt, + ptr, + bin, + tau0_minus_tau, + tau_size), + ptr->error_message, + ptr->error_message); class_test(tau0 - tau0_minus_tau[0] > ppt->tau_sampling[ppt->tau_size-1], ptr->error_message, @@ -2347,110 +2462,9 @@ int transfer_sources( ptr->error_message, ptr->error_message); - /* compute values of selection function at sampled values of tau */ - class_call(transfer_selection_compute(ppr, - pba, - ppt, - ptr, - selection, - tau0_minus_tau, - w_trapz, - tau_size, - pvecback, - tau0, - bin), - ptr->error_message, - ptr->error_message); - /* loop over time and rescale */ for (index_tau = 0; index_tau < tau_size; index_tau++) { - /* conformal time */ - tau = tau0 - tau0_minus_tau[index_tau]; - - /* geometrical quantity */ - switch (pba->sgnK){ - case 1: - cotKgen_source = sqrt(pba->K)/ptr->k[index_md][index_q] - *cos(tau0_minus_tau[index_tau]*sqrt(pba->K)) - /sin(tau0_minus_tau[index_tau]*sqrt(pba->K)); - break; - case 0: - cotKgen_source = 1./(ptr->k[index_md][index_q]*tau0_minus_tau[index_tau]); - break; - case -1: - cotKgen_source = sqrt(-pba->K)/ptr->k[index_md][index_q] - *cosh(tau0_minus_tau[index_tau]*sqrt(-pba->K)) - /sinh(tau0_minus_tau[index_tau]*sqrt(-pba->K)); - break; - } - - /* corresponding background quantities */ - class_call(background_at_tau(pba, - tau, - pba->long_info, - pba->inter_normal, - &last_index, - pvecback), - pba->error_message, - ptr->error_message); - - /* Source evolution, used by number counf rsd and number count gravity terms */ - - if ((_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) || - (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr))) { - - if((ptr->has_nz_evo_file == _TRUE_) || (ptr->has_nz_evo_analytic == _TRUE_)){ - - f_evo = 2./pvecback[pba->index_bg_H]/pvecback[pba->index_bg_a]/tau0_minus_tau[index_tau] - + pvecback[pba->index_bg_H_prime]/pvecback[pba->index_bg_H]/pvecback[pba->index_bg_H]/pvecback[pba->index_bg_a]; - - z = pba->a_today/pvecback[pba->index_bg_a]-1.; - - if (ptr->has_nz_evo_file ==_TRUE_) { - - class_test((znz_evo_z[0]) || (z>ptr->nz_evo_z[ptr->nz_evo_size-1]), - ptr->error_message, - "Your input file for the selection function only covers the redshift range [%f : %f]. However, your input for the selection function requires z=%f", - ptr->nz_evo_z[0], - ptr->nz_evo_z[ptr->nz_evo_size-1], - z); - - - class_call(array_interpolate_spline( - ptr->nz_evo_z, - ptr->nz_evo_size, - ptr->nz_evo_dlog_nz, - ptr->nz_evo_dd_dlog_nz, - 1, - z, - &last_index, - &dln_dNdz_dz, - 1, - ptr->error_message), - ptr->error_message, - ptr->error_message); - - } - else { - - class_call(transfer_dNdz_analytic(ptr, - z, - &dNdz, - &dln_dNdz_dz), - ptr->error_message, - ptr->error_message); - } - - f_evo -= dln_dNdz_dz/pvecback[pba->index_bg_a]; - } - else { - f_evo = 0.; - } - - } - /* matter density source = [- (dz/dtau) W(z)] * delta_m(k,tau) = W(tau) delta_m(k,tau) with @@ -2461,158 +2475,36 @@ int transfer_sources( regulated anyway by Bessel). */ - if (_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) - rescaling = ptr->selection_bias[bin]*selection[index_tau]; - - /* redshift space distortion source = - [- (dz/dtau) W(z)] * (k/H) * theta(k,tau) */ - - if (_index_tt_in_range_(ptr->index_tt_rsd, ppt->selection_num, ppt->has_nc_rsd)) - rescaling = selection[index_tau]/pvecback[pba->index_bg_H]/pvecback[pba->index_bg_a]; + rescaling = window[index_tt*tau_size_max+index_tau]; if (_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) - rescaling = (f_evo-3.)*selection[index_tau]*pvecback[pba->index_bg_H]*pvecback[pba->index_bg_a] - /ptr->k[index_md][index_q]/ptr->k[index_md][index_q]; + rescaling *= 1./k/k; // Factor from original ClassGAL paper ( arXiv 1307.1459 ) if (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) - - rescaling = selection[index_tau]*(1. - +pvecback[pba->index_bg_H_prime] - /pvecback[pba->index_bg_a] - /pvecback[pba->index_bg_H] - /pvecback[pba->index_bg_H] - +(2.-5.*ptr->selection_magnification_bias[bin]) - // /tau0_minus_tau[index_tau] // in flat space - *cotKgen_source*ptr->k[index_md][index_q] // in general case - /pvecback[pba->index_bg_a] - /pvecback[pba->index_bg_H] - +5.*ptr->selection_magnification_bias[bin] - -f_evo - )/ptr->k[index_md][index_q]; - - if (_index_tt_in_range_(ptr->index_tt_nc_g1, ppt->selection_num, ppt->has_nc_gr)) - - rescaling = selection[index_tau]; - - if (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr)) - - rescaling = -selection[index_tau]*(3. - +pvecback[pba->index_bg_H_prime] - /pvecback[pba->index_bg_a] - /pvecback[pba->index_bg_H] - /pvecback[pba->index_bg_H] - +(2.-5.*ptr->selection_magnification_bias[bin]) - // /tau0_minus_tau[index_tau] // in flat space - *cotKgen_source*ptr->k[index_md][index_q] // in general case - /pvecback[pba->index_bg_a] - /pvecback[pba->index_bg_H] - -f_evo - ); - - if (_index_tt_in_range_(ptr->index_tt_nc_g3, ppt->selection_num, ppt->has_nc_gr)) - rescaling = selection[index_tau]/pvecback[pba->index_bg_a]/pvecback[pba->index_bg_H]; + rescaling *= 1./k; // Factor from original ClassGAL paper ( arXiv 1307.1459 ) sources[index_tau] *= rescaling; - } - - /* deallocate temporary arrays */ - free(pvecback); - free(selection); } + /* End normal contributions */ - /* lensing potential: eliminate early times, and multiply by selection - function */ - - if ((_index_tt_in_range_(ptr->index_tt_lensing, ppt->selection_num, ppt->has_cl_lensing_potential)) || - (_index_tt_in_range_(ptr->index_tt_nc_lens, ppt->selection_num, ppt->has_nc_lens)) || - (_index_tt_in_range_(ptr->index_tt_nc_g4, ppt->selection_num, ppt->has_nc_gr)) || - (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) - ) { + /* Integrated contributions to dCl/nCl/sCl need integrated selection time sampling */ - /* bin number associated to particular redshift bin and selection function */ - if (_index_tt_in_range_(ptr->index_tt_lensing, ppt->selection_num, ppt->has_cl_lensing_potential)) - bin = index_tt - ptr->index_tt_lensing; + if (_integrated_ncl_) { - if (_index_tt_in_range_(ptr->index_tt_nc_lens, ppt->selection_num, ppt->has_nc_lens)) - bin = index_tt - ptr->index_tt_nc_lens; + _get_bin_integrated_ncl_(index_tt) - if (_index_tt_in_range_(ptr->index_tt_nc_g4, ppt->selection_num, ppt->has_nc_gr)) - bin = index_tt - ptr->index_tt_nc_g4; - - if (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) - bin = index_tt - ptr->index_tt_nc_g5; - - /* allocate temporary arrays for storing sources and for calling background */ - class_alloc(pvecback, - pba->bg_size*sizeof(double), - ptr->error_message); - - /* dirac case */ - if (ppt->selection == dirac) { - tau_sources_size=1; - } - /* other cases (gaussian, tophat...) */ - else { - tau_sources_size=ppr->selection_sampling; - } - - class_alloc(selection, - tau_sources_size*sizeof(double), - ptr->error_message); - - class_alloc(tau0_minus_tau_lensing_sources, - tau_sources_size*sizeof(double), - ptr->error_message); - - class_alloc(w_trapz_lensing_sources, - tau_sources_size*sizeof(double), - ptr->error_message); - - /* time sampling for source selection function */ - class_call(transfer_selection_sampling(ppr, + /* redefine the time sampling */ + class_call(transfer_lensing_sampling(ppr, pba, ppt, ptr, bin, - tau0_minus_tau_lensing_sources, - tau_sources_size), - ptr->error_message, - ptr->error_message); - - /* Compute trapezoidal weights for integration over tau */ - class_call(array_trapezoidal_mweights(tau0_minus_tau_lensing_sources, - tau_sources_size, - w_trapz_lensing_sources, - ptr->error_message), - ptr->error_message, - ptr->error_message); - - /* compute values of selection function at sampled values of tau */ - class_call(transfer_selection_compute(ppr, - pba, - ppt, - ptr, - selection, - tau0_minus_tau_lensing_sources, - w_trapz_lensing_sources, - tau_sources_size, - pvecback, - tau0, - bin), - ptr->error_message, - ptr->error_message); - - /* redefine the time sampling */ - class_call(transfer_lensing_sampling(ppr, - pba, - ppt, - ptr, - bin, - tau0, - tau0_minus_tau, - tau_size), - ptr->error_message, - ptr->error_message); + tau0, + tau0_minus_tau, + tau_size), + ptr->error_message, + ptr->error_message); /* resample the source at those times */ class_call(transfer_source_resample(ppr, @@ -2649,179 +2541,14 @@ int transfer_sources( regulated anyway by Bessel). */ - if (index_tau == tau_size-1) { - rescaling=0.; - } - else { - - rescaling = 0.; - - - for (index_tau_sources=0; - index_tau_sources < tau_sources_size; - index_tau_sources++) { - - switch (pba->sgnK){ - case 1: - sinKgen_source = ptr->k[index_md][index_q]*sin(tau0_minus_tau_lensing_sources[index_tau_sources]*sqrt(pba->K))/sqrt(pba->K); - sinKgen_source_to_lens = ptr->k[index_md][index_q]*sin((tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources])*sqrt(pba->K))/sqrt(pba->K); - cotKgen_source = cos(tau0_minus_tau_lensing_sources[index_tau_sources]*sqrt(pba->K))/sinKgen_source; - cscKgen_lens = sqrt(pba->K)/ptr->k[index_md][index_q]/sin(sqrt(pba->K)*tau0_minus_tau[index_tau]); - break; - case 0: - sinKgen_source = ptr->k[index_md][index_q]*tau0_minus_tau_lensing_sources[index_tau_sources]; - sinKgen_source_to_lens = ptr->k[index_md][index_q]*(tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources]); - cotKgen_source = 1./(ptr->k[index_md][index_q]*tau0_minus_tau_lensing_sources[index_tau_sources]); - cscKgen_lens = 1./(ptr->k[index_md][index_q]*tau0_minus_tau[index_tau]); - break; - case -1: - sinKgen_source = ptr->k[index_md][index_q]*sinh(tau0_minus_tau_lensing_sources[index_tau_sources]*sqrt(-pba->K))/sqrt(-pba->K); - sinKgen_source_to_lens = ptr->k[index_md][index_q]*sinh((tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources])*sqrt(-pba->K))/sqrt(-pba->K); - cotKgen_source = cosh(tau0_minus_tau_lensing_sources[index_tau_sources]*sqrt(-pba->K))/sinKgen_source; - cscKgen_lens = sqrt(-pba->K)/ptr->k[index_md][index_q]/sinh(sqrt(-pba->K)*tau0_minus_tau[index_tau]); - break; - } - - - /* condition for excluding from the sum the sources located in z=zero */ - if ((tau0_minus_tau_lensing_sources[index_tau_sources] > 0.) && (tau0_minus_tau_lensing_sources[index_tau_sources]-tau0_minus_tau[index_tau] > 0.)) { - - if (_index_tt_in_range_(ptr->index_tt_lensing, ppt->selection_num, ppt->has_cl_lensing_potential)) { - - rescaling += - // *(tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources]) - // /tau0_minus_tau[index_tau] - // /tau0_minus_tau_lensing_sources[index_tau_sources] - ptr->k[index_md][index_q] - *sinKgen_source_to_lens - *cscKgen_lens - /sinKgen_source - * selection[index_tau_sources] - * w_trapz_lensing_sources[index_tau_sources]; - } - - if (_index_tt_in_range_(ptr->index_tt_nc_lens, ppt->selection_num, ppt->has_nc_lens)) { - - rescaling -= - (2.-5.*ptr->selection_magnification_bias[bin])/2. - // *(tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources]) - // /tau0_minus_tau[index_tau] - // /tau0_minus_tau_lensing_sources[index_tau_sources] - *ptr->k[index_md][index_q] - *sinKgen_source_to_lens - *cscKgen_lens - /sinKgen_source - * selection[index_tau_sources] - * w_trapz_lensing_sources[index_tau_sources]; - } - - if (_index_tt_in_range_(ptr->index_tt_nc_g4, ppt->selection_num, ppt->has_nc_gr)) { - - rescaling += - (2.-5.*ptr->selection_magnification_bias[bin]) - // /tau0_minus_tau_lensing_sources[index_tau_sources] - * cotKgen_source*ptr->k[index_md][index_q] - * selection[index_tau_sources] - * w_trapz_lensing_sources[index_tau_sources]; - - } - - if (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) { - - /* background quantities at time tau_lensing_source */ - - class_call(background_at_tau(pba, - tau0-tau0_minus_tau_lensing_sources[index_tau_sources], - pba->long_info, - pba->inter_normal, - &last_index, - pvecback), - pba->error_message, - ptr->error_message); - - /* Source evolution at time tau_lensing_source */ - - if ((ptr->has_nz_evo_file == _TRUE_) || (ptr->has_nz_evo_analytic == _TRUE_)) { - - f_evo = 2./pvecback[pba->index_bg_H]/pvecback[pba->index_bg_a]*cotKgen_source*ptr->k[index_md][index_q] - + pvecback[pba->index_bg_H_prime]/pvecback[pba->index_bg_H]/pvecback[pba->index_bg_H]/pvecback[pba->index_bg_a]; - - z = pba->a_today/pvecback[pba->index_bg_a]-1.; - - if (ptr->has_nz_evo_file == _TRUE_) { - - class_test((znz_evo_z[0]) || (z>ptr->nz_evo_z[ptr->nz_evo_size-1]), - ptr->error_message, - "Your input file for the selection function only covers the redshift range [%f : %f]. However, your input for the selection function requires z=%f", - ptr->nz_evo_z[0], - ptr->nz_evo_z[ptr->nz_evo_size-1], - z); - - class_call(array_interpolate_spline( - ptr->nz_evo_z, - ptr->nz_evo_size, - ptr->nz_evo_dlog_nz, - ptr->nz_evo_dd_dlog_nz, - 1, - z, - &last_index, - &dln_dNdz_dz, - 1, - ptr->error_message), - ptr->error_message, - ptr->error_message); - - } - else { - - class_call(transfer_dNdz_analytic(ptr, - z, - &dNdz, - &dln_dNdz_dz), - ptr->error_message, - ptr->error_message); - } - - f_evo -= dln_dNdz_dz/pvecback[pba->index_bg_a]; - } - else { - f_evo = 0.; - } - - rescaling += - (1. - + pvecback[pba->index_bg_H_prime] - /pvecback[pba->index_bg_a] - /pvecback[pba->index_bg_H] - /pvecback[pba->index_bg_H] - + (2.-5.*ptr->selection_magnification_bias[bin]) - // /tau0_minus_tau_lensing_sources[index_tau_sources] - * cotKgen_source*ptr->k[index_md][index_q] - /pvecback[pba->index_bg_a] - /pvecback[pba->index_bg_H] - + 5.*ptr->selection_magnification_bias[bin] - - f_evo) - * ptr->k[index_md][index_q] - * selection[index_tau_sources] - * w_trapz_lensing_sources[index_tau_sources]; - } - - } - } - } - /* copy from input array to output array */ - sources[index_tau] *= rescaling; + sources[index_tau] *= window[index_tt*tau_size_max+index_tau]; + if (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) + sources[index_tau] *= k; // Factor from chi derivative of d/dchi j_ell(k*chi)= d/d(kchi) j_ell(k chi) * k = k * j_ell'(kchi) } - - /* deallocate temporary arrays */ - free(pvecback); - free(selection); - free(tau0_minus_tau_lensing_sources); - free(w_trapz_lensing_sources); - } + /* End integrated contributions */ } } @@ -2852,7 +2579,7 @@ int transfer_sources( } /** - return tau_size value that will be stored in the workspace (the - workspace wants a double) */ + workspace wants a double) */ *tau_size_out = tau_size; @@ -2865,7 +2592,7 @@ int transfer_sources( * * @param ppr Input: pointer to precision structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param bin Input: redshift bin number * @param z Input: one value of redshift * @param selection Output: pointer to selection function @@ -2874,8 +2601,8 @@ int transfer_sources( int transfer_selection_function( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double z, double * selection) { @@ -3018,7 +2745,7 @@ int transfer_selection_function( */ int transfer_dNdz_analytic( - struct transfers * ptr, + struct transfer * ptr, double z, double * dNdz, double * dln_dNdz_dz) { @@ -3034,7 +2761,7 @@ int transfer_dNdz_analytic( double z0,alpha,beta; -//Euclid IST dNdz, do not change this! + //Euclid IST dNdz, do not change this! z0 = 0.9/pow(2.,1./2.); alpha = 2.0; beta = 1.5; @@ -3054,7 +2781,7 @@ int transfer_dNdz_analytic( * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param bin Input: redshift bin number * @param tau0_minus_tau Output: values of (tau0-tau) at which source are sample * @param tau_size Output: pointer to size of previous array @@ -3064,8 +2791,8 @@ int transfer_dNdz_analytic( int transfer_selection_sampling( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double * tau0_minus_tau, int tau_size) { @@ -3121,7 +2848,7 @@ int transfer_selection_sampling( * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param bin Input: redshift bin number * @param tau0 Input: time today * @param tau0_minus_tau Output: values of (tau0-tau) at which source are sample @@ -3132,8 +2859,8 @@ int transfer_selection_sampling( int transfer_lensing_sampling( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double tau0, double * tau0_minus_tau, @@ -3175,7 +2902,7 @@ int transfer_lensing_sampling( * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param bin Input: redshift bin number * @param tau0_minus_tau Output: values of (tau0-tau) at which source are sample * @param tau_size Output: pointer to size of previous array @@ -3189,8 +2916,8 @@ int transfer_lensing_sampling( int transfer_source_resample( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double * tau0_minus_tau, int tau_size, @@ -3245,7 +2972,7 @@ int transfer_source_resample( * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param bin Input: redshift bin number * @param tau_min Output: smallest time in the selection interval * @param tau_mean Output: time corresponding to z_mean @@ -3256,8 +2983,8 @@ int transfer_source_resample( int transfer_selection_times( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int bin, double * tau_min, double * tau_mean, @@ -3322,7 +3049,7 @@ int transfer_selection_times( * @param ppr Input: pointer to precision structure * @param pba Input: pointer to background structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param selection Output: normalized selection function * @param tau0_minus_tau Input: values of (tau0-tau) at which source are sample * @param w_trapz Input: trapezoidal weights for integration over tau @@ -3336,8 +3063,8 @@ int transfer_selection_times( int transfer_selection_compute( struct precision * ppr, struct background * pba, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double * selection, double * tau0_minus_tau, double * w_trapz, @@ -3372,15 +3099,15 @@ int transfer_selection_compute( /* get background quantities at this time */ class_call(background_at_tau(pba, tau, - pba->long_info, - pba->inter_normal, + long_info, + inter_normal, &last_index, pvecback), pba->error_message, ptr->error_message); - /* infer redshift */ - z = pba->a_today/pvecback[pba->index_bg_a]-1.; + /* infer redshift (remember that a in the code is in fact a/a_0) */ + z = 1./pvecback[pba->index_bg_a]-1.; /* get corresponding dN/dz(z,bin) */ class_call(transfer_selection_function(ppr, @@ -3441,7 +3168,7 @@ int transfer_selection_compute( * @param ptw Input: pointer to transfer_workspace structure (allocated in transfer_init() to avoid numerous reallocation) * @param ppr Input: pointer to precision structure * @param ppt Input: pointer to perturbation structure - * @param ptr Input/output: pointer to transfers structure (result stored there) + * @param ptr Input/output: pointer to transfer structure (result stored there) * @param index_q Input: index of wavenumber * @param index_md Input: index of mode * @param index_ic Input: index of initial condition @@ -3450,14 +3177,15 @@ int transfer_selection_compute( * @param l Input: multipole * @param q_max_bessel Input: maximum value of argument q at which Bessel functions are computed * @param radial_type Input: type of radial (Bessel) functions to convolve with + * @param use_full_limber Inpt: whether we will try using the full Limber scheme * @return the error status */ int transfer_compute_for_each_l( struct transfer_workspace * ptw, struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int index_q, int index_md, int index_ic, @@ -3465,7 +3193,8 @@ int transfer_compute_for_each_l( int index_l, double l, double q_max_bessel, - radial_function_type radial_type + radial_function_type radial_type, + short use_full_limber ){ /** Summary: */ @@ -3483,77 +3212,91 @@ int transfer_compute_for_each_l( /** - return zero transfer function if l is above l_max */ if (index_l >= ptr->l_size_tt[index_md][index_tt]) { - - ptr->transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) - * ptr->l_size[index_md] + index_l) - * ptr->q_size + index_q] = 0.; - return _SUCCESS_; + transfer_function = 0.; } + else { + + if (ptr->transfer_verbose > 3) + printf("Compute transfer for l=%d type=%d\n",(int)l,index_tt); + + if (use_full_limber == _FALSE_) { + + q = ptr->q[index_q]; + k = ptr->k[index_md][index_q]; - q = ptr->q[index_q]; - k = ptr->k[index_md][index_q]; + class_call(transfer_use_limber(ppr, + ppt, + ptr, + q_max_bessel, + index_md, + index_tt, + q, + l, + &use_limber), + ptr->error_message, + ptr->error_message); + } + else { + q = ptr->q_limber[index_q]; + k = ptr->k_limber[index_md][index_q]; + use_limber = _TRUE_; + } - if (ptr->transfer_verbose > 3) - printf("Compute transfer for l=%d type=%d\n",(int)l,index_tt); + if (use_limber == _TRUE_) { - class_call(transfer_use_limber(ppr, - ppt, - ptr, - q_max_bessel, + class_call(transfer_limber(ptr, + ptw, index_md, - index_tt, - q, + index_q, l, - &use_limber), - ptr->error_message, - ptr->error_message); - - if (use_limber == _TRUE_) { + q, + radial_type, + &transfer_function), + ptr->error_message, + ptr->error_message); - class_call(transfer_limber(ptr, - ptw, - index_md, - index_q, - l, - q, - radial_type, - &transfer_function), - ptr->error_message, - ptr->error_message); + } + else { + class_call(transfer_integrate( + ppt, + ptr, + ptw, + index_q, + index_md, + index_tt, + l, + index_l, + k, + radial_type, + &transfer_function + ), + ptr->error_message, + ptr->error_message); + } + } + /** - store transfer function in transfer structure */ + if (use_full_limber == _FALSE_) { + ptr->transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size + index_q] + = transfer_function; } else { - class_call(transfer_integrate( - ppt, - ptr, - ptw, - index_q, - index_md, - index_tt, - l, - index_l, - k, - radial_type, - &transfer_function - ), - ptr->error_message, - ptr->error_message); + ptr->transfer_limber[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) + * ptr->l_size[index_md] + index_l) + * ptr->q_size_limber + index_q] + = transfer_function; } - /** - store transfer function in transfer structure */ - ptr->transfer[index_md][((index_ic * ptr->tt_size[index_md] + index_tt) - * ptr->l_size[index_md] + index_l) - * ptr->q_size + index_q] - = transfer_function; - return _SUCCESS_; } int transfer_use_limber( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double q_max_bessel, int index_md, int index_tt, @@ -3626,7 +3369,7 @@ int transfer_use_limber( * bessels structure). * * @param ppt Input: pointer to perturbation structure - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param ptw Input: pointer to transfer_workspace structure (allocated in transfer_init() to avoid numerous reallocation) * @param index_q Input: index of wavenumber * @param index_md Input: index of mode @@ -3640,8 +3383,8 @@ int transfer_use_limber( */ int transfer_integrate( - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, struct transfer_workspace *ptw, int index_q, int index_md, @@ -3809,7 +3552,7 @@ int transfer_integrate( * tau (the Bessel function being approximated as a Dirac distribution). * * - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param ptw Input: pointer to transfer workspace structure * @param index_md Input: index of mode * @param index_q Input: index of wavenumber @@ -3821,7 +3564,7 @@ int transfer_integrate( */ int transfer_limber( - struct transfers * ptr, + struct transfer * ptr, struct transfer_workspace * ptw, int index_md, int index_q, @@ -3978,7 +3721,7 @@ int transfer_limber( } int transfer_limber_interpolate( - struct transfers * ptr, + struct transfer * ptr, double * tau0_minus_tau, double * sources, int tau_size, @@ -4052,7 +3795,7 @@ int transfer_limber_interpolate( * at a single value of tau * * @param tau_size Input: size of conformal time array - * @param ptr Input: pointer to transfers structure + * @param ptr Input: pointer to transfer structure * @param index_md Input: index of mode * @param index_k Input: index of wavenumber * @param l Input: multipole @@ -4066,7 +3809,7 @@ int transfer_limber_interpolate( int transfer_limber2( int tau_size, - struct transfers * ptr, + struct transfer * ptr, int index_md, int index_k, double l, @@ -4131,8 +3874,8 @@ int transfer_limber2( int transfer_can_be_neglected( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int index_md, int index_ic, int index_tt, @@ -4183,8 +3926,8 @@ int transfer_can_be_neglected( int transfer_late_source_can_be_neglected( struct precision * ppr, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, int index_md, int index_tt, double l, @@ -4235,8 +3978,8 @@ int transfer_late_source_can_be_neglected( int transfer_radial_function( struct transfer_workspace * ptw, - struct perturbs * ppt, - struct transfers * ptr, + struct perturbations * ppt, + struct transfer * ptr, double k, int index_q, int index_l, @@ -4259,12 +4002,12 @@ int transfer_radial_function( double l = (double)ptr->l[index_l]; double rescale_argument; double rescale_amplitude; - double * rescale_function; - int (*interpolate_Phi)(); - int (*interpolate_dPhi)(); - int (*interpolate_Phid2Phi)(); - int (*interpolate_PhidPhi)(); - int (*interpolate_PhidPhid2Phi)(); + double* rescale_function; + int (*interpolate_Phi)(HyperInterpStruct*, int, int, double*, double*, char*); + int (*interpolate_dPhi)(HyperInterpStruct*, int, int, double*, double*, char*); + int (*interpolate_Phid2Phi)(HyperInterpStruct*, int, int, double*, double*, double*, char*); + int (*interpolate_PhidPhi)(HyperInterpStruct*, int, int, double*, double*, double*, char*); + int (*interpolate_PhidPhid2Phi)(HyperInterpStruct*, int, int, double*, double*, double*, double*, char*); enum Hermite_Interpolation_Order HIorder; K = ptw->K; @@ -4496,7 +4239,7 @@ int transfer_radial_function( factor = 1.0; for (j=0; jtau0_minus_tau_cut = tau0_minus_tau_cut; (*ptw)->neglect_late_source = _FALSE_; - class_alloc((*ptw)->interpolated_sources,perturb_tau_size*sizeof(double),ptr->error_message); + class_alloc((*ptw)->interpolated_sources,perturbations_tau_size*sizeof(double),ptr->error_message); class_alloc((*ptw)->sources,tau_size_max*sizeof(double),ptr->error_message); class_alloc((*ptw)->tau0_minus_tau,tau_size_max*sizeof(double),ptr->error_message); class_alloc((*ptw)->w_trapz,tau_size_max*sizeof(double),ptr->error_message); @@ -4753,7 +4496,7 @@ int transfer_workspace_init( } int transfer_workspace_free( - struct transfers * ptr, + struct transfer * ptr, struct transfer_workspace *ptw ) { @@ -4771,13 +4514,13 @@ int transfer_workspace_free( free(ptw->cscKgen); free(ptw->cotKgen); - free(ptw); + //free(ptw); return _SUCCESS_; } int transfer_update_HIS( struct precision * ppr, - struct transfers * ptr, + struct transfer * ptr, struct transfer_workspace * ptw, int index_q, double tau0 @@ -4914,7 +4657,6 @@ int transfer_get_lmax(int (*get_xmin_generic)(int sgnK, int fevals=0, index_l_mid; int multiplier; int right_boundary_checked = _FALSE_; - int hil=0,hir=0,bini=0; class_call(get_xmin_generic(sgnK, lvec[0], nu, @@ -4948,7 +4690,6 @@ int transfer_get_lmax(int (*get_xmin_generic)(int sgnK, } /* Hunt for left boundary: */ for (multiplier=1; ;multiplier *= 5){ - hil++; class_call(get_xmin_generic(sgnK, lvec[*index_l_left], nu, @@ -4958,7 +4699,6 @@ int transfer_get_lmax(int (*get_xmin_generic)(int sgnK, &fevals), error_message, error_message); - //printf("Hunt left, iter = %d, x_nonzero=%g\n",hil,x_nonzero); if (x_nonzero <= xmax){ //Boundary found break; @@ -4978,8 +4718,6 @@ int transfer_get_lmax(int (*get_xmin_generic)(int sgnK, /* If not found, hunt for right boundary: */ if (right_boundary_checked == _FALSE_){ for (multiplier=1; ;multiplier *= 5){ - hir++; - //printf("right iteration %d,index_l_right:%d\n",hir,*index_l_right); class_call(get_xmin_generic(sgnK, lvec[*index_l_right], nu, @@ -5011,7 +4749,6 @@ int transfer_get_lmax(int (*get_xmin_generic)(int sgnK, // printf("Do binary search in get_lmax. \n"); //printf("Region: [%d, %d]\n",*index_l_left,*index_l_right); while (((*index_l_right) - (*index_l_left)) > 1) { - bini++; index_l_mid= (int)(0.5*((*index_l_right)+(*index_l_left))); //printf("left:%d, mid=%d, right=%d\n",*index_l_left,index_l_mid,*index_l_right); class_call(get_xmin_generic(sgnK, @@ -5029,8 +4766,556 @@ int transfer_get_lmax(int (*get_xmin_generic)(int sgnK, *index_l_right=index_l_mid; } //printf("Done\n"); - /* printf("Hunt left iter=%d, hunt right iter=%d (fevals: %d). For binary search: %d (fevals: %d)\n", - hil,hir,fevalshunt,bini,fevals); - */ + return _SUCCESS_; +} + +/** + * Here we can precompute the window functions for the final integration + * For each type of nCl/dCl/sCl we combine the selection function + * with the corresponding prefactor (e.g. 1/aH), and, if required, + * we also integrate for integrated (lensed) contributions + * (In the original ClassGAL paper these would be labeled g4,g5, and lens) + * + * All factors of k have to be added later (at least in the current version) + * + * @param ppr Input: pointer to precision structure + * @param pba Input: pointer to background structure + * @param ppt Input: pointer to perturbation structure + * @param ptr Input: pointer to transfer structure + * @param tau_rec Input: recombination time + * @param tau_size_max Input: maximum size that tau array can have + * @param window Output: pointer to array of selection functions + * @return the error status + */ + +int transfer_precompute_selection( + struct precision * ppr, + struct background * pba, + struct perturbations * ppt, + struct transfer * ptr, + double tau_rec, + int tau_size_max, + double ** window /* Pass a pointer to the pointer, so the pointer can be allocated inside of the function */ + ){ + /** Summary: */ + + /** - define local variables */ + + double* tau0_minus_tau; + double* w_trapz; + + /* index running on time */ + int index_tau; + + /* bin for computation of cl_density */ + int bin=0; + + /* number of tau values */ + int tau_size; + + /* for calling background_at_eta */ + int last_index; + double * pvecback = NULL; + + /* conformal time */ + double tau, tau0; + + /* geometrical quantities */ + double sinKgen_source=0.; + double sinKgen_source_to_lens=0.; + double cotKgen_source=0.; + double cscKgen_lens=0.; + + /* rescaling factor depending on the background at a given time */ + double rescaling=0.; + + /* array of selection function values at different times */ + double * selection; + + /* array of time sampling for lensing source selection function */ + double * tau0_minus_tau_lensing_sources; + + /* trapezoidal weights for lensing source selection function */ + double * w_trapz_lensing_sources; + + /* index running on time in previous two arrays */ + int index_tau_sources; + + /* number of time values in previous two arrays */ + int tau_sources_size; + + /* source evolution factor */ + double f_evo = 0.; + + + /* Setup initial variables and arrays*/ + int index_md = ppt->index_md_scalars; + int index_tt; + + /* allocate temporary arrays for storing selections, weights, times, and output; and for calling background */ + class_alloc(tau0_minus_tau,tau_size_max*sizeof(double),ptr->error_message); + class_alloc(selection,tau_size_max*sizeof(double),ptr->error_message); + class_alloc(w_trapz,tau_size_max*sizeof(double),ptr->error_message); + class_alloc((*window),tau_size_max*ptr->tt_size[index_md]*sizeof(double),ptr->error_message); + class_alloc(pvecback,pba->bg_size*sizeof(double),ptr->error_message); + + /* conformal time today */ + tau0 = pba->conformal_age; + + /* Loop through different types to be precomputed */ + for (index_tt = 0; index_tt < ptr->tt_size[index_md]; index_tt++) { + + /* First set the corresponding tau size */ + class_call(transfer_source_tau_size(ppr, + pba, + ppt, + ptr, + tau_rec, + tau0, + index_md, + index_tt, + &tau_size), + ptr->error_message, + ptr->error_message); + + /* Start with non-integrated contributions */ + if (_nonintegrated_ncl_) { + + _get_bin_nonintegrated_ncl_(index_tt) + + /* redefine the time sampling */ + class_call(transfer_selection_sampling(ppr, + pba, + ppt, + ptr, + bin, + tau0_minus_tau, + tau_size), + ptr->error_message, + ptr->error_message); + + class_test(tau0 - tau0_minus_tau[0] > ppt->tau_sampling[ppt->tau_size-1], + ptr->error_message, + "this should not happen, there was probably a rounding error, if this error occurred, then this must be coded more carefully"); + + /* Compute trapezoidal weights for integration over tau */ + class_call(array_trapezoidal_mweights(tau0_minus_tau, + tau_size, + w_trapz, + ptr->error_message), + ptr->error_message, + ptr->error_message); + + /* compute values of selection function at sampled values of tau */ + class_call(transfer_selection_compute(ppr, + pba, + ppt, + ptr, + selection, + tau0_minus_tau, + w_trapz, + tau_size, + pvecback, + tau0, + bin), + ptr->error_message, + ptr->error_message); + + /* loop over time and rescale */ + for (index_tau = 0; index_tau < tau_size; index_tau++) { + + /* conformal time */ + tau = tau0 - tau0_minus_tau[index_tau]; + + /* geometrical quantity */ + switch (pba->sgnK){ + case 1: + cotKgen_source = sqrt(pba->K) + *cos(tau0_minus_tau[index_tau]*sqrt(pba->K)) + /sin(tau0_minus_tau[index_tau]*sqrt(pba->K)); + break; + case 0: + cotKgen_source = 1./(tau0_minus_tau[index_tau]); + break; + case -1: + cotKgen_source = sqrt(-pba->K) + *cosh(tau0_minus_tau[index_tau]*sqrt(-pba->K)) + /sinh(tau0_minus_tau[index_tau]*sqrt(-pba->K)); + break; + } + + /* corresponding background quantities */ + class_call(background_at_tau(pba, + tau, + long_info, + inter_normal, + &last_index, + pvecback), + pba->error_message, + ptr->error_message); + + /* Source evolution, used by nCl doppler and nCl gravity terms */ + + if ((_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) || + (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) || + (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr))) + { + class_call(transfer_f_evo(pba,ptr,pvecback,last_index,cotKgen_source,&f_evo), + ptr->error_message, + ptr->error_message); + /* Error in old CLASS 2.6.3 : Number count evolution did not respect curvature */ + } + + /* matter density source = [- (dz/dtau) W(z)] * delta_m(k,tau) + = W(tau) delta_m(k,tau) + with + delta_m = total matter perturbation (defined in gauge-independent way, see arXiv 1307.1459) + W(z) = redshift space selection function = dN/dz + W(tau) = same wrt conformal time = dN/dtau + (in tau = tau_0, set source = 0 to avoid division by zero; + regulated anyway by Bessel). + */ + + if (_index_tt_in_range_(ptr->index_tt_density, ppt->selection_num, ppt->has_nc_density)) + rescaling = ptr->selection_bias[bin]*selection[index_tau]; + + /* redshift space distortion source = - [- (dz/dtau) W(z)] * (k/H) * theta(k,tau) */ + + if (_index_tt_in_range_(ptr->index_tt_rsd, ppt->selection_num, ppt->has_nc_rsd)) + rescaling = selection[index_tau]/pvecback[pba->index_bg_H]/pvecback[pba->index_bg_a]; + + if (_index_tt_in_range_(ptr->index_tt_d0, ppt->selection_num, ppt->has_nc_rsd)) + rescaling = (f_evo-3.)*selection[index_tau]*pvecback[pba->index_bg_H]*pvecback[pba->index_bg_a]; + + if (_index_tt_in_range_(ptr->index_tt_d1, ppt->selection_num, ppt->has_nc_rsd)) + + rescaling = selection[index_tau]*(1. + +pvecback[pba->index_bg_H_prime] + /pvecback[pba->index_bg_a] + /pvecback[pba->index_bg_H] + /pvecback[pba->index_bg_H] + +(2.-5.*ptr->selection_magnification_bias[bin]) + // /tau0_minus_tau[index_tau] // in flat space + *cotKgen_source // in general case + /pvecback[pba->index_bg_a] + /pvecback[pba->index_bg_H] + +5.*ptr->selection_magnification_bias[bin] + -f_evo + ); + + if (_index_tt_in_range_(ptr->index_tt_nc_g1, ppt->selection_num, ppt->has_nc_gr)) + + rescaling = selection[index_tau]; + + if (_index_tt_in_range_(ptr->index_tt_nc_g2, ppt->selection_num, ppt->has_nc_gr)) + + rescaling = -selection[index_tau]*(3. + +pvecback[pba->index_bg_H_prime] + /pvecback[pba->index_bg_a] + /pvecback[pba->index_bg_H] + /pvecback[pba->index_bg_H] + +(2.-5.*ptr->selection_magnification_bias[bin]) + // /tau0_minus_tau[index_tau] // in flat space + *cotKgen_source // in general case + /pvecback[pba->index_bg_a] + /pvecback[pba->index_bg_H] + -f_evo + ); + + if (_index_tt_in_range_(ptr->index_tt_nc_g3, ppt->selection_num, ppt->has_nc_gr)) + rescaling = selection[index_tau]/pvecback[pba->index_bg_a]/pvecback[pba->index_bg_H]; + + /* finally store in array */ + (*window)[index_tt*tau_size_max+index_tau] = rescaling; + } + } + /* End non-integrated contribution */ + + /* Now deal with integrated contributions */ + if (_integrated_ncl_) { + + _get_bin_integrated_ncl_(index_tt) + + /* dirac case */ + if (ppt->selection == dirac) { + tau_sources_size=1; + } + /* other cases (gaussian, tophat...) */ + else { + tau_sources_size=ppr->selection_sampling; + } + + class_alloc(tau0_minus_tau_lensing_sources, + tau_sources_size*sizeof(double), + ptr->error_message); + + class_alloc(w_trapz_lensing_sources, + tau_sources_size*sizeof(double), + ptr->error_message); + + /* time sampling for source selection function */ + class_call(transfer_selection_sampling(ppr, + pba, + ppt, + ptr, + bin, + tau0_minus_tau_lensing_sources, + tau_sources_size), + ptr->error_message, + ptr->error_message); + + /* Compute trapezoidal weights for integration over tau */ + class_call(array_trapezoidal_mweights(tau0_minus_tau_lensing_sources, + tau_sources_size, + w_trapz_lensing_sources, + ptr->error_message), + ptr->error_message, + ptr->error_message); + + /* compute values of selection function at sampled values of tau */ + class_call(transfer_selection_compute(ppr, + pba, + ppt, + ptr, + selection, + tau0_minus_tau_lensing_sources, + w_trapz_lensing_sources, + tau_sources_size, + pvecback, + tau0, + bin), + ptr->error_message, + ptr->error_message); + + /* redefine the time sampling */ + class_call(transfer_lensing_sampling(ppr, + pba, + ppt, + ptr, + bin, + tau0, + tau0_minus_tau, + tau_size), + ptr->error_message, + ptr->error_message); + + /* Compute trapezoidal weights for integration over tau */ + class_call(array_trapezoidal_mweights(tau0_minus_tau, + tau_size, + w_trapz, + ptr->error_message), + ptr->error_message, + ptr->error_message); + + /* loop over time and rescale */ + for (index_tau = 0; index_tau < tau_size; index_tau++) { + + /* lensing source = - W(tau) (phi(k,tau) + psi(k,tau)) Heaviside(tau-tau_rec) + with + psi,phi = metric perturbation in newtonian gauge (phi+psi = Phi_A-Phi_H of Bardeen) + W = (tau-tau_rec)/(tau_0-tau)/(tau_0-tau_rec) + H(x) = Heaviside + (in tau = tau_0, set source = 0 to avoid division by zero; + regulated anyway by Bessel). + */ + + if (index_tau == tau_size-1) { + rescaling=0.; + } + else { + + rescaling = 0.; + + for (index_tau_sources=0; + index_tau_sources < tau_sources_size; + index_tau_sources++) { + + switch (pba->sgnK){ + case 1: + sinKgen_source = sin(tau0_minus_tau_lensing_sources[index_tau_sources]*sqrt(pba->K))/sqrt(pba->K); + sinKgen_source_to_lens = sin((tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources])*sqrt(pba->K))/sqrt(pba->K); + cotKgen_source = cos(tau0_minus_tau_lensing_sources[index_tau_sources]*sqrt(pba->K))/sinKgen_source; + cscKgen_lens = sqrt(pba->K)/sin(sqrt(pba->K)*tau0_minus_tau[index_tau]); + break; + case 0: + sinKgen_source = tau0_minus_tau_lensing_sources[index_tau_sources]; + sinKgen_source_to_lens = (tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources]); + cotKgen_source = 1./(tau0_minus_tau_lensing_sources[index_tau_sources]); + cscKgen_lens = 1./(tau0_minus_tau[index_tau]); + break; + case -1: + sinKgen_source = sinh(tau0_minus_tau_lensing_sources[index_tau_sources]*sqrt(-pba->K))/sqrt(-pba->K); + sinKgen_source_to_lens = sinh((tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources])*sqrt(-pba->K))/sqrt(-pba->K); + cotKgen_source = cosh(tau0_minus_tau_lensing_sources[index_tau_sources]*sqrt(-pba->K))/sinKgen_source; + cscKgen_lens = sqrt(-pba->K)/sinh(sqrt(-pba->K)*tau0_minus_tau[index_tau]); + break; + } + + /* condition for excluding from the sum the sources located in z=zero */ + if ((tau0_minus_tau_lensing_sources[index_tau_sources] > 0.) && (tau0_minus_tau_lensing_sources[index_tau_sources]-tau0_minus_tau[index_tau] > 0.)) { + + if (_index_tt_in_range_(ptr->index_tt_lensing, ppt->selection_num, ppt->has_cl_lensing_potential)) { + + rescaling += + // *(tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources]) + // /tau0_minus_tau[index_tau] + // /tau0_minus_tau_lensing_sources[index_tau_sources] + sinKgen_source_to_lens + *cscKgen_lens + /sinKgen_source + * selection[index_tau_sources] + * w_trapz_lensing_sources[index_tau_sources]; + } + + if (_index_tt_in_range_(ptr->index_tt_nc_lens, ppt->selection_num, ppt->has_nc_lens)) { + + rescaling -= + (2.-5.*ptr->selection_magnification_bias[bin])/2. + // *(tau0_minus_tau[index_tau]-tau0_minus_tau_lensing_sources[index_tau_sources]) + // /tau0_minus_tau[index_tau] + // /tau0_minus_tau_lensing_sources[index_tau_sources] + *sinKgen_source_to_lens + *cscKgen_lens + /sinKgen_source + * selection[index_tau_sources] + * w_trapz_lensing_sources[index_tau_sources]; + } + + if (_index_tt_in_range_(ptr->index_tt_nc_g4, ppt->selection_num, ppt->has_nc_gr)) { + + rescaling += + (2.-5.*ptr->selection_magnification_bias[bin]) + // /tau0_minus_tau_lensing_sources[index_tau_sources] + * cotKgen_source + * selection[index_tau_sources] + * w_trapz_lensing_sources[index_tau_sources]; + + } + + if (_index_tt_in_range_(ptr->index_tt_nc_g5, ppt->selection_num, ppt->has_nc_gr)) { + + /* background quantities at time tau_lensing_source */ + + class_call(background_at_tau(pba, + tau0-tau0_minus_tau_lensing_sources[index_tau_sources], + long_info, + inter_normal, + &last_index, + pvecback), + pba->error_message, + ptr->error_message); + + /* Source evolution at time tau_lensing_source */ + + class_call(transfer_f_evo(pba,ptr,pvecback,last_index,cotKgen_source,&f_evo), + ptr->error_message, + ptr->error_message); + + + rescaling += + (1. + + pvecback[pba->index_bg_H_prime] + /pvecback[pba->index_bg_a] + /pvecback[pba->index_bg_H] + /pvecback[pba->index_bg_H] + + (2.-5.*ptr->selection_magnification_bias[bin]) + // /tau0_minus_tau_lensing_sources[index_tau_sources] + * cotKgen_source + /pvecback[pba->index_bg_a] + /pvecback[pba->index_bg_H] + + 5.*ptr->selection_magnification_bias[bin] + - f_evo) + * selection[index_tau_sources] + * w_trapz_lensing_sources[index_tau_sources]; + } + } + } + } + + /* Finally store integrated result for later use */ + (*window)[index_tt*tau_size_max+index_tau] = rescaling; + } + + /* deallocate temporary arrays */ + free(tau0_minus_tau_lensing_sources); + free(w_trapz_lensing_sources); + } + /* End integrated contribution */ + } + + /* deallocate temporary arrays */ + free(selection); + free(tau0_minus_tau); + free(w_trapz); + free(pvecback); + return _SUCCESS_; +} + +int transfer_f_evo( + struct background* pba, + struct transfer * ptr, + double* pvecback, + int last_index, + double cotKgen, /* Should be FILLED with values of corresponding time */ + double* f_evo + ){ + /* Allocate temporary variables for calculation of f_evo */ + double z; + double dNdz; + double dln_dNdz_dz; + double temp_f_evo; + + if ((ptr->has_nz_evo_file == _TRUE_) || (ptr->has_nz_evo_analytic == _TRUE_)){ + + temp_f_evo = 2./pvecback[pba->index_bg_H]/pvecback[pba->index_bg_a]*cotKgen + + pvecback[pba->index_bg_H_prime]/pvecback[pba->index_bg_H]/pvecback[pba->index_bg_H]/pvecback[pba->index_bg_a]; + + /* z = a_0/a-1 (remember that a in the code is in fact a/a_0) */ + z = 1./pvecback[pba->index_bg_a]-1.; + + if (ptr->has_nz_evo_file ==_TRUE_) { + + class_test((znz_evo_z[0]) || (z>ptr->nz_evo_z[ptr->nz_evo_size-1]), + ptr->error_message, + "Your input file for the selection function only covers the redshift range [%f : %f]. However, your input for the selection function requires z=%f", + ptr->nz_evo_z[0], + ptr->nz_evo_z[ptr->nz_evo_size-1], + z); + + + class_call(array_interpolate_spline( + ptr->nz_evo_z, + ptr->nz_evo_size, + ptr->nz_evo_dlog_nz, + ptr->nz_evo_dd_dlog_nz, + 1, + z, + &last_index, + &dln_dNdz_dz, + 1, + ptr->error_message), + ptr->error_message, + ptr->error_message); + + } + else { + + class_call(transfer_dNdz_analytic(ptr, + z, + &dNdz, + &dln_dNdz_dz), + ptr->error_message, + ptr->error_message); + } + + temp_f_evo -= dln_dNdz_dz/pvecback[pba->index_bg_a]; + } + else { + temp_f_evo = 0.; + } + + /* after obtaining f_evo, store it in output */ + *f_evo = temp_f_evo; + return _SUCCESS_; } diff --git a/test/chi2.c b/test/chi2.c deleted file mode 100755 index 85aeff03..00000000 --- a/test/chi2.c +++ /dev/null @@ -1,310 +0,0 @@ -/** @file class.c - * Julien Lesgourgues, 20.04.2010 - */ - -#include "stdio.h" -#include "stdlib.h" -#include "math.h" -#include "string.h" -#include "float.h" - -#define _PI_ 3.14159 - -int chi2_simple( - double ** cl1, - double ** cl2, - int lmax, - double * chi2); - -int chi2_planck( - double ** cl1, - double ** cl2, - double ** nl, - int lmax, - double * chi2); - -int noise_planck( - double ** nl, - int lmax - ); - -int main(int argc, char **argv) { - - int i,l_max,l; - - double parameter_initial,parameter_logstep; - double * parameter; - int param_num; - - double *** cl; - double ** noise; - double chi2,chi2_bis; - double percentage,max_percentage; - int max_l; - int ref_run; - - double * param; - - FILE * output; - char filename[200]; - char results_name[200]; - char junk_string[200]; - int l_read; - - /*******************************/ - - l_max = 3000; - - cl=malloc(2*sizeof(double**)); - for (i=0; i<2; i++) { - cl[i]=malloc((l_max+1)*sizeof(double*)); - for (l=2; l <= l_max; l++) { - cl[i][l]=malloc(3*sizeof(double)); - } - } - - noise=calloc((l_max+1),sizeof(double*)); - for (l=2; l <= l_max; l++) { - noise[l]=calloc(3,sizeof(double)); - } - - sprintf(filename,"output/chi2pl0.1_cl_lensed.dat"); - - /* read file and fill cl[param_num] */ - output = fopen(filename,"r"); - fprintf(stderr,"Read reference in file %s\n",filename); - fgets(junk_string,200,output); - // fprintf(stderr,"%s\n",junk_string); - fgets(junk_string,200,output); - // fprintf(stderr,"%s\n",junk_string); - fgets(junk_string,200,output); - // fprintf(stderr,"%s\n",junk_string); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - // fprintf(stderr,"%s\n",junk_string); - //fgets(junk_string,200,output); - //fgets(junk_string,200,output); - //fgets(junk_string,200,output); - float cl_read; - for (l=2; l <= l_max; l++) { - fscanf(output,"%d",&l_read); - //fprintf(stderr,"%d\n",l_read); - fscanf(output,"%e",&cl_read); - //fprintf(stderr," %e\n",cl_read); - cl[0][l][0]=(double)cl_read*2.*_PI_/l/(l+1); - // fprintf(stderr,"%d %e\n",l_read,cl[ref_run][l][sp.index_ct_tt]); - fscanf(output,"%e",&cl_read); - cl[0][l][1]=(double)cl_read*2.*_PI_/l/(l+1); - fscanf(output,"%e",&cl_read); - cl[0][l][2]=(double)cl_read*2.*_PI_/l/(l+1); - //fprintf(stderr," %e %d\n",cl_read,sp.index_ct_te); - fscanf(output,"%e",&cl_read); - fscanf(output,"%e",&cl_read); - fscanf(output,"%e",&cl_read); - fscanf(output,"%e",&cl_read); - if (l_read != l) { - printf("l_read != l: %d %d\n",l_read,l); - } - } - - fclose(output); - - sprintf(filename,"output/cl_ref_cl_lensed.dat"); - - /* read file and fill cl[param_num] */ - output = fopen(filename,"r"); - fprintf(stderr,"Read degraded precision in file %s\n",filename); - fgets(junk_string,200,output); - //fprintf(stderr,"%s\n",junk_string); - fgets(junk_string,200,output); - // fprintf(stderr,"%s\n",junk_string); - fgets(junk_string,200,output); - // fprintf(stderr,"%s\n",junk_string); - fgets(junk_string,200,output); - // fprintf(stderr,"%s\n",junk_string); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - //float cl_read; - //fprintf(stderr,"get here\n"); - for (l=2; l <= l_max; l++) { - fscanf(output,"%d",&l_read); - // fprintf(stderr,"%d",l_read); - fscanf(output,"%e",&cl_read); - // fprintf(stderr," %e\n",cl_read); - cl[1][l][0]=(double)cl_read*2.*_PI_/l/(l+1); - // fprintf(stderr,"%d %e\n",l_read,cl[ref_run][l][sp.index_ct_tt]); - fscanf(output,"%e",&cl_read); - cl[1][l][1]=(double)cl_read*2.*_PI_/l/(l+1); - fscanf(output,"%e",&cl_read); - cl[1][l][2]=(double)cl_read*2.*_PI_/l/(l+1); - //fprintf(stderr," %e %d\n",cl_read,sp.index_ct_te); - fscanf(output,"%e",&cl_read); - fscanf(output,"%e",&cl_read); - fscanf(output,"%e",&cl_read); - fscanf(output,"%e",&cl_read); - //fscanf(output,"%e",&cl_read); - if (l_read != l) { - printf("l_read != l: %d %d\n",l_read,l); - } - } - - fclose(output); - - fprintf(stderr,"get here\n"); - - - - noise_planck(noise,l_max); - - fprintf(stderr,"get here\n"); - - chi2_planck(cl[0],cl[1],noise,l_max,&chi2); - - fprintf(stderr,"get here\n"); - - fprintf(stderr,"chi2=%2g \n",chi2); - - return 0; - -} - -int chi2_simple( - double ** cl1, - double ** cl2, - int lmax, - double * chi2) { - - int l; - - *chi2=0.; - for (l=2; l <= lmax; l++) { - *chi2 += - pow(((cl1[l][0]-cl2[l][0]) - /cl2[l][0]),2) + - pow(((cl1[l][2]-cl2[l][2]) - /cl2[l][2]),2) + - pow(((cl1[l][1]-cl2[l][1]) - /cl2[l][1]),2); - } - - return 0; - -} - -int chi2_planck( - double ** cl1, /* treated as 'theoretical spectrum' */ - double ** cl2, /* treated as 'observed spectrum' */ - double ** nl, - int lmax, - double * chi2) { - - int l; - double fsky=0.8; - double clTT_th,clEE_th,clTE_th; - double clTT_obs,clEE_obs,clTE_obs; - double det_mixed,det_th,det_obs; - double factor; - - *chi2=0.; - for (l=2; l <= lmax; l++) { - -/* if (psp->ct_size == 1) { */ - if (0==1) { - - *chi2 += fsky*(2.*l+1.)*((cl2[l][0]+nl[l][0])/ - (cl1[l][0]+nl[l][0])+ - log((cl1[l][0]+nl[l][0])/(cl2[l][0]+nl[l][0]))-1.); - -/* *chi2 += fsky*(2.*l+1.)*((cl2[l][0])/ */ -/* (cl1[l][0])+ */ -/* log((cl1[l][0])/(cl2[l][0]))-1.); */ - - -/* factor=l*(l+1.)/2./_PI_; */ -/* printf("%d %e %e %e\n",l,factor*cl1[l][0],factor*cl2[l][0],factor*nl[l][0]); */ - - } - else { - - clTT_th = cl1[l][0]+nl[l][0]; - clEE_th = cl1[l][1]+nl[l][1]; - clTE_th = cl1[l][2]; - - clTT_obs = cl2[l][0]+nl[l][0]; - clEE_obs = cl2[l][1]+nl[l][1]; - clTE_obs = cl2[l][2]; - - //printf("%e %e %e %e %e %e\n",clTT_th,clTT_obs,clEE_th,clEE_obs,clTE_th,clTE_obs); - - det_mixed = 0.5*(clTT_th*clEE_obs+clTT_obs*clEE_th)-clTE_th*clTE_obs; - - det_th = clTT_th*clEE_th-clTE_th*clTE_th; - - det_obs = clTT_obs*clEE_obs-clTE_obs*clTE_obs; - - *chi2 += fsky*(2.*l+1.)*(2.*(det_mixed/det_th-1.)+log(det_th/det_obs)); - } - } - - return 0; - -} - -int noise_planck( - double ** nl, - int lmax - ) { - - int num_channel,channel,l; - double * theta, * deltaT, * deltaP; - double Tcmb = 2.726; - - num_channel=3; - - theta=malloc(num_channel*sizeof(double)); - deltaT=malloc(num_channel*sizeof(double)); - deltaP=malloc(num_channel*sizeof(double)); - - /* 100 GHz*/ - theta[0]=9.5/3437.75; /* converted from arcmin to radian */ - deltaT[0]=(6.8e-6/Tcmb); /* converted from K to dimensionless */ - deltaP[0]=(10.9e-6/Tcmb); /* converted from K to dimensionless */ - - /* 143 GHz*/ - theta[1]=7.1/3437.75; - deltaT[1]=(6.0e-6/Tcmb); - deltaP[1]=(11.4e-6/Tcmb); - - /* 217 GHz*/ - theta[2]=5.0/3437.75; - deltaT[2]=(13.1e-6/Tcmb); - deltaP[2]=(26.7e-6/Tcmb); - - for (l=2; l<=lmax; l++) { - - for (channel=0; channel%s\n",errmsg); - return _FAILURE_; - } - - if (background_init(&pr,&ba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - if (thermodynamics_init(&pr,&ba,&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (bessel_init(&pr,&bs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",bs.error_message); - return _FAILURE_; - } - - if (transfer_init(&pr,&ba,&th,&pt,&bs,&tr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (primordial_init(&pr,&pt,&pm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (spectra_init(&pr,&ba,&pt,&tr,&pm,&sp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - if (nonlinear_init(&pr,&ba,&th,&pm,&sp,&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_init \n=>%s\n",nl.error_message); - return _FAILURE_; - } - - /* read model with appropriate lensing potential */ - - sprintf(filename,"output/lensing_cl.dat"); - - output = fopen(filename,"r"); - fprintf(stderr,"Read reference in file %s\n",filename); - - fgets(junk_string,200,output); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - fgets(junk_string,200,output); - - index_l=0; - - for (l=2; l <= sp.l_max_tot; l++) { - fscanf(output,"%d",&l_read); // l - if (l_read != l) { - printf("l_read != l: %d %d\n",l_read,l); - } - - fscanf(output,"%e",&cl_read); // TT - fscanf(output,"%e",&cl_read); // TE - fscanf(output,"%e",&cl_read); // EE - fscanf(output,"%e",&cl_read); // BB - fscanf(output,"%e",&cl_read); // phiphi - - if (l == (int)sp.l[index_l]) { - - factor = l*(l+1)/2./_PI_; - - sp.cl[sp.index_md_scalars][index_l*sp.ct_size+sp.index_ct_pp]=cl_read/factor; - index_l++; - - } - - fscanf(output,"%e",&cl_read); // Tphi - fscanf(output,"%e",&cl_read); // Ephi - } - - fclose(output); - - /* spline the spectra (redundent excepted for the new phiphi column) */ - - class_call(array_spline_table_lines(sp.l, - sp.l_size[sp.index_md_scalars], - sp.cl[sp.index_md_scalars], - sp.ic_ic_size[sp.index_md_scalars]*sp.ct_size, - sp.ddcl[sp.index_md_scalars], - _SPLINE_EST_DERIV_, - sp.error_message), - sp.error_message, - sp.error_message); - - /* carry on the calculation */ - - if (lensing_init(&pr,&pt,&sp,&nl,&le) == _FAILURE_) { - printf("\n\nError in lensing_init \n=>%s\n",le.error_message); - return _FAILURE_; - } - - if (output_init(&ba,&pt,&sp,&nl,&le,&op) == _FAILURE_) { - printf("\n\nError in output_init \n=>%s\n",op.error_message); - return _FAILURE_; - } - - /****** all calculations done, now free the structures ******/ - - if (lensing_free(&le) == _FAILURE_) { - printf("\n\nError in lensing_free \n=>%s\n",le.error_message); - return _FAILURE_; - } - - if (nonlinear_free(&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_free \n=>%s\n",nl.error_message); - return _FAILURE_; - } - - if (spectra_free(&sp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - if (primordial_free(&pm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (transfer_free(&tr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (bessel_free(&bs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",bs.error_message); - return _FAILURE_; - } - - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (thermodynamics_free(&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (background_free(&ba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} diff --git a/test/test_2D_quadrature.c b/test/test_2D_quadrature.c deleted file mode 100644 index da90a475..00000000 --- a/test/test_2D_quadrature.c +++ /dev/null @@ -1,33 +0,0 @@ -#include "common.h" -#include "quadrature.h" - -int main(){ - double I,fxy; - int i,n; - double *x,*y,*w; - ErrorMsg error_message; - - n=2; - - class_call(quadrature_in_rectangle(-2.0,2.0,1.0,4.0,&n,&x,&y,&w,error_message), - error_message, - error_message); - - - for(i=0,I=0.0; i%s\n",errmsg); + if (input_init(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op,errmsg) == _FAILURE_) { + printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); return _FAILURE_; } diff --git a/test/test_bessel.c b/test/test_bessel.c deleted file mode 100755 index 5080f093..00000000 --- a/test/test_bessel.c +++ /dev/null @@ -1,85 +0,0 @@ -/** @file class.c - * Julien Lesgourgues, 18.04.2010 - */ - -#include "class.h" - -main(int argc, char **argv) { - - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct bessels bs; /* for bessel functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ - struct lensing le; /* for lensed spectra */ - struct output op; /* for output files */ - ErrorMsg errmsg; - - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&nl,&le,&op,errmsg) == _FAILURE_) { - printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); - return _FAILURE_; - } - - /* - if (background_init(&pr,&ba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - if (thermodynamics_init(&pr,&ba,&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); - return _FAILURE_; - } - */ - - if (bessel_init(&pr,&bs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",bs.error_message); - return _FAILURE_; - } - - /****** here you could output the bessel functions ******/ - - int index_l=10; - int index_x; - for (index_x=0; index_x%s\n",bs.error_message); - return _FAILURE_; - } - - /* - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (thermodynamics_free(&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (background_free(&ba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",ba.error_message); - return _FAILURE_; - } - */ - -} diff --git a/test/test_degeneracy.c b/test/test_degeneracy.c deleted file mode 100755 index 9637f98b..00000000 --- a/test/test_degeneracy.c +++ /dev/null @@ -1,710 +0,0 @@ -/** @file class.c - * Julien Lesgourgues, 20.04.2010 - */ -#include "class.h" -#include -#include -#define TINy 1.0e-1 -#define NMAX 100000 -#define GET_PSUM \ - for (j=0;j%s\n",errmsg); - return _FAILURE_; - } - - class_assuming_bessels_computed(&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&nl,&le,&op,cl,errmsg); - chi2_planck(&sp,cl,cl_ref,noise,&chi2); - - for (l=2; l <= l_max; l++) { - free(cl[l]); - } - free(cl); - /*fprintf(stderr,"here, YHe = %s, h = %s, omega_c = %s, n_s = %s, A_s = %s, chi2 = %e\n",fc.value[4],fc.value[5],fc.value[6],fc.value[8],fc.value[9],chi2);*/ - - /*fprintf(stderr,"YHe:%e, h:%e, omega_cdm:%e, chi2:%e\n",param[0],param[1],param[2],chi2);*/ - return chi2; -} - -void amoeba(double **p,double y[],int ndim,double ftol, double (*funk)(double [])){ - - double amotry(double **p,double y[], double psum[], int ndim, double (*funk)(double []),int ihi,double fac); - int i,ihi,ilo,inhi,j,mpts=ndim+1; - int k; - double rtol,sum,swap,ysave,ytry,*psum; - psum = calloc(ndim,sizeof(double)); - int nfunk=0; - GET_PSUM - for (;;) { - ilo=0; - /*First we must determine which point is the highest (worst), next-highest, and lowest (best), by looping over the points in the simplex.*/ - ihi = y[0]>y[1] ? (inhi=1,0) : (inhi=0,1); - for (i=0;i y[ihi]) { - inhi=ihi; - ihi=i; - } - else if (y[i] > y[inhi] && i != ihi) inhi=i; - } - rtol=fabs(y[ihi]-y[ilo]); //Compute the fractional range from highest to lowest and return if satisfactory. - /*fprintf(stderr,"--> y[ihi]:%e y[ilo]:%e rtol %e\n\n",y[ihi],y[ilo],rtol);*/ - if (rtol < ftol) { //If returning, put best point and value in slot 1. - SWAP(y[0],y[ilo]); - for (i=0;i= NMAX) fprintf(stderr,"NMAX exceeded\n"); - nfunk += 2; - //Begin a new iteration. First extrapolate by a factor −1 through the face of the simplex across from the high point, i.e., reflect the simplex from the high point. - - ytry=amotry(p,y,psum,ndim,funk,ihi,-1.0); - if (ytry <= y[ilo]){ - //Gives a result better than the best point, so try an additional extrapolation by a factor 2. - /*fprintf(stderr,"is better, going twice as far\n");*/ - ytry=amotry(p,y,psum,ndim,funk,ihi,2.0);} - else if (ytry >= y[inhi]) { - /*fprintf(stderr,"is worse, trying half\n");*/ - //The reflected point is worse than the second-highest, so look for an intermediate lower point, i.e., do a one-dimensional contraction. - ysave=y[ihi]; - ytry=amotry(p,y,psum,ndim,funk,ihi,0.5); - if (ytry >= ysave) { //Can’t seem to get rid of that high point. Better - for (k=0;k%s\n",errmsg); - return _FAILURE_; - } - noise_planck(&ba,&th,&sp,noise); - class_assuming_bessels_computed(&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&nl,&le,&op,cl_ref,errmsg); - double alpha; - double random_number; - - // Looping on all values of parameter - for (i=0; i%s\n",errmsg); - return _FAILURE_; - } - - class_assuming_bessels_computed(&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&nl,&le,&op,cl,errmsg); - chi2_planck(&sp,cl,cl_ref,noise,&chi2[k]); - - } - amoeba(p,chi2,ndim,ftol,get_chi2); - if (j==0){ - storage = (chi2[0]+chi2[1]+chi2[2]+chi2[3]+chi2[4]+chi2[5])/6.; - } - fprintf(stderr,"run %d, chi2:%f\n",j,(chi2[0]+chi2[1]+chi2[2]+chi2[3]+chi2[4]+chi2[5])/6.); - if ((chi2[0]+chi2[1]+chi2[2]+chi2[3]+chi2[4]+chi2[5])/6. < storage){ - storage = (chi2[0]+chi2[1]+chi2[2]+chi2[3]+chi2[4]+chi2[5])/6.; - } - if (j==4){ - fprintf(stderr,"final chi2: %f\n",storage); - } - // Initialization of the simplex method, compute ndim+1 points. - } - - - - - - fprintf(stdout,"%e %e %e %e %e %e %e\n",parameter[i],(p[0][0]+p[1][0]+p[2][0]+p[3][0]+p[4][0]+p[5][0])/6., - (p[0][1]+p[1][1]+p[2][1]+p[3][1]+p[4][1]+p[5][1])/6., - (p[0][2]+p[1][2]+p[2][2]+p[3][2]+p[4][1]+p[5][1])/6., - (p[0][3]+p[1][3]+p[2][3]+p[3][3]+p[4][3]+p[5][3])/6., - (p[0][4]+p[1][4]+p[2][4]+p[3][4]+p[4][4]+p[5][4])/6., - storage); - } - /*fprintf(stdout,"%e %e %e %e %e\n",parameter[i],(p[0][0]+p[1][0]+p[2][0]+p[3][0])/4.,*/ - /*(p[0][1]+p[1][1]+p[2][1]+p[3][1])/4.,*/ - /*(p[0][2]+p[1][2]+p[2][2]+p[3][2])/4.,*/ - /*chi2[0]);*/ - /*fprintf(stdout,"%e %e %e\n",parameter[i],(p[0][0]+p[1][0])/2.,chi2[0]);*/ - return _SUCCESS_; - - } - - -int class_assuming_bessels_computed( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct bessels * pbs, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - struct nonlinear * pnl, - struct lensing * ple, - struct output * pop, - double ** cl, - ErrorMsg errmsg) { - - int l; - double ** junk1; - double ** junk2; - - if (background_init(ppr,pba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",pba->error_message); - return _FAILURE_; - } - /*fprintf(stderr,"h = %e, omga_c = %e, omega_b = %e, Omega_Lambda = %e, Omega_ur = %e, z_eq = %e\n",pba->h,pba->Omega0_cdm*pba->h*pba->h,pba->Omega0_b*pba->h*pba->h,pba->Omega0_lambda,pba->Omega0_ur,(pba->Omega0_b+pba->Omega0_cdm)/(pba->Omega0_g+pba->Omega0_ur));*/ - - if (thermodynamics_init(ppr,pba,pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (perturb_init(ppr,pba,pth,ppt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (bessel_init(&pr,&bs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",bs.error_message); - return _FAILURE_; - } - - if (transfer_init(ppr,pba,pth,ppt,pbs,ptr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (primordial_init(ppr,ppt,ppm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (spectra_init(ppr,pba,ppt,ptr,ppm,psp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (nonlinear_init(ppr,pba,pth,ppt,pbs,ptr,ppm,psp,pnl) == _FAILURE_) { - printf("\n\nError in nonlinear_init \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (lensing_init(ppr,ppt,psp,pnl,ple) == _FAILURE_) { - printf("\n\nError in lensing_init \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - for (l=2; l <= l_max; l++) { - - if (output_total_cl_at_l(psp,ple,pop,(double)l,cl[l]) == _FAILURE_) { - printf("\n\nError in spectra_cl_at_l \n=>%s\n",psp->error_message); - return _FAILURE_;} - } - - - /****** done ******/ - - if (lensing_free(ple) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - if (nonlinear_free(pnl) == _FAILURE_) { - printf("\n\nError in nonlinear_free \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (spectra_free(psp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (primordial_free(ppm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (transfer_free(ptr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (bessel_free(&bs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",bs.error_message); - return _FAILURE_; - } - - if (perturb_free(ppt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (thermodynamics_free(pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (background_free(pba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} - -int chi2_simple( - struct spectra * psp, - double ** cl1, - double ** cl2, - double * chi2) { - - int l; - - *chi2=0.; - for (l=2; l <= l_max; l++) { - *chi2 += - pow(((cl1[l][psp->index_ct_tt]-cl2[l][psp->index_ct_tt]) - /cl2[l][psp->index_ct_tt]),2) + - pow(((cl1[l][psp->index_ct_te]-cl2[l][psp->index_ct_te]) - /cl2[l][psp->index_ct_te]),2) + - pow(((cl1[l][psp->index_ct_ee]-cl2[l][psp->index_ct_ee]) - /cl2[l][psp->index_ct_ee]),2); - } - - return _SUCCESS_; - -} - -int chi2_planck( - struct spectra * psp, - double ** cl1, /* treated as 'theoretical spectrum' */ - double ** cl2, /* treated as 'observed spectrum' */ - double ** noise, - double * chi2) { - - int l; - double fsky=0.65; - double clTT_th,clEE_th,clTE_th; - double clTT_obs,clEE_obs,clTE_obs; - double det_mixed,det_th,det_obs; - double factor; - - *chi2=0.; - for (l=2; l <= l_max; l++) { - -/* if (psp->ct_size == 1) { */ - if (0==1) { - - *chi2 += fsky*(2.*l+1.)*((cl2[l][0]+noise[l][0])/ - (cl1[l][0]+noise[l][0])+ - log((cl1[l][0]+noise[l][0])/(cl2[l][0]+noise[l][0]))-1.); - -/* *chi2 += fsky*(2.*l+1.)*((cl2[l][0])/ */ -/* (cl1[l][0])+ */ -/* log((cl1[l][0])/(cl2[l][0]))-1.); */ - - -/* factor=l*(l+1.)/2./_PI_; */ -/* printf("%d %e %e %e\n",l,factor*cl1[l][0],factor*cl2[l][0],factor*noise[l][0]); */ - - } - else { - - clTT_th = cl1[l][psp->index_ct_tt]+noise[l][psp->index_ct_tt]; - clEE_th = cl1[l][psp->index_ct_ee]+noise[l][psp->index_ct_ee]; - clTE_th = cl1[l][psp->index_ct_te]; - - clTT_obs = cl2[l][psp->index_ct_tt]+noise[l][psp->index_ct_tt]; - clEE_obs = cl2[l][psp->index_ct_ee]+noise[l][psp->index_ct_ee]; - clTE_obs = cl2[l][psp->index_ct_te]; - - det_mixed = 0.5*(clTT_th*clEE_obs+clTT_obs*clEE_th)-clTE_th*clTE_obs; - - det_th = clTT_th*clEE_th-clTE_th*clTE_th; - - det_obs = clTT_obs*clEE_obs-clTE_obs*clTE_obs; - - *chi2 += fsky*(2.*l+1.)*(2.*(det_mixed/det_th-1.)+log(det_th/det_obs)); - } - } - - return _SUCCESS_; - -} - -int noise_planck( - struct background * pba, - struct thermo * pth, - struct spectra * psp, - double ** noise - ) { - - int num_channel,channel,l; - double * theta, * deltaT, * deltaP; - - num_channel=3; - - theta=malloc(num_channel*sizeof(double)); - deltaT=malloc(num_channel*sizeof(double)); - deltaP=malloc(num_channel*sizeof(double)); - - /* 100 GHz*/ - theta[0]=9.5/3437.75; /* converted from arcmin to radian */ - deltaT[0]=(6.8e-6/pba->T_cmb); /* converted from K to dimensionless */ - deltaP[0]=(10.9e-6/pba->T_cmb); /* converted from K to dimensionless */ - - /* 143 GHz*/ - theta[1]=7.1/3437.75; - deltaT[1]=(6.0e-6/pba->T_cmb); - deltaP[1]=(11.4e-6/pba->T_cmb); - - /* 217 GHz*/ - theta[2]=5.0/3437.75; - deltaT[2]=(13.1e-6/pba->T_cmb); - deltaP[2]=(26.7e-6/pba->T_cmb); - - for (l=2; l<=l_max; l++) { - - for (channel=0; channelhas_tt) { - noise[l][psp->index_ct_tt] += - pow((exp(-l*(l+1.)*theta[channel]*theta[channel]/16./log(2.)) - /theta[channel]/deltaT[channel]),2); - } - if (psp->has_ee) { - noise[l][psp->index_ct_ee] += - pow((exp(-l*(l+1.)*theta[channel]*theta[channel]/16./log(2.)) - /theta[channel]/deltaP[channel]),2); - } - } - - if (psp->has_tt) { - noise[l][psp->index_ct_tt] = 1./noise[l][psp->index_ct_tt]; - } - if (psp->has_ee) { - noise[l][psp->index_ct_ee] = 1./noise[l][psp->index_ct_ee]; - } - } - - free(theta); - free(deltaT); - free(deltaP); - - return _SUCCESS_; - -} - diff --git a/test/test_nonlinear.c b/test/test_fourier.c old mode 100755 new mode 100644 similarity index 59% rename from test/test_nonlinear.c rename to test/test_fourier.c index bf524e46..25209199 --- a/test/test_nonlinear.c +++ b/test/test_fourier.c @@ -10,17 +10,18 @@ int main(int argc, char **argv) { struct precision pr; /* for precision parameters */ struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct transfer tr; /* for transfer functions */ struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ + struct harmonic hr; /* for output spectra */ + struct fourier fo; /* for non-linear spectra */ struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ struct output op; /* for output files */ ErrorMsg errmsg; /* for error messages */ - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,errmsg) == _FAILURE_) { + if (input_init(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op,errmsg) == _FAILURE_) { printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); return _FAILURE_; } @@ -35,8 +36,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); + if (perturbations_init(&pr,&ba,&th,&pt) == _FAILURE_) { + printf("\n\nError in perturbations_init \n=>%s\n",pt.error_message); return _FAILURE_; } @@ -45,69 +46,69 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (nonlinear_init(&pr,&ba,&th,&pt,&pm,&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_init \n=>%s\n",nl.error_message); + if (fourier_init(&pr,&ba,&th,&pt,&pm,&fo) == _FAILURE_) { + printf("\n\nError in fourier_init \n=>%s\n",fo.error_message); return _FAILURE_; } /****** output the transfer functions ******/ - double z,k_nl,k; + double z,k_nl,k_nl_cb,k; FILE * output; double * pvecback; int index_tau,index_k; int junk; double r_nl; - if (nl.method == nl_halofit) { + if (fo.method == nl_halofit) { printf("Non-linear scale k_NL found by halofit:\n"); z=0.; - if (nonlinear_k_nl_at_z(&ba,&nl,z,&k_nl) == _FAILURE_) { - printf("\n\nError in nonlinear_k_nl_at_z \n=>%s\n",nl.error_message); + if (fourier_k_nl_at_z(&ba,&fo,z,&k_nl,&k_nl_cb) == _FAILURE_) { + printf("\n\nError in fourier_k_nl_at_z \n=>%s\n",fo.error_message); return _FAILURE_; } printf(" z=%f k_nl=%e\n",z,k_nl); z=0.5; - if (nonlinear_k_nl_at_z(&ba,&nl,z,&k_nl) == _FAILURE_) { - printf("\n\nError in nonlinear_k_nl_at_z \n=>%s\n",nl.error_message); + if (fourier_k_nl_at_z(&ba,&fo,z,&k_nl,&k_nl_cb) == _FAILURE_) { + printf("\n\nError in fourier_k_nl_at_z \n=>%s\n",fo.error_message); return _FAILURE_; } printf(" z=%f k_nl=%e\n",z,k_nl); z=1.0; - if (nonlinear_k_nl_at_z(&ba,&nl,z,&k_nl) == _FAILURE_) { - printf("\n\nError in nonlinear_k_nl_at_z \n=>%s\n",nl.error_message); + if (fourier_k_nl_at_z(&ba,&fo,z,&k_nl,&k_nl_cb) == _FAILURE_) { + printf("\n\nError in fourier_k_nl_at_z \n=>%s\n",fo.error_message); return _FAILURE_; } printf(" z=%f k_nl=%e\n",z,k_nl); printf("Non-linear correction factor r_nl=sqrt(P_nl/P_l) written in file with columns (z, k, r_nl\n"); - output=fopen("output/r_nl.dat","w"); + output=fopen("output/r_fo.dat","w"); pvecback=malloc(ba.bg_size_short*sizeof(double)); - for (index_tau=0; index_tau%s\n",ba.error_message); return _FAILURE_; } - z=ba.a_today/pvecback[ba.index_bg_a]-1.; + z=1./pvecback[ba.index_bg_a]-1.; - for (index_k=0; index_k%s\n",nl.error_message); + if (fourier_free(&fo) == _FAILURE_) { + printf("\n\nError in fourier_free \n=>%s\n",fo.error_message); return _FAILURE_; } @@ -130,8 +131,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); + if (perturbations_free(&pt) == _FAILURE_) { + printf("\n\nError in perturbations_free \n=>%s\n",pt.error_message); return _FAILURE_; } diff --git a/test/test_harmonic.c b/test/test_harmonic.c new file mode 100644 index 00000000..e39e0e3c --- /dev/null +++ b/test/test_harmonic.c @@ -0,0 +1,126 @@ +/** @file test_harmonic.c + * + * Julien Lesgourgues, 26.08.2010 + * + * main intended for computing power spectra, not using the output module. + * + */ + +#include "class.h" + +int main(int argc, char **argv) { + + struct precision pr; /* for precision parameters */ + struct background ba; /* for cosmological background */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct primordial pm; /* for primordial spectra */ + struct fourier fo; /* for non-linear spectra */ + struct transfer tr; /* for transfer functions */ + struct harmonic hr; /* for output spectra */ + struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ + struct output op; /* for output files */ + ErrorMsg errmsg; /* for error messages */ + + if (input_init(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op,errmsg) == _FAILURE_) { + printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); + return _FAILURE_; + } + + if (background_init(&pr,&ba) == _FAILURE_) { + printf("\n\nError running background_init \n=>%s\n",ba.error_message); + return _FAILURE_; + } + + if (thermodynamics_init(&pr,&ba,&th) == _FAILURE_) { + printf("\n\nError in thermodynamics_init \n=>%s\n",th.error_message); + return _FAILURE_; + } + + if (perturbations_init(&pr,&ba,&th,&pt) == _FAILURE_) { + printf("\n\nError in perturbations_init \n=>%s\n",pt.error_message); + return _FAILURE_; + } + + if (primordial_init(&pr,&pt,&pm) == _FAILURE_) { + printf("\n\nError in primordial_init \n=>%s\n",pm.error_message); + return _FAILURE_; + } + + if (fourier_init(&pr,&ba,&th,&pt,&pm,&fo) == _FAILURE_) { + printf("\n\nError in fourier_init \n=>%s\n",fo.error_message); + return _FAILURE_; + } + + if (transfer_init(&pr,&ba,&th,&pt,&fo,&tr) == _FAILURE_) { + printf("\n\nError in transfer_init \n=>%s\n",tr.error_message); + return _FAILURE_; + } + + if (harmonic_init(&pr,&ba,&pt,&pm,&fo,&tr,&hr) == _FAILURE_) { + printf("\n\nError in harmonic_init \n=>%s\n",hr.error_message); + return _FAILURE_; + } + + /****** output Cls ******/ + + FILE * output; + int index_mode=0; + int index_ic1_ic2=0; + int index_ct=0; + int index_l; + + if (pt.has_cmb == _TRUE_) { + + output=fopen("output/testing_cls.dat","w"); + + for (index_l=0; index_l < hr.l_size[index_mode]; index_l++) + fprintf(output,"%g %g\n", + hr.l[index_l], + hr.cl[index_mode][(index_l * hr.ic_ic_size[index_mode] + index_ic1_ic2) * hr.ct_size + index_ct]); + + fclose(output); + + } + + /****************************/ + + if (harmonic_free(&hr) == _FAILURE_) { + printf("\n\nError in harmonic_free \n=>%s\n",hr.error_message); + return _FAILURE_; + } + + if (transfer_free(&tr) == _FAILURE_) { + printf("\n\nError in transfer_free \n=>%s\n",tr.error_message); + return _FAILURE_; + } + + if (fourier_free(&fo) == _FAILURE_) { + printf("\n\nError in fourier_free \n=>%s\n",fo.error_message); + return _FAILURE_; + } + + if (primordial_free(&pm) == _FAILURE_) { + printf("\n\nError in primordial_free \n=>%s\n",pm.error_message); + return _FAILURE_; + } + + if (perturbations_free(&pt) == _FAILURE_) { + printf("\n\nError in perturbations_free \n=>%s\n",pt.error_message); + return _FAILURE_; + } + + if (thermodynamics_free(&th) == _FAILURE_) { + printf("\n\nError in thermodynamics_free \n=>%s\n",th.error_message); + return _FAILURE_; + } + + if (background_free(&ba) == _FAILURE_) { + printf("\n\nError in background_free \n=>%s\n",ba.error_message); + return _FAILURE_; + } + + return _SUCCESS_; + +} diff --git a/test/test_loops.c b/test/test_loops.c old mode 100755 new mode 100644 index 450d49bf..bd3f6792 --- a/test/test_loops.c +++ b/test/test_loops.c @@ -12,13 +12,14 @@ int class( struct file_content *pfc, struct precision * ppr, struct background * pba, - struct thermo * pth, - struct perturbs * ppt, + struct thermodynamics * pth, + struct perturbations * ppt, struct primordial * ppm, - struct nonlinear * pnl, - struct transfers * ptr, - struct spectra * psp, + struct fourier * pfo, + struct transfer * ptr, + struct harmonic * phr, struct lensing * ple, + struct distortions * psd, struct output * pop, int l_max, double ** cl, @@ -26,7 +27,7 @@ int class( int l; - class_call(input_init(pfc,ppr,pba,pth,ppt,ptr,ppm,psp,pnl,ple,pop,errmsg), + class_call(input_read_from_file(pfc,ppr,pba,pth,ppt,ptr,ppm,phr,pfo,ple,psd,pop,errmsg), errmsg, errmsg); @@ -38,7 +39,7 @@ int class( pth->error_message, errmsg); - class_call(perturb_init(ppr,pba,pth,ppt), + class_call(perturbations_init(ppr,pba,pth,ppt), ppt->error_message, errmsg); @@ -46,19 +47,19 @@ int class( ppm->error_message, errmsg); - class_call(nonlinear_init(ppr,pba,pth,ppt,ppm,pnl), - pnl->error_message, + class_call(fourier_init(ppr,pba,pth,ppt,ppm,pfo), + pfo->error_message, errmsg); - class_call(transfer_init(ppr,pba,pth,ppt,pnl,ptr), + class_call(transfer_init(ppr,pba,pth,ppt,pfo,ptr), ptr->error_message, errmsg); - class_call(spectra_init(ppr,pba,ppt,ppm,pnl,ptr,psp), - psp->error_message, + class_call(harmonic_init(ppr,pba,ppt,ppm,pfo,ptr,phr), + phr->error_message, errmsg); - class_call(lensing_init(ppr,ppt,psp,pnl,ple), + class_call(lensing_init(ppr,ppt,phr,pfo,ple), ple->error_message, errmsg); @@ -66,8 +67,8 @@ int class( for (l=2; l <= l_max; l++) { - class_call(output_total_cl_at_l(psp,ple,pop,(double)l,cl[l]), - psp->error_message, + class_call(output_total_cl_at_l(phr,ple,pop,(double)l,cl[l]), + phr->error_message, errmsg); } @@ -77,23 +78,23 @@ int class( ple->error_message, errmsg); - class_call(spectra_free(psp), - psp->error_message, + class_call(harmonic_free(phr), + phr->error_message, errmsg); class_call(transfer_free(ptr), ptr->error_message, errmsg); - class_call(nonlinear_free(pnl), - pnl->error_message, + class_call(fourier_free(pfo), + pfo->error_message, errmsg); class_call(primordial_free(ppm), ppm->error_message, errmsg); - class_call(perturb_free(ppt), + class_call(perturbations_free(ppt), ppt->error_message, errmsg); @@ -113,13 +114,14 @@ int main() { struct precision pr; /* for precision parameters */ struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct transfer tr; /* for transfer functions */ struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ + struct harmonic hr; /* for output spectra */ + struct fourier fo; /* for non-linear spectra */ struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ struct output op; /* for output files */ ErrorMsg errmsg; /* for error messages */ @@ -187,7 +189,7 @@ int main() { printf("#run with omega_b = %s\n",fc.value[4]); /* calls class and return the C_l's*/ - if (class(&fc,&pr,&ba,&th,&pt,&pm,&nl,&tr,&sp,&le,&op,l_max,cl,errmsg) == _FAILURE_) { + if (class(&fc,&pr,&ba,&th,&pt,&pm,&fo,&tr,&hr,&le,&sd,&op,l_max,cl,errmsg) == _FAILURE_) { printf("\n\nError in class \n=>%s\n",errmsg); return _FAILURE_; } @@ -196,9 +198,9 @@ int main() { for (l=2;l<=l_max;l++) { fprintf(stdout,"%d %e %e %e\n", l, - cl[l][sp.index_ct_tt], - cl[l][sp.index_ct_ee], - cl[l][sp.index_ct_te]); + cl[l][hr.index_ct_tt], + cl[l][hr.index_ct_ee], + cl[l][hr.index_ct_te]); } fprintf(stdout,"\n"); } diff --git a/test/test_loops_omp.c b/test/test_loops_omp.c index 8fd67b27..c6a78d71 100644 --- a/test/test_loops_omp.c +++ b/test/test_loops_omp.c @@ -1,311 +1,313 @@ -/** @file class.c - * Julien Lesgourgues, 17.04.2011 - */ - -/* this main calls CLASS several times in a loop, with different input - parameters. It illustrates how the code could be interfaced with a - parameter extraction code. */ - -/* JL 17.03.2016: implemented here nested openMP loops. The user - chooses how many instances of CLASS are run in parallel (by setting - the variable number_of_class_instances below). Each of them uses a - number of thread such that all cores are used. */ - -#include "class.h" - -int class( - struct file_content *pfc, - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct primordial * ppm, - struct nonlinear * pnl, - struct transfers * ptr, - struct spectra * psp, - struct lensing * ple, - struct output * pop, - int l_max, - double ** cl, - ErrorMsg errmsg) { - - int l; - - class_call(input_init(pfc,ppr,pba,pth,ppt,ptr,ppm,psp,pnl,ple,pop,errmsg), - errmsg, - errmsg); - - class_call(background_init(ppr,pba), - pba->error_message, - errmsg); - - class_call(thermodynamics_init(ppr,pba,pth), - pth->error_message, - errmsg); - - class_call(perturb_init(ppr,pba,pth,ppt), - ppt->error_message, - errmsg); - - class_call(primordial_init(ppr,ppt,ppm), - ppm->error_message, - errmsg); - - class_call(nonlinear_init(ppr,pba,pth,ppt,ppm,pnl), - pnl->error_message, - errmsg); - - class_call(transfer_init(ppr,pba,pth,ppt,pnl,ptr), - ptr->error_message, - errmsg); - - class_call(spectra_init(ppr,pba,ppt,ppm,pnl,ptr,psp), - psp->error_message, - errmsg); - - class_call(lensing_init(ppr,ppt,psp,pnl,ple), - ple->error_message, - errmsg); - - /****** write the Cl values in the input array cl[l] *******/ - - for (l=2; l <= l_max; l++) { - - class_call(output_total_cl_at_l(psp,ple,pop,(double)l,cl[l]), - psp->error_message, - errmsg); - } - - /****** all calculations done, now free the structures ******/ - - class_call(lensing_free(ple), - ple->error_message, - errmsg); - - class_call(spectra_free(psp), - psp->error_message, - errmsg); - - class_call(transfer_free(ptr), - ptr->error_message, - errmsg); - - class_call(nonlinear_free(pnl), - pnl->error_message, - errmsg); - - class_call(primordial_free(ppm), - ppm->error_message, - errmsg); - - class_call(perturb_free(ppt), - ppt->error_message, - errmsg); - - class_call(thermodynamics_free(pth), - pth->error_message, - errmsg); - - class_call(background_free(pba), - pba->error_message, - errmsg); - - return _SUCCESS_; - -} - -int main() { - - /* shared variable that will be common to all CLASS instances */ - int i; - int l,l_max; - int num_ct_max=7; - int num_loops=10; - - struct file_content fc; - ErrorMsg errmsg_parser; - - int total_number_of_threads; - int number_of_class_instances; - int number_of_threads_inside_class; - - int index_ct_tt; - int index_ct_ee; - int index_ct_te; - - /* dealing with the openMP part (number of instances, number of - threads per instance...) */ - -#ifdef _OPENMP - - /* Determine the number of threads, class instances and nested - threads */ - total_number_of_threads = omp_get_max_threads(); - - /* User-fixed number of CLASS instances to be run in parallel (Total - number of threads should be dividable by this number) */ - number_of_class_instances=2; - - if ((total_number_of_threads % number_of_class_instances) != 0) - printf("The total number of threads, %d, is not a mutiple of the requested number of CLASS instances, %d\n",total_number_of_threads,number_of_class_instances); - number_of_threads_inside_class = total_number_of_threads/number_of_class_instances; - - /* inferred number of threads per instance */ - printf("# Total number of available threads = %d, used to run\n", - total_number_of_threads); - printf("# -> %d CLASS executables in parallel\n", - number_of_class_instances); - printf("# -> %d threads inside each CLASS executables\n", - number_of_threads_inside_class); - - /* Turn on nested parallelism */ - omp_set_nested(1); -#endif - - /* choose a value of l_max in C_l's */ - l_max=3000; - - /* all parameters for which we don't want to keep default values - should be passed to the code through a file_content - structure. Create such a structure with the size you need: 10 in - this exemple */ - parser_init(&fc,10,"",errmsg_parser); - - /* assign values to these 9 parameters. Some will be fixed, some - will be varied in the loop. */ - strcpy(fc.name[0],"output"); - strcpy(fc.value[0],"tCl,pCl,lCl"); - - strcpy(fc.name[1],"l_max_scalars"); - sprintf(fc.value[1],"%d",l_max); - - strcpy(fc.name[2],"lensing"); - sprintf(fc.value[2],"yes"); - - strcpy(fc.name[3],"H0"); - sprintf(fc.value[3],"%e",72.); - - strcpy(fc.name[4],"omega_b"); - sprintf(fc.value[4],"%e",0.024); - - strcpy(fc.name[5],"omega_cdm"); - sprintf(fc.value[5],"%e",0.05); - - strcpy(fc.name[6],"z_reio"); - sprintf(fc.value[6],"%e",10.); - - strcpy(fc.name[7],"A_s"); - sprintf(fc.value[7],"%e",2.3e-9); - - strcpy(fc.name[8],"n_s"); - sprintf(fc.value[8],"%e",1.); - - strcpy(fc.name[9],"perturbations_verbose"); - sprintf(fc.value[9],"%d",0); // Trick: set to 2 to cross-check actual number of threads per CLASS instance - - /* Create an array of Cl's where all results will be stored for each parameter value in the loop */ - double *** cl; - cl = malloc(num_loops*sizeof(double**)); - - /* Create one thread for each instance of CLASS */ -#pragma omp parallel num_threads(number_of_class_instances) - { - - /* set the number of threads inside each CLASS instance */ -#ifdef _OPENMP - omp_set_num_threads(number_of_threads_inside_class); -#endif - - /* for each thread/instance, create all CLASS input/output - structures (these variables are being declared insode the - parallel zone, hence they are openMP private variables) */ - - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ - struct lensing le; /* for lensed spectra */ - struct output op; /* for output files */ - ErrorMsg errmsg; /* for error messages */ - - struct file_content fc_local; - int j,iam; - - /* copy the shared file content into the local file content used by each instance */ - parser_init(&fc_local,fc.size,"",errmsg); - for (j=0; j < fc.size; j++) { - strcpy(fc_local.value[j],fc.value[j]); - strcpy(fc_local.name[j],fc.name[j]); - fc_local.read[j]=fc.read[j]; - } - - /* loop over (num_loops) values of some parameters: in this exemple, omega_b */ -#pragma omp for schedule(static,1) - for (i=0; i<=num_loops; i++) { - -#ifdef _OPENMP - iam=omp_get_thread_num(); -#else - iam=0; -#endif - - /* assign one value to omega_b */ - sprintf(fc_local.value[4],"%e",0.01+i*0.002); - - printf("# %d\tthread=%d : running with omega_b = %s\n",i,iam,fc_local.value[4]); - - /* allocate the array where the Cl's calculated by one instance - will be written (we could add another array with P(k), or - extract other results from the code - here we assume that we - are interested in the C_l's only */ - cl[i]=malloc((l_max+1)*sizeof(double*)); - for (l=0;l<=l_max;l++) - cl[i][l]=malloc(num_ct_max*sizeof(double)); - - /* calls class and return the C_l's*/ - if (class(&fc_local,&pr,&ba,&th,&pt,&pm,&nl,&tr,&sp,&le,&op,l_max,cl[i],errmsg) == _FAILURE_) { - printf("\n\nError in class \n=>%s\n",errmsg); - //return _FAILURE_; - } - - /* if this is the first call, extract dynamically the value of indices used in the output */ - if ((i==0) && (iam==0)) { - index_ct_tt=sp.index_ct_tt; - index_ct_te=sp.index_ct_te; - index_ct_ee=sp.index_ct_ee; - } - - } // end of loop over parameters - } // end parallel zone - - /* write in file the lensed C_l^TT, C_l^EE, C_l^TE's obtained in all runs */ - - FILE * out=fopen("output/test_loops_omp.dat","w"); - - for (i=0; ierror_message, + errmsg); + + class_call(thermodynamics_init(ppr,pba,pth), + pth->error_message, + errmsg); + + class_call(perturbations_init(ppr,pba,pth,ppt), + ppt->error_message, + errmsg); + + class_call(primordial_init(ppr,ppt,ppm), + ppm->error_message, + errmsg); + + class_call(fourier_init(ppr,pba,pth,ppt,ppm,pfo), + pfo->error_message, + errmsg); + + class_call(transfer_init(ppr,pba,pth,ppt,pfo,ptr), + ptr->error_message, + errmsg); + + class_call(harmonic_init(ppr,pba,ppt,ppm,pfo,ptr,phr), + phr->error_message, + errmsg); + + class_call(lensing_init(ppr,ppt,phr,pfo,ple), + ple->error_message, + errmsg); + + /****** write the Cl values in the input array cl[l] *******/ + + for (l=2; l <= l_max; l++) { + + class_call(output_total_cl_at_l(phr,ple,pop,(double)l,cl[l]), + phr->error_message, + errmsg); + } + + /****** all calculations done, now free the structures ******/ + + class_call(lensing_free(ple), + ple->error_message, + errmsg); + + class_call(harmonic_free(phr), + phr->error_message, + errmsg); + + class_call(transfer_free(ptr), + ptr->error_message, + errmsg); + + class_call(fourier_free(pfo), + pfo->error_message, + errmsg); + + class_call(primordial_free(ppm), + ppm->error_message, + errmsg); + + class_call(perturbations_free(ppt), + ppt->error_message, + errmsg); + + class_call(thermodynamics_free(pth), + pth->error_message, + errmsg); + + class_call(background_free(pba), + pba->error_message, + errmsg); + + return _SUCCESS_; + +} + +int main() { + + /* shared variable that will be common to all CLASS instances */ + int i; + int l,l_max; + int num_ct_max=7; + int num_loops=10; + + struct file_content fc; + ErrorMsg errmsg_parser; + + int total_number_of_threads; + int number_of_class_instances; + int number_of_threads_inside_class; + + int index_ct_tt; + int index_ct_ee; + int index_ct_te; + + /* dealing with the openMP part (number of instances, number of + threads per instance...) */ + +#ifdef _OPENMP + + /* Determine the number of threads, class instances and nested + threads */ + total_number_of_threads = omp_get_max_threads(); + + /* User-fixed number of CLASS instances to be run in parallel (Total + number of threads should be dividable by this number) */ + number_of_class_instances=2; + + if ((total_number_of_threads % number_of_class_instances) != 0) + printf("The total number of threads, %d, is not a mutiple of the requested number of CLASS instances, %d\n",total_number_of_threads,number_of_class_instances); + number_of_threads_inside_class = total_number_of_threads/number_of_class_instances; + + /* inferred number of threads per instance */ + printf("# Total number of available threads = %d, used to run\n", + total_number_of_threads); + printf("# -> %d CLASS executables in parallel\n", + number_of_class_instances); + printf("# -> %d threads inside each CLASS executables\n", + number_of_threads_inside_class); + + /* Turn on nested parallelism */ + omp_set_nested(1); +#endif + + /* choose a value of l_max in C_l's */ + l_max=3000; + + /* all parameters for which we don't want to keep default values + should be passed to the code through a file_content + structure. Create such a structure with the size you need: 10 in + this exemple */ + parser_init(&fc,10,"",errmsg_parser); + + /* assign values to these 9 parameters. Some will be fixed, some + will be varied in the loop. */ + strcpy(fc.name[0],"output"); + strcpy(fc.value[0],"tCl,pCl,lCl"); + + strcpy(fc.name[1],"l_max_scalars"); + sprintf(fc.value[1],"%d",l_max); + + strcpy(fc.name[2],"lensing"); + sprintf(fc.value[2],"yes"); + + strcpy(fc.name[3],"H0"); + sprintf(fc.value[3],"%e",72.); + + strcpy(fc.name[4],"omega_b"); + sprintf(fc.value[4],"%e",0.024); + + strcpy(fc.name[5],"omega_cdm"); + sprintf(fc.value[5],"%e",0.05); + + strcpy(fc.name[6],"z_reio"); + sprintf(fc.value[6],"%e",10.); + + strcpy(fc.name[7],"A_s"); + sprintf(fc.value[7],"%e",2.3e-9); + + strcpy(fc.name[8],"n_s"); + sprintf(fc.value[8],"%e",1.); + + strcpy(fc.name[9],"perturbations_verbose"); + sprintf(fc.value[9],"%d",0); // Trick: set to 2 to cross-check actual number of threads per CLASS instance + + /* Create an array of Cl's where all results will be stored for each parameter value in the loop */ + double *** cl; + cl = malloc(num_loops*sizeof(double**)); + + /* Create one thread for each instance of CLASS */ +#pragma omp parallel num_threads(number_of_class_instances) + { + + /* set the number of threads inside each CLASS instance */ +#ifdef _OPENMP + omp_set_num_threads(number_of_threads_inside_class); +#endif + + /* for each thread/instance, create all CLASS input/output + structures (these variables are being declared insode the + parallel zone, hence they are openMP private variables) */ + + struct precision pr; /* for precision parameters */ + struct background ba; /* for cosmological background */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct transfer tr; /* for transfer functions */ + struct primordial pm; /* for primordial spectra */ + struct harmonic hr; /* for output spectra */ + struct fourier fo; /* for non-linear spectra */ + struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ + struct output op; /* for output files */ + ErrorMsg errmsg; /* for error messages */ + + struct file_content fc_local; + int j,iam; + + /* copy the shared file content into the local file content used by each instance */ + parser_init(&fc_local,fc.size,"",errmsg); + for (j=0; j < fc.size; j++) { + strcpy(fc_local.value[j],fc.value[j]); + strcpy(fc_local.name[j],fc.name[j]); + fc_local.read[j]=fc.read[j]; + } + + /* loop over (num_loops) values of some parameters: in this exemple, omega_b */ +#pragma omp for schedule(static,1) + for (i=0; i<=num_loops; i++) { + +#ifdef _OPENMP + iam=omp_get_thread_num(); +#else + iam=0; +#endif + + /* assign one value to omega_b */ + sprintf(fc_local.value[4],"%e",0.01+i*0.002); + + printf("# %d\tthread=%d : running with omega_b = %s\n",i,iam,fc_local.value[4]); + + /* allocate the array where the Cl's calculated by one instance + will be written (we could add another array with P(k), or + extract other results from the code - here we assume that we + are interested in the C_l's only */ + cl[i]=malloc((l_max+1)*sizeof(double*)); + for (l=0;l<=l_max;l++) + cl[i][l]=malloc(num_ct_max*sizeof(double)); + + /* calls class and return the C_l's*/ + if (class(&fc_local,&pr,&ba,&th,&pt,&pm,&fo,&tr,&hr,&le,&sd,&op,l_max,cl[i],errmsg) == _FAILURE_) { + printf("\n\nError in class \n=>%s\n",errmsg); + //return _FAILURE_; + } + + /* if this is the first call, extract dynamically the value of indices used in the output */ + if ((i==0) && (iam==0)) { + index_ct_tt=hr.index_ct_tt; + index_ct_te=hr.index_ct_te; + index_ct_ee=hr.index_ct_ee; + } + + } // end of loop over parameters + } // end parallel zone + + /* write in file the lensed C_l^TT, C_l^EE, C_l^TE's obtained in all runs */ + + FILE * out=fopen("output/test_loops_omp.dat","w"); + + for (i=0; i%s\n",errmsg); - return _FAILURE_; - } - - //l_max = pt.l_scalar_max; - l_max=3000; - - class_alloc(parameter,param_num*sizeof(double),errmsg); - - class_calloc(noise,(l_max+1),sizeof(double*),errmsg); - for (l=2; l <= l_max; l++) { - class_calloc(noise[l],2,sizeof(double),errmsg); - } - - - if (ref_run >= param_num) { - fprintf(stderr,"ref_run=%d out of allowed range\n",ref_run); - return _FAILURE_; - } - - else if (ref_run >= 0) { - class_alloc(cl,param_num*sizeof(double**),errmsg); - for (i=0; i%s\n",bs.error_message); - return _FAILURE_; - } - - for (i=0; i%s\n",bs.error_message); - return _FAILURE_; - } - - noise_planck(&ba,&th,&sp,noise,l_max); - - for (i=0; i10.) { - fprintf(stderr,"parameter=%e BAD: chi2=%e \n", - parameter[i],chi2); - } - else { - fprintf(stderr,"parameter=%e OK : chi2=%e \n", - parameter[i],chi2); - } - } - - return _SUCCESS_; - -} - - -int class( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct bessels * pbs, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - struct nonlinear * pnl, - struct lensing *ple, - struct output * pop, - int l_max, - double ** cl, - ErrorMsg errmsg) { - - int l; - double ** junk1; - double ** junk2; - - if (background_init(ppr,pba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - if (thermodynamics_init(ppr,pba,pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (perturb_init(ppr,pba,pth,ppt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (bessel_init(ppr,pbs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",pbs->error_message); - return _FAILURE_; - } - - if (transfer_init(ppr,pba,pth,ppt,pbs,ptr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (primordial_init(ppr,ppt,ppm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (spectra_init(ppr,pba,ppt,ptr,ppm,psp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (nonlinear_init(ppr,pba,pth,ppm,psp,pnl) == _FAILURE_) { - printf("\n\nError in nonlinear_init \n=>%s\n",pnl->error_message); - return _FAILURE_; - } - - if (lensing_init(ppr,ppt,psp,pnl,ple) == _FAILURE_) { - printf("\n\nError in lensing_init \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - for (l=2; l <= l_max; l++) { - - if (output_total_cl_at_l(psp,ple,pop,(double)l,cl[l]) == _FAILURE_) { - printf("\n\nError in spectra_cl_at_l \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - } - - /****** done ******/ - - if (lensing_free(ple) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - if (nonlinear_free(pnl) == _FAILURE_) { - printf("\n\nError in nonlinear_free \n=>%s\n",pnl->error_message); - return _FAILURE_; - } - - if (spectra_free(psp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (primordial_free(ppm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (transfer_free(ptr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (bessel_free(pbs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",pbs->error_message); - return _FAILURE_; - } - - if (perturb_free(ppt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (thermodynamics_free(pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (background_free(pba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} - -int class_assuming_bessels_computed( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct bessels * pbs, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - struct nonlinear * pnl, - struct lensing * ple, - struct output * pop, - int l_max, - double ** cl, - ErrorMsg errmsg) { - - int l; - double ** junk1; - double ** junk2; - - if (background_init(ppr,pba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - if (thermodynamics_init(ppr,pba,pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (perturb_init(ppr,pba,pth,ppt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (transfer_init(ppr,pba,pth,ppt,pbs,ptr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (primordial_init(ppr,ppt,ppm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (spectra_init(ppr,pba,ppt,ptr,ppm,psp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (nonlinear_init(ppr,pba,pth,ppm,psp,pnl) == _FAILURE_) { - printf("\n\nError in nonlinear_init \n=>%s\n",pnl->error_message); - return _FAILURE_; - } - - if (lensing_init(ppr,ppt,psp,pnl,ple) == _FAILURE_) { - printf("\n\nError in lensing_init \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - for (l=2; l <= l_max; l++) { - - if (output_total_cl_at_l(psp,ple,pop,(double)l,cl[l]) == _FAILURE_) { - printf("\n\nError in spectra_cl_at_l \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - //fprintf(stderr,"%d %e %e %e\n",l,cl[l][0],cl[l][1],cl[l][2]); - - } - - /****** done ******/ - - if (lensing_free(ple) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - if (nonlinear_free(pnl) == _FAILURE_) { - printf("\n\nError in nonlinear_free \n=>%s\n",pnl->error_message); - return _FAILURE_; - } - - if (spectra_free(psp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (primordial_free(ppm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (transfer_free(ptr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (perturb_free(ppt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (thermodynamics_free(pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (background_free(pba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} - -int chi2_simple( - struct spectra * psp, - double ** cl1, - double ** cl2, - int lmax, - double * chi2) { - - int l; - - *chi2=0.; - for (l=2; l <= lmax; l++) { - *chi2 += - pow(((cl1[l][psp->index_ct_tt]-cl2[l][psp->index_ct_tt]) - /cl2[l][psp->index_ct_tt]),2) + - pow(((cl1[l][psp->index_ct_te]-cl2[l][psp->index_ct_te]) - /cl2[l][psp->index_ct_te]),2) + - pow(((cl1[l][psp->index_ct_ee]-cl2[l][psp->index_ct_ee]) - /cl2[l][psp->index_ct_ee]),2); - } - - return _SUCCESS_; - -} - -int chi2_planck( - struct spectra * psp, - double ** cl1, /* treated as 'theoretical spectrum' */ - double ** cl2, /* treated as 'observed spectrum' */ - double ** nl, - int lmax, - double * chi2) { - - int l; - double fsky=0.8; - double clTT_th,clEE_th,clTE_th; - double clTT_obs,clEE_obs,clTE_obs; - double det_mixed,det_th,det_obs; - double factor; - - *chi2=0.; - for (l=2; l <= lmax; l++) { - -/* if (psp->ct_size == 1) { */ - if (0==1) { - - *chi2 += fsky*(2.*l+1.)*((cl2[l][0]+nl[l][0])/ - (cl1[l][0]+nl[l][0])+ - log((cl1[l][0]+nl[l][0])/(cl2[l][0]+nl[l][0]))-1.); - - //fprintf(stderr,"%d %e %e %e\n",l,cl1[l][0],cl1[l][1],cl1[l][2]); - //fprintf(stderr,"%d %e %e %e\n",l,cl2[l][0],cl2[l][1],cl2[l][2]); - //fprintf(stderr,"%d %e %e\n",l,nl[l][0],nl[l][1]); - -/* *chi2 += fsky*(2.*l+1.)*((cl2[l][0])/ */ -/* (cl1[l][0])+ */ -/* log((cl1[l][0])/(cl2[l][0]))-1.); */ - - -/* factor=l*(l+1.)/2./_PI_; */ -/* printf("%d %e %e %e\n",l,factor*cl1[l][0],factor*cl2[l][0],factor*nl[l][0]); */ - - } - else { - - clTT_th = cl1[l][psp->index_ct_tt]+nl[l][psp->index_ct_tt]; - clEE_th = cl1[l][psp->index_ct_ee]+nl[l][psp->index_ct_ee]; - clTE_th = cl1[l][psp->index_ct_te]; - - clTT_obs = cl2[l][psp->index_ct_tt]+nl[l][psp->index_ct_tt]; - clEE_obs = cl2[l][psp->index_ct_ee]+nl[l][psp->index_ct_ee]; - clTE_obs = cl2[l][psp->index_ct_te]; - - //printf("%e %e %e %e %e %e\n",clTT_th,clTT_obs,clEE_th,clEE_obs,clTE_th,clTE_obs); - - det_mixed = 0.5*(clTT_th*clEE_obs+clTT_obs*clEE_th)-clTE_th*clTE_obs; - - det_th = clTT_th*clEE_th-clTE_th*clTE_th; - - det_obs = clTT_obs*clEE_obs-clTE_obs*clTE_obs; - - *chi2 += fsky*(2.*l+1.)*(2.*(det_mixed/det_th-1.)+log(det_th/det_obs)); - } - } - - return _SUCCESS_; - -} - -int noise_planck( - struct background * pba, - struct thermo * pth, - struct spectra * psp, - double ** nl, - int lmax - ) { - - int num_channel,channel,l; - double * theta, * deltaT, * deltaP; - - num_channel=3; - - theta=malloc(num_channel*sizeof(double)); - deltaT=malloc(num_channel*sizeof(double)); - deltaP=malloc(num_channel*sizeof(double)); - - /* 100 GHz*/ - theta[0]=9.5/3437.75; /* converted from arcmin to radian */ - deltaT[0]=(6.8e-6/pba->Tcmb); /* converted from K to dimensionless */ - deltaP[0]=(10.9e-6/pba->Tcmb); /* converted from K to dimensionless */ - - /* 143 GHz*/ - theta[1]=7.1/3437.75; - deltaT[1]=(6.0e-6/pba->Tcmb); - deltaP[1]=(11.4e-6/pba->Tcmb); - - /* 217 GHz*/ - theta[2]=5.0/3437.75; - deltaT[2]=(13.1e-6/pba->Tcmb); - deltaP[2]=(26.7e-6/pba->Tcmb); - - for (l=2; l<=lmax; l++) { - - for (channel=0; channelhas_tt) { - nl[l][0] += - pow((exp(-l*(l+1.)*theta[channel]*theta[channel]/16./log(2.)) - /theta[channel]/deltaT[channel]),2); - } - if (psp->has_ee) { - nl[l][1] += - pow((exp(-l*(l+1.)*theta[channel]*theta[channel]/16./log(2.)) - /theta[channel]/deltaP[channel]),2); - } - } - - if (psp->has_tt) { - nl[l][0] = 1./nl[l][0]; - } - if (psp->has_ee) { - nl[l][1] = 1./nl[l][1]; - } - - //fprintf(stderr,"%d %e %e\n",l,nl[l][0],nl[l][1]); - - } - - free(theta); - free(deltaT); - free(deltaP); - - return _SUCCESS_; - -} diff --git a/test/test_optimize_1D.c b/test/test_optimize_1D.c deleted file mode 100755 index 7249d0c2..00000000 --- a/test/test_optimize_1D.c +++ /dev/null @@ -1,595 +0,0 @@ -/** @file class.c - * Julien Lesgourgues, 20.04.2010 - */ - -#include "class.h" - -int class( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct bessels * pbs, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - struct lensing *ple, - struct output * pop, - int l_max, - double ** cl, - ErrorMsg errmsg); - -int class_assuming_bessels_computed( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct bessels * pbs, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - struct lensing *ple, - struct output * pop, - int l_max, - double ** cl, - ErrorMsg errmsg); - -int chi2_simple( - struct spectra * psp, - double ** cl1, - double ** cl2, - int lmax, - double * chi2); - -int chi2_planck( - struct spectra * psp, - double ** cl1, - double ** cl2, - double ** nl, - int lmax, - double * chi2); - -int noise_planck( - struct background * pba, - struct thermo * pth, - struct spectra * psp, - double ** nl, - int lmax - ); - -int main(int argc, char **argv) { - - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct bessels bs; /* for bessel functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct lensing le; /* for lensed spectra */ - struct output op; /* for output files */ - struct spectra_nl nl; /* for calculation of non-linear spectra */ - - ErrorMsg errmsg; - - int i,l_max,l; - - struct file_content fc; - - double parameter_initial,parameter_logstep; - double * parameter; - int param_num; - - double *** cl; - double ** noise; - double chi2,chi2_bis; - double percentage,max_percentage; - int max_l; - int ref_run; - - l_max=2500; - - parser_init(&fc,4,errmsg); - - strcpy(fc.name[0],"output"); - strcpy(fc.value[0],"tCl,pCl"); - - strcpy(fc.name[1],"l_max_scalars"); - sprintf(fc.value[1],"%d",l_max); - -/* strcpy(fc.name[2],"perturbations_verbose"); */ -/* sprintf(fc.value[2],"%d",2); */ - -/*******************************************************/ - - strcpy(fc.name[2],"lensing"); - strcpy(fc.value[2],"no"); - - strcpy(fc.name[3],"transfer_cut_threshold_cl"); - - parameter_initial=1.e-7; - parameter_logstep=1.3; - - param_num=30; - ref_run=0; - -/*******************************************************/ - - class_alloc(cl,param_num*sizeof(double**),errmsg); - class_alloc(parameter,param_num*sizeof(double),errmsg); - for (i=0; i%s\n",errmsg); - return _FAILURE_; - } - - if (i==0) { - - if (bessel_init(&pr,&bs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",bs.error_message); - return _FAILURE_; - } - } - - - /* class(&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&le,&op,l_max,cl[i],errmsg); */ - class_assuming_bessels_computed(&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&le,&op,l_max,cl[i],errmsg); - - -/* for (l=2; l <= 2500; l++) */ -/* printf("%d %e %e %e\n",l, */ - /* (l*(l+1)/2./_PI_)*cl[i][l][0], */ /* here cl is the dimensionless C_l */ - /* (l*(l+1)/2./_PI_)*cl[i][l][1], */ /* multiply by pow((th.Tcmb*1.e6),2) for muK */ -/* (l*(l+1)/2./_PI_)*cl[i][l][2]); */ - -/* printf("\n"); */ - - } - - if (bessel_free(&bs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",bs.error_message); - return _FAILURE_; - } - -/* for (i=0; i max_percentage) { */ -/* max_percentage = percentage; */ -/* max_l = l; */ -/* } */ -/* } */ - -/* chi2_simple(cl[i],cl[param_num-1],2500,&chi2_bis); */ - -/* fprintf(stderr,"parameter=%e chi2=%e (%e) l=%d percentage=%g\n", */ -/* parameter[i],chi2,chi2_bis,max_l,max_percentage); */ -/* } */ - - noise_planck(&ba,&th,&sp,noise,l_max); - -/* for (l=2;l<=l_max;l++) { */ -/* printf("%d %e %e %e %e %e %e\n",l, */ -/* (l*(l+1)/2./_PI_)*cl[0][l][0]*pow(th.Tcmb*1.e6,2), */ -/* (l*(l+1)/2./_PI_)*cl[0][l][1]*pow(th.Tcmb*1.e6,2), */ -/* (l*(l+1)/2./_PI_)*cl[0][l][2]*pow(th.Tcmb*1.e6,2), */ -/* (l*(l+1)/2./_PI_)*noise[l][0]*pow(th.Tcmb*1.e6,2), */ -/* (l*(l+1)/2./_PI_)*noise[l][1]*pow(th.Tcmb*1.e6,2), */ -/* (l*(l+1)/2./_PI_)*noise[l][2]*pow(th.Tcmb*1.e6,2)); */ -/* } */ - - for (i=0; i0.1) { - fprintf(stderr,"parameter=%e BAD: chi2=%2g \n", - parameter[i],chi2); - } - else { - fprintf(stderr,"parameter=%e OK : chi2=%e \n", - parameter[i],chi2); - } - } - - return _SUCCESS_; - -} - - -int class( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct bessels * pbs, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - struct lensing *ple, - struct output * pop, - int l_max, - double ** cl, - ErrorMsg errmsg) { - - int l; - double ** junk1; - double ** junk2; - - if (background_init(ppr,pba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - if (thermodynamics_init(ppr,pba,pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (perturb_init(ppr,pba,pth,ppt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (bessel_init(ppr,pbs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",pbs->error_message); - return _FAILURE_; - } - - if (transfer_init(ppr,pba,pth,ppt,pbs,ptr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (primordial_init(ppr,ppt,ppm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (spectra_init(pba,ppt,ptr,ppm,psp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (lensing_init(ppr,ppt,psp,pnl,ple) == _FAILURE_) { - printf("\n\nError in lensing_init \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - for (l=2; l <= l_max; l++) { - - if (output_total_cl_at_l(psp,ple,pop,(double)l,cl[l]) == _FAILURE_) { - printf("\n\nError in spectra_cl_at_l \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - } - - /****** done ******/ - - if (spectra_free(psp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (primordial_free(ppm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (transfer_free(ptr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (bessel_free(pbs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",pbs->error_message); - return _FAILURE_; - } - - if (perturb_free(ppt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (thermodynamics_free(pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (background_free(pba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} - -int class_assuming_bessels_computed( - struct precision * ppr, - struct background * pba, - struct thermo * pth, - struct perturbs * ppt, - struct bessels * pbs, - struct transfers * ptr, - struct primordial * ppm, - struct spectra * psp, - struct lensing * ple, - struct output * pop, - int l_max, - double ** cl, - ErrorMsg errmsg) { - - int l; - double ** junk1; - double ** junk2; - - if (background_init(ppr,pba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - if (thermodynamics_init(ppr,pba,pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (perturb_init(ppr,pba,pth,ppt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (transfer_init(ppr,pba,pth,ppt,pbs,ptr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (primordial_init(ppr,ppt,ppm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (spectra_init(pba,ppt,ptr,ppm,psp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (lensing_init(ppr,ppt,psp,pnl,ple) == _FAILURE_) { - printf("\n\nError in lensing_init \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - for (l=2; l <= l_max; l++) { - - if (output_total_cl_at_l(psp,ple,pop,(double)l,cl[l]) == _FAILURE_) { - printf("\n\nError in spectra_cl_at_l \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - } - - /****** done ******/ - - if (lensing_free(ple) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",ple->error_message); - return _FAILURE_; - } - - if (spectra_free(psp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",psp->error_message); - return _FAILURE_; - } - - if (primordial_free(ppm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",ppm->error_message); - return _FAILURE_; - } - - if (transfer_free(ptr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",ptr->error_message); - return _FAILURE_; - } - - if (perturb_free(ppt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",ppt->error_message); - return _FAILURE_; - } - - if (thermodynamics_free(pth) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",pth->error_message); - return _FAILURE_; - } - - if (background_free(pba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",pba->error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} - -int chi2_simple( - struct spectra * psp, - double ** cl1, - double ** cl2, - int lmax, - double * chi2) { - - int l; - - *chi2=0.; - for (l=2; l <= lmax; l++) { - *chi2 += - pow(((cl1[l][psp->index_ct_tt]-cl2[l][psp->index_ct_tt]) - /cl2[l][psp->index_ct_tt]),2) + - pow(((cl1[l][psp->index_ct_te]-cl2[l][psp->index_ct_te]) - /cl2[l][psp->index_ct_te]),2) + - pow(((cl1[l][psp->index_ct_ee]-cl2[l][psp->index_ct_ee]) - /cl2[l][psp->index_ct_ee]),2); - } - - return _SUCCESS_; - -} - -int chi2_planck( - struct spectra * psp, - double ** cl1, /* treated as 'theoretical spectrum' */ - double ** cl2, /* treated as 'observed spectrum' */ - double ** nl, - int lmax, - double * chi2) { - - int l; - double fsky=0.8; - double clTT_th,clEE_th,clTE_th; - double clTT_obs,clEE_obs,clTE_obs; - double det_mixed,det_th,det_obs; - double factor; - - *chi2=0.; - for (l=2; l <= lmax; l++) { - -/* if (psp->ct_size == 1) { */ - if (0==1) { - - *chi2 += fsky*(2.*l+1.)*((cl2[l][0]+nl[l][0])/ - (cl1[l][0]+nl[l][0])+ - log((cl1[l][0]+nl[l][0])/(cl2[l][0]+nl[l][0]))-1.); - -/* *chi2 += fsky*(2.*l+1.)*((cl2[l][0])/ */ -/* (cl1[l][0])+ */ -/* log((cl1[l][0])/(cl2[l][0]))-1.); */ - - -/* factor=l*(l+1.)/2./_PI_; */ -/* printf("%d %e %e %e\n",l,factor*cl1[l][0],factor*cl2[l][0],factor*nl[l][0]); */ - - } - else { - - clTT_th = cl1[l][psp->index_ct_tt]+nl[l][psp->index_ct_tt]; - clEE_th = cl1[l][psp->index_ct_ee]+nl[l][psp->index_ct_ee]; - clTE_th = cl1[l][psp->index_ct_te]; - - clTT_obs = cl2[l][psp->index_ct_tt]+nl[l][psp->index_ct_tt]; - clEE_obs = cl2[l][psp->index_ct_ee]+nl[l][psp->index_ct_ee]; - clTE_obs = cl2[l][psp->index_ct_te]; - - det_mixed = 0.5*(clTT_th*clEE_obs+clTT_obs*clEE_th)-clTE_th*clTE_obs; - - det_th = clTT_th*clEE_th-clTE_th*clTE_th; - - det_obs = clTT_obs*clEE_obs-clTE_obs*clTE_obs; - - *chi2 += fsky*(2.*l+1.)*(2.*(det_mixed/det_th-1.)+log(det_th/det_obs)); - } - } - - return _SUCCESS_; - -} - -int noise_planck( - struct background * pba, - struct thermo * pth, - struct spectra * psp, - double ** nl, - int lmax - ) { - - int num_channel,channel,l; - double * theta, * deltaT, * deltaP; - - num_channel=3; - - theta=malloc(num_channel*sizeof(double)); - deltaT=malloc(num_channel*sizeof(double)); - deltaP=malloc(num_channel*sizeof(double)); - - /* 100 GHz*/ - theta[0]=9.5/3437.75; /* converted from arcmin to radian */ - deltaT[0]=(6.8e-6/pba->Tcmb); /* converted from K to dimensionless */ - deltaP[0]=(10.9e-6/pba->Tcmb); /* converted from K to dimensionless */ - - /* 143 GHz*/ - theta[1]=7.1/3437.75; - deltaT[1]=(6.0e-6/pba->Tcmb); - deltaP[1]=(11.4e-6/pba->Tcmb); - - /* 217 GHz*/ - theta[2]=5.0/3437.75; - deltaT[2]=(13.1e-6/pba->Tcmb); - deltaP[2]=(26.7e-6/pba->Tcmb); - - for (l=2; l<=lmax; l++) { - - for (channel=0; channelhas_tt) { - nl[l][psp->index_ct_tt] += - pow((exp(-l*(l+1.)*theta[channel]*theta[channel]/16./log(2.)) - /theta[channel]/deltaT[channel]),2); - } - if (psp->has_ee) { - nl[l][psp->index_ct_ee] += - pow((exp(-l*(l+1.)*theta[channel]*theta[channel]/16./log(2.)) - /theta[channel]/deltaP[channel]),2); - } - } - - if (psp->has_tt) { - nl[l][psp->index_ct_tt] = 1./nl[l][psp->index_ct_tt]; - } - if (psp->has_ee) { - nl[l][psp->index_ct_ee] = 1./nl[l][psp->index_ct_ee]; - } - } - - free(theta); - free(deltaT); - free(deltaP); - - return _SUCCESS_; - -} diff --git a/test/test_pbc.c b/test/test_pbc.c deleted file mode 100755 index ae439e98..00000000 --- a/test/test_pbc.c +++ /dev/null @@ -1,196 +0,0 @@ -/** @file class.c - * Julien Lesgourgues, 20.04.2010 - */ - -#include "class.h" - -int main(int argc, char **argv) { - - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct bessels bs; /* for bessel functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct lensing le; /* for lensing spectra */ - struct output op; /* for output files */ - struct spectra_nl nl; /* for calculation of non-linear spectra */ - ErrorMsg errmsg; - - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&le,&op,&nl,errmsg) == _FAILURE_) { - printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); - return _FAILURE_; - } - - if (background_init(&pr,&ba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - if (thermodynamics_init(&pr,&ba,&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (bessel_init(&pr,&bs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",bs.error_message); - return _FAILURE_; - } - - if (transfer_init(&pr,&ba,&th,&pt,&bs,&tr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (primordial_init(&pr,&pt,&pm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (spectra_init(&ba,&pt,&tr,&pm,&sp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - if (output_init(&ba,&pt,&sp,&op) == _FAILURE_) { - printf("\n\nError in output_init \n=>%s\n",op.error_message); - return _FAILURE_; - } - - /****** done ******/ - - int index_mode=0; - int index_eta; - int index_ic=0; - int index_k; - double delta_rho_bc,rho_bc; - double delta_i,rho_i; - double P_bc; - int last_index_back; - double * pvecback_long; - double k,pk; - FILE * output; - double z,eta; - double * tki; - - if(pt.has_matter_transfers == _FALSE_) { - printf("You need to switch on mTk calculation for this code\n"); - return _FAILURE_; - } - - output=fopen("output/Pcb.dat","w"); - - class_alloc(pvecback_long,sizeof(double)*ba.bg_size,errmsg); - class_alloc(tki,sizeof(double)*sp.ln_k_size*sp.tr_size,errmsg); - - z=0.; - - if(background_eta_of_z(&ba,z,&eta) == _FAILURE_) { - printf("\n\nError running background_eta_of_z \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - if(background_at_eta(&ba, - eta, - long_info, - normal, - &last_index_back, - pvecback_long) == _FAILURE_) { - printf("\n\nError running background_at_eta \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - if (spectra_tk_at_z(&ba,&sp,z,tki) == _FAILURE_) { - printf("\n\nError in spectra_tk_at_z \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - for (index_k=0; index_k%s\n",pm.error_message); - return _FAILURE_; - } - - P_bc=pk*pow(delta_rho_bc/rho_bc,2)*2.*_PI_*_PI_/k/k/k; - - fprintf(output,"%e %e\n",k,P_bc); - - } - - /******************/ - - if (spectra_free(&sp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - if (primordial_free(&pm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (transfer_free(&tr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (bessel_free(&bs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",bs.error_message); - return _FAILURE_; - } - - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (thermodynamics_free(&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (background_free(&ba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} diff --git a/test/test_perturbations.c b/test/test_perturbations.c old mode 100755 new mode 100644 index 3ea594ea..f91059fd --- a/test/test_perturbations.c +++ b/test/test_perturbations.c @@ -10,17 +10,18 @@ int main(int argc, char **argv) { struct precision pr; /* for precision parameters */ struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct transfer tr; /* for transfer functions */ struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ + struct harmonic hr; /* for output spectra */ + struct fourier fo; /* for non-linear spectra */ struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ struct output op; /* for output files */ ErrorMsg errmsg; /* for error messages */ - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,errmsg) == _FAILURE_) { + if (input_init(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op,errmsg) == _FAILURE_) { printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); return _FAILURE_; } @@ -35,8 +36,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); + if (perturbations_init(&pr,&ba,&th,&pt) == _FAILURE_) { + printf("\n\nError in perturbations_init \n=>%s\n",pt.error_message); return _FAILURE_; } @@ -81,8 +82,8 @@ int main(int argc, char **argv) { /****** all calculations done, now free the structures ******/ - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); + if (perturbations_free(&pt) == _FAILURE_) { + printf("\n\nError in perturbations_free \n=>%s\n",pt.error_message); return _FAILURE_; } diff --git a/test/test_spectra.c b/test/test_spectra.c deleted file mode 100755 index 43b9c77a..00000000 --- a/test/test_spectra.c +++ /dev/null @@ -1,163 +0,0 @@ -/** @file test_spectra.c - * - * Julien Lesgourgues, 26.08.2010 - * - * main intended for computing power spectra, not using the output module. - * - */ - -#include "class.h" - -main(int argc, char **argv) { - - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct bessels bs; /* for bessel functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct output op; /* for output files */ - struct spectra_nl nl; /* for calculation of non-linear spectra */ - - ErrorMsg errmsg; - - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&op,&nl,errmsg) == _FAILURE_) { - printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); - return _FAILURE_; - } - - if (background_init(&pr,&ba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - if (thermodynamics_init(&pr,&ba,&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (bessel_init(&pr,&bs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",bs.error_message); - return _FAILURE_; - } - - if (transfer_init(&pr,&ba,&th,&pt,&bs,&tr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (primordial_init(&pr,&pt,&pm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (spectra_init(&ba,&pt,&tr,&pm,&sp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - FILE * output; - int index_mode=0; - - /****** output Cls ******/ - - int index_ic1_ic2=0; - int index_ct=0; - int index_l; - - if (pt.has_cmb == _TRUE_) { - - output=fopen("output/testing_cls.dat","w"); - - for (index_l=0; index_l < sp.l_size[index_mode]; index_l++) - fprintf(output,"%g %g\n", - sp.l[index_mode][index_l], - sp.cl[index_mode][(index_l * sp.ic_ic_size[index_mode] + index_ic1_ic2) * sp.ct_size + index_ct]); - - fclose(output); - - } - - /****** output P(k) ******/ - - int index_eta = sp.ln_eta_size-1; - int index_k; - double pk; - double junk; - - if (pt.has_pk_matter == _TRUE_) { - - output=fopen("output/testing_pks.dat","w"); - - for (index_k=0; index_k < sp.ln_k_size; index_k++) - fprintf(output,"%g %g\n", - sp.ln_k[index_k], - sp.ln_pk[(index_eta * sp.ln_k_size + index_k) * sp.ic_ic_size[index_mode] + index_ic1_ic2]); - - fclose(output); - - } - - /****** output T_i(k) ******/ - - int index_ic=0; - int index_tr; - double * tk; - double * tkk; - - if (pt.has_matter_transfers == _TRUE_) { - - output=fopen("output/testing_tks.dat","w"); - - for (index_k=0; index_k < sp.ln_k_size; index_k++) { - fprintf(output,"%g",sp.ln_k[index_k]); - for (index_tr=0; index_tr < sp.tr_size; index_tr++) { - fprintf(output," %g", - sp.matter_transfer[((index_eta * sp.ln_k_size + index_k) * sp.ic_size[index_mode] + index_ic) * sp.tr_size + index_tr]); - } - fprintf(output,"\n"); - } - } - - - - /****************************/ - - if (primordial_free(&pm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (transfer_free(&tr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (bessel_free(&bs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",bs.error_message); - return _FAILURE_; - } - - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (thermodynamics_free(&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (background_free(&ba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",ba.error_message); - return _FAILURE_; - } - -} diff --git a/test/test_thermodynamics.c b/test/test_thermodynamics.c old mode 100755 new mode 100644 index 4b4ee25d..8b4c7569 --- a/test/test_thermodynamics.c +++ b/test/test_thermodynamics.c @@ -1,7 +1,7 @@ -/** @file class.c - * Julien Lesgourgues, 17.04.2011 +/** @file class.c + * Julien Lesgourgues, 17.04.2011 */ - + /* th main runs only the background and thermodynamics parts */ #include "class.h" @@ -10,18 +10,19 @@ int main(int argc, char **argv) { struct precision pr; /* for precision parameters */ struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct transfer tr; /* for transfer functions */ struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ + struct harmonic hr; /* for output spectra */ + struct fourier fo; /* for non-linear spectra */ struct lensing le; /* for lensed sepctra */ + struct distortions sd; /* for spectral distortions */ struct output op; /* for output files */ ErrorMsg errmsg; /* for error message */ - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,errmsg) == _FAILURE_) { - printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); + if (input_init(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op,errmsg) == _FAILURE_) { + printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); return _FAILURE_; } @@ -38,7 +39,7 @@ int main(int argc, char **argv) { /********************************************/ /***** output thermodynamics quantities *****/ /********************************************/ - + int i; double tau; double z; @@ -92,12 +93,10 @@ int main(int argc, char **argv) { for (z = th.z_table[th.tt_size-1]; z < 1000*th.z_table[th.tt_size-1]; z *= 2.) { - background_tau_of_z(&ba,z,&tau); - - background_at_tau(&ba,tau,ba.normal_info,ba.inter_normal,&last_index,pvecback); + background_at_z(&ba,z,normal_info,inter_normal,&last_index,pvecback); + + thermodynamics_at_z(&ba,&th,z,inter_normal,&last_index,pvecback,pvecthermo); - thermodynamics_at_z(&ba,&th,z,th.inter_normal,&last_index,pvecback,pvecthermo); - printf("%.10e %.10e %.10e %.10e %.10e %.10e %.10e %.10e %.10e %.10e %.10e %.10e %.10e %.10e\n", z, tau, @@ -114,7 +113,7 @@ int main(int argc, char **argv) { pvecthermo[th.index_th_tau_d], pvecthermo[th.index_th_rate] ); - + } /****** all calculations done, now free the structures ******/ diff --git a/test/test_timing.c b/test/test_timing.c deleted file mode 100755 index 4e8d6739..00000000 --- a/test/test_timing.c +++ /dev/null @@ -1,155 +0,0 @@ -/** @file class.c - * Julien Lesgourgues, 20.04.2010 - */ - -#include "class.h" -#include - -int main(int argc, char **argv) { - - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct bessels bs; /* for bessel functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ - struct lensing le; /* for lensed spectra */ - struct output op; /* for output files */ - ErrorMsg errmsg; - - double start_perturb, end_perturb; - double cpu_time_perturb; - double start_other, end_other; - double cpu_time_other; - double start_lensing, end_lensing; - double cpu_time_lensing; - - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&nl,&le,&op,errmsg) == _FAILURE_) { - printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); - return _FAILURE_; - } - - start_other = omp_get_wtime(); - - if (background_init(&pr,&ba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - if (thermodynamics_init(&pr,&ba,&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",th.error_message); - return _FAILURE_; - } - - start_perturb = omp_get_wtime(); - - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - end_perturb = omp_get_wtime(); - - cpu_time_perturb = (end_perturb-start_perturb); - - printf("time in perturb=%4.3f s\n",cpu_time_perturb); - - if (bessel_init(&pr,&bs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",bs.error_message); - return _FAILURE_; - } - - if (transfer_init(&pr,&ba,&th,&pt,&bs,&tr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (primordial_init(&pr,&pt,&pm) == _FAILURE_) { - printf("\n\nError in primordial_init \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (spectra_init(&pr,&ba,&pt,&tr,&pm,&sp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - if (nonlinear_init(&pr,&ba,&th,&pm,&sp,&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_init \n=>%s\n",nl.error_message); - return _FAILURE_; - } - - end_other = omp_get_wtime(); - start_lensing = end_other; - - if (lensing_init(&pr,&pt,&sp,&nl,&le) == _FAILURE_) { - printf("\n\nError in lensing_init \n=>%s\n",le.error_message); - return _FAILURE_; - } - - end_lensing = omp_get_wtime(); - - cpu_time_other = (end_other-start_other); - cpu_time_lensing = (end_lensing-start_lensing); - printf("time in other = %4.3f s\n",cpu_time_other); - printf("time in lensing = %4.3f s\n",cpu_time_lensing); - - - if (output_init(&ba,&pt,&sp,&nl,&le,&op) == _FAILURE_) { - printf("\n\nError in output_init \n=>%s\n",op.error_message); - return _FAILURE_; - } - - /****** done ******/ - - if (lensing_free(&le) == _FAILURE_) { - printf("\n\nError in lensing_free \n=>%s\n",le.error_message); - return _FAILURE_; - } - - if (nonlinear_free(&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_free \n=>%s\n",nl.error_message); - return _FAILURE_; - } - - if (spectra_free(&sp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - if (primordial_free(&pm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (transfer_free(&tr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (bessel_free(&bs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",bs.error_message); - return _FAILURE_; - } - - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (thermodynamics_free(&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (background_free(&ba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} diff --git a/test/test_transfer.c b/test/test_transfer.c old mode 100755 new mode 100644 index d3804aa7..04892d8c --- a/test/test_transfer.c +++ b/test/test_transfer.c @@ -10,17 +10,18 @@ int main(int argc, char **argv) { struct precision pr; /* for precision parameters */ struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct transfers tr; /* for transfer functions */ + struct thermodynamics th; /* for thermodynamics */ + struct perturbations pt; /* for source functions */ + struct transfer tr; /* for transfer functions */ struct primordial pm; /* for primordial spectra */ - struct spectra sp; /* for output spectra */ - struct nonlinear nl; /* for non-linear spectra */ + struct harmonic hr; /* for output spectra */ + struct fourier fo; /* for non-linear spectra */ struct lensing le; /* for lensed spectra */ + struct distortions sd; /* for spectral distortions */ struct output op; /* for output files */ ErrorMsg errmsg; /* for error messages */ - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&sp,&nl,&le,&op,errmsg) == _FAILURE_) { + if (input_init(argc, argv,&pr,&ba,&th,&pt,&tr,&pm,&hr,&fo,&le,&sd,&op,errmsg) == _FAILURE_) { printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); return _FAILURE_; } @@ -35,8 +36,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); + if (perturbations_init(&pr,&ba,&th,&pt) == _FAILURE_) { + printf("\n\nError in perturbations_init \n=>%s\n",pt.error_message); return _FAILURE_; } @@ -45,12 +46,12 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (nonlinear_init(&pr,&ba,&th,&pt,&pm,&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_init \n=>%s\n",nl.error_message); + if (fourier_init(&pr,&ba,&th,&pt,&pm,&fo) == _FAILURE_) { + printf("\n\nError in fourier_init \n=>%s\n",fo.error_message); return _FAILURE_; } - if (transfer_init(&pr,&ba,&th,&pt,&nl,&tr) == _FAILURE_) { + if (transfer_init(&pr,&ba,&th,&pt,&fo,&tr) == _FAILURE_) { printf("\n\nError in transfer_init \n=>%s\n",tr.error_message); return _FAILURE_; } @@ -140,8 +141,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (nonlinear_free(&nl) == _FAILURE_) { - printf("\n\nError in nonlinear_free \n=>%s\n",nl.error_message); + if (fourier_free(&fo) == _FAILURE_) { + printf("\n\nError in fourier_free \n=>%s\n",fo.error_message); return _FAILURE_; } @@ -150,8 +151,8 @@ int main(int argc, char **argv) { return _FAILURE_; } - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); + if (perturbations_free(&pt) == _FAILURE_) { + printf("\n\nError in perturbations_free \n=>%s\n",pt.error_message); return _FAILURE_; } diff --git a/test/test_trg.c b/test/test_trg.c deleted file mode 100755 index b55495ac..00000000 --- a/test/test_trg.c +++ /dev/null @@ -1,122 +0,0 @@ -/** @file test_trg.c - * - */ - -#include "precision.h" -#include "background.h" -#include "thermodynamics.h" -#include "perturbations.h" -#include "bessel.h" -#include "transfer.h" -#include "primordial.h" -#include "spectra.h" -#include "output.h" -#include "trg.h" - -main(int argc, char **argv) { - - struct precision pr; /* for precision parameters */ - struct background ba; /* for cosmological background */ - struct thermo th; /* for thermodynamics */ - struct perturbs pt; /* for source functions */ - struct bessels bs; /* for bessel functions */ - struct transfers tr; /* for transfer functions */ - struct primordial pm; /* for primordial spectra */ - struct output op; - struct lensing le; - struct spectra sp; /* for output spectra */ - struct spectra_nl nl; /* for calculation of non-linear spectra */ - - ErrorMsg errmsg; - - if (input_init_from_arguments(argc, argv,&pr,&ba,&th,&pt,&bs,&tr,&pm,&sp,&le,&op,&nl,errmsg) == _FAILURE_) { - printf("\n\nError running input_init_from_arguments \n=>%s\n",errmsg); - return _FAILURE_; - } - - if (background_init(&pr,&ba) == _FAILURE_) { - printf("\n\nError running background_init \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - if (thermodynamics_init(&pr,&ba,&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_init \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (perturb_init(&pr,&ba,&th,&pt) == _FAILURE_) { - printf("\n\nError in perturb_init \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (bessel_init(&pr,&bs) == _FAILURE_) { - printf("\n\nError in bessel_init \n =>%s\n",bs.error_message); - return _FAILURE_; - } - - if (transfer_init(&pr,&ba,&th,&pt,&bs,&tr) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (primordial_init(&pr,&pt,&pm) == _FAILURE_) { - printf("\n\nError in transfer_init \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (spectra_init(&ba,&pt,&tr,&pm,&sp) == _FAILURE_) { - printf("\n\nError in spectra_init \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - if (trg_init(&pr,&ba,&th,&pm,&sp,&nl) == _FAILURE_) { - printf("\n\nError in trg_init \n=>%s\n",nl.error_message); - return _FAILURE_; - } - - /****** done ******/ - - - if (trg_free(&nl) == _FAILURE_) { - printf("\n\nError in trg_free \n=>%s\n",nl.error_message); - return _FAILURE_; - } - - if (spectra_free(&sp) == _FAILURE_) { - printf("\n\nError in spectra_free \n=>%s\n",sp.error_message); - return _FAILURE_; - } - - if (primordial_free(&pm) == _FAILURE_) { - printf("\n\nError in primordial_free \n=>%s\n",pm.error_message); - return _FAILURE_; - } - - if (transfer_free(&tr) == _FAILURE_) { - printf("\n\nError in transfer_free \n=>%s\n",tr.error_message); - return _FAILURE_; - } - - if (bessel_free(&bs) == _FAILURE_) { - printf("\n\nError in bessel_free \n=>%s\n",bs.error_message); - return _FAILURE_; - } - - if (perturb_free(&pt) == _FAILURE_) { - printf("\n\nError in perturb_free \n=>%s\n",pt.error_message); - return _FAILURE_; - } - - if (thermodynamics_free(&th) == _FAILURE_) { - printf("\n\nError in thermodynamics_free \n=>%s\n",th.error_message); - return _FAILURE_; - } - - if (background_free(&ba) == _FAILURE_) { - printf("\n\nError in background_free \n=>%s\n",ba.error_message); - return _FAILURE_; - } - - return _SUCCESS_; - -} diff --git a/tools/arrays.c b/tools/arrays.c old mode 100755 new mode 100644 index 67d97c13..41f97575 --- a/tools/arrays.c +++ b/tools/arrays.c @@ -4,9 +4,10 @@ */ #include "arrays.h" +#include "parallel.h" /** - * Called by thermodynamics_init(); perturb_sources(). + * Called by thermodynamics_init(); perturbations_sources(). */ int array_derive( double * array, @@ -79,7 +80,7 @@ int array_derive_spline( h = x_array[i+1] - x_array[i]; if (h == 0) { - sprintf(errmsg,"%s(L:%d) h=0, stop to avoid division by zero",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) h=0, stop to avoid division by zero",__func__,__LINE__); return _FAILURE_; } @@ -132,7 +133,7 @@ int array_derive_spline_table_line_to_line( h = x_array[i+1] - x_array[i]; if (h == 0) { - sprintf(errmsg,"%s(L:%d) h=0, stop to avoid division by zero",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) h=0, stop to avoid division by zero",__func__,__LINE__); return _FAILURE_; } @@ -164,7 +165,7 @@ int array_derive1_order2_table_line_to_line( double dxp,dxm,dyp,dym; if (n_lines < 2) { - sprintf(errmsg,"%s(L:%d) routine called with n_lines=%d, should be at least 2",__func__,__LINE__,n_lines); + class_sprintf(errmsg,"%s(L:%d) routine called with n_lines=%d, should be at least 2",__func__,__LINE__,n_lines); return _FAILURE_; } @@ -174,7 +175,7 @@ int array_derive1_order2_table_line_to_line( dym = *(array+0*n_columns+index_y) - *(array+1*n_columns+index_y); if ((dxp*dxm*(dxm-dxp)) == 0.) { - sprintf(errmsg,"%s(L:%d) stop to avoid division by zero",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) stop to avoid division by zero",__func__,__LINE__); return _FAILURE_; } @@ -191,7 +192,7 @@ int array_derive1_order2_table_line_to_line( dym = *(array+(i-1)*n_columns+index_y) - *(array+i*n_columns+index_y); if ((dxp*dxm*(dxm-dxp)) == 0.) { - sprintf(errmsg,"%s(L:%d) stop to avoid division by zero",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) stop to avoid division by zero",__func__,__LINE__); return _FAILURE_; } @@ -227,7 +228,7 @@ int array_derive2_order2_table_line_to_line( dym = *(array+(i-1)*n_columns+index_y) - *(array+i*n_columns+index_y); if ((dxp*dxm*(dxm-dxp)) == 0.) { - sprintf(errmsg,"%s(L:%d) stop to avoid division by zero",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) stop to avoid division by zero",__func__,__LINE__); return _FAILURE_; } @@ -296,7 +297,7 @@ int array_derive_two( double dx1,dx2,dy1,dy2,weight1,weight2; if ((index_dydx == index_x) || (index_dydx == index_y)) { - sprintf(errmsg,"%s(L:%d) : Output column %d must differ from input columns %d and %d",__func__,__LINE__,index_dydx,index_x,index_y); + class_sprintf(errmsg,"%s(L:%d) : Output column %d must differ from input columns %d and %d",__func__,__LINE__,index_dydx,index_x,index_y); return _FAILURE_; } @@ -313,7 +314,7 @@ int array_derive_two( weight2 = dx1*dx1; if ((dx1 == 0.) && (dx2 == 0.)) { - sprintf(errmsg,"%s(L:%d) stop to avoid division by zero",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) stop to avoid division by zero",__func__,__LINE__); return _FAILURE_; } @@ -351,13 +352,13 @@ int array_spline( double dy_last; if (n_lines < 3) { - sprintf(errmsg,"%s(L:%d) n_lines=%d, while routine needs n_lines >= 3",__func__,__LINE__,n_lines); + class_sprintf(errmsg,"%s(L:%d) n_lines=%d, while routine needs n_lines >= 3",__func__,__LINE__,n_lines); return _FAILURE_; } - u = malloc((n_lines-1) * sizeof(double)); + u = (double*)malloc((n_lines-1) * sizeof(double)); if (u == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); return _FAILURE_; } @@ -386,7 +387,7 @@ int array_spline( -dy_first); } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -432,7 +433,7 @@ int array_spline( (*(array+(n_lines-1)*n_columns+index_x) - *(array+(n_lines-2)*n_columns+index_x))); } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -465,9 +466,13 @@ int array_spline_table_line_to_line( double dy_first; double dy_last; - u = malloc((n_lines-1) * sizeof(double)); + class_test(n_lines<3, + errmsg, + "no possible spline with less than three lines"); + + u = (double*)malloc((n_lines-1) * sizeof(double)); if (u == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); return _FAILURE_; } @@ -489,7 +494,7 @@ int array_spline_table_line_to_line( (x[1] - x[0])-dy_first); } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -529,7 +534,7 @@ int array_spline_table_line_to_line( (x[n_lines-1] - x[n_lines-2])); } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -567,31 +572,30 @@ int array_spline_table_lines( double dy_first; double dy_last; - u = malloc((x_size-1) * y_size * sizeof(double)); - p = malloc(y_size * sizeof(double)); - qn = malloc(y_size * sizeof(double)); - un = malloc(y_size * sizeof(double)); + u = (double*)malloc((x_size-1) * y_size * sizeof(double)); + p = (double*)malloc(y_size * sizeof(double)); + qn = (double*)malloc(y_size * sizeof(double)); + un = (double*)malloc(y_size * sizeof(double)); if (u == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); return _FAILURE_; } if (p == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate p",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate p",__func__,__LINE__); return _FAILURE_; } if (qn == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate qn",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate qn",__func__,__LINE__); return _FAILURE_; } if (un == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate un",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate un",__func__,__LINE__); return _FAILURE_; } if (x_size==2) spline_mode = _SPLINE_NATURAL_; // in the case of only 2 x-values, only the natural spline method is appropriate, for _SPLINE_EST_DERIV_ at least 3 x-values are needed. - index_x=0; if (spline_mode == _SPLINE_NATURAL_) { @@ -621,7 +625,7 @@ int array_spline_table_lines( } } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -679,7 +683,7 @@ int array_spline_table_lines( } } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -783,9 +787,9 @@ int array_derivate_spline( (-(3.*a*a-1.)* *(array_splined+inf*n_columns+i) + (3.*b*b-1.)* *(array_splined+sup*n_columns+i))*h/6.; - return _SUCCESS_; -} - + return _SUCCESS_; +} + int array_logspline_table_lines( double * x, /* vector of size x_size */ int x_size, @@ -807,30 +811,29 @@ int array_logspline_table_lines( double dy_first; double dy_last; - u = malloc((x_size-1) * y_size * sizeof(double)); - p = malloc(y_size * sizeof(double)); - qn = malloc(y_size * sizeof(double)); - un = malloc(y_size * sizeof(double)); + u = (double*)malloc((x_size-1) * y_size * sizeof(double)); + p = (double*)malloc(y_size * sizeof(double)); + qn = (double*)malloc(y_size * sizeof(double)); + un = (double*)malloc(y_size * sizeof(double)); if (u == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); return _FAILURE_; } if (p == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate p",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate p",__func__,__LINE__); return _FAILURE_; } if (qn == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate qn",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate qn",__func__,__LINE__); return _FAILURE_; } if (un == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate un",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate un",__func__,__LINE__); return _FAILURE_; } if (x_size==2) spline_mode = _SPLINE_NATURAL_; // in the case of only 2 x-values, only the natural spline method is appropriate, for _SPLINE_EST_DERIV_ at least 3 x-values are needed. - index_x=0; if (spline_mode == _SPLINE_NATURAL_) { @@ -860,7 +863,7 @@ int array_logspline_table_lines( } } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -918,7 +921,7 @@ int array_logspline_table_lines( } } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -970,24 +973,24 @@ int array_spline_table_columns( double dy_first; double dy_last; - u = malloc((x_size-1) * y_size * sizeof(double)); - p = malloc(y_size * sizeof(double)); - qn = malloc(y_size * sizeof(double)); - un = malloc(y_size * sizeof(double)); + u = (double*)malloc((x_size-1) * y_size * sizeof(double)); + p = (double*)malloc(y_size * sizeof(double)); + qn = (double*)malloc(y_size * sizeof(double)); + un = (double*)malloc(y_size * sizeof(double)); if (u == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); return _FAILURE_; } if (p == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate p",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate p",__func__,__LINE__); return _FAILURE_; } if (qn == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate qn",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate qn",__func__,__LINE__); return _FAILURE_; } if (un == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate un",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate un",__func__,__LINE__); return _FAILURE_; } @@ -1033,7 +1036,7 @@ int array_spline_table_columns( } } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -1090,7 +1093,7 @@ int array_spline_table_columns( } } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -1135,44 +1138,42 @@ int array_spline_table_columns2( double * qn; double * un; double * u; - double sig; - int index_x; + int index_y; - double dy_first; - double dy_last; - u = malloc((x_size-1) * y_size * sizeof(double)); - p = malloc(y_size * sizeof(double)); - qn = malloc(y_size * sizeof(double)); - un = malloc(y_size * sizeof(double)); + u = (double*)malloc((x_size-1) * y_size * sizeof(double)); + p = (double*)malloc(y_size * sizeof(double)); + qn = (double*)malloc(y_size * sizeof(double)); + un = (double*)malloc(y_size * sizeof(double)); if (u == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); return _FAILURE_; } if (p == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate p",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate p",__func__,__LINE__); return _FAILURE_; } if (qn == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate qn",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate qn",__func__,__LINE__); return _FAILURE_; } if (un == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate un",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate un",__func__,__LINE__); return _FAILURE_; } - if (x_size==2) spline_mode = _SPLINE_NATURAL_; // in the case of only 2 x-values, only the natural spline method is appropriate, for _SPLINE_EST_DERIV_ at least 3 x-values are needed. + if (x_size==2) spline_mode = _SPLINE_NATURAL_; // in the case of only 2 x-values, only the natural spline method is appropriate, for _SPLINE_EST_DERIV_ 3 x-values are needed. -#pragma omp parallel \ - shared(x,x_size,y_array,y_size,ddy_array,spline_mode,p,qn,un,u) \ - private(index_y,index_x,sig,dy_first,dy_last) - { + class_setup_parallel(); -#pragma omp for schedule (dynamic) + for (index_y=0; index_y < y_size; index_y++) { - for (index_y=0; index_y < y_size; index_y++) { + class_run_parallel(=, + double dy_first; + double dy_last; + int index_x; + double sig; if (spline_mode == _SPLINE_NATURAL_) { ddy_array[index_y*x_size+0] = 0.0; u[0*y_size+index_y] = 0.0; @@ -1249,8 +1250,12 @@ int array_spline_table_columns2( ddy_array[index_y*x_size+(index_x+1)] + u[index_x*y_size+index_y]; } - } + return _SUCCESS_; + ); } + + class_finish_parallel(); + free(qn); free(p); free(u); @@ -1280,9 +1285,9 @@ int array_spline_table_one_column( double dy_first; double dy_last; - u = malloc((x_size-1) * sizeof(double)); + u = (double*)malloc((x_size-1) * sizeof(double)); if (u == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); return _FAILURE_; } @@ -1315,7 +1320,7 @@ int array_spline_table_one_column( } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -1368,7 +1373,7 @@ int array_spline_table_one_column( } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -1415,9 +1420,9 @@ int array_logspline_table_one_column( double dy_first; double dy_last; - u = malloc((x_stop-1) * sizeof(double)); + u = (double*)malloc((x_stop-1) * sizeof(double)); if (u == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate u",__func__,__LINE__); return _FAILURE_; } @@ -1450,7 +1455,7 @@ int array_logspline_table_one_column( } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -1504,7 +1509,7 @@ int array_logspline_table_one_column( } else { - sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); + class_sprintf(errmsg,"%s(L:%d) Spline mode not identified: %d",__func__,__LINE__,spline_mode); return _FAILURE_; } } @@ -1557,6 +1562,34 @@ int array_integrate_all_spline( return _SUCCESS_; } +int array_integrate_all_spline_table_line_to_line( + double * x_array, + int n_lines, + double * array, + int n_columns, + int index_y, + int index_ddy, + double * result, + ErrorMsg errmsg){ + + int i; + double h; + + *result = 0; + + for (i=0; i < n_lines-1; i++) { + + h = (x_array[i+1]-x_array[i]); + + *result += + (array[i*n_columns+index_y]+array[(i+1)*n_columns+index_y])*h/2.+ + (array[i*n_columns+index_ddy]+array[(i+1)*n_columns+index_ddy])*h*h*h/24.; + + } + + return _SUCCESS_; +} + int array_integrate_all_trapzd_or_spline( double * array, int n_columns, @@ -1572,7 +1605,7 @@ int array_integrate_all_trapzd_or_spline( double h; if ((index_start_spline<0) || (index_start_spline>=n_lines)) { - sprintf(errmsg,"%s(L:%d) index_start_spline outside of range",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) index_start_spline outside of range",__func__,__LINE__); return _FAILURE_; } @@ -1620,7 +1653,7 @@ int array_integrate( double sum; if ((index_int_y_dx == index_x) || (index_int_y_dx == index_y)) { - sprintf(errmsg,"%s(L:%d) : Output column %d must differ from input columns %d and %d",__func__,__LINE__,index_int_y_dx,index_x,index_y); + class_sprintf(errmsg,"%s(L:%d) : Output column %d must differ from input columns %d and %d",__func__,__LINE__,index_int_y_dx,index_x,index_y); return _FAILURE_; } @@ -1656,7 +1689,7 @@ int array_integrate_ratio( double sum; if ((index_int_y1_over_y2_dx == index_x) || (index_int_y1_over_y2_dx == index_y1) || (index_int_y1_over_y2_dx == index_y2)) { - sprintf(errmsg,"%s(L:%d) : Output column %d must differ from input columns %d, %d and %d",__func__,__LINE__,index_int_y1_over_y2_dx,index_x,index_y1,index_y2); + class_sprintf(errmsg,"%s(L:%d) : Output column %d must differ from input columns %d, %d and %d",__func__,__LINE__,index_int_y1_over_y2_dx,index_x,index_y1,index_y2); return _FAILURE_; } @@ -1702,12 +1735,12 @@ int array_interpolate( if (*(array+inf*n_columns+index_x) < *(array+sup*n_columns+index_x)){ if (x < *(array+inf*n_columns+index_x)) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,*(array+inf*n_columns+index_x)); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,*(array+inf*n_columns+index_x)); return _FAILURE_; } if (x > *(array+sup*n_columns+index_x)) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,*(array+sup*n_columns+index_x)); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,*(array+sup*n_columns+index_x)); return _FAILURE_; } @@ -1724,12 +1757,12 @@ int array_interpolate( else { if (x < *(array+sup*n_columns+index_x)) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,*(array+sup*n_columns+index_x)); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,*(array+sup*n_columns+index_x)); return _FAILURE_; } if (x > *(array+inf*n_columns+index_x)) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,*(array+inf*n_columns+index_x)); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,*(array+inf*n_columns+index_x)); return _FAILURE_; } @@ -1756,6 +1789,85 @@ int array_interpolate( return _SUCCESS_; } + + /** + * interpolate to get y(x), when x_i,y_i and ddy_i are all columns of the same array + * + * Called by background_at_eta(); background_eta_of_z(); background_solve(); thermodynamics_at_z(). + */ +int array_interpolate_spline_transposed(double * array, + int x_size, + int y_size, + int index_x, + int index_y, + int index_ddy, + double x, + int * last_index, + double * result, + ErrorMsg errmsg) { + + int inf,sup,mid; + double h,a,b; + + inf=0; + sup=x_size-1; + + if (array[inf*y_size+index_x] < array[sup*y_size+index_x]){ + + if (x < array[inf*y_size+index_x]) { + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,array[inf*y_size+index_x]); + return _FAILURE_; + } + + if (x > array[sup*y_size+index_x]) { + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,array[sup*y_size+index_x]); + return _FAILURE_; + } + + while (sup-inf > 1) { + + mid=(int)(0.5*(inf+sup)); + if (x < array[mid*y_size+index_x]) {sup=mid;} + else {inf=mid;} + + } + + } + + else { + + if (x < array[sup*y_size+index_x]) { + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,array[sup*y_size+index_x]); + return _FAILURE_; + } + + if (x > array[inf*y_size+index_x]) { + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,array[inf*y_size+index_x]); + return _FAILURE_; + } + + while (sup-inf > 1) { + + mid=(int)(0.5*(inf+sup)); + if (x > array[mid*y_size+index_x]) {sup=mid;} + else {inf=mid;} + + } + + } + + *last_index = inf; + + h = array[sup*y_size+index_x]-array[inf*y_size+index_x]; + b = (x - array[inf*y_size+index_x])/h; + a = 1.0 - b; + + *result= (a*array[inf*y_size+index_y]+b*array[sup*y_size+index_y] + + ((a*a*a-a)* array[inf*y_size+index_ddy] + (b*b*b-b)* array[sup*y_size+index_ddy])*h*h/6.); + + return _SUCCESS_; +} + /** * interpolate to get y_i(x), when x and y_i are in different arrays * @@ -1782,12 +1894,12 @@ int array_interpolate_spline( if (x_array[inf] < x_array[sup]){ if (x < x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } if (x > x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } @@ -1804,12 +1916,12 @@ int array_interpolate_spline( else { if (x < x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } if (x > x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } @@ -1839,6 +1951,72 @@ int array_interpolate_spline( return _SUCCESS_; } + /** + * Get the y[i] for which y[i]>c + * + * Called by fourier_HMcode() + */ +int array_search_bisect( + int n_lines, + double * __restrict__ array, + double c, + int * __restrict__ last_index, + ErrorMsg errmsg) { + + int inf,sup,mid; + + inf=0; + sup=n_lines-1; + + if (array[inf] < array[sup]){ + + if (c < array[inf]) { + class_sprintf(errmsg,"%s(L:%d) : c=%e < y_min=%e",__func__,__LINE__,c,array[inf]); + return _FAILURE_; + } + + if (c > array[sup]) { + class_sprintf(errmsg,"%s(L:%d) : c=%e > y_max=%e",__func__,__LINE__,c,array[sup]); + return _FAILURE_; + } + + while (sup-inf > 1) { + + mid=(int)(0.5*(inf+sup)); + if (c < array[mid]) {sup=mid;} + else {inf=mid;} + + } + + } + + else { + + if (c < array[sup]) { + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,c,array[sup]); + return _FAILURE_; + } + + if (c > array[inf]) { + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,c,array[inf]); + return _FAILURE_; + } + + while (sup-inf > 1) { + + mid=(int)(0.5*(inf+sup)); + if (c > array[mid]) {sup=mid;} + else {inf=mid;} + + } + + } + + *last_index = inf; + + return _SUCCESS_; +} + /** * interpolate to get y_i(x), when x and y_i are in different arrays * @@ -1864,12 +2042,12 @@ int array_interpolate_linear( if (x_array[inf] < x_array[sup]){ if (x < x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } if (x > x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } @@ -1886,12 +2064,12 @@ int array_interpolate_linear( else { if (x < x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } if (x > x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } @@ -1946,12 +2124,12 @@ int array_interpolate_logspline( if (x_array[inf] < x_array[sup]){ if (x < x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } if (x > x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } @@ -1968,12 +2146,12 @@ int array_interpolate_logspline( else { if (x < x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } if (x > x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } @@ -2031,12 +2209,12 @@ int array_interpolate_spline_one_column( if (x_array[inf] < x_array[sup]){ if (x < x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } if (x > x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } @@ -2053,12 +2231,12 @@ int array_interpolate_spline_one_column( else { if (x < x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } if (x > x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } @@ -2131,12 +2309,12 @@ int array_interpolate_extrapolate_spline_one_column( if (x_array[inf] < x_array[sup]){ if (x < x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } if (x > x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } @@ -2153,12 +2331,12 @@ int array_interpolate_extrapolate_spline_one_column( else { if (x < x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } if (x > x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } @@ -2239,12 +2417,12 @@ int array_interpolate_extrapolate_logspline_loglinear_one_column( if (x_array[inf] < x_array[sup]){ if (x < x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } if (x > x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } @@ -2261,12 +2439,12 @@ int array_interpolate_extrapolate_logspline_loglinear_one_column( else { if (x < x_array[sup]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,x_array[sup]); return _FAILURE_; } if (x > x_array[inf]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,x_array[inf]); return _FAILURE_; } @@ -2319,7 +2497,7 @@ int array_interpolate_growing_closeby( while (x < *(array+inf*n_columns+index_x)) { inf--; if (inf < 0) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__, + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__, x,array[index_x]); return _FAILURE_; } @@ -2328,7 +2506,7 @@ int array_interpolate_growing_closeby( while (x > *(array+sup*n_columns+index_x)) { sup++; if (sup > (n_lines-1)) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, x,array[(n_lines-1)*n_columns+index_x]); return _FAILURE_; } @@ -2373,7 +2551,7 @@ int array_interpolate_one_growing_closeby( while (x < *(array+inf*n_columns+index_x)) { inf--; if (inf < 0) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__, + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__, x,array[index_x]); return _FAILURE_; } @@ -2382,7 +2560,7 @@ int array_interpolate_one_growing_closeby( while (x > *(array+sup*n_columns+index_x)) { sup++; if (sup > (n_lines-1)) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, x,array[(n_lines-1)*n_columns+index_x]); return _FAILURE_; } @@ -2420,11 +2598,11 @@ int array_interpolate_spline_growing_closeby( /* if (*last_index < 0) { - sprintf(errmsg,"%s(L:%d) problem with last_index =%d < 0",__func__,__LINE__,*last_index); + class_sprintf(errmsg,"%s(L:%d) problem with last_index =%d < 0",__func__,__LINE__,*last_index); return _FAILURE_; } if (*last_index > (n_lines-1)) { - sprintf(errmsg,"%s(L:%d) problem with last_index =%d > %d",__func__,__LINE__,*last_index,n_lines-1); + class_sprintf(errmsg,"%s(L:%d) problem with last_index =%d > %d",__func__,__LINE__,*last_index,n_lines-1); return _FAILURE_; } */ @@ -2436,7 +2614,7 @@ int array_interpolate_spline_growing_closeby( while (x < x_array[inf]) { inf--; if (inf < 0) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__, + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__, x,x_array[0]); return _FAILURE_; } @@ -2445,7 +2623,7 @@ int array_interpolate_spline_growing_closeby( while (x > x_array[sup]) { sup++; if (sup > (n_lines-1)) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, x,x_array[n_lines-1]); return _FAILURE_; } @@ -2492,7 +2670,7 @@ int array_interpolate_spline_growing_hunt( if (x >= x_array[*last_index]) { if (x > x_array[n_lines-1]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, x,x_array[n_lines-1]); return _FAILURE_; } @@ -2519,7 +2697,7 @@ int array_interpolate_spline_growing_hunt( } else { if (x < x_array[0]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__, + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__, x,x_array[0]); return _FAILURE_; } @@ -2561,10 +2739,99 @@ int array_interpolate_spline_growing_hunt( return _SUCCESS_; } + +// [NS] +/** + * Get the index in the array, and the relative offset, + * but do not yet actually interpolate + */ +int array_spline_hunt(double* x_array, + int x_size, + double x, + int* last, + double* h, + double* a, + double* b, + ErrorMsg errmsg){ + /* Define local quantities */ + int inf,sup,mid,inc; + int last_index = *last; + + /* Error checking */ + if(last_index>=x_size-1){last_index=x_size-2;} + if(last_index<0){last_index=0;} + + /* Hunt ! */ + inc=1; + if (x >= x_array[last_index]) { + if (x > x_array[x_size-1]) { + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__, + x,x_array[x_size-1]); + return _FAILURE_; + } + /* try closest neighboor upward */ + inf = last_index; + sup = inf + inc; + if (x > x_array[sup]) { + /* hunt upward */ + while (x > x_array[sup]) { + inf = sup; + inc += 1; + sup += inc; + if (sup > x_size-1) { + sup = x_size-1; + } + } + /* bisect */ + while (sup-inf > 1) { + mid=(int)(0.5*(inf+sup)); + if (x < x_array[mid]) {sup=mid;} + else {inf=mid;} + } + } + } + else { + if (x < x_array[0]) { + class_sprintf(errmsg,"%s(L:%d) : x=%.20e < x_min=%.20e",__func__,__LINE__, + x,x_array[0]); + return _FAILURE_; + } + /* try closest neighboor downward */ + sup = last_index; + inf = sup - inc; + if (x < x_array[inf]) { + /* hunt downward */ + while (x < x_array[inf]) { + sup = inf; + inc += 1; + inf -= inc; + if (inf < 0) { + inf = 0; + } + } + /* bisect */ + while (sup-inf > 1) { + mid=(int)(0.5*(inf+sup)); + if (x < x_array[mid]) {sup=mid;} + else {inf=mid;} + } + } + } + + /* We have found the prey */ + last_index = inf; + *last = last_index; + *h = x_array[sup] - x_array[inf]; + *b = (x-x_array[inf])/(*h); + *a = 1.0-(*b); + + return _SUCCESS_; +} + /** * interpolate linearily to get y_i(x), when x and y_i are in two different arrays * - * Called by transfer_interpolate_sources(); transfer_functions_at_k(); perturb_sources_at_eta(). + * Called by transfer_interpolate_sources(); transfer_functions_at_k(); perturbations_sources_at_eta(). */ int array_interpolate_two( double * array_x, @@ -2588,12 +2855,12 @@ int array_interpolate_two( if (x < array_x[inf*n_columns_x+index_x]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,array_x[inf*n_columns_x+index_x]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,array_x[inf*n_columns_x+index_x]); return _FAILURE_; } if (x > array_x[sup*n_columns_x+index_x]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,array_x[sup*n_columns_x+index_x]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,array_x[sup*n_columns_x+index_x]); return _FAILURE_; } @@ -2610,12 +2877,12 @@ int array_interpolate_two( else { if (x < *(array_x+sup*n_columns_x+index_x)) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,*(array_x+sup*n_columns_x+index_x)); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,*(array_x+sup*n_columns_x+index_x)); return _FAILURE_; } if (x > *(array_x+inf*n_columns_x+index_x)) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,*(array_x+inf*n_columns_x+index_x)); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,*(array_x+inf*n_columns_x+index_x)); return _FAILURE_; } @@ -2663,12 +2930,12 @@ int array_interpolate_two_bis( if (x < array_x[inf*n_columns_x+index_x]) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,array_x[inf*n_columns_x+index_x]); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,array_x[inf*n_columns_x+index_x]); return _FAILURE_; } if (x > array_x[sup*n_columns_x+index_x]) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,array_x[sup*n_columns_x+index_x]); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,array_x[sup*n_columns_x+index_x]); return _FAILURE_; } @@ -2685,12 +2952,12 @@ int array_interpolate_two_bis( else { if (x < *(array_x+sup*n_columns_x+index_x)) { - sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,*(array_x+sup*n_columns_x+index_x)); + class_sprintf(errmsg,"%s(L:%d) : x=%e < x_min=%e",__func__,__LINE__,x,*(array_x+sup*n_columns_x+index_x)); return _FAILURE_; } if (x > *(array_x+inf*n_columns_x+index_x)) { - sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,*(array_x+inf*n_columns_x+index_x)); + class_sprintf(errmsg,"%s(L:%d) : x=%e > x_max=%e",__func__,__LINE__,x,*(array_x+inf*n_columns_x+index_x)); return _FAILURE_; } @@ -2717,7 +2984,7 @@ int array_interpolate_two_bis( /** * interpolate linearily to get y_i(x), when x and y_i are in two different arrays * - * Called by transfer_interpolate_sources(); transfer_functions_at_k(); perturb_sources_at_eta(). + * Called by transfer_interpolate_sources(); transfer_functions_at_k(); perturbations_sources_at_eta(). */ int array_interpolate_two_arrays_one_column( double * array_x, /* assumed to be a vector (i.e. one column array) */ @@ -2731,17 +2998,18 @@ int array_interpolate_two_arrays_one_column( int inf,sup,mid; double weight; + double epsilon=1e-9; inf=0; sup=n_lines-1; if (array_x[inf] < array_x[sup]){ - class_test(x < array_x[inf], + class_test(x < array_x[inf]-epsilon, errmsg, "x=%e < x_min=%e",x,array_x[inf]); - class_test(x > array_x[sup], + class_test(x > array_x[sup]+epsilon, errmsg, "x=%e > x_max=%e",x,array_x[sup]); @@ -2757,11 +3025,11 @@ int array_interpolate_two_arrays_one_column( else { - class_test(x < array_x[sup], + class_test(x < array_x[sup]-epsilon, errmsg, "x=%e < x_min=%e",x,array_x[sup]); - class_test(x > array_x[inf], + class_test(x > array_x[inf]+epsilon, errmsg, "x=%e > x_max=%e",x,array_x[inf]); @@ -2800,12 +3068,12 @@ int array_interpolate_equal( double x_step,x_minus,weight; if (x < x_min) { - sprintf(errmsg,"%s(L:%d) : x out of bounds: x=%e,x_min=%e",__func__,__LINE__,x,x_min); + class_sprintf(errmsg,"%s(L:%d) : x out of bounds: x=%e,x_min=%e",__func__,__LINE__,x,x_min); return _FAILURE_; } if (x > x_max) { - sprintf(errmsg,"%s(L:%d) : x out of bounds: x=%e,x_max=%e",__func__,__LINE__,x,x_max); + class_sprintf(errmsg,"%s(L:%d) : x out of bounds: x=%e,x_max=%e",__func__,__LINE__,x,x_max); return _FAILURE_; } @@ -2943,9 +3211,9 @@ int array_smooth_trg(double * array, double weigth; double *coeff; - smooth=malloc(k_size*sizeof(double)); + smooth=(double*)malloc(k_size*sizeof(double)); if (smooth == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate smooth",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate smooth",__func__,__LINE__); return _FAILURE_; } @@ -3073,9 +3341,9 @@ int array_smooth(double * array, int i,j,jmin,jmax; double weigth; - smooth=malloc(n_lines*sizeof(double)); + smooth=(double*)malloc(n_lines*sizeof(double)); if (smooth == NULL) { - sprintf(errmsg,"%s(L:%d) Cannot allocate smooth",__func__,__LINE__); + class_sprintf(errmsg,"%s(L:%d) Cannot allocate smooth",__func__,__LINE__); return _FAILURE_; } @@ -3219,3 +3487,169 @@ int array_trapezoidal_convolution( *I = res; return _SUCCESS_; } + +/** + * In general, to obtain a least-squared fit to N data points, + * the matrix average(x^(i+j)) * a_i = average(x^j y) has to be solved, + * where i,j are the individual matrix indices as powers, and + * the averages are over all N data points. + * Here we implement the case for 3 coefficients a_i explicitly, + * using matrix calculations according to Cramer's rule. + * (Instead of a full LU decomposition) + * + **/ +int array_extrapolate_quadratic(double* x, double* y, double xnew, int x_size, double* ynew, double* dynew, ErrorMsg errmsg){ + + int i; + + double * xarr = x; + double * yarr = y; + + double av1=x_size; + double avx=0.0, avxx=0.0, avxxx=0.0, avxxxx=0.0; + double avy=0.0, avyx=0.0, avyxx=0.0; + + double div,a,b,c,xval,yval; + + /* + * We pivot around the zero-th element + * This removes natural offsets and scales + * (i.e. transforms it to around unity for x and y) + * This usually prevents numerical cancelation (offsets) and over/underflow (scales) + */ + for(i=0;i value > array[i+1]. + */ + +int array_hunt_descending( + double * array, + int size, + double value, + int * index, + ErrorMsg errmsg + ) { + int i_inf,i_sup,i_mid; + + i_inf=0; + i_sup=size-1; + + /* checks */ + if (array[i_inf] < array[i_sup]) { + class_sprintf(errmsg,"%s(L:%d) array is not in descending order (checked only the boundaries)",__func__,__LINE__); + return _FAILURE_; + } + if ((value > array[i_inf]) || (value < array[i_sup])) { + class_sprintf(errmsg,"%s(L:%d) %e is outside the range [%e, %e]",__func__,__LINE__,value,array[size-1],array[0]); + return _FAILURE_; + } + + /* bisection */ + while (i_sup-i_inf>1) { + i_mid = (i_sup+i_inf)/2; + if (value > array[i_mid]) + i_sup=i_mid; + else + i_inf=i_mid; + } + + /* result */ + *index = i_inf; + + /* check for debug */ + /* routine never used and tested before, be careful */ + fprintf(stderr, + "Check that array[%d]=%e>%e>array[%d]=%e\n", + *index, + array[*index], + value, + *index+1, + array[*index+1]); + return _FAILURE_; + + return _SUCCESS_; +} + +/** + * Assuming that array is a vector with elements arranged in ascending + * order, find i such that array[i] < value < array[i+1]. + */ + +int array_hunt_ascending( + double * array, + int size, + double value, + int * index, + ErrorMsg errmsg + ) { + int i_inf,i_sup,i_mid; + + i_inf=0; + i_sup=size-1; + + /* checks */ + if (array[i_inf] > array[i_sup]) { + class_sprintf(errmsg,"%s(L:%d) array is not in ascending order (checked only the boundaries)",__func__,__LINE__); + return _FAILURE_; + } + if ((value < array[i_inf]) || (value > array[i_sup])) { + class_sprintf(errmsg,"%s(L:%d) %e is outside the range [%e, %e]",__func__,__LINE__,value,array[0],array[size-1]); + return _FAILURE_; + } + + /* bisection */ + while (i_sup-i_inf>1) { + i_mid = (i_sup+i_inf)/2; + if (value > array[i_mid]) + i_inf=i_mid; + else + i_sup=i_mid; + } + + /* result */ + *index = i_inf; + + /* check for debug */ + /* + fprintf(stderr, + "Check that array[%d]=%e<%e *y) return 1; + return 0; +} + +/** + * This function detects if a string begins with a character, + * ignoring whitespaces during its search + * + * returns the result, NOT the _SUCCESS_ or _FAILURE_ codes. + * (This is done such that it can be used inside of an if statement) + * + * @param thestring Input: string to test + * @param beginchar Input: the character by which the string begins or not + * @return boolean + */ + +int string_begins_with(char* thestring, char beginchar){ + + /** Define temporary variables */ + int int_temp=0; + int strlength = strlen((thestring)); + int result = _FALSE_; + + /** Check through the beginning of the string to see if the beginchar is met */ + for(int_temp=0;int_tempperturbations_verbose > 2, this statistic is printed at the end of - each call to evolver. - - Sparsity: - When the number of equations becomes high, too much times is spent on solving - linear equations. Since the ODE-functions are not very coupled, one would normally - supply a sparsity pattern of the jacobian, which would encode the couplings of the - equations. However, this would be of some inconvenience to the users who just want - to add some new physics without thinking too much about how the code work. So we - pay a few more function evaluations, and calculate the full jacobian every time. - - Then, if jac->use_sparse==_TRUE_, numjac will try to construct a sparse matrix from - the dense matrix. If there are too many nonzero elements in the dense matrix, numjac - will stop constructing the sparse matrix and set jac->use_sparse=_FALSE_. The sparse - matrix is stored in the compressed column format. (See sparse.h). - - In the sparse case, we also do partial pivoting, but with diagonal preference. The - structure of the equations are nearly optimal for the LU decomposition, so we don't - want to mess it up by too many row permutations if we can avoid it. This is also why - do not use any column permutation to pre-order the matrix. +/* This is an variable order, adaptive stepsize ODE evolver for CLASS. + It is based on the Numerical Differentiaion Formulas of order 1-5, + and can be used to solve stiff problems. The algorithm is described in + [The MATLAB ODE Suite, L. F. Shampine and M. W. Reichelt, SIAM Journal + on Scientific Computing, 18-1, 1997]. + + The code will call the (*output) routine at x-values in t_vec[]. It + will interpolate to get the y-value aswell as (optionally) the first and + second derivative at points returned by the routine relevant_indices. + Since the transfer function only depends on a few of these values, there + is no need to interpolate all of them. + + Every time there is a stepsize change, we need to rebuild **dif, the matrix + which holds the backward differences, to reflect the new stepsize. This is done + in "adjust_stepsize" and is essentially a matrix multiplication. Every times + there is either a stepsize change, the method order k is changed, or we compute + a new Jacobian, we must call "new_linearisation" to calculate a new LU + decomposition of a matrix. + + The method will not recompute the Jacobian in every step, but only when the + Newton iterations fail to converge fast enough. This feature makes the + solver competitive even for non-stiff problems. + + Statistics is saved in the stepstat[6] vector. The entries are: + stepstat[0] = Successful steps. + stepstat[1] = Failed steps. + stepstat[2] = Total number of function evaluations. + stepstat[3] = Number of Jacobians computed. + stepstat[4] = Number of LU decompositions. + stepstat[5] = Number of linear solves. + If ppt->perturbations_verbose > 2, this statistic is printed at the end of + each call to evolver. + + Sparsity: + When the number of equations becomes high, too much times is spent on solving + linear equations. Since the ODE-functions are not very coupled, one would normally + supply a sparsity pattern of the jacobian, which would encode the couplings of the + equations. However, this would be of some inconvenience to the users who just want + to add some new physics without thinking too much about how the code work. So we + pay a few more function evaluations, and calculate the full jacobian every time. + + Then, if jac->use_sparse==_TRUE_, numjac will try to construct a sparse matrix from + the dense matrix. If there are too many nonzero elements in the dense matrix, numjac + will stop constructing the sparse matrix and set jac->use_sparse=_FALSE_. The sparse + matrix is stored in the compressed column format. (See sparse.h). + + In the sparse case, we also do partial pivoting, but with diagonal preference. The + structure of the equations are nearly optimal for the LU decomposition, so we don't + want to mess it up by too many row permutations if we can avoid it. This is also why + do not use any column permutation to pre-order the matrix. */ #include "common.h" #include "evolver_ndf15.h" @@ -60,28 +60,28 @@ #include "sparse.h" int evolver_ndf15( - int (*derivs)(double x,double * y,double * dy, - void * parameters_and_workspace, ErrorMsg error_message), - double x_ini, - double x_final, - double * y_inout, - int * used_in_output, - int neq, - void * parameters_and_workspace_for_derivs, - double rtol, - double minimum_variation, - int (*timescale_and_approximation)(double x, - void * parameters_and_workspace, - double * timescales, - ErrorMsg error_message), - double timestep_over_timescale, - double * t_vec, - int tres, - int (*output)(double x,double y[],double dy[],int index_x,void * parameters_and_workspace, - ErrorMsg error_message), - int (*print_variables)(double x, double y[], double dy[], void *parameters_and_workspace, - ErrorMsg error_message), - ErrorMsg error_message){ + int (*derivs)(double x,double * y,double * dy, + void * parameters_and_workspace, ErrorMsg error_message), + double x_ini, + double x_final, + double * y_inout, + int * used_in_output, + int neq, + void * parameters_and_workspace_for_derivs, + double rtol, + double minimum_variation, + int (*timescale_and_approximation)(double x, + void * parameters_and_workspace, + double * timescales, + ErrorMsg error_message), + double timestep_over_timescale, + double * t_vec, + int tres, + int (*output)(double x,double y[],double dy[],int index_x,void * parameters_and_workspace, + ErrorMsg error_message), + int (*print_variables)(double x, double y[], double dy[], void *parameters_and_workspace, + ErrorMsg error_message), + ErrorMsg error_message){ /* Constants: */ double G[5]={1.0,3.0/2.0,11.0/6.0,25.0/12.0,137.0/60.0}; @@ -110,6 +110,7 @@ int evolver_ndf15( /* Misc: */ int stepstat[6],nfenj,j,ii,jj, numidx, neqp=neq+1; int verbose=0; + int funcreturn; /** Allocate memory . */ @@ -123,8 +124,8 @@ int evolver_ndf15( +(7*neq+1)*sizeof(double); class_alloc(buffer, - buffer_size, - error_message); + buffer_size, + error_message); f0 =(double*)buffer; wt =f0+neqp; @@ -155,29 +156,29 @@ int evolver_ndf15( } } - /* class_alloc(f0,sizeof(double)*neqp,error_message); */ - /* class_alloc(wt,sizeof(double)*neqp,error_message); */ - /* class_alloc(ddfddt,sizeof(double)*neqp,error_message); */ - /* class_alloc(pred,sizeof(double)*neqp,error_message); */ - /* class_alloc(y,sizeof(double)*neqp,error_message); */ - /* class_alloc(invwt,sizeof(double)*neqp,error_message); */ - /* class_alloc(rhs,sizeof(double)*neqp,error_message); */ - /* class_alloc(psi,sizeof(double)*neqp,error_message); */ - /* class_alloc(difkp1,sizeof(double)*neqp,error_message); */ - /* class_alloc(del,sizeof(double)*neqp,error_message); */ - /* class_alloc(yinterp,sizeof(double)*neqp,error_message); */ - /* class_alloc(ypinterp,sizeof(double)*neqp,error_message); */ - /* class_alloc(yppinterp,sizeof(double)*neqp,error_message); */ - /* class_alloc(tempvec1,sizeof(double)*neqp,error_message); */ - /* class_alloc(tempvec2,sizeof(double)*neqp,error_message); */ - - /* class_alloc(interpidx,sizeof(int)*neqp,error_message); */ + /* class_alloc(f0,sizeof(double)*neqp,error_message); */ + /* class_alloc(wt,sizeof(double)*neqp,error_message); */ + /* class_alloc(ddfddt,sizeof(double)*neqp,error_message); */ + /* class_alloc(pred,sizeof(double)*neqp,error_message); */ + /* class_alloc(y,sizeof(double)*neqp,error_message); */ + /* class_alloc(invwt,sizeof(double)*neqp,error_message); */ + /* class_alloc(rhs,sizeof(double)*neqp,error_message); */ + /* class_alloc(psi,sizeof(double)*neqp,error_message); */ + /* class_alloc(difkp1,sizeof(double)*neqp,error_message); */ + /* class_alloc(del,sizeof(double)*neqp,error_message); */ + /* class_alloc(yinterp,sizeof(double)*neqp,error_message); */ + /* class_alloc(ypinterp,sizeof(double)*neqp,error_message); */ + /* class_alloc(yppinterp,sizeof(double)*neqp,error_message); */ + /* class_alloc(tempvec1,sizeof(double)*neqp,error_message); */ + /* class_alloc(tempvec2,sizeof(double)*neqp,error_message); */ + + /* class_alloc(interpidx,sizeof(int)*neqp,error_message); */ /* Allocate vector of pointers to rows of dif:*/ - /* class_alloc(dif,sizeof(double*)*neqp,error_message); */ - /* class_calloc(dif[1],(7*neq+1),sizeof(double),error_message); */ - /* dif[0] = NULL; */ - /* for(j=2;j<=neq;j++) dif[j] = dif[j-1]+7; */ /* Set row pointers... */ + /* class_alloc(dif,sizeof(double*)*neqp,error_message); */ + /* class_calloc(dif[1],(7*neq+1),sizeof(double),error_message); */ + /* dif[0] = NULL; */ + /* for(j=2;j<=neq;j++) dif[j] = dif[j-1]+7; */ /* Set row pointers... */ /*Set pointers:*/ ynew = y_inout-1; /* This way y_inout is always up to date. */ @@ -241,8 +242,8 @@ int evolver_ndf15( nfenj=0; class_call_except(numjac((*derivs),t,y,f0,&jac,&nj_ws,abstol,neq, &nfenj,parameters_and_workspace_for_derivs,error_message), - error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + error_message,error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); stepstat[3] += 1; stepstat[2] += nfenj; Jcurrent = _TRUE_; /* True */ @@ -266,7 +267,7 @@ int evolver_ndf15( class_call_except((*derivs)(t+tdel,y+1,tempvec1+1,parameters_and_workspace_for_derivs,error_message), error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); stepstat[2] += 1; /*I assume that a full jacobi matrix is always calculated in the beginning...*/ @@ -289,7 +290,7 @@ int evolver_ndf15( h = tdir * absh; /* Done calculating initial step Get ready to do the loop:*/ - k = 1; /*start at order 1 with BDF1 */ + k = 1; /*start at order 1 with BDF1 */ klast = k; abshlast = absh; @@ -299,7 +300,7 @@ int evolver_ndf15( nconhk = 0; /*steps taken with current h and k*/ class_call_except(new_linearisation(&jac,hinvGak,neq,error_message), error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); stepstat[4] += 1; havrate = _FALSE_; /*false*/ @@ -308,12 +309,15 @@ int evolver_ndf15( at_hmin = _FALSE_; while (done==_FALSE_){ hmin = MAX(hmin, minimum_variation); + /**class_test(stepstat[2] > 1e5, error_message, + "Too many steps in evolver! Current stepsize:%g, in interval: [%g:%g]\n", + absh,t0,tfinal);*/ maxtmp = MAX(hmin,absh); absh = MIN(hmax, maxtmp); if (fabs(absh-hmin)<100*eps){ /* If the stepsize has not changed */ if (at_hmin==_TRUE_){ - absh = abshlast; /*required by stepsize recovery */ + absh = abshlast; /*required by stepsize recovery */ } at_hmin = _TRUE_; } @@ -332,216 +336,220 @@ int evolver_ndf15( hinvGak = h * invGa[k-1]; nconhk = 0; class_call_except(new_linearisation(&jac,hinvGak,neq,error_message), - error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + error_message,error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); stepstat[4] += 1; havrate = _FALSE_; } - /* Loop for advancing one step */ + /* Loop for advancing one step */ nofailed = _TRUE_; for( ; ; ){ - gotynew = _FALSE_; /* is ynew evaluated yet?*/ + gotynew = _FALSE_; /* is ynew evaluated yet?*/ while(gotynew==_FALSE_){ - /*Compute the constant terms in the equation for ynew. - Next FOR lop is just: psi = matmul(dif(:,1:k),(G(1:k) * invGa(k)))*/ - for(ii=1;ii<=neq;ii++){ - psi[ii] = 0.0; - for(jj=1;jj<=k;jj++){ - psi[ii] += dif[ii][jj]*G[jj-1]*invGa[k-1]; - } - } - /* Predict a solution at t+h. */ - tnew = t + h; - if (done==_TRUE_){ - tnew = tfinal; /*Hit end point exactly. */ - } - h = tnew - t; /* Purify h. */ - for(ii=1;ii<=neq;ii++){ - pred[ii] = y[ii]; - for(jj=1;jj<=k;jj++){ - pred[ii] +=dif[ii][jj]; - } - } - eqvec(pred,ynew,neq); - - /*The difference, difkp1, between pred and the final accepted - ynew is equal to the backward difference of ynew of order - k+1. Initialize to zero for the iteration to compute ynew. - */ - - minnrm = 0.0; - for(j=1;j<=neq;j++){ - difkp1[j] = 0.0; - maxtmp = MAX(fabs(ynew[j]),fabs(y[j])); - invwt[j] = 1.0 / MAX(maxtmp,threshold); - maxtmp = 100*eps*fabs(ynew[j]*invwt[j]); - minnrm = MAX(minnrm,maxtmp); - } - /* Iterate with simplified Newton method. */ - tooslow = _FALSE_; - for(iter=1;iter<=maxit;iter++){ - for (ii=1;ii<=neq;ii++){ - tempvec1[ii]=(psi[ii]+difkp1[ii]); - } - class_call_except((*derivs)(tnew,ynew+1,f0+1,parameters_and_workspace_for_derivs,error_message), - error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); - stepstat[2] += 1; - for(j=1;j<=neq;j++){ - rhs[j] = hinvGak*f0[j]-tempvec1[j]; - } - - /*Solve the linear system A*x=del by using the LU decomposition stored in jac.*/ - if (jac.use_sparse){ - sp_lusolve(jac.Numerical, rhs+1, del+1); - } - else{ - eqvec(rhs,del,neq); - lubksb(jac.LU,neq,jac.luidx,del); - } - - stepstat[5]+=1; - newnrm = 0.0; - for(j=1;j<=neq;j++){ - maxtmp = fabs(del[j]*invwt[j]); - newnrm = MAX(newnrm,maxtmp); - } - for(j=1;j<=neq;j++){ - difkp1[j] += del[j]; - ynew[j] = pred[j] + difkp1[j]; - } - if (newnrm <= minnrm){ - gotynew = _TRUE_; - break; /* Break Newton loop */ - } - else if(iter == 1){ - if (havrate==_TRUE_){ - errit = newnrm * rate / (1.0 - rate); - if (errit <= 0.05*rtol){ - gotynew = _TRUE_; - break; /* Break Newton Loop*/ - } - } - else { - rate = 0.0; - } - } - else if(newnrm > 0.9*oldnrm){ - tooslow = _TRUE_; - break; /*Break Newton lop */ - } - else{ - rate = MAX(0.9*rate, newnrm / oldnrm); - havrate = _TRUE_; - errit = newnrm * rate / (1.0 - rate); - if (errit <= 0.5*rtol){ - gotynew = _TRUE_; - break; /* exit newton */ - } - else if (iter == maxit){ - tooslow = _TRUE_; - break; /*exit newton */ - } - else if (0.5*rtol < errit*pow(rate,(maxit-iter))){ - tooslow = _TRUE_; - break; /*exit Newton */ - } - } - oldnrm = newnrm; - } - if (tooslow==_TRUE_){ - stepstat[1] += 1; - /* ! Speed up the iteration by forming new linearization or reducing h. */ - if (Jcurrent==_FALSE_){ - class_call_except((*derivs)(t,y+1,f0+1,parameters_and_workspace_for_derivs,error_message), - error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); - nfenj=0; - class_call_except(numjac((*derivs),t,y,f0,&jac,&nj_ws,abstol,neq, - &nfenj,parameters_and_workspace_for_derivs,error_message), - error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); - stepstat[3] += 1; - stepstat[2] += (nfenj + 1); - Jcurrent = _TRUE_; - } - else if (absh <= hmin){ - class_test_except(absh <= hmin, - error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws), - "Step size too small: step:%g, minimum:%g, in interval: [%g:%g]\n", - absh,hmin,t0,tfinal); - } - else{ - abshlast = absh; - absh = MAX(0.3 * absh, hmin); - h = tdir * absh; - done = _FALSE_; - adjust_stepsize(dif,(absh/abshlast),neq,k); - hinvGak = h * invGa[k-1]; - nconhk = 0; - } - /* A new linearisation is needed in both cases */ - class_call_except(new_linearisation(&jac,hinvGak,neq,error_message), - error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); - stepstat[4] += 1; - havrate = _FALSE_; - } + /*Compute the constant terms in the equation for ynew. + Next FOR lop is just: psi = matmul(dif(:,1:k),(G(1:k) * invGa(k)))*/ + for(ii=1;ii<=neq;ii++){ + psi[ii] = 0.0; + for(jj=1;jj<=k;jj++){ + psi[ii] += dif[ii][jj]*G[jj-1]*invGa[k-1]; + } + } + /* Predict a solution at t+h. */ + tnew = t + h; + if (done==_TRUE_){ + tnew = tfinal; /*Hit end point exactly. */ + } + h = tnew - t; /* Purify h. */ + for(ii=1;ii<=neq;ii++){ + pred[ii] = y[ii]; + for(jj=1;jj<=k;jj++){ + pred[ii] +=dif[ii][jj]; + } + } + eqvec(pred,ynew,neq); + + /*The difference, difkp1, between pred and the final accepted + ynew is equal to the backward difference of ynew of order + k+1. Initialize to zero for the iteration to compute ynew. + */ + + minnrm = 0.0; + for(j=1;j<=neq;j++){ + difkp1[j] = 0.0; + maxtmp = MAX(fabs(ynew[j]),fabs(y[j])); + invwt[j] = 1.0 / MAX(maxtmp,threshold); + maxtmp = 100*eps*fabs(ynew[j]*invwt[j]); + minnrm = MAX(minnrm,maxtmp); + } + /* Iterate with simplified Newton method. */ + tooslow = _FALSE_; + for(iter=1;iter<=maxit;iter++){ + for (ii=1;ii<=neq;ii++){ + tempvec1[ii]=(psi[ii]+difkp1[ii]); + } + class_call_except((*derivs)(tnew,ynew+1,f0+1,parameters_and_workspace_for_derivs,error_message), + error_message,error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + stepstat[2] += 1; + for(j=1;j<=neq;j++){ + rhs[j] = hinvGak*f0[j]-tempvec1[j]; + } + + /*Solve the linear system A*x=del by using the LU decomposition stored in jac.*/ + if (jac.use_sparse){ + funcreturn = sp_lusolve(jac.Numerical, rhs+1, del+1); + class_test(funcreturn == _FAILURE_,error_message, + "Failure in sp_lusolve. Possibly singular matrix!"); + } + else{ + eqvec(rhs,del,neq); + funcreturn = lubksb(jac.LU,neq,jac.luidx,del); + class_test(funcreturn == _FAILURE_,error_message, + "Failure in lubksb. Possibly singular matrix!"); + } + + stepstat[5]+=1; + newnrm = 0.0; + for(j=1;j<=neq;j++){ + maxtmp = fabs(del[j]*invwt[j]); + newnrm = MAX(newnrm,maxtmp); + } + for(j=1;j<=neq;j++){ + difkp1[j] += del[j]; + ynew[j] = pred[j] + difkp1[j]; + } + if (newnrm <= minnrm){ + gotynew = _TRUE_; + break; /* Break Newton loop */ + } + else if(iter == 1){ + if (havrate==_TRUE_){ + errit = newnrm * rate / (1.0 - rate); + if (errit <= 0.05*rtol){ + gotynew = _TRUE_; + break; /* Break Newton Loop*/ + } + } + else { + rate = 0.0; + } + } + else if(newnrm > 0.9*oldnrm){ + tooslow = _TRUE_; + break; /*Break Newton lop */ + } + else{ + rate = MAX(0.9*rate, newnrm / oldnrm); + havrate = _TRUE_; + errit = newnrm * rate / (1.0 - rate); + if (errit <= 0.5*rtol){ + gotynew = _TRUE_; + break; /* exit newton */ + } + else if (iter == maxit){ + tooslow = _TRUE_; + break; /*exit newton */ + } + else if (0.5*rtol < errit*pow(rate,(maxit-iter))){ + tooslow = _TRUE_; + break; /*exit Newton */ + } + } + oldnrm = newnrm; + } + if (tooslow==_TRUE_){ + stepstat[1] += 1; + /* ! Speed up the iteration by forming new linearization or reducing h. */ + if (Jcurrent==_FALSE_){ + class_call_except((*derivs)(t,y+1,f0+1,parameters_and_workspace_for_derivs,error_message), + error_message,error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + nfenj=0; + class_call_except(numjac((*derivs),t,y,f0,&jac,&nj_ws,abstol,neq, + &nfenj,parameters_and_workspace_for_derivs,error_message), + error_message,error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + stepstat[3] += 1; + stepstat[2] += (nfenj + 1); + Jcurrent = _TRUE_; + } + else if (absh <= hmin){ + class_test_except(absh <= hmin, + error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws), + "Step size too small: step:%g, minimum:%g, in interval: [%g:%g]\n", + absh,hmin,t0,tfinal); + } + else{ + abshlast = absh; + absh = MAX(0.3 * absh, hmin); + h = tdir * absh; + done = _FALSE_; + adjust_stepsize(dif,(absh/abshlast),neq,k); + hinvGak = h * invGa[k-1]; + nconhk = 0; + } + /* A new linearisation is needed in both cases */ + class_call_except(new_linearisation(&jac,hinvGak,neq,error_message), + error_message,error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + stepstat[4] += 1; + havrate = _FALSE_; + } } /*end of while loop for getting ynew - difkp1 is now the backward difference of ynew of order k+1. */ + difkp1 is now the backward difference of ynew of order k+1. */ err = 0.0; for(jj=1;jj<=neq;jj++){ - err = MAX(err,fabs(difkp1[jj]*invwt[jj])); + err = MAX(err,fabs(difkp1[jj]*invwt[jj])); } err = err * erconst[k-1]; if (err>rtol){ - /*Step failed */ - stepstat[1]+= 1; - if (absh <= hmin){ - class_test_except(absh <= hmin, - error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws), - "Step size too small: step:%g, minimum:%g, in interval: [%g:%g]\n", - absh,hmin,t0,tfinal); - } - abshlast = absh; - if (nofailed==_TRUE_){ - nofailed = _FALSE_; - hopt = absh * MAX(0.1, 0.833*pow((rtol/err),(1.0/(k+1)))); - if (k > 1){ - errkm1 = 0.0; - for(jj=1;jj<=neq;jj++){ - errkm1 = MAX(errkm1,fabs((dif[jj][k]+difkp1[jj])*invwt[jj])); - } - errkm1 = errkm1*erconst[k-2]; - hkm1 = absh * MAX(0.1, 0.769*pow((rtol/errkm1),(1.0/k))); - if (hkm1 > hopt){ - hopt = MIN(absh,hkm1); /* don't allow step size increase */ - k = k - 1; - } - } - absh = MAX(hmin, hopt); - } - else{ - absh = MAX(hmin, 0.5 * absh); - } - h = tdir * absh; - if (absh < abshlast){ - done = _FALSE_; - } - adjust_stepsize(dif,(absh/abshlast),neq,k); - hinvGak = h * invGa[k-1]; - nconhk = 0; - class_call_except(new_linearisation(&jac,hinvGak,neq,error_message), - error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); - stepstat[4] += 1; - havrate = _FALSE_; + /*Step failed */ + stepstat[1]+= 1; + if (absh <= hmin){ + class_test_except(absh <= hmin, + error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws), + "Step size too small: step:%g, minimum:%g, in interval: [%g:%g]\n", + absh,hmin,t0,tfinal); + } + abshlast = absh; + if (nofailed==_TRUE_){ + nofailed = _FALSE_; + hopt = absh * MAX(0.1, 0.833*pow((rtol/err),(1.0/(k+1)))); + if (k > 1){ + errkm1 = 0.0; + for(jj=1;jj<=neq;jj++){ + errkm1 = MAX(errkm1,fabs((dif[jj][k]+difkp1[jj])*invwt[jj])); + } + errkm1 = errkm1*erconst[k-2]; + hkm1 = absh * MAX(0.1, 0.769*pow((rtol/errkm1),(1.0/k))); + if (hkm1 > hopt){ + hopt = MIN(absh,hkm1); /* don't allow step size increase */ + k = k - 1; + } + } + absh = MAX(hmin, hopt); + } + else{ + absh = MAX(hmin, 0.5 * absh); + } + h = tdir * absh; + if (absh < abshlast){ + done = _FALSE_; + } + adjust_stepsize(dif,(absh/abshlast),neq,k); + hinvGak = h * invGa[k-1]; + nconhk = 0; + class_call_except(new_linearisation(&jac,hinvGak,neq,error_message), + error_message,error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + stepstat[4] += 1; + havrate = _FALSE_; } else { - break; /* Succesfull step */ + break; /* Succesfull step */ } } /* End of conditionless FOR loop */ @@ -554,7 +562,7 @@ int evolver_ndf15( } for(j=k;j>=1;j--){ for(ii=1;ii<=neq;ii++){ - dif[ii][j] += dif[ii][j+1]; + dif[ii][j] += dif[ii][j+1]; } } /** Output **/ @@ -563,24 +571,24 @@ int evolver_ndf15( if (tnew==t_vec[next]){ class_call_except((*output)(t_vec[next],ynew+1,f0+1,next,parameters_and_workspace_for_derivs,error_message), error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); // MODIFICATION BY LUC // All print_variables have been moved to the end of time step /* - if (print_variables != NULL){ - class_call((*print_variables)(t_vec[next],ynew+1,f0+1, - parameters_and_workspace_for_derivs,error_message), - error_message,error_message); - } + if (print_variables != NULL){ + class_call((*print_variables)(t_vec[next],ynew+1,f0+1, + parameters_and_workspace_for_derivs,error_message), + error_message,error_message); + } */ } else { - /*Interpolate if we have overshot sample values*/ - interp_from_dif(t_vec[next],tnew,ynew,h,dif,k,yinterp,ypinterp,yppinterp,interpidx,neq,2); + /*Interpolate if we have overshot sample values*/ + interp_from_dif(t_vec[next],tnew,ynew,h,dif,k,yinterp,ypinterp,yppinterp,interpidx,neq,2); - class_call_except((*output)(t_vec[next],yinterp+1,ypinterp+1,next,parameters_and_workspace_for_derivs,error_message), - error_message,error_message, - free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); + class_call_except((*output)(t_vec[next],yinterp+1,ypinterp+1,next,parameters_and_workspace_for_derivs,error_message), + error_message,error_message, + free(buffer);uninitialize_jacobian(&jac);uninitialize_numjac_workspace(&nj_ws)); } next++; @@ -595,53 +603,53 @@ int evolver_ndf15( if (nconhk >= k + 2){ temp = 1.2*pow((err/rtol),(1.0/(k+1.0))); if (temp > 0.1){ - hopt = absh / temp; + hopt = absh / temp; } else { - hopt = 10*absh; + hopt = 10*absh; } kopt = k; if (k > 1){ - errkm1 = 0.0; - for(jj=1;jj<=neq;jj++){ - errkm1 = MAX(errkm1,fabs(dif[jj][k]*invwt[jj])); - } - errkm1 = errkm1*erconst[k-2]; - temp = 1.3*pow((errkm1/rtol),(1.0/k)); - if (temp > 0.1){ - hkm1 = absh / temp; - } - else { - hkm1 = 10*absh; - } - if (hkm1 > hopt){ - hopt = hkm1; - kopt = k - 1; - } + errkm1 = 0.0; + for(jj=1;jj<=neq;jj++){ + errkm1 = MAX(errkm1,fabs(dif[jj][k]*invwt[jj])); + } + errkm1 = errkm1*erconst[k-2]; + temp = 1.3*pow((errkm1/rtol),(1.0/k)); + if (temp > 0.1){ + hkm1 = absh / temp; + } + else { + hkm1 = 10*absh; + } + if (hkm1 > hopt){ + hopt = hkm1; + kopt = k - 1; + } } if (k < maxk){ - errkp1 = 0.0; - for(jj=1;jj<=neq;jj++){ - errkp1 = MAX(errkp1,fabs(dif[jj][k+2]*invwt[jj])); - } - errkp1 = errkp1*erconst[k]; - temp = 1.4*pow((errkp1/rtol),(1.0/(k+2.0))); - if (temp > 0.1){ - hkp1 = absh / temp; - } - else { - hkp1 = 10*absh; - } - if (hkp1 > hopt){ - hopt = hkp1; - kopt = k + 1; - } + errkp1 = 0.0; + for(jj=1;jj<=neq;jj++){ + errkp1 = MAX(errkp1,fabs(dif[jj][k+2]*invwt[jj])); + } + errkp1 = errkp1*erconst[k]; + temp = 1.4*pow((errkp1/rtol),(1.0/(k+2.0))); + if (temp > 0.1){ + hkp1 = absh / temp; + } + else { + hkp1 = 10*absh; + } + if (hkp1 > hopt){ + hopt = hkp1; + kopt = k + 1; + } } if (hopt > absh){ - absh = hopt; - if (k!=kopt){ - k = kopt; - } + absh = hopt; + if (k!=kopt){ + k = kopt; + } } } /* Advance the integration one step. */ @@ -691,32 +699,32 @@ int evolver_ndf15( if (verbose > 0){ printf("\n End of evolver. Next=%d, t=%e and tnew=%e.",next,t,tnew); printf("\n Statistics: [%d %d %d %d %d %d] \n",stepstat[0],stepstat[1], - stepstat[2],stepstat[3],stepstat[4],stepstat[5]); + stepstat[2],stepstat[3],stepstat[4],stepstat[5]); } /** Deallocate memory */ free(buffer); - /* free(f0); */ - /* free(wt); */ - /* free(ddfddt); */ - /* free(pred); */ - /* free(y); */ - /* free(invwt); */ - /* free(rhs); */ - /* free(psi); */ - /* free(difkp1); */ - /* free(del); */ - /* free(yinterp); */ - /* free(ypinterp); */ - /* free(yppinterp); */ - /* free(tempvec1); */ - /* free(tempvec2); */ - - /* free(interpidx); */ - /* free(dif[1]); */ - /* free(dif); */ + /* free(f0); */ + /* free(wt); */ + /* free(ddfddt); */ + /* free(pred); */ + /* free(y); */ + /* free(invwt); */ + /* free(rhs); */ + /* free(psi); */ + /* free(difkp1); */ + /* free(del); */ + /* free(yinterp); */ + /* free(ypinterp); */ + /* free(yppinterp); */ + /* free(tempvec1); */ + /* free(tempvec2); */ + + /* free(interpidx); */ + /* free(dif[1]); */ + /* free(dif); */ uninitialize_jacobian(&jac); uninitialize_numjac_workspace(&nj_ws); @@ -752,35 +760,35 @@ int calc_C(struct jacobian *jac){ for (i=Ap[j];iNumerical->xi[col][k]==row){ - duplicate = _TRUE_; - break; - } - } - if (!duplicate){ - jac->Numerical->xi[col][Cp[col+1]] = row; - Cp[col+1]++; - } - /* Add (j,i) to sparsity pattern if it does not exist: */ - duplicate = _FALSE_; - col = Ai[i]; row = j; - for(k=0;kNumerical->xi[col][k]==row){ - duplicate = _TRUE_; - break; - } - } - if (!duplicate){ - jac->Numerical->xi[col][Cp[col+1]] = row; - Cp[col+1]++; - } + /*Don't consider diagonal entries..*/ + /* Add (i,j) to sparsity pattern of C, if it does not exist: */ + duplicate = _FALSE_; + col = j; row = Ai[i]; + for(k=0;kNumerical->xi[col][k]==row){ + duplicate = _TRUE_; + break; + } + } + if (!duplicate){ + jac->Numerical->xi[col][Cp[col+1]] = row; + Cp[col+1]++; + } + /* Add (j,i) to sparsity pattern if it does not exist: */ + duplicate = _FALSE_; + col = Ai[i]; row = j; + for(k=0;kNumerical->xi[col][k]==row){ + duplicate = _TRUE_; + break; + } + } + if (!duplicate){ + jac->Numerical->xi[col][Cp[col+1]] = row; + Cp[col+1]++; + } } } } @@ -798,7 +806,7 @@ int calc_C(struct jacobian *jac){ /* Subroutine that interpolates from information stored in dif */ int interp_from_difold(double tinterp,double tnew,double *ynew,double h,double **dif,int k, double *yinterp, - double *ypinterp, double *yppinterp, int* index, int neq, int output){ + double *ypinterp, double *yppinterp, int* index, int neq, int output){ /* Output=1: only y_vector. Output=2: y and y prime. Output=3: y, yp and ypp*/ int i,j,m,l,p,factor; double sumj,suml,sump,prodm,s; @@ -806,9 +814,9 @@ int interp_from_difold(double tinterp,double tnew,double *ynew,double h,double * if (k==1){ for(i=1;i<=neq;i++){ if(index[i]==_TRUE_){ - yinterp[i] = ynew[i] + dif[i][1] * s; - if (output>1) ypinterp[i] = dif[i][1]/h; - if (output>2) yppinterp[i] = 0; /* No good estimate can be made of the second derivative */ + yinterp[i] = ynew[i] + dif[i][1] * s; + if (output>1) ypinterp[i] = dif[i][1]/h; + if (output>2) yppinterp[i] = 0; /* No good estimate can be made of the second derivative */ } } } @@ -816,60 +824,60 @@ int interp_from_difold(double tinterp,double tnew,double *ynew,double h,double * /*This gets tricky */ for(i=1;i<=neq;i++){ if(index[i]==_TRUE_){ - /*First the value of the function: */ - sumj=0.0; - factor=1; - for(j=1;j<=k;j++){ - prodm=1.0; - factor*=j; - for(m=0;m1){ - factor = 1; - sumj=0.0; - for(j=1;j<=k;j++){ - suml = 0.0; - factor *=j; - for(l=0;l2){ - factor=1; - sumj=0.0; - for(j=1;j<=k;j++){ - suml=0.0; - factor*=j; - for(l=0;l1){ + factor = 1; + sumj=0.0; + for(j=1;j<=k;j++){ + suml = 0.0; + factor *=j; + for(l=0;l2){ + factor=1; + sumj=0.0; + for(j=1;j<=k;j++){ + suml=0.0; + factor*=j; + for(l=0;lspJ->Ax from jac->xjac, the jacobian:*/ for(j=0;jxjac[i]; - } - else{ - Ax[i] = -hinvGak*jac->xjac[i]; - } + if(Ai[i]==j){ + /* I'm at the diagonal */ + Ax[i] = 1.0-hinvGak*jac->xjac[i]; + } + else{ + Ax[i] = -hinvGak*jac->xjac[i]; + } } } /* Matrix constructed... */ if(jac->new_jacobian==_TRUE_){ /*I have a new pattern, and I have not done a LU decomposition - since the last jacobian calculation, so I need to do a full - sparse LU-decomposition: */ + since the last jacobian calculation, so I need to do a full + sparse LU-decomposition: */ /* Find the sparsity pattern C = J + J':*/ calc_C(jac); /* Calculate the optimal ordering: */ sp_amd(jac->Cp, jac->Ci, neq, jac->cnzmax, - jac->Numerical->q,jac->Numerical->wamd); + jac->Numerical->q,jac->Numerical->wamd); /* if the next line is uncomented, the code uses natural ordering instead of AMD ordering */ /*jac->Numerical->q = NULL;*/ funcreturn = sp_ludcmp(jac->Numerical, jac->spJ, 1e-3); class_test(funcreturn == _FAILURE_,error_message, - "Failure in sp_ludcmp. Possibly singular matrix!"); + "Failure in sp_ludcmp. Possibly singular matrix!"); jac->new_jacobian = _FALSE_; } else{ @@ -1005,14 +1013,14 @@ int new_linearisation(struct jacobian *jac,double hinvGak,int neq,ErrorMsg error /* Normal calculation: */ for(i=1;i<=neq;i++){ for(j=1;j<=neq;j++){ - jac->LU[i][j] = - hinvGak * jac->dfdy[i][j]; - if(i==j) jac->LU[i][j] +=1.0; + jac->LU[i][j] = - hinvGak * jac->dfdy[i][j]; + if(i==j) jac->LU[i][j] +=1.0; } } /*Dense LU decomposition: */ funcreturn = ludcmp(jac->LU,neq,jac->luidx,&luparity,jac->LUw); class_test(funcreturn == _FAILURE_,error_message, - "Failure in ludcmp. Possibly singular matrix!"); + "Failure in ludcmp. Possibly singular matrix!"); } return _SUCCESS_; } @@ -1060,15 +1068,15 @@ int ludcmp(double **a, int n, int *indx, double *d, double *vv){ for (k=1;k= big) { - big=dum; - imax=i; + big=dum; + imax=i; } } if (j != imax) { for (k=1;k<=n;k++) { - dum=a[imax][k]; - a[imax][k]=a[j][k]; - a[j][k]=dum; + dum=a[imax][k]; + a[imax][k]=a[j][k]; + a[j][k]=dum; } *d = -(*d); vv[imax]=vv[j]; @@ -1103,6 +1111,7 @@ int fzero_Newton(int (*func)(double *x, int k,i,j,*indx, ntrial=20; double errx,errf,d,*F0,*Fdel,**Fjac,*p, *lu_work; int has_converged = _FALSE_; + int funcreturn; double toljac = 1e-3; double *delx; @@ -1169,8 +1178,12 @@ int fzero_Newton(int (*func)(double *x, for (i=1; i<=x_size; i++) p[i] = -F0[i-1]; //Right-hand side of linear equations. - ludcmp(Fjac, x_size, indx, &d, lu_work); //Solve linear equations using LU decomposition. - lubksb(Fjac, x_size, indx, p); + funcreturn = ludcmp(Fjac, x_size, indx, &d, lu_work); //Solve linear equations using LU decomposition. + class_test(funcreturn == _FAILURE_,error_message, + "Failure in ludcmp. Possibly singular matrix!"); + funcreturn = lubksb(Fjac, x_size, indx, p); + class_test(funcreturn == _FAILURE_,error_message, + "Failure in lubksb. Possibly singular matrix!"); errx=0.0; //Check root convergence. for (i=1; i<=x_size; i++) { //Update solution. errx += fabs(p[i]); @@ -1201,19 +1214,19 @@ int fzero_Newton(int (*func)(double *x, /**********************************************************************/ /* Here are some routines related to the calculation of the jacobian: */ -/* "numjac", "initialize_jacobian", "uninitialize_jacobian", */ -/* "initialize_numjac_workspace", "uninitialize_numjac_workspace". */ +/* "numjac", "initialize_jacobian", "uninitialize_jacobian", */ +/* "initialize_numjac_workspace", "uninitialize_numjac_workspace". */ /**********************************************************************/ int numjac( - int (*derivs)(double x, double * y,double * dy, - void * parameters_and_workspace, ErrorMsg error_message), - double t, double *y, double *fval, - struct jacobian *jac, struct numjac_workspace *nj_ws, - double thresh, int neq, int *nfe, void * parameters_and_workspace_for_derivs, - ErrorMsg error_message){ - /* Routine that computes the jacobian numerically. It is based on the numjac - implementation in MATLAB, but a feature for recognising sparsity in the - jacobian and taking advantage of that has been added. + int (*derivs)(double x, double * y,double * dy, + void * parameters_and_workspace, ErrorMsg error_message), + double t, double *y, double *fval, + struct jacobian *jac, struct numjac_workspace *nj_ws, + double thresh, int neq, int *nfe, void * parameters_and_workspace_for_derivs, + ErrorMsg error_message){ + /* Routine that computes the jacobian numerically. It is based on the numjac + implementation in MATLAB, but a feature for recognising sparsity in the + jacobian and taking advantage of that has been added. */ double eps=1e-16, br=pow(eps,0.875),bl=pow(eps,0.75),bu=pow(eps,0.25); double facmin=pow(eps,0.78),facmax=0.1; @@ -1248,17 +1261,17 @@ int numjac( for(j=1;j<=neq;j++){ if (nj_ws->del[j]==0.0){ for(;;){ - if (fac[j] < facmax){ - fac[j] = MIN(100*fac[j],facmax); - nj_ws->del[j] = (y[j] + fac[j]*nj_ws->yscale[j]) - y[j]; - if(nj_ws->del[j]==0.0){ - break; - } - } - else{ - nj_ws->del[j] = thresh; - break; - } + if (fac[j] < facmax){ + fac[j] = MIN(100*fac[j],facmax); + nj_ws->del[j] = (y[j] + fac[j]*nj_ws->yscale[j]) - y[j]; + if(nj_ws->del[j]==0.0){ + break; + } + } + else{ + nj_ws->del[j] = thresh; + break; + } } } } @@ -1282,15 +1295,15 @@ int numjac( jac->has_grouping = 1; } colmax = jac->max_group+1; - /* printf("\n ->groups=%d/%d.",colmax,neq); */ + /* printf("\n ->groups=%d/%d.",colmax,neq); */ for(j=1;j<=colmax;j++){ /*loop over groups */ group = j-1; for(i=1;i<=neq;i++){ - /*Add y-vector.. */ - nj_ws->ydel_Fdel[i][j] = y[i]; - /*Add del of all groupmembers:*/ - if(jac->col_group[i-1]==group) nj_ws->ydel_Fdel[i][j] +=nj_ws->del[i]; + /*Add y-vector.. */ + nj_ws->ydel_Fdel[i][j] = y[i]; + /*Add del of all groupmembers:*/ + if(jac->col_group[i-1]==group) nj_ws->ydel_Fdel[i][j] +=nj_ws->del[i]; } } } @@ -1300,7 +1313,7 @@ int numjac( colmax = neq; for(j=1;j<=neq;j++){ for(i=1;i<=neq;i++){ - nj_ws->ydel_Fdel[i][j] = y[i]; + nj_ws->ydel_Fdel[i][j] = y[i]; } nj_ws->ydel_Fdel[j][j] += nj_ws->del[j]; } @@ -1313,8 +1326,8 @@ int numjac( nj_ws->yydel[i] = nj_ws->ydel_Fdel[i][j]; } class_call((*derivs)(t,nj_ws->yydel+1,nj_ws->ffdel+1, - parameters_and_workspace_for_derivs,error_message), - error_message,error_message); + parameters_and_workspace_for_derivs,error_message), + error_message,error_message); *nfe+=1; for(i=1;i<=neq;i++) nj_ws->ydel_Fdel[i][j] = nj_ws->ffdel[i]; @@ -1331,17 +1344,17 @@ int numjac( Fdiff_new = 0.0; Fdiff_absrm = 0.0; for(i=Ap[j];iydel_Fdel[row][group+1]-fval[row]; /*Remember to access the column of the corresponding group */ - if (fabs(Fdiff_new)>=Fdiff_absrm){ - nj_ws->Rowmax[j+1] = row; - nj_ws->Difmax[j+1] = Fdiff_new; - } - /* Assign value to sparse rep of jacobian: */ - jac->xjac[i] = Fdiff_new/nj_ws->del[j+1]; + /* Loop over rows in the sparse matrix */ + row = Ai[i]+1; + /* Do I want to construct the full jacobian? No, that is ugly..*/ + Fdiff_absrm = MAX(Fdiff_absrm,fabs(Fdiff_new)); + Fdiff_new = nj_ws->ydel_Fdel[row][group+1]-fval[row]; /*Remember to access the column of the corresponding group */ + if (fabs(Fdiff_new)>=Fdiff_absrm){ + nj_ws->Rowmax[j+1] = row; + nj_ws->Difmax[j+1] = Fdiff_new; + } + /* Assign value to sparse rep of jacobian: */ + jac->xjac[i] = Fdiff_new/nj_ws->del[j+1]; } /* The maximum numerical value of Fdel in true column j+1*/ nj_ws->absFdelRm[j+1] = fabs(nj_ws->ydel_Fdel[nj_ws->Rowmax[j+1]][group+1]); @@ -1353,15 +1366,15 @@ int numjac( Fdiff_new = 0.0; Fdiff_absrm = 0.0; for(i=1;i<=neq;i++){ - Fdiff_absrm = MAX(fabs(Fdiff_new),Fdiff_absrm); - Fdiff_new = nj_ws->ydel_Fdel[i][j] - fval[i]; - dFdy[i][j] = Fdiff_new/nj_ws->del[j]; - /*Find row maximums:*/ - if(fabs(Fdiff_new)>=Fdiff_absrm){ - /* Found new max location in column */ - nj_ws->Rowmax[j] = i; - nj_ws->Difmax[j] = fabs(Fdiff_new); - } + Fdiff_absrm = MAX(fabs(Fdiff_new),Fdiff_absrm); + Fdiff_new = nj_ws->ydel_Fdel[i][j] - fval[i]; + dFdy[i][j] = Fdiff_new/nj_ws->del[j]; + /*Find row maximums:*/ + if(fabs(Fdiff_new)>=Fdiff_absrm){ + /* Found new max location in column */ + nj_ws->Rowmax[j] = i; + nj_ws->Difmax[j] = fabs(Fdiff_new); + } } nj_ws->absFdelRm[j] = fabs(nj_ws->ydel_Fdel[nj_ws->Rowmax[j]][j]); } @@ -1395,61 +1408,61 @@ int numjac( ! roundoff error, try a bigger increment. */ for(j=1;j<=neq;j++){ if ((nj_ws->logj[j]==1)&&(nj_ws->Difmax[j]<=(br*nj_ws->Fscale[j]))){ - tmpfac = MIN(sqrt(fac[j]),facmax); - del2 = (y[j] + tmpfac*nj_ws->yscale[j]) - y[j]; - if ((tmpfac!=fac[j])&&(del2!=0.0)){ - if (fval[j] >= 0.0){ - /*! keep del pointing into region */ - del2 = fabs(del2); - } - else{ - del2 = -fabs(del2); - } - nj_ws->yydel[j] = y[j] + del2; - class_call((*derivs)(t,nj_ws->yydel+1,nj_ws->ffdel+1, - parameters_and_workspace_for_derivs,error_message), - error_message,error_message); - *nfe+=1; - nj_ws->yydel[j] = y[j]; - rowmax2 = 1; - Fdiff_new=0.0; - Fdiff_absrm = 0.0; - for(i=1;i<=neq;i++){ - Fdiff_absrm = MAX(Fdiff_absrm,fabs(Fdiff_new)); - Fdiff_new = nj_ws->ffdel[i]-fval[i]; - nj_ws->tmp[i] = Fdiff_new/del2; - if(fabs(Fdiff_new)>=Fdiff_absrm){ - rowmax2 = i; - difmax2 = fabs(Fdiff_new); - } - } - maxval1 = difmax2*fabs(del2)*tmpfac; - maxval2 = nj_ws->Difmax[j]*fabs(nj_ws->del[j]); - if(maxval1>=maxval2){ - /* The new difference is more significant, so - use the column computed with this increment. - This depends on wether we are in sparse mode or not: */ - if ((jac->use_sparse)&&(jac->repeated_pattern >= jac->trust_sparse)){ - for(i=Ap[j-1];ixjac[i]=nj_ws->tmp[Ai[i]+1]; - } - else{ - for(i=1;i<=neq;i++) dFdy[i][j]=nj_ws->tmp[i]; - } - /* Adjust fac for the next call to numjac. */ - ffscale = MAX(fabs(nj_ws->ffdel[rowmax2]),nj_ws->absFvalue[rowmax2]); - if (difmax2 <= bl*ffscale){ - /* The difference is small, so increase the increment. */ - fac[j] = MIN(10*tmpfac, facmax); - } - else if(difmax2 > bu*ffscale){ - /* The difference is large, so reduce the increment. */ - fac[j] = MAX(0.1*tmpfac, facmin); - } - else{ - fac[j] = tmpfac; - } - } - } + tmpfac = MIN(sqrt(fac[j]),facmax); + del2 = (y[j] + tmpfac*nj_ws->yscale[j]) - y[j]; + if ((tmpfac!=fac[j])&&(del2!=0.0)){ + if (fval[j] >= 0.0){ + /*! keep del pointing into region */ + del2 = fabs(del2); + } + else{ + del2 = -fabs(del2); + } + nj_ws->yydel[j] = y[j] + del2; + class_call((*derivs)(t,nj_ws->yydel+1,nj_ws->ffdel+1, + parameters_and_workspace_for_derivs,error_message), + error_message,error_message); + *nfe+=1; + nj_ws->yydel[j] = y[j]; + rowmax2 = 1; + Fdiff_new=0.0; + Fdiff_absrm = 0.0; + for(i=1;i<=neq;i++){ + Fdiff_absrm = MAX(Fdiff_absrm,fabs(Fdiff_new)); + Fdiff_new = nj_ws->ffdel[i]-fval[i]; + nj_ws->tmp[i] = Fdiff_new/del2; + if(fabs(Fdiff_new)>=Fdiff_absrm){ + rowmax2 = i; + difmax2 = fabs(Fdiff_new); + } + } + maxval1 = difmax2*fabs(del2)*tmpfac; + maxval2 = nj_ws->Difmax[j]*fabs(nj_ws->del[j]); + if(maxval1>=maxval2){ + /* The new difference is more significant, so + use the column computed with this increment. + This depends on wether we are in sparse mode or not: */ + if ((jac->use_sparse)&&(jac->repeated_pattern >= jac->trust_sparse)){ + for(i=Ap[j-1];ixjac[i]=nj_ws->tmp[Ai[i]+1]; + } + else{ + for(i=1;i<=neq;i++) dFdy[i][j]=nj_ws->tmp[i]; + } + /* Adjust fac for the next call to numjac. */ + ffscale = MAX(fabs(nj_ws->ffdel[rowmax2]),nj_ws->absFvalue[rowmax2]); + if (difmax2 <= bl*ffscale){ + /* The difference is small, so increase the increment. */ + fac[j] = MIN(10*tmpfac, facmax); + } + else if(difmax2 > bu*ffscale){ + /* The difference is large, so reduce the increment. */ + fac[j] = MAX(0.1*tmpfac, facmin); + } + else{ + fac[j] = tmpfac; + } + } + } } } } @@ -1463,53 +1476,53 @@ int numjac( pattern_broken = _FALSE_; for(j=1;j<=neq;j++){ for(i=1;i<=neq;i++){ - if ((i==j)||(fabs(dFdy[i][j])!=0.0)){ - /* Diagonal or non-zero index found. */ - if (nz>=jac->max_nonzero){ - /* Too many non-zero points to take advantage of sparsity.*/ - jac->use_sparse = 0; - break; - } - /* Test pattern if it is still unbroken: */ - /* Two conditions must be met if the pattern is intact: Ap[j-1]<=nzhas_pattern==_TRUE_)){ - if ((nz=Ap[j])){ - /* If we are no longer in the right column, pattern is broken for sure. */ - pattern_broken = _TRUE_; - } - } - if ((pattern_broken==_FALSE_)&&(jac->has_pattern==_TRUE_)){ - /* Up to this point, the new jacobian has managed to fit in the old - sparsity pattern..*/ - if (Ai[nz]!=(i-1)){ - /* The current non-zero rownumber does not fit the current entry in the - sparse matrix. Pattern MIGHT be broken. Scan ahead in the sparse matrix - to search for the row entry: (Remember: the indices are sorted..)*/ - pattern_broken = _TRUE_; - for(nz2=nz; (nz2xjac[nz2] = 0.0; - } - } - } - /* The following works no matter the status of the pattern: */ - /* Write row_number: */ - Ai[nz] = i-1; - /* Write value: */ - jac->xjac[nz] = dFdy[i][j]; - nz++; - } + if ((i==j)||(fabs(dFdy[i][j])!=0.0)){ + /* Diagonal or non-zero index found. */ + if (nz>=jac->max_nonzero){ + /* Too many non-zero points to take advantage of sparsity.*/ + jac->use_sparse = 0; + break; + } + /* Test pattern if it is still unbroken: */ + /* Two conditions must be met if the pattern is intact: Ap[j-1]<=nzhas_pattern==_TRUE_)){ + if ((nz=Ap[j])){ + /* If we are no longer in the right column, pattern is broken for sure. */ + pattern_broken = _TRUE_; + } + } + if ((pattern_broken==_FALSE_)&&(jac->has_pattern==_TRUE_)){ + /* Up to this point, the new jacobian has managed to fit in the old + sparsity pattern..*/ + if (Ai[nz]!=(i-1)){ + /* The current non-zero rownumber does not fit the current entry in the + sparse matrix. Pattern MIGHT be broken. Scan ahead in the sparse matrix + to search for the row entry: (Remember: the indices are sorted..)*/ + pattern_broken = _TRUE_; + for(nz2=nz; (nz2xjac[nz2] = 0.0; + } + } + } + /* The following works no matter the status of the pattern: */ + /* Write row_number: */ + Ai[nz] = i-1; + /* Write value: */ + jac->xjac[nz] = dFdy[i][j]; + nz++; + } } /* Break this loop too if I have hit max non-zero points: */ if (jac->use_sparse==_FALSE_) break; @@ -1517,14 +1530,14 @@ int numjac( } if (jac->use_sparse==_TRUE_){ if ((jac->has_pattern==_TRUE_)&&(pattern_broken==_FALSE_)){ - /*New jacobian fitted into the current sparsity pattern:*/ - jac->repeated_pattern++; - /* printf("\n Found repeated pattern. nz=%d/%d and - rep.pat=%d.",nz,neq*neq,jac->repeated_pattern); */ + /*New jacobian fitted into the current sparsity pattern:*/ + jac->repeated_pattern++; + /* printf("\n Found repeated pattern. nz=%d/%d and + rep.pat=%d.",nz,neq*neq,jac->repeated_pattern); */ } else{ - /*Something has changed (or first run), better still do the full calculation..*/ - jac->repeated_pattern = 0; + /*Something has changed (or first run), better still do the full calculation..*/ + jac->repeated_pattern = 0; } jac->has_pattern = 1; } @@ -1585,10 +1598,10 @@ int initialize_jacobian(struct jacobian *jac, int neq, ErrorMsg error_message){ class_alloc(jac->Ci,sizeof(int)*jac->cnzmax,error_message); class_call(sp_num_alloc(&jac->Numerical, neq,error_message), - error_message,error_message); + error_message,error_message); class_call(sp_mat_alloc(&jac->spJ, neq, neq, jac->max_nonzero, - error_message),error_message,error_message); + error_message),error_message,error_message); } diff --git a/tools/evolver_rkck.c b/tools/evolver_rkck.c old mode 100755 new mode 100644 diff --git a/tools/growTable.c b/tools/growTable.c old mode 100755 new mode 100644 diff --git a/tools/hyperspherical.c b/tools/hyperspherical.c old mode 100755 new mode 100644 index 5fd70108..1a679741 --- a/tools/hyperspherical.c +++ b/tools/hyperspherical.c @@ -6,6 +6,7 @@ */ #include "hyperspherical.h" +#include "parallel.h" int hyperspherical_HIS_create(int K, double beta, @@ -26,10 +27,8 @@ int hyperspherical_HIS_create(int K, then relative to ppHIS. */ double deltax, beta2, lambda, x, xfwd; - double *sqrtK, *one_over_sqrtK,*PhiL; + double *sqrtK, *one_over_sqrtK; int j, k, l, nx, lmax, l_recurrence_max; - int abort; - int current_chunk, index_x; beta2 = beta*beta; lmax = lvec[nl-1]; @@ -132,105 +131,115 @@ int hyperspherical_HIS_create(int K, int xfwdidx = (xfwd-xmin)/deltax; //Calculate and assign Phi and dPhi values: - abort = _FALSE_; - -#pragma omp parallel \ - shared(nx,pHIS,xfwd,K,l_recurrence_max,beta,sqrtK,one_over_sqrtK,lvec,nl,xfwdidx,abort,error_message) \ - private(j,PhiL,k,l,current_chunk,index_x) \ - firstprivate(lmax) - { - class_alloc_parallel(PhiL,(lmax+2)*sizeof(double)*_HYPER_CHUNK_,error_message); - - if ((K == 1) && ((int)(beta+0.2) == (lmax+1))) { - /** Take care of special case lmax = beta-1. - The routine below will try to compute - Phi_{lmax+1} which is not allowed. However, - the purpose is to calculate the derivative - Phi'_{lmax}, and the formula is correct if we set Phi_{lmax+1} = 0. - */ - PhiL[lmax+1] = 0.0; - lmax--; - } + int TNUM_i; + int TNUM_TOTAL; + class_setup_parallel(); + + /* Increase beyond threads of system to increase parallelization + * This will require more memory space to allocate the PhiL, + * but memory space is cheaper than computation time, usually. + * Default increase factor: 6 */ + TNUM_TOTAL = task_system.get_num_threads() * 6; + for(TNUM_i=0;TNUM_ix[j], - pHIS->sinK[j], - pHIS->cotK[j], - sqrtK, - one_over_sqrtK, - PhiL); - //We have now populated PhiL at x, assign Phi and dPhi for all l in lvec: - for (k=0; k<=index_recurrence_max; k++){ - l = lvec[k]; - pHIS->phi[k*nx+j] = PhiL[l]; - pHIS->dphi[k*nx+j] = l*pHIS->cotK[j]*PhiL[l]-sqrtK[l+1]*PhiL[l+1]; + lmax_local--; } - } - /** - for (j=0; jx+j, - pHIS->sinK+j, - pHIS->cotK+j, - current_chunk, - sqrtK, - one_over_sqrtK, - PhiL); - //We have now populated PhiL at x, assign Phi and dPhi for all l in lvec: - for (k=0; k<=index_recurrence_max; k++){ - l = lvec[k]; - for (index_x=0; index_xphi[k*nx+j+index_x] = PhiL[l*current_chunk+index_x]; - pHIS->dphi[k*nx+j+index_x] = l*pHIS->cotK[j+index_x]* - PhiL[l*current_chunk+index_x]- - sqrtK[l+1]*PhiL[(l+1)*current_chunk+index_x]; + + for (j=0; jx[j], + pHIS->sinK[j], + pHIS->cotK[j], + sqrtK, + one_over_sqrtK, + PhiL); + //We have now populated PhiL at x, assign Phi and dPhi for all l in lvec: + for (k=0; k<=index_recurrence_max; k++){ + l = lvec[k]; + pHIS->phi[k*nx+j] = PhiL[l]; + pHIS->dphi[k*nx+j] = l*pHIS->cotK[j]*PhiL[l]-sqrtK[l+1]*PhiL[l+1]; + } + } + /** + for (j=0; jx+j, + pHIS->sinK+j, + pHIS->cotK+j, + current_chunk, + sqrtK, + one_over_sqrtK, + PhiL); + //We have now populated PhiL at x, assign Phi and dPhi for all l in lvec: + for (k=0; k<=index_recurrence_max; k++){ + l = lvec[k]; + for (index_x=0; index_xphi[k*nx+j+index_x] = PhiL[l*current_chunk+index_x]; + pHIS->dphi[k*nx+j+index_x] = l*pHIS->cotK[j+index_x]* + PhiL[l*current_chunk+index_x]- + sqrtK[l+1]*PhiL[(l+1)*current_chunk+index_x]; + } } } - } - */ - -#pragma omp for schedule (dynamic) \ - - for (j=xfwdidx; jx+j, - pHIS->sinK+j, - pHIS->cotK+j, - current_chunk, - sqrtK, - one_over_sqrtK, - PhiL); - - //We have now populated PhiL at x, assign Phi and dPhi for all l in lvec: - for (k=0; k<=index_recurrence_max; k++){ - l = lvec[k]; - for (index_x=0; index_xphi[k*nx+j+index_x] = PhiL[l*current_chunk+index_x]; - pHIS->dphi[k*nx+j+index_x] = l*pHIS->cotK[j+index_x]* - PhiL[l*current_chunk+index_x]- - sqrtK[l+1]*PhiL[(l+1)*current_chunk+index_x]; + */ + + for (j=xfwdidx; jx+j, + pHIS->sinK+j, + pHIS->cotK+j, + current_chunk, + sqrtK, + one_over_sqrtK, + PhiL); + + //We have now populated PhiL at x, assign Phi and dPhi for all l in lvec: + for (k=0; k<=index_recurrence_max; k++){ + l = lvec[k]; + for (index_x=0; index_xphi[k*nx+j+index_x] = PhiL[l*current_chunk+index_x]; + pHIS->dphi[k*nx+j+index_x] = l*pHIS->cotK[j+index_x]* + PhiL[l*current_chunk+index_x]- + sqrtK[l+1]*PhiL[(l+1)*current_chunk+index_x]; + } } } - } - free(PhiL); + free(PhiL); + return _SUCCESS_; + ); } - if (abort == _TRUE_) return _FAILURE_; + class_finish_parallel(); free(sqrtK); free(one_over_sqrtK); @@ -872,6 +881,9 @@ int hyperspherical_WKB(int K,int l,double beta,double y, double *Phi){ airy_sign = 1; } } + else{ + return _FAILURE_; + } argu = 3.0*S/(2.0*e); Q = CscK*CscK-alpha2; C = 0.5*sqrt(alpha)/beta; @@ -1193,7 +1205,7 @@ int hyperspherical_get_xmin_from_Airy(int K, double PhiWKB_minus_phiminabs(double x, void *param){ double phiwkb; - struct WKB_parameters *wkbparam = param; + struct WKB_parameters *wkbparam = (struct WKB_parameters *)param; hyperspherical_WKB(wkbparam->K,wkbparam->l,wkbparam->beta,x, &phiwkb); return(fabs(phiwkb)-wkbparam->phiminabs); } diff --git a/tools/parser.c b/tools/parser.c index e830fc5f..66dabae7 100644 --- a/tools/parser.c +++ b/tools/parser.c @@ -1,10 +1,9 @@ #include "parser.h" -int parser_read_file( - char * filename, - struct file_content * pfc, - ErrorMsg errmsg - ){ +int parser_read_file(char * filename, + struct file_content * pfc, + ErrorMsg errmsg){ + FILE * inputfile; char line[_LINE_LENGTH_MAX_]; int counter; @@ -21,12 +20,12 @@ int parser_read_file( } class_test(counter == 0, - errmsg, - "No readable input in file %s",filename); + errmsg, + "No readable input in file %s",filename); class_call(parser_init(pfc,counter,filename,errmsg), - errmsg, - errmsg); + errmsg, + errmsg); rewind(inputfile); @@ -47,12 +46,10 @@ int parser_read_file( } -int parser_init( - struct file_content * pfc, - int size, - char * filename, - ErrorMsg errmsg - ) { +int parser_init(struct file_content * pfc, + int size, + char * filename, + ErrorMsg errmsg) { if (size > 0) { pfc->size=size; @@ -66,9 +63,7 @@ int parser_init( return _SUCCESS_; } -int parser_free( - struct file_content * pfc - ) { +int parser_free(struct file_content * pfc) { if (pfc->size > 0) { free(pfc->name); @@ -80,20 +75,20 @@ int parser_free( return _SUCCESS_; } -int parser_read_line( - char * line, - int * is_data, - char * name, - char * value, - ErrorMsg errmsg - ) { +int parser_read_line(char * line, + int * is_data, + char * name, + char * value, + ErrorMsg errmsg) { char * phash; char * pequal; char * left; char * right; - /* check that there is an '=' */ + /* check that there is an '=' (if you want the role of '=' to be + played by ':' you only need to substitute it in the next line and + recompile) */ pequal=strchr(line,'='); if (pequal == NULL) {*is_data = _FALSE_; return _SUCCESS_;} @@ -109,17 +104,28 @@ int parser_read_line( while (left[0]==' ') { left++; } + /* Ignore any of " ' */ + if(left[0]=='\'' || left[0]=='\"'){ + left++; + } right=pequal-1; while (right[0]==' ') { right--; } + if(right[0]=='\'' || right[0]=='\"'){ + right--; + } - if (right-left < 0) {*is_data = _FALSE_; return _SUCCESS_;} + /* deal with missing variable names */ + + class_test(right-left < 0, + errmsg, + "Syntax error in the input line '%s': no name passed on the left of the '=' sign",line); class_test(right-left+1 >= _ARGUMENT_LENGTH_MAX_, - errmsg, - "name starting by '%s' too long; shorten it or increase _ARGUMENT_LENGTH_MAX_",strncpy(name,left,(_ARGUMENT_LENGTH_MAX_-1))); + errmsg, + "name starting by '%s' too long; shorten it or increase _ARGUMENT_LENGTH_MAX_",strncpy(name,left,(_ARGUMENT_LENGTH_MAX_-1))); strncpy(name,left,right-left+1); name[right-left+1]='\0'; @@ -143,8 +149,8 @@ int parser_read_line( if (right-left < 0) {*is_data = _FALSE_; return _SUCCESS_;} class_test(right-left+1 >= _ARGUMENT_LENGTH_MAX_, - errmsg, - "value starting by '%s' too long; shorten it or increase _ARGUMENT_LENGTH_MAX_",strncpy(value,left,(_ARGUMENT_LENGTH_MAX_-1))); + errmsg, + "value starting by '%s' too long; shorten it or increase _ARGUMENT_LENGTH_MAX_",strncpy(value,left,(_ARGUMENT_LENGTH_MAX_-1))); strncpy(value,left,right-left+1); value[right-left+1]='\0'; @@ -155,13 +161,11 @@ int parser_read_line( } -int parser_read_int( - struct file_content * pfc, - char * name, - int * value, - int * found, - ErrorMsg errmsg - ) { +int parser_read_int(struct file_content * pfc, + char * name, + int * value, + int * found, + ErrorMsg errmsg) { int index; int i; @@ -183,8 +187,8 @@ int parser_read_int( /* read parameter value. If this fails, return an error */ class_test(sscanf(pfc->value[index],"%d",value) != 1, - errmsg, - "could not read value of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "could not read value of parameter '%s' in file '%s'\n",name,pfc->filename); /* if parameter read correctly, set 'found' flag to true, as well as the flag associated with this parameter in the file_content structure */ @@ -197,8 +201,8 @@ int parser_read_int( for (i=index+1; i < pfc->size; i++) { class_test(strcmp(pfc->name[i],name) == 0, - errmsg, - "multiple entry of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "multiple entry of parameter '%s' in file '%s'\n",name,pfc->filename); } /* if everything proceeded normally, return with 'found' flag equal to true */ @@ -207,13 +211,11 @@ int parser_read_int( } -int parser_read_double( - struct file_content * pfc, - char * name, - double * value, - int * found, - ErrorMsg errmsg - ) { +int parser_read_double(struct file_content * pfc, + char * name, + double * value, + int * found, + ErrorMsg errmsg) { int index; int i; @@ -235,8 +237,8 @@ int parser_read_double( /* read parameter value. If this fails, return an error */ class_test(sscanf(pfc->value[index],"%lg",value) != 1, - errmsg, - "could not read value of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "could not read value of parameter '%s' in file '%s'\n",name,pfc->filename); /* if parameter read correctly, set 'found' flag to true, as well as the flag associated with this parameter in the file_content structure */ @@ -249,8 +251,8 @@ int parser_read_double( for (i=index+1; i < pfc->size; i++) { class_test(strcmp(pfc->name[i],name) == 0, - errmsg, - "multiple entry of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "multiple entry of parameter '%s' in file '%s'\n",name,pfc->filename); } /* if everything proceeded normally, return with 'found' flag equal to true */ @@ -259,14 +261,12 @@ int parser_read_double( } -int parser_read_double_and_position( - struct file_content * pfc, - char * name, - double * value, - int * position, - int * found, - ErrorMsg errmsg - ) { +int parser_read_double_and_position(struct file_content * pfc, + char * name, + double * value, + int * position, + int * found, + ErrorMsg errmsg) { int index; int i; @@ -288,8 +288,8 @@ int parser_read_double_and_position( /* read parameter value. If this fails, return an error */ class_test(sscanf(pfc->value[index],"%lg",value) != 1, - errmsg, - "could not read value of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "could not read value of parameter '%s' in file '%s'\n",name,pfc->filename); /* if parameter read correctly, set 'found' flag to true, as well as the flag associated with this parameter in the file_content structure */ @@ -302,8 +302,8 @@ int parser_read_double_and_position( for (i=index+1; i < pfc->size; i++) { class_test(strcmp(pfc->name[i],name) == 0, - errmsg, - "multiple entry of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "multiple entry of parameter '%s' in file '%s'\n",name,pfc->filename); } /* if everything proceeded normally, return with 'found' flag equal to true */ @@ -314,13 +314,11 @@ int parser_read_double_and_position( } -int parser_read_string( - struct file_content * pfc, - char * name, - FileArg * value, - int * found, - ErrorMsg errmsg - ) { +int parser_read_string(struct file_content * pfc, + char * name, + FileArg * value, + int * found, + ErrorMsg errmsg) { int index; int i; @@ -354,8 +352,8 @@ int parser_read_string( for (i=index+1; i < pfc->size; i++) { class_test(strcmp(pfc->name[i],name) == 0, - errmsg, - "multiple entry of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "multiple entry of parameter '%s' in file '%s'\n",name,pfc->filename); } /* if everything proceeded normally, return with 'found' flag equal to true */ @@ -364,14 +362,12 @@ int parser_read_string( } -int parser_read_list_of_doubles( - struct file_content * pfc, - char * name, - int * size, - double ** pointer_to_list, - int * found, - ErrorMsg errmsg - ) { +int parser_read_list_of_doubles(struct file_content * pfc, + char * name, + int * size, + double ** pointer_to_list, + int * found, + ErrorMsg errmsg) { int index; int i; @@ -425,11 +421,9 @@ int parser_read_list_of_doubles( string_with_one_value[substring-string]='\0'; } class_test(sscanf(string_with_one_value,"%lg",&(list[i-1])) != 1, - errmsg, - "could not read %dth value of list of parameters %s in file %s\n", - i, - name, - pfc->filename); + errmsg, + "could not read %dth value of list of parameters '%s' in file '%s'\n", + i,name,pfc->filename); string = substring+1; } while(substring != NULL); @@ -444,8 +438,8 @@ int parser_read_list_of_doubles( for (i=index+1; i < pfc->size; i++) { class_test(strcmp(pfc->name[i],name) == 0, - errmsg, - "multiple entry of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "multiple entry of parameter '%s' in file '%s'\n",name,pfc->filename); } /* if everything proceeded normally, return with 'found' flag equal to true */ @@ -454,14 +448,12 @@ int parser_read_list_of_doubles( } -int parser_read_list_of_integers( - struct file_content * pfc, - char * name, - int * size, - int ** pointer_to_list, - int * found, - ErrorMsg errmsg - ) { +int parser_read_list_of_integers(struct file_content * pfc, + char * name, + int * size, + int ** pointer_to_list, + int * found, + ErrorMsg errmsg) { int index; int i; @@ -515,11 +507,9 @@ int parser_read_list_of_integers( string_with_one_value[substring-string]='\0'; } class_test(sscanf(string_with_one_value,"%d",&(list[i-1])) != 1, - errmsg, - "could not read %dth value of list of parameters %s in file %s\n", - i, - name, - pfc->filename); + errmsg, + "could not read %dth value of list of parameters '%s' in file '%s'\n", + i,name,pfc->filename); string = substring+1; } while(substring != NULL); @@ -534,24 +524,21 @@ int parser_read_list_of_integers( for (i=index+1; i < pfc->size; i++) { class_test(strcmp(pfc->name[i],name) == 0, - errmsg, - "multiple entry of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "multiple entry of parameter '%s' in file '%s'\n",name,pfc->filename); } /* if everything proceeded normally, return with 'found' flag equal to true */ - return _SUCCESS_; } -int parser_read_list_of_strings( - struct file_content * pfc, - char * name, - int * size, - char ** pointer_to_list, - int * found, - ErrorMsg errmsg - ) { +int parser_read_list_of_strings(struct file_content * pfc, + char * name, + int * size, + char ** pointer_to_list, + int * found, + ErrorMsg errmsg) { int index; int i; @@ -609,50 +596,51 @@ int parser_read_list_of_strings( *(list+i*_ARGUMENT_LENGTH_MAX_-1) = '\n'; string = substring+1; } while(substring != NULL); + /* if parameter read correctly, set 'found' flag to true, as well as the flag associated with this parameter in the file_content structure */ * found = _TRUE_; pfc->read[index] = _TRUE_; + /* check for multiple entries of the same parameter. If another occurence is found, return an error. */ for (i=index+1; i < pfc->size; i++) { class_test(strcmp(pfc->name[i],name) == 0, - errmsg, - "multiple entry of parameter %s in file %s\n",name,pfc->filename); + errmsg, + "multiple entry of parameter '%s' in file '%s'\n",name,pfc->filename); } + /* if everything proceeded normally, return with 'found' flag equal to true */ return _SUCCESS_; } -int parser_cat( - struct file_content * pfc1, - struct file_content * pfc2, - struct file_content * pfc3, - ErrorMsg errmsg - ) { +int parser_cat(struct file_content * pfc1, + struct file_content * pfc2, + struct file_content * pfc3, + ErrorMsg errmsg) { int i; class_test(pfc1->size < 0., - errmsg, - "size of file_content structure probably not initialized properly\n"); + errmsg, + "size of file_content structure probably not initialized properly\n"); class_test(pfc2->size < 0., - errmsg, - "size of file_content structure probably not initialized properly\n"); + errmsg, + "size of file_content structure probably not initialized properly\n"); if (pfc1->size == 0) { class_alloc(pfc3->filename,(strlen(pfc2->filename)+1)*sizeof(char),errmsg); - sprintf(pfc3->filename,"%s",pfc2->filename); + class_sprintf(pfc3->filename,"%s",pfc2->filename); } if (pfc2->size == 0) { class_alloc(pfc3->filename,(strlen(pfc1->filename)+1)*sizeof(char),errmsg); - sprintf(pfc3->filename,"%s",pfc1->filename); + class_sprintf(pfc3->filename,"%s",pfc1->filename); } if ((pfc1->size !=0) && (pfc2->size != 0)) { class_alloc(pfc3->filename,(strlen(pfc1->filename)+strlen(pfc2->filename)+5)*sizeof(char),errmsg); - sprintf(pfc3->filename,"%s or %s",pfc1->filename,pfc2->filename); + class_sprintf(pfc3->filename,"%s or %s",pfc1->filename,pfc2->filename); } pfc3->size = pfc1->size + pfc2->size; @@ -675,3 +663,78 @@ int parser_cat( return _SUCCESS_; } + + + +int parser_check_options(char * strinput, char ** options, int N_options, int* valid){ + + int i, j, n_option, string_length, option_length; + int found; + char str[_ARGUMENT_LENGTH_MAX_]; + strcpy(str,strinput); + + *valid = _TRUE_; + + for(n_option = 0; n_option < N_options; ++n_option){ + + string_length = strlen(str); // Length of string + option_length = strlen(options[n_option]); // Length of option to remove from string + + for(i=0; i <= string_length - option_length; i++){ + + /* Match first character */ + if(str[i] == options[n_option][0]){ + found = _TRUE_; + } + else{ + found = _FALSE_; + continue; + } + + /* Only if first character fits, try all the others */ + for(j=0; j0 && str[i-1] != ',' && str[i-1] != ' ' && str[i-1] != '\t' && str[i-1] != '\n' && str[i-1] != '\0' && str[i-1] != '.' && str[i-1] != '&'){ + found = _FALSE_; + } + + /* * + * If word is found then shift all characters to left + * and decrement the string length + * */ + if(found == _TRUE_){ + + for(j=i; j<=string_length - option_length; j++){ + str[j] = str[j+option_length]; + } + + string_length = string_length - option_length; + + // We will match the next occurrence of the word from the current index. + i--; + + } + } + } + + string_length = strlen(str); + /* Check that the remaining characters are exclusively seperators */ + for(i=0;i