From a5518d9a52aa3778f339fa49978369555633e3ee Mon Sep 17 00:00:00 2001 From: Dave Lahr Date: Wed, 18 Oct 2017 14:01:39 -0400 Subject: [PATCH 1/8] upgrade cmapPy to work with pandas v0.20.3 --- cmapPy/pandasGEXpress/GCToo.py | 4 +- cmapPy/pandasGEXpress/__init__.py | 5 +- cmapPy/pandasGEXpress/gct2gctx.py | 46 +- cmapPy/pandasGEXpress/gctx2gct.py | 56 +- .../pandasGEXpress/mini_gctoo_for_testing.py | 150 ++-- cmapPy/pandasGEXpress/parse.py | 39 +- cmapPy/pandasGEXpress/parse_gct.py | 2 +- cmapPy/pandasGEXpress/parse_gctx.py | 398 +++++----- cmapPy/pandasGEXpress/random_slice.py | 67 +- cmapPy/pandasGEXpress/tests/test_GCToo.py | 8 +- .../pandasGEXpress/tests/test_concat_gctoo.py | 7 +- .../pandasGEXpress/tests/test_edge_cases.py | 354 +++++---- cmapPy/pandasGEXpress/tests/test_parse_gct.py | 5 +- .../pandasGEXpress/tests/test_parse_gctx.py | 708 +++++++++--------- .../pandasGEXpress/tests/test_random_slice.py | 94 +-- cmapPy/pandasGEXpress/tests/test_slice_gct.py | 7 +- cmapPy/pandasGEXpress/tests/test_write_gct.py | 8 +- .../pandasGEXpress/tests/test_write_gctx.py | 298 ++++---- cmapPy/pandasGEXpress/write_gctx.py | 126 ++-- docs/source/build.rst | 6 +- 20 files changed, 1233 insertions(+), 1155 deletions(-) diff --git a/cmapPy/pandasGEXpress/GCToo.py b/cmapPy/pandasGEXpress/GCToo.py index ec7e419..861727a 100755 --- a/cmapPy/pandasGEXpress/GCToo.py +++ b/cmapPy/pandasGEXpress/GCToo.py @@ -42,11 +42,13 @@ import numpy as np import pandas as pd import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger +import setup_GCToo_logger as setup_logger + __authors__ = 'Oana Enache, Lev Litichevskiy, Dave Lahr' __email__ = 'dlahr@broadinstitute.org' + class GCToo(object): """Class representing parsed gct(x) objects as pandas dataframes. Contains 3 component dataframes (row_metadata_df, column_metadata_df, diff --git a/cmapPy/pandasGEXpress/__init__.py b/cmapPy/pandasGEXpress/__init__.py index a481a7c..8168d51 100644 --- a/cmapPy/pandasGEXpress/__init__.py +++ b/cmapPy/pandasGEXpress/__init__.py @@ -1,4 +1 @@ -from .parse import parse -#from .GCToo import GCToo -#from .write_gctx import write_gctx -#from .write_gct import write_gct +from cmapPy.pandasGEXpress.parse import parse diff --git a/cmapPy/pandasGEXpress/gct2gctx.py b/cmapPy/pandasGEXpress/gct2gctx.py index e5be537..0afc003 100644 --- a/cmapPy/pandasGEXpress/gct2gctx.py +++ b/cmapPy/pandasGEXpress/gct2gctx.py @@ -9,10 +9,9 @@ """ import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger +import setup_GCToo_logger as setup_logger import argparse import sys -import GCToo import parse_gct import write_gctx @@ -23,31 +22,32 @@ def build_parser(): - parser = argparse.ArgumentParser(description=__doc__, - formatter_class=argparse.ArgumentDefaultsHelpFormatter) - # required - parser.add_argument("-filename", - help=".gct file that you would like converted to .gctx form") - # optional - parser.add_argument("-output_filepath", - help="(optional) out path/name for output gctx file", default=None) - parser.add_argument("-verbose", "-v", - help="Whether to print a bunch of output.", action="store_true", default=False) - return parser + parser = argparse.ArgumentParser(description=__doc__, + formatter_class=argparse.ArgumentDefaultsHelpFormatter) + # required + parser.add_argument("-filename", + help=".gct file that you would like converted to .gctx form") + # optional + parser.add_argument("-output_filepath", + help="(optional) out path/name for output gctx file", default=None) + parser.add_argument("-verbose", "-v", + help="Whether to print a bunch of output.", action="store_true", default=False) + return parser + def main(): - args = build_parser().parse_args(sys.argv[1:]) - setup_logger.setup(verbose=args.verbose) - in_gctoo = parse_gct.parse(args.filename, convert_neg_666=False) - logger.debug("Original out name: {}".format(in_gctoo.src)) + args = build_parser().parse_args(sys.argv[1:]) + setup_logger.setup(verbose=args.verbose) + in_gctoo = parse_gct.parse(args.filename, convert_neg_666=False) + logger.debug("Original out name: {}".format(in_gctoo.src)) - if args.output_filepath == None: - out_name = str.split(in_gctoo.src, "/")[-1].split(".")[0] - else: - out_name = args.output_filepath + if args.output_filepath == None: + out_name = str.split(in_gctoo.src, "/")[-1].split(".")[0] + else: + out_name = args.output_filepath - write_gctx.write(in_gctoo, out_name) + write_gctx.write(in_gctoo, out_name) if __name__ == "__main__": - main() \ No newline at end of file + main() diff --git a/cmapPy/pandasGEXpress/gctx2gct.py b/cmapPy/pandasGEXpress/gctx2gct.py index c870634..e0fa655 100644 --- a/cmapPy/pandasGEXpress/gctx2gct.py +++ b/cmapPy/pandasGEXpress/gctx2gct.py @@ -9,15 +9,13 @@ """ import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger +import setup_GCToo_logger as setup_logger import argparse import sys -import GCToo -import parse_gctx -import write_gct +import parse_gctx +import write_gct import os.path - __author__ = "Oana Enache" __email__ = "oana@broadinstitute.org" @@ -25,30 +23,32 @@ def build_parser(): - parser = argparse.ArgumentParser(description=__doc__, - formatter_class=argparse.ArgumentDefaultsHelpFormatter) - # required - parser.add_argument("-filename", "-f", - help=".gctx file that you would like converted to .gct form", required=True) - # optional - parser.add_argument("-output_filepath", - help="(optional) out path/name for output gctx file. Default will be the same as input but with extension changed from gctx to gct", default=None) - parser.add_argument("-verbose", "-v", - help="Whether to print a bunch of output.", action="store_true", default=False) - return parser + parser = argparse.ArgumentParser(description=__doc__, + formatter_class=argparse.ArgumentDefaultsHelpFormatter) + # required + parser.add_argument("-filename", "-f", + help=".gctx file that you would like converted to .gct form", required=True) + # optional + parser.add_argument("-output_filepath", + help="(optional) out path/name for output gctx file. Default will be the same as input but with extension changed from gctx to gct", + default=None) + parser.add_argument("-verbose", "-v", + help="Whether to print a bunch of output.", action="store_true", default=False) + return parser + def main(): - args = build_parser().parse_args(sys.argv[1:]) - setup_logger.setup(verbose=args.verbose) - in_gctoo = parse_gctx.parse(args.filename, convert_neg_666=False) - if args.output_filepath == None: - basename = os.path.basename(args.filename) - out_name = ".".join(basename.split(".")[:-1]) - else: - out_name = args.output_filepath - - write_gct.write(in_gctoo, out_name) + args = build_parser().parse_args(sys.argv[1:]) + setup_logger.setup(verbose=args.verbose) + in_gctoo = parse_gctx.parse(args.filename, convert_neg_666=False) + if args.output_filepath == None: + basename = os.path.basename(args.filename) + out_name = ".".join(basename.split(".")[:-1]) + else: + out_name = args.output_filepath -if __name__ == "__main__": - main() + write_gct.write(in_gctoo, out_name) + +if __name__ == "__main__": + main() diff --git a/cmapPy/pandasGEXpress/mini_gctoo_for_testing.py b/cmapPy/pandasGEXpress/mini_gctoo_for_testing.py index 5e2d51c..80a7821 100644 --- a/cmapPy/pandasGEXpress/mini_gctoo_for_testing.py +++ b/cmapPy/pandasGEXpress/mini_gctoo_for_testing.py @@ -2,16 +2,15 @@ Creates a small GCToo instance (with representative examples of typically found fields); can use for testing. ex: - import mini_gctoo_for testing - my_mini_gctoo = mini_gctoo_for_testing.make() + import mini_gctoo_for testing + my_mini_gctoo = mini_gctoo_for_testing.make() """ import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger -import sys +import setup_GCToo_logger as setup_logger import pandas import numpy -import GCToo +import GCToo __author__ = 'Oana Enache' __email__ = 'oana@broadinstitute.org' @@ -20,75 +19,72 @@ def make(convert_neg_666=True): - """ - Creates a small GCToo instance (with representative examples of typically found fields); can use for testing. - """ - # metadata examples; should be one of each type reasonable to find - id_vals = ["LJP007_MCF10A_24H:TRT_CP:BRD-K93918653:3.33", "MISC003_A375_24H:TRT_CP:BRD-K93918653:3.33" , - "LJP007_MCF7_24H:TRT_POSCON:BRD-K81418486:10", "LJP007_MCF7_24H:TRT_POSCON:BRD-A61304759:10", - "LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666", "LJP007_MCF7_24H:TRT_CP:BRD-K64857848:10"] - count_cv = ["14|15|14","13|14|13", - "13|15|14|14|15|14|14|13|14|15|15|14|14|15|14|15|14|14|15|14|15|14|14|14|14|14|14|15|14|14|15|14|14|14|14|13|14|14|14|14|14|14|15|14|13|13|15|14|14|15|14|14|14|15|13|13|15|13|14|13|13|14|14|14|14|13", - "13", "13", "14"] - distil_ss = [9.822065353, 6.8915205, 1.35840559, 5.548898697, 3.355231762, 4.837643147] - zmad_ref = ["population", "population", "population", "population", "population", "population"] - distil_nsample = [3,3,66,2, 9, 111111] - mfc_plate_id = ["-666", "-666", "-666", "-666", "-666", "-666"] - - # build metadata dataframe - mini_meta_dict = {} - mini_meta_dict["id"] = id_vals - mini_meta_dict["count_cv"] = count_cv - mini_meta_dict["distil_ss"] = distil_ss - mini_meta_dict["zmad_ref"] = zmad_ref - mini_meta_dict["distil_nsample"] = distil_nsample - mini_meta_dict["mfc_plate_id"] = mfc_plate_id - mini_row_metadata = pandas.DataFrame.from_dict(mini_meta_dict) - - mini_row_metadata = mini_row_metadata.astype(str) - mini_row_metadata = mini_row_metadata.apply(lambda x: pandas.to_numeric(x, errors="ignore")) - - if convert_neg_666: - mini_row_metadata = mini_row_metadata.replace([-666, "-666", -666.0], [numpy.nan, numpy.nan, numpy.nan]) - else: - mini_row_metadata = mini_row_metadata.replace([-666, -666.0], ["-666", "-666"]) - - # for now (at least) col and row metadata are the same - mini_col_metadata = mini_row_metadata.copy() - - # data example values - r1 = [1,2,3,4,5,6] - r2 = [4.3, 4.5, 4.3, 4.3, 4.3, 4.3] - r3 = [7,8,9,0,1.23476,9.758320] - r4 = [0.11, 3.3456356, 2.345667, 9.822065353, 4.78865099, 4.7886] - r5 = [-0.11, -3.3456356, -2.345667, -9.822065353, -4.78865099, -4.7886] - r6 = [1,-2,3,-4,5,-6] - - # build data dataframe - mini_data_mat = pandas.DataFrame([r1,r2,r3,r4,r5,r6], dtype=numpy.float32) - mini_data_mat.index = id_vals - mini_data_mat.columns = id_vals - - # instantiate & assign attributes of GCToo instance - mini_version = "GCTX1.0" - mini_src = "mini_gctoo.gctx" - - mini_row_metadata_df = mini_row_metadata - mini_row_metadata_df.set_index("id", inplace = True) - mini_row_metadata.index.name = "rid" - mini_row_metadata_df.columns.name = "rhd" - - mini_col_metadata_df = mini_col_metadata - mini_col_metadata_df.set_index("id", inplace = True) - mini_col_metadata.index.name = "cid" - mini_col_metadata_df.columns.name = "chd" - - mini_data_df = mini_data_mat - mini_data_df.index.name = "rid" - mini_data_df.columns.name = "cid" - - logger.debug("Making mini_gctoo instance...") - mini_gctoo = GCToo.GCToo(data_df=mini_data_df, row_metadata_df=mini_row_metadata_df, - col_metadata_df=mini_col_metadata_df, src=mini_src, version=mini_version) - - return mini_gctoo + """ + Creates a small GCToo instance (with representative examples of typically found fields); can use for testing. + """ + # metadata examples; should be one of each type reasonable to find + id_vals = ["LJP007_MCF10A_24H:TRT_CP:BRD-K93918653:3.33", "MISC003_A375_24H:TRT_CP:BRD-K93918653:3.33", + "LJP007_MCF7_24H:TRT_POSCON:BRD-K81418486:10", "LJP007_MCF7_24H:TRT_POSCON:BRD-A61304759:10", + "LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666", "LJP007_MCF7_24H:TRT_CP:BRD-K64857848:10"] + count_cv = ["14|15|14", "13|14|13", + "13|15|14|14|15|14|14|13|14|15|15|14|14|15|14|15|14|14|15|14|15|14|14|14|14|14|14|15|14|14|15|14|14|14|14|13|14|14|14|14|14|14|15|14|13|13|15|14|14|15|14|14|14|15|13|13|15|13|14|13|13|14|14|14|14|13", + "13", "13", "14"] + distil_ss = [9.822065353, 6.8915205, 1.35840559, 5.548898697, 3.355231762, 4.837643147] + zmad_ref = ["population", "population", "population", "population", "population", "population"] + distil_nsample = [3, 3, 66, 2, 9, 111111] + mfc_plate_id = ["-666", "-666", "-666", "-666", "-666", "-666"] + + # build metadata dataframe + mini_meta_dict = {} + mini_meta_dict["id"] = id_vals + mini_meta_dict["count_cv"] = count_cv + mini_meta_dict["distil_ss"] = distil_ss + mini_meta_dict["zmad_ref"] = zmad_ref + mini_meta_dict["distil_nsample"] = distil_nsample + mini_meta_dict["mfc_plate_id"] = mfc_plate_id + mini_row_metadata = pandas.DataFrame(mini_meta_dict) + + if convert_neg_666: + mini_row_metadata = mini_row_metadata.replace([-666, "-666", -666.0], [numpy.nan, numpy.nan, numpy.nan]) + else: + mini_row_metadata = mini_row_metadata.replace([-666, -666.0], ["-666", "-666"]) + + # for now (at least) col and row metadata are the same + mini_col_metadata = mini_row_metadata.copy() + + # data example values + r1 = [1, 2, 3, 4, 5, 6] + r2 = [4.3, 4.5, 4.3, 4.3, 4.3, 4.3] + r3 = [7, 8, 9, 0, 1.23476, 9.758320] + r4 = [0.11, 3.3456356, 2.345667, 9.822065353, 4.78865099, 4.7886] + r5 = [-0.11, -3.3456356, -2.345667, -9.822065353, -4.78865099, -4.7886] + r6 = [1, -2, 3, -4, 5, -6] + + # build data dataframe + mini_data_mat = pandas.DataFrame([r1, r2, r3, r4, r5, r6], dtype=numpy.float32) + mini_data_mat.index = id_vals + mini_data_mat.columns = id_vals + + # instantiate & assign attributes of GCToo instance + mini_version = "GCTX1.0" + mini_src = "mini_gctoo.gctx" + + mini_row_metadata_df = mini_row_metadata + mini_row_metadata_df.set_index("id", inplace=True) + mini_row_metadata.index.name = "rid" + mini_row_metadata_df.columns.name = "rhd" + + mini_col_metadata_df = mini_col_metadata + mini_col_metadata_df.set_index("id", inplace=True) + mini_col_metadata.index.name = "cid" + mini_col_metadata_df.columns.name = "chd" + + mini_data_df = mini_data_mat + mini_data_df.index.name = "rid" + mini_data_df.columns.name = "cid" + + logger.debug("Making mini_gctoo instance...") + mini_gctoo = GCToo.GCToo(data_df=mini_data_df, row_metadata_df=mini_row_metadata_df, + col_metadata_df=mini_col_metadata_df, src=mini_src, version=mini_version) + + return mini_gctoo diff --git a/cmapPy/pandasGEXpress/parse.py b/cmapPy/pandasGEXpress/parse.py index cbad8ba..ff3f656 100644 --- a/cmapPy/pandasGEXpress/parse.py +++ b/cmapPy/pandasGEXpress/parse.py @@ -18,9 +18,10 @@ # instantiate logger logger = logging.getLogger(setup_logger.LOGGER_NAME) + def parse(file_path, convert_neg_666=True, rid=None, cid=None, ridx=None, cidx=None, - row_meta_only=False, col_meta_only=False, make_multiindex=False): - """ + row_meta_only=False, col_meta_only=False, make_multiindex=False): + """ Identifies whether file_path corresponds to a .gct or .gctx file and calls the correct corresponding parse method. @@ -48,21 +49,19 @@ def parse(file_path, convert_neg_666=True, rid=None, cid=None, ridx=None, cidx=N for metadata. However (so that users can take full advantage of pandas' methods, including those for filtering nan's etc) we provide the option of converting these into numpy.NaN values, the pandas default. - """ - if file_path.endswith(".gct"): - # Ignoring arguments that won't be passed to parse_gct - for unused_arg in ["rid", "cid", "cidx", "row_meta_only", "col_meta_only"]: - if eval(unused_arg): - msg = "parse_gct does not use the argument {}. Ignoring it...".format(unused_arg) - logger.info(msg) - curr = parse_gct.parse(file_path, convert_neg_666, make_multiindex) - elif file_path.endswith(".gctx"): - curr = parse_gctx.parse(file_path, convert_neg_666, rid, cid, ridx, cidx, row_meta_only, col_meta_only, make_multiindex) - else: - err_msg = "File to parse must be .gct or .gctx!" - logger.error(err_msg) - raise Exception(err_msg) - return curr - - - + """ + if file_path.endswith(".gct"): + # Ignoring arguments that won't be passed to parse_gct + for unused_arg in ["rid", "cid", "cidx", "row_meta_only", "col_meta_only"]: + if eval(unused_arg): + msg = "parse_gct does not use the argument {}. Ignoring it...".format(unused_arg) + logger.info(msg) + curr = parse_gct.parse(file_path, convert_neg_666, make_multiindex) + elif file_path.endswith(".gctx"): + curr = parse_gctx.parse(file_path, convert_neg_666, rid, cid, ridx, cidx, row_meta_only, col_meta_only, + make_multiindex) + else: + err_msg = "File to parse must be .gct or .gctx!" + logger.error(err_msg) + raise Exception(err_msg) + return curr diff --git a/cmapPy/pandasGEXpress/parse_gct.py b/cmapPy/pandasGEXpress/parse_gct.py index 11a4a5c..d4f35a9 100644 --- a/cmapPy/pandasGEXpress/parse_gct.py +++ b/cmapPy/pandasGEXpress/parse_gct.py @@ -60,7 +60,7 @@ """ import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger +import setup_GCToo_logger as setup_logger import pandas as pd import numpy as np import os.path diff --git a/cmapPy/pandasGEXpress/parse_gctx.py b/cmapPy/pandasGEXpress/parse_gctx.py index d8e3cf8..e2cdcf5 100644 --- a/cmapPy/pandasGEXpress/parse_gctx.py +++ b/cmapPy/pandasGEXpress/parse_gctx.py @@ -1,16 +1,15 @@ import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger +import setup_GCToo_logger as setup_logger import os import numpy as np import pandas as pd import h5py import GCToo - __author__ = "Oana Enache" __email__ = "oana@broadinstitute.org" -#instantiate logger +# instantiate logger logger = logging.getLogger(setup_logger.LOGGER_NAME) version_node = "version" @@ -20,9 +19,10 @@ row_meta_group_node = "/0/META/ROW" col_meta_group_node = "/0/META/COL" + def parse(gctx_file_path, convert_neg_666=True, rid=None, cid=None, - ridx=None, cidx=None, row_meta_only=False, col_meta_only=False, make_multiindex=False): - """ + ridx=None, cidx=None, row_meta_only=False, col_meta_only=False, make_multiindex=False): + """ Primary method of script. Reads in path to a gctx file and parses into GCToo object. Input: @@ -52,77 +52,78 @@ def parse(gctx_file_path, convert_neg_666=True, rid=None, cid=None, including those for filtering nan's etc) we provide the option of converting these into numpy.NaN values, the pandas default. """ - full_path = os.path.expanduser(gctx_file_path) + full_path = os.path.expanduser(gctx_file_path) + + # Verify that the path exists + if not os.path.exists(full_path): + err_msg = "The given path to the gctx file cannot be found. full_path: {}" + logger.error(err_msg.format(full_path)) + raise (Exception(err_msg.format(full_path))) + logger.info("Reading GCTX: {}".format(full_path)) - # Verify that the path exists - if not os.path.exists(full_path): - err_msg = "The given path to the gctx file cannot be found. full_path: {}" - logger.error(err_msg.format(full_path)) - raise(Exception(err_msg.format(full_path))) - logger.info("Reading GCTX: {}".format(full_path)) + # open file + gctx_file = h5py.File(full_path, "r") - # open file - gctx_file = h5py.File(full_path, "r") + if row_meta_only: + # read in row metadata + row_dset = gctx_file[row_meta_group_node] + row_meta = parse_metadata_df("row", row_dset, convert_neg_666) - if row_meta_only: - # read in row metadata - row_dset = gctx_file[row_meta_group_node] - row_meta = parse_metadata_df("row", row_dset, convert_neg_666) + # validate optional input ids & get indexes to subset by + (sorted_ridx, sorted_cidx) = check_and_order_id_inputs(rid, ridx, cid, cidx, row_meta, None) - # validate optional input ids & get indexes to subset by - (sorted_ridx, sorted_cidx) = check_and_order_id_inputs(rid, ridx, cid, cidx, row_meta, None) + gctx_file.close() - gctx_file.close() + # slice if specified, then return + row_meta = row_meta.iloc[sorted_ridx] + return row_meta + elif col_meta_only: + # read in col metadata + col_dset = gctx_file[col_meta_group_node] + col_meta = parse_metadata_df("col", col_dset, convert_neg_666) - # slice if specified, then return - row_meta = row_meta.iloc[sorted_ridx] - return row_meta - elif col_meta_only: - # read in col metadata - col_dset = gctx_file[col_meta_group_node] - col_meta = parse_metadata_df("col", col_dset, convert_neg_666) + # validate optional input ids & get indexes to subset by + (sorted_ridx, sorted_cidx) = check_and_order_id_inputs(rid, ridx, cid, cidx, None, col_meta) - # validate optional input ids & get indexes to subset by - (sorted_ridx, sorted_cidx) = check_and_order_id_inputs(rid, ridx, cid, cidx, None, col_meta) + gctx_file.close() - gctx_file.close() + # slice if specified, then return + col_meta = col_meta.iloc[sorted_cidx] + return col_meta + else: + # read in row metadata + row_dset = gctx_file[row_meta_group_node] + row_meta = parse_metadata_df("row", row_dset, convert_neg_666) - # slice if specified, then return - col_meta = col_meta.iloc[sorted_cidx] - return col_meta - else: - # read in row metadata - row_dset = gctx_file[row_meta_group_node] - row_meta = parse_metadata_df("row", row_dset, convert_neg_666) + # read in col metadata + col_dset = gctx_file[col_meta_group_node] + col_meta = parse_metadata_df("col", col_dset, convert_neg_666) - # read in col metadata - col_dset = gctx_file[col_meta_group_node] - col_meta = parse_metadata_df("col", col_dset, convert_neg_666) + # validate optional input ids & get indexes to subset by + (sorted_ridx, sorted_cidx) = check_and_order_id_inputs(rid, ridx, cid, cidx, row_meta, col_meta) - # validate optional input ids & get indexes to subset by - (sorted_ridx, sorted_cidx) = check_and_order_id_inputs(rid, ridx, cid, cidx, row_meta, col_meta) + data_dset = gctx_file[data_node] + data_df = parse_data_df(data_dset, sorted_ridx, sorted_cidx, row_meta, col_meta) - data_dset = gctx_file[data_node] - data_df = parse_data_df(data_dset, sorted_ridx, sorted_cidx, row_meta, col_meta) + # (if slicing) slice metadata + row_meta = row_meta.iloc[sorted_ridx] + col_meta = col_meta.iloc[sorted_cidx] - # (if slicing) slice metadata - row_meta = row_meta.iloc[sorted_ridx] - col_meta = col_meta.iloc[sorted_cidx] + # get version + my_version = gctx_file.attrs[version_node] + if type(my_version) == np.ndarray: + my_version = my_version[0] - # get version - my_version = gctx_file.attrs[version_node] - if type(my_version) == np.ndarray: - my_version = my_version[0] + gctx_file.close() - gctx_file.close() + # make GCToo instance + my_gctoo = GCToo.GCToo(data_df=data_df, row_metadata_df=row_meta, col_metadata_df=col_meta, + src=full_path, version=my_version, make_multiindex=make_multiindex) + return my_gctoo - # make GCToo instance - my_gctoo = GCToo.GCToo(data_df=data_df, row_metadata_df=row_meta, col_metadata_df=col_meta, - src=full_path, version=my_version, make_multiindex=make_multiindex) - return my_gctoo def check_and_order_id_inputs(rid, ridx, cid, cidx, row_meta_df, col_meta_df): - """ + """ Makes sure that (if entered) id inputs entered are of one type (string id or index) Input: - rid (list or None): if not None, a list of rids @@ -132,18 +133,19 @@ def check_and_order_id_inputs(rid, ridx, cid, cidx, row_meta_df, col_meta_df): Output: - a tuple of the ordered ridx and cidx """ - (row_type, row_ids) = check_id_idx_exclusivity(rid, ridx) - (col_type, col_ids) = check_id_idx_exclusivity(cid, cidx) + (row_type, row_ids) = check_id_idx_exclusivity(rid, ridx) + (col_type, col_ids) = check_id_idx_exclusivity(cid, cidx) + + row_ids = check_and_convert_ids(row_type, row_ids, row_meta_df) + ordered_ridx = get_ordered_idx(row_type, row_ids, row_meta_df) - row_ids = check_and_convert_ids(row_type, row_ids, row_meta_df) - ordered_ridx = get_ordered_idx(row_type, row_ids, row_meta_df) + col_ids = check_and_convert_ids(col_type, col_ids, col_meta_df) + ordered_cidx = get_ordered_idx(col_type, col_ids, col_meta_df) + return (ordered_ridx, ordered_cidx) - col_ids = check_and_convert_ids(col_type, col_ids, col_meta_df) - ordered_cidx = get_ordered_idx(col_type, col_ids, col_meta_df) - return (ordered_ridx, ordered_cidx) def check_id_idx_exclusivity(id, idx): - """ + """ Makes sure user didn't provide both ids and idx values to slice by. Input: @@ -153,57 +155,65 @@ def check_id_idx_exclusivity(id, idx): Output: - a tuple: first element is subset type, second is subset content """ - if (id is not None and idx is not None): - msg = ("'id' and 'idx' fields can't both not be None," + - " please specify slice in only one of these fields") - logger.error(msg) - raise Exception("parse_gctx.check_id_idx_exclusivity: " + msg) - elif id is not None: - return ("id", id) - elif idx is not None: - return ("idx", idx) - else: - return (None, []) + if (id is not None and idx is not None): + msg = ("'id' and 'idx' fields can't both not be None," + + " please specify slice in only one of these fields") + logger.error(msg) + raise Exception("parse_gctx.check_id_idx_exclusivity: " + msg) + elif id is not None: + return ("id", id) + elif idx is not None: + return ("idx", idx) + else: + return (None, []) + def check_and_convert_ids(id_type, id_list, meta_df): - if meta_df is not None: - if id_type == "id": - id_list = convert_ids_to_meta_type(id_list, meta_df) - check_id_validity(id_list, meta_df) - else: - check_idx_validity(id_list, meta_df) - return id_list - else: - return None + if meta_df is not None: + if id_type == "id": + id_list = convert_ids_to_meta_type(id_list, meta_df) + check_id_validity(id_list, meta_df) + else: + check_idx_validity(id_list, meta_df) + return id_list + else: + return None + def check_id_validity(id_list, meta_df): - id_set = set(id_list) - meta_set = set(meta_df.index) - mismatch_ids = id_set - meta_set - if len(mismatch_ids) > 0: - msg = "some of the ids being used to subset the data are not present in the metadata for the file being parsed - mismatch_ids: {}".format(mismatch_ids) - logger.error(msg) - raise Exception("parse_gctx check_id_validity " + msg) + id_set = set(id_list) + meta_set = set(meta_df.index) + mismatch_ids = id_set - meta_set + if len(mismatch_ids) > 0: + msg = "some of the ids being used to subset the data are not present in the metadata for the file being parsed - mismatch_ids: {}".format( + mismatch_ids) + logger.error(msg) + raise Exception("parse_gctx check_id_validity " + msg) + def check_idx_validity(id_list, meta_df): - N = meta_df.shape[0] - out_of_range_ids = [my_id for my_id in id_list if my_id < 0 or my_id >= N] - if len(out_of_range_ids): - msg = "some of indexes being used to subset the data are not valid max N: {} out_of_range_ids: {}".format(N, out_of_range_ids) - logger.error(msg) - raise Exception("parse_gctx check_idx_validity " + msg) + N = meta_df.shape[0] + out_of_range_ids = [my_id for my_id in id_list if my_id < 0 or my_id >= N] + if len(out_of_range_ids): + msg = "some of indexes being used to subset the data are not valid max N: {} out_of_range_ids: {}".format(N, + out_of_range_ids) + logger.error(msg) + raise Exception("parse_gctx check_idx_validity " + msg) + def convert_ids_to_meta_type(id_list, meta_df): - try: - return pd.Series(id_list).astype(meta_df.index.dtype).values - except ValueError as ve: - id_list_types = set([type(x) for x in id_list]) - msg = "The type of the id_list (rid or cid) being used to subset the data is not compatible with the metadata id's in the file. Types found - meta_df.index.dtype: {} id_list_types: {}".format(meta_df.index.dtype, id_list_types) - logger.error(msg) - raise Exception("parse_gctx check_if_ids_in_meta " + msg + " ValueError ve: {}".format(ve)) + try: + return pd.Series(id_list).astype(meta_df.index.dtype).values + except ValueError as ve: + id_list_types = set([type(x) for x in id_list]) + msg = "The type of the id_list (rid or cid) being used to subset the data is not compatible with the metadata id's in the file. Types found - meta_df.index.dtype: {} id_list_types: {}".format( + meta_df.index.dtype, id_list_types) + logger.error(msg) + raise Exception("parse_gctx check_if_ids_in_meta " + msg + " ValueError ve: {}".format(ve)) + def get_ordered_idx(id_type, id_list, meta_df): - """ + """ Gets index values corresponding to ids to subset and orders them. Input: - id_type (str): either "id", "idx" or None @@ -211,17 +221,18 @@ def get_ordered_idx(id_type, id_list, meta_df): Output: - a sorted list of indexes to subset a dimension by """ - if meta_df is not None: - if id_type is None: - id_list = range(0, len(list(meta_df.index))) - elif id_type == "id": - id_list = [list(meta_df.index).index(i) for i in id_list] - return sorted(id_list) - else: - return None + if meta_df is not None: + if id_type is None: + id_list = range(0, len(list(meta_df.index))) + elif id_type == "id": + id_list = [list(meta_df.index).index(i) for i in id_list] + return sorted(id_list) + else: + return None + def parse_metadata_df(dim, meta_group, convert_neg_666): - """ + """ Reads in all metadata from .gctx file to pandas DataFrame with proper GCToo specifications. Input: @@ -232,55 +243,57 @@ def parse_metadata_df(dim, meta_group, convert_neg_666): - meta_df (pandas DataFrame): data frame corresponding to metadata fields of dimension specified. """ - # read values from hdf5 & make a DataFrame - header_values = {} - array_index = 0 - for k in meta_group.keys(): - curr_dset = meta_group[k] - temp_array = np.empty(curr_dset.shape, dtype = curr_dset.dtype) - curr_dset.read_direct(temp_array) - header_values[str(k)] = temp_array - array_index = array_index + 1 - - # need to temporarily make dtype of all values str so that to_numeric - # works consistently with gct vs gctx parser. - meta_df = pd.DataFrame.from_dict(header_values).astype(str) - - #save the ids for later use in the index; we do not want to convert them to - #numeric - ids = meta_df["id"].copy() - del meta_df["id"] - - # Convert metadata to numeric if possible, after converting everything to string first - # Note: This conversion first to string is to ensure consistent behavior between - # the gctx and gct parser (which by default reads the entire text file into a string) - meta_df = meta_df.apply(lambda x: pd.to_numeric(x, errors="ignore")) - - meta_df.set_index(pd.Index(ids, dtype=str), inplace=True) - - # Replace -666 and -666.0 with NaN; also replace "-666" if convert_neg_666 is True - meta_df = replace_666(meta_df, convert_neg_666) - - # set index and columns appropriately - set_metadata_index_and_column_names(dim, meta_df) - return meta_df + # read values from hdf5 & make a DataFrame + header_values = {} + array_index = 0 + for k in meta_group.keys(): + curr_dset = meta_group[k] + temp_array = np.empty(curr_dset.shape, dtype=curr_dset.dtype) + curr_dset.read_direct(temp_array) + header_values[str(k)] = temp_array + array_index = array_index + 1 + + # need to temporarily make dtype of all values str so that to_numeric + # works consistently with gct vs gctx parser. + meta_df = pd.DataFrame.from_dict(header_values).astype(str) + + # save the ids for later use in the index; we do not want to convert them to + # numeric + ids = meta_df["id"].copy() + del meta_df["id"] + + # Convert metadata to numeric if possible, after converting everything to string first + # Note: This conversion first to string is to ensure consistent behavior between + # the gctx and gct parser (which by default reads the entire text file into a string) + meta_df = meta_df.apply(lambda x: pd.to_numeric(x, errors="ignore")) + + meta_df.set_index(pd.Index(ids, dtype=str), inplace=True) + + # Replace -666 and -666.0 with NaN; also replace "-666" if convert_neg_666 is True + meta_df = replace_666(meta_df, convert_neg_666) + + # set index and columns appropriately + set_metadata_index_and_column_names(dim, meta_df) + return meta_df + def replace_666(meta_df, convert_neg_666): - """ Replace -666, -666.0, and optionally "-666". + """ Replace -666, -666.0, and optionally "-666". Args: meta_df (pandas df): convert_neg_666 (bool): Returns: out_df (pandas df): updated meta_df """ - if convert_neg_666: - out_df = meta_df.replace([-666, "-666", -666.0], np.nan) - else: - out_df = meta_df.replace([-666, -666.0], "-666") - return out_df + if convert_neg_666: + out_df = meta_df.replace([-666, "-666", -666.0], np.nan) + else: + out_df = meta_df.replace([-666, -666.0], "-666") + return out_df + def set_metadata_index_and_column_names(dim, meta_df): - """ + """ Sets index and column names to GCTX convention. Input: - dim (str): Dimension of metadata to read. Must be either "row" or "col" @@ -289,15 +302,16 @@ def set_metadata_index_and_column_names(dim, meta_df): Output: None """ - if dim == "row": - meta_df.index.name = "rid" - meta_df.columns.name = "rhd" - elif dim == "col": - meta_df.index.name = "cid" - meta_df.columns.name = "chd" + if dim == "row": + meta_df.index.name = "rid" + meta_df.columns.name = "rhd" + elif dim == "col": + meta_df.index.name = "cid" + meta_df.columns.name = "chd" + def parse_data_df(data_dset, ridx, cidx, row_meta, col_meta): - """ + """ Parses in data_df from hdf5, slicing if specified. Input: @@ -309,22 +323,23 @@ def parse_data_df(data_dset, ridx, cidx, row_meta, col_meta): -row_meta (pandas DataFrame): the parsed in row metadata -col_meta (pandas DataFrame): the parsed in col metadata """ - if len(ridx) == len(row_meta.index) and len(cidx) == len(col_meta.index): # no slice - data_array = np.empty(data_dset.shape, dtype = np.float32) - data_dset.read_direct(data_array) - data_array = data_array.transpose() - elif len(ridx) <= len(cidx): - first_slice = data_dset[:, ridx].astype(np.float32) - data_array = first_slice[cidx, :].transpose() - elif len(cidx) < len(ridx): - first_slice = data_dset[cidx, :].astype(np.float32) - data_array = first_slice[:, ridx].transpose() - # make DataFrame instance - data_df = pd.DataFrame(data_array, index = row_meta.index[ridx], columns = col_meta.index[cidx]) - return data_df + if len(ridx) == len(row_meta.index) and len(cidx) == len(col_meta.index): # no slice + data_array = np.empty(data_dset.shape, dtype=np.float32) + data_dset.read_direct(data_array) + data_array = data_array.transpose() + elif len(ridx) <= len(cidx): + first_slice = data_dset[:, ridx].astype(np.float32) + data_array = first_slice[cidx, :].transpose() + elif len(cidx) < len(ridx): + first_slice = data_dset[cidx, :].astype(np.float32) + data_array = first_slice[:, ridx].transpose() + # make DataFrame instance + data_df = pd.DataFrame(data_array, index=row_meta.index[ridx], columns=col_meta.index[cidx]) + return data_df + def get_column_metadata(gctx_file_path, convert_neg_666=True): - """ + """ Opens .gctx file and returns only column metadata Input: @@ -337,16 +352,17 @@ def get_column_metadata(gctx_file_path, convert_neg_666=True): Output: - col_meta (pandas DataFrame): a DataFrame of all column metadata values. """ - full_path = os.path.expanduser(gctx_file_path) - # open file - gctx_file = h5py.File(full_path, "r") - col_dset = gctx_file[col_meta_group_node] - col_meta = parse_metadata_df("col", col_dset, convert_neg_666) - gctx_file.close() - return col_meta + full_path = os.path.expanduser(gctx_file_path) + # open file + gctx_file = h5py.File(full_path, "r") + col_dset = gctx_file[col_meta_group_node] + col_meta = parse_metadata_df("col", col_dset, convert_neg_666) + gctx_file.close() + return col_meta + def get_row_metadata(gctx_file_path, convert_neg_666=True): - """ + """ Opens .gctx file and returns only row metadata Input: @@ -359,10 +375,10 @@ def get_row_metadata(gctx_file_path, convert_neg_666=True): Output: - row_meta (pandas DataFrame): a DataFrame of all row metadata values. """ - full_path = os.path.expanduser(gctx_file_path) - # open file - gctx_file = h5py.File(full_path, "r") - row_dset = gctx_file[row_meta_group_node] - row_meta = parse_metadata_df("row", row_dset, convert_neg_666) - gctx_file.close() - return row_meta + full_path = os.path.expanduser(gctx_file_path) + # open file + gctx_file = h5py.File(full_path, "r") + row_dset = gctx_file[row_meta_group_node] + row_meta = parse_metadata_df("row", row_dset, convert_neg_666) + gctx_file.close() + return row_meta diff --git a/cmapPy/pandasGEXpress/random_slice.py b/cmapPy/pandasGEXpress/random_slice.py index b2031bd..1b405ea 100644 --- a/cmapPy/pandasGEXpress/random_slice.py +++ b/cmapPy/pandasGEXpress/random_slice.py @@ -2,18 +2,18 @@ Slices a random subset of a GCToo instance of a user-specified size. """ import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger +import setup_GCToo_logger as setup_logger import numpy -import GCToo - +import GCToo __author__ = "Oana Enache" __email__ = "oana@broadinstitute.org" logger = logging.getLogger(setup_logger.LOGGER_NAME) + def make_specified_size_gctoo(og_gctoo, num_entries, dim): - """ + """ Subsets a GCToo instance along either rows or columns to obtain a specified size. Input: @@ -23,32 +23,33 @@ def make_specified_size_gctoo(og_gctoo, num_entries, dim): Output: - new_gctoo (GCToo): the GCToo instance subsetted as specified. - """ - assert dim in ["row", "col"], "dim specified must be either 'row' or 'col'" - - dim_index = 0 if "row" == dim else 1 - assert num_entries <= og_gctoo.data_df.shape[dim_index], ("number of entries must be smaller than dimension being " - "subsetted - num_entries: {} dim: {} dim_index: {} og_gctoo.data_df.shape[dim_index]: {}".format( - num_entries, dim, dim_index, og_gctoo.data_df.shape[dim_index])) - - if dim == "col": - columns = [x for x in og_gctoo.data_df.columns.values] - numpy.random.shuffle(columns) - columns = columns[0:num_entries] - rows = og_gctoo.data_df.index.values - else: - rows = [x for x in og_gctoo.data_df.index.values] - numpy.random.shuffle(rows) - rows = rows[0:num_entries] - columns = og_gctoo.data_df.columns.values - - new_data_df = og_gctoo.data_df.loc[rows, columns] - new_row_meta = og_gctoo.row_metadata_df.loc[rows] - new_col_meta = og_gctoo.col_metadata_df.loc[columns] - - logger.debug("after slice - new_col_meta.shape: {} new_row_meta.shape: {}".format(new_col_meta.shape, new_row_meta.shape)) - - # make & return new gctoo instance - new_gctoo = GCToo.GCToo(data_df=new_data_df, row_metadata_df=new_row_meta, col_metadata_df=new_col_meta) - - return new_gctoo + """ + assert dim in ["row", "col"], "dim specified must be either 'row' or 'col'" + + dim_index = 0 if "row" == dim else 1 + assert num_entries <= og_gctoo.data_df.shape[dim_index], ("number of entries must be smaller than dimension being " + "subsetted - num_entries: {} dim: {} dim_index: {} og_gctoo.data_df.shape[dim_index]: {}".format( + num_entries, dim, dim_index, og_gctoo.data_df.shape[dim_index])) + + if dim == "col": + columns = [x for x in og_gctoo.data_df.columns.values] + numpy.random.shuffle(columns) + columns = columns[0:num_entries] + rows = og_gctoo.data_df.index.values + else: + rows = [x for x in og_gctoo.data_df.index.values] + numpy.random.shuffle(rows) + rows = rows[0:num_entries] + columns = og_gctoo.data_df.columns.values + + new_data_df = og_gctoo.data_df.loc[rows, columns] + new_row_meta = og_gctoo.row_metadata_df.loc[rows] + new_col_meta = og_gctoo.col_metadata_df.loc[columns] + + logger.debug( + "after slice - new_col_meta.shape: {} new_row_meta.shape: {}".format(new_col_meta.shape, new_row_meta.shape)) + + # make & return new gctoo instance + new_gctoo = GCToo.GCToo(data_df=new_data_df, row_metadata_df=new_row_meta, col_metadata_df=new_col_meta) + + return new_gctoo diff --git a/cmapPy/pandasGEXpress/tests/test_GCToo.py b/cmapPy/pandasGEXpress/tests/test_GCToo.py index f83940b..ff1aa60 100644 --- a/cmapPy/pandasGEXpress/tests/test_GCToo.py +++ b/cmapPy/pandasGEXpress/tests/test_GCToo.py @@ -1,13 +1,13 @@ import unittest import pandas as pd -import numpy as np import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_GCToo_logger -from cmapPy.pandasGEXpress import GCToo as GCToo -from random import shuffle +import cmapPy.pandasGEXpress.setup_GCToo_logger as setup_GCToo_logger +import cmapPy.pandasGEXpress.GCToo as GCToo + logger = logging.getLogger(setup_GCToo_logger.LOGGER_NAME) + class TestGctoo(unittest.TestCase): def test_init(self): diff --git a/cmapPy/pandasGEXpress/tests/test_concat_gctoo.py b/cmapPy/pandasGEXpress/tests/test_concat_gctoo.py index 9d732a0..6e20154 100644 --- a/cmapPy/pandasGEXpress/tests/test_concat_gctoo.py +++ b/cmapPy/pandasGEXpress/tests/test_concat_gctoo.py @@ -3,10 +3,10 @@ import logging import numpy as np import pandas as pd +import cmapPy.pandasGEXpress.setup_GCToo_logger as setup_logger +import cmapPy.pandasGEXpress.concat_gctoo as cg +import cmapPy.pandasGEXpress.parse_gct as pg -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger -from cmapPy.pandasGEXpress import concat_gctoo as cg -from cmapPy.pandasGEXpress import parse_gct as pg logger = logging.getLogger(setup_logger.LOGGER_NAME) FUNCTIONAL_TESTS_DIR = "functional_tests" @@ -226,6 +226,7 @@ def test_do_reset_ids(self): pd.util.testing.assert_frame_equal(meta_df, e_meta_df) pd.util.testing.assert_frame_equal(data_df, e_data_df) + if __name__ == "__main__": setup_logger.setup(verbose=True) diff --git a/cmapPy/pandasGEXpress/tests/test_edge_cases.py b/cmapPy/pandasGEXpress/tests/test_edge_cases.py index 628a744..a8a320a 100644 --- a/cmapPy/pandasGEXpress/tests/test_edge_cases.py +++ b/cmapPy/pandasGEXpress/tests/test_edge_cases.py @@ -5,172 +5,208 @@ import unittest import logging -import pandas -import numpy -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger -from cmapPy.pandasGEXpress import parse_gct as parse_gct -from cmapPy.pandasGEXpress import parse_gctx as parse_gctx -from pandas.util.testing import assert_series_equal +import cmapPy.pandasGEXpress.setup_GCToo_logger as setup_logger +import cmapPy.pandasGEXpress.parse_gct as parse_gct +import cmapPy.pandasGEXpress.parse_gctx as parse_gctx +import pandas.util.testing as pandas_testing + FUNCTIONAL_TESTS_PATH = "functional_tests" logger = logging.getLogger(setup_logger.LOGGER_NAME) + class TestEdgeCases(unittest.TestCase): + ###### parsing case 1: Both col & row metadata ###### + def test_with_both_metadata_fields(self): + + # path to files + gctoo_path = FUNCTIONAL_TESTS_PATH + "/both_metadata_example_n1476x978.gct" + gctoox_path = FUNCTIONAL_TESTS_PATH + "/both_metadata_example_n1476x978.gctx" + + # parse files + c1_gctoo = parse_gct.parse(gctoo_path) + c1_gctoox = parse_gctx.parse(gctoox_path) + + # check rows and columns: data_df + self.assertTrue(set(list(c1_gctoo.data_df.index)) == set(list(c1_gctoox.data_df.index)), + "Mismatch between data_df index values of gct vs gctx: {} vs {}".format(c1_gctoo.data_df.index, + c1_gctoox.data_df.index)) + self.assertTrue(set(list(c1_gctoo.data_df.columns)) == set(list(c1_gctoox.data_df.columns)), + "Mismatch between data_df column values of gct vs gctx: {} vs {}".format( + c1_gctoo.data_df.columns, c1_gctoox.data_df.columns)) + logger.debug("c1 gctoo data_df columns equal to gctoox data_df columns? {}".format( + set(c1_gctoo.data_df.columns) == set(c1_gctoox.data_df.columns))) + for c in list(c1_gctoo.data_df.columns): + # logger.debug("Comparing data values in Column: {}".format(c)) + self.assertTrue(len(list(c1_gctoo.data_df[c])) == len(list(c1_gctoox.data_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + pandas_testing.assert_series_equal(c1_gctoo.data_df[c], c1_gctoox.data_df[c]) + + # check rows and columns: row_metadata_df + self.assertTrue(set(list(c1_gctoo.row_metadata_df.index)) == set(list(c1_gctoox.row_metadata_df.index)), + "Mismatch between row_metadata_df index values of gct vs gctx: {} vs {}".format( + c1_gctoo.row_metadata_df.index, c1_gctoox.row_metadata_df.index)) + self.assertTrue(set(list(c1_gctoo.row_metadata_df.columns)) == set(list(c1_gctoox.row_metadata_df.columns)), + "Mismatch between row_metadata_df column values of gct vs gctx: difference is {}".format( + set(c1_gctoo.row_metadata_df.columns).symmetric_difference( + set(c1_gctoox.row_metadata_df.columns)))) + logger.debug("c1 gctoo row_metadata_df columns equal to gctoox row_metadata_df columns? {}".format( + set(c1_gctoo.row_metadata_df.columns) == set(c1_gctoox.row_metadata_df.columns))) + logger.debug("c1 gctoo dtypes: {}".format(c1_gctoo.row_metadata_df.dtypes)) + logger.debug("c1 gctoox dtypes: {}".format(c1_gctoox.row_metadata_df.dtypes)) + for c in list(c1_gctoo.row_metadata_df.columns): + self.assertTrue(len(list(c1_gctoo.row_metadata_df[c])) == len(list(c1_gctoox.row_metadata_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + logger.debug("first couple elems of {} in gctoo: {}".format(c, list(c1_gctoo.row_metadata_df[c])[0:3])) + self.assertTrue(c1_gctoo.row_metadata_df[c].dtype == c1_gctoox.row_metadata_df[c].dtype, + "Dtype mismatch for {} between parsed gct & gctx: {} vs {}".format(c, + c1_gctoo.row_metadata_df[ + c].dtype, + c1_gctoox.row_metadata_df[ + c].dtype)) + pandas_testing.assert_series_equal(c1_gctoo.row_metadata_df[c], c1_gctoox.row_metadata_df[c]) + + # check rows and columns: col_metadata_df + self.assertTrue(set(list(c1_gctoo.col_metadata_df.index)) == set(list(c1_gctoox.col_metadata_df.index)), + "Mismatch between col_metadata_df index values of gct vs gctx: {} vs {}".format( + c1_gctoo.col_metadata_df.index, c1_gctoox.col_metadata_df.index)) + self.assertTrue(set(list(c1_gctoo.col_metadata_df.columns)) == set(list(c1_gctoox.col_metadata_df.columns)), + "Mismatch between col_metadata_df column values of gct vs gctx: {} vs {}".format( + c1_gctoo.col_metadata_df.columns, c1_gctoox.col_metadata_df.columns)) + logger.debug("c1 gctoo col_metadata_df columns equal to gctoox col_metadata_df columns? {}".format( + set(c1_gctoo.col_metadata_df.columns) == set(c1_gctoox.col_metadata_df.columns))) + for c in list(c1_gctoo.col_metadata_df.columns): + self.assertTrue(len(list(c1_gctoo.col_metadata_df[c])) == len(list(c1_gctoox.col_metadata_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + self.assertTrue(c1_gctoo.col_metadata_df[c].dtype == c1_gctoox.col_metadata_df[c].dtype, + "Dtype mismatch between parsed gct & gctx: {} vs {}".format( + c1_gctoo.col_metadata_df[c].dtype, c1_gctoox.col_metadata_df[c].dtype)) + + pandas_testing.assert_series_equal(c1_gctoo.col_metadata_df[c], c1_gctoox.col_metadata_df[c]) + + # # ###### parsing case 2: Only row metadata ###### + def test_with_only_row_metadata(self): + + # path to files + gctoo_path = FUNCTIONAL_TESTS_PATH + "/row_meta_only_example_n2x1203.gct" + gctoox_path = FUNCTIONAL_TESTS_PATH + "/row_meta_only_example_n2x1203.gctx" + + # parse files + c2_gctoo = parse_gct.parse(gctoo_path) + c2_gctoox = parse_gctx.parse(gctoox_path) + + # check rows and columns: data_df + self.assertTrue(set(list(c2_gctoo.data_df.index)) == set(list(c2_gctoox.data_df.index)), + "Mismatch between data_df index values of gct vs gctx: {} vs {}".format(c2_gctoo.data_df.index, + c2_gctoox.data_df.index)) + self.assertTrue(set(list(c2_gctoo.data_df.columns)) == set(list(c2_gctoox.data_df.columns)), + "Mismatch between data_df column values of gct vs gctx: {} vs {}".format( + c2_gctoo.data_df.columns, c2_gctoox.data_df.columns)) + logger.debug("c2 gctoo data_df columns equal to gctoox data_df columns? {}".format( + set(c2_gctoo.data_df.columns) == set(c2_gctoox.data_df.columns))) + for c in list(c2_gctoo.data_df.columns): + self.assertTrue(len(list(c2_gctoo.data_df[c])) == len(list(c2_gctoox.data_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + pandas_testing.assert_series_equal(c2_gctoo.data_df[c], c2_gctoox.data_df[c]) + + # check rows and columns: row_metadata_df + self.assertTrue(set(list(c2_gctoo.row_metadata_df.index)) == set(list(c2_gctoox.row_metadata_df.index)), + "Mismatch between row_metadata_df index values of gct vs gctx: {} vs {}".format( + c2_gctoo.row_metadata_df.index, c2_gctoox.row_metadata_df.index)) + self.assertTrue(set(list(c2_gctoo.row_metadata_df.columns)) == set(list(c2_gctoox.row_metadata_df.columns)), + "Mismatch between row_metadata_df column values of gct vs gctx: {} vs {}".format( + c2_gctoo.row_metadata_df.columns, c2_gctoox.row_metadata_df.columns)) + logger.debug("c2 gctoo row_metadata_df columns equal to gctoox row_metadata_df columns? {}".format( + set(c2_gctoo.row_metadata_df.columns) == set(c2_gctoox.row_metadata_df.columns))) + for c in list(c2_gctoo.row_metadata_df.columns): + self.assertTrue(len(list(c2_gctoo.row_metadata_df[c])) == len(list(c2_gctoox.row_metadata_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + self.assertTrue(c2_gctoo.row_metadata_df[c].dtype == c2_gctoox.row_metadata_df[c].dtype, + "Dtype mismatch between parsed gct & gctx: {} vs {}".format( + c2_gctoo.row_metadata_df[c].dtype, c2_gctoox.row_metadata_df[c].dtype)) + logger.debug("first couple elems of {} in gctoo: {}".format(c, list(c2_gctoo.row_metadata_df[c])[0:3])) + pandas_testing.assert_series_equal(c2_gctoo.row_metadata_df[c], c2_gctoox.row_metadata_df[c]) + + # check rows and columns: col_metadata_df + self.assertTrue(set(list(c2_gctoo.col_metadata_df.index)) == set(list(c2_gctoox.col_metadata_df.index)), + "Mismatch between col_metadata_df index values of gct vs gctx: {} vs {}".format( + c2_gctoo.col_metadata_df.index, c2_gctoox.col_metadata_df.index)) + self.assertTrue(set(list(c2_gctoo.col_metadata_df.columns)) == set(list(c2_gctoox.col_metadata_df.columns)), + "Mismatch between col_metadata_df column values of gct vs gctx: {} vs {}".format( + c2_gctoo.col_metadata_df.columns, c2_gctoox.col_metadata_df.columns)) + logger.debug("c2 gctoo col_metadata_df columns equal to gctoox col_metadata_df columns? {}".format( + set(c2_gctoo.col_metadata_df.columns) == set(c2_gctoox.col_metadata_df.columns))) + for c in list(c2_gctoo.col_metadata_df.columns): + self.assertTrue(len(list(c2_gctoo.col_metadata_df[c])) == len(list(c2_gctoox.col_metadata_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + self.assertTrue(c2_gctoo.col_metadata_df[c].dtype == c2_gctoox.col_metadata_df[c].dtype, + "Dtype mismatch between parsed gct & gctx: {} vs {}".format( + c2_gctoo.col_metadata_df[c].dtype, c2_gctoox.col_metadata_df[c].dtype)) + pandas_testing.assert_series_equal(c2_gctoo.col_metadata_df[c], c2_gctoox.col_metadata_df[c]) + + # # ###### parsing case 3: Only col metadata ###### + def test_with_only_col_metadata(self): + + # path to files + gctoo_path = FUNCTIONAL_TESTS_PATH + "/col_meta_only_example_n355x355.gct" + gctoox_path = FUNCTIONAL_TESTS_PATH + "/col_meta_only_example_n355x355.gctx" + + # parse files + c3_gctoo = parse_gct.parse(gctoo_path) + c3_gctoox = parse_gctx.parse(gctoox_path) + + # check rows and columns: data_df + self.assertTrue(set(list(c3_gctoo.data_df.index)) == set(list(c3_gctoox.data_df.index)), + "Mismatch between data_df index values of gct vs gctx: {} vs {}".format(c3_gctoo.data_df.index, + c3_gctoox.data_df.index)) + self.assertTrue(set(list(c3_gctoo.data_df.columns)) == set(list(c3_gctoox.data_df.columns)), + "Mismatch between data_df column values of gct vs gctx: {} vs {}".format( + c3_gctoo.data_df.columns, c3_gctoox.data_df.columns)) + logger.debug("c3 gctoo data_df columns equal to gctoox data_df columns? {}".format( + set(c3_gctoo.data_df.columns) == set(c3_gctoox.data_df.columns))) + for c in list(c3_gctoo.data_df.columns): + self.assertTrue(len(list(c3_gctoo.data_df[c])) == len(list(c3_gctoox.data_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + pandas_testing.assert_series_equal(c3_gctoo.data_df[c], c3_gctoox.data_df[c]) + + # check rows and columns: row_metadata_df + self.assertTrue(set(list(c3_gctoo.row_metadata_df.index)) == set(list(c3_gctoox.row_metadata_df.index)), + "Mismatch between row_metadata_df index values of gct vs gctx: {} vs {}".format( + c3_gctoo.row_metadata_df.index, c3_gctoox.row_metadata_df.index)) + self.assertTrue(set(list(c3_gctoo.row_metadata_df.columns)) == set(list(c3_gctoox.row_metadata_df.columns)), + "Mismatch between row_metadata_df column values of gct vs gctx: {} vs {}".format( + c3_gctoo.row_metadata_df.columns, c3_gctoox.row_metadata_df.columns)) + logger.debug("c3 gctoo row_metadata_df columns equal to gctoox row_metadata_df columns? {}".format( + set(c3_gctoo.row_metadata_df.columns) == set(c3_gctoox.row_metadata_df.columns))) + for c in list(c3_gctoo.row_metadata_df.columns): + self.assertTrue(len(list(c3_gctoo.row_metadata_df[c])) == len(list(c3_gctoox.row_metadata_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + self.assertTrue(c3_gctoo.row_metadata_df[c].dtype == c3_gctoox.row_metadata_df[c].dtype, + "Dtype mismatch between parsed gct & gctx: {} vs {}".format( + c3_gctoo.row_metadata_df[c].dtype, c3_gctoox.row_metadata_df[c].dtype)) + logger.debug("first couple elems of {} in gctoo: {}".format(c, list(c3_gctoo.row_metadata_df[c])[0:3])) + pandas_testing.assert_series_equal(c3_gctoo.row_metadata_df[c], c3_gctoox.row_metadata_df[c]) + + # check rows and columns: col_metadata_df + self.assertTrue(set(list(c3_gctoo.col_metadata_df.index)) == set(list(c3_gctoox.col_metadata_df.index)), + "Mismatch between col_metadata_df index values of gct vs gctx: {} vs {}".format( + c3_gctoo.col_metadata_df.index, c3_gctoox.col_metadata_df.index)) + self.assertTrue(set(list(c3_gctoo.col_metadata_df.columns)) == set(list(c3_gctoox.col_metadata_df.columns)), + "Mismatch between col_metadata_df column values of gct vs gctx: {} vs {}".format( + c3_gctoo.col_metadata_df.columns, c3_gctoox.col_metadata_df.columns)) + logger.debug("c3 gctoo col_metadata_df columns equal to gctoox col_metadata_df columns? {}".format( + set(c3_gctoo.col_metadata_df.columns) == set(c3_gctoox.col_metadata_df.columns))) + for c in list(c3_gctoo.col_metadata_df.columns): + self.assertTrue(len(list(c3_gctoo.col_metadata_df[c])) == len(list(c3_gctoox.col_metadata_df[c])), + "Lengths of column {} differ between gct and gctx".format(c)) + self.assertTrue(c3_gctoo.col_metadata_df[c].dtype == c3_gctoox.col_metadata_df[c].dtype, + "Dtype mismatch between parsed gct & gctx: {} vs {}".format( + c3_gctoo.col_metadata_df[c].dtype, c3_gctoox.col_metadata_df[c].dtype)) + pandas_testing.assert_series_equal(c3_gctoo.col_metadata_df[c], c3_gctoox.col_metadata_df[c]) - ###### parsing case 1: Both col & row metadata ###### - def test_with_both_metadata_fields(self): - - # path to files - gctoo_path = FUNCTIONAL_TESTS_PATH + "/both_metadata_example_n1476x978.gct" - gctoox_path = FUNCTIONAL_TESTS_PATH + "/both_metadata_example_n1476x978.gctx" - - # parse files - c1_gctoo = parse_gct.parse(gctoo_path) - c1_gctoox = parse_gctx.parse(gctoox_path) - - #check rows and columns: data_df - self.assertTrue(set(list(c1_gctoo.data_df.index)) == set(list(c1_gctoox.data_df.index)), - "Mismatch between data_df index values of gct vs gctx: {} vs {}".format(c1_gctoo.data_df.index, c1_gctoox.data_df.index)) - self.assertTrue(set(list(c1_gctoo.data_df.columns)) == set(list(c1_gctoox.data_df.columns)), - "Mismatch between data_df column values of gct vs gctx: {} vs {}".format(c1_gctoo.data_df.columns, c1_gctoox.data_df.columns)) - logger.debug("c1 gctoo data_df columns equal to gctoox data_df columns? {}".format(set(c1_gctoo.data_df.columns) == set(c1_gctoox.data_df.columns))) - for c in list(c1_gctoo.data_df.columns): - # logger.debug("Comparing data values in Column: {}".format(c)) - self.assertTrue(len(list(c1_gctoo.data_df[c])) == len(list(c1_gctoox.data_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - # assert_frame_equal(pandas.DataFrame(c1_gctoo.data_df[c]), pandas.DataFrame(c1_gctoox.data_df[c])) - assert_series_equal(c1_gctoo.data_df[c], c1_gctoox.data_df[c]) - - # check rows and columns: row_metadata_df - self.assertTrue(set(list(c1_gctoo.row_metadata_df.index)) == set(list(c1_gctoox.row_metadata_df.index)), - "Mismatch between row_metadata_df index values of gct vs gctx: {} vs {}".format(c1_gctoo.row_metadata_df.index, c1_gctoox.row_metadata_df.index)) - self.assertTrue(set(list(c1_gctoo.row_metadata_df.columns)) == set(list(c1_gctoox.row_metadata_df.columns)), - "Mismatch between row_metadata_df column values of gct vs gctx: difference is {}".format(set(c1_gctoo.row_metadata_df.columns).symmetric_difference(set(c1_gctoox.row_metadata_df.columns)))) - logger.debug("c1 gctoo row_metadata_df columns equal to gctoox row_metadata_df columns? {}".format(set(c1_gctoo.row_metadata_df.columns) == set(c1_gctoox.row_metadata_df.columns))) - logger.debug("c1 gctoo dtypes: {}".format(c1_gctoo.row_metadata_df.dtypes)) - logger.debug("c1 gctoox dtypes: {}".format(c1_gctoox.row_metadata_df.dtypes)) - for c in list(c1_gctoo.row_metadata_df.columns): - self.assertTrue(len(list(c1_gctoo.row_metadata_df[c])) == len(list(c1_gctoox.row_metadata_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - logger.debug("first couple elems of {} in gctoo: {}".format(c, list(c1_gctoo.row_metadata_df[c])[0:3])) - self.assertTrue(c1_gctoo.row_metadata_df[c].dtype == c1_gctoox.row_metadata_df[c].dtype, - "Dtype mismatch for {} between parsed gct & gctx: {} vs {}".format(c, c1_gctoo.row_metadata_df[c].dtype, c1_gctoox.row_metadata_df[c].dtype)) - assert_series_equal(c1_gctoo.row_metadata_df[c], c1_gctoox.row_metadata_df[c]) - - # check rows and columns: col_metadata_df - self.assertTrue(set(list(c1_gctoo.col_metadata_df.index)) == set(list(c1_gctoox.col_metadata_df.index)), - "Mismatch between col_metadata_df index values of gct vs gctx: {} vs {}".format(c1_gctoo.col_metadata_df.index, c1_gctoox.col_metadata_df.index)) - self.assertTrue(set(list(c1_gctoo.col_metadata_df.columns)) == set(list(c1_gctoox.col_metadata_df.columns)), - "Mismatch between col_metadata_df column values of gct vs gctx: {} vs {}".format(c1_gctoo.col_metadata_df.columns, c1_gctoox.col_metadata_df.columns)) - logger.debug("c1 gctoo col_metadata_df columns equal to gctoox col_metadata_df columns? {}".format(set(c1_gctoo.col_metadata_df.columns) == set(c1_gctoox.col_metadata_df.columns))) - for c in list(c1_gctoo.col_metadata_df.columns): - self.assertTrue(len(list(c1_gctoo.col_metadata_df[c])) == len(list(c1_gctoox.col_metadata_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - self.assertTrue(c1_gctoo.col_metadata_df[c].dtype == c1_gctoox.col_metadata_df[c].dtype, - "Dtype mismatch between parsed gct & gctx: {} vs {}".format(c1_gctoo.col_metadata_df[c].dtype, c1_gctoox.col_metadata_df[c].dtype)) - - assert_series_equal(c1_gctoo.col_metadata_df[c], c1_gctoox.col_metadata_df[c]) - - # # ###### parsing case 2: Only row metadata ###### - def test_with_only_row_metadata(self): - - # path to files - gctoo_path = FUNCTIONAL_TESTS_PATH + "/row_meta_only_example_n2x1203.gct" - gctoox_path = FUNCTIONAL_TESTS_PATH + "/row_meta_only_example_n2x1203.gctx" - - # parse files - c2_gctoo = parse_gct.parse(gctoo_path) - c2_gctoox = parse_gctx.parse(gctoox_path) - - #check rows and columns: data_df - self.assertTrue(set(list(c2_gctoo.data_df.index)) == set(list(c2_gctoox.data_df.index)), - "Mismatch between data_df index values of gct vs gctx: {} vs {}".format(c2_gctoo.data_df.index, c2_gctoox.data_df.index)) - self.assertTrue(set(list(c2_gctoo.data_df.columns)) == set(list(c2_gctoox.data_df.columns)), - "Mismatch between data_df column values of gct vs gctx: {} vs {}".format(c2_gctoo.data_df.columns, c2_gctoox.data_df.columns)) - logger.debug("c2 gctoo data_df columns equal to gctoox data_df columns? {}".format(set(c2_gctoo.data_df.columns) == set(c2_gctoox.data_df.columns))) - for c in list(c2_gctoo.data_df.columns): - self.assertTrue(len(list(c2_gctoo.data_df[c])) == len(list(c2_gctoox.data_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - assert_series_equal(c2_gctoo.data_df[c], c2_gctoox.data_df[c]) - - # check rows and columns: row_metadata_df - self.assertTrue(set(list(c2_gctoo.row_metadata_df.index)) == set(list(c2_gctoox.row_metadata_df.index)), - "Mismatch between row_metadata_df index values of gct vs gctx: {} vs {}".format(c2_gctoo.row_metadata_df.index, c2_gctoox.row_metadata_df.index)) - self.assertTrue(set(list(c2_gctoo.row_metadata_df.columns)) == set(list(c2_gctoox.row_metadata_df.columns)), - "Mismatch between row_metadata_df column values of gct vs gctx: {} vs {}".format(c2_gctoo.row_metadata_df.columns, c2_gctoox.row_metadata_df.columns)) - logger.debug("c2 gctoo row_metadata_df columns equal to gctoox row_metadata_df columns? {}".format(set(c2_gctoo.row_metadata_df.columns) == set(c2_gctoox.row_metadata_df.columns))) - for c in list(c2_gctoo.row_metadata_df.columns): - self.assertTrue(len(list(c2_gctoo.row_metadata_df[c])) == len(list(c2_gctoox.row_metadata_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - self.assertTrue(c2_gctoo.row_metadata_df[c].dtype == c2_gctoox.row_metadata_df[c].dtype, - "Dtype mismatch between parsed gct & gctx: {} vs {}".format(c2_gctoo.row_metadata_df[c].dtype, c2_gctoox.row_metadata_df[c].dtype)) - logger.debug("first couple elems of {} in gctoo: {}".format(c, list(c2_gctoo.row_metadata_df[c])[0:3])) - assert_series_equal(c2_gctoo.row_metadata_df[c], c2_gctoox.row_metadata_df[c]) - - # check rows and columns: col_metadata_df - self.assertTrue(set(list(c2_gctoo.col_metadata_df.index)) == set(list(c2_gctoox.col_metadata_df.index)), - "Mismatch between col_metadata_df index values of gct vs gctx: {} vs {}".format(c2_gctoo.col_metadata_df.index, c2_gctoox.col_metadata_df.index)) - self.assertTrue(set(list(c2_gctoo.col_metadata_df.columns)) == set(list(c2_gctoox.col_metadata_df.columns)), - "Mismatch between col_metadata_df column values of gct vs gctx: {} vs {}".format(c2_gctoo.col_metadata_df.columns, c2_gctoox.col_metadata_df.columns)) - logger.debug("c2 gctoo col_metadata_df columns equal to gctoox col_metadata_df columns? {}".format(set(c2_gctoo.col_metadata_df.columns) == set(c2_gctoox.col_metadata_df.columns))) - for c in list(c2_gctoo.col_metadata_df.columns): - self.assertTrue(len(list(c2_gctoo.col_metadata_df[c])) == len(list(c2_gctoox.col_metadata_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - self.assertTrue(c2_gctoo.col_metadata_df[c].dtype == c2_gctoox.col_metadata_df[c].dtype, - "Dtype mismatch between parsed gct & gctx: {} vs {}".format(c2_gctoo.col_metadata_df[c].dtype, c2_gctoox.col_metadata_df[c].dtype)) - assert_series_equal(c2_gctoo.col_metadata_df[c], c2_gctoox.col_metadata_df[c]) - - # # ###### parsing case 3: Only col metadata ###### - def test_with_only_col_metadata(self): - - # path to files - gctoo_path = FUNCTIONAL_TESTS_PATH + "/col_meta_only_example_n355x355.gct" - gctoox_path = FUNCTIONAL_TESTS_PATH + "/col_meta_only_example_n355x355.gctx" - - # parse files - c3_gctoo = parse_gct.parse(gctoo_path) - c3_gctoox = parse_gctx.parse(gctoox_path) - - #check rows and columns: data_df - self.assertTrue(set(list(c3_gctoo.data_df.index)) == set(list(c3_gctoox.data_df.index)), - "Mismatch between data_df index values of gct vs gctx: {} vs {}".format(c3_gctoo.data_df.index, c3_gctoox.data_df.index)) - self.assertTrue(set(list(c3_gctoo.data_df.columns)) == set(list(c3_gctoox.data_df.columns)), - "Mismatch between data_df column values of gct vs gctx: {} vs {}".format(c3_gctoo.data_df.columns, c3_gctoox.data_df.columns)) - logger.debug("c3 gctoo data_df columns equal to gctoox data_df columns? {}".format(set(c3_gctoo.data_df.columns) == set(c3_gctoox.data_df.columns))) - for c in list(c3_gctoo.data_df.columns): - self.assertTrue(len(list(c3_gctoo.data_df[c])) == len(list(c3_gctoox.data_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - assert_series_equal(c3_gctoo.data_df[c], c3_gctoox.data_df[c]) - - # check rows and columns: row_metadata_df - self.assertTrue(set(list(c3_gctoo.row_metadata_df.index)) == set(list(c3_gctoox.row_metadata_df.index)), - "Mismatch between row_metadata_df index values of gct vs gctx: {} vs {}".format(c3_gctoo.row_metadata_df.index, c3_gctoox.row_metadata_df.index)) - self.assertTrue(set(list(c3_gctoo.row_metadata_df.columns)) == set(list(c3_gctoox.row_metadata_df.columns)), - "Mismatch between row_metadata_df column values of gct vs gctx: {} vs {}".format(c3_gctoo.row_metadata_df.columns, c3_gctoox.row_metadata_df.columns)) - logger.debug("c3 gctoo row_metadata_df columns equal to gctoox row_metadata_df columns? {}".format(set(c3_gctoo.row_metadata_df.columns) == set(c3_gctoox.row_metadata_df.columns))) - for c in list(c3_gctoo.row_metadata_df.columns): - self.assertTrue(len(list(c3_gctoo.row_metadata_df[c])) == len(list(c3_gctoox.row_metadata_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - self.assertTrue(c3_gctoo.row_metadata_df[c].dtype == c3_gctoox.row_metadata_df[c].dtype, - "Dtype mismatch between parsed gct & gctx: {} vs {}".format(c3_gctoo.row_metadata_df[c].dtype, c3_gctoox.row_metadata_df[c].dtype)) - logger.debug("first couple elems of {} in gctoo: {}".format(c, list(c3_gctoo.row_metadata_df[c])[0:3])) - assert_series_equal(c3_gctoo.row_metadata_df[c], c3_gctoox.row_metadata_df[c]) - - # check rows and columns: col_metadata_df - self.assertTrue(set(list(c3_gctoo.col_metadata_df.index)) == set(list(c3_gctoox.col_metadata_df.index)), - "Mismatch between col_metadata_df index values of gct vs gctx: {} vs {}".format(c3_gctoo.col_metadata_df.index, c3_gctoox.col_metadata_df.index)) - self.assertTrue(set(list(c3_gctoo.col_metadata_df.columns)) == set(list(c3_gctoox.col_metadata_df.columns)), - "Mismatch between col_metadata_df column values of gct vs gctx: {} vs {}".format(c3_gctoo.col_metadata_df.columns, c3_gctoox.col_metadata_df.columns)) - logger.debug("c3 gctoo col_metadata_df columns equal to gctoox col_metadata_df columns? {}".format(set(c3_gctoo.col_metadata_df.columns) == set(c3_gctoox.col_metadata_df.columns))) - for c in list(c3_gctoo.col_metadata_df.columns): - self.assertTrue(len(list(c3_gctoo.col_metadata_df[c])) == len(list(c3_gctoox.col_metadata_df[c])), - "Lengths of column {} differ between gct and gctx".format(c)) - self.assertTrue(c3_gctoo.col_metadata_df[c].dtype == c3_gctoox.col_metadata_df[c].dtype, - "Dtype mismatch between parsed gct & gctx: {} vs {}".format(c3_gctoo.col_metadata_df[c].dtype, c3_gctoox.col_metadata_df[c].dtype)) - assert_series_equal(c3_gctoo.col_metadata_df[c], c3_gctoox.col_metadata_df[c]) if __name__ == "__main__": - setup_logger.setup(verbose=True) + setup_logger.setup(verbose=True) - unittest.main() \ No newline at end of file + unittest.main() diff --git a/cmapPy/pandasGEXpress/tests/test_parse_gct.py b/cmapPy/pandasGEXpress/tests/test_parse_gct.py index 8657954..33560b4 100644 --- a/cmapPy/pandasGEXpress/tests/test_parse_gct.py +++ b/cmapPy/pandasGEXpress/tests/test_parse_gct.py @@ -3,8 +3,9 @@ import os import pandas as pd import numpy as np -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger -from cmapPy.pandasGEXpress import parse_gct as pg +import cmapPy.pandasGEXpress.setup_GCToo_logger as setup_logger +import cmapPy.pandasGEXpress.parse_gct as pg + FUNCTIONAL_TESTS_PATH = "functional_tests" diff --git a/cmapPy/pandasGEXpress/tests/test_parse_gctx.py b/cmapPy/pandasGEXpress/tests/test_parse_gctx.py index 05f1e8d..9241aee 100644 --- a/cmapPy/pandasGEXpress/tests/test_parse_gctx.py +++ b/cmapPy/pandasGEXpress/tests/test_parse_gctx.py @@ -1,16 +1,16 @@ import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger +import cmapPy.pandasGEXpress.setup_GCToo_logger as setup_logger import unittest import os import pandas as pd import numpy as np -from cmapPy.pandasGEXpress import GCToo +import cmapPy.pandasGEXpress.GCToo as GCToo import h5py -from cmapPy.pandasGEXpress import parse_gctx as parse_gctx -from cmapPy.pandasGEXpress import mini_gctoo_for_testing as mini_gctoo_for_testing -from cmapPy.pandasGEXpress import slice_gct as slice_gct -from cmapPy.pandasGEXpress import write_gctx as write_gctx -from pandas.util.testing import assert_frame_equal +import cmapPy.pandasGEXpress.parse_gctx as parse_gctx +import cmapPy.pandasGEXpress.mini_gctoo_for_testing as mini_gctoo_for_testing +import cmapPy.pandasGEXpress.slice_gct as slice_gct +import cmapPy.pandasGEXpress.write_gctx as write_gctx +import pandas.util.testing as pandas_testing __author__ = "Oana Enache" @@ -27,356 +27,362 @@ row_meta_group_node = "/0/META/ROW" col_meta_group_node = "/0/META/COL" + class MockHdf5Dset(object): - def __init__(self, data_list, dtype): - self.data_list = data_list - self.shape = (len(data_list),) - self.dtype = dtype + def __init__(self, data_list, dtype): + self.data_list = data_list + self.shape = (len(data_list),) + self.dtype = dtype - def read_direct(self, dest): - for i in xrange(len(dest)): - dest[i] = self.data_list[i] + def read_direct(self, dest): + for i in xrange(len(dest)): + dest[i] = self.data_list[i] class TestParseGctx(unittest.TestCase): - def test_parse(self): - # parse whole thing - mg1 = mini_gctoo_for_testing.make() - mg2 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx") - - assert_frame_equal(mg1.data_df, mg2.data_df) - assert_frame_equal(mg1.row_metadata_df, mg2.row_metadata_df) - assert_frame_equal(mg1.col_metadata_df, mg2.col_metadata_df) - - # test with string rid/cid - test_rids = ['LJP007_MCF10A_24H:TRT_CP:BRD-K93918653:3.33','LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666'] - test_cids = ['LJP007_MCF7_24H:TRT_POSCON:BRD-A61304759:10'] - mg3 = slice_gct.slice_gctoo(mg1, rid=test_rids, cid=test_cids) - mg4 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", - rid = test_rids, cid = test_cids) - assert_frame_equal(mg3.data_df, mg4.data_df) - assert_frame_equal(mg3.row_metadata_df, mg4.row_metadata_df) - assert_frame_equal(mg3.col_metadata_df, mg4.col_metadata_df) - - # first, make & write out temp version of mini_gctoo with int rids/cids - new_mg = mini_gctoo_for_testing.make(convert_neg_666=False) - int_indexed_data_df = new_mg.data_df.copy() - int_indexed_data_df.index = [str(i) for i in xrange(0,6)] - int_indexed_data_df.columns = [str(i) for i in xrange(10,16)] - - int_indexed_row_meta = new_mg.row_metadata_df.copy() - int_indexed_row_meta.index = int_indexed_data_df.index - - int_indexed_col_meta = new_mg.col_metadata_df.copy() - int_indexed_col_meta.index = int_indexed_data_df.columns - - int_indexed_gctoo = GCToo.GCToo(data_df = int_indexed_data_df, row_metadata_df = int_indexed_row_meta, - col_metadata_df = int_indexed_col_meta) - - write_gctx.write(int_indexed_gctoo, "int_indexed_mini_gctoo.gctx") - - # test with numeric (repr as string) rid/cid - mg5 = GCToo.GCToo(data_df = int_indexed_data_df, row_metadata_df = int_indexed_row_meta, - col_metadata_df = int_indexed_col_meta) - mg5 = slice_gct.slice_gctoo(mg5, row_bool = [True, False, True, False, True, False], - col_bool = [True, False, False, True, True, True]) - - mg5.data_df.index.name = "rid" - mg5.data_df.columns.name = "cid" - - mg5.row_metadata_df.index.name = "rid" - mg5.row_metadata_df.columns.name = "rhd" - - mg5.col_metadata_df.index.name = "cid" - mg5.col_metadata_df.columns.name = "chd" - - mg6 = parse_gctx.parse("int_indexed_mini_gctoo.gctx", rid = ["0","2","4"], - cid = ["10","13","14","15"], convert_neg_666=False) - - os.remove("int_indexed_mini_gctoo.gctx") - - assert_frame_equal(mg5.data_df, mg6.data_df) - assert_frame_equal(mg5.row_metadata_df, mg6.row_metadata_df) - assert_frame_equal(mg5.col_metadata_df, mg6.col_metadata_df) - - # test with ridx/cidx - mg7 = slice_gct.slice_gctoo(mg1, rid=['LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666'], - cid='LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666') - mg8 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", ridx=[4], cidx=[4]) - - assert_frame_equal(mg7.data_df, mg8.data_df) - assert_frame_equal(mg7.row_metadata_df, mg8.row_metadata_df) - assert_frame_equal(mg7.col_metadata_df, mg8.col_metadata_df) - - # test with rid/cidx - mg9 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", rid=['LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666'], - cidx = [4]) - - assert_frame_equal(mg7.data_df, mg9.data_df) - assert_frame_equal(mg7.row_metadata_df, mg9.row_metadata_df) - assert_frame_equal(mg7.col_metadata_df, mg9.col_metadata_df) - - # test with ridx/cid - mg10 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", ridx=[4], - cid = ['LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666']) - - assert_frame_equal(mg7.data_df, mg10.data_df) - assert_frame_equal(mg7.row_metadata_df, mg10.row_metadata_df) - assert_frame_equal(mg7.col_metadata_df, mg10.col_metadata_df) - - # test with row_meta_only - mg11 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", row_meta_only=True) - assert_frame_equal(mg11, mg1.row_metadata_df) - - # test with col_meta_only - mg12 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", col_meta_only=True) - assert_frame_equal(mg12, mg1.col_metadata_df) - - def test_parse_rid_as_entrez_id(self): - input_file = "functional_tests/test_parse_gctx_rid_entrez_id.gctx" - g = parse_gctx.parse(input_file) - self.assertEqual((5,5), g.data_df.shape) - logger.debug("g.data_df.index: {}".format(g.data_df.index)) - - my_rids = ["5720", "55847", "7416"] - g = parse_gctx.parse(input_file, rid=my_rids) - self.assertEqual((3,5), g.data_df.shape) - logger.debug("g.data_df.index: {}".format(g.data_df.index)) - - my_rids = [str(x) for x in my_rids] - logger.debug("using rid as str (mismatched type) - my_rids: {}".format(my_rids)) - g = parse_gctx.parse(input_file, rid=my_rids) - self.assertEqual((3,5), g.data_df.shape) - logger.debug("g.data_df.index: {}".format(g.data_df.index)) - - def test_check_and_order_id_inputs(self): - ridx = [0,1] - cidx = [2,1] - rid = ["a", "b", "c"] - cid = ["l", "m", "n", "o"] - row_meta = pd.DataFrame(index=["b", "c", "a", "d"]) - col_meta = pd.DataFrame(index=["l", "m", "n", "o", "p", "q"]) - - # case 1: row and col lists are populated and same type - self.assertEqual((sorted(ridx), sorted(cidx)), - parse_gctx.check_and_order_id_inputs(None, ridx, None, cidx, row_meta, col_meta)) - - # case 2: row & col lists are populated, but of different types - self.assertEqual((sorted(ridx), [0,1,2,3]), - parse_gctx.check_and_order_id_inputs(None,ridx, cid, None, row_meta, col_meta)) - - # case 3: row list and col lists are both None - self.assertEqual(([0,1,2,3], [0,1,2,3,4,5]), - parse_gctx.check_and_order_id_inputs(None, None, None, None, row_meta, col_meta)) - - # case 4: row list is populated, col list is None - self.assertEqual(([0,1,2], [0,1,2,3,4,5]), - parse_gctx.check_and_order_id_inputs(rid, None, None, None, row_meta, col_meta)) - - def test_check_id_idx_exclusivity(self): - ids = ["a", "b", "c"] - idx = [0, 1, 2] - - # case 1: id != None and idx != None - with self.assertRaises(Exception) as context: - parse_gctx.check_id_idx_exclusivity(ids, idx) - self.assertTrue("'id' and 'idx' fields can't both not be None" in str(context.exception)) - - # case 2: id != None - self.assertEqual(("id", ids), parse_gctx.check_id_idx_exclusivity(ids, None)) - - # case 3: idx != None - self.assertEqual(("idx", idx), parse_gctx.check_id_idx_exclusivity(None, idx)) - - # case 4: id == None & idx == None - self.assertEqual((None, []), parse_gctx.check_id_idx_exclusivity(None, None)) - - def test_parse_metadata_df(self): - mini_gctoo = mini_gctoo_for_testing.make() - # convert row_metadata to np.nan - mini_row_meta = mini_gctoo.row_metadata_df.replace([-666, "-666", -666.0], [np.nan, np.nan, np.nan]) - logger.debug("mini_row_meta.shape: {}".format(mini_row_meta.shape)) - logger.debug("mini_row_meta.index: {}".format(mini_row_meta.index)) - logger.debug("mini_row_meta.columns: {}".format(mini_row_meta.columns)) - - gctx_file = h5py.File("functional_tests/mini_gctoo_for_testing.gctx", "r") - row_dset = gctx_file[row_meta_group_node] - col_dset = gctx_file[col_meta_group_node] - - # with convert_neg_666 - row_df = parse_gctx.parse_metadata_df("row", row_dset, True) - assert_frame_equal(mini_row_meta, row_df) - - # no convert_neg_666 - mini_gctoo_with_neg_666 = mini_gctoo_for_testing.make(convert_neg_666=False) - col_df = parse_gctx.parse_metadata_df("col", col_dset, False) - assert_frame_equal(mini_gctoo_with_neg_666.col_metadata_df, col_df) - - #test that ID's are not converted to numeric - expected_rids = [str(i) for i in range(3)] - row_dset = {"id":MockHdf5Dset(expected_rids, str), - "other_meta":MockHdf5Dset(range(3,6), str)} - r = parse_gctx.parse_metadata_df("row", row_dset, True) - logger.debug("test that ID's are not converted to numeric - r: {}".format(r)) - logger.debug("r.index: {}".format(r.index)) - self.assertEqual(set(expected_rids), set(r.index)) - - def test_replace_666(self): - # convert_neg_666 is True - row_df = pd.DataFrame([[3, "a"], [-666, "c"], ["-666", -666.0]], - index=["r1", "r2", "r3"], columns=["rhd1", "rhd2"]) - e_df = pd.DataFrame([[3, "a"], [np.nan, "c"], [np.nan, np.nan]], - index=["r1", "r2", "r3"], columns=["rhd1", "rhd2"]) - out_df = parse_gctx.replace_666(row_df, convert_neg_666=True) - self.assertTrue(e_df.equals(out_df)) - - # convert_neg_666 is False - e_df2 = pd.DataFrame([[3, "a"], ["-666", "c"], ["-666", "-666"]], - index=["r1", "r2", "r3"], columns=["rhd1", "rhd2"]) - out_df2 = parse_gctx.replace_666(row_df, convert_neg_666=False) - self.assertTrue(e_df2.equals(out_df2)) - - # edge case: if row meta is 1 column of floats - row_df3 = pd.DataFrame([[3], [-666], [-666.0]], - index=["r1", "r2", "r3"], columns=["rhd3"]) - e_df3 = pd.DataFrame([[3], [np.nan], [np.nan]], - index=["r1", "r2", "r3"], columns=["rhd3"]) - out_df3 = parse_gctx.replace_666(row_df3, convert_neg_666=True) - self.assertTrue(e_df3.equals(out_df3)) - - def test_set_metadata_index_and_column_names(self): - mini_gctoo = mini_gctoo_for_testing.make() - mini_gctoo.row_metadata_df.index.name = None - mini_gctoo.row_metadata_df.columns.name = None - mini_gctoo.col_metadata_df.index.name = None - mini_gctoo.col_metadata_df.columns.name = None - - # case 1: dim == "row" - parse_gctx.set_metadata_index_and_column_names("row", mini_gctoo.row_metadata_df) - self.assertEqual(mini_gctoo.row_metadata_df.index.name, "rid") - self.assertEqual(mini_gctoo.row_metadata_df.columns.name, "rhd") - - # case 2: dim == "col" - parse_gctx.set_metadata_index_and_column_names("col", mini_gctoo.col_metadata_df) - self.assertEqual(mini_gctoo.col_metadata_df.index.name, "cid") - self.assertEqual(mini_gctoo.col_metadata_df.columns.name, "chd") - - def test_get_ordered_idx(self): - mg = mini_gctoo_for_testing.make() - - # case 1: id_type == None - case1 = parse_gctx.get_ordered_idx(None, [], mg.row_metadata_df) - self.assertEqual(case1, range(0,6), - "Expected oredered idx to be {} but got {}".format(range(0,6), case1)) - - # case 2: id_type == "id" - case2 = parse_gctx.get_ordered_idx("id", - ['LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666'], mg.col_metadata_df) - self.assertEqual(case2, [4], - "Expected oredered idx to be {} but got {}".format([4], case2)) - - # case 3: id_type == ridx - case3 = parse_gctx.get_ordered_idx("idx", - [5,1,3], mg.col_metadata_df) - self.assertEqual(case3, [1,3,5], - "Expected oredered idx to be {} but got {}".format([1,3,5], case3)) - - def test_parse_data_df(self): - mini_data_df = pd.DataFrame([[-0.283359, 0.011270],[0.304119, 1.921061],[0.398655, -0.144652]], - index=["200814_at", "218597_s_at", "217140_s_at"], - columns = ["LJP005_A375_24H:DMSO:-666", "LJP005_A375_24H:BRD-K76908866:10"]) - mini_data_df = mini_data_df.astype(np.float32) - mini_data_df.index.name = "rid" - mini_data_df.columns.name = "cid" - - # create h5py File instance - mini_gctx = h5py.File("functional_tests/mini_gctx_with_metadata_n2x3.gctx", "r") - data_dset = mini_gctx[data_node] - - # get relevant metadata fields - col_meta = parse_gctx.get_column_metadata("functional_tests/mini_gctx_with_metadata_n2x3.gctx") - row_meta = parse_gctx.get_row_metadata("functional_tests/mini_gctx_with_metadata_n2x3.gctx") - - # case 1: no slicing - data_df1 = parse_gctx.parse_data_df(data_dset, [0,1,2], [0,1], row_meta, col_meta) - # note: checks to 3 decimal places - assert_frame_equal(mini_data_df, data_df1, - check_exact=False, check_less_precise = True) - - # case 2: slice; ridx < cidx - data_df2 = parse_gctx.parse_data_df(data_dset, [0], [0,1], row_meta, col_meta) - assert_frame_equal(mini_data_df.iloc[[0],[0,1]], data_df2, - check_exact=False, check_less_precise = True) - - # case 3: slice; ridx == cidx - data_df3 = parse_gctx.parse_data_df(data_dset, [0],[0], row_meta, col_meta) - assert_frame_equal(mini_data_df.iloc[[0],[0]], data_df3, - check_exact=False, check_less_precise = True) - - # case 4: slice; ridx > cidx - data_df4 = parse_gctx.parse_data_df(data_dset, [0,1,2],[0], row_meta, col_meta) - assert_frame_equal(mini_data_df.iloc[[0,1,2],[0]], data_df4, - check_exact=False, check_less_precise = True) - - mini_gctx.close() - - def test_convert_ids_to_meta_type(self): - #happy path - id_list = range(3) - self.assertEqual(int, type(id_list[0])) - df = pd.DataFrame({}, index=pd.Series(range(1,4)).astype(np.int64)) - r = parse_gctx.convert_ids_to_meta_type(id_list, df) - logger.debug("conversion from regular int to numpy int64 - type(r[0]): {}".format(type(r[0]))) - self.assertEqual(np.int64, type(r[0])) - - id_list = [str(i) for i in xrange(3)] - r = parse_gctx.convert_ids_to_meta_type(id_list, df) - logger.debug("conversion from str to numpy int64 - type(r[0]): {}".format(type(r[0]))) - self.assertEqual(np.int64, type(r[0])) - - #unhappy path - id_list[0] = "a" - with self.assertRaises(Exception) as context: - parse_gctx.convert_ids_to_meta_type(id_list, df) - logger.debug("context.exception: {}".format(context.exception)) - self.assertIn("The type of the id_list (rid or cid) being used to subset the data is not compatible with the metadata id's in the file", - str(context.exception)) - - def test_check_idx_validity(self): - id_list = range(3) - df = pd.DataFrame({}, index=range(5)) - logger.debug("df.shape: {}".format(df.shape)) - parse_gctx.check_idx_validity(id_list, df) - - id_list[0] = -1 - with self.assertRaises(Exception) as context: - parse_gctx.check_idx_validity(id_list, df) - logger.debug("context.exception: {}".format(context.exception)) - self.assertIn("some of indexes being used to subset the data are not valid", str(context.exception)) - self.assertIn("[-1]", str(context.exception)) - - invalid_high = df.shape[0] + 1 - id_list[0] = invalid_high - with self.assertRaises(Exception) as context: - parse_gctx.check_idx_validity(id_list, df) - logger.debug("context.exception: {}".format(context.exception)) - self.assertIn("some of indexes being used to subset the data are not valid", str(context.exception)) - self.assertIn("[{}]".format(invalid_high), str(context.exception)) - - def test_check_id_validity(self): - id_list = ["a", "b", "c"] - df = pd.DataFrame({}, index=["a", "b", "c", "d"]) - parse_gctx.check_id_validity(id_list, df) - - id_list[0] = "z" - with self.assertRaises(Exception) as context: - parse_gctx.check_id_validity(id_list, df) - logger.debug("context.exception: {}".format(context.exception)) - self.assertIn("some of the ids being used to subset the data are not present in the metadata for the file being parsed", - str(context.exception)) + def test_parse(self): + # parse whole thing + mg1 = mini_gctoo_for_testing.make() + mg2 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx") + + pandas_testing.assert_frame_equal(mg1.data_df, mg2.data_df) + pandas_testing.assert_frame_equal(mg1.row_metadata_df, mg2.row_metadata_df) + pandas_testing.assert_frame_equal(mg1.col_metadata_df, mg2.col_metadata_df) + + # test with string rid/cid + test_rids = ['LJP007_MCF10A_24H:TRT_CP:BRD-K93918653:3.33', 'LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666'] + test_cids = ['LJP007_MCF7_24H:TRT_POSCON:BRD-A61304759:10'] + mg3 = slice_gct.slice_gctoo(mg1, rid=test_rids, cid=test_cids) + mg4 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", + rid=test_rids, cid=test_cids) + pandas_testing.assert_frame_equal(mg3.data_df, mg4.data_df) + pandas_testing.assert_frame_equal(mg3.row_metadata_df, mg4.row_metadata_df) + pandas_testing.assert_frame_equal(mg3.col_metadata_df, mg4.col_metadata_df) + + # first, make & write out temp version of mini_gctoo with int rids/cids + new_mg = mini_gctoo_for_testing.make(convert_neg_666=False) + int_indexed_data_df = new_mg.data_df.copy() + int_indexed_data_df.index = [str(i) for i in xrange(0, 6)] + int_indexed_data_df.columns = [str(i) for i in xrange(10, 16)] + + int_indexed_row_meta = new_mg.row_metadata_df.copy() + int_indexed_row_meta.index = int_indexed_data_df.index + + int_indexed_col_meta = new_mg.col_metadata_df.copy() + int_indexed_col_meta.index = int_indexed_data_df.columns + + int_indexed_gctoo = GCToo.GCToo(data_df=int_indexed_data_df, row_metadata_df=int_indexed_row_meta, + col_metadata_df=int_indexed_col_meta) + + write_gctx.write(int_indexed_gctoo, "int_indexed_mini_gctoo.gctx") + + # test with numeric (repr as string) rid/cid + mg5 = GCToo.GCToo(data_df=int_indexed_data_df, row_metadata_df=int_indexed_row_meta, + col_metadata_df=int_indexed_col_meta) + mg5 = slice_gct.slice_gctoo(mg5, row_bool=[True, False, True, False, True, False], + col_bool=[True, False, False, True, True, True]) + + mg5.data_df.index.name = "rid" + mg5.data_df.columns.name = "cid" + + mg5.row_metadata_df.index.name = "rid" + mg5.row_metadata_df.columns.name = "rhd" + + mg5.col_metadata_df.index.name = "cid" + mg5.col_metadata_df.columns.name = "chd" + + mg6 = parse_gctx.parse("int_indexed_mini_gctoo.gctx", rid=["0", "2", "4"], + cid=["10", "13", "14", "15"], convert_neg_666=False) + + os.remove("int_indexed_mini_gctoo.gctx") + + pandas_testing.assert_frame_equal(mg5.data_df, mg6.data_df) + pandas_testing.assert_frame_equal(mg5.row_metadata_df, mg6.row_metadata_df) + pandas_testing.assert_frame_equal(mg5.col_metadata_df, mg6.col_metadata_df) + + # test with ridx/cidx + mg7 = slice_gct.slice_gctoo(mg1, rid=['LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666'], + cid='LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666') + mg8 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", ridx=[4], cidx=[4]) + + pandas_testing.assert_frame_equal(mg7.data_df, mg8.data_df) + pandas_testing.assert_frame_equal(mg7.row_metadata_df, mg8.row_metadata_df) + pandas_testing.assert_frame_equal(mg7.col_metadata_df, mg8.col_metadata_df) + + # test with rid/cidx + mg9 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", + rid=['LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666'], + cidx=[4]) + + pandas_testing.assert_frame_equal(mg7.data_df, mg9.data_df) + pandas_testing.assert_frame_equal(mg7.row_metadata_df, mg9.row_metadata_df) + pandas_testing.assert_frame_equal(mg7.col_metadata_df, mg9.col_metadata_df) + + # test with ridx/cid + mg10 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", ridx=[4], + cid=['LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666']) + + pandas_testing.assert_frame_equal(mg7.data_df, mg10.data_df) + pandas_testing.assert_frame_equal(mg7.row_metadata_df, mg10.row_metadata_df) + pandas_testing.assert_frame_equal(mg7.col_metadata_df, mg10.col_metadata_df) + + # test with row_meta_only + mg11 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", row_meta_only=True) + pandas_testing.assert_frame_equal(mg11, mg1.row_metadata_df) + + # test with col_meta_only + mg12 = parse_gctx.parse("functional_tests/mini_gctoo_for_testing.gctx", col_meta_only=True) + pandas_testing.assert_frame_equal(mg12, mg1.col_metadata_df) + + def test_parse_rid_as_entrez_id(self): + input_file = "functional_tests/test_parse_gctx_rid_entrez_id.gctx" + g = parse_gctx.parse(input_file) + self.assertEqual((5, 5), g.data_df.shape) + logger.debug("g.data_df.index: {}".format(g.data_df.index)) + + my_rids = ["5720", "55847", "7416"] + g = parse_gctx.parse(input_file, rid=my_rids) + self.assertEqual((3, 5), g.data_df.shape) + logger.debug("g.data_df.index: {}".format(g.data_df.index)) + + my_rids = [str(x) for x in my_rids] + logger.debug("using rid as str (mismatched type) - my_rids: {}".format(my_rids)) + g = parse_gctx.parse(input_file, rid=my_rids) + self.assertEqual((3, 5), g.data_df.shape) + logger.debug("g.data_df.index: {}".format(g.data_df.index)) + + def test_check_and_order_id_inputs(self): + ridx = [0, 1] + cidx = [2, 1] + rid = ["a", "b", "c"] + cid = ["l", "m", "n", "o"] + row_meta = pd.DataFrame(index=["b", "c", "a", "d"]) + col_meta = pd.DataFrame(index=["l", "m", "n", "o", "p", "q"]) + + # case 1: row and col lists are populated and same type + self.assertEqual((sorted(ridx), sorted(cidx)), + parse_gctx.check_and_order_id_inputs(None, ridx, None, cidx, row_meta, col_meta)) + + # case 2: row & col lists are populated, but of different types + self.assertEqual((sorted(ridx), [0, 1, 2, 3]), + parse_gctx.check_and_order_id_inputs(None, ridx, cid, None, row_meta, col_meta)) + + # case 3: row list and col lists are both None + self.assertEqual(([0, 1, 2, 3], [0, 1, 2, 3, 4, 5]), + parse_gctx.check_and_order_id_inputs(None, None, None, None, row_meta, col_meta)) + + # case 4: row list is populated, col list is None + self.assertEqual(([0, 1, 2], [0, 1, 2, 3, 4, 5]), + parse_gctx.check_and_order_id_inputs(rid, None, None, None, row_meta, col_meta)) + + def test_check_id_idx_exclusivity(self): + ids = ["a", "b", "c"] + idx = [0, 1, 2] + + # case 1: id != None and idx != None + with self.assertRaises(Exception) as context: + parse_gctx.check_id_idx_exclusivity(ids, idx) + self.assertTrue("'id' and 'idx' fields can't both not be None" in str(context.exception)) + + # case 2: id != None + self.assertEqual(("id", ids), parse_gctx.check_id_idx_exclusivity(ids, None)) + + # case 3: idx != None + self.assertEqual(("idx", idx), parse_gctx.check_id_idx_exclusivity(None, idx)) + + # case 4: id == None & idx == None + self.assertEqual((None, []), parse_gctx.check_id_idx_exclusivity(None, None)) + + def test_parse_metadata_df(self): + mini_gctoo = mini_gctoo_for_testing.make() + # convert row_metadata to np.nan + mini_row_meta = mini_gctoo.row_metadata_df.replace([-666, "-666", -666.0], [np.nan, np.nan, np.nan]) + logger.debug("mini_row_meta.shape: {}".format(mini_row_meta.shape)) + logger.debug("mini_row_meta.index: {}".format(mini_row_meta.index)) + logger.debug("mini_row_meta.columns: {}".format(mini_row_meta.columns)) + logger.debug("mini_row_meta.dtypes: {}".format(mini_row_meta.dtypes)) + + gctx_file = h5py.File("functional_tests/mini_gctoo_for_testing.gctx", "r") + row_dset = gctx_file[row_meta_group_node] + col_dset = gctx_file[col_meta_group_node] + + # with convert_neg_666 + row_df = parse_gctx.parse_metadata_df("row", row_dset, True) + logger.debug("row_df.dtypes: {}".format(row_df.dtypes)) + pandas_testing.assert_frame_equal(mini_row_meta, row_df) + + # no convert_neg_666 + mini_gctoo_with_neg_666 = mini_gctoo_for_testing.make(convert_neg_666=False) + col_df = parse_gctx.parse_metadata_df("col", col_dset, False) + pandas_testing.assert_frame_equal(mini_gctoo_with_neg_666.col_metadata_df, col_df) + + # test that ID's are not converted to numeric + expected_rids = [str(i) for i in range(3)] + row_dset = {"id": MockHdf5Dset(expected_rids, str), + "other_meta": MockHdf5Dset(range(3, 6), str)} + r = parse_gctx.parse_metadata_df("row", row_dset, True) + logger.debug("test that ID's are not converted to numeric - r: {}".format(r)) + logger.debug("r.index: {}".format(r.index)) + self.assertEqual(set(expected_rids), set(r.index)) + + def test_replace_666(self): + # convert_neg_666 is True + row_df = pd.DataFrame([[3, "a"], [-666, "c"], ["-666", -666.0]], + index=["r1", "r2", "r3"], columns=["rhd1", "rhd2"]) + e_df = pd.DataFrame([[3, "a"], [np.nan, "c"], [np.nan, np.nan]], + index=["r1", "r2", "r3"], columns=["rhd1", "rhd2"]) + out_df = parse_gctx.replace_666(row_df, convert_neg_666=True) + self.assertTrue(e_df.equals(out_df)) + + # convert_neg_666 is False + e_df2 = pd.DataFrame([[3, "a"], ["-666", "c"], ["-666", "-666"]], + index=["r1", "r2", "r3"], columns=["rhd1", "rhd2"]) + out_df2 = parse_gctx.replace_666(row_df, convert_neg_666=False) + self.assertTrue(e_df2.equals(out_df2)) + + # edge case: if row meta is 1 column of floats + row_df3 = pd.DataFrame([[3], [-666], [-666.0]], + index=["r1", "r2", "r3"], columns=["rhd3"]) + e_df3 = pd.DataFrame([[3], [np.nan], [np.nan]], + index=["r1", "r2", "r3"], columns=["rhd3"]) + out_df3 = parse_gctx.replace_666(row_df3, convert_neg_666=True) + self.assertTrue(e_df3.equals(out_df3)) + + def test_set_metadata_index_and_column_names(self): + mini_gctoo = mini_gctoo_for_testing.make() + mini_gctoo.row_metadata_df.index.name = None + mini_gctoo.row_metadata_df.columns.name = None + mini_gctoo.col_metadata_df.index.name = None + mini_gctoo.col_metadata_df.columns.name = None + + # case 1: dim == "row" + parse_gctx.set_metadata_index_and_column_names("row", mini_gctoo.row_metadata_df) + self.assertEqual(mini_gctoo.row_metadata_df.index.name, "rid") + self.assertEqual(mini_gctoo.row_metadata_df.columns.name, "rhd") + + # case 2: dim == "col" + parse_gctx.set_metadata_index_and_column_names("col", mini_gctoo.col_metadata_df) + self.assertEqual(mini_gctoo.col_metadata_df.index.name, "cid") + self.assertEqual(mini_gctoo.col_metadata_df.columns.name, "chd") + + def test_get_ordered_idx(self): + mg = mini_gctoo_for_testing.make() + + # case 1: id_type == None + case1 = parse_gctx.get_ordered_idx(None, [], mg.row_metadata_df) + self.assertEqual(case1, range(0, 6), + "Expected oredered idx to be {} but got {}".format(range(0, 6), case1)) + + # case 2: id_type == "id" + case2 = parse_gctx.get_ordered_idx("id", + ['LJP007_MCF7_24H:CTL_VEHICLE:DMSO:-666'], mg.col_metadata_df) + self.assertEqual(case2, [4], + "Expected oredered idx to be {} but got {}".format([4], case2)) + + # case 3: id_type == ridx + case3 = parse_gctx.get_ordered_idx("idx", + [5, 1, 3], mg.col_metadata_df) + self.assertEqual(case3, [1, 3, 5], + "Expected oredered idx to be {} but got {}".format([1, 3, 5], case3)) + + def test_parse_data_df(self): + mini_data_df = pd.DataFrame([[-0.283359, 0.011270], [0.304119, 1.921061], [0.398655, -0.144652]], + index=["200814_at", "218597_s_at", "217140_s_at"], + columns=["LJP005_A375_24H:DMSO:-666", "LJP005_A375_24H:BRD-K76908866:10"]) + mini_data_df = mini_data_df.astype(np.float32) + mini_data_df.index.name = "rid" + mini_data_df.columns.name = "cid" + + # create h5py File instance + mini_gctx = h5py.File("functional_tests/mini_gctx_with_metadata_n2x3.gctx", "r") + data_dset = mini_gctx[data_node] + + # get relevant metadata fields + col_meta = parse_gctx.get_column_metadata("functional_tests/mini_gctx_with_metadata_n2x3.gctx") + row_meta = parse_gctx.get_row_metadata("functional_tests/mini_gctx_with_metadata_n2x3.gctx") + + # case 1: no slicing + data_df1 = parse_gctx.parse_data_df(data_dset, [0, 1, 2], [0, 1], row_meta, col_meta) + # note: checks to 3 decimal places + pandas_testing.assert_frame_equal(mini_data_df, data_df1, + check_exact=False, check_less_precise=True) + + # case 2: slice; ridx < cidx + data_df2 = parse_gctx.parse_data_df(data_dset, [0], [0, 1], row_meta, col_meta) + pandas_testing.assert_frame_equal(mini_data_df.iloc[[0], [0, 1]], data_df2, + check_exact=False, check_less_precise=True) + + # case 3: slice; ridx == cidx + data_df3 = parse_gctx.parse_data_df(data_dset, [0], [0], row_meta, col_meta) + pandas_testing.assert_frame_equal(mini_data_df.iloc[[0], [0]], data_df3, + check_exact=False, check_less_precise=True) + + # case 4: slice; ridx > cidx + data_df4 = parse_gctx.parse_data_df(data_dset, [0, 1, 2], [0], row_meta, col_meta) + pandas_testing.assert_frame_equal(mini_data_df.iloc[[0, 1, 2], [0]], data_df4, + check_exact=False, check_less_precise=True) + + mini_gctx.close() + + def test_convert_ids_to_meta_type(self): + # happy path + id_list = range(3) + self.assertEqual(int, type(id_list[0])) + df = pd.DataFrame({}, index=pd.Series(range(1, 4)).astype(np.int64)) + r = parse_gctx.convert_ids_to_meta_type(id_list, df) + logger.debug("conversion from regular int to numpy int64 - type(r[0]): {}".format(type(r[0]))) + self.assertEqual(np.int64, type(r[0])) + + id_list = [str(i) for i in xrange(3)] + r = parse_gctx.convert_ids_to_meta_type(id_list, df) + logger.debug("conversion from str to numpy int64 - type(r[0]): {}".format(type(r[0]))) + self.assertEqual(np.int64, type(r[0])) + + # unhappy path + id_list[0] = "a" + with self.assertRaises(Exception) as context: + parse_gctx.convert_ids_to_meta_type(id_list, df) + logger.debug("context.exception: {}".format(context.exception)) + self.assertIn( + "The type of the id_list (rid or cid) being used to subset the data is not compatible with the metadata id's in the file", + str(context.exception)) + + def test_check_idx_validity(self): + id_list = range(3) + df = pd.DataFrame({}, index=range(5)) + logger.debug("df.shape: {}".format(df.shape)) + parse_gctx.check_idx_validity(id_list, df) + + id_list[0] = -1 + with self.assertRaises(Exception) as context: + parse_gctx.check_idx_validity(id_list, df) + logger.debug("context.exception: {}".format(context.exception)) + self.assertIn("some of indexes being used to subset the data are not valid", str(context.exception)) + self.assertIn("[-1]", str(context.exception)) + + invalid_high = df.shape[0] + 1 + id_list[0] = invalid_high + with self.assertRaises(Exception) as context: + parse_gctx.check_idx_validity(id_list, df) + logger.debug("context.exception: {}".format(context.exception)) + self.assertIn("some of indexes being used to subset the data are not valid", str(context.exception)) + self.assertIn("[{}]".format(invalid_high), str(context.exception)) + + def test_check_id_validity(self): + id_list = ["a", "b", "c"] + df = pd.DataFrame({}, index=["a", "b", "c", "d"]) + parse_gctx.check_id_validity(id_list, df) + + id_list[0] = "z" + with self.assertRaises(Exception) as context: + parse_gctx.check_id_validity(id_list, df) + logger.debug("context.exception: {}".format(context.exception)) + self.assertIn( + "some of the ids being used to subset the data are not present in the metadata for the file being parsed", + str(context.exception)) if __name__ == "__main__": - setup_logger.setup(verbose=True) + setup_logger.setup(verbose=True) - unittest.main() + unittest.main() diff --git a/cmapPy/pandasGEXpress/tests/test_random_slice.py b/cmapPy/pandasGEXpress/tests/test_random_slice.py index 4c7eeda..aa0884e 100644 --- a/cmapPy/pandasGEXpress/tests/test_random_slice.py +++ b/cmapPy/pandasGEXpress/tests/test_random_slice.py @@ -1,54 +1,58 @@ import unittest import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger -from cmapPy.pandasGEXpress import random_slice as random_slice -from cmapPy.pandasGEXpress import mini_gctoo_for_testing as mini_gctoo_for_testing - +import cmapPy.pandasGEXpress.setup_GCToo_logger as setup_logger +import cmapPy.pandasGEXpress.random_slice as random_slice +import cmapPy.pandasGEXpress.mini_gctoo_for_testing as mini_gctoo_for_testing logger = logging.getLogger(setup_logger.LOGGER_NAME) + class TestRandomSlice(unittest.TestCase): - def test_make_specified_size_gctoo(self): - mini_gctoo = mini_gctoo_for_testing.make() - logger.debug("mini gctoo data_df shape: {}".format(mini_gctoo.data_df.shape)) - logger.debug("mini gctoo row_meta shape: {}".format(mini_gctoo.row_metadata_df.shape)) - logger.debug("mini gctoo col_meta shape: {}".format(mini_gctoo.col_metadata_df.shape)) - - # case 1: dim isn't 'row' or 'col' - with self.assertRaises(AssertionError) as context: - random_slice.make_specified_size_gctoo(mini_gctoo, 3, "aaaalll") - self.assertEqual(str(context.exception), "dim specified must be either 'row' or 'col'") - - # case 2: row subsetting - happy - row_subset = random_slice.make_specified_size_gctoo(mini_gctoo, 3, "row") - self.assertEqual(row_subset.data_df.shape, (3,6), - "data_df after row slice is incorrect shape: {} vs (3,6)".format(row_subset.data_df.shape)) - self.assertEqual(row_subset.row_metadata_df.shape, (3,5), - "row_metadata_df after row slice is incorrect shape: {} vs (3,5)".format(row_subset.row_metadata_df.shape)) - self.assertEqual(row_subset.col_metadata_df.shape, (6,5), - "col_metadata_df after row slice is incorrect shape: {} vs (6,5)".format(row_subset.col_metadata_df.shape)) - - # case 3: row subsetting - sample subset > og # of samples - with self.assertRaises(AssertionError) as context: - random_slice.make_specified_size_gctoo(mini_gctoo, 30, "row") - self.assertTrue("number of entries must be smaller than dimension being subsetted " in str(context.exception)) - - # case 4: col subsetting - happy - col_subset = random_slice.make_specified_size_gctoo(mini_gctoo, 3, "col") - self.assertEqual(col_subset.data_df.shape, (6,3), - "data_df after col slice is incorrect shape: {} vs (6,3)".format(col_subset.data_df.shape)) - self.assertEqual(col_subset.row_metadata_df.shape, (6, 5), - "row_metadata_df after col slice is incorrect shape: {} vs (6, 5)".format(col_subset.row_metadata_df.shape)) - self.assertEqual(col_subset.col_metadata_df.shape, (3,5), - "col_metadata_df after col slice is incorrect shape: {} vs (3,5)".format(col_subset.col_metadata_df.shape)) - - # case 5: col subsetting - sample subset > og # of samples - with self.assertRaises(AssertionError) as context: - random_slice.make_specified_size_gctoo(mini_gctoo, 7, "col") - self.assertTrue("number of entries must be smaller than dimension being subsetted " in str(context.exception)) + def test_make_specified_size_gctoo(self): + mini_gctoo = mini_gctoo_for_testing.make() + logger.debug("mini gctoo data_df shape: {}".format(mini_gctoo.data_df.shape)) + logger.debug("mini gctoo row_meta shape: {}".format(mini_gctoo.row_metadata_df.shape)) + logger.debug("mini gctoo col_meta shape: {}".format(mini_gctoo.col_metadata_df.shape)) + + # case 1: dim isn't 'row' or 'col' + with self.assertRaises(AssertionError) as context: + random_slice.make_specified_size_gctoo(mini_gctoo, 3, "aaaalll") + self.assertEqual(str(context.exception), "dim specified must be either 'row' or 'col'") + + # case 2: row subsetting - happy + row_subset = random_slice.make_specified_size_gctoo(mini_gctoo, 3, "row") + self.assertEqual(row_subset.data_df.shape, (3, 6), + "data_df after row slice is incorrect shape: {} vs (3,6)".format(row_subset.data_df.shape)) + self.assertEqual(row_subset.row_metadata_df.shape, (3, 5), + "row_metadata_df after row slice is incorrect shape: {} vs (3,5)".format( + row_subset.row_metadata_df.shape)) + self.assertEqual(row_subset.col_metadata_df.shape, (6, 5), + "col_metadata_df after row slice is incorrect shape: {} vs (6,5)".format( + row_subset.col_metadata_df.shape)) + + # case 3: row subsetting - sample subset > og # of samples + with self.assertRaises(AssertionError) as context: + random_slice.make_specified_size_gctoo(mini_gctoo, 30, "row") + self.assertTrue("number of entries must be smaller than dimension being subsetted " in str(context.exception)) + + # case 4: col subsetting - happy + col_subset = random_slice.make_specified_size_gctoo(mini_gctoo, 3, "col") + self.assertEqual(col_subset.data_df.shape, (6, 3), + "data_df after col slice is incorrect shape: {} vs (6,3)".format(col_subset.data_df.shape)) + self.assertEqual(col_subset.row_metadata_df.shape, (6, 5), + "row_metadata_df after col slice is incorrect shape: {} vs (6, 5)".format( + col_subset.row_metadata_df.shape)) + self.assertEqual(col_subset.col_metadata_df.shape, (3, 5), + "col_metadata_df after col slice is incorrect shape: {} vs (3,5)".format( + col_subset.col_metadata_df.shape)) + + # case 5: col subsetting - sample subset > og # of samples + with self.assertRaises(AssertionError) as context: + random_slice.make_specified_size_gctoo(mini_gctoo, 7, "col") + self.assertTrue("number of entries must be smaller than dimension being subsetted " in str(context.exception)) + if __name__ == "__main__": - - setup_logger.setup(verbose=True) + setup_logger.setup(verbose=True) - unittest.main() + unittest.main() diff --git a/cmapPy/pandasGEXpress/tests/test_slice_gct.py b/cmapPy/pandasGEXpress/tests/test_slice_gct.py index ec0ab8f..04e0101 100644 --- a/cmapPy/pandasGEXpress/tests/test_slice_gct.py +++ b/cmapPy/pandasGEXpress/tests/test_slice_gct.py @@ -2,11 +2,10 @@ import logging import os import pandas as pd +import cmapPy.pandasGEXpress.setup_GCToo_logger as setup_logger +import cmapPy.pandasGEXpress.GCToo as GCToo +import cmapPy.pandasGEXpress.slice_gct as slice_gct -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger -from cmapPy.pandasGEXpress import GCToo as GCToo -from cmapPy.pandasGEXpress import slice_gct as slice_gct -from cmapPy.pandasGEXpress import parse_gct as pg logger = logging.getLogger(setup_logger.LOGGER_NAME) diff --git a/cmapPy/pandasGEXpress/tests/test_write_gct.py b/cmapPy/pandasGEXpress/tests/test_write_gct.py index 698bfe4..8a347e1 100644 --- a/cmapPy/pandasGEXpress/tests/test_write_gct.py +++ b/cmapPy/pandasGEXpress/tests/test_write_gct.py @@ -4,16 +4,16 @@ import os import numpy as np import pandas as pd -from cmapPy.pandasGEXpress import GCToo as GCToo -from cmapPy.pandasGEXpress import parse_gct as pg -from cmapPy.pandasGEXpress import write_gct as wg +import cmapPy.pandasGEXpress.GCToo as GCToo +import cmapPy.pandasGEXpress.parse_gct as pg +import cmapPy.pandasGEXpress.write_gct as wg + FUNCTIONAL_TESTS_PATH = "functional_tests" logger = logging.getLogger(setup_logger.LOGGER_NAME) class TestWriteGct(unittest.TestCase): - @classmethod def setUpClass(cls): # Create dfs to be used by tests diff --git a/cmapPy/pandasGEXpress/tests/test_write_gctx.py b/cmapPy/pandasGEXpress/tests/test_write_gctx.py index abffc0e..c5c830d 100644 --- a/cmapPy/pandasGEXpress/tests/test_write_gctx.py +++ b/cmapPy/pandasGEXpress/tests/test_write_gctx.py @@ -4,9 +4,10 @@ import h5py import os import numpy -from cmapPy.pandasGEXpress import parse_gctx as parse_gctx -from cmapPy.pandasGEXpress import write_gctx as write_gctx -from cmapPy.pandasGEXpress import mini_gctoo_for_testing as mini_gctoo_for_testing +import cmapPy.pandasGEXpress.parse_gctx as parse_gctx +import cmapPy.pandasGEXpress.write_gctx as write_gctx +import cmapPy.pandasGEXpress.mini_gctoo_for_testing as mini_gctoo_for_testing + __author__ = "Oana Enache" __email__ = "oana@broadinstitute.org" @@ -18,151 +19,166 @@ class TestWriteGctx(unittest.TestCase): - - def test_add_gctx_to_out_name(self): - name1 = "my_cool_file" - name2 = "my_other_cool_file.gctx" - - # case 1: out file name doesn't end in gctx - out_name1 = write_gctx.add_gctx_to_out_name(name1) - self.assertTrue(out_name1 == name1 + ".gctx", - ("out name should be my_cool_file.gctx, not {}").format(out_name1)) - - # case 2: out file name does end in gctx - out_name2 = write_gctx.add_gctx_to_out_name(name2) - self.assertTrue(out_name2 == name2, - ("out name should be my_other_cool_file.gctx, not {}").format(out_name2)) - - def test_write_src(self): - # case 1: gctoo obj doesn't have src - mini1 = mini_gctoo_for_testing.make() - mini1.src = None - write_gctx.write(mini1, "no_src_example") - hdf5_file = h5py.File("no_src_example.gctx") - hdf5_src1 = hdf5_file.attrs[write_gctx.src_attr] - hdf5_file.close() - self.assertEqual(hdf5_src1, "no_src_example.gctx") - os.remove("no_src_example.gctx") - - # case 2: gctoo obj does have src - mini2 = mini_gctoo_for_testing.make() - write_gctx.write(mini2, "with_src_example.gctx") - hdf5_file = h5py.File("with_src_example.gctx") - hdf5_src2 = hdf5_file.attrs[write_gctx.src_attr] - hdf5_file.close() - self.assertEqual(hdf5_src2, "mini_gctoo.gctx") - os.remove("with_src_example.gctx") - - def test_write_version(self): - #TODO @oana refactor this test so it just calls the write_version method - # case 1: gctoo obj doesn't have version - mini1 = mini_gctoo_for_testing.make() - mini1.version = None - fn = "no_version_provided_example.gctx" - write_gctx.write(mini1, fn) - hdf5_file = h5py.File(fn) - hdf5_v1 = hdf5_file.attrs[write_gctx.version_attr] - hdf5_file.close() - self.assertEqual(hdf5_v1, write_gctx.version_number) - os.remove(fn) - - # case 2: gctoo obj does have version, but it is not used when writing - mini2 = mini_gctoo_for_testing.make() - mini2.version = "MY_VERSION" - fn = "with_version_provided_example.gctx" - write_gctx.write(mini2, fn) - hdf5_file = h5py.File(fn) - hdf5_v2 = hdf5_file.attrs[write_gctx.version_attr] - hdf5_file.close() - self.assertEqual(hdf5_v2, write_gctx.version_number) - os.remove(fn) - - def test_write_metadata(self): - """ + def test_add_gctx_to_out_name(self): + name1 = "my_cool_file" + name2 = "my_other_cool_file.gctx" + + # case 1: out file name doesn't end in gctx + out_name1 = write_gctx.add_gctx_to_out_name(name1) + self.assertTrue(out_name1 == name1 + ".gctx", + ("out name should be my_cool_file.gctx, not {}").format(out_name1)) + + # case 2: out file name does end in gctx + out_name2 = write_gctx.add_gctx_to_out_name(name2) + self.assertTrue(out_name2 == name2, + ("out name should be my_other_cool_file.gctx, not {}").format(out_name2)) + + def test_write_src(self): + # case 1: gctoo obj doesn't have src + mini1 = mini_gctoo_for_testing.make() + mini1.src = None + write_gctx.write(mini1, "no_src_example") + hdf5_file = h5py.File("no_src_example.gctx") + hdf5_src1 = hdf5_file.attrs[write_gctx.src_attr] + hdf5_file.close() + self.assertEqual(hdf5_src1, "no_src_example.gctx") + os.remove("no_src_example.gctx") + + # case 2: gctoo obj does have src + mini2 = mini_gctoo_for_testing.make() + write_gctx.write(mini2, "with_src_example.gctx") + hdf5_file = h5py.File("with_src_example.gctx") + hdf5_src2 = hdf5_file.attrs[write_gctx.src_attr] + hdf5_file.close() + self.assertEqual(hdf5_src2, "mini_gctoo.gctx") + os.remove("with_src_example.gctx") + + def test_write_version(self): + # TODO @oana refactor this test so it just calls the write_version method + # case 1: gctoo obj doesn't have version + mini1 = mini_gctoo_for_testing.make() + mini1.version = None + fn = "no_version_provided_example.gctx" + write_gctx.write(mini1, fn) + hdf5_file = h5py.File(fn) + hdf5_v1 = hdf5_file.attrs[write_gctx.version_attr] + hdf5_file.close() + self.assertEqual(hdf5_v1, write_gctx.version_number) + os.remove(fn) + + # case 2: gctoo obj does have version, but it is not used when writing + mini2 = mini_gctoo_for_testing.make() + mini2.version = "MY_VERSION" + fn = "with_version_provided_example.gctx" + write_gctx.write(mini2, fn) + hdf5_file = h5py.File(fn) + hdf5_v2 = hdf5_file.attrs[write_gctx.version_attr] + hdf5_file.close() + self.assertEqual(hdf5_v2, write_gctx.version_number) + os.remove(fn) + + def test_write_metadata(self): + """ CASE 1: - write metadata (has '-666') to file, do not convert -666 - parse in written metadata, don't convert -666 """ - mini_gctoo = mini_gctoo_for_testing.make(convert_neg_666=False) - hdf5_writer = h5py.File(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", "w") - write_gctx.write_metadata(hdf5_writer, "row", mini_gctoo.row_metadata_df, False) - write_gctx.write_metadata(hdf5_writer, "col", mini_gctoo.col_metadata_df, False) - hdf5_writer.close() - logger.debug("Wrote mini_gctoo_metadata.gctx to {}".format(os.path.join(FUNCTIONAL_TESTS_PATH, "mini_gctoo_metadata.gctx"))) - - # read in written metadata, then close and delete file - mini_gctoo_col_metadata = parse_gctx.get_column_metadata(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", convert_neg_666=False) - mini_gctoo_row_metadata = parse_gctx.get_row_metadata(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", convert_neg_666=False) - - os.remove(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx") - - # check row metadata - self.assertTrue(set(mini_gctoo.row_metadata_df.columns) == set(mini_gctoo_row_metadata.columns), - "Mismatch between expected row metadata columns {} and column values written to file: {}".format(mini_gctoo.row_metadata_df.columns, mini_gctoo_row_metadata.columns)) - self.assertTrue(set(mini_gctoo.row_metadata_df.index) == set(mini_gctoo.col_metadata_df.index), - "Mismatch between expect row metadata index {} and index values written to file: {}".format(mini_gctoo.row_metadata_df.index, mini_gctoo_row_metadata.index)) - for c in list(mini_gctoo.row_metadata_df.columns): - logger.debug("C1: For column name: {}".format(c)) - logger.debug("C1: populated values: {}".format(set(mini_gctoo_row_metadata[c]))) - logger.debug("C1: mini_gctoo values: {}".format(set(mini_gctoo.row_metadata_df[c]))) - self.assertTrue(set(mini_gctoo.row_metadata_df[c]) == set(mini_gctoo_row_metadata[c]), - "Values in column {} differ between expected metadata and written row metadata: {} vs {}".format(c, set(mini_gctoo.row_metadata_df[c]), set(mini_gctoo_row_metadata[c]))) - - # check col metadata - self.assertTrue(set(mini_gctoo.col_metadata_df.columns) == set(mini_gctoo_col_metadata.columns), - "Mismatch between expected col metadata columns {} and column values written to file: {}".format(mini_gctoo.col_metadata_df.columns, mini_gctoo_col_metadata.columns)) - self.assertTrue(set(mini_gctoo.col_metadata_df.index) == set(mini_gctoo.col_metadata_df.index), - "Mismatch between expect col metadata index {} and index values written to file: {}".format(mini_gctoo.col_metadata_df.index, mini_gctoo_col_metadata.index)) - for c in list(mini_gctoo.col_metadata_df.columns): - self.assertTrue(set(mini_gctoo.col_metadata_df[c]) == set(mini_gctoo_col_metadata[c]), - "Values in column {} differ between expected metadata and written col metadata!".format(c)) - - """ + mini_gctoo = mini_gctoo_for_testing.make(convert_neg_666=False) + hdf5_writer = h5py.File(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", "w") + write_gctx.write_metadata(hdf5_writer, "row", mini_gctoo.row_metadata_df, False) + write_gctx.write_metadata(hdf5_writer, "col", mini_gctoo.col_metadata_df, False) + hdf5_writer.close() + logger.debug("Wrote mini_gctoo_metadata.gctx to {}".format( + os.path.join(FUNCTIONAL_TESTS_PATH, "mini_gctoo_metadata.gctx"))) + + # read in written metadata, then close and delete file + mini_gctoo_col_metadata = parse_gctx.get_column_metadata(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", + convert_neg_666=False) + mini_gctoo_row_metadata = parse_gctx.get_row_metadata(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", + convert_neg_666=False) + + os.remove(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx") + + # check row metadata + self.assertTrue(set(mini_gctoo.row_metadata_df.columns) == set(mini_gctoo_row_metadata.columns), + "Mismatch between expected row metadata columns {} and column values written to file: {}".format( + mini_gctoo.row_metadata_df.columns, mini_gctoo_row_metadata.columns)) + self.assertTrue(set(mini_gctoo.row_metadata_df.index) == set(mini_gctoo.col_metadata_df.index), + "Mismatch between expect row metadata index {} and index values written to file: {}".format( + mini_gctoo.row_metadata_df.index, mini_gctoo_row_metadata.index)) + for c in list(mini_gctoo.row_metadata_df.columns): + logger.debug("C1: For column name: {}".format(c)) + logger.debug("C1: populated values: {}".format(set(mini_gctoo_row_metadata[c]))) + logger.debug("C1: mini_gctoo values: {}".format(set(mini_gctoo.row_metadata_df[c]))) + self.assertTrue(set(mini_gctoo.row_metadata_df[c]) == set(mini_gctoo_row_metadata[c]), + "Values in column {} differ between expected metadata and written row metadata: {} vs {}".format( + c, set(mini_gctoo.row_metadata_df[c]), set(mini_gctoo_row_metadata[c]))) + + # check col metadata + self.assertTrue(set(mini_gctoo.col_metadata_df.columns) == set(mini_gctoo_col_metadata.columns), + "Mismatch between expected col metadata columns {} and column values written to file: {}".format( + mini_gctoo.col_metadata_df.columns, mini_gctoo_col_metadata.columns)) + self.assertTrue(set(mini_gctoo.col_metadata_df.index) == set(mini_gctoo.col_metadata_df.index), + "Mismatch between expect col metadata index {} and index values written to file: {}".format( + mini_gctoo.col_metadata_df.index, mini_gctoo_col_metadata.index)) + for c in list(mini_gctoo.col_metadata_df.columns): + self.assertTrue(set(mini_gctoo.col_metadata_df[c]) == set(mini_gctoo_col_metadata[c]), + "Values in column {} differ between expected metadata and written col metadata!".format(c)) + + """ CASE 2: - write metadata (has NaN, not '-666') to file, do convert NaN back to '-666' - parse in written metadata, don't convert -666 """ - # first convert mini_gctoo's row & col metadata dfs -666s to NaN - converted_row_metadata = mini_gctoo.row_metadata_df.replace([-666, "-666", -666.0], [numpy.nan, numpy.nan, numpy.nan]) - logger.debug("First row of converted_row_metadata: {}".format(converted_row_metadata.iloc[0])) - converted_col_metadata = mini_gctoo.col_metadata_df.replace([-666, "-666", -666.0], [numpy.nan, numpy.nan, numpy.nan]) - - # write row and col metadata fields from mini_gctoo_for_testing instance to file - # Note this time does convert back to -666 - hdf5_writer = h5py.File(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", "w") - write_gctx.write_metadata(hdf5_writer, "row", converted_row_metadata, True) - write_gctx.write_metadata(hdf5_writer, "col", converted_col_metadata, True) - hdf5_writer.close() - - # read in written metadata, then close and delete file - mini_gctoo_col_metadata = parse_gctx.get_column_metadata(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", convert_neg_666=False) - mini_gctoo_row_metadata = parse_gctx.get_row_metadata(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", convert_neg_666=False) - - - os.remove(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx") - - # check row metadata - self.assertTrue(set(mini_gctoo.row_metadata_df.columns) == set(mini_gctoo_row_metadata.columns), - "Mismatch between expected row metadata columns {} and column values written to file: {}".format(mini_gctoo.row_metadata_df.columns, mini_gctoo_row_metadata.columns)) - self.assertTrue(set(mini_gctoo.row_metadata_df.index) == set(mini_gctoo.col_metadata_df.index), - "Mismatch between expect row metadata index {} and index values written to file: {}".format(mini_gctoo.row_metadata_df.index, mini_gctoo_row_metadata.index)) - for c in list(mini_gctoo.row_metadata_df.columns): - logger.debug("C2: For column name: {}".format(c)) - logger.debug("C2: populated values: {}".format(set(mini_gctoo_row_metadata[c]))) - logger.debug("C2: mini_gctoo values: {}".format(set(mini_gctoo.row_metadata_df[c]))) - self.assertTrue(set(mini_gctoo.row_metadata_df[c]) == set(mini_gctoo_row_metadata[c]), - "Values in column {} differ between expected metadata and written row metadata!".format(c)) - - # check col metadata - self.assertTrue(set(mini_gctoo.col_metadata_df.columns) == set(mini_gctoo_col_metadata.columns), - "Mismatch between expected col metadata columns {} and column values written to file: {}".format(mini_gctoo.col_metadata_df.columns, mini_gctoo_col_metadata.columns)) - self.assertTrue(set(mini_gctoo.col_metadata_df.index) == set(mini_gctoo.col_metadata_df.index), - "Mismatch between expect col metadata index {} and index values written to file: {}".format(mini_gctoo.col_metadata_df.index, mini_gctoo_col_metadata.index)) - for c in list(mini_gctoo.col_metadata_df.columns): - self.assertTrue(set(mini_gctoo.col_metadata_df[c]) == set(mini_gctoo_col_metadata[c]), - "Values in column {} differ between expected metadata and written col metadata!".format(c)) + # first convert mini_gctoo's row & col metadata dfs -666s to NaN + converted_row_metadata = mini_gctoo.row_metadata_df.replace([-666, "-666", -666.0], + [numpy.nan, numpy.nan, numpy.nan]) + logger.debug("First row of converted_row_metadata: {}".format(converted_row_metadata.iloc[0])) + converted_col_metadata = mini_gctoo.col_metadata_df.replace([-666, "-666", -666.0], + [numpy.nan, numpy.nan, numpy.nan]) + + # write row and col metadata fields from mini_gctoo_for_testing instance to file + # Note this time does convert back to -666 + hdf5_writer = h5py.File(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", "w") + write_gctx.write_metadata(hdf5_writer, "row", converted_row_metadata, True) + write_gctx.write_metadata(hdf5_writer, "col", converted_col_metadata, True) + hdf5_writer.close() + + # read in written metadata, then close and delete file + mini_gctoo_col_metadata = parse_gctx.get_column_metadata(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", + convert_neg_666=False) + mini_gctoo_row_metadata = parse_gctx.get_row_metadata(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx", + convert_neg_666=False) + + os.remove(FUNCTIONAL_TESTS_PATH + "/mini_gctoo_metadata.gctx") + + # check row metadata + self.assertTrue(set(mini_gctoo.row_metadata_df.columns) == set(mini_gctoo_row_metadata.columns), + "Mismatch between expected row metadata columns {} and column values written to file: {}".format( + mini_gctoo.row_metadata_df.columns, mini_gctoo_row_metadata.columns)) + self.assertTrue(set(mini_gctoo.row_metadata_df.index) == set(mini_gctoo.col_metadata_df.index), + "Mismatch between expect row metadata index {} and index values written to file: {}".format( + mini_gctoo.row_metadata_df.index, mini_gctoo_row_metadata.index)) + for c in list(mini_gctoo.row_metadata_df.columns): + logger.debug("C2: For column name: {}".format(c)) + logger.debug("C2: populated values: {}".format(set(mini_gctoo_row_metadata[c]))) + logger.debug("C2: mini_gctoo values: {}".format(set(mini_gctoo.row_metadata_df[c]))) + self.assertTrue(set(mini_gctoo.row_metadata_df[c]) == set(mini_gctoo_row_metadata[c]), + "Values in column {} differ between expected metadata and written row metadata!".format(c)) + + # check col metadata + self.assertTrue(set(mini_gctoo.col_metadata_df.columns) == set(mini_gctoo_col_metadata.columns), + "Mismatch between expected col metadata columns {} and column values written to file: {}".format( + mini_gctoo.col_metadata_df.columns, mini_gctoo_col_metadata.columns)) + self.assertTrue(set(mini_gctoo.col_metadata_df.index) == set(mini_gctoo.col_metadata_df.index), + "Mismatch between expect col metadata index {} and index values written to file: {}".format( + mini_gctoo.col_metadata_df.index, mini_gctoo_col_metadata.index)) + for c in list(mini_gctoo.col_metadata_df.columns): + self.assertTrue(set(mini_gctoo.col_metadata_df[c]) == set(mini_gctoo_col_metadata[c]), + "Values in column {} differ between expected metadata and written col metadata!".format(c)) + if __name__ == "__main__": - setup_logger.setup(verbose=True) - - unittest.main() + setup_logger.setup(verbose=True) + + unittest.main() diff --git a/cmapPy/pandasGEXpress/write_gctx.py b/cmapPy/pandasGEXpress/write_gctx.py index 98eaebd..057558f 100644 --- a/cmapPy/pandasGEXpress/write_gctx.py +++ b/cmapPy/pandasGEXpress/write_gctx.py @@ -1,8 +1,7 @@ -import logging -from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger +import logging +import setup_GCToo_logger as setup_logger import h5py import numpy -import GCToo __author__ = "Oana Enache" __email__ = "oana@broadinstitute.org" @@ -16,49 +15,52 @@ version_attr = "version" version_number = "GCTX1.0" -def write_gctx(gctoo_object, out_file_name, convert_back_to_neg_666 = True): - """ + +def write_gctx(gctoo_object, out_file_name, convert_back_to_neg_666=True): + """ Essentially the same as write() method; enables user to call write_gctx() from cmapPy instead of write_gctx.write() Included as a separate method for backwards compatibility. """ - write(gctoo_object, out_file_name, convert_back_to_neg_666) + write(gctoo_object, out_file_name, convert_back_to_neg_666) -def write(gctoo_object, out_file_name, convert_back_to_neg_666 = True): - """ + +def write(gctoo_object, out_file_name, convert_back_to_neg_666=True): + """ Writes a GCToo instance to specified file. Input: - gctoo_object (GCToo): A GCToo instance. - out_file_name (str): file name to write gctoo_object to. """ - # make sure out file has a .gctx suffix - gctx_out_name = add_gctx_to_out_name(out_file_name) - - # open an hdf5 file to write to - hdf5_out = h5py.File(gctx_out_name, "w") + # make sure out file has a .gctx suffix + gctx_out_name = add_gctx_to_out_name(out_file_name) - # write version - write_version(hdf5_out) + # open an hdf5 file to write to + hdf5_out = h5py.File(gctx_out_name, "w") - # write src - write_src(hdf5_out, gctoo_object, gctx_out_name) + # write version + write_version(hdf5_out) - # write data matrix - hdf5_out.create_dataset(data_matrix_node, data=gctoo_object.data_df.transpose().as_matrix()) + # write src + write_src(hdf5_out, gctoo_object, gctx_out_name) - # write col metadata - write_metadata(hdf5_out, "col", gctoo_object.col_metadata_df, convert_back_to_neg_666) + # write data matrix + hdf5_out.create_dataset(data_matrix_node, data=gctoo_object.data_df.transpose().as_matrix()) - # write row metadata - write_metadata(hdf5_out, "row", gctoo_object.row_metadata_df, convert_back_to_neg_666) + # write col metadata + write_metadata(hdf5_out, "col", gctoo_object.col_metadata_df, convert_back_to_neg_666) + + # write row metadata + write_metadata(hdf5_out, "row", gctoo_object.row_metadata_df, convert_back_to_neg_666) + + # close gctx file + hdf5_out.close() - # close gctx file - hdf5_out.close() def add_gctx_to_out_name(out_file_name): - """ + """ If there isn't a '.gctx' suffix to specified out_file_name, it adds one. Input: @@ -68,12 +70,13 @@ def add_gctx_to_out_name(out_file_name): Output: - out_file_name (str): the file name to write gctx-formatted output to, with ".gctx" suffix """ - if not out_file_name.endswith(".gctx"): - out_file_name = out_file_name + ".gctx" - return out_file_name + if not out_file_name.endswith(".gctx"): + out_file_name = out_file_name + ".gctx" + return out_file_name + def write_src(hdf5_out, gctoo_object, out_file_name): - """ + """ Writes src as attribute of gctx out file. Input: @@ -81,22 +84,24 @@ def write_src(hdf5_out, gctoo_object, out_file_name): - gctoo_object (GCToo): GCToo instance to be written to .gctx - out_file_name (str): name of hdf5 out file. """ - if gctoo_object.src == None: - hdf5_out.attrs[src_attr] = out_file_name - else: - hdf5_out.attrs[src_attr] = gctoo_object.src + if gctoo_object.src == None: + hdf5_out.attrs[src_attr] = out_file_name + else: + hdf5_out.attrs[src_attr] = gctoo_object.src + def write_version(hdf5_out): - """ + """ Writes version as attribute of gctx out file. Input: - hdf5_out (h5py): hdf5 file to write to """ - hdf5_out.attrs[version_attr] = numpy.string_(version_number) + hdf5_out.attrs[version_attr] = numpy.string_(version_number) + def write_metadata(hdf5_out, dim, metadata_df, convert_back_to_neg_666): - """ + """ Writes either column or row metadata to proper node of gctx out (hdf5) file. Input: @@ -106,27 +111,26 @@ def write_metadata(hdf5_out, dim, metadata_df, convert_back_to_neg_666): - convert_back_to_neg_666 (bool): Whether to convert numpy.nans back to "-666", as per CMap metadata null convention """ - if dim == "col": - hdf5_out.create_group(col_meta_group_node) - metadata_node_name = col_meta_group_node - elif dim == "row": - hdf5_out.create_group(row_meta_group_node) - metadata_node_name = row_meta_group_node - else: - logger.error("'dim' argument must be either 'row' or 'col'!") - - # write id field to expected node - hdf5_out.create_dataset(metadata_node_name + "/id", data=list(metadata_df.index.copy())) - - metadata_fields = list(metadata_df.columns.copy()) - - # if specified, convert numpy.nans in metadata back to -666 - if convert_back_to_neg_666: - for c in metadata_fields: - metadata_df[[c]] = metadata_df[[c]].replace([numpy.nan], ["-666"]) - - # write metadata columns to their own arrays - for field in [entry for entry in metadata_fields if entry != "ind"]: - hdf5_out.create_dataset(metadata_node_name + "/" + field, - data=numpy.array(list(metadata_df.loc[:,field]))) - + if dim == "col": + hdf5_out.create_group(col_meta_group_node) + metadata_node_name = col_meta_group_node + elif dim == "row": + hdf5_out.create_group(row_meta_group_node) + metadata_node_name = row_meta_group_node + else: + logger.error("'dim' argument must be either 'row' or 'col'!") + + # write id field to expected node + hdf5_out.create_dataset(metadata_node_name + "/id", data=list(metadata_df.index.copy())) + + metadata_fields = list(metadata_df.columns.copy()) + + # if specified, convert numpy.nans in metadata back to -666 + if convert_back_to_neg_666: + for c in metadata_fields: + metadata_df[[c]] = metadata_df[[c]].replace([numpy.nan], ["-666"]) + + # write metadata columns to their own arrays + for field in [entry for entry in metadata_fields if entry != "ind"]: + hdf5_out.create_dataset(metadata_node_name + "/" + field, + data=numpy.array(list(metadata_df.loc[:, field]))) diff --git a/docs/source/build.rst b/docs/source/build.rst index 2bedf7b..f93cb71 100644 --- a/docs/source/build.rst +++ b/docs/source/build.rst @@ -18,12 +18,12 @@ We highly recommend the using a prebuilt distribution of cmapPy along with a vi ``conda config --add channels bioconda`` * (Mac) Create & activate your cmapPy environment: - ``conda create --name my_cmapPy_env python=2.7.11 numpy=1.11.2 pandas=0.18 h5py=2.6.0 requests==2.13.0 cmappy`` + ``conda create --name my_cmapPy_env python=2.7.11 numpy=1.11.2 pandas=0.20.3 h5py=2.6.0 requests==2.13.0 cmappy`` ``source activate my_cmapPy_env`` * (Windows) Create & activate your cmapPy environment: - ``conda create --name my_cmapPy_env python=2.7.11 numpy=1.11.2 pandas=0.18 h5py=2.6.0 requests==2.13.0`` + ``conda create --name my_cmapPy_env python=2.7.11 numpy=1.11.2 pandas=0.20.3 h5py=2.6.0 requests==2.13.0`` ``pip install cmapPy`` @@ -43,7 +43,7 @@ To update cmapPy in your conda environment (from activate environment): ``conda A development environment will allow you to use the cmapPy code as it is in a clone of the repository, allowing you to try out changes and modifications you may wish to make. Follow the instructions for Option 1 or Option 2 above but change the name of the environment to e.g. ``my_cmapPy_dev_env`` and do not include ``cmappy`` in the list of packages to install (or do not install it with pip), then activate this environment, i.e.: - ``conda create --name my_cmapPy_dev_env python=2.7.11 numpy=1.11.2 pandas=0.18 h5py=2.6.0 requests==2.13.0`` + ``conda create --name my_cmapPy_dev_env python=2.7.11 numpy=1.11.2 pandas=0.20.3 h5py=2.6.0 requests==2.13.0`` ``source activate my_cmapPy_dev_env`` From 507226f866511363fbe39910ac1bd8d2d6cc4123 Mon Sep 17 00:00:00 2001 From: Dave Lahr Date: Wed, 18 Oct 2017 14:03:00 -0400 Subject: [PATCH 2/8] docs/ delete build directory --- docs/build/doctrees/available_modules.doctree | Bin 8696 -> 0 bytes docs/build/doctrees/build.doctree | Bin 15072 -> 0 bytes docs/build/doctrees/citing.doctree | Bin 3635 -> 0 bytes docs/build/doctrees/clue_api_client.doctree | Bin 20374 -> 0 bytes docs/build/doctrees/contributing.doctree | Bin 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zSz;Z{lO5wVYSQx{R^M8g#_=_`ml0XW3pF06w}WMHCqUovOHMwbwW_g=OiA95LWPhN6?%g8`GchB{X)uT2jyGe^UKNUM-{71y2C} z&$8FD;!k>(Lh7z4Gxi)Vowdo6V@e2d&*Pg9(ARGZSUqh{!xRU!(RX%9LmFQTnS_f4 zf0JT`Cg@zYTl(p0L zCu;IMFVFO=g~$&sA-ibRHS4>}a5|$_m)n(>M8}gK;QsaE1u@|vo5eA2=KuZlzavVm zP6HuTvf+6Kzv}say`!;)!DZzW5VBKPijvL+^BzL6-lY zdj$}r`+q-f{-JsoGvW)Q0J*Iq&^t+#y%wN9R2ry{k z!|odY0`D*Xe{VU0k3kbNzk2lDQTd-92f!Xh^Gi_qli~E&$2IO}0LpY(@1JR6JphFo zgJ*I72{EHHTpGso{Vw2hLC^SH(OIXv{{!2@g**TN diff --git a/docs/build/html/_modules/cmapPy/clue_api_client/clue_api_client.html b/docs/build/html/_modules/cmapPy/clue_api_client/clue_api_client.html deleted file mode 100644 index d902d9b..0000000 --- a/docs/build/html/_modules/cmapPy/clue_api_client/clue_api_client.html +++ /dev/null @@ -1,333 +0,0 @@ - - - - - - - - - - - cmapPy.clue_api_client.clue_api_client — cmapPy 2.0.1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

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Source code for cmapPy.clue_api_client.clue_api_client

-import requests
-import logging
-import setup_logger
-import json
-import copy
-
-__authors__ = "David L. Lahr"
-__email__ = "dlahr@broadinstitute.org"
-
-
-logger = logging.getLogger(setup_logger.LOGGER_NAME)
-
-
-
[docs]class ClueApiClient(object):
-    """Basic class for running queries against CLUE api
-    """
-
-    def __init__(self, base_url=None, user_key=None):
-        """
-        Args:
-            base_url: specific URL to use for the CLUE api, e.g. https://dev-api.clue.io/api/
-            user_key: user key to use for authentication, available from CLUE account
-
-        Returns:
-        """
-        self.base_url = base_url
-        self.headers = {"user_key":user_key}
-
-
[docs]    def run_filter_query(self, resource_name, filter_clause):
-        """run a query (get) against the CLUE api, using the API and user key fields of self and the fitler_clause provided
-
-        Args:
-            resource_name: str - name of the resource / collection to query - e.g. genes, perts, cells etc.
-            filter_clause: dictionary - contains filter to pass to API to; uses loopback specification
-
-        Returns: list of dictionaries containing the results of the query
-        """
-        url = self.base_url + "/" + resource_name
-        params = {"filter":json.dumps(filter_clause)}
-
-        r = requests.get(url, headers=self.headers, params=params)
-        logger.debug("requests.get result r.status_code:  {}".format(r.status_code))
-
-        ClueApiClient._check_request_response(r)
-
-        return r.json()

-
-
[docs]    def run_count_query(self, resource_name, where_clause):
-        """run a query (get) against CLUE api
-
-        Args:
-            resource_name: str - name of the resource / collection to query - e.g. genes, perts, cells etc.
-            where_clause: dictionary - contains where clause to pass to API to; uses loopback specification
-
-        Returns: dictionary containing the results of the query
-        """
-        url = self.base_url + "/" + resource_name + "/count"
-        params = {"where":json.dumps(where_clause)}
-
-        r = requests.get(url, headers=self.headers, params=params)
-        logger.debug("requests.get result r.status_code:  {}".format(r.status_code))
-
-        ClueApiClient._check_request_response(r)
-
-        return r.json()

-
-    def run_post(self, resource_name, data):
-        url = self.base_url + "/" + resource_name
-
-        r = requests.post(url, data=data, headers=self.headers)
-        logger.debug("requests.post result r.status_code:  {}".format(r.status_code))
-
-        ClueApiClient._check_request_response(r)
-
-        return r.json()
-
-    def run_delete(self, resource_name, id):
-        url = self.base_url + "/" + resource_name + "/" + id
-        r = requests.delete(url, headers=self.headers)
-        logger.debug("requests.delete result r.status_code:  {}".format(r.status_code))
-
-        ClueApiClient._check_request_response(r)
-
-        did_delete = r.json()["count"] == 1
-        return did_delete
-
-    def run_put(self, resource_name, id, data):
-        url = self.base_url + "/" + resource_name + "/" + id
-
-        r = requests.put(url, data=data, headers=self.headers)
-        logger.debug("requests.put result r.status_code:  {}".format(r.status_code))
-
-        ClueApiClient._check_request_response(r)
-
-        return r.json()
-
-    @staticmethod
-    def _check_request_response(response):
-        assert response.status_code == 200, "ClueApiClient request failed response.status_code:  {}  response.reason:  {}".format(
-            response.status_code, response.reason)

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- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
- Built with Sphinx using a theme provided by Read the Docs. - -
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- - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/cmapPy/clue_api_client/gene_queries.html b/docs/build/html/_modules/cmapPy/clue_api_client/gene_queries.html deleted file mode 100644 index 6684edc..0000000 --- a/docs/build/html/_modules/cmapPy/clue_api_client/gene_queries.html +++ /dev/null @@ -1,267 +0,0 @@ - - - - - - - - - - - cmapPy.clue_api_client.gene_queries — cmapPy 2.0.1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for cmapPy.clue_api_client.gene_queries

-import logging
-import setup_logger
-
-__authors__ = "David L. Lahr"
-__email__ = "dlahr@broadinstitute.org"
-
-
-logger = logging.getLogger(setup_logger.LOGGER_NAME)
-
-resource_name = "genes"
-
-
-
[docs]def are_genes_in_api(my_clue_api_client, gene_symbols):
-    """determine if genes are present in the API
-
-    Args:
-        my_clue_api_client:
-        gene_symbols: collection of gene symbols to query the API with
-
-    Returns: set of the found gene symbols
-
-    """
-    if len(gene_symbols) > 0:
-        query_gene_symbols = gene_symbols if type(gene_symbols) is list else list(gene_symbols)
-
-        query_result = my_clue_api_client.run_filter_query(resource_name,
-            {"where":{"pr_gene_symbol":{"inq":query_gene_symbols}}, "fields":{"pr_gene_symbol":True}})
-        logger.debug("query_result:  {}".format(query_result))
-
-        r = set([x["pr_gene_symbol"] for x in query_result])
-        return r
-    else:
-        logger.warning("provided gene_symbols was empty, cannot run query")
-        return set()

-
- -
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- -
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- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
- Built with Sphinx using a theme provided by Read the Docs. - -
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- - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/cmapPy/pandasGEXpress/GCToo.html b/docs/build/html/_modules/cmapPy/pandasGEXpress/GCToo.html deleted file mode 100644 index dadc10d..0000000 --- a/docs/build/html/_modules/cmapPy/pandasGEXpress/GCToo.html +++ /dev/null @@ -1,487 +0,0 @@ - - - - - - - - - - - cmapPy.pandasGEXpress.GCToo — cmapPy 2.0.1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for cmapPy.pandasGEXpress.GCToo

-"""
-DATA:
------------------------------
-|  |          cid           |
------------------------------
-|  |                        |
-|r |                        |
-|i |          data          |
-|d |                        |
-|  |                        |
------------------------------
-ROW METADATA:
---------------------------
-|id|        rhd          |
---------------------------
-|  |                     |
-|r |                     |
-|i |    row_metadata     |
-|d |                     |
-|  |                     |
---------------------------
-COLUMN METADATA:
-N.B. The df is transposed from how it looks in a gct file.
----------------------
-|id|      chd       |
----------------------
-|  |                |
-|  |                |
-|  |                |
-|c |                |
-|i |  col_metadata  |
-|d |                |
-|  |                |
-|  |                |
-|  |                |
----------------------
-
-N.B. rids, cids, rhds, and chds must be:
-- unique
-- matching in both content & order everywhere they're found 
-"""
-import numpy as np
-import pandas as pd
-import logging
-from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger
-
-__authors__ = 'Oana Enache, Lev Litichevskiy, Dave Lahr'
-__email__ = 'dlahr@broadinstitute.org'
-
-
[docs]class GCToo(object):
-    """Class representing parsed gct(x) objects as pandas dataframes.
-    Contains 3 component dataframes (row_metadata_df, column_metadata_df,
-    and data_df) as well as an assembly of these 3 into a multi index df
-    that provides an alternate way of selecting data.
-    """
-    def __init__(self, data_df, row_metadata_df, col_metadata_df,
-                 src=None, version=None, make_multiindex=False, logger_name=setup_logger.LOGGER_NAME):
-
-        self.logger = logging.getLogger(logger_name)
-
-        self.src = src
-        self.version = version
-        self.row_metadata_df = row_metadata_df
-        self.col_metadata_df = col_metadata_df
-        self.data_df = data_df
-        self.multi_index_df = None
-
-        for df_field in ["row_metadata_df", "col_metadata_df", "data_df"]:
-            df = self.__dict__[df_field]
-            self.check_df(df)
-
-        # check rids match in data & meta
-        self.id_match_check(self.data_df, self.row_metadata_df, "row")
-
-        # check cids match in data & meta
-        self.id_match_check(self.data_df, self.col_metadata_df, "col")
-
-        if make_multiindex:
-            self.assemble_multi_index_df()
-
-        self._initialized = True
-
-    def __setattr__(self, name, value):
-        if "_initialized" in self.__dict__ and self._initialized:
-            if name in ["data_df", "row_metadata_df", "col_metadata_df"]:
-                if self.check_df(value):
-                    if (name == "row_metadata_df" and self.id_match_check(self.data_df, value, "row")):
-                        value = value.reindex(self.data_df.index)
-                        super(GCToo, self).__setattr__(name, value)
-                    elif (name == "col_metadata_df" and self.id_match_check(self.data_df, value, "col")):
-                        value = value.reindex(self.data_df.columns)
-                        super(GCToo, self).__setattr__(name, value)
-                    elif (name == "data_df" and (self.id_match_check(value, self.row_metadata_df, "row")
-                                                and self.id_match_check(value, self.col_metadata_df, "col"))):
-                        # in this case we need to reindex both row/col metadata so that indexes are ordered
-                        # the same as the new data_df
-                        super(GCToo, self).__setattr__("row_metadata_df", self.row_metadata_df.reindex(value.index))
-                        super(GCToo, self).__setattr__("col_metadata_df", self.col_metadata_df.reindex(value.index))
-            elif name == "multi_index_df":
-                msg = ("Cannot reassign value of multi_index_df attribute; "  +
-                    "if you'd like a new multiindex df, please create a new GCToo instance" +
-                    "with appropriate data_df, row_metadata_df, and col_metadata_df fields.")
-                self.logger.error(msg)
-                raise Exception("GCToo.__setattr__: " + msg)
-            else:
-                super(GCToo, self).__setattr__(name, value)
-        else: # for init we first want to set everything
-            super(GCToo, self).__setattr__(name, value)
-
-    def check_df(self, df):
-        """
-        Verifies that df is a pandas DataFrame instance and
-        that its index and column values are unique.
-        """
-        if isinstance(df, pd.DataFrame):
-            if not df.index.is_unique:
-                repeats = df.index[df.index.duplicated()].values
-                msg = "Index values must be unique but aren't. The following entries appear more than once: {}".format(repeats)
-                self.logger.error(msg)
-                raise Exception("GCToo GCToo.check_df " + msg)
-            if not df.columns.is_unique:
-                repeats = df.columns[df.columns.duplicated()].values
-                msg = "Columns values must be unique but aren't. The following entries appear more than once: {}".format(repeats)
-                raise Exception("GCToo GCToo.check_df " + msg)
-            else:
-                return True
-        else:
-            msg = "expected Pandas DataFrame, got something else:  {}  of type:  {}".format(df, type(df))
-            self.logger.error(msg)
-            raise Exception("GCToo GCToo.check_df " + msg)
-
-    def id_match_check(self, data_df, meta_df, dim):
-        """
-        Verifies that id values match between:
-            - row case: index of data_df & index of row metadata
-            - col case: columns of data_df & index of column metadata
-        """
-        if dim == "row":
-            if len(data_df.index) == len(meta_df.index) and set(data_df.index) == set(meta_df.index):
-                return True
-            else:
-                msg = ("The rids are inconsistent between data_df and row_metadata_df.\n" +
-                 "data_df.index.values:\n{}\nrow_metadata_df.index.values:\n{}").format(data_df.index.values, meta_df.index.values)
-                self.logger.error(msg)
-                raise Exception("GCToo GCToo.id_match_check " + msg)
-        elif dim == "col":
-            if len(data_df.columns) == len(meta_df.index) and set(data_df.columns) == set(meta_df.index):
-                return True
-            else:
-                msg = ("The cids are inconsistent between data_df and col_metadata_df.\n" +
-                 "data_df.columns.values:\n{}\ncol_metadata_df.index.values:\n{}").format(data_df.columns.values, meta_df.index.values)
-                self.logger.error(msg)
-                raise Exception("GCToo GCToo.id_match_check " + msg)
-
-    def __str__(self):
-        """Prints a string representation of a GCToo object."""
-        version = "{}\n".format(self.version)
-        source = "src: {}\n".format(self.src)
-
-
-        data = "data_df: [{} rows x {} columns]\n".format(
-        self.data_df.shape[0], self.data_df.shape[1])
-
-        row_meta = "row_metadata_df: [{} rows x {} columns]\n".format(
-        self.row_metadata_df.shape[0], self.row_metadata_df.shape[1])
-
-        col_meta = "col_metadata_df: [{} rows x {} columns]".format(
-        self.col_metadata_df.shape[0], self.col_metadata_df.shape[1])
-
-        full_string = (version + source + data + row_meta + col_meta)
-        return full_string
-
-    def assemble_multi_index_df(self):
-        """Assembles three component dataframes into a multiindex dataframe.
-        Sets the result to self.multi_index_df.
-        IMPORTANT: Cross-section ("xs") is the best command for selecting
-        data. Be sure to use the flag "drop_level=False" with this command,
-        or else the dataframe that is returned will not have the same
-        metadata as the input.
-        N.B. "level" means metadata header.
-        N.B. "axis=1" indicates column annotations.
-        Examples:
-            1) Select the probe with pr_lua_id="LUA-3404":
-            lua3404_df = multi_index_df.xs("LUA-3404", level="pr_lua_id", drop_level=False)
-            2) Select all DMSO samples:
-            DMSO_df = multi_index_df.xs("DMSO", level="pert_iname", axis=1, drop_level=False)
-        """
-        #prepare row index
-        self.logger.debug("Row metadata shape: {}".format(self.row_metadata_df.shape))
-        self.logger.debug("Is empty? {}".format(self.row_metadata_df.empty))
-        row_copy = pd.DataFrame(self.row_metadata_df.index) if self.row_metadata_df.empty else self.row_metadata_df.copy()
-        row_copy["rid"] = row_copy.index
-        row_index = pd.MultiIndex.from_arrays(row_copy.T.values, names=row_copy.columns)
-
-        #prepare column index
-        self.logger.debug("Col metadata shape: {}".format(self.col_metadata_df.shape))
-        col_copy = pd.DataFrame(self.col_metadata_df.index) if self.col_metadata_df.empty else self.col_metadata_df.copy()
-        col_copy["cid"] = col_copy.index
-        transposed_col_metadata = col_copy.T
-        col_index = pd.MultiIndex.from_arrays(transposed_col_metadata.values, names=transposed_col_metadata.index)
-
-        # Create multi index dataframe using the values of data_df and the indexes created above
-        self.logger.debug("Data df shape: {}".format(self.data_df.shape))
-        self.multi_index_df = pd.DataFrame(data=self.data_df.values, index=row_index, columns=col_index)

-
-
-def multi_index_df_to_component_dfs(multi_index_df, rid="rid", cid="cid"):
-    """ Convert a multi-index df into 3 component dfs. """
-
-    # Id level of the multiindex will become the index
-    rids = list(multi_index_df.index.get_level_values(rid))
-    cids = list(multi_index_df.columns.get_level_values(cid))
-
-    # It's possible that the index and/or columns of multi_index_df are not
-    # actually multi-index; need to check for this
-    if isinstance(multi_index_df.index, pd.core.index.MultiIndex):
-
-        # If so, drop rid because it won't go into the body of the metadata
-        mi_df_index = multi_index_df.index.droplevel(rid)
-
-        # Names of the multiindex levels become the headers
-        rhds = list(mi_df_index.names)
-
-        # Assemble metadata values
-        row_metadata = np.array([mi_df_index.get_level_values(level).values for level in list(rhds)]).T
-
-    # If the index is not multi-index, then rhds and row metadata should be empty
-    else:
-        rhds = []
-        row_metadata = []
-
-    # Check if columns of multi_index_df are in fact multi-index
-    if isinstance(multi_index_df.columns, pd.core.index.MultiIndex):
-
-        # If so, drop cid because it won't go into the body of the metadata
-        mi_df_columns = multi_index_df.columns.droplevel(cid)
-
-        # Names of the multiindex levels become the headers
-        chds = list(mi_df_columns.names)
-
-        # Assemble metadata values
-        col_metadata = np.array([mi_df_columns.get_level_values(level).values for level in list(chds)]).T
-
-    # If the columns are not multi-index, then rhds and row metadata should be empty
-    else:
-        chds = []
-        col_metadata = []
-
-    # Create component dfs
-    row_metadata_df = pd.DataFrame.from_records(row_metadata, index=pd.Index(rids, name="rid"), columns=pd.Index(rhds, name="rhd"))
-    col_metadata_df = pd.DataFrame.from_records(col_metadata, index=pd.Index(cids, name="cid"), columns=pd.Index(chds, name="chd"))
-    data_df = pd.DataFrame(multi_index_df.values, index=pd.Index(rids, name="rid"), columns=pd.Index(cids, name="cid"))
-
-    return data_df, row_metadata_df, col_metadata_df
-
- -
-
- -
-
-
- - -
- -
-

- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
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- - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/cmapPy/pandasGEXpress/concat_gctoo.html b/docs/build/html/_modules/cmapPy/pandasGEXpress/concat_gctoo.html deleted file mode 100644 index 5af02af..0000000 --- a/docs/build/html/_modules/cmapPy/pandasGEXpress/concat_gctoo.html +++ /dev/null @@ -1,666 +0,0 @@ - - - - - - - - - - - cmapPy.pandasGEXpress.concat_gctoo — cmapPy 2.0.1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for cmapPy.pandasGEXpress.concat_gctoo

-"""
-concat_gctoo.py
-
-This function is for concatenating gct(x) files together. You can tell it to
-find files using the file_wildcard argument, or you can tell it exactly
-which files you want to concatenate using the input_filepaths argument. The
-meat of this function are the hstack (i.e. horizontal concatenation of GCToo objects)
-and vstack (i.e. vertical concatenation).
-
-Terminology: 'Common' metadata refers to the metadata that is shared between
-the loaded GCToo's. For example, if horizontally concatenating, the 'common' metadata is
-the row metadata. 'Concatenated' metadata is the other one; it's the metadata
-for the entries being concatenated together. For example, if horizontally
-concatenating, the 'concatenated' metadata is the column metadata because
-columns are being concatenated together.
-
-There are 2 arguments that allow you to work around certain obstacles
-of concatenation.
-
-1) If the 'common' metadata contains fields that are not the same in
-all files, then you will need to remove these fields using the
-fields_to_remove argument.
-
-2) If the 'concatenated' metadata ids are not unique between different files,
-and you try to concatenate the files, an invalid GCToo would be formed
-(duplicate ids). To overcome this, use the reset_sample_ids argument. This will
-move the 'new' metadata ids to a new metadata field and replace the original ids
-with unique integers.
-
-N.B. This script sorts everything!
-
-"""
-
-import argparse
-import os
-import sys
-import glob
-import logging
-import setup_GCToo_logger as setup_logger
-import pandas as pd
-
-import GCToo
-import parse 
-import write_gct
-import write_gctx 
-
-__author__ = "Lev Litichevskiy"
-__email__ = "lev@broadinstitute.org"
-
-logger = logging.getLogger(setup_logger.LOGGER_NAME)
-
-
-def build_parser():
-    parser = argparse.ArgumentParser(
-        description=__doc__, formatter_class=argparse.ArgumentDefaultsHelpFormatter)
-
-    # Required args
-    parser.add_argument("--concat_direction", "-d", required=True,
-                        choices=["horiz", "vert"],
-                        help="which direction to concatenate")
-
-    mutually_exclusive_group = parser.add_mutually_exclusive_group()
-    mutually_exclusive_group.add_argument("--input_filepaths", "-if", nargs="+",
-        help="full paths to gct(x) files to be concatenated")
-    mutually_exclusive_group.add_argument("--file_wildcard", "-w", type=str,
-        help=("wildcard specifying where files should be found " +
-              "(make sure to surround in quotes if calling from command line!)"))
-
-    parser.add_argument("--out_type", "-ot", default="gctx", choices=["gct", "gctx"],
-                        help="whether to save output as a gct or gctx")
-    parser.add_argument("--out_name", "-o", type=str, default="concated.gctx",
-        help="what to name the output file")
-    parser.add_argument("--fields_to_remove", "-ftr", nargs="+", default=[],
-        help="fields to remove from the common metadata")
-    parser.add_argument("--reset_ids", "-rsi", action="store_true", default=False,
-        help="whether to reset ids (use this flag if ids are not unique)")
-
-    parser.add_argument("-data_null", type=str, default="NaN",
-        help="how to represent missing values in the data")
-    parser.add_argument("-metadata_null", type=str, default="-666",
-        help="how to represent missing values in the metadata")
-    parser.add_argument("-filler_null", type=str, default="-666",
-        help="what value to use for filling the top-left filler block if output is a .gct")
-    parser.add_argument("-verbose", "-v", action="store_true", default=False,
-        help="whether to print a bunch of output")
-
-    return parser
-
-
-def main():
-    # get args
-    args = build_parser().parse_args(sys.argv[1:])
-    setup_logger.setup(verbose=args.verbose)
-
-    # Get files directly
-    if args.input_filepaths is not None:
-        files = args.input_filepaths
-
-    # Or find them
-    else:
-        files = get_file_list(args.file_wildcard)
-        
-        # No files found
-        if len(files) == 0:
-            msg = "No files were found. args.file_wildcard: {}".format(args.file_wildcard)
-            logger.error(msg)
-            raise Exception(msg)
-
-    # Only 1 file found
-    if len(files) == 1:
-        logger.warning("Only 1 file found. No concatenation needs to be done, exiting")
-        return
-
-    # More than 1 file found
-    else:
-        # Parse each file and append to a list
-        gctoos = []
-        for f in files:
-            gctoos.append(parse.parse(f))
-
-        # Create concatenated gctoo object
-        if args.concat_direction == "horiz":
-            out_gctoo = hstack(gctoos, args.fields_to_remove, args.reset_ids)
-
-        elif args.concat_direction == "vert":
-            out_gctoo = vstack(gctoos, args.fields_to_remove, args.reset_ids)
-
-    # Write out_gctoo to file
-    logger.info("Writing to output file args.out_name:  {}".format(args.out_name))
-
-    if args.out_type == "gctx":
-        write_gctx.write(out_gctoo, args.out_name)
-
-    elif args.out_type == "gct":
-        write_gct.write(out_gctoo, args.out_name,
-                          filler_null=args.filler_null,
-                          metadata_null=args.metadata_null,
-                          data_null=args.data_null)
-
-
-
[docs]def get_file_list(wildcard):
-    """ Search for files to be concatenated. Currently very basic, but could
-    expand to be more sophisticated.
-
-    Args:
-        wildcard (regular expression string)
-
-    Returns:
-        files (list of full file paths)
-
-    """
-    files = glob.glob(os.path.expanduser(wildcard))
-    return files

-
-
-
[docs]def hstack(gctoos, fields_to_remove=[], reset_ids=False):
-    """ Horizontally concatenate gctoos.
-
-    Args:
-        gctoos (list of gctoo objects)
-        fields_to_remove (list of strings): fields to be removed from the
-            common metadata because they don't agree across files
-        reset_ids (bool): set to True if sample ids are not unique
-
-    Return:
-        concated (gctoo object)
-    """
-    # Separate each gctoo into its component dfs
-    row_meta_dfs = []
-    col_meta_dfs = []
-    data_dfs = []
-    for g in gctoos:
-        row_meta_dfs.append(g.row_metadata_df)
-        col_meta_dfs.append(g.col_metadata_df)
-        data_dfs.append(g.data_df)
-
-    logger.debug("shapes of row_meta_dfs:  {}".format([x.shape for x in row_meta_dfs]))
-
-    # Concatenate row metadata
-    all_row_metadata_df = assemble_common_meta(row_meta_dfs, fields_to_remove)
-
-    # Concatenate col metadata
-    all_col_metadata_df = assemble_concatenated_meta(col_meta_dfs)
-
-    # Concatenate the data_dfs
-    all_data_df = assemble_data(data_dfs, "horiz")
-
-    # Make sure df shapes are correct
-    assert all_data_df.shape[0] == all_row_metadata_df.shape[0], "Number of rows in metadata does not match number of rows in data - all_data_df.shape[0]:  {}  all_row_metadata_df.shape[0]:  {}".format(all_data_df.shape[0], all_row_metadata_df.shape[0])
-    assert all_data_df.shape[1] == all_col_metadata_df.shape[0], "Number of columns in data does not match number of columns metadata - all_data_df.shape[1]:  {}  all_col_metadata_df.shape[0]:  {}".format(all_data_df.shape[1], all_col_metadata_df.shape[0])
-    
-    # If requested, reset sample ids to be unique integers and move old sample
-    # ids into column metadata
-    if reset_ids:
-        do_reset_ids(all_col_metadata_df, all_data_df, "horiz")
-
-    logger.info("Build GCToo of all...")
-    concated = GCToo.GCToo(row_metadata_df=all_row_metadata_df,
-                           col_metadata_df=all_col_metadata_df,
-                           data_df=all_data_df)
-
-    return concated

-
-
-
[docs]def vstack(gctoos, fields_to_remove=[], reset_ids=False):
-    """ Vertically concatenate gctoos.
-
-    Args:
-        gctoos (list of gctoo objects)
-        fields_to_remove (list of strings): fields to be removed from the
-            common metadata because they don't agree across files
-        reset_ids (bool): set to True if row ids are not unique
-
-    Return:
-        concated (gctoo object)
-    """
-    # Separate each gctoo into its component dfs
-    row_meta_dfs = []
-    col_meta_dfs = []
-    data_dfs = []
-    for g in gctoos:
-        row_meta_dfs.append(g.row_metadata_df)
-        col_meta_dfs.append(g.col_metadata_df)
-        data_dfs.append(g.data_df)
-
-    # Concatenate col metadata
-    all_col_metadata_df = assemble_common_meta(col_meta_dfs, fields_to_remove)
-
-    # Concatenate col metadata
-    all_row_metadata_df = assemble_concatenated_meta(row_meta_dfs)
-
-    # Concatenate the data_dfs
-    all_data_df = assemble_data(data_dfs, "vert")
-
-    # Make sure df shapes are correct
-    assert all_data_df.shape[0] == all_row_metadata_df.shape[0], "Number of rows is incorrect."
-    assert all_data_df.shape[1] == all_col_metadata_df.shape[0], "Number of columns is incorrect."
-
-    # If requested, reset sample ids to be unique integers and move old sample
-    # ids into column metadata
-    if reset_ids:
-        do_reset_ids(all_row_metadata_df, all_data_df, "vert")
-
-    logger.info("Build GCToo of all...")
-    concated = GCToo.GCToo(row_metadata_df=all_row_metadata_df,
-                           col_metadata_df=all_col_metadata_df,
-                           data_df=all_data_df)
-
-    return concated

-
-
-
[docs]def assemble_common_meta(common_meta_dfs, fields_to_remove):
-    """ Assemble the common metadata dfs together. Both indices are sorted.
-
-    Args:
-        common_meta_dfs (list of pandas dfs)
-        fields_to_remove (list of strings): fields to be removed from the
-            common metadata because they don't agree across files
-
-    Returns:
-        all_meta_df_sorted (pandas df)
-
-    """
-    # Remove any column headers that will prevent dfs from being identical
-    for df in common_meta_dfs:
-        df.drop(fields_to_remove, axis=1, inplace=True)
-
-    # Remove any column headers that are not present in all dfs (and sort)
-    shared_column_headers = sorted(set.intersection(*[set(df.columns) for df in common_meta_dfs]))
-    common_meta_dfs = [df[shared_column_headers] for df in common_meta_dfs]
-
-    # Concatenate all dfs and then remove duplicate rows
-    all_meta_df_with_dups = pd.concat(common_meta_dfs, axis=0)
-
-    # If all metadata dfs were empty, df will be empty
-    if all_meta_df_with_dups.empty:
-
-        # Simply return unique ids
-        all_meta_df = pd.DataFrame(index=all_meta_df_with_dups.index.unique())
-
-    else:
-        all_meta_df_with_dups["concat_gctoo_column_for_index"] = all_meta_df_with_dups.index
-        all_meta_df = all_meta_df_with_dups.drop_duplicates()
-	all_meta_df.drop("concat_gctoo_column_for_index", axis=1, inplace=True)
-
-    logger.debug("all_meta_df_with_dups.shape: {}".format(all_meta_df_with_dups.shape))
-    logger.debug("all_meta_df.shape: {}".format(all_meta_df.shape))
-
-    # If there are still duplicate ids, then their metadata didn't align
-    # in different gcts
-    duplicate_ids = all_meta_df.index[all_meta_df.index.duplicated(keep=False)]
-
-    assert all_meta_df.index.is_unique, (
-        ("There are inconsistencies in common_metadata_df between " +
-         "different files.\nTry excluding metadata fields " +
-         "using the fields_to_remove argument.\n"
-         "duplicate_ids[0]: {id}\n" +
-         "all_meta_df.loc[{id}, :]:\n{df}").format(id=duplicate_ids[0],
-            df=all_meta_df.loc[duplicate_ids[0], :]))
-
-    # Finally, sort the index
-    all_meta_df_sorted = all_meta_df.sort_index(axis=0)
-
-    return all_meta_df_sorted

-
-
-
[docs]def assemble_concatenated_meta(concated_meta_dfs):
-    """ Assemble the concatenated metadata dfs together. For example,
-    if horizontally concatenating, the concatenated metadata dfs are the
-    column metadata dfs. Both indices are sorted.
-
-    Args:
-        concated_meta_dfs (list of pandas dfs)
-
-    Returns:
-        all_concated_meta_df_sorted (pandas df)
-
-    """
-    # Concatenate the concated_meta_dfs
-    all_concated_meta_df = pd.concat(concated_meta_dfs, axis=0)
-
-    # Sanity check: the number of rows in all_concated_meta_df should correspond
-    # to the sum of the number of rows in the input dfs
-    n_rows = all_concated_meta_df.shape[0]
-    logger.debug("all_concated_meta_df.shape[0]: {}".format(n_rows))
-    n_rows_cumulative = sum([df.shape[0] for df in concated_meta_dfs])
-    assert n_rows == n_rows_cumulative
-
-    # Sort the index and columns
-    all_concated_meta_df_sorted = all_concated_meta_df.sort_index(axis=0).sort_index(axis=1)
-
-    return all_concated_meta_df_sorted

-
-
-
[docs]def assemble_data(data_dfs, concat_direction):
-    """ Assemble the data dfs together. Both indices are sorted.
-
-    Args:
-        data_dfs (list of pandas dfs)
-        concat_direction (string): 'horiz' or 'vert'
-
-    Returns:
-        all_data_df_sorted (pandas df)
-
-    """
-    if concat_direction == "horiz":
-        # Concatenate the data_dfs horizontally
-        all_data_df = pd.concat(data_dfs, axis=1)
-
-        # Sanity check: the number of columns in all_data_df should
-        # correspond to the sum of the number of columns in the input dfs
-        n_cols = all_data_df.shape[1]
-        logger.debug("all_data_df.shape[1]: {}".format(n_cols))
-        n_cols_cumulative = sum([df.shape[1] for df in data_dfs])
-        assert n_cols == n_cols_cumulative
-
-    elif concat_direction == "vert":
-
-        # Concatenate the data_dfs vertically
-        all_data_df = pd.concat(data_dfs, axis=0)
-
-        # Sanity check: the number of rows in all_data_df should
-        # correspond to the sum of the number of rows in the input dfs
-        n_rows = all_data_df.shape[0]
-        logger.debug("all_data_df.shape[0]: {}".format(n_rows))
-        n_rows_cumulative = sum([df.shape[0] for df in data_dfs])
-        assert n_rows == n_rows_cumulative
-
-    # Sort both indices
-    all_data_df_sorted = all_data_df.sort_index(axis=0).sort_index(axis=1)
-
-    return all_data_df_sorted

-
-
-
[docs]def do_reset_ids(concatenated_meta_df, data_df, concat_direction):
-    """ Reset ids in concatenated metadata and data dfs to unique integers and
-    save the old ids in a metadata column.
-
-    Note that the dataframes are modified in-place.
-
-    Args:
-        concatenated_meta_df (pandas df)
-        data_df (pandas df)
-        concat_direction (string): 'horiz' or 'vert'
-
-    Returns:
-        None (dfs modified in-place)
-
-    """
-    if concat_direction == "horiz":
-
-        # Make sure cids agree between data_df and concatenated_meta_df
-        assert concatenated_meta_df.index.equals(data_df.columns), (
-            "cids in concatenated_meta_df do not agree with cids in data_df.")
-
-        # Reset cids in concatenated_meta_df
-        reset_ids_in_meta_df(concatenated_meta_df)
-
-        # Replace cids in data_df with the new ones from concatenated_meta_df
-        # (just an array of unique integers, zero-indexed)
-        data_df.columns = pd.Index(concatenated_meta_df.index.values)
-
-    elif concat_direction == "vert":
-
-        # Make sure rids agree between data_df and concatenated_meta_df
-        assert concatenated_meta_df.index.equals(data_df.index), (
-            "rids in concatenated_meta_df do not agree with rids in data_df.")
-
-        # Reset rids in concatenated_meta_df
-        reset_ids_in_meta_df(concatenated_meta_df)
-
-        # Replace rids in data_df with the new ones from concatenated_meta_df
-        # (just an array of unique integers, zero-indexed)
-        data_df.index = pd.Index(concatenated_meta_df.index.values)

-
-
-
[docs]def reset_ids_in_meta_df(meta_df):
-    """ Meta_df is modified inplace. """
-
-    # Record original index name, and then change it so that the column that it
-    # becomes will be appropriately named
-    original_index_name = meta_df.index.name
-    meta_df.index.name = "old_id"
-
-    # Reset index
-    meta_df.reset_index(inplace=True)
-
-    # Change the index name back to what it was
-    meta_df.index.name = original_index_name

-
-
-if __name__ == "__main__":
-    main()
-
- -
-
- -
-
-
- - -
- -
-

- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
- Built with Sphinx using a theme provided by Read the Docs. - -
- -
-
- -
- -
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Source code for cmapPy.pandasGEXpress.parse

-"""
-Generic parse method to parse either a .gct or a .gctx. 
-
-Takes in a file path corresponding to either a .gct or .gctx, 
-	and parses to a GCToo instance accordingly.
-
-Note: Supports GCT1.2, GCT1.3, and GCTX1.0 files. 
-"""
-
-import logging
-import setup_GCToo_logger as setup_logger
-import parse_gct
-import parse_gctx
-
-__author__ = "Oana Enache"
-__email__ = "oana@broadinstitute.org"
-
-# instantiate logger
-logger = logging.getLogger(setup_logger.LOGGER_NAME)
-
-
[docs]def parse(file_path, convert_neg_666=True, rid=None, cid=None, ridx=None, cidx=None,
-		  row_meta_only=False, col_meta_only=False, make_multiindex=False):
-	""" 
-	Identifies whether file_path corresponds to a .gct or .gctx file and calls the
-	correct corresponding parse method.
-
-	Input:
-		Mandatory:
-		- gct(x)_file_path (str): full path to gct(x) file you want to parse.
-		
-		Optional:
-		- convert_neg_666 (bool): whether to convert -666 values to numpy.nan or not 
-			(see Note below for more details on this). Default = False.
-		- rid (list of strings): list of row ids to specifically keep from gctx. Default=None. 
-		- cid (list of strings): list of col ids to specifically keep from gctx. Default=None.
-		- make_multiindex (bool): whether to create a multi-index df combining
-            the 3 component dfs
-
-	Output:
-		- myGCToo (GCToo)
-
-	Note: why does convert_neg_666 exist? 
-		- In CMap--for somewhat obscure historical reasons--we use "-666" as our null value 
-		for metadata. However (so that users can take full advantage of pandas' methods, 
-		including those for filtering nan's etc) we provide the option of converting these 
-		into numpy.NaN values, the pandas default. 
-	""" 
-	if file_path.endswith(".gct"):
-		curr = parse_gct.parse(file_path, convert_neg_666, rid, cid, make_multiindex)
-	elif file_path.endswith(".gctx"):
-		curr = parse_gctx.parse(file_path, convert_neg_666, rid, cid, ridx, cidx, meta_only, make_multiindex)
-	else:
-		err_msg = "File to parse must be .gct or .gctx!"
-		logger.error(err_msg)
-		raise Exception(err_msg)
-	return curr 

-
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Source code for cmapPy.pandasGEXpress.plategrp

-"""
-module with class definition and methods for reading and writing .grp files
-Created on Jun 20, 2012
-@author: David Wadden
-"""
-
-import os
-import re
-
-
-
[docs]class GRP:
-    """
-    class to read .grp files and return a list
-    """
-    def __init__(self, src):
-        # if it"s a file string, check that it exists and read the file
-        if type(src) is str:
-            assert os.path.exists(src), "{0} is not a valid file path. Use a list to input plate names directly".format(src)
-            self.read(src)
-        # if it's a list, just read it in
-        elif type(src) is list:
-            self.grp = src
-
-
[docs]    def read(self, in_path):
-        """
-        read a .grp file
-        """
-        with open(in_path, "r") as f:
-            lines = f.readlines()
-            # need the second conditional to ignore comment lines
-            self.grp = [line.strip() for line in lines if line and not re.match("^#", line)]

-
-
[docs]    def write(self, out):
-        """
-        write a .grp file
-        """
-        with open(out, "w") as f:
-            for x in self.grp:
-                f.write(str(x) + "\n")

-
-
-
[docs]def write_grp(in_list, out):
-    """
-    standalone methods to write .grp files
-    """
-    with open(out, "w") as f:
-        for x in in_list:
-            f.write(str(x) + "\n")

-
-
-
[docs]def read_grp(in_path):
-    """
-    standalone method to read .grp files
-    """
-    assert os.path.exists(in_path), "The following file can't be found. in_path: {}".format(in_path)
-    with open(in_path, "r") as f:
-        lines = f.readlines()
-        # again, second conditional ignores comment lines
-        return [line.strip() for line in lines if line and not re.match("^#", line)]

-
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- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
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- - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/cmapPy/pandasGEXpress/random_slice.html b/docs/build/html/_modules/cmapPy/pandasGEXpress/random_slice.html deleted file mode 100644 index bfde7d6..0000000 --- a/docs/build/html/_modules/cmapPy/pandasGEXpress/random_slice.html +++ /dev/null @@ -1,287 +0,0 @@ - - - - - - - - - - - cmapPy.pandasGEXpress.random_slice — cmapPy 2.0.1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for cmapPy.pandasGEXpress.random_slice

-"""
-Slices a random subset of a GCToo instance of a user-specified size. 
-"""
-import logging
-from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger
-import numpy
-import GCToo 
-
-
-__author__ = "Oana Enache"
-__email__ = "oana@broadinstitute.org"
-
-logger = logging.getLogger(setup_logger.LOGGER_NAME)
-
-
[docs]def make_specified_size_gctoo(og_gctoo, num_entries, dim):
-	"""
-	Subsets a GCToo instance along either rows or columns to obtain a specified size.
-
-	Input:
-		- og_gctoo (GCToo): a GCToo instance 
-		- num_entries (int): the number of entries to keep
-		- dim (str): the dimension along which to subset. Must be "row" or "col"
-
-	Output:
-		- new_gctoo (GCToo): the GCToo instance subsetted as specified. 
-	"""	
-	assert dim in ["row", "col"], "dim specified must be either 'row' or 'col'"
-
-	dim_index = 0 if "row" == dim else 1
-	assert num_entries <= og_gctoo.data_df.shape[dim_index], ("number of entries must be smaller than dimension being "
-		"subsetted - num_entries:  {}  dim:  {}  dim_index:  {}  og_gctoo.data_df.shape[dim_index]:  {}".format(
-		num_entries, dim, dim_index, og_gctoo.data_df.shape[dim_index]))
-
-	if dim == "col":
-		columns = [x for x in og_gctoo.data_df.columns.values]
-		numpy.random.shuffle(columns)
-		columns = columns[0:num_entries]
-		rows = og_gctoo.data_df.index.values
-	else:
-		rows = [x for x in og_gctoo.data_df.index.values]
-		numpy.random.shuffle(rows)
-		rows = rows[0:num_entries]
-		columns = og_gctoo.data_df.columns.values
-
-	new_data_df = og_gctoo.data_df.loc[rows, columns]
-	new_row_meta = og_gctoo.row_metadata_df.loc[rows]
-	new_col_meta = og_gctoo.col_metadata_df.loc[columns]
-	
-	logger.debug("after slice - new_col_meta.shape: {}  new_row_meta.shape:  {}".format(new_col_meta.shape, new_row_meta.shape))
-
-	# make & return new gctoo instance
-	new_gctoo = GCToo.GCToo(data_df=new_data_df, row_metadata_df=new_row_meta, col_metadata_df=new_col_meta)
-
-	return new_gctoo

-
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- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
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Source code for cmapPy.pandasGEXpress.slice_gct

-"""
-slice_gct.py
-
-Extract a subset of data from a gct file. If called from the command line,
-ids can be provided as a list or as a path to a grp file. If using the
-slice method in Python, ids or boolean arrays can be used.
-
-"""
-
-import logging
-import sys
-import os
-import argparse
-import pandas as pd
-import re
-
-import setup_GCToo_logger as setup_logger
-import GCToo 
-import parse_gct as pg
-import write_gct as wg
-
-__author__ = "Lev Litichevskiy"
-__email__ = "lev@broadinstitute.org"
-
-logger = logging.getLogger(setup_logger.LOGGER_NAME)
-
-
-
[docs]def build_parser():
-    """Build argument parser."""
-
-    parser = argparse.ArgumentParser(description=__doc__,
-                                     formatter_class=argparse.ArgumentDefaultsHelpFormatter)
-
-    # Required args
-    parser.add_argument("--in_gct_path", "-i", required=True, help="file path to input gct file")
-
-    parser.add_argument("--rid", nargs="+", help="filepath to grp file or string array for including rows")
-    parser.add_argument("--cid", nargs="+", help="filepath to grp file or string array for including cols")
-    parser.add_argument("--exclude_rid", "-er", nargs="+", help="filepath to grp file or string array for excluding rows")
-    parser.add_argument("--exclude_cid", "-ec", nargs="+", help="filepath to grp file or string array for excluding cols")
-    parser.add_argument("--out_name", "-o", default="ds_sliced.gct",
-                        help="what to name the output file")
-    parser.add_argument("--verbose", "-v", action="store_true", default=False,
-                        help="whether to increase the # of messages reported")
-
-    return parser

-
-
-def main():
-    # get args
-    args = build_parser().parse_args(sys.argv[1:])
-    setup_logger.setup(verbose=args.verbose)
-
-    # Read the input gct
-    in_gct = pg.parse(args.in_gct_path)
-
-    # Read in each of the command line arguments
-    rid = _read_arg(args.rid)
-    cid = _read_arg(args.cid)
-    exclude_rid = _read_arg(args.exclude_rid)
-    exclude_cid = _read_arg(args.exclude_cid)
-
-    # Slice the gct
-    out_gct = slice_gctoo(in_gct, rid=rid, cid=cid, exclude_rid=exclude_rid, exclude_cid=exclude_cid)
-    assert out_gct.data_df.size > 0, "Slicing yielded an empty gct!"
-
-    # Write the output gct
-    wg.write(out_gct, args.out_name, data_null="NaN", metadata_null="NA", filler_null="NA")
-
-
-
[docs]def read_grp(in_path):
-    """ Read .grp file to a list. """
-
-    with open(in_path, 'r') as f:
-            lines = f.readlines()
-            # second conditional ignores comment lines
-            return [line.strip() for line in lines if line and not re.match('^#', line)]

-
-
-def _read_arg(arg):
-    """
-    If arg is a list with 1 element that corresponds to a valid file path, use
-    plategrp to read the grp file. Otherwise, check that arg is a list of strings.
-
-    Args:
-        arg (list or None)
-
-    Returns:
-        arg_out (list or None)
-    """
-
-    # If arg is None, just return it back
-    if arg is None:
-        arg_out = arg
-
-    else:
-        # If len(arg) == 1 and arg[0] is a valid filepath, read it as a grp file
-        if len(arg) == 1 and os.path.exists(arg[0]):
-            arg_out = read_grp(arg[0])
-        else:
-            arg_out = arg
-
-        # Make sure that arg_out is a list of strings
-        assert isinstance(arg_out, list), "arg_out must be a list."
-        assert type(arg_out[0]) == str, "arg_out must be a list of strings."
-
-    return arg_out
-
-
-
[docs]def slice_gctoo(gctoo, row_bool=None, col_bool=None, rid=None, cid=None, exclude_rid=None, exclude_cid=None):
-    """ Extract a subset of data from a GCToo object in a variety of ways.
-
-    Args:
-        gctoo (GCToo object)
-        row_bool (list of bools): length must equal gctoo.data_df.shape[0]
-        col_bool (list of bools): length must equal gctoo.data_df.shape[1]
-        rid (list of strings): length must equal gctoo.data_df.shape[0]
-        cid (list of strings): length must equal gctoo.data_df.shape[0]
-        exclude_rid (bool): if true, select row ids EXCLUDING 'rid' (default: False)
-        exclude_cid (bool): if true, select col ids EXCLUDING 'cid' (default: False)
-
-    Returns:
-        out_gctoo (GCToo object): gctoo after slicing
-    """
-    assert (rid is None) or (row_bool is None), (
-        "rid and row_bool should not BOTH be provided.")
-    assert (cid is None) or (col_bool is None), (
-        "cid and col_bool should not BOTH be provided.")
-
-    ### ROWS
-    # Use rid if provided
-    if rid is not None:
-        rows_to_keep = [gctoo_row for gctoo_row in gctoo.data_df.index if gctoo_row in rid]
-
-    else:
-        # Use row_bool if provided
-        if row_bool is not None:
-
-            assert len(row_bool) == gctoo.data_df.shape[0], (
-                "row_bool must have length equal to gctoo.data_df.shape[0]. " +
-                "len(row_bool): {}, gctoo.data_df.shape[0]: {}".format(
-                    len(row_bool), gctoo.data_df.shape[0]))
-            rows_to_keep = gctoo.data_df.index[row_bool].values
-
-        else:
-            # If rid and row_bool are both None, return all rows
-            rows_to_keep = gctoo.data_df.index.values
-
-    # Use exclude_rid if provided
-    if exclude_rid is not None:
-        # Keep only those rows that are not in exclude_rid
-        rows_to_keep = [row_to_keep for row_to_keep in rows_to_keep if row_to_keep not in exclude_rid]
-
-    ### COLUMNS
-    # Use cid if provided
-    if cid is not None:
-        cid = pd.Series(cid)
-        cols_to_keep = cid[cid.isin(gctoo.data_df.columns)]
-    else:
-        # Use col_bool if provided
-        if col_bool is not None:
-
-            assert len(col_bool) == gctoo.data_df.shape[1], (
-                "col_bool must have length equal to gctoo.data_df.shape[1]. " +
-                "len(col_bool): {}, gctoo.data_df.shape[1]: {}".format(
-                    len(col_bool), gctoo.data_df.shape[1]))
-            cols_to_keep = gctoo.data_df.columns[col_bool].values
-
-        else:
-            # If cid and col_bool are both None, return all cols
-            cols_to_keep = gctoo.data_df.columns.values
-
-    # Use exclude_cid if provided
-    if exclude_cid is not None:
-        # Keep only those cols that are not in exclude_cid
-        cols_to_keep = [col_to_keep for col_to_keep in cols_to_keep if col_to_keep not in exclude_cid]
-
-    # Convert labels to boolean array
-    rows_to_keep_bools = gctoo.data_df.index.isin(rows_to_keep)
-    cols_to_keep_bools = gctoo.data_df.columns.isin(cols_to_keep)
-
-    # Make the output gct
-    out_gctoo = GCToo.GCToo(
-        src= gctoo.src, version = gctoo.version,
-        data_df=gctoo.data_df.loc[rows_to_keep_bools, cols_to_keep_bools],
-        row_metadata_df=gctoo.row_metadata_df.loc[rows_to_keep_bools, :],
-        col_metadata_df=gctoo.col_metadata_df.loc[cols_to_keep_bools, :])
-
-    return out_gctoo

-
-
-if __name__ == "__main__":
-    main()
-
- -
-
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-
-
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- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
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Source code for cmapPy.pandasGEXpress.write_gct

-import logging
-import setup_GCToo_logger as setup_logger
-import pandas as pd
-import numpy as np
-import os
-
-__author__ = "Lev Litichevskiy"
-__email__ = "lev@broadinstitute.org"
-
-logger = logging.getLogger(setup_logger.LOGGER_NAME)
-
-# Only writes GCT1.3
-VERSION = "1.3"
-
-def write_gct(gctoo, out_fname, data_null="NaN", metadata_null="-666", 
-    filler_null="-666", data_float_format=":.4f"):
-    """
-    Essentially the same as write() method; enables user to call write_gct() from
-    cmapPy instead of write_gct.write()
-
-    Included as a separate method for backwards compatibility.
-    """
-    write(gctoo, out_fname, data_null="NaN", metadata_null="-666", 
-    filler_null="-666", data_float_format=":.4f")
-
-
[docs]def write(gctoo, out_fname, data_null="NaN", metadata_null="-666", filler_null="-666", data_float_format=":.4f"):
-    """Write a gctoo object to a gct file.
-
-    Args:
-        gctoo (gctoo object)
-        out_fname (string): filename for output gct file
-        data_null (string): how to represent missing values in the data (default = "NaN")
-        metadata_null (string): how to represent missing values in the metadata (default = "-666")
-        filler_null (string): what value to fill the top-left filler block with (default = "-666")
-        data_float_format (string): how many decimal points to keep in representing data
-            (default = 4 digits; None will keep all digits)
-
-    Returns:
-        None
-
-    """
-    # Create handle for output file
-    if not out_fname.endswith(".gct"):
-        out_fname += ".gct"
-    f = open(out_fname, "wb")
-
-    # Write first two lines
-    dims = [str(gctoo.data_df.shape[0]), str(gctoo.data_df.shape[1]),
-            str(gctoo.row_metadata_df.shape[1]), str(gctoo.col_metadata_df.shape[1])]
-    write_version_and_dims(VERSION, dims, f)
-
-    # Write top half of the gct
-    write_top_half(f, gctoo.row_metadata_df, gctoo.col_metadata_df,
-                   metadata_null, filler_null)
-
-    # Write bottom half of the gct
-    write_bottom_half(f, gctoo.row_metadata_df, gctoo.data_df,
-                      data_null, data_float_format, metadata_null)
-
-    f.close()
-    logger.info("GCT has been written to {}".format(out_fname))

-
-
-def write_version_and_dims(version, dims, f):
-    """Write first two lines of gct file.
-
-    Args:
-        version (string): 1.3 by default
-        dims (list of strings): length = 4
-        f (file handle): handle of output file
-    Returns:
-        nothing
-    """
-    f.write(("#" + version + "\n"))
-    f.write((dims[0] + "\t" + dims[1] + "\t" + dims[2] + "\t" + dims[3] + "\n"))
-
-
-def write_top_half(f, row_metadata_df, col_metadata_df, metadata_null, filler_null):
-    """ Write the top half of the gct file: top-left filler values, row metadata
-    headers, and top-right column metadata.
-
-    Args:
-        f (file handle): handle for output file
-        row_metadata_df (pandas df)
-        col_metadata_df (pandas df)
-        metadata_null (string): how to represent missing values in the metadata
-        filler_null (string): what value to fill the top-left filler block with
-
-    Returns:
-        None
-    """
-    # Initialize the top half of the gct including the third line
-    size_of_top_half_df = (1 + col_metadata_df.shape[1],
-                           1 + row_metadata_df.shape[1] + col_metadata_df.shape[0])
-    top_half_df = pd.DataFrame(np.full(size_of_top_half_df, filler_null, dtype=object))
-
-    # Assemble the third line of the gct: "id", then rhds, then cids
-    top_half_df.iloc[0, :] = np.hstack(("id", row_metadata_df.columns.values, col_metadata_df.index.values))
-
-    # Insert the chds
-    top_half_df.iloc[range(1, top_half_df.shape[0]), 0] = col_metadata_df.columns.values
-
-    # Insert the column metadata, but first convert to strings and replace NaNs
-    col_metadata_indices = (range(1, top_half_df.shape[0]),
-                            range(1 + row_metadata_df.shape[1], top_half_df.shape[1]))
-    top_half_df.iloc[col_metadata_indices[0], col_metadata_indices[1]] = (
-        col_metadata_df.astype(str).replace("nan", value=metadata_null).T.values)
-
-    # Write top_half_df to file
-    top_half_df.to_csv(f, header=False, index=False, sep="\t")
-
-
-def write_bottom_half(f, row_metadata_df, data_df, data_null, data_float_format, metadata_null):
-    """ Write the bottom half of the gct file: row metadata and data.
-
-    Args:
-        f (file handle): handle for output file
-        row_metadata_df (pandas df)
-        data_df (pandas df)
-        data_null (string): how to represent missing values in the data
-        metadata_null (string): how to represent missing values in the metadata
-        data_float_format (string): how many decimal points to keep in representing data
-
-    Returns:
-        None
-    """
-    # Initialize the bottom half of the gct
-    size_of_bottom_half_df = (row_metadata_df.shape[0],
-                              1 + row_metadata_df.shape[1] + data_df.shape[1])
-    bottom_half_df = pd.DataFrame(np.full(size_of_bottom_half_df, metadata_null, dtype=object))
-
-    # Insert the rids
-    bottom_half_df.iloc[:, 0] = row_metadata_df.index.values
-
-    # Insert the row metadata, but first convert to strings and replace NaNs
-    row_metadata_col_indices = range(1, 1 + row_metadata_df.shape[1])
-    bottom_half_df.iloc[:, row_metadata_col_indices] = (
-        row_metadata_df.astype(str).replace("nan", value=metadata_null).values)
-
-    # Insert the data
-    data_col_indices = range(1 + row_metadata_df.shape[1], bottom_half_df.shape[1])
-    bottom_half_df.iloc[:, data_col_indices] = data_df.values
-
-    # Write bottom_half_df to file
-    bottom_half_df.to_csv(f, header=False, index=False, sep="\t",
-                          na_rep=data_null,
-                          float_format=data_float_format)
-
-
-def append_dims_and_file_extension(fname, data_df):
-    """Append dimensions and file extension to output filename.
-    N.B. Dimensions are cols x rows.
-
-    Args:
-        fname (string): output filename
-        data_df (pandas df)
-    Returns:
-        out_fname (string): output filename with matrix dims and .gct appended
-    """
-    # If there's no .gct at the end of output file name, add the dims and .gct
-    if not fname.endswith(".gct"):
-        out_fname = '{0}_n{1}x{2}.gct'.format(fname, data_df.shape[1], data_df.shape[0])
-        return out_fname
-
-    # Otherwise, only add the dims
-    else:
-        basename = os.path.splitext(fname)[0]
-        out_fname = '{0}_n{1}x{2}.gct'.format(basename, data_df.shape[1], data_df.shape[0])
-        return out_fname
-
- -
-
- -
-
-
- - -
- -
-

- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
- Built with Sphinx using a theme provided by Read the Docs. - -
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- - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/cmapPy/pandasGEXpress/write_gctx.html b/docs/build/html/_modules/cmapPy/pandasGEXpress/write_gctx.html deleted file mode 100644 index 088fabc..0000000 --- a/docs/build/html/_modules/cmapPy/pandasGEXpress/write_gctx.html +++ /dev/null @@ -1,365 +0,0 @@ - - - - - - - - - - - cmapPy.pandasGEXpress.write_gctx — cmapPy 2.0.1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for cmapPy.pandasGEXpress.write_gctx

-import logging 
-from cmapPy.pandasGEXpress import setup_GCToo_logger as setup_logger 
-import h5py
-import numpy
-import GCToo 
-
-__author__ = "Oana Enache"
-__email__ = "oana@broadinstitute.org"
-
-logger = logging.getLogger(setup_logger.LOGGER_NAME)
-
-src_attr = "src"
-data_matrix_node = "/0/DATA/0/matrix"
-row_meta_group_node = "/0/META/ROW"
-col_meta_group_node = "/0/META/COL"
-version_attr = "version"
-version_number = "GCTX1.0"
-
-def write_gctx(gctoo_object, out_file_name, convert_back_to_neg_666 = True):
-	"""
-	Essentially the same as write() method; enables user to call write_gctx() from
-	cmapPy instead of write_gctx.write()
-
-	Included as a separate method for backwards compatibility.
-	"""
-	write(gctoo_object, out_file_name, convert_back_to_neg_666)
-
-
[docs]def write(gctoo_object, out_file_name, convert_back_to_neg_666 = True):
-	"""
-	Writes a GCToo instance to specified file.
-
-	Input:
-		- gctoo_object (GCToo): A GCToo instance.
-		- out_file_name (str): file name to write gctoo_object to.
-	"""
-	# make sure out file has a .gctx suffix
-	gctx_out_name = add_gctx_to_out_name(out_file_name)
-	
-	# open an hdf5 file to write to 
-	hdf5_out = h5py.File(gctx_out_name, "w")
-
-	# write version
-	write_version(hdf5_out)
-
-	# write src 
-	write_src(hdf5_out, gctoo_object, gctx_out_name)
-
-	# write data matrix
-	hdf5_out.create_dataset(data_matrix_node, data=gctoo_object.data_df.transpose().as_matrix())
-
-	# write col metadata
-	write_metadata(hdf5_out, "col", gctoo_object.col_metadata_df, convert_back_to_neg_666)
-
-	# write row metadata
-	write_metadata(hdf5_out, "row", gctoo_object.row_metadata_df, convert_back_to_neg_666)
-
-	# close gctx file 
-	hdf5_out.close()

-
-def add_gctx_to_out_name(out_file_name):
-	"""
-	If there isn't a '.gctx' suffix to specified out_file_name, it adds one.
-
-	Input:
-		- out_file_name (str): the file name to write gctx-formatted output to.
-			(Can end with ".gctx" or not)
-
-	Output:
-		- out_file_name (str): the file name to write gctx-formatted output to, with ".gctx" suffix
-	"""
-	if not out_file_name.endswith(".gctx"):
-		out_file_name = out_file_name + ".gctx"
-	return out_file_name
-
-def write_src(hdf5_out, gctoo_object, out_file_name):
-	"""
-	Writes src as attribute of gctx out file. 
-
-	Input:
-		- hdf5_out (h5py): hdf5 file to write to 
-		- gctoo_object (GCToo): GCToo instance to be written to .gctx
-		- out_file_name (str): name of hdf5 out file. 
-	"""
-	if gctoo_object.src == None:
-		hdf5_out.attrs[src_attr] = out_file_name
-	else:
-		hdf5_out.attrs[src_attr] = gctoo_object.src
-
-def write_version(hdf5_out):
-	"""
-	Writes version as attribute of gctx out file. 
-
-	Input:
-		- hdf5_out (h5py): hdf5 file to write to 
-	"""
-	hdf5_out.attrs[version_attr] = numpy.string_(version_number)
-
-def write_metadata(hdf5_out, dim, metadata_df, convert_back_to_neg_666):
-	"""
-	Writes either column or row metadata to proper node of gctx out (hdf5) file.
-
-	Input:
-		- hdf5_out (h5py): open hdf5 file to write to
-		- dim (str; must be "row" or "col"): dimension of metadata to write to 
-		- metadata_df (pandas DataFrame): metadata DataFrame to write to file 
-		- convert_back_to_neg_666 (bool): Whether to convert numpy.nans back to "-666",
-				as per CMap metadata null convention 
-	"""
-	if dim == "col":
-		hdf5_out.create_group(col_meta_group_node)
-		metadata_node_name = col_meta_group_node
-	elif dim == "row":
-		hdf5_out.create_group(row_meta_group_node)
-		metadata_node_name = row_meta_group_node
-	else:
-		logger.error("'dim' argument must be either 'row' or 'col'!")
-
-	# write id field to expected node
-	hdf5_out.create_dataset(metadata_node_name + "/id", data=list(metadata_df.index.copy()))
-
-	metadata_fields = list(metadata_df.columns.copy())
-
-	# if specified, convert numpy.nans in metadata back to -666
-	if convert_back_to_neg_666:
-		for c in metadata_fields:
-			metadata_df[[c]] = metadata_df[[c]].replace([numpy.nan], ["-666"])
-
-	# write metadata columns to their own arrays 
-	for field in [entry for entry in metadata_fields if entry != "ind"]:
-		hdf5_out.create_dataset(metadata_node_name + "/" + field, 
-			data=numpy.array(list(metadata_df.loc[:,field])))
-
-
- -
-
- -
-
-
- - -
- -
-

- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
- Built with Sphinx using a theme provided by Read the Docs. - -
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- - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/cmapPy/set_io/gmt.html b/docs/build/html/_modules/cmapPy/set_io/gmt.html deleted file mode 100644 index 444d69f..0000000 --- a/docs/build/html/_modules/cmapPy/set_io/gmt.html +++ /dev/null @@ -1,342 +0,0 @@ - - - - - - - - - - - cmapPy.set_io.gmt — cmapPy 2.0.1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for cmapPy.set_io.gmt

-"""
-gmt.py
-
-IO methods for handling GMT files.
-
-A GMT is stored as a list of dictionaries.
-Each line is its own dictionary.
-Each dictionary has the following keys:
-    - head (string): identifier for the set
-    - desc (string): longer description of the set
-    - entries (list): members of the set 
-
-AUTHOR: Corey Flynn, Broad Institute, 2012
-MODIFIED: Lev Litichevskiy, 2017
-
-"""
-import os
-
-SET_IDENTIFIER_FIELD = "head"
-SET_DESC_FIELD = "desc"
-SET_MEMBERS_FIELD = "entry"
-
-
-
[docs]def read(file_path):
-    """ Read a gmt file at the path specified by file_path.
-
-    Args:
-        file_path (string): path to gmt file
-
-    Returns:
-        gmt (GMT object): list of dicts, where each dict corresponds to one
-            line of the GMT file
-
-    """
-    # Read in file
-    actual_file_path = os.path.expanduser(file_path)
-    with open(actual_file_path, 'r') as f:
-        lines = f.readlines()
-    
-    # Create GMT object
-    gmt = []
-    
-    # Iterate over each line
-    for line_num, line in enumerate(lines):
-        # Separate along tabs
-        fields = line.split('\t')
-
-        assert len(fields) > 2, (
-            "Each line must have at least 3 tab-delimited items. " +
-            "line_num: {}, fields: {}").format(line_num, fields)
-        
-        # Get rid of trailing whitespace
-        fields[-1] = fields[-1].rstrip()
-        
-        # Collect entries
-        entries = fields[2:]
-        
-        # Remove empty entries
-        entries = [x for x in entries if x]
-
-        assert len(set(entries)) == len(entries), (
-            "There should not be duplicate entries for the same set. " +
-            "line_num: {}, entries: {}").format(line_num, entries)
-
-        # Store this line as a dictionary
-        line_dict = {SET_IDENTIFIER_FIELD: fields[0],
-                     SET_DESC_FIELD: fields[1],
-                     SET_MEMBERS_FIELD: entries}
-        gmt.append(line_dict)
-
-    verify_gmt_integrity(gmt)
-
-    return gmt

-
-
-
[docs]def verify_gmt_integrity(gmt):
-    """ Make sure that set ids are unique.
-
-    Args:
-        gmt (GMT object): list of dicts
-
-    Returns:
-        None
-
-    """
-
-    # Verify that set ids are unique
-    set_ids = [d[SET_IDENTIFIER_FIELD] for d in gmt]
-    assert len(set(set_ids)) == len(set_ids), (
-        "Set identifiers should be unique. set_ids: {}".format(set_ids))

-
-
-
[docs]def write(gmt, out_path):
-    """ Write a GMT to a text file.
-
-    Args:
-        gmt (GMT object): list of dicts
-        out_path (string): output path
-
-    Returns:
-        None
-
-    """
-    with open(out_path, 'w') as f:
-        for _, each_dict in enumerate(gmt):
-            f.write(each_dict[SET_IDENTIFIER_FIELD] + '\t')
-            f.write(each_dict[SET_DESC_FIELD] + '\t')
-            f.write('\t'.join([str(entry) for entry in each_dict[SET_MEMBERS_FIELD]]))
-            f.write('\n')

-
- -
-
- -
-
-
- - -
- -
-

- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
- Built with Sphinx using a theme provided by Read the Docs. - -
- -
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- - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/cmapPy/set_io/grp.html b/docs/build/html/_modules/cmapPy/set_io/grp.html deleted file mode 100644 index dcf928f..0000000 --- a/docs/build/html/_modules/cmapPy/set_io/grp.html +++ /dev/null @@ -1,282 +0,0 @@ - - - - - - - - - - - cmapPy.set_io.grp — cmapPy 2.0.1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Source code for cmapPy.set_io.grp

-"""
-grp.py
-
-IO methods for handling GRP files.
-
-A GRP file is stored as a list. Lines beginning with # are ignored.
-
-AUTHOR: David Wadden, Broad Institute, 2012
-MODIFIED: Lev Litichevskiy, 2017
-"""
-
-import os
-import re
-
-
-
[docs]def read(in_path):
-    """ Read a grp file at the path specified by in_path.
-
-    Args:
-        in_path (string): path to GRP file
-
-    Returns:
-        grp (list)
-
-    """
-    assert os.path.exists(in_path), "The following GRP file can't be found. in_path: {}".format(in_path)
-
-    with open(in_path, "r") as f:
-        lines = f.readlines()
-        # need the second conditional to ignore comment lines
-        grp = [line.strip() for line in lines if line and not re.match("^#", line)]
-
-    return grp

-
-
-
[docs]def write(grp, out_path):
-    """ Write a GRP to a text file.
-
-    Args:
-        grp (list): GRP object to write to new-line delimited text file
-        out_path (string): output path
-
-    Returns:
-        None
-
-    """
-    with open(out_path, "w") as f:
-        for x in grp:
-            f.write(str(x) + "\n")

-
- -
-
- -
-
-
- - -
- -
-

- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

-
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- © Copyright 2017, Connectivity Map at Broad Institute of MIT and Harvard, Inc.. - -

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- - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_sources/available_modules.rst.txt b/docs/build/html/_sources/available_modules.rst.txt deleted file mode 100644 index f95f832..0000000 --- a/docs/build/html/_sources/available_modules.rst.txt +++ /dev/null @@ -1,38 +0,0 @@ -.. _available_modules: - -Available Modules -================= - -clue_api_client ---------------- - - A Python client for easy interaction with the Connectivity Map (CLUE) API. - - Maintainer: David Lahr, dlahr@broadinstitute.org - -pandasGEXpress --------------- - - A package (integrated with Python's pandas package) allowing users to easily read, modify, and write .gct and .gctx files. - - Also features the following command-line tools: - - ``gct2gctx``: converts .gct to .gctx file. Type ``gct2gctx -h`` for help. - - ``gctx2gct``: converts .gctx to .gct file. Type ``gctx2gct -h`` for help. - - ``concat_gctoo``: Concats two or more .gct/x files as specified by user. Type ``concat_gctoo -h`` for help. - - Maintainer: Oana Enache, oana@broadinstitute.org - -set_io ------- - - set_io contains simple scripts for parsing two other common file types used by the Connectivity Map: GRP and GMT files. The GRP file is used for storing a single set of things (e.g. a single gene set), while the GMT file is used for storing multiple sets of things (e.g. several gene sets). - - Maintainer: Lev Litichevskiy, lev@broadinstitute.org - - - - - diff --git a/docs/build/html/_sources/available_modules.txt b/docs/build/html/_sources/available_modules.txt deleted file mode 100644 index 839259b..0000000 --- a/docs/build/html/_sources/available_modules.txt +++ /dev/null @@ -1,18 +0,0 @@ -.. _available_modules: - -Available Modules -================= - -clue_api_client ---------------- - - A Python client for easy interaction with the Connectivity Map (CLUE) API. - - Maintainer: David Lahr, dlahr@broadinstitute.org - -pandasGEXpress --------------- - - A package (integrated with Python's pandas package) allowing users to easily read, modify, and write .gct and .gctx files. - - Maintainer: Oana Enache, oana@broadinstitute.org \ No newline at end of file diff --git a/docs/build/html/_sources/build.rst.txt b/docs/build/html/_sources/build.rst.txt deleted file mode 100644 index 6c57a0c..0000000 --- a/docs/build/html/_sources/build.rst.txt +++ /dev/null @@ -1,40 +0,0 @@ -.. _install: - -Installation -============ - -We highly recommend the using a prebuilt distribution of cmapPy along with a virtual environment (here we demonstrate how to use it with conda). - -**Option 1 (recommended): Setup pandasGEXpress in a new conda environment** - -* (Mac and Windows; If you haven't already) install ``miniconda`` - * Download/follow instructions provided `here `_. Unless you have personal preferences/reasons to do so, we recommend installing Miniconda over Anaconda because it's more lightweight. - * On the command line, type ``conda info`` to verify that conda has been properly instaled on your system. You should see some information about the "current conda install"; if not, your installation didn't work. -* (Mac only) Set up your conda channels: - ``conda config --add channels defaults`` - - ``conda config --add channels conda-forge`` - - ``conda config --add channels bioconda`` - -* (Mac) Create & activate your cmapPy environment: - ``conda create --name my_cmapPy_env python=2.7.11 numpy=1.11.2 pandas=0.18 h5py=2.6.0 requests==2.13.0 cmappy`` - - ``source activate my_cmapPy_env`` - -* (Windows) Create & activate your cmapPy environment: - ``conda create --name my_cmapPy_env python=2.7.11 numpy=1.11.2 pandas=0.18 h5py=2.6.0 requests==2.13.0`` - - ``pip install cmapPy`` - - ``source activate my_cmapPy_environment`` - -...and then cmapPy (including command line tools) should be available for use. - -To update cmapPy in your conda environment (from activate environment): ``conda update cmappy`` - -**Option 2: Install cmapPy from PyPI** - -* ``pip install cmapPy`` -* Note: For use of other virtualenvs, we include a requirements.txt file in the cmapPy package that you can use to install the proper versions of depencies. - diff --git a/docs/build/html/_sources/build.txt b/docs/build/html/_sources/build.txt deleted file mode 100644 index 4573d89..0000000 --- a/docs/build/html/_sources/build.txt +++ /dev/null @@ -1,21 +0,0 @@ -.. _install: - -Installation -============ - -We highly recommend the using a prebuilt distribution of cmapPy along with a virtual environment (here we demonstrate how to use it with conda). - -**Option 1 (recommended): Setup pandasGEXpress in a new conda environment** - -* (If you haven't already) install ``miniconda`` - * Download/follow instructions provided `here `_. Unless you have personal preferences/reasons to do so, we recommend installing Miniconda over Anaconda because it's more lightweight. - * On the command line, type ``conda info`` to verify that conda has been properly instaled on your system. You should see some information about the "current conda install"; if not, your installation didn't work. -* Create your cmapPy environment: ``conda create --name my_cmapPy_env python=2.7.11 numpy=1.11.2 pandas=0.18 h5py=2.6.0 requests==2.13.0`` -* Activate your cmapPy environment: ``source activate my_cmapPy_env`` -* **In your activated conda environment**, pip install cmapPy: ``pip install cmapPy`` - -**Option 2: Install cmapPy from PyPI** - -* ``pip install cmapPy`` -* Note: For use of other virtualenvs, we include a requirements.txt file in the cmapPy package that you can use to install the proper versions of depencies. - diff --git a/docs/build/html/_sources/citing.rst.txt b/docs/build/html/_sources/citing.rst.txt deleted file mode 100644 index 5852b3b..0000000 --- a/docs/build/html/_sources/citing.rst.txt +++ /dev/null @@ -1,6 +0,0 @@ -.. _citing: - -Citation Information -==================== - -Citation information forthcoming. For now, please contact oana@broadinstitute.org if you have citation-related inquiries. \ No newline at end of file diff --git a/docs/build/html/_sources/citing.txt b/docs/build/html/_sources/citing.txt deleted file mode 100644 index 5852b3b..0000000 --- a/docs/build/html/_sources/citing.txt +++ /dev/null @@ -1,6 +0,0 @@ -.. _citing: - -Citation Information -==================== - -Citation information forthcoming. For now, please contact oana@broadinstitute.org if you have citation-related inquiries. \ No newline at end of file diff --git a/docs/build/html/_sources/clue_api_client.rst.txt b/docs/build/html/_sources/clue_api_client.rst.txt deleted file mode 100644 index 942ed91..0000000 --- a/docs/build/html/_sources/clue_api_client.rst.txt +++ /dev/null @@ -1,19 +0,0 @@ -.. _clueclient: - -Clue API Client -=============== - -.. automodule:: cmapPy.clue_api_client.clue_api_client - :members: - -.. automodule:: cmapPy.clue_api_client.cell_queries - :members: - -.. automodule:: cmapPy.clue_api_client.gene_queries - :members: - -.. automodule:: cmapPy.clue_api_client.macchiato_queries - :members: - -.. automodule:: cmapPy.clue_api_client.pert_queries - :members: diff --git a/docs/build/html/_sources/clue_api_client.txt b/docs/build/html/_sources/clue_api_client.txt deleted file mode 100644 index 942ed91..0000000 --- a/docs/build/html/_sources/clue_api_client.txt +++ /dev/null @@ -1,19 +0,0 @@ -.. _clueclient: - -Clue API Client -=============== - -.. automodule:: cmapPy.clue_api_client.clue_api_client - :members: - -.. automodule:: cmapPy.clue_api_client.cell_queries - :members: - -.. automodule:: cmapPy.clue_api_client.gene_queries - :members: - -.. automodule:: cmapPy.clue_api_client.macchiato_queries - :members: - -.. automodule:: cmapPy.clue_api_client.pert_queries - :members: diff --git a/docs/build/html/_sources/contributing.rst.txt b/docs/build/html/_sources/contributing.rst.txt deleted file mode 100644 index 8978ec8..0000000 --- a/docs/build/html/_sources/contributing.rst.txt +++ /dev/null @@ -1,10 +0,0 @@ -.. _contributing: - -Contribution guidelines -======================= - -We welcome contributors! For your pull requests, please include the following: - -* Sample code/file that reproducibly causes the bug/issue -* Documented code (include a docstring for new functions!) providing fix -* Unit tests evaluating added/modified methods. \ No newline at end of file diff --git a/docs/build/html/_sources/contributing.txt b/docs/build/html/_sources/contributing.txt deleted file mode 100644 index 8978ec8..0000000 --- a/docs/build/html/_sources/contributing.txt +++ /dev/null @@ -1,10 +0,0 @@ -.. _contributing: - -Contribution guidelines -======================= - -We welcome contributors! For your pull requests, please include the following: - -* Sample code/file that reproducibly causes the bug/issue -* Documented code (include a docstring for new functions!) providing fix -* Unit tests evaluating added/modified methods. \ No newline at end of file diff --git a/docs/build/html/_sources/faq.rst.txt b/docs/build/html/_sources/faq.rst.txt deleted file mode 100644 index 24081c3..0000000 --- a/docs/build/html/_sources/faq.rst.txt +++ /dev/null @@ -1,7 +0,0 @@ -.. _faq: - -FAQ -=== - -We will be adding FAQs as they come up. - diff --git a/docs/build/html/_sources/faq.txt b/docs/build/html/_sources/faq.txt deleted file mode 100644 index 24081c3..0000000 --- a/docs/build/html/_sources/faq.txt +++ /dev/null @@ -1,7 +0,0 @@ -.. _faq: - -FAQ -=== - -We will be adding FAQs as they come up. - diff --git a/docs/build/html/_sources/index.rst.txt b/docs/build/html/_sources/index.rst.txt deleted file mode 100644 index d3c8fe1..0000000 --- a/docs/build/html/_sources/index.rst.txt +++ /dev/null @@ -1,53 +0,0 @@ -cmapPy: Python utilities for Connectivity Map Resources -******************************************************* - -Provided by the Connectivity Map, Broad Institute of MIT and Harvard. More information -`on our website `_ - -Where to Start --------------- - -* :ref:`Installation ` -* :ref:`Summary of Available Modules ` - - -Other resources ---------------- - -* `GitHub project `_ -* `Tutorial, using data from GEO `_ - -Introductory info ------------------ - -.. toctree:: - :maxdepth: 1 - - build - - -High-level API reference ------------------------- - -.. toctree:: - :maxdepth: 1 - - clue_api_client - pandasGEXpress - set_io - - -Meta-info about cmapPy ----------------------- - -.. toctree:: - :maxdepth: 1 - - contributing - faq - licenses - citing - - - - diff --git a/docs/build/html/_sources/index.txt b/docs/build/html/_sources/index.txt deleted file mode 100644 index c1ff0b1..0000000 --- a/docs/build/html/_sources/index.txt +++ /dev/null @@ -1,52 +0,0 @@ -cmapPy: Python utilities for Connectivity Map Resources -******************************************************* - -Provided by the Connectivity Map, Broad Institute of MIT and Harvard. More information -`on our website `_ - -Where to Start --------------- - -* :ref:`Installation ` -* :ref:`Summary of Available Modules ` - - -Other resources ---------------- - -* `GitHub project `_ - - -Introductory info ------------------ - -.. toctree:: - :maxdepth: 1 - - build - - -High-level API reference ------------------------- - -.. toctree:: - :maxdepth: 1 - - clue_api_client - pandasGEXpress - - -Meta-info about cmapPy ----------------------- - -.. toctree:: - :maxdepth: 1 - - contributing - faq - licenses - citing - - - - diff --git a/docs/build/html/_sources/install.txt b/docs/build/html/_sources/install.txt deleted file mode 100644 index e69de29..0000000 diff --git a/docs/build/html/_sources/licenses.rst.txt b/docs/build/html/_sources/licenses.rst.txt deleted file mode 100644 index 6cd44d2..0000000 --- a/docs/build/html/_sources/licenses.rst.txt +++ /dev/null @@ -1,32 +0,0 @@ -.. _licenses: - -BSD 3-Clause License -==================== - -Copyright (c) 2017, Connectivity Map (CMap) at the Broad Institute, Inc. -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - -* Redistributions of source code must retain the above copyright notice, this - list of conditions and the following disclaimer. - -* 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. - -* Neither the name of the copyright holder nor the names of its - contributors may be used to endorse or promote products derived from - this software without specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "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 THE COPYRIGHT HOLDER 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. \ No newline at end of file diff --git a/docs/build/html/_sources/licenses.txt b/docs/build/html/_sources/licenses.txt deleted file mode 100644 index 6cd44d2..0000000 --- a/docs/build/html/_sources/licenses.txt +++ /dev/null @@ -1,32 +0,0 @@ -.. _licenses: - -BSD 3-Clause License -==================== - -Copyright (c) 2017, Connectivity Map (CMap) at the Broad Institute, Inc. -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - -* Redistributions of source code must retain the above copyright notice, this - list of conditions and the following disclaimer. - -* 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. - -* Neither the name of the copyright holder nor the names of its - contributors may be used to endorse or promote products derived from - this software without specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "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 THE COPYRIGHT HOLDER 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. \ No newline at end of file diff --git a/docs/build/html/_sources/modules/clue_api_client.txt b/docs/build/html/_sources/modules/clue_api_client.txt deleted file mode 100644 index dd4c991..0000000 --- a/docs/build/html/_sources/modules/clue_api_client.txt +++ /dev/null @@ -1,11 +0,0 @@ -.. _client: - -clue_api_client -=============== - - -clue_api_client is a Python library containing tools to simplify querying the Connectivity Map (clue) API. - -Maintainer: David Lahr, dlahr@broadinstitute.org - - diff --git a/docs/build/html/_sources/modules/pandasGEXpress.txt b/docs/build/html/_sources/modules/pandasGEXpress.txt deleted file mode 100644 index e69de29..0000000 diff --git a/docs/build/html/_sources/pandasGEXpress.rst.txt b/docs/build/html/_sources/pandasGEXpress.rst.txt deleted file mode 100644 index 330cacb..0000000 --- a/docs/build/html/_sources/pandasGEXpress.rst.txt +++ /dev/null @@ -1,58 +0,0 @@ -.. _pandasGEXpress: - -pandasGEXpress -============== - -pandasGEXpress package (integrated with Python's `pandas `_ package) allowing users to easily read, modify, and write .gct and .gctx files. Note that .gctx files are more performant than .gct, and we recommend their use. - -.. image:: pandasgexpress_fig.png - -GCToo Class ------------ -.. autoclass:: cmapPy.pandasGEXpress.GCToo.GCToo - -Parsing -------- - -.. autofunction:: cmapPy.pandasGEXpress.parse.parse - -Writing -------- - -.. autofunction:: cmapPy.pandasGEXpress.write_gctx.write - -.. autofunction:: cmapPy.pandasGEXpress.write_gct.write - -Concatenating -------------- - -.. automodule:: cmapPy.pandasGEXpress.concat_gctoo - :members: - -Converting .gct <-> .gctx -------------------------- - -.. automodule:: cmapPy.pandasGEXpress.gct2gctx - :members: - -.. automodule:: cmapPy.pandasGEXpress.gctx2gct - :members: - -Extracting from .grp files --------------------------- - -.. automodule:: cmapPy.pandasGEXpress.plategrp - :members: - -Slicing -------- - -.. automodule:: cmapPy.pandasGEXpress.random_slice - :members: - -.. automodule:: cmapPy.pandasGEXpress.slice_gct - :members: - - - - diff --git a/docs/build/html/_sources/pandasGEXpress.txt b/docs/build/html/_sources/pandasGEXpress.txt deleted file mode 100644 index 330cacb..0000000 --- a/docs/build/html/_sources/pandasGEXpress.txt +++ /dev/null @@ -1,58 +0,0 @@ -.. _pandasGEXpress: - -pandasGEXpress -============== - -pandasGEXpress package (integrated with Python's `pandas `_ package) allowing users to easily read, modify, and write .gct and .gctx files. Note that .gctx files are more performant than .gct, and we recommend their use. - -.. image:: pandasgexpress_fig.png - -GCToo Class ------------ -.. autoclass:: cmapPy.pandasGEXpress.GCToo.GCToo - -Parsing -------- - -.. autofunction:: cmapPy.pandasGEXpress.parse.parse - -Writing -------- - -.. autofunction:: cmapPy.pandasGEXpress.write_gctx.write - -.. autofunction:: cmapPy.pandasGEXpress.write_gct.write - -Concatenating -------------- - -.. automodule:: cmapPy.pandasGEXpress.concat_gctoo - :members: - -Converting .gct <-> .gctx -------------------------- - -.. automodule:: cmapPy.pandasGEXpress.gct2gctx - :members: - -.. automodule:: cmapPy.pandasGEXpress.gctx2gct - :members: - -Extracting from .grp files --------------------------- - -.. automodule:: cmapPy.pandasGEXpress.plategrp - :members: - -Slicing -------- - -.. automodule:: cmapPy.pandasGEXpress.random_slice - :members: - -.. automodule:: cmapPy.pandasGEXpress.slice_gct - :members: - - - - diff --git a/docs/build/html/_sources/set_io.rst.txt b/docs/build/html/_sources/set_io.rst.txt deleted file mode 100644 index 2c494af..0000000 --- a/docs/build/html/_sources/set_io.rst.txt +++ /dev/null @@ -1,35 +0,0 @@ -.. _set_io: - -set_io -====== - -set_io contains simple scripts for parsing two other common file types used by the Connectivity Map: GRP and GMT files. -The GRP file is used for storing a single set of things (e.g. a single gene set), while the GMT file is used for storing multiple sets of things (e.g. several gene sets). - -Further details on GRP and GMT files can be found `here -`_. - -Reading GRP files ------------------ - -.. autofunction:: cmapPy.set_io.grp.read - -Writing GRP files ------------------ - -.. autofunction:: cmapPy.set_io.grp.write - -Reading GMT files ------------------ - -.. autofunction:: cmapPy.set_io.gmt.read - -Verifying GMT integrity ------------------------ - -.. autofunction:: cmapPy.set_io.gmt.verify_gmt_integrity - -Writing GMT files ------------------ - -.. autofunction:: cmapPy.set_io.gmt.write diff --git a/docs/build/html/_sources/whatsnew/index.txt b/docs/build/html/_sources/whatsnew/index.txt deleted file mode 100644 index e69de29..0000000 diff --git a/docs/build/html/_static/ajax-loader.gif b/docs/build/html/_static/ajax-loader.gif deleted file mode 100644 index 61faf8cab23993bd3e1560bff0668bd628642330..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 673 zcmZ?wbhEHb6krfw_{6~Q|Nno%(3)e{?)x>&1u}A`t?OF7Z|1gRivOgXi&7IyQd1Pl zGfOfQ60;I3a`F>X^fL3(@);C=vM_KlFfb_o=k{|A33hf2a5d61U}gjg=>Rd%XaNQW zW@Cw{|b%Y*pl8F?4B9 zlo4Fz*0kZGJabY|>}Okf0}CCg{u4`zEPY^pV?j2@h+|igy0+Kz6p;@SpM4s6)XEMg z#3Y4GX>Hjlml5ftdH$4x0JGdn8~MX(U~_^d!Hi)=HU{V%g+mi8#UGbE-*ao8f#h+S z2a0-5+vc7MU$e-NhmBjLIC1v|)9+Im8x1yacJ7{^tLX(ZhYi^rpmXm0`@ku9b53aN zEXH@Y3JaztblgpxbJt{AtE1ad1Ca>{v$rwwvK(>{m~Gf_=-Ro7Fk{#;i~+{{>QtvI yb2P8Zac~?~=sRA>$6{!(^3;ZP0TPFR(G_-UDU(8Jl0?(IXu$~#4A!880|o%~Al1tN diff --git a/docs/build/html/_static/alabaster.css b/docs/build/html/_static/alabaster.css deleted file mode 100644 index a88ce29..0000000 --- a/docs/build/html/_static/alabaster.css +++ /dev/null @@ -1,693 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -@import url("basic.css"); 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jQuery-making factory as module.exports - // This accentuates the need for the creation of a real window - // e.g. var jQuery = require("jquery")(window); - // See ticket #14549 for more info - module.exports = global.document ? - factory( global, true ) : - function( w ) { - if ( !w.document ) { - throw new Error( "jQuery requires a window with a document" ); - } - return factory( w ); - }; - } else { - factory( global ); - } - -// Pass this if window is not defined yet -}(typeof window !== "undefined" ? window : this, function( window, noGlobal ) { - -// Can't do this because several apps including ASP.NET trace -// the stack via arguments.caller.callee and Firefox dies if -// you try to trace through "use strict" call chains. (#13335) -// Support: Firefox 18+ -// - -var deletedIds = []; - -var slice = deletedIds.slice; - -var concat = deletedIds.concat; - -var push = deletedIds.push; - -var indexOf = deletedIds.indexOf; - -var class2type = {}; - -var toString = class2type.toString; - -var hasOwn = class2type.hasOwnProperty; - -var support = {}; - - - -var - version = "1.11.1", - - // Define a local copy of jQuery - jQuery = function( selector, context ) { - // The jQuery object is actually just the init constructor 'enhanced' - // Need init if jQuery is called (just allow error to be thrown if not included) - return new jQuery.fn.init( selector, context ); - }, - - // Support: Android<4.1, IE<9 - // Make sure we trim BOM and NBSP - rtrim = /^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g, - - // Matches dashed string for camelizing - rmsPrefix = /^-ms-/, - rdashAlpha = /-([\da-z])/gi, - - // Used by jQuery.camelCase as callback to replace() - fcamelCase = function( all, letter ) { - return letter.toUpperCase(); - }; - -jQuery.fn = jQuery.prototype = { - // The current version of jQuery being used - jquery: version, - - constructor: jQuery, - - // Start with an empty selector - selector: "", - - // The default length of a jQuery object is 0 - length: 0, - - toArray: function() { - return slice.call( this ); - }, - - // Get the Nth element in the matched element set OR - // Get the whole matched element set as a clean array - get: function( num ) { - return num != null ? - - // Return just the one element from the set - ( num < 0 ? this[ num + this.length ] : this[ num ] ) : - - // Return all the elements in a clean array - slice.call( this ); - }, - - // Take an array of elements and push it onto the stack - // (returning the new matched element set) - pushStack: function( elems ) { - - // Build a new jQuery matched element set - var ret = jQuery.merge( this.constructor(), elems ); - - // Add the old object onto the stack (as a reference) - ret.prevObject = this; - ret.context = this.context; - - // Return the newly-formed element set - return ret; - }, - - // Execute a callback for every element in the matched set. - // (You can seed the arguments with an array of args, but this is - // only used internally.) - each: function( callback, args ) { - return jQuery.each( this, callback, args ); - }, - - map: function( callback ) { - return this.pushStack( jQuery.map(this, function( elem, i ) { - return callback.call( elem, i, elem ); - })); - }, - - slice: function() { - return this.pushStack( slice.apply( this, arguments ) ); - }, - - first: function() { - return this.eq( 0 ); - }, - - last: function() { - return this.eq( -1 ); - }, - - eq: function( i ) { - var len = this.length, - j = +i + ( i < 0 ? len : 0 ); - return this.pushStack( j >= 0 && j < len ? [ this[j] ] : [] ); - }, - - end: function() { - return this.prevObject || this.constructor(null); - }, - - // For internal use only. - // Behaves like an Array's method, not like a jQuery method. - push: push, - sort: deletedIds.sort, - splice: deletedIds.splice -}; - -jQuery.extend = jQuery.fn.extend = function() { - var src, copyIsArray, copy, name, options, clone, - target = arguments[0] || {}, - i = 1, - length = arguments.length, - deep = false; - - // Handle a deep copy situation - if ( typeof target === "boolean" ) { - deep = target; - - // skip the boolean and the target - target = arguments[ i ] || {}; - i++; - } - - // Handle case when target is a string or something (possible in deep copy) - if ( typeof target !== "object" && !jQuery.isFunction(target) ) { - target = {}; - } - - // extend jQuery itself if only one argument is passed - if ( i === length ) { - target = this; - i--; - } - - for ( ; i < length; i++ ) { - // Only deal with non-null/undefined values - if ( (options = arguments[ i ]) != null ) { - // Extend the base object - for ( name in options ) { - src = target[ name ]; - copy = options[ name ]; - - // Prevent never-ending loop - if ( target === copy ) { - continue; - } - - // Recurse if we're merging plain objects or arrays - if ( deep && copy && ( jQuery.isPlainObject(copy) || (copyIsArray = jQuery.isArray(copy)) ) ) { - if ( copyIsArray ) { - copyIsArray = false; - clone = src && jQuery.isArray(src) ? src : []; - - } else { - clone = src && jQuery.isPlainObject(src) ? src : {}; - } - - // Never move original objects, clone them - target[ name ] = jQuery.extend( deep, clone, copy ); - - // Don't bring in undefined values - } else if ( copy !== undefined ) { - target[ name ] = copy; - } - } - } - } - - // Return the modified object - return target; -}; - -jQuery.extend({ - // Unique for each copy of jQuery on the page - expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ), - - // Assume jQuery is ready without the ready module - isReady: true, - - error: function( msg ) { - throw new Error( msg ); - }, - - noop: function() {}, - - // See test/unit/core.js for details concerning isFunction. - // Since version 1.3, DOM methods and functions like alert - // aren't supported. They return false on IE (#2968). - isFunction: function( obj ) { - return jQuery.type(obj) === "function"; - }, - - isArray: Array.isArray || function( obj ) { - return jQuery.type(obj) === "array"; - }, - - isWindow: function( obj ) { - /* jshint eqeqeq: false */ - return obj != null && obj == obj.window; - }, - - isNumeric: function( obj ) { - // parseFloat NaNs numeric-cast false positives (null|true|false|"") - // ...but misinterprets leading-number strings, particularly hex literals ("0x...") - // subtraction forces infinities to NaN - return !jQuery.isArray( obj ) && obj - parseFloat( obj ) >= 0; - }, - - isEmptyObject: function( obj ) { - var name; - for ( name in obj ) { - return false; - } - return true; - }, - - isPlainObject: function( obj ) { - var key; - - // Must be an Object. - // Because of IE, we also have to check the presence of the constructor property. - // Make sure that DOM nodes and window objects don't pass through, as well - if ( !obj || jQuery.type(obj) !== "object" || obj.nodeType || jQuery.isWindow( obj ) ) { - return false; - } - - try { - // Not own constructor property must be Object - if ( obj.constructor && - !hasOwn.call(obj, "constructor") && - !hasOwn.call(obj.constructor.prototype, "isPrototypeOf") ) { - return false; - } - } catch ( e ) { - // IE8,9 Will throw exceptions on certain host objects #9897 - return false; - } - - // Support: IE<9 - // Handle iteration over inherited properties before own properties. - if ( support.ownLast ) { - for ( key in obj ) { - return hasOwn.call( obj, key ); - } - } - - // Own properties are enumerated firstly, so to speed up, - // if last one is own, then all properties are own. - for ( key in obj ) {} - - return key === undefined || hasOwn.call( obj, key ); - }, - - type: function( obj ) { - if ( obj == null ) { - return obj + ""; - } - return typeof obj === "object" || typeof obj === "function" ? - class2type[ toString.call(obj) ] || "object" : - typeof obj; - }, - - // Evaluates a script in a global context - // Workarounds based on findings by Jim Driscoll - // http://weblogs.java.net/blog/driscoll/archive/2009/09/08/eval-javascript-global-context - globalEval: function( data ) { - if ( data && jQuery.trim( data ) ) { - // We use execScript on Internet Explorer - // We use an anonymous function so that context is window - // rather than jQuery in Firefox - ( window.execScript || function( data ) { - window[ "eval" ].call( window, data ); - } )( data ); - } - }, - - // Convert dashed to camelCase; used by the css and data modules - // Microsoft forgot to hump their vendor prefix (#9572) - camelCase: function( string ) { - return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase ); - }, - - nodeName: function( elem, name ) { - return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); - }, - - // args is for internal usage only - each: function( obj, callback, args ) { - var value, - i = 0, - length = obj.length, - isArray = isArraylike( obj ); - - if ( args ) { - if ( isArray ) { - for ( ; i < length; i++ ) { - value = callback.apply( obj[ i ], args ); - - if ( value === false ) { - break; - } - } - } else { - for ( i in obj ) { - value = callback.apply( obj[ i ], args ); - - if ( value === false ) { - break; - } - } - } - - // A special, fast, case for the most common use of each - } else { - if ( isArray ) { - for ( ; i < length; i++ ) { - value = callback.call( obj[ i ], i, obj[ i ] ); - - if ( value === false ) { - break; - } - } - } else { - for ( i in obj ) { - value = callback.call( obj[ i ], i, obj[ i ] ); - - if ( value === false ) { - break; - } - } - } - } - - return obj; - }, - - // Support: Android<4.1, IE<9 - trim: function( text ) { - return text == null ? - "" : - ( text + "" ).replace( rtrim, "" ); - }, - - // results is for internal usage only - makeArray: function( arr, results ) { - var ret = results || []; - - if ( arr != null ) { - if ( isArraylike( Object(arr) ) ) { - jQuery.merge( ret, - typeof arr === "string" ? - [ arr ] : arr - ); - } else { - push.call( ret, arr ); - } - } - - return ret; - }, - - inArray: function( elem, arr, i ) { - var len; - - if ( arr ) { - if ( indexOf ) { - return indexOf.call( arr, elem, i ); - } - - len = arr.length; - i = i ? i < 0 ? Math.max( 0, len + i ) : i : 0; - - for ( ; i < len; i++ ) { - // Skip accessing in sparse arrays - if ( i in arr && arr[ i ] === elem ) { - return i; - } - } - } - - return -1; - }, - - merge: function( first, second ) { - var len = +second.length, - j = 0, - i = first.length; - - while ( j < len ) { - first[ i++ ] = second[ j++ ]; - } - - // Support: IE<9 - // Workaround casting of .length to NaN on otherwise arraylike objects (e.g., NodeLists) - if ( len !== len ) { - while ( second[j] !== undefined ) { - first[ i++ ] = second[ j++ ]; - } - } - - first.length = i; - - return first; - }, - - grep: function( elems, callback, invert ) { - var callbackInverse, - matches = [], - i = 0, - length = elems.length, - callbackExpect = !invert; - - // Go through the array, only saving the items - // that pass the validator function - for ( ; i < length; i++ ) { - callbackInverse = !callback( elems[ i ], i ); - if ( callbackInverse !== callbackExpect ) { - matches.push( elems[ i ] ); - } - } - - return matches; - }, - - // arg is for internal usage only - map: function( elems, callback, arg ) { - var value, - i = 0, - length = elems.length, - isArray = isArraylike( elems ), - ret = []; - - // Go through the array, translating each of the items to their new values - if ( isArray ) { - for ( ; i < length; i++ ) { - value = callback( elems[ i ], i, arg ); - - if ( value != null ) { - ret.push( value ); - } - } - - // Go through every key on the object, - } else { - for ( i in elems ) { - value = callback( elems[ i ], i, arg ); - - if ( value != null ) { - ret.push( value ); - } - } - } - - // Flatten any nested arrays - return concat.apply( [], ret ); - }, - - // A global GUID counter for objects - guid: 1, - - // Bind a function to a context, optionally partially applying any - // arguments. - proxy: function( fn, context ) { - var args, proxy, tmp; - - if ( typeof context === "string" ) { - tmp = fn[ context ]; - context = fn; - fn = tmp; - } - - // Quick check to determine if target is callable, in the spec - // this throws a TypeError, but we will just return undefined. - if ( !jQuery.isFunction( fn ) ) { - return undefined; - } - - // Simulated bind - args = slice.call( arguments, 2 ); - proxy = function() { - return fn.apply( context || this, args.concat( slice.call( arguments ) ) ); - }; - - // Set the guid of unique handler to the same of original handler, so it can be removed - proxy.guid = fn.guid = fn.guid || jQuery.guid++; - - return proxy; - }, - - now: function() { - return +( new Date() ); - }, - - // jQuery.support is not used in Core but other projects attach their - // properties to it so it needs to exist. - support: support -}); - -// Populate the class2type map -jQuery.each("Boolean Number String Function Array Date RegExp Object Error".split(" "), function(i, name) { - class2type[ "[object " + name + "]" ] = name.toLowerCase(); -}); - -function isArraylike( obj ) { - var length = obj.length, - type = jQuery.type( obj ); - - if ( type === "function" || jQuery.isWindow( obj ) ) { - return false; - } - - if ( obj.nodeType === 1 && length ) { - return true; - } - - return type === "array" || length === 0 || - typeof length === "number" && length > 0 && ( length - 1 ) in obj; -} -var Sizzle = -/*! - * Sizzle CSS Selector Engine v1.10.19 - * http://sizzlejs.com/ - * - * Copyright 2013 jQuery Foundation, Inc. and other contributors - * Released under the MIT license - * http://jquery.org/license - * - * Date: 2014-04-18 - */ -(function( window ) { - -var i, - support, - Expr, - getText, - isXML, - tokenize, - compile, - select, - outermostContext, - sortInput, - hasDuplicate, - - // Local document vars - setDocument, - document, - docElem, - documentIsHTML, - rbuggyQSA, - rbuggyMatches, - matches, - contains, - - // Instance-specific data - expando = "sizzle" + -(new Date()), - preferredDoc = window.document, - dirruns = 0, - done = 0, - classCache = createCache(), - tokenCache = createCache(), - compilerCache = createCache(), - sortOrder = function( a, b ) { - if ( a === b ) { - hasDuplicate = true; - } - return 0; - }, - - // General-purpose constants - strundefined = typeof undefined, - MAX_NEGATIVE = 1 << 31, - - // Instance methods - hasOwn = ({}).hasOwnProperty, - arr = [], - pop = arr.pop, - push_native = arr.push, - push = arr.push, - slice = arr.slice, - // Use a stripped-down indexOf if we can't use a native one - indexOf = arr.indexOf || function( elem ) { - var i = 0, - len = this.length; - for ( ; i < len; i++ ) { - if ( this[i] === elem ) { - return i; - } - } - return -1; - }, - - booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped", - - // Regular expressions - - // Whitespace characters http://www.w3.org/TR/css3-selectors/#whitespace - whitespace = "[\\x20\\t\\r\\n\\f]", - // http://www.w3.org/TR/css3-syntax/#characters - characterEncoding = "(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+", - - // Loosely modeled on CSS identifier characters - // An unquoted value should be a CSS identifier http://www.w3.org/TR/css3-selectors/#attribute-selectors - // Proper syntax: http://www.w3.org/TR/CSS21/syndata.html#value-def-identifier - identifier = characterEncoding.replace( "w", "w#" ), - - // Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors - attributes = "\\[" + whitespace + "*(" + characterEncoding + ")(?:" + whitespace + - // Operator (capture 2) - "*([*^$|!~]?=)" + whitespace + - // "Attribute values must be CSS identifiers [capture 5] or strings [capture 3 or capture 4]" - "*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" + whitespace + - "*\\]", - - pseudos = ":(" + characterEncoding + ")(?:\\((" + - // To reduce the number of selectors needing tokenize in the preFilter, prefer arguments: - // 1. quoted (capture 3; capture 4 or capture 5) - "('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" + - // 2. simple (capture 6) - "((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" + - // 3. anything else (capture 2) - ".*" + - ")\\)|)", - - // Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter - rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" + whitespace + "+$", "g" ), - - rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ), - rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace + "*" ), - - rattributeQuotes = new RegExp( "=" + whitespace + "*([^\\]'\"]*?)" + whitespace + "*\\]", "g" ), - - rpseudo = new RegExp( pseudos ), - ridentifier = new RegExp( "^" + identifier + "$" ), - - matchExpr = { - "ID": new RegExp( "^#(" + characterEncoding + ")" ), - "CLASS": new RegExp( "^\\.(" + characterEncoding + ")" ), - "TAG": new RegExp( "^(" + characterEncoding.replace( "w", "w*" ) + ")" ), - "ATTR": new RegExp( "^" + attributes ), - "PSEUDO": new RegExp( "^" + pseudos ), - "CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" + whitespace + - "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" + whitespace + - "*(\\d+)|))" + whitespace + "*\\)|)", "i" ), - "bool": new RegExp( "^(?:" + booleans + ")$", "i" ), - // For use in libraries implementing .is() - // We use this for POS matching in `select` - "needsContext": new RegExp( "^" + whitespace + "*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + - whitespace + "*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" ) - }, - - rinputs = /^(?:input|select|textarea|button)$/i, - rheader = /^h\d$/i, - - rnative = /^[^{]+\{\s*\[native \w/, - - // Easily-parseable/retrievable ID or TAG or CLASS selectors - rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/, - - rsibling = /[+~]/, - rescape = /'|\\/g, - - // CSS escapes http://www.w3.org/TR/CSS21/syndata.html#escaped-characters - runescape = new RegExp( "\\\\([\\da-f]{1,6}" + whitespace + "?|(" + whitespace + ")|.)", "ig" ), - funescape = function( _, escaped, escapedWhitespace ) { - var high = "0x" + escaped - 0x10000; - // NaN means non-codepoint - // Support: Firefox<24 - // Workaround erroneous numeric interpretation of +"0x" - return high !== high || escapedWhitespace ? - escaped : - high < 0 ? - // BMP codepoint - String.fromCharCode( high + 0x10000 ) : - // Supplemental Plane codepoint (surrogate pair) - String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 ); - }; - -// Optimize for push.apply( _, NodeList ) -try { - push.apply( - (arr = slice.call( preferredDoc.childNodes )), - preferredDoc.childNodes - ); - // Support: Android<4.0 - // Detect silently failing push.apply - arr[ preferredDoc.childNodes.length ].nodeType; -} catch ( e ) { - push = { apply: arr.length ? - - // Leverage slice if possible - function( target, els ) { - push_native.apply( target, slice.call(els) ); - } : - - // Support: IE<9 - // Otherwise append directly - function( target, els ) { - var j = target.length, - i = 0; - // Can't trust NodeList.length - while ( (target[j++] = els[i++]) ) {} - target.length = j - 1; - } - }; -} - -function Sizzle( selector, context, results, seed ) { - var match, elem, m, nodeType, - // QSA vars - i, groups, old, nid, newContext, newSelector; - - if ( ( context ? context.ownerDocument || context : preferredDoc ) !== document ) { - setDocument( context ); - } - - context = context || document; - results = results || []; - - if ( !selector || typeof selector !== "string" ) { - return results; - } - - if ( (nodeType = context.nodeType) !== 1 && nodeType !== 9 ) { - return []; - } - - if ( documentIsHTML && !seed ) { - - // Shortcuts - if ( (match = rquickExpr.exec( selector )) ) { - // Speed-up: Sizzle("#ID") - if ( (m = match[1]) ) { - if ( nodeType === 9 ) { - elem = context.getElementById( m ); - // Check parentNode to catch when Blackberry 4.6 returns - // nodes that are no longer in the document (jQuery #6963) - if ( elem && elem.parentNode ) { - // Handle the case where IE, Opera, and Webkit return items - // by name instead of ID - if ( elem.id === m ) { - results.push( elem ); - return results; - } - } else { - return results; - } - } else { - // Context is not a document - if ( context.ownerDocument && (elem = context.ownerDocument.getElementById( m )) && - contains( context, elem ) && elem.id === m ) { - results.push( elem ); - return results; - } - } - - // Speed-up: Sizzle("TAG") - } else if ( match[2] ) { - push.apply( results, context.getElementsByTagName( selector ) ); - return results; - - // Speed-up: Sizzle(".CLASS") - } else if ( (m = match[3]) && support.getElementsByClassName && context.getElementsByClassName ) { - push.apply( results, context.getElementsByClassName( m ) ); - return results; - } - } - - // QSA path - if ( support.qsa && (!rbuggyQSA || !rbuggyQSA.test( selector )) ) { - nid = old = expando; - newContext = context; - newSelector = nodeType === 9 && selector; - - // qSA works strangely on Element-rooted queries - // We can work around this by specifying an extra ID on the root - // and working up from there (Thanks to Andrew Dupont for the technique) - // IE 8 doesn't work on object elements - if ( nodeType === 1 && context.nodeName.toLowerCase() !== "object" ) { - groups = tokenize( selector ); - - if ( (old = context.getAttribute("id")) ) { - nid = old.replace( rescape, "\\$&" ); - } else { - context.setAttribute( "id", nid ); - } - nid = "[id='" + nid + "'] "; - - i = groups.length; - while ( i-- ) { - groups[i] = nid + toSelector( groups[i] ); - } - newContext = rsibling.test( selector ) && testContext( context.parentNode ) || context; - newSelector = groups.join(","); - } - - if ( newSelector ) { - try { - push.apply( results, - newContext.querySelectorAll( newSelector ) - ); - return results; - } catch(qsaError) { - } finally { - if ( !old ) { - context.removeAttribute("id"); - } - } - } - } - } - - // All others - return select( selector.replace( rtrim, "$1" ), context, results, seed ); -} - -/** - * Create key-value caches of limited size - * @returns {Function(string, Object)} Returns the Object data after storing it on itself with - * property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength) - * deleting the oldest entry - */ -function createCache() { - var keys = []; - - function cache( key, value ) { - // Use (key + " ") to avoid collision with native prototype properties (see Issue #157) - if ( keys.push( key + " " ) > Expr.cacheLength ) { - // Only keep the most recent entries - delete cache[ keys.shift() ]; - } - return (cache[ key + " " ] = value); - } - return cache; -} - -/** - * Mark a function for special use by Sizzle - * @param {Function} fn The function to mark - */ -function markFunction( fn ) { - fn[ expando ] = true; - return fn; -} - -/** - * Support testing using an element - * @param {Function} fn Passed the created div and expects a boolean result - */ -function assert( fn ) { - var div = document.createElement("div"); - - try { - return !!fn( div ); - } catch (e) { - return false; - } finally { - // Remove from its parent by default - if ( div.parentNode ) { - div.parentNode.removeChild( div ); - } - // release memory in IE - div = null; - } -} - -/** - * Adds the same handler for all of the specified attrs - * @param {String} attrs Pipe-separated list of attributes - * @param {Function} handler The method that will be applied - */ -function addHandle( attrs, handler ) { - var arr = attrs.split("|"), - i = attrs.length; - - while ( i-- ) { - Expr.attrHandle[ arr[i] ] = handler; - } -} - -/** - * Checks document order of two siblings - * @param {Element} a - * @param {Element} b - * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b - */ -function siblingCheck( a, b ) { - var cur = b && a, - diff = cur && a.nodeType === 1 && b.nodeType === 1 && - ( ~b.sourceIndex || MAX_NEGATIVE ) - - ( ~a.sourceIndex || MAX_NEGATIVE ); - - // Use IE sourceIndex if available on both nodes - if ( diff ) { - return diff; - } - - // Check if b follows a - if ( cur ) { - while ( (cur = cur.nextSibling) ) { - if ( cur === b ) { - return -1; - } - } - } - - return a ? 1 : -1; -} - -/** - * Returns a function to use in pseudos for input types - * @param {String} type - */ -function createInputPseudo( type ) { - return function( elem ) { - var name = elem.nodeName.toLowerCase(); - return name === "input" && elem.type === type; - }; -} - -/** - * Returns a function to use in pseudos for buttons - * @param {String} type - */ -function createButtonPseudo( type ) { - return function( elem ) { - var name = elem.nodeName.toLowerCase(); - return (name === "input" || name === "button") && elem.type === type; - }; -} - -/** - * Returns a function to use in pseudos for positionals - * @param {Function} fn - */ -function createPositionalPseudo( fn ) { - return markFunction(function( argument ) { - argument = +argument; - return markFunction(function( seed, matches ) { - var j, - matchIndexes = fn( [], seed.length, argument ), - i = matchIndexes.length; - - // Match elements found at the specified indexes - while ( i-- ) { - if ( seed[ (j = matchIndexes[i]) ] ) { - seed[j] = !(matches[j] = seed[j]); - } - } - }); - }); -} - -/** - * Checks a node for validity as a Sizzle context - * @param {Element|Object=} context - * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value - */ -function testContext( context ) { - return context && typeof context.getElementsByTagName !== strundefined && context; -} - -// Expose support vars for convenience -support = Sizzle.support = {}; - -/** - * Detects XML nodes - * @param {Element|Object} elem An element or a document - * @returns {Boolean} True iff elem is a non-HTML XML node - */ -isXML = Sizzle.isXML = function( elem ) { - // documentElement is verified for cases where it doesn't yet exist - // (such as loading iframes in IE - #4833) - var documentElement = elem && (elem.ownerDocument || elem).documentElement; - return documentElement ? documentElement.nodeName !== "HTML" : false; -}; - -/** - * Sets document-related variables once based on the current document - * @param {Element|Object} [doc] An element or document object to use to set the document - * @returns {Object} Returns the current document - */ -setDocument = Sizzle.setDocument = function( node ) { - var hasCompare, - doc = node ? node.ownerDocument || node : preferredDoc, - parent = doc.defaultView; - - // If no document and documentElement is available, return - if ( doc === document || doc.nodeType !== 9 || !doc.documentElement ) { - return document; - } - - // Set our document - document = doc; - docElem = doc.documentElement; - - // Support tests - documentIsHTML = !isXML( doc ); - - // Support: IE>8 - // If iframe document is assigned to "document" variable and if iframe has been reloaded, - // IE will throw "permission denied" error when accessing "document" variable, see jQuery #13936 - // IE6-8 do not support the defaultView property so parent will be undefined - if ( parent && parent !== parent.top ) { - // IE11 does not have attachEvent, so all must suffer - if ( parent.addEventListener ) { - parent.addEventListener( "unload", function() { - setDocument(); - }, false ); - } else if ( parent.attachEvent ) { - parent.attachEvent( "onunload", function() { - setDocument(); - }); - } - } - - /* Attributes - ---------------------------------------------------------------------- */ - - // Support: IE<8 - // Verify that getAttribute really returns attributes and not properties (excepting IE8 booleans) - support.attributes = assert(function( div ) { - div.className = "i"; - return !div.getAttribute("className"); - }); - - /* getElement(s)By* - ---------------------------------------------------------------------- */ - - // Check if getElementsByTagName("*") returns only elements - support.getElementsByTagName = assert(function( div ) { - div.appendChild( doc.createComment("") ); - return !div.getElementsByTagName("*").length; - }); - - // Check if getElementsByClassName can be trusted - support.getElementsByClassName = rnative.test( doc.getElementsByClassName ) && assert(function( div ) { - div.innerHTML = "

"; - - // Support: Safari<4 - // Catch class over-caching - div.firstChild.className = "i"; - // Support: Opera<10 - // Catch gEBCN failure to find non-leading classes - return div.getElementsByClassName("i").length === 2; - }); - - // Support: IE<10 - // Check if getElementById returns elements by name - // The broken getElementById methods don't pick up programatically-set names, - // so use a roundabout getElementsByName test - support.getById = assert(function( div ) { - docElem.appendChild( div ).id = expando; - return !doc.getElementsByName || !doc.getElementsByName( expando ).length; - }); - - // ID find and filter - if ( support.getById ) { - Expr.find["ID"] = function( id, context ) { - if ( typeof context.getElementById !== strundefined && documentIsHTML ) { - var m = context.getElementById( id ); - // Check parentNode to catch when Blackberry 4.6 returns - // nodes that are no longer in the document #6963 - return m && m.parentNode ? [ m ] : []; - } - }; - Expr.filter["ID"] = function( id ) { - var attrId = id.replace( runescape, funescape ); - return function( elem ) { - return elem.getAttribute("id") === attrId; - }; - }; - } else { - // Support: IE6/7 - // getElementById is not reliable as a find shortcut - delete Expr.find["ID"]; - - Expr.filter["ID"] = function( id ) { - var attrId = id.replace( runescape, funescape ); - return function( elem ) { - var node = typeof elem.getAttributeNode !== strundefined && elem.getAttributeNode("id"); - return node && node.value === attrId; - }; - }; - } - - // Tag - Expr.find["TAG"] = support.getElementsByTagName ? - function( tag, context ) { - if ( typeof context.getElementsByTagName !== strundefined ) { - return context.getElementsByTagName( tag ); - } - } : - function( tag, context ) { - var elem, - tmp = [], - i = 0, - results = context.getElementsByTagName( tag ); - - // Filter out possible comments - if ( tag === "*" ) { - while ( (elem = results[i++]) ) { - if ( elem.nodeType === 1 ) { - tmp.push( elem ); - } - } - - return tmp; - } - return results; - }; - - // Class - Expr.find["CLASS"] = support.getElementsByClassName && function( className, context ) { - if ( typeof context.getElementsByClassName !== strundefined && documentIsHTML ) { - return context.getElementsByClassName( className ); - } - }; - - /* QSA/matchesSelector - ---------------------------------------------------------------------- */ - - // QSA and matchesSelector support - - // matchesSelector(:active) reports false when true (IE9/Opera 11.5) - rbuggyMatches = []; - - // qSa(:focus) reports false when true (Chrome 21) - // We allow this because of a bug in IE8/9 that throws an error - // whenever `document.activeElement` is accessed on an iframe - // So, we allow :focus to pass through QSA all the time to avoid the IE error - // See http://bugs.jquery.com/ticket/13378 - rbuggyQSA = []; - - if ( (support.qsa = rnative.test( doc.querySelectorAll )) ) { - // Build QSA regex - // Regex strategy adopted from Diego Perini - assert(function( div ) { - // Select is set to empty string on purpose - // This is to test IE's treatment of not explicitly - // setting a boolean content attribute, - // since its presence should be enough - // http://bugs.jquery.com/ticket/12359 - div.innerHTML = ""; - - // Support: IE8, Opera 11-12.16 - // Nothing should be selected when empty strings follow ^= or $= or *= - // The test attribute must be unknown in Opera but "safe" for WinRT - // http://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section - if ( div.querySelectorAll("[msallowclip^='']").length ) { - rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" ); - } - - // Support: IE8 - // Boolean attributes and "value" are not treated correctly - if ( !div.querySelectorAll("[selected]").length ) { - rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" ); - } - - // Webkit/Opera - :checked should return selected option elements - // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked - // IE8 throws error here and will not see later tests - if ( !div.querySelectorAll(":checked").length ) { - rbuggyQSA.push(":checked"); - } - }); - - assert(function( div ) { - // Support: Windows 8 Native Apps - // The type and name attributes are restricted during .innerHTML assignment - var input = doc.createElement("input"); - input.setAttribute( "type", "hidden" ); - div.appendChild( input ).setAttribute( "name", "D" ); - - // Support: IE8 - // Enforce case-sensitivity of name attribute - if ( div.querySelectorAll("[name=d]").length ) { - rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" ); - } - - // FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled) - // IE8 throws error here and will not see later tests - if ( !div.querySelectorAll(":enabled").length ) { - rbuggyQSA.push( ":enabled", ":disabled" ); - } - - // Opera 10-11 does not throw on post-comma invalid pseudos - div.querySelectorAll("*,:x"); - rbuggyQSA.push(",.*:"); - }); - } - - if ( (support.matchesSelector = rnative.test( (matches = docElem.matches || - docElem.webkitMatchesSelector || - docElem.mozMatchesSelector || - docElem.oMatchesSelector || - docElem.msMatchesSelector) )) ) { - - assert(function( div ) { - // Check to see if it's possible to do matchesSelector - // on a disconnected node (IE 9) - support.disconnectedMatch = matches.call( div, "div" ); - - // This should fail with an exception - // Gecko does not error, returns false instead - matches.call( div, "[s!='']:x" ); - rbuggyMatches.push( "!=", pseudos ); - }); - } - - rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join("|") ); - rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join("|") ); - - /* Contains - ---------------------------------------------------------------------- */ - hasCompare = rnative.test( docElem.compareDocumentPosition ); - - // Element contains another - // Purposefully does not implement inclusive descendent - // As in, an element does not contain itself - contains = hasCompare || rnative.test( docElem.contains ) ? - function( a, b ) { - var adown = a.nodeType === 9 ? a.documentElement : a, - bup = b && b.parentNode; - return a === bup || !!( bup && bup.nodeType === 1 && ( - adown.contains ? - adown.contains( bup ) : - a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16 - )); - } : - function( a, b ) { - if ( b ) { - while ( (b = b.parentNode) ) { - if ( b === a ) { - return true; - } - } - } - return false; - }; - - /* Sorting - ---------------------------------------------------------------------- */ - - // Document order sorting - sortOrder = hasCompare ? - function( a, b ) { - - // Flag for duplicate removal - if ( a === b ) { - hasDuplicate = true; - return 0; - } - - // Sort on method existence if only one input has compareDocumentPosition - var compare = !a.compareDocumentPosition - !b.compareDocumentPosition; - if ( compare ) { - return compare; - } - - // Calculate position if both inputs belong to the same document - compare = ( a.ownerDocument || a ) === ( b.ownerDocument || b ) ? - a.compareDocumentPosition( b ) : - - // Otherwise we know they are disconnected - 1; - - // Disconnected nodes - if ( compare & 1 || - (!support.sortDetached && b.compareDocumentPosition( a ) === compare) ) { - - // Choose the first element that is related to our preferred document - if ( a === doc || a.ownerDocument === preferredDoc && contains(preferredDoc, a) ) { - return -1; - } - if ( b === doc || b.ownerDocument === preferredDoc && contains(preferredDoc, b) ) { - return 1; - } - - // Maintain original order - return sortInput ? - ( indexOf.call( sortInput, a ) - indexOf.call( sortInput, b ) ) : - 0; - } - - return compare & 4 ? -1 : 1; - } : - function( a, b ) { - // Exit early if the nodes are identical - if ( a === b ) { - hasDuplicate = true; - return 0; - } - - var cur, - i = 0, - aup = a.parentNode, - bup = b.parentNode, - ap = [ a ], - bp = [ b ]; - - // Parentless nodes are either documents or disconnected - if ( !aup || !bup ) { - return a === doc ? -1 : - b === doc ? 1 : - aup ? -1 : - bup ? 1 : - sortInput ? - ( indexOf.call( sortInput, a ) - indexOf.call( sortInput, b ) ) : - 0; - - // If the nodes are siblings, we can do a quick check - } else if ( aup === bup ) { - return siblingCheck( a, b ); - } - - // Otherwise we need full lists of their ancestors for comparison - cur = a; - while ( (cur = cur.parentNode) ) { - ap.unshift( cur ); - } - cur = b; - while ( (cur = cur.parentNode) ) { - bp.unshift( cur ); - } - - // Walk down the tree looking for a discrepancy - while ( ap[i] === bp[i] ) { - i++; - } - - return i ? - // Do a sibling check if the nodes have a common ancestor - siblingCheck( ap[i], bp[i] ) : - - // Otherwise nodes in our document sort first - ap[i] === preferredDoc ? -1 : - bp[i] === preferredDoc ? 1 : - 0; - }; - - return doc; -}; - -Sizzle.matches = function( expr, elements ) { - return Sizzle( expr, null, null, elements ); -}; - -Sizzle.matchesSelector = function( elem, expr ) { - // Set document vars if needed - if ( ( elem.ownerDocument || elem ) !== document ) { - setDocument( elem ); - } - - // Make sure that attribute selectors are quoted - expr = expr.replace( rattributeQuotes, "='$1']" ); - - if ( support.matchesSelector && documentIsHTML && - ( !rbuggyMatches || !rbuggyMatches.test( expr ) ) && - ( !rbuggyQSA || !rbuggyQSA.test( expr ) ) ) { - - try { - var ret = matches.call( elem, expr ); - - // IE 9's matchesSelector returns false on disconnected nodes - if ( ret || support.disconnectedMatch || - // As well, disconnected nodes are said to be in a document - // fragment in IE 9 - elem.document && elem.document.nodeType !== 11 ) { - return ret; - } - } catch(e) {} - } - - return Sizzle( expr, document, null, [ elem ] ).length > 0; -}; - -Sizzle.contains = function( context, elem ) { - // Set document vars if needed - if ( ( context.ownerDocument || context ) !== document ) { - setDocument( context ); - } - return contains( context, elem ); -}; - -Sizzle.attr = function( elem, name ) { - // Set document vars if needed - if ( ( elem.ownerDocument || elem ) !== document ) { - setDocument( elem ); - } - - var fn = Expr.attrHandle[ name.toLowerCase() ], - // Don't get fooled by Object.prototype properties (jQuery #13807) - val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ? - fn( elem, name, !documentIsHTML ) : - undefined; - - return val !== undefined ? - val : - support.attributes || !documentIsHTML ? - elem.getAttribute( name ) : - (val = elem.getAttributeNode(name)) && val.specified ? - val.value : - null; -}; - -Sizzle.error = function( msg ) { - throw new Error( "Syntax error, unrecognized expression: " + msg ); -}; - -/** - * Document sorting and removing duplicates - * @param {ArrayLike} results - */ -Sizzle.uniqueSort = function( results ) { - var elem, - duplicates = [], - j = 0, - i = 0; - - // Unless we *know* we can detect duplicates, assume their presence - hasDuplicate = !support.detectDuplicates; - sortInput = !support.sortStable && results.slice( 0 ); - results.sort( sortOrder ); - - if ( hasDuplicate ) { - while ( (elem = results[i++]) ) { - if ( elem === results[ i ] ) { - j = duplicates.push( i ); - } - } - while ( j-- ) { - results.splice( duplicates[ j ], 1 ); - } - } - - // Clear input after sorting to release objects - // See https://github.com/jquery/sizzle/pull/225 - sortInput = null; - - return results; -}; - -/** - * Utility function for retrieving the text value of an array of DOM nodes - * @param {Array|Element} elem - */ -getText = Sizzle.getText = function( elem ) { - var node, - ret = "", - i = 0, - nodeType = elem.nodeType; - - if ( !nodeType ) { - // If no nodeType, this is expected to be an array - while ( (node = elem[i++]) ) { - // Do not traverse comment nodes - ret += getText( node ); - } - } else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) { - // Use textContent for elements - // innerText usage removed for consistency of new lines (jQuery #11153) - if ( typeof elem.textContent === "string" ) { - return elem.textContent; - } else { - // Traverse its children - for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { - ret += getText( elem ); - } - } - } else if ( nodeType === 3 || nodeType === 4 ) { - return elem.nodeValue; - } - // Do not include comment or processing instruction nodes - - return ret; -}; - -Expr = Sizzle.selectors = { - - // Can be adjusted by the user - cacheLength: 50, - - createPseudo: markFunction, - - match: matchExpr, - - attrHandle: {}, - - find: {}, - - relative: { - ">": { dir: "parentNode", first: true }, - " ": { dir: "parentNode" }, - "+": { dir: "previousSibling", first: true }, - "~": { dir: "previousSibling" } - }, - - preFilter: { - "ATTR": function( match ) { - match[1] = match[1].replace( runescape, funescape ); - - // Move the given value to match[3] whether quoted or unquoted - match[3] = ( match[3] || match[4] || match[5] || "" ).replace( runescape, funescape ); - - if ( match[2] === "~=" ) { - match[3] = " " + match[3] + " "; - } - - return match.slice( 0, 4 ); - }, - - "CHILD": function( match ) { - /* matches from matchExpr["CHILD"] - 1 type (only|nth|...) - 2 what (child|of-type) - 3 argument (even|odd|\d*|\d*n([+-]\d+)?|...) - 4 xn-component of xn+y argument ([+-]?\d*n|) - 5 sign of xn-component - 6 x of xn-component - 7 sign of y-component - 8 y of y-component - */ - match[1] = match[1].toLowerCase(); - - if ( match[1].slice( 0, 3 ) === "nth" ) { - // nth-* requires argument - if ( !match[3] ) { - Sizzle.error( match[0] ); - } - - // numeric x and y parameters for Expr.filter.CHILD - // remember that false/true cast respectively to 0/1 - match[4] = +( match[4] ? match[5] + (match[6] || 1) : 2 * ( match[3] === "even" || match[3] === "odd" ) ); - match[5] = +( ( match[7] + match[8] ) || match[3] === "odd" ); - - // other types prohibit arguments - } else if ( match[3] ) { - Sizzle.error( match[0] ); - } - - return match; - }, - - "PSEUDO": function( match ) { - var excess, - unquoted = !match[6] && match[2]; - - if ( matchExpr["CHILD"].test( match[0] ) ) { - return null; - } - - // Accept quoted arguments as-is - if ( match[3] ) { - match[2] = match[4] || match[5] || ""; - - // Strip excess characters from unquoted arguments - } else if ( unquoted && rpseudo.test( unquoted ) && - // Get excess from tokenize (recursively) - (excess = tokenize( unquoted, true )) && - // advance to the next closing parenthesis - (excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length) ) { - - // excess is a negative index - match[0] = match[0].slice( 0, excess ); - match[2] = unquoted.slice( 0, excess ); - } - - // Return only captures needed by the pseudo filter method (type and argument) - return match.slice( 0, 3 ); - } - }, - - filter: { - - "TAG": function( nodeNameSelector ) { - var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase(); - return nodeNameSelector === "*" ? - function() { return true; } : - function( elem ) { - return elem.nodeName && elem.nodeName.toLowerCase() === nodeName; - }; - }, - - "CLASS": function( className ) { - var pattern = classCache[ className + " " ]; - - return pattern || - (pattern = new RegExp( "(^|" + whitespace + ")" + className + "(" + whitespace + "|$)" )) && - classCache( className, function( elem ) { - return pattern.test( typeof elem.className === "string" && elem.className || typeof elem.getAttribute !== strundefined && elem.getAttribute("class") || "" ); - }); - }, - - "ATTR": function( name, operator, check ) { - return function( elem ) { - var result = Sizzle.attr( elem, name ); - - if ( result == null ) { - return operator === "!="; - } - if ( !operator ) { - return true; - } - - result += ""; - - return operator === "=" ? result === check : - operator === "!=" ? result !== check : - operator === "^=" ? check && result.indexOf( check ) === 0 : - operator === "*=" ? check && result.indexOf( check ) > -1 : - operator === "$=" ? check && result.slice( -check.length ) === check : - operator === "~=" ? ( " " + result + " " ).indexOf( check ) > -1 : - operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" : - false; - }; - }, - - "CHILD": function( type, what, argument, first, last ) { - var simple = type.slice( 0, 3 ) !== "nth", - forward = type.slice( -4 ) !== "last", - ofType = what === "of-type"; - - return first === 1 && last === 0 ? - - // Shortcut for :nth-*(n) - function( elem ) { - return !!elem.parentNode; - } : - - function( elem, context, xml ) { - var cache, outerCache, node, diff, nodeIndex, start, - dir = simple !== forward ? "nextSibling" : "previousSibling", - parent = elem.parentNode, - name = ofType && elem.nodeName.toLowerCase(), - useCache = !xml && !ofType; - - if ( parent ) { - - // :(first|last|only)-(child|of-type) - if ( simple ) { - while ( dir ) { - node = elem; - while ( (node = node[ dir ]) ) { - if ( ofType ? node.nodeName.toLowerCase() === name : node.nodeType === 1 ) { - return false; - } - } - // Reverse direction for :only-* (if we haven't yet done so) - start = dir = type === "only" && !start && "nextSibling"; - } - return true; - } - - start = [ forward ? parent.firstChild : parent.lastChild ]; - - // non-xml :nth-child(...) stores cache data on `parent` - if ( forward && useCache ) { - // Seek `elem` from a previously-cached index - outerCache = parent[ expando ] || (parent[ expando ] = {}); - cache = outerCache[ type ] || []; - nodeIndex = cache[0] === dirruns && cache[1]; - diff = cache[0] === dirruns && cache[2]; - node = nodeIndex && parent.childNodes[ nodeIndex ]; - - while ( (node = ++nodeIndex && node && node[ dir ] || - - // Fallback to seeking `elem` from the start - (diff = nodeIndex = 0) || start.pop()) ) { - - // When found, cache indexes on `parent` and break - if ( node.nodeType === 1 && ++diff && node === elem ) { - outerCache[ type ] = [ dirruns, nodeIndex, diff ]; - break; - } - } - - // Use previously-cached element index if available - } else if ( useCache && (cache = (elem[ expando ] || (elem[ expando ] = {}))[ type ]) && cache[0] === dirruns ) { - diff = cache[1]; - - // xml :nth-child(...) or :nth-last-child(...) or :nth(-last)?-of-type(...) - } else { - // Use the same loop as above to seek `elem` from the start - while ( (node = ++nodeIndex && node && node[ dir ] || - (diff = nodeIndex = 0) || start.pop()) ) { - - if ( ( ofType ? node.nodeName.toLowerCase() === name : node.nodeType === 1 ) && ++diff ) { - // Cache the index of each encountered element - if ( useCache ) { - (node[ expando ] || (node[ expando ] = {}))[ type ] = [ dirruns, diff ]; - } - - if ( node === elem ) { - break; - } - } - } - } - - // Incorporate the offset, then check against cycle size - diff -= last; - return diff === first || ( diff % first === 0 && diff / first >= 0 ); - } - }; - }, - - "PSEUDO": function( pseudo, argument ) { - // pseudo-class names are case-insensitive - // http://www.w3.org/TR/selectors/#pseudo-classes - // Prioritize by case sensitivity in case custom pseudos are added with uppercase letters - // Remember that setFilters inherits from pseudos - var args, - fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] || - Sizzle.error( "unsupported pseudo: " + pseudo ); - - // The user may use createPseudo to indicate that - // arguments are needed to create the filter function - // just as Sizzle does - if ( fn[ expando ] ) { - return fn( argument ); - } - - // But maintain support for old signatures - if ( fn.length > 1 ) { - args = [ pseudo, pseudo, "", argument ]; - return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ? - markFunction(function( seed, matches ) { - var idx, - matched = fn( seed, argument ), - i = matched.length; - while ( i-- ) { - idx = indexOf.call( seed, matched[i] ); - seed[ idx ] = !( matches[ idx ] = matched[i] ); - } - }) : - function( elem ) { - return fn( elem, 0, args ); - }; - } - - return fn; - } - }, - - pseudos: { - // Potentially complex pseudos - "not": markFunction(function( selector ) { - // Trim the selector passed to compile - // to avoid treating leading and trailing - // spaces as combinators - var input = [], - results = [], - matcher = compile( selector.replace( rtrim, "$1" ) ); - - return matcher[ expando ] ? - markFunction(function( seed, matches, context, xml ) { - var elem, - unmatched = matcher( seed, null, xml, [] ), - i = seed.length; - - // Match elements unmatched by `matcher` - while ( i-- ) { - if ( (elem = unmatched[i]) ) { - seed[i] = !(matches[i] = elem); - } - } - }) : - function( elem, context, xml ) { - input[0] = elem; - matcher( input, null, xml, results ); - return !results.pop(); - }; - }), - - "has": markFunction(function( selector ) { - return function( elem ) { - return Sizzle( selector, elem ).length > 0; - }; - }), - - "contains": markFunction(function( text ) { - return function( elem ) { - return ( elem.textContent || elem.innerText || getText( elem ) ).indexOf( text ) > -1; - }; - }), - - // "Whether an element is represented by a :lang() selector - // is based solely on the element's language value - // being equal to the identifier C, - // or beginning with the identifier C immediately followed by "-". - // The matching of C against the element's language value is performed case-insensitively. - // The identifier C does not have to be a valid language name." - // http://www.w3.org/TR/selectors/#lang-pseudo - "lang": markFunction( function( lang ) { - // lang value must be a valid identifier - if ( !ridentifier.test(lang || "") ) { - Sizzle.error( "unsupported lang: " + lang ); - } - lang = lang.replace( runescape, funescape ).toLowerCase(); - return function( elem ) { - var elemLang; - do { - if ( (elemLang = documentIsHTML ? - elem.lang : - elem.getAttribute("xml:lang") || elem.getAttribute("lang")) ) { - - elemLang = elemLang.toLowerCase(); - return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0; - } - } while ( (elem = elem.parentNode) && elem.nodeType === 1 ); - return false; - }; - }), - - // Miscellaneous - "target": function( elem ) { - var hash = window.location && window.location.hash; - return hash && hash.slice( 1 ) === elem.id; - }, - - "root": function( elem ) { - return elem === docElem; - }, - - "focus": function( elem ) { - return elem === document.activeElement && (!document.hasFocus || document.hasFocus()) && !!(elem.type || elem.href || ~elem.tabIndex); - }, - - // Boolean properties - "enabled": function( elem ) { - return elem.disabled === false; - }, - - "disabled": function( elem ) { - return elem.disabled === true; - }, - - "checked": function( elem ) { - // In CSS3, :checked should return both checked and selected elements - // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked - var nodeName = elem.nodeName.toLowerCase(); - return (nodeName === "input" && !!elem.checked) || (nodeName === "option" && !!elem.selected); - }, - - "selected": function( elem ) { - // Accessing this property makes selected-by-default - // options in Safari work properly - if ( elem.parentNode ) { - elem.parentNode.selectedIndex; - } - - return elem.selected === true; - }, - - // Contents - "empty": function( elem ) { - // http://www.w3.org/TR/selectors/#empty-pseudo - // :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5), - // but not by others (comment: 8; processing instruction: 7; etc.) - // nodeType < 6 works because attributes (2) do not appear as children - for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { - if ( elem.nodeType < 6 ) { - return false; - } - } - return true; - }, - - "parent": function( elem ) { - return !Expr.pseudos["empty"]( elem ); - }, - - // Element/input types - "header": function( elem ) { - return rheader.test( elem.nodeName ); - }, - - "input": function( elem ) { - return rinputs.test( elem.nodeName ); - }, - - "button": function( elem ) { - var name = elem.nodeName.toLowerCase(); - return name === "input" && elem.type === "button" || name === "button"; - }, - - "text": function( elem ) { - var attr; - return elem.nodeName.toLowerCase() === "input" && - elem.type === "text" && - - // Support: IE<8 - // New HTML5 attribute values (e.g., "search") appear with elem.type === "text" - ( (attr = elem.getAttribute("type")) == null || attr.toLowerCase() === "text" ); - }, - - // Position-in-collection - "first": createPositionalPseudo(function() { - return [ 0 ]; - }), - - "last": createPositionalPseudo(function( matchIndexes, length ) { - return [ length - 1 ]; - }), - - "eq": createPositionalPseudo(function( matchIndexes, length, argument ) { - return [ argument < 0 ? argument + length : argument ]; - }), - - "even": createPositionalPseudo(function( matchIndexes, length ) { - var i = 0; - for ( ; i < length; i += 2 ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "odd": createPositionalPseudo(function( matchIndexes, length ) { - var i = 1; - for ( ; i < length; i += 2 ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "lt": createPositionalPseudo(function( matchIndexes, length, argument ) { - var i = argument < 0 ? argument + length : argument; - for ( ; --i >= 0; ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "gt": createPositionalPseudo(function( matchIndexes, length, argument ) { - var i = argument < 0 ? argument + length : argument; - for ( ; ++i < length; ) { - matchIndexes.push( i ); - } - return matchIndexes; - }) - } -}; - -Expr.pseudos["nth"] = Expr.pseudos["eq"]; - -// Add button/input type pseudos -for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) { - Expr.pseudos[ i ] = createInputPseudo( i ); -} -for ( i in { submit: true, reset: true } ) { - Expr.pseudos[ i ] = createButtonPseudo( i ); -} - -// Easy API for creating new setFilters -function setFilters() {} -setFilters.prototype = Expr.filters = Expr.pseudos; -Expr.setFilters = new setFilters(); - -tokenize = Sizzle.tokenize = function( selector, parseOnly ) { - var matched, match, tokens, type, - soFar, groups, preFilters, - cached = tokenCache[ selector + " " ]; - - if ( cached ) { - return parseOnly ? 0 : cached.slice( 0 ); - } - - soFar = selector; - groups = []; - preFilters = Expr.preFilter; - - while ( soFar ) { - - // Comma and first run - if ( !matched || (match = rcomma.exec( soFar )) ) { - if ( match ) { - // Don't consume trailing commas as valid - soFar = soFar.slice( match[0].length ) || soFar; - } - groups.push( (tokens = []) ); - } - - matched = false; - - // Combinators - if ( (match = rcombinators.exec( soFar )) ) { - matched = match.shift(); - tokens.push({ - value: matched, - // Cast descendant combinators to space - type: match[0].replace( rtrim, " " ) - }); - soFar = soFar.slice( matched.length ); - } - - // Filters - for ( type in Expr.filter ) { - if ( (match = matchExpr[ type ].exec( soFar )) && (!preFilters[ type ] || - (match = preFilters[ type ]( match ))) ) { - matched = match.shift(); - tokens.push({ - value: matched, - type: type, - matches: match - }); - soFar = soFar.slice( matched.length ); - } - } - - if ( !matched ) { - break; - } - } - - // Return the length of the invalid excess - // if we're just parsing - // Otherwise, throw an error or return tokens - return parseOnly ? - soFar.length : - soFar ? - Sizzle.error( selector ) : - // Cache the tokens - tokenCache( selector, groups ).slice( 0 ); -}; - -function toSelector( tokens ) { - var i = 0, - len = tokens.length, - selector = ""; - for ( ; i < len; i++ ) { - selector += tokens[i].value; - } - return selector; -} - -function addCombinator( matcher, combinator, base ) { - var dir = combinator.dir, - checkNonElements = base && dir === "parentNode", - doneName = done++; - - return combinator.first ? - // Check against closest ancestor/preceding element - function( elem, context, xml ) { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - return matcher( elem, context, xml ); - } - } - } : - - // Check against all ancestor/preceding elements - function( elem, context, xml ) { - var oldCache, outerCache, - newCache = [ dirruns, doneName ]; - - // We can't set arbitrary data on XML nodes, so they don't benefit from dir caching - if ( xml ) { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - if ( matcher( elem, context, xml ) ) { - return true; - } - } - } - } else { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - outerCache = elem[ expando ] || (elem[ expando ] = {}); - if ( (oldCache = outerCache[ dir ]) && - oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) { - - // Assign to newCache so results back-propagate to previous elements - return (newCache[ 2 ] = oldCache[ 2 ]); - } else { - // Reuse newcache so results back-propagate to previous elements - outerCache[ dir ] = newCache; - - // A match means we're done; a fail means we have to keep checking - if ( (newCache[ 2 ] = matcher( elem, context, xml )) ) { - return true; - } - } - } - } - } - }; -} - -function elementMatcher( matchers ) { - return matchers.length > 1 ? - function( elem, context, xml ) { - var i = matchers.length; - while ( i-- ) { - if ( !matchers[i]( elem, context, xml ) ) { - return false; - } - } - return true; - } : - matchers[0]; -} - -function multipleContexts( selector, contexts, results ) { - var i = 0, - len = contexts.length; - for ( ; i < len; i++ ) { - Sizzle( selector, contexts[i], results ); - } - return results; -} - -function condense( unmatched, map, filter, context, xml ) { - var elem, - newUnmatched = [], - i = 0, - len = unmatched.length, - mapped = map != null; - - for ( ; i < len; i++ ) { - if ( (elem = unmatched[i]) ) { - if ( !filter || filter( elem, context, xml ) ) { - newUnmatched.push( elem ); - if ( mapped ) { - map.push( i ); - } - } - } - } - - return newUnmatched; -} - -function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) { - if ( postFilter && !postFilter[ expando ] ) { - postFilter = setMatcher( postFilter ); - } - if ( postFinder && !postFinder[ expando ] ) { - postFinder = setMatcher( postFinder, postSelector ); - } - return markFunction(function( seed, results, context, xml ) { - var temp, i, elem, - preMap = [], - postMap = [], - preexisting = results.length, - - // Get initial elements from seed or context - elems = seed || multipleContexts( selector || "*", context.nodeType ? [ context ] : context, [] ), - - // Prefilter to get matcher input, preserving a map for seed-results synchronization - matcherIn = preFilter && ( seed || !selector ) ? - condense( elems, preMap, preFilter, context, xml ) : - elems, - - matcherOut = matcher ? - // If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results, - postFinder || ( seed ? preFilter : preexisting || postFilter ) ? - - // ...intermediate processing is necessary - [] : - - // ...otherwise use results directly - results : - matcherIn; - - // Find primary matches - if ( matcher ) { - matcher( matcherIn, matcherOut, context, xml ); - } - - // Apply postFilter - if ( postFilter ) { - temp = condense( matcherOut, postMap ); - postFilter( temp, [], context, xml ); - - // Un-match failing elements by moving them back to matcherIn - i = temp.length; - while ( i-- ) { - if ( (elem = temp[i]) ) { - matcherOut[ postMap[i] ] = !(matcherIn[ postMap[i] ] = elem); - } - } - } - - if ( seed ) { - if ( postFinder || preFilter ) { - if ( postFinder ) { - // Get the final matcherOut by condensing this intermediate into postFinder contexts - temp = []; - i = matcherOut.length; - while ( i-- ) { - if ( (elem = matcherOut[i]) ) { - // Restore matcherIn since elem is not yet a final match - temp.push( (matcherIn[i] = elem) ); - } - } - postFinder( null, (matcherOut = []), temp, xml ); - } - - // Move matched elements from seed to results to keep them synchronized - i = matcherOut.length; - while ( i-- ) { - if ( (elem = matcherOut[i]) && - (temp = postFinder ? indexOf.call( seed, elem ) : preMap[i]) > -1 ) { - - seed[temp] = !(results[temp] = elem); - } - } - } - - // Add elements to results, through postFinder if defined - } else { - matcherOut = condense( - matcherOut === results ? - matcherOut.splice( preexisting, matcherOut.length ) : - matcherOut - ); - if ( postFinder ) { - postFinder( null, results, matcherOut, xml ); - } else { - push.apply( results, matcherOut ); - } - } - }); -} - -function matcherFromTokens( tokens ) { - var checkContext, matcher, j, - len = tokens.length, - leadingRelative = Expr.relative[ tokens[0].type ], - implicitRelative = leadingRelative || Expr.relative[" "], - i = leadingRelative ? 1 : 0, - - // The foundational matcher ensures that elements are reachable from top-level context(s) - matchContext = addCombinator( function( elem ) { - return elem === checkContext; - }, implicitRelative, true ), - matchAnyContext = addCombinator( function( elem ) { - return indexOf.call( checkContext, elem ) > -1; - }, implicitRelative, true ), - matchers = [ function( elem, context, xml ) { - return ( !leadingRelative && ( xml || context !== outermostContext ) ) || ( - (checkContext = context).nodeType ? - matchContext( elem, context, xml ) : - matchAnyContext( elem, context, xml ) ); - } ]; - - for ( ; i < len; i++ ) { - if ( (matcher = Expr.relative[ tokens[i].type ]) ) { - matchers = [ addCombinator(elementMatcher( matchers ), matcher) ]; - } else { - matcher = Expr.filter[ tokens[i].type ].apply( null, tokens[i].matches ); - - // Return special upon seeing a positional matcher - if ( matcher[ expando ] ) { - // Find the next relative operator (if any) for proper handling - j = ++i; - for ( ; j < len; j++ ) { - if ( Expr.relative[ tokens[j].type ] ) { - break; - } - } - return setMatcher( - i > 1 && elementMatcher( matchers ), - i > 1 && toSelector( - // If the preceding token was a descendant combinator, insert an implicit any-element `*` - tokens.slice( 0, i - 1 ).concat({ value: tokens[ i - 2 ].type === " " ? "*" : "" }) - ).replace( rtrim, "$1" ), - matcher, - i < j && matcherFromTokens( tokens.slice( i, j ) ), - j < len && matcherFromTokens( (tokens = tokens.slice( j )) ), - j < len && toSelector( tokens ) - ); - } - matchers.push( matcher ); - } - } - - return elementMatcher( matchers ); -} - -function matcherFromGroupMatchers( elementMatchers, setMatchers ) { - var bySet = setMatchers.length > 0, - byElement = elementMatchers.length > 0, - superMatcher = function( seed, context, xml, results, outermost ) { - var elem, j, matcher, - matchedCount = 0, - i = "0", - unmatched = seed && [], - setMatched = [], - contextBackup = outermostContext, - // We must always have either seed elements or outermost context - elems = seed || byElement && Expr.find["TAG"]( "*", outermost ), - // Use integer dirruns iff this is the outermost matcher - dirrunsUnique = (dirruns += contextBackup == null ? 1 : Math.random() || 0.1), - len = elems.length; - - if ( outermost ) { - outermostContext = context !== document && context; - } - - // Add elements passing elementMatchers directly to results - // Keep `i` a string if there are no elements so `matchedCount` will be "00" below - // Support: IE<9, Safari - // Tolerate NodeList properties (IE: "length"; Safari: ) matching elements by id - for ( ; i !== len && (elem = elems[i]) != null; i++ ) { - if ( byElement && elem ) { - j = 0; - while ( (matcher = elementMatchers[j++]) ) { - if ( matcher( elem, context, xml ) ) { - results.push( elem ); - break; - } - } - if ( outermost ) { - dirruns = dirrunsUnique; - } - } - - // Track unmatched elements for set filters - if ( bySet ) { - // They will have gone through all possible matchers - if ( (elem = !matcher && elem) ) { - matchedCount--; - } - - // Lengthen the array for every element, matched or not - if ( seed ) { - unmatched.push( elem ); - } - } - } - - // Apply set filters to unmatched elements - matchedCount += i; - if ( bySet && i !== matchedCount ) { - j = 0; - while ( (matcher = setMatchers[j++]) ) { - matcher( unmatched, setMatched, context, xml ); - } - - if ( seed ) { - // Reintegrate element matches to eliminate the need for sorting - if ( matchedCount > 0 ) { - while ( i-- ) { - if ( !(unmatched[i] || setMatched[i]) ) { - setMatched[i] = pop.call( results ); - } - } - } - - // Discard index placeholder values to get only actual matches - setMatched = condense( setMatched ); - } - - // Add matches to results - push.apply( results, setMatched ); - - // Seedless set matches succeeding multiple successful matchers stipulate sorting - if ( outermost && !seed && setMatched.length > 0 && - ( matchedCount + setMatchers.length ) > 1 ) { - - Sizzle.uniqueSort( results ); - } - } - - // Override manipulation of globals by nested matchers - if ( outermost ) { - dirruns = dirrunsUnique; - outermostContext = contextBackup; - } - - return unmatched; - }; - - return bySet ? - markFunction( superMatcher ) : - superMatcher; -} - -compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) { - var i, - setMatchers = [], - elementMatchers = [], - cached = compilerCache[ selector + " " ]; - - if ( !cached ) { - // Generate a function of recursive functions that can be used to check each element - if ( !match ) { - match = tokenize( selector ); - } - i = match.length; - while ( i-- ) { - cached = matcherFromTokens( match[i] ); - if ( cached[ expando ] ) { - setMatchers.push( cached ); - } else { - elementMatchers.push( cached ); - } - } - - // Cache the compiled function - cached = compilerCache( selector, matcherFromGroupMatchers( elementMatchers, setMatchers ) ); - - // Save selector and tokenization - cached.selector = selector; - } - return cached; -}; - -/** - * A low-level selection function that works with Sizzle's compiled - * selector functions - * @param {String|Function} selector A selector or a pre-compiled - * selector function built with Sizzle.compile - * @param {Element} context - * @param {Array} [results] - * @param {Array} [seed] A set of elements to match against - */ -select = Sizzle.select = function( selector, context, results, seed ) { - var i, tokens, token, type, find, - compiled = typeof selector === "function" && selector, - match = !seed && tokenize( (selector = compiled.selector || selector) ); - - results = results || []; - - // Try to minimize operations if there is no seed and only one group - if ( match.length === 1 ) { - - // Take a shortcut and set the context if the root selector is an ID - tokens = match[0] = match[0].slice( 0 ); - if ( tokens.length > 2 && (token = tokens[0]).type === "ID" && - support.getById && context.nodeType === 9 && documentIsHTML && - Expr.relative[ tokens[1].type ] ) { - - context = ( Expr.find["ID"]( token.matches[0].replace(runescape, funescape), context ) || [] )[0]; - if ( !context ) { - return results; - - // Precompiled matchers will still verify ancestry, so step up a level - } else if ( compiled ) { - context = context.parentNode; - } - - selector = selector.slice( tokens.shift().value.length ); - } - - // Fetch a seed set for right-to-left matching - i = matchExpr["needsContext"].test( selector ) ? 0 : tokens.length; - while ( i-- ) { - token = tokens[i]; - - // Abort if we hit a combinator - if ( Expr.relative[ (type = token.type) ] ) { - break; - } - if ( (find = Expr.find[ type ]) ) { - // Search, expanding context for leading sibling combinators - if ( (seed = find( - token.matches[0].replace( runescape, funescape ), - rsibling.test( tokens[0].type ) && testContext( context.parentNode ) || context - )) ) { - - // If seed is empty or no tokens remain, we can return early - tokens.splice( i, 1 ); - selector = seed.length && toSelector( tokens ); - if ( !selector ) { - push.apply( results, seed ); - return results; - } - - break; - } - } - } - } - - // Compile and execute a filtering function if one is not provided - // Provide `match` to avoid retokenization if we modified the selector above - ( compiled || compile( selector, match ) )( - seed, - context, - !documentIsHTML, - results, - rsibling.test( selector ) && testContext( context.parentNode ) || context - ); - return results; -}; - -// One-time assignments - -// Sort stability -support.sortStable = expando.split("").sort( sortOrder ).join("") === expando; - -// Support: Chrome<14 -// Always assume duplicates if they aren't passed to the comparison function -support.detectDuplicates = !!hasDuplicate; - -// Initialize against the default document -setDocument(); - -// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27) -// Detached nodes confoundingly follow *each other* -support.sortDetached = assert(function( div1 ) { - // Should return 1, but returns 4 (following) - return div1.compareDocumentPosition( document.createElement("div") ) & 1; -}); - -// Support: IE<8 -// Prevent attribute/property "interpolation" -// http://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx -if ( !assert(function( div ) { - div.innerHTML = ""; - return div.firstChild.getAttribute("href") === "#" ; -}) ) { - addHandle( "type|href|height|width", function( elem, name, isXML ) { - if ( !isXML ) { - return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 ); - } - }); -} - -// Support: IE<9 -// Use defaultValue in place of getAttribute("value") -if ( !support.attributes || !assert(function( div ) { - div.innerHTML = ""; - div.firstChild.setAttribute( "value", "" ); - return div.firstChild.getAttribute( "value" ) === ""; -}) ) { - addHandle( "value", function( elem, name, isXML ) { - if ( !isXML && elem.nodeName.toLowerCase() === "input" ) { - return elem.defaultValue; - } - }); -} - -// Support: IE<9 -// Use getAttributeNode to fetch booleans when getAttribute lies -if ( !assert(function( div ) { - return div.getAttribute("disabled") == null; -}) ) { - addHandle( booleans, function( elem, name, isXML ) { - var val; - if ( !isXML ) { - return elem[ name ] === true ? name.toLowerCase() : - (val = elem.getAttributeNode( name )) && val.specified ? - val.value : - null; - } - }); -} - -return Sizzle; - -})( window ); - - - -jQuery.find = Sizzle; -jQuery.expr = Sizzle.selectors; -jQuery.expr[":"] = jQuery.expr.pseudos; -jQuery.unique = Sizzle.uniqueSort; -jQuery.text = Sizzle.getText; -jQuery.isXMLDoc = Sizzle.isXML; -jQuery.contains = Sizzle.contains; - - - -var rneedsContext = jQuery.expr.match.needsContext; - -var rsingleTag = (/^<(\w+)\s*\/?>(?:<\/\1>|)$/); - - - -var risSimple = /^.[^:#\[\.,]*$/; - -// Implement the identical functionality for filter and not -function winnow( elements, qualifier, not ) { - if ( jQuery.isFunction( qualifier ) ) { - return jQuery.grep( elements, function( elem, i ) { - /* jshint -W018 */ - return !!qualifier.call( elem, i, elem ) !== not; - }); - - } - - if ( qualifier.nodeType ) { - return jQuery.grep( elements, function( elem ) { - return ( elem === qualifier ) !== not; - }); - - } - - if ( typeof qualifier === "string" ) { - if ( risSimple.test( qualifier ) ) { - return jQuery.filter( qualifier, elements, not ); - } - - qualifier = jQuery.filter( qualifier, elements ); - } - - return jQuery.grep( elements, function( elem ) { - return ( jQuery.inArray( elem, qualifier ) >= 0 ) !== not; - }); -} - -jQuery.filter = function( expr, elems, not ) { - var elem = elems[ 0 ]; - - if ( not ) { - expr = ":not(" + expr + ")"; - } - - return elems.length === 1 && elem.nodeType === 1 ? - jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : [] : - jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) { - return elem.nodeType === 1; - })); -}; - -jQuery.fn.extend({ - find: function( selector ) { - var i, - ret = [], - self = this, - len = self.length; - - if ( typeof selector !== "string" ) { - return this.pushStack( jQuery( selector ).filter(function() { - for ( i = 0; i < len; i++ ) { - if ( jQuery.contains( self[ i ], this ) ) { - return true; - } - } - }) ); - } - - for ( i = 0; i < len; i++ ) { - jQuery.find( selector, self[ i ], ret ); - } - - // Needed because $( selector, context ) becomes $( context ).find( selector ) - ret = this.pushStack( len > 1 ? jQuery.unique( ret ) : ret ); - ret.selector = this.selector ? this.selector + " " + selector : selector; - return ret; - }, - filter: function( selector ) { - return this.pushStack( winnow(this, selector || [], false) ); - }, - not: function( selector ) { - return this.pushStack( winnow(this, selector || [], true) ); - }, - is: function( selector ) { - return !!winnow( - this, - - // If this is a positional/relative selector, check membership in the returned set - // so $("p:first").is("p:last") won't return true for a doc with two "p". - typeof selector === "string" && rneedsContext.test( selector ) ? - jQuery( selector ) : - selector || [], - false - ).length; - } -}); - - -// Initialize a jQuery object - - -// A central reference to the root jQuery(document) -var rootjQuery, - - // Use the correct document accordingly with window argument (sandbox) - document = window.document, - - // A simple way to check for HTML strings - // Prioritize #id over to avoid XSS via location.hash (#9521) - // Strict HTML recognition (#11290: must start with <) - rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/, - - init = jQuery.fn.init = function( selector, context ) { - var match, elem; - - // HANDLE: $(""), $(null), $(undefined), $(false) - if ( !selector ) { - return this; - } - - // Handle HTML strings - if ( typeof selector === "string" ) { - if ( selector.charAt(0) === "<" && selector.charAt( selector.length - 1 ) === ">" && selector.length >= 3 ) { - // Assume that strings that start and end with <> are HTML and skip the regex check - match = [ null, selector, null ]; - - } else { - match = rquickExpr.exec( selector ); - } - - // Match html or make sure no context is specified for #id - if ( match && (match[1] || !context) ) { - - // HANDLE: $(html) -> $(array) - if ( match[1] ) { - context = context instanceof jQuery ? context[0] : context; - - // scripts is true for back-compat - // Intentionally let the error be thrown if parseHTML is not present - jQuery.merge( this, jQuery.parseHTML( - match[1], - context && context.nodeType ? context.ownerDocument || context : document, - true - ) ); - - // HANDLE: $(html, props) - if ( rsingleTag.test( match[1] ) && jQuery.isPlainObject( context ) ) { - for ( match in context ) { - // Properties of context are called as methods if possible - if ( jQuery.isFunction( this[ match ] ) ) { - this[ match ]( context[ match ] ); - - // ...and otherwise set as attributes - } else { - this.attr( match, context[ match ] ); - } - } - } - - return this; - - // HANDLE: $(#id) - } else { - elem = document.getElementById( match[2] ); - - // Check parentNode to catch when Blackberry 4.6 returns - // nodes that are no longer in the document #6963 - if ( elem && elem.parentNode ) { - // Handle the case where IE and Opera return items - // by name instead of ID - if ( elem.id !== match[2] ) { - return rootjQuery.find( selector ); - } - - // Otherwise, we inject the element directly into the jQuery object - this.length = 1; - this[0] = elem; - } - - this.context = document; - this.selector = selector; - return this; - } - - // HANDLE: $(expr, $(...)) - } else if ( !context || context.jquery ) { - return ( context || rootjQuery ).find( selector ); - - // HANDLE: $(expr, context) - // (which is just equivalent to: $(context).find(expr) - } else { - return this.constructor( context ).find( selector ); - } - - // HANDLE: $(DOMElement) - } else if ( selector.nodeType ) { - this.context = this[0] = selector; - this.length = 1; - return this; - - // HANDLE: $(function) - // Shortcut for document ready - } else if ( jQuery.isFunction( selector ) ) { - return typeof rootjQuery.ready !== "undefined" ? - rootjQuery.ready( selector ) : - // Execute immediately if ready is not present - selector( jQuery ); - } - - if ( selector.selector !== undefined ) { - this.selector = selector.selector; - this.context = selector.context; - } - - return jQuery.makeArray( selector, this ); - }; - -// Give the init function the jQuery prototype for later instantiation -init.prototype = jQuery.fn; - -// Initialize central reference -rootjQuery = jQuery( document ); - - -var rparentsprev = /^(?:parents|prev(?:Until|All))/, - // methods guaranteed to produce a unique set when starting from a unique set - guaranteedUnique = { - children: true, - contents: true, - next: true, - prev: true - }; - -jQuery.extend({ - dir: function( elem, dir, until ) { - var matched = [], - cur = elem[ dir ]; - - while ( cur && cur.nodeType !== 9 && (until === undefined || cur.nodeType !== 1 || !jQuery( cur ).is( until )) ) { - if ( cur.nodeType === 1 ) { - matched.push( cur ); - } - cur = cur[dir]; - } - return matched; - }, - - sibling: function( n, elem ) { - var r = []; - - for ( ; n; n = n.nextSibling ) { - if ( n.nodeType === 1 && n !== elem ) { - r.push( n ); - } - } - - return r; - } -}); - -jQuery.fn.extend({ - has: function( target ) { - var i, - targets = jQuery( target, this ), - len = targets.length; - - return this.filter(function() { - for ( i = 0; i < len; i++ ) { - if ( jQuery.contains( this, targets[i] ) ) { - return true; - } - } - }); - }, - - closest: function( selectors, context ) { - var cur, - i = 0, - l = this.length, - matched = [], - pos = rneedsContext.test( selectors ) || typeof selectors !== "string" ? - jQuery( selectors, context || this.context ) : - 0; - - for ( ; i < l; i++ ) { - for ( cur = this[i]; cur && cur !== context; cur = cur.parentNode ) { - // Always skip document fragments - if ( cur.nodeType < 11 && (pos ? - pos.index(cur) > -1 : - - // Don't pass non-elements to Sizzle - cur.nodeType === 1 && - jQuery.find.matchesSelector(cur, selectors)) ) { - - matched.push( cur ); - break; - } - } - } - - return this.pushStack( matched.length > 1 ? jQuery.unique( matched ) : matched ); - }, - - // Determine the position of an element within - // the matched set of elements - index: function( elem ) { - - // No argument, return index in parent - if ( !elem ) { - return ( this[0] && this[0].parentNode ) ? this.first().prevAll().length : -1; - } - - // index in selector - if ( typeof elem === "string" ) { - return jQuery.inArray( this[0], jQuery( elem ) ); - } - - // Locate the position of the desired element - return jQuery.inArray( - // If it receives a jQuery object, the first element is used - elem.jquery ? elem[0] : elem, this ); - }, - - add: function( selector, context ) { - return this.pushStack( - jQuery.unique( - jQuery.merge( this.get(), jQuery( selector, context ) ) - ) - ); - }, - - addBack: function( selector ) { - return this.add( selector == null ? - this.prevObject : this.prevObject.filter(selector) - ); - } -}); - -function sibling( cur, dir ) { - do { - cur = cur[ dir ]; - } while ( cur && cur.nodeType !== 1 ); - - return cur; -} - -jQuery.each({ - parent: function( elem ) { - var parent = elem.parentNode; - return parent && parent.nodeType !== 11 ? parent : null; - }, - parents: function( elem ) { - return jQuery.dir( elem, "parentNode" ); - }, - parentsUntil: function( elem, i, until ) { - return jQuery.dir( elem, "parentNode", until ); - }, - next: function( elem ) { - return sibling( elem, "nextSibling" ); - }, - prev: function( elem ) { - return sibling( elem, "previousSibling" ); - }, - nextAll: function( elem ) { - return jQuery.dir( elem, "nextSibling" ); - }, - prevAll: function( elem ) { - return jQuery.dir( elem, "previousSibling" ); - }, - nextUntil: function( elem, i, until ) { - return jQuery.dir( elem, "nextSibling", until ); - }, - prevUntil: function( elem, i, until ) { - return jQuery.dir( elem, "previousSibling", until ); - }, - siblings: function( elem ) { - return jQuery.sibling( ( elem.parentNode || {} ).firstChild, elem ); - }, - children: function( elem ) { - return jQuery.sibling( elem.firstChild ); - }, - contents: function( elem ) { - return jQuery.nodeName( elem, "iframe" ) ? - elem.contentDocument || elem.contentWindow.document : - jQuery.merge( [], elem.childNodes ); - } -}, function( name, fn ) { - jQuery.fn[ name ] = function( until, selector ) { - var ret = jQuery.map( this, fn, until ); - - if ( name.slice( -5 ) !== "Until" ) { - selector = until; - } - - if ( selector && typeof selector === "string" ) { - ret = jQuery.filter( selector, ret ); - } - - if ( this.length > 1 ) { - // Remove duplicates - if ( !guaranteedUnique[ name ] ) { - ret = jQuery.unique( ret ); - } - - // Reverse order for parents* and prev-derivatives - if ( rparentsprev.test( name ) ) { - ret = ret.reverse(); - } - } - - return this.pushStack( ret ); - }; -}); -var rnotwhite = (/\S+/g); - - - -// String to Object options format cache -var optionsCache = {}; - -// Convert String-formatted options into Object-formatted ones and store in cache -function createOptions( options ) { - var object = optionsCache[ options ] = {}; - jQuery.each( options.match( rnotwhite ) || [], function( _, flag ) { - object[ flag ] = true; - }); - return object; -} - -/* - * Create a callback list using the following parameters: - * - * options: an optional list of space-separated options that will change how - * the callback list behaves or a more traditional option object - * - * By default a callback list will act like an event callback list and can be - * "fired" multiple times. - * - * Possible options: - * - * once: will ensure the callback list can only be fired once (like a Deferred) - * - * memory: will keep track of previous values and will call any callback added - * after the list has been fired right away with the latest "memorized" - * values (like a Deferred) - * - * unique: will ensure a callback can only be added once (no duplicate in the list) - * - * stopOnFalse: interrupt callings when a callback returns false - * - */ -jQuery.Callbacks = function( options ) { - - // Convert options from String-formatted to Object-formatted if needed - // (we check in cache first) - options = typeof options === "string" ? - ( optionsCache[ options ] || createOptions( options ) ) : - jQuery.extend( {}, options ); - - var // Flag to know if list is currently firing - firing, - // Last fire value (for non-forgettable lists) - memory, - // Flag to know if list was already fired - fired, - // End of the loop when firing - firingLength, - // Index of currently firing callback (modified by remove if needed) - firingIndex, - // First callback to fire (used internally by add and fireWith) - firingStart, - // Actual callback list - list = [], - // Stack of fire calls for repeatable lists - stack = !options.once && [], - // Fire callbacks - fire = function( data ) { - memory = options.memory && data; - fired = true; - firingIndex = firingStart || 0; - firingStart = 0; - firingLength = list.length; - firing = true; - for ( ; list && firingIndex < firingLength; firingIndex++ ) { - if ( list[ firingIndex ].apply( data[ 0 ], data[ 1 ] ) === false && options.stopOnFalse ) { - memory = false; // To prevent further calls using add - break; - } - } - firing = false; - if ( list ) { - if ( stack ) { - if ( stack.length ) { - fire( stack.shift() ); - } - } else if ( memory ) { - list = []; - } else { - self.disable(); - } - } - }, - // Actual Callbacks object - self = { - // Add a callback or a collection of callbacks to the list - add: function() { - if ( list ) { - // First, we save the current length - var start = list.length; - (function add( args ) { - jQuery.each( args, function( _, arg ) { - var type = jQuery.type( arg ); - if ( type === "function" ) { - if ( !options.unique || !self.has( arg ) ) { - list.push( arg ); - } - } else if ( arg && arg.length && type !== "string" ) { - // Inspect recursively - add( arg ); - } - }); - })( arguments ); - // Do we need to add the callbacks to the - // current firing batch? - if ( firing ) { - firingLength = list.length; - // With memory, if we're not firing then - // we should call right away - } else if ( memory ) { - firingStart = start; - fire( memory ); - } - } - return this; - }, - // Remove a callback from the list - remove: function() { - if ( list ) { - jQuery.each( arguments, function( _, arg ) { - var index; - while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) { - list.splice( index, 1 ); - // Handle firing indexes - if ( firing ) { - if ( index <= firingLength ) { - firingLength--; - } - if ( index <= firingIndex ) { - firingIndex--; - } - } - } - }); - } - return this; - }, - // Check if a given callback is in the list. - // If no argument is given, return whether or not list has callbacks attached. - has: function( fn ) { - return fn ? jQuery.inArray( fn, list ) > -1 : !!( list && list.length ); - }, - // Remove all callbacks from the list - empty: function() { - list = []; - firingLength = 0; - return this; - }, - // Have the list do nothing anymore - disable: function() { - list = stack = memory = undefined; - return this; - }, - // Is it disabled? - disabled: function() { - return !list; - }, - // Lock the list in its current state - lock: function() { - stack = undefined; - if ( !memory ) { - self.disable(); - } - return this; - }, - // Is it locked? - locked: function() { - return !stack; - }, - // Call all callbacks with the given context and arguments - fireWith: function( context, args ) { - if ( list && ( !fired || stack ) ) { - args = args || []; - args = [ context, args.slice ? args.slice() : args ]; - if ( firing ) { - stack.push( args ); - } else { - fire( args ); - } - } - return this; - }, - // Call all the callbacks with the given arguments - fire: function() { - self.fireWith( this, arguments ); - return this; - }, - // To know if the callbacks have already been called at least once - fired: function() { - return !!fired; - } - }; - - return self; -}; - - -jQuery.extend({ - - Deferred: function( func ) { - var tuples = [ - // action, add listener, listener list, final state - [ "resolve", "done", jQuery.Callbacks("once memory"), "resolved" ], - [ "reject", "fail", jQuery.Callbacks("once memory"), "rejected" ], - [ "notify", "progress", jQuery.Callbacks("memory") ] - ], - state = "pending", - promise = { - state: function() { - return state; - }, - always: function() { - deferred.done( arguments ).fail( arguments ); - return this; - }, - then: function( /* fnDone, fnFail, fnProgress */ ) { - var fns = arguments; - return jQuery.Deferred(function( newDefer ) { - jQuery.each( tuples, function( i, tuple ) { - var fn = jQuery.isFunction( fns[ i ] ) && fns[ i ]; - // deferred[ done | fail | progress ] for forwarding actions to newDefer - deferred[ tuple[1] ](function() { - var returned = fn && fn.apply( this, arguments ); - if ( returned && jQuery.isFunction( returned.promise ) ) { - returned.promise() - .done( newDefer.resolve ) - .fail( newDefer.reject ) - .progress( newDefer.notify ); - } else { - newDefer[ tuple[ 0 ] + "With" ]( this === promise ? newDefer.promise() : this, fn ? [ returned ] : arguments ); - } - }); - }); - fns = null; - }).promise(); - }, - // Get a promise for this deferred - // If obj is provided, the promise aspect is added to the object - promise: function( obj ) { - return obj != null ? jQuery.extend( obj, promise ) : promise; - } - }, - deferred = {}; - - // Keep pipe for back-compat - promise.pipe = promise.then; - - // Add list-specific methods - jQuery.each( tuples, function( i, tuple ) { - var list = tuple[ 2 ], - stateString = tuple[ 3 ]; - - // promise[ done | fail | progress ] = list.add - promise[ tuple[1] ] = list.add; - - // Handle state - if ( stateString ) { - list.add(function() { - // state = [ resolved | rejected ] - state = stateString; - - // [ reject_list | resolve_list ].disable; progress_list.lock - }, tuples[ i ^ 1 ][ 2 ].disable, tuples[ 2 ][ 2 ].lock ); - } - - // deferred[ resolve | reject | notify ] - deferred[ tuple[0] ] = function() { - deferred[ tuple[0] + "With" ]( this === deferred ? promise : this, arguments ); - return this; - }; - deferred[ tuple[0] + "With" ] = list.fireWith; - }); - - // Make the deferred a promise - promise.promise( deferred ); - - // Call given func if any - if ( func ) { - func.call( deferred, deferred ); - } - - // All done! - return deferred; - }, - - // Deferred helper - when: function( subordinate /* , ..., subordinateN */ ) { - var i = 0, - resolveValues = slice.call( arguments ), - length = resolveValues.length, - - // the count of uncompleted subordinates - remaining = length !== 1 || ( subordinate && jQuery.isFunction( subordinate.promise ) ) ? length : 0, - - // the master Deferred. If resolveValues consist of only a single Deferred, just use that. - deferred = remaining === 1 ? subordinate : jQuery.Deferred(), - - // Update function for both resolve and progress values - updateFunc = function( i, contexts, values ) { - return function( value ) { - contexts[ i ] = this; - values[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; - if ( values === progressValues ) { - deferred.notifyWith( contexts, values ); - - } else if ( !(--remaining) ) { - deferred.resolveWith( contexts, values ); - } - }; - }, - - progressValues, progressContexts, resolveContexts; - - // add listeners to Deferred subordinates; treat others as resolved - if ( length > 1 ) { - progressValues = new Array( length ); - progressContexts = new Array( length ); - resolveContexts = new Array( length ); - for ( ; i < length; i++ ) { - if ( resolveValues[ i ] && jQuery.isFunction( resolveValues[ i ].promise ) ) { - resolveValues[ i ].promise() - .done( updateFunc( i, resolveContexts, resolveValues ) ) - .fail( deferred.reject ) - .progress( updateFunc( i, progressContexts, progressValues ) ); - } else { - --remaining; - } - } - } - - // if we're not waiting on anything, resolve the master - if ( !remaining ) { - deferred.resolveWith( resolveContexts, resolveValues ); - } - - return deferred.promise(); - } -}); - - -// The deferred used on DOM ready -var readyList; - -jQuery.fn.ready = function( fn ) { - // Add the callback - jQuery.ready.promise().done( fn ); - - return this; -}; - -jQuery.extend({ - // Is the DOM ready to be used? Set to true once it occurs. - isReady: false, - - // A counter to track how many items to wait for before - // the ready event fires. See #6781 - readyWait: 1, - - // Hold (or release) the ready event - holdReady: function( hold ) { - if ( hold ) { - jQuery.readyWait++; - } else { - jQuery.ready( true ); - } - }, - - // Handle when the DOM is ready - ready: function( wait ) { - - // Abort if there are pending holds or we're already ready - if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) { - return; - } - - // Make sure body exists, at least, in case IE gets a little overzealous (ticket #5443). - if ( !document.body ) { - return setTimeout( jQuery.ready ); - } - - // Remember that the DOM is ready - jQuery.isReady = true; - - // If a normal DOM Ready event fired, decrement, and wait if need be - if ( wait !== true && --jQuery.readyWait > 0 ) { - return; - } - - // If there are functions bound, to execute - readyList.resolveWith( document, [ jQuery ] ); - - // Trigger any bound ready events - if ( jQuery.fn.triggerHandler ) { - jQuery( document ).triggerHandler( "ready" ); - jQuery( document ).off( "ready" ); - } - } -}); - -/** - * Clean-up method for dom ready events - */ -function detach() { - if ( document.addEventListener ) { - document.removeEventListener( "DOMContentLoaded", completed, false ); - window.removeEventListener( "load", completed, false ); - - } else { - document.detachEvent( "onreadystatechange", completed ); - window.detachEvent( "onload", completed ); - } -} - -/** - * The ready event handler and self cleanup method - */ -function completed() { - // readyState === "complete" is good enough for us to call the dom ready in oldIE - if ( document.addEventListener || event.type === "load" || document.readyState === "complete" ) { - detach(); - jQuery.ready(); - } -} - -jQuery.ready.promise = function( obj ) { - if ( !readyList ) { - - readyList = jQuery.Deferred(); - - // Catch cases where $(document).ready() is called after the browser event has already occurred. - // we once tried to use readyState "interactive" here, but it caused issues like the one - // discovered by ChrisS here: http://bugs.jquery.com/ticket/12282#comment:15 - if ( document.readyState === "complete" ) { - // Handle it asynchronously to allow scripts the opportunity to delay ready - setTimeout( jQuery.ready ); - - // Standards-based browsers support DOMContentLoaded - } else if ( document.addEventListener ) { - // Use the handy event callback - document.addEventListener( "DOMContentLoaded", completed, false ); - - // A fallback to window.onload, that will always work - window.addEventListener( "load", completed, false ); - - // If IE event model is used - } else { - // Ensure firing before onload, maybe late but safe also for iframes - document.attachEvent( "onreadystatechange", completed ); - - // A fallback to window.onload, that will always work - window.attachEvent( "onload", completed ); - - // If IE and not a frame - // continually check to see if the document is ready - var top = false; - - try { - top = window.frameElement == null && document.documentElement; - } catch(e) {} - - if ( top && top.doScroll ) { - (function doScrollCheck() { - if ( !jQuery.isReady ) { - - try { - // Use the trick by Diego Perini - // http://javascript.nwbox.com/IEContentLoaded/ - top.doScroll("left"); - } catch(e) { - return setTimeout( doScrollCheck, 50 ); - } - - // detach all dom ready events - detach(); - - // and execute any waiting functions - jQuery.ready(); - } - })(); - } - } - } - return readyList.promise( obj ); -}; - - -var strundefined = typeof undefined; - - - -// Support: IE<9 -// Iteration over object's inherited properties before its own -var i; -for ( i in jQuery( support ) ) { - break; -} -support.ownLast = i !== "0"; - -// Note: most support tests are defined in their respective modules. -// false until the test is run -support.inlineBlockNeedsLayout = false; - -// Execute ASAP in case we need to set body.style.zoom -jQuery(function() { - // Minified: var a,b,c,d - var val, div, body, container; - - body = document.getElementsByTagName( "body" )[ 0 ]; - if ( !body || !body.style ) { - // Return for frameset docs that don't have a body - return; - } - - // Setup - div = document.createElement( "div" ); - container = document.createElement( "div" ); - container.style.cssText = "position:absolute;border:0;width:0;height:0;top:0;left:-9999px"; - body.appendChild( container ).appendChild( div ); - - if ( typeof div.style.zoom !== strundefined ) { - // Support: IE<8 - // Check if natively block-level elements act like inline-block - // elements when setting their display to 'inline' and giving - // them layout - div.style.cssText = "display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1"; - - support.inlineBlockNeedsLayout = val = div.offsetWidth === 3; - if ( val ) { - // Prevent IE 6 from affecting layout for positioned elements #11048 - // Prevent IE from shrinking the body in IE 7 mode #12869 - // Support: IE<8 - body.style.zoom = 1; - } - } - - body.removeChild( container ); -}); - - - - -(function() { - var div = document.createElement( "div" ); - - // Execute the test only if not already executed in another module. - if (support.deleteExpando == null) { - // Support: IE<9 - support.deleteExpando = true; - try { - delete div.test; - } catch( e ) { - support.deleteExpando = false; - } - } - - // Null elements to avoid leaks in IE. - div = null; -})(); - - -/** - * Determines whether an object can have data - */ -jQuery.acceptData = function( elem ) { - var noData = jQuery.noData[ (elem.nodeName + " ").toLowerCase() ], - nodeType = +elem.nodeType || 1; - - // Do not set data on non-element DOM nodes because it will not be cleared (#8335). - return nodeType !== 1 && nodeType !== 9 ? - false : - - // Nodes accept data unless otherwise specified; rejection can be conditional - !noData || noData !== true && elem.getAttribute("classid") === noData; -}; - - -var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/, - rmultiDash = /([A-Z])/g; - -function dataAttr( elem, key, data ) { - // If nothing was found internally, try to fetch any - // data from the HTML5 data-* attribute - if ( data === undefined && elem.nodeType === 1 ) { - - var name = "data-" + key.replace( rmultiDash, "-$1" ).toLowerCase(); - - data = elem.getAttribute( name ); - - if ( typeof data === "string" ) { - try { - data = data === "true" ? true : - data === "false" ? false : - data === "null" ? null : - // Only convert to a number if it doesn't change the string - +data + "" === data ? +data : - rbrace.test( data ) ? jQuery.parseJSON( data ) : - data; - } catch( e ) {} - - // Make sure we set the data so it isn't changed later - jQuery.data( elem, key, data ); - - } else { - data = undefined; - } - } - - return data; -} - -// checks a cache object for emptiness -function isEmptyDataObject( obj ) { - var name; - for ( name in obj ) { - - // if the public data object is empty, the private is still empty - if ( name === "data" && jQuery.isEmptyObject( obj[name] ) ) { - continue; - } - if ( name !== "toJSON" ) { - return false; - } - } - - return true; -} - -function internalData( elem, name, data, pvt /* Internal Use Only */ ) { - if ( !jQuery.acceptData( elem ) ) { - return; - } - - var ret, thisCache, - internalKey = jQuery.expando, - - // We have to handle DOM nodes and JS objects differently because IE6-7 - // can't GC object references properly across the DOM-JS boundary - isNode = elem.nodeType, - - // Only DOM nodes need the global jQuery cache; JS object data is - // attached directly to the object so GC can occur automatically - cache = isNode ? jQuery.cache : elem, - - // Only defining an ID for JS objects if its cache already exists allows - // the code to shortcut on the same path as a DOM node with no cache - id = isNode ? elem[ internalKey ] : elem[ internalKey ] && internalKey; - - // Avoid doing any more work than we need to when trying to get data on an - // object that has no data at all - if ( (!id || !cache[id] || (!pvt && !cache[id].data)) && data === undefined && typeof name === "string" ) { - return; - } - - if ( !id ) { - // Only DOM nodes need a new unique ID for each element since their data - // ends up in the global cache - if ( isNode ) { - id = elem[ internalKey ] = deletedIds.pop() || jQuery.guid++; - } else { - id = internalKey; - } - } - - if ( !cache[ id ] ) { - // Avoid exposing jQuery metadata on plain JS objects when the object - // is serialized using JSON.stringify - cache[ id ] = isNode ? {} : { toJSON: jQuery.noop }; - } - - // An object can be passed to jQuery.data instead of a key/value pair; this gets - // shallow copied over onto the existing cache - if ( typeof name === "object" || typeof name === "function" ) { - if ( pvt ) { - cache[ id ] = jQuery.extend( cache[ id ], name ); - } else { - cache[ id ].data = jQuery.extend( cache[ id ].data, name ); - } - } - - thisCache = cache[ id ]; - - // jQuery data() is stored in a separate object inside the object's internal data - // cache in order to avoid key collisions between internal data and user-defined - // data. - if ( !pvt ) { - if ( !thisCache.data ) { - thisCache.data = {}; - } - - thisCache = thisCache.data; - } - - if ( data !== undefined ) { - thisCache[ jQuery.camelCase( name ) ] = data; - } - - // Check for both converted-to-camel and non-converted data property names - // If a data property was specified - if ( typeof name === "string" ) { - - // First Try to find as-is property data - ret = thisCache[ name ]; - - // Test for null|undefined property data - if ( ret == null ) { - - // Try to find the camelCased property - ret = thisCache[ jQuery.camelCase( name ) ]; - } - } else { - ret = thisCache; - } - - return ret; -} - -function internalRemoveData( elem, name, pvt ) { - if ( !jQuery.acceptData( elem ) ) { - return; - } - - var thisCache, i, - isNode = elem.nodeType, - - // See jQuery.data for more information - cache = isNode ? jQuery.cache : elem, - id = isNode ? elem[ jQuery.expando ] : jQuery.expando; - - // If there is already no cache entry for this object, there is no - // purpose in continuing - if ( !cache[ id ] ) { - return; - } - - if ( name ) { - - thisCache = pvt ? cache[ id ] : cache[ id ].data; - - if ( thisCache ) { - - // Support array or space separated string names for data keys - if ( !jQuery.isArray( name ) ) { - - // try the string as a key before any manipulation - if ( name in thisCache ) { - name = [ name ]; - } else { - - // split the camel cased version by spaces unless a key with the spaces exists - name = jQuery.camelCase( name ); - if ( name in thisCache ) { - name = [ name ]; - } else { - name = name.split(" "); - } - } - } else { - // If "name" is an array of keys... - // When data is initially created, via ("key", "val") signature, - // keys will be converted to camelCase. - // Since there is no way to tell _how_ a key was added, remove - // both plain key and camelCase key. #12786 - // This will only penalize the array argument path. - name = name.concat( jQuery.map( name, jQuery.camelCase ) ); - } - - i = name.length; - while ( i-- ) { - delete thisCache[ name[i] ]; - } - - // If there is no data left in the cache, we want to continue - // and let the cache object itself get destroyed - if ( pvt ? !isEmptyDataObject(thisCache) : !jQuery.isEmptyObject(thisCache) ) { - return; - } - } - } - - // See jQuery.data for more information - if ( !pvt ) { - delete cache[ id ].data; - - // Don't destroy the parent cache unless the internal data object - // had been the only thing left in it - if ( !isEmptyDataObject( cache[ id ] ) ) { - return; - } - } - - // Destroy the cache - if ( isNode ) { - jQuery.cleanData( [ elem ], true ); - - // Use delete when supported for expandos or `cache` is not a window per isWindow (#10080) - /* jshint eqeqeq: false */ - } else if ( support.deleteExpando || cache != cache.window ) { - /* jshint eqeqeq: true */ - delete cache[ id ]; - - // When all else fails, null - } else { - cache[ id ] = null; - } -} - -jQuery.extend({ - cache: {}, - - // The following elements (space-suffixed to avoid Object.prototype collisions) - // throw uncatchable exceptions if you attempt to set expando properties - noData: { - "applet ": true, - "embed ": true, - // ...but Flash objects (which have this classid) *can* handle expandos - "object ": "clsid:D27CDB6E-AE6D-11cf-96B8-444553540000" - }, - - hasData: function( elem ) { - elem = elem.nodeType ? jQuery.cache[ elem[jQuery.expando] ] : elem[ jQuery.expando ]; - return !!elem && !isEmptyDataObject( elem ); - }, - - data: function( elem, name, data ) { - return internalData( elem, name, data ); - }, - - removeData: function( elem, name ) { - return internalRemoveData( elem, name ); - }, - - // For internal use only. - _data: function( elem, name, data ) { - return internalData( elem, name, data, true ); - }, - - _removeData: function( elem, name ) { - return internalRemoveData( elem, name, true ); - } -}); - -jQuery.fn.extend({ - data: function( key, value ) { - var i, name, data, - elem = this[0], - attrs = elem && elem.attributes; - - // Special expections of .data basically thwart jQuery.access, - // so implement the relevant behavior ourselves - - // Gets all values - if ( key === undefined ) { - if ( this.length ) { - data = jQuery.data( elem ); - - if ( elem.nodeType === 1 && !jQuery._data( elem, "parsedAttrs" ) ) { - i = attrs.length; - while ( i-- ) { - - // Support: IE11+ - // The attrs elements can be null (#14894) - if ( attrs[ i ] ) { - name = attrs[ i ].name; - if ( name.indexOf( "data-" ) === 0 ) { - name = jQuery.camelCase( name.slice(5) ); - dataAttr( elem, name, data[ name ] ); - } - } - } - jQuery._data( elem, "parsedAttrs", true ); - } - } - - return data; - } - - // Sets multiple values - if ( typeof key === "object" ) { - return this.each(function() { - jQuery.data( this, key ); - }); - } - - return arguments.length > 1 ? - - // Sets one value - this.each(function() { - jQuery.data( this, key, value ); - }) : - - // Gets one value - // Try to fetch any internally stored data first - elem ? dataAttr( elem, key, jQuery.data( elem, key ) ) : undefined; - }, - - removeData: function( key ) { - return this.each(function() { - jQuery.removeData( this, key ); - }); - } -}); - - -jQuery.extend({ - queue: function( elem, type, data ) { - var queue; - - if ( elem ) { - type = ( type || "fx" ) + "queue"; - queue = jQuery._data( elem, type ); - - // Speed up dequeue by getting out quickly if this is just a lookup - if ( data ) { - if ( !queue || jQuery.isArray(data) ) { - queue = jQuery._data( elem, type, jQuery.makeArray(data) ); - } else { - queue.push( data ); - } - } - return queue || []; - } - }, - - dequeue: function( elem, type ) { - type = type || "fx"; - - var queue = jQuery.queue( elem, type ), - startLength = queue.length, - fn = queue.shift(), - hooks = jQuery._queueHooks( elem, type ), - next = function() { - jQuery.dequeue( elem, type ); - }; - - // If the fx queue is dequeued, always remove the progress sentinel - if ( fn === "inprogress" ) { - fn = queue.shift(); - startLength--; - } - - if ( fn ) { - - // Add a progress sentinel to prevent the fx queue from being - // automatically dequeued - if ( type === "fx" ) { - queue.unshift( "inprogress" ); - } - - // clear up the last queue stop function - delete hooks.stop; - fn.call( elem, next, hooks ); - } - - if ( !startLength && hooks ) { - hooks.empty.fire(); - } - }, - - // not intended for public consumption - generates a queueHooks object, or returns the current one - _queueHooks: function( elem, type ) { - var key = type + "queueHooks"; - return jQuery._data( elem, key ) || jQuery._data( elem, key, { - empty: jQuery.Callbacks("once memory").add(function() { - jQuery._removeData( elem, type + "queue" ); - jQuery._removeData( elem, key ); - }) - }); - } -}); - -jQuery.fn.extend({ - queue: function( type, data ) { - var setter = 2; - - if ( typeof type !== "string" ) { - data = type; - type = "fx"; - setter--; - } - - if ( arguments.length < setter ) { - return jQuery.queue( this[0], type ); - } - - return data === undefined ? - this : - this.each(function() { - var queue = jQuery.queue( this, type, data ); - - // ensure a hooks for this queue - jQuery._queueHooks( this, type ); - - if ( type === "fx" && queue[0] !== "inprogress" ) { - jQuery.dequeue( this, type ); - } - }); - }, - dequeue: function( type ) { - return this.each(function() { - jQuery.dequeue( this, type ); - }); - }, - clearQueue: function( type ) { - return this.queue( type || "fx", [] ); - }, - // Get a promise resolved when queues of a certain type - // are emptied (fx is the type by default) - promise: function( type, obj ) { - var tmp, - count = 1, - defer = jQuery.Deferred(), - elements = this, - i = this.length, - resolve = function() { - if ( !( --count ) ) { - defer.resolveWith( elements, [ elements ] ); - } - }; - - if ( typeof type !== "string" ) { - obj = type; - type = undefined; - } - type = type || "fx"; - - while ( i-- ) { - tmp = jQuery._data( elements[ i ], type + "queueHooks" ); - if ( tmp && tmp.empty ) { - count++; - tmp.empty.add( resolve ); - } - } - resolve(); - return defer.promise( obj ); - } -}); -var pnum = (/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/).source; - -var cssExpand = [ "Top", "Right", "Bottom", "Left" ]; - -var isHidden = function( elem, el ) { - // isHidden might be called from jQuery#filter function; - // in that case, element will be second argument - elem = el || elem; - return jQuery.css( elem, "display" ) === "none" || !jQuery.contains( elem.ownerDocument, elem ); - }; - - - -// Multifunctional method to get and set values of a collection -// The value/s can optionally be executed if it's a function -var access = jQuery.access = function( elems, fn, key, value, chainable, emptyGet, raw ) { - var i = 0, - length = elems.length, - bulk = key == null; - - // Sets many values - if ( jQuery.type( key ) === "object" ) { - chainable = true; - for ( i in key ) { - jQuery.access( elems, fn, i, key[i], true, emptyGet, raw ); - } - - // Sets one value - } else if ( value !== undefined ) { - chainable = true; - - if ( !jQuery.isFunction( value ) ) { - raw = true; - } - - if ( bulk ) { - // Bulk operations run against the entire set - if ( raw ) { - fn.call( elems, value ); - fn = null; - - // ...except when executing function values - } else { - bulk = fn; - fn = function( elem, key, value ) { - return bulk.call( jQuery( elem ), value ); - }; - } - } - - if ( fn ) { - for ( ; i < length; i++ ) { - fn( elems[i], key, raw ? value : value.call( elems[i], i, fn( elems[i], key ) ) ); - } - } - } - - return chainable ? - elems : - - // Gets - bulk ? - fn.call( elems ) : - length ? fn( elems[0], key ) : emptyGet; -}; -var rcheckableType = (/^(?:checkbox|radio)$/i); - - - -(function() { - // Minified: var a,b,c - var input = document.createElement( "input" ), - div = document.createElement( "div" ), - fragment = document.createDocumentFragment(); - - // Setup - div.innerHTML = "
a"; - - // IE strips leading whitespace when .innerHTML is used - support.leadingWhitespace = div.firstChild.nodeType === 3; - - // Make sure that tbody elements aren't automatically inserted - // IE will insert them into empty tables - support.tbody = !div.getElementsByTagName( "tbody" ).length; - - // Make sure that link elements get serialized correctly by innerHTML - // This requires a wrapper element in IE - support.htmlSerialize = !!div.getElementsByTagName( "link" ).length; - - // Makes sure cloning an html5 element does not cause problems - // Where outerHTML is undefined, this still works - support.html5Clone = - document.createElement( "nav" ).cloneNode( true ).outerHTML !== "<:nav>"; - - // Check if a disconnected checkbox will retain its checked - // value of true after appended to the DOM (IE6/7) - input.type = "checkbox"; - input.checked = true; - fragment.appendChild( input ); - support.appendChecked = input.checked; - - // Make sure textarea (and checkbox) defaultValue is properly cloned - // Support: IE6-IE11+ - div.innerHTML = ""; - support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue; - - // #11217 - WebKit loses check when the name is after the checked attribute - fragment.appendChild( div ); - div.innerHTML = ""; - - // Support: Safari 5.1, iOS 5.1, Android 4.x, Android 2.3 - // old WebKit doesn't clone checked state correctly in fragments - support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked; - - // Support: IE<9 - // Opera does not clone events (and typeof div.attachEvent === undefined). - // IE9-10 clones events bound via attachEvent, but they don't trigger with .click() - support.noCloneEvent = true; - if ( div.attachEvent ) { - div.attachEvent( "onclick", function() { - support.noCloneEvent = false; - }); - - div.cloneNode( true ).click(); - } - - // Execute the test only if not already executed in another module. - if (support.deleteExpando == null) { - // Support: IE<9 - support.deleteExpando = true; - try { - delete div.test; - } catch( e ) { - support.deleteExpando = false; - } - } -})(); - - -(function() { - var i, eventName, - div = document.createElement( "div" ); - - // Support: IE<9 (lack submit/change bubble), Firefox 23+ (lack focusin event) - for ( i in { submit: true, change: true, focusin: true }) { - eventName = "on" + i; - - if ( !(support[ i + "Bubbles" ] = eventName in window) ) { - // Beware of CSP restrictions (https://developer.mozilla.org/en/Security/CSP) - div.setAttribute( eventName, "t" ); - support[ i + "Bubbles" ] = div.attributes[ eventName ].expando === false; - } - } - - // Null elements to avoid leaks in IE. - div = null; -})(); - - -var rformElems = /^(?:input|select|textarea)$/i, - rkeyEvent = /^key/, - rmouseEvent = /^(?:mouse|pointer|contextmenu)|click/, - rfocusMorph = /^(?:focusinfocus|focusoutblur)$/, - rtypenamespace = /^([^.]*)(?:\.(.+)|)$/; - -function returnTrue() { - return true; -} - -function returnFalse() { - return false; -} - -function safeActiveElement() { - try { - return document.activeElement; - } catch ( err ) { } -} - -/* - * Helper functions for managing events -- not part of the public interface. - * Props to Dean Edwards' addEvent library for many of the ideas. - */ -jQuery.event = { - - global: {}, - - add: function( elem, types, handler, data, selector ) { - var tmp, events, t, handleObjIn, - special, eventHandle, handleObj, - handlers, type, namespaces, origType, - elemData = jQuery._data( elem ); - - // Don't attach events to noData or text/comment nodes (but allow plain objects) - if ( !elemData ) { - return; - } - - // Caller can pass in an object of custom data in lieu of the handler - if ( handler.handler ) { - handleObjIn = handler; - handler = handleObjIn.handler; - selector = handleObjIn.selector; - } - - // Make sure that the handler has a unique ID, used to find/remove it later - if ( !handler.guid ) { - handler.guid = jQuery.guid++; - } - - // Init the element's event structure and main handler, if this is the first - if ( !(events = elemData.events) ) { - events = elemData.events = {}; - } - if ( !(eventHandle = elemData.handle) ) { - eventHandle = elemData.handle = function( e ) { - // Discard the second event of a jQuery.event.trigger() and - // when an event is called after a page has unloaded - return typeof jQuery !== strundefined && (!e || jQuery.event.triggered !== e.type) ? - jQuery.event.dispatch.apply( eventHandle.elem, arguments ) : - undefined; - }; - // Add elem as a property of the handle fn to prevent a memory leak with IE non-native events - eventHandle.elem = elem; - } - - // Handle multiple events separated by a space - types = ( types || "" ).match( rnotwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[t] ) || []; - type = origType = tmp[1]; - namespaces = ( tmp[2] || "" ).split( "." ).sort(); - - // There *must* be a type, no attaching namespace-only handlers - if ( !type ) { - continue; - } - - // If event changes its type, use the special event handlers for the changed type - special = jQuery.event.special[ type ] || {}; - - // If selector defined, determine special event api type, otherwise given type - type = ( selector ? special.delegateType : special.bindType ) || type; - - // Update special based on newly reset type - special = jQuery.event.special[ type ] || {}; - - // handleObj is passed to all event handlers - handleObj = jQuery.extend({ - type: type, - origType: origType, - data: data, - handler: handler, - guid: handler.guid, - selector: selector, - needsContext: selector && jQuery.expr.match.needsContext.test( selector ), - namespace: namespaces.join(".") - }, handleObjIn ); - - // Init the event handler queue if we're the first - if ( !(handlers = events[ type ]) ) { - handlers = events[ type ] = []; - handlers.delegateCount = 0; - - // Only use addEventListener/attachEvent if the special events handler returns false - if ( !special.setup || special.setup.call( elem, data, namespaces, eventHandle ) === false ) { - // Bind the global event handler to the element - if ( elem.addEventListener ) { - elem.addEventListener( type, eventHandle, false ); - - } else if ( elem.attachEvent ) { - elem.attachEvent( "on" + type, eventHandle ); - } - } - } - - if ( special.add ) { - special.add.call( elem, handleObj ); - - if ( !handleObj.handler.guid ) { - handleObj.handler.guid = handler.guid; - } - } - - // Add to the element's handler list, delegates in front - if ( selector ) { - handlers.splice( handlers.delegateCount++, 0, handleObj ); - } else { - handlers.push( handleObj ); - } - - // Keep track of which events have ever been used, for event optimization - jQuery.event.global[ type ] = true; - } - - // Nullify elem to prevent memory leaks in IE - elem = null; - }, - - // Detach an event or set of events from an element - remove: function( elem, types, handler, selector, mappedTypes ) { - var j, handleObj, tmp, - origCount, t, events, - special, handlers, type, - namespaces, origType, - elemData = jQuery.hasData( elem ) && jQuery._data( elem ); - - if ( !elemData || !(events = elemData.events) ) { - return; - } - - // Once for each type.namespace in types; type may be omitted - types = ( types || "" ).match( rnotwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[t] ) || []; - type = origType = tmp[1]; - namespaces = ( tmp[2] || "" ).split( "." ).sort(); - - // Unbind all events (on this namespace, if provided) for the element - if ( !type ) { - for ( type in events ) { - jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); - } - continue; - } - - special = jQuery.event.special[ type ] || {}; - type = ( selector ? special.delegateType : special.bindType ) || type; - handlers = events[ type ] || []; - tmp = tmp[2] && new RegExp( "(^|\\.)" + namespaces.join("\\.(?:.*\\.|)") + "(\\.|$)" ); - - // Remove matching events - origCount = j = handlers.length; - while ( j-- ) { - handleObj = handlers[ j ]; - - if ( ( mappedTypes || origType === handleObj.origType ) && - ( !handler || handler.guid === handleObj.guid ) && - ( !tmp || tmp.test( handleObj.namespace ) ) && - ( !selector || selector === handleObj.selector || selector === "**" && handleObj.selector ) ) { - handlers.splice( j, 1 ); - - if ( handleObj.selector ) { - handlers.delegateCount--; - } - if ( special.remove ) { - special.remove.call( elem, handleObj ); - } - } - } - - // Remove generic event handler if we removed something and no more handlers exist - // (avoids potential for endless recursion during removal of special event handlers) - if ( origCount && !handlers.length ) { - if ( !special.teardown || special.teardown.call( elem, namespaces, elemData.handle ) === false ) { - jQuery.removeEvent( elem, type, elemData.handle ); - } - - delete events[ type ]; - } - } - - // Remove the expando if it's no longer used - if ( jQuery.isEmptyObject( events ) ) { - delete elemData.handle; - - // removeData also checks for emptiness and clears the expando if empty - // so use it instead of delete - jQuery._removeData( elem, "events" ); - } - }, - - trigger: function( event, data, elem, onlyHandlers ) { - var handle, ontype, cur, - bubbleType, special, tmp, i, - eventPath = [ elem || document ], - type = hasOwn.call( event, "type" ) ? event.type : event, - namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split(".") : []; - - cur = tmp = elem = elem || document; - - // Don't do events on text and comment nodes - if ( elem.nodeType === 3 || elem.nodeType === 8 ) { - return; - } - - // focus/blur morphs to focusin/out; ensure we're not firing them right now - if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { - return; - } - - if ( type.indexOf(".") >= 0 ) { - // Namespaced trigger; create a regexp to match event type in handle() - namespaces = type.split("."); - type = namespaces.shift(); - namespaces.sort(); - } - ontype = type.indexOf(":") < 0 && "on" + type; - - // Caller can pass in a jQuery.Event object, Object, or just an event type string - event = event[ jQuery.expando ] ? - event : - new jQuery.Event( type, typeof event === "object" && event ); - - // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) - event.isTrigger = onlyHandlers ? 2 : 3; - event.namespace = namespaces.join("."); - event.namespace_re = event.namespace ? - new RegExp( "(^|\\.)" + namespaces.join("\\.(?:.*\\.|)") + "(\\.|$)" ) : - null; - - // Clean up the event in case it is being reused - event.result = undefined; - if ( !event.target ) { - event.target = elem; - } - - // Clone any incoming data and prepend the event, creating the handler arg list - data = data == null ? - [ event ] : - jQuery.makeArray( data, [ event ] ); - - // Allow special events to draw outside the lines - special = jQuery.event.special[ type ] || {}; - if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { - return; - } - - // Determine event propagation path in advance, per W3C events spec (#9951) - // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) - if ( !onlyHandlers && !special.noBubble && !jQuery.isWindow( elem ) ) { - - bubbleType = special.delegateType || type; - if ( !rfocusMorph.test( bubbleType + type ) ) { - cur = cur.parentNode; - } - for ( ; cur; cur = cur.parentNode ) { - eventPath.push( cur ); - tmp = cur; - } - - // Only add window if we got to document (e.g., not plain obj or detached DOM) - if ( tmp === (elem.ownerDocument || document) ) { - eventPath.push( tmp.defaultView || tmp.parentWindow || window ); - } - } - - // Fire handlers on the event path - i = 0; - while ( (cur = eventPath[i++]) && !event.isPropagationStopped() ) { - - event.type = i > 1 ? - bubbleType : - special.bindType || type; - - // jQuery handler - handle = ( jQuery._data( cur, "events" ) || {} )[ event.type ] && jQuery._data( cur, "handle" ); - if ( handle ) { - handle.apply( cur, data ); - } - - // Native handler - handle = ontype && cur[ ontype ]; - if ( handle && handle.apply && jQuery.acceptData( cur ) ) { - event.result = handle.apply( cur, data ); - if ( event.result === false ) { - event.preventDefault(); - } - } - } - event.type = type; - - // If nobody prevented the default action, do it now - if ( !onlyHandlers && !event.isDefaultPrevented() ) { - - if ( (!special._default || special._default.apply( eventPath.pop(), data ) === false) && - jQuery.acceptData( elem ) ) { - - // Call a native DOM method on the target with the same name name as the event. - // Can't use an .isFunction() check here because IE6/7 fails that test. - // Don't do default actions on window, that's where global variables be (#6170) - if ( ontype && elem[ type ] && !jQuery.isWindow( elem ) ) { - - // Don't re-trigger an onFOO event when we call its FOO() method - tmp = elem[ ontype ]; - - if ( tmp ) { - elem[ ontype ] = null; - } - - // Prevent re-triggering of the same event, since we already bubbled it above - jQuery.event.triggered = type; - try { - elem[ type ](); - } catch ( e ) { - // IE<9 dies on focus/blur to hidden element (#1486,#12518) - // only reproducible on winXP IE8 native, not IE9 in IE8 mode - } - jQuery.event.triggered = undefined; - - if ( tmp ) { - elem[ ontype ] = tmp; - } - } - } - } - - return event.result; - }, - - dispatch: function( event ) { - - // Make a writable jQuery.Event from the native event object - event = jQuery.event.fix( event ); - - var i, ret, handleObj, matched, j, - handlerQueue = [], - args = slice.call( arguments ), - handlers = ( jQuery._data( this, "events" ) || {} )[ event.type ] || [], - special = jQuery.event.special[ event.type ] || {}; - - // Use the fix-ed jQuery.Event rather than the (read-only) native event - args[0] = event; - event.delegateTarget = this; - - // Call the preDispatch hook for the mapped type, and let it bail if desired - if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { - return; - } - - // Determine handlers - handlerQueue = jQuery.event.handlers.call( this, event, handlers ); - - // Run delegates first; they may want to stop propagation beneath us - i = 0; - while ( (matched = handlerQueue[ i++ ]) && !event.isPropagationStopped() ) { - event.currentTarget = matched.elem; - - j = 0; - while ( (handleObj = matched.handlers[ j++ ]) && !event.isImmediatePropagationStopped() ) { - - // Triggered event must either 1) have no namespace, or - // 2) have namespace(s) a subset or equal to those in the bound event (both can have no namespace). - if ( !event.namespace_re || event.namespace_re.test( handleObj.namespace ) ) { - - event.handleObj = handleObj; - event.data = handleObj.data; - - ret = ( (jQuery.event.special[ handleObj.origType ] || {}).handle || handleObj.handler ) - .apply( matched.elem, args ); - - if ( ret !== undefined ) { - if ( (event.result = ret) === false ) { - event.preventDefault(); - event.stopPropagation(); - } - } - } - } - } - - // Call the postDispatch hook for the mapped type - if ( special.postDispatch ) { - special.postDispatch.call( this, event ); - } - - return event.result; - }, - - handlers: function( event, handlers ) { - var sel, handleObj, matches, i, - handlerQueue = [], - delegateCount = handlers.delegateCount, - cur = event.target; - - // Find delegate handlers - // Black-hole SVG instance trees (#13180) - // Avoid non-left-click bubbling in Firefox (#3861) - if ( delegateCount && cur.nodeType && (!event.button || event.type !== "click") ) { - - /* jshint eqeqeq: false */ - for ( ; cur != this; cur = cur.parentNode || this ) { - /* jshint eqeqeq: true */ - - // Don't check non-elements (#13208) - // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) - if ( cur.nodeType === 1 && (cur.disabled !== true || event.type !== "click") ) { - matches = []; - for ( i = 0; i < delegateCount; i++ ) { - handleObj = handlers[ i ]; - - // Don't conflict with Object.prototype properties (#13203) - sel = handleObj.selector + " "; - - if ( matches[ sel ] === undefined ) { - matches[ sel ] = handleObj.needsContext ? - jQuery( sel, this ).index( cur ) >= 0 : - jQuery.find( sel, this, null, [ cur ] ).length; - } - if ( matches[ sel ] ) { - matches.push( handleObj ); - } - } - if ( matches.length ) { - handlerQueue.push({ elem: cur, handlers: matches }); - } - } - } - } - - // Add the remaining (directly-bound) handlers - if ( delegateCount < handlers.length ) { - handlerQueue.push({ elem: this, handlers: handlers.slice( delegateCount ) }); - } - - return handlerQueue; - }, - - fix: function( event ) { - if ( event[ jQuery.expando ] ) { - return event; - } - - // Create a writable copy of the event object and normalize some properties - var i, prop, copy, - type = event.type, - originalEvent = event, - fixHook = this.fixHooks[ type ]; - - if ( !fixHook ) { - this.fixHooks[ type ] = fixHook = - rmouseEvent.test( type ) ? this.mouseHooks : - rkeyEvent.test( type ) ? this.keyHooks : - {}; - } - copy = fixHook.props ? this.props.concat( fixHook.props ) : this.props; - - event = new jQuery.Event( originalEvent ); - - i = copy.length; - while ( i-- ) { - prop = copy[ i ]; - event[ prop ] = originalEvent[ prop ]; - } - - // Support: IE<9 - // Fix target property (#1925) - if ( !event.target ) { - event.target = originalEvent.srcElement || document; - } - - // Support: Chrome 23+, Safari? - // Target should not be a text node (#504, #13143) - if ( event.target.nodeType === 3 ) { - event.target = event.target.parentNode; - } - - // Support: IE<9 - // For mouse/key events, metaKey==false if it's undefined (#3368, #11328) - event.metaKey = !!event.metaKey; - - return fixHook.filter ? fixHook.filter( event, originalEvent ) : event; - }, - - // Includes some event props shared by KeyEvent and MouseEvent - props: "altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "), - - fixHooks: {}, - - keyHooks: { - props: "char charCode key keyCode".split(" "), - filter: function( event, original ) { - - // Add which for key events - if ( event.which == null ) { - event.which = original.charCode != null ? original.charCode : original.keyCode; - } - - return event; - } - }, - - mouseHooks: { - props: "button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "), - filter: function( event, original ) { - var body, eventDoc, doc, - button = original.button, - fromElement = original.fromElement; - - // Calculate pageX/Y if missing and clientX/Y available - if ( event.pageX == null && original.clientX != null ) { - eventDoc = event.target.ownerDocument || document; - doc = eventDoc.documentElement; - body = eventDoc.body; - - event.pageX = original.clientX + ( doc && doc.scrollLeft || body && body.scrollLeft || 0 ) - ( doc && doc.clientLeft || body && body.clientLeft || 0 ); - event.pageY = original.clientY + ( doc && doc.scrollTop || body && body.scrollTop || 0 ) - ( doc && doc.clientTop || body && body.clientTop || 0 ); - } - - // Add relatedTarget, if necessary - if ( !event.relatedTarget && fromElement ) { - event.relatedTarget = fromElement === event.target ? original.toElement : fromElement; - } - - // Add which for click: 1 === left; 2 === middle; 3 === right - // Note: button is not normalized, so don't use it - if ( !event.which && button !== undefined ) { - event.which = ( button & 1 ? 1 : ( button & 2 ? 3 : ( button & 4 ? 2 : 0 ) ) ); - } - - return event; - } - }, - - special: { - load: { - // Prevent triggered image.load events from bubbling to window.load - noBubble: true - }, - focus: { - // Fire native event if possible so blur/focus sequence is correct - trigger: function() { - if ( this !== safeActiveElement() && this.focus ) { - try { - this.focus(); - return false; - } catch ( e ) { - // Support: IE<9 - // If we error on focus to hidden element (#1486, #12518), - // let .trigger() run the handlers - } - } - }, - delegateType: "focusin" - }, - blur: { - trigger: function() { - if ( this === safeActiveElement() && this.blur ) { - this.blur(); - return false; - } - }, - delegateType: "focusout" - }, - click: { - // For checkbox, fire native event so checked state will be right - trigger: function() { - if ( jQuery.nodeName( this, "input" ) && this.type === "checkbox" && this.click ) { - this.click(); - return false; - } - }, - - // For cross-browser consistency, don't fire native .click() on links - _default: function( event ) { - return jQuery.nodeName( event.target, "a" ); - } - }, - - beforeunload: { - postDispatch: function( event ) { - - // Support: Firefox 20+ - // Firefox doesn't alert if the returnValue field is not set. - if ( event.result !== undefined && event.originalEvent ) { - event.originalEvent.returnValue = event.result; - } - } - } - }, - - simulate: function( type, elem, event, bubble ) { - // Piggyback on a donor event to simulate a different one. - // Fake originalEvent to avoid donor's stopPropagation, but if the - // simulated event prevents default then we do the same on the donor. - var e = jQuery.extend( - new jQuery.Event(), - event, - { - type: type, - isSimulated: true, - originalEvent: {} - } - ); - if ( bubble ) { - jQuery.event.trigger( e, null, elem ); - } else { - jQuery.event.dispatch.call( elem, e ); - } - if ( e.isDefaultPrevented() ) { - event.preventDefault(); - } - } -}; - -jQuery.removeEvent = document.removeEventListener ? - function( elem, type, handle ) { - if ( elem.removeEventListener ) { - elem.removeEventListener( type, handle, false ); - } - } : - function( elem, type, handle ) { - var name = "on" + type; - - if ( elem.detachEvent ) { - - // #8545, #7054, preventing memory leaks for custom events in IE6-8 - // detachEvent needed property on element, by name of that event, to properly expose it to GC - if ( typeof elem[ name ] === strundefined ) { - elem[ name ] = null; - } - - elem.detachEvent( name, handle ); - } - }; - -jQuery.Event = function( src, props ) { - // Allow instantiation without the 'new' keyword - if ( !(this instanceof jQuery.Event) ) { - return new jQuery.Event( src, props ); - } - - // Event object - if ( src && src.type ) { - this.originalEvent = src; - this.type = src.type; - - // Events bubbling up the document may have been marked as prevented - // by a handler lower down the tree; reflect the correct value. - this.isDefaultPrevented = src.defaultPrevented || - src.defaultPrevented === undefined && - // Support: IE < 9, Android < 4.0 - src.returnValue === false ? - returnTrue : - returnFalse; - - // Event type - } else { - this.type = src; - } - - // Put explicitly provided properties onto the event object - if ( props ) { - jQuery.extend( this, props ); - } - - // Create a timestamp if incoming event doesn't have one - this.timeStamp = src && src.timeStamp || jQuery.now(); - - // Mark it as fixed - this[ jQuery.expando ] = true; -}; - -// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding -// http://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html -jQuery.Event.prototype = { - isDefaultPrevented: returnFalse, - isPropagationStopped: returnFalse, - isImmediatePropagationStopped: returnFalse, - - preventDefault: function() { - var e = this.originalEvent; - - this.isDefaultPrevented = returnTrue; - if ( !e ) { - return; - } - - // If preventDefault exists, run it on the original event - if ( e.preventDefault ) { - e.preventDefault(); - - // Support: IE - // Otherwise set the returnValue property of the original event to false - } else { - e.returnValue = false; - } - }, - stopPropagation: function() { - var e = this.originalEvent; - - this.isPropagationStopped = returnTrue; - if ( !e ) { - return; - } - // If stopPropagation exists, run it on the original event - if ( e.stopPropagation ) { - e.stopPropagation(); - } - - // Support: IE - // Set the cancelBubble property of the original event to true - e.cancelBubble = true; - }, - stopImmediatePropagation: function() { - var e = this.originalEvent; - - this.isImmediatePropagationStopped = returnTrue; - - if ( e && e.stopImmediatePropagation ) { - e.stopImmediatePropagation(); - } - - this.stopPropagation(); - } -}; - -// Create mouseenter/leave events using mouseover/out and event-time checks -jQuery.each({ - mouseenter: "mouseover", - mouseleave: "mouseout", - pointerenter: "pointerover", - pointerleave: "pointerout" -}, function( orig, fix ) { - jQuery.event.special[ orig ] = { - delegateType: fix, - bindType: fix, - - handle: function( event ) { - var ret, - target = this, - related = event.relatedTarget, - handleObj = event.handleObj; - - // For mousenter/leave call the handler if related is outside the target. - // NB: No relatedTarget if the mouse left/entered the browser window - if ( !related || (related !== target && !jQuery.contains( target, related )) ) { - event.type = handleObj.origType; - ret = handleObj.handler.apply( this, arguments ); - event.type = fix; - } - return ret; - } - }; -}); - -// IE submit delegation -if ( !support.submitBubbles ) { - - jQuery.event.special.submit = { - setup: function() { - // Only need this for delegated form submit events - if ( jQuery.nodeName( this, "form" ) ) { - return false; - } - - // Lazy-add a submit handler when a descendant form may potentially be submitted - jQuery.event.add( this, "click._submit keypress._submit", function( e ) { - // Node name check avoids a VML-related crash in IE (#9807) - var elem = e.target, - form = jQuery.nodeName( elem, "input" ) || jQuery.nodeName( elem, "button" ) ? elem.form : undefined; - if ( form && !jQuery._data( form, "submitBubbles" ) ) { - jQuery.event.add( form, "submit._submit", function( event ) { - event._submit_bubble = true; - }); - jQuery._data( form, "submitBubbles", true ); - } - }); - // return undefined since we don't need an event listener - }, - - postDispatch: function( event ) { - // If form was submitted by the user, bubble the event up the tree - if ( event._submit_bubble ) { - delete event._submit_bubble; - if ( this.parentNode && !event.isTrigger ) { - jQuery.event.simulate( "submit", this.parentNode, event, true ); - } - } - }, - - teardown: function() { - // Only need this for delegated form submit events - if ( jQuery.nodeName( this, "form" ) ) { - return false; - } - - // Remove delegated handlers; cleanData eventually reaps submit handlers attached above - jQuery.event.remove( this, "._submit" ); - } - }; -} - -// IE change delegation and checkbox/radio fix -if ( !support.changeBubbles ) { - - jQuery.event.special.change = { - - setup: function() { - - if ( rformElems.test( this.nodeName ) ) { - // IE doesn't fire change on a check/radio until blur; trigger it on click - // after a propertychange. Eat the blur-change in special.change.handle. - // This still fires onchange a second time for check/radio after blur. - if ( this.type === "checkbox" || this.type === "radio" ) { - jQuery.event.add( this, "propertychange._change", function( event ) { - if ( event.originalEvent.propertyName === "checked" ) { - this._just_changed = true; - } - }); - jQuery.event.add( this, "click._change", function( event ) { - if ( this._just_changed && !event.isTrigger ) { - this._just_changed = false; - } - // Allow triggered, simulated change events (#11500) - jQuery.event.simulate( "change", this, event, true ); - }); - } - return false; - } - // Delegated event; lazy-add a change handler on descendant inputs - jQuery.event.add( this, "beforeactivate._change", function( e ) { - var elem = e.target; - - if ( rformElems.test( elem.nodeName ) && !jQuery._data( elem, "changeBubbles" ) ) { - jQuery.event.add( elem, "change._change", function( event ) { - if ( this.parentNode && !event.isSimulated && !event.isTrigger ) { - jQuery.event.simulate( "change", this.parentNode, event, true ); - } - }); - jQuery._data( elem, "changeBubbles", true ); - } - }); - }, - - handle: function( event ) { - var elem = event.target; - - // Swallow native change events from checkbox/radio, we already triggered them above - if ( this !== elem || event.isSimulated || event.isTrigger || (elem.type !== "radio" && elem.type !== "checkbox") ) { - return event.handleObj.handler.apply( this, arguments ); - } - }, - - teardown: function() { - jQuery.event.remove( this, "._change" ); - - return !rformElems.test( this.nodeName ); - } - }; -} - -// Create "bubbling" focus and blur events -if ( !support.focusinBubbles ) { - jQuery.each({ focus: "focusin", blur: "focusout" }, function( orig, fix ) { - - // Attach a single capturing handler on the document while someone wants focusin/focusout - var handler = function( event ) { - jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ), true ); - }; - - jQuery.event.special[ fix ] = { - setup: function() { - var doc = this.ownerDocument || this, - attaches = jQuery._data( doc, fix ); - - if ( !attaches ) { - doc.addEventListener( orig, handler, true ); - } - jQuery._data( doc, fix, ( attaches || 0 ) + 1 ); - }, - teardown: function() { - var doc = this.ownerDocument || this, - attaches = jQuery._data( doc, fix ) - 1; - - if ( !attaches ) { - doc.removeEventListener( orig, handler, true ); - jQuery._removeData( doc, fix ); - } else { - jQuery._data( doc, fix, attaches ); - } - } - }; - }); -} - -jQuery.fn.extend({ - - on: function( types, selector, data, fn, /*INTERNAL*/ one ) { - var type, origFn; - - // Types can be a map of types/handlers - if ( typeof types === "object" ) { - // ( types-Object, selector, data ) - if ( typeof selector !== "string" ) { - // ( types-Object, data ) - data = data || selector; - selector = undefined; - } - for ( type in types ) { - this.on( type, selector, data, types[ type ], one ); - } - return this; - } - - if ( data == null && fn == null ) { - // ( types, fn ) - fn = selector; - data = selector = undefined; - } else if ( fn == null ) { - if ( typeof selector === "string" ) { - // ( types, selector, fn ) - fn = data; - data = undefined; - } else { - // ( types, data, fn ) - fn = data; - data = selector; - selector = undefined; - } - } - if ( fn === false ) { - fn = returnFalse; - } else if ( !fn ) { - return this; - } - - if ( one === 1 ) { - origFn = fn; - fn = function( event ) { - // Can use an empty set, since event contains the info - jQuery().off( event ); - return origFn.apply( this, arguments ); - }; - // Use same guid so caller can remove using origFn - fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); - } - return this.each( function() { - jQuery.event.add( this, types, fn, data, selector ); - }); - }, - one: function( types, selector, data, fn ) { - return this.on( types, selector, data, fn, 1 ); - }, - off: function( types, selector, fn ) { - var handleObj, type; - if ( types && types.preventDefault && types.handleObj ) { - // ( event ) dispatched jQuery.Event - handleObj = types.handleObj; - jQuery( types.delegateTarget ).off( - handleObj.namespace ? handleObj.origType + "." + handleObj.namespace : handleObj.origType, - handleObj.selector, - handleObj.handler - ); - return this; - } - if ( typeof types === "object" ) { - // ( types-object [, selector] ) - for ( type in types ) { - this.off( type, selector, types[ type ] ); - } - return this; - } - if ( selector === false || typeof selector === "function" ) { - // ( types [, fn] ) - fn = selector; - selector = undefined; - } - if ( fn === false ) { - fn = returnFalse; - } - return this.each(function() { - jQuery.event.remove( this, types, fn, selector ); - }); - }, - - trigger: function( type, data ) { - return this.each(function() { - jQuery.event.trigger( type, data, this ); - }); - }, - triggerHandler: function( type, data ) { - var elem = this[0]; - if ( elem ) { - return jQuery.event.trigger( type, data, elem, true ); - } - } -}); - - -function createSafeFragment( document ) { - var list = nodeNames.split( "|" ), - safeFrag = document.createDocumentFragment(); - - if ( safeFrag.createElement ) { - while ( list.length ) { - safeFrag.createElement( - list.pop() - ); - } - } - return safeFrag; -} - -var nodeNames = "abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|" + - "header|hgroup|mark|meter|nav|output|progress|section|summary|time|video", - rinlinejQuery = / jQuery\d+="(?:null|\d+)"/g, - rnoshimcache = new RegExp("<(?:" + nodeNames + ")[\\s/>]", "i"), - rleadingWhitespace = /^\s+/, - rxhtmlTag = /<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi, - rtagName = /<([\w:]+)/, - rtbody = /\s*$/g, - - // We have to close these tags to support XHTML (#13200) - wrapMap = { - option: [ 1, "" ], - legend: [ 1, "
", "
" ], - area: [ 1, "", "" ], - param: [ 1, "", "" ], - thead: [ 1, "", "
" ], - tr: [ 2, "", "
" ], - col: [ 2, "", "
" ], - td: [ 3, "", "
" ], - - // IE6-8 can't serialize link, script, style, or any html5 (NoScope) tags, - // unless wrapped in a div with non-breaking characters in front of it. - _default: support.htmlSerialize ? [ 0, "", "" ] : [ 1, "X
", "
" ] - }, - safeFragment = createSafeFragment( document ), - fragmentDiv = safeFragment.appendChild( document.createElement("div") ); - -wrapMap.optgroup = wrapMap.option; -wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; -wrapMap.th = wrapMap.td; - -function getAll( context, tag ) { - var elems, elem, - i = 0, - found = typeof context.getElementsByTagName !== strundefined ? context.getElementsByTagName( tag || "*" ) : - typeof context.querySelectorAll !== strundefined ? context.querySelectorAll( tag || "*" ) : - undefined; - - if ( !found ) { - for ( found = [], elems = context.childNodes || context; (elem = elems[i]) != null; i++ ) { - if ( !tag || jQuery.nodeName( elem, tag ) ) { - found.push( elem ); - } else { - jQuery.merge( found, getAll( elem, tag ) ); - } - } - } - - return tag === undefined || tag && jQuery.nodeName( context, tag ) ? - jQuery.merge( [ context ], found ) : - found; -} - -// Used in buildFragment, fixes the defaultChecked property -function fixDefaultChecked( elem ) { - if ( rcheckableType.test( elem.type ) ) { - elem.defaultChecked = elem.checked; - } -} - -// Support: IE<8 -// Manipulating tables requires a tbody -function manipulationTarget( elem, content ) { - return jQuery.nodeName( elem, "table" ) && - jQuery.nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ? - - elem.getElementsByTagName("tbody")[0] || - elem.appendChild( elem.ownerDocument.createElement("tbody") ) : - elem; -} - -// Replace/restore the type attribute of script elements for safe DOM manipulation -function disableScript( elem ) { - elem.type = (jQuery.find.attr( elem, "type" ) !== null) + "/" + elem.type; - return elem; -} -function restoreScript( elem ) { - var match = rscriptTypeMasked.exec( elem.type ); - if ( match ) { - elem.type = match[1]; - } else { - elem.removeAttribute("type"); - } - return elem; -} - -// Mark scripts as having already been evaluated -function setGlobalEval( elems, refElements ) { - var elem, - i = 0; - for ( ; (elem = elems[i]) != null; i++ ) { - jQuery._data( elem, "globalEval", !refElements || jQuery._data( refElements[i], "globalEval" ) ); - } -} - -function cloneCopyEvent( src, dest ) { - - if ( dest.nodeType !== 1 || !jQuery.hasData( src ) ) { - return; - } - - var type, i, l, - oldData = jQuery._data( src ), - curData = jQuery._data( dest, oldData ), - events = oldData.events; - - if ( events ) { - delete curData.handle; - curData.events = {}; - - for ( type in events ) { - for ( i = 0, l = events[ type ].length; i < l; i++ ) { - jQuery.event.add( dest, type, events[ type ][ i ] ); - } - } - } - - // make the cloned public data object a copy from the original - if ( curData.data ) { - curData.data = jQuery.extend( {}, curData.data ); - } -} - -function fixCloneNodeIssues( src, dest ) { - var nodeName, e, data; - - // We do not need to do anything for non-Elements - if ( dest.nodeType !== 1 ) { - return; - } - - nodeName = dest.nodeName.toLowerCase(); - - // IE6-8 copies events bound via attachEvent when using cloneNode. - if ( !support.noCloneEvent && dest[ jQuery.expando ] ) { - data = jQuery._data( dest ); - - for ( e in data.events ) { - jQuery.removeEvent( dest, e, data.handle ); - } - - // Event data gets referenced instead of copied if the expando gets copied too - dest.removeAttribute( jQuery.expando ); - } - - // IE blanks contents when cloning scripts, and tries to evaluate newly-set text - if ( nodeName === "script" && dest.text !== src.text ) { - disableScript( dest ).text = src.text; - restoreScript( dest ); - - // IE6-10 improperly clones children of object elements using classid. - // IE10 throws NoModificationAllowedError if parent is null, #12132. - } else if ( nodeName === "object" ) { - if ( dest.parentNode ) { - dest.outerHTML = src.outerHTML; - } - - // This path appears unavoidable for IE9. When cloning an object - // element in IE9, the outerHTML strategy above is not sufficient. - // If the src has innerHTML and the destination does not, - // copy the src.innerHTML into the dest.innerHTML. #10324 - if ( support.html5Clone && ( src.innerHTML && !jQuery.trim(dest.innerHTML) ) ) { - dest.innerHTML = src.innerHTML; - } - - } else if ( nodeName === "input" && rcheckableType.test( src.type ) ) { - // IE6-8 fails to persist the checked state of a cloned checkbox - // or radio button. Worse, IE6-7 fail to give the cloned element - // a checked appearance if the defaultChecked value isn't also set - - dest.defaultChecked = dest.checked = src.checked; - - // IE6-7 get confused and end up setting the value of a cloned - // checkbox/radio button to an empty string instead of "on" - if ( dest.value !== src.value ) { - dest.value = src.value; - } - - // IE6-8 fails to return the selected option to the default selected - // state when cloning options - } else if ( nodeName === "option" ) { - dest.defaultSelected = dest.selected = src.defaultSelected; - - // IE6-8 fails to set the defaultValue to the correct value when - // cloning other types of input fields - } else if ( nodeName === "input" || nodeName === "textarea" ) { - dest.defaultValue = src.defaultValue; - } -} - -jQuery.extend({ - clone: function( elem, dataAndEvents, deepDataAndEvents ) { - var destElements, node, clone, i, srcElements, - inPage = jQuery.contains( elem.ownerDocument, elem ); - - if ( support.html5Clone || jQuery.isXMLDoc(elem) || !rnoshimcache.test( "<" + elem.nodeName + ">" ) ) { - clone = elem.cloneNode( true ); - - // IE<=8 does not properly clone detached, unknown element nodes - } else { - fragmentDiv.innerHTML = elem.outerHTML; - fragmentDiv.removeChild( clone = fragmentDiv.firstChild ); - } - - if ( (!support.noCloneEvent || !support.noCloneChecked) && - (elem.nodeType === 1 || elem.nodeType === 11) && !jQuery.isXMLDoc(elem) ) { - - // We eschew Sizzle here for performance reasons: http://jsperf.com/getall-vs-sizzle/2 - destElements = getAll( clone ); - srcElements = getAll( elem ); - - // Fix all IE cloning issues - for ( i = 0; (node = srcElements[i]) != null; ++i ) { - // Ensure that the destination node is not null; Fixes #9587 - if ( destElements[i] ) { - fixCloneNodeIssues( node, destElements[i] ); - } - } - } - - // Copy the events from the original to the clone - if ( dataAndEvents ) { - if ( deepDataAndEvents ) { - srcElements = srcElements || getAll( elem ); - destElements = destElements || getAll( clone ); - - for ( i = 0; (node = srcElements[i]) != null; i++ ) { - cloneCopyEvent( node, destElements[i] ); - } - } else { - cloneCopyEvent( elem, clone ); - } - } - - // Preserve script evaluation history - destElements = getAll( clone, "script" ); - if ( destElements.length > 0 ) { - setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); - } - - destElements = srcElements = node = null; - - // Return the cloned set - return clone; - }, - - buildFragment: function( elems, context, scripts, selection ) { - var j, elem, contains, - tmp, tag, tbody, wrap, - l = elems.length, - - // Ensure a safe fragment - safe = createSafeFragment( context ), - - nodes = [], - i = 0; - - for ( ; i < l; i++ ) { - elem = elems[ i ]; - - if ( elem || elem === 0 ) { - - // Add nodes directly - if ( jQuery.type( elem ) === "object" ) { - jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); - - // Convert non-html into a text node - } else if ( !rhtml.test( elem ) ) { - nodes.push( context.createTextNode( elem ) ); - - // Convert html into DOM nodes - } else { - tmp = tmp || safe.appendChild( context.createElement("div") ); - - // Deserialize a standard representation - tag = (rtagName.exec( elem ) || [ "", "" ])[ 1 ].toLowerCase(); - wrap = wrapMap[ tag ] || wrapMap._default; - - tmp.innerHTML = wrap[1] + elem.replace( rxhtmlTag, "<$1>" ) + wrap[2]; - - // Descend through wrappers to the right content - j = wrap[0]; - while ( j-- ) { - tmp = tmp.lastChild; - } - - // Manually add leading whitespace removed by IE - if ( !support.leadingWhitespace && rleadingWhitespace.test( elem ) ) { - nodes.push( context.createTextNode( rleadingWhitespace.exec( elem )[0] ) ); - } - - // Remove IE's autoinserted from table fragments - if ( !support.tbody ) { - - // String was a , *may* have spurious - elem = tag === "table" && !rtbody.test( elem ) ? - tmp.firstChild : - - // String was a bare or - wrap[1] === "
" && !rtbody.test( elem ) ? - tmp : - 0; - - j = elem && elem.childNodes.length; - while ( j-- ) { - if ( jQuery.nodeName( (tbody = elem.childNodes[j]), "tbody" ) && !tbody.childNodes.length ) { - elem.removeChild( tbody ); - } - } - } - - jQuery.merge( nodes, tmp.childNodes ); - - // Fix #12392 for WebKit and IE > 9 - tmp.textContent = ""; - - // Fix #12392 for oldIE - while ( tmp.firstChild ) { - tmp.removeChild( tmp.firstChild ); - } - - // Remember the top-level container for proper cleanup - tmp = safe.lastChild; - } - } - } - - // Fix #11356: Clear elements from fragment - if ( tmp ) { - safe.removeChild( tmp ); - } - - // Reset defaultChecked for any radios and checkboxes - // about to be appended to the DOM in IE 6/7 (#8060) - if ( !support.appendChecked ) { - jQuery.grep( getAll( nodes, "input" ), fixDefaultChecked ); - } - - i = 0; - while ( (elem = nodes[ i++ ]) ) { - - // #4087 - If origin and destination elements are the same, and this is - // that element, do not do anything - if ( selection && jQuery.inArray( elem, selection ) !== -1 ) { - continue; - } - - contains = jQuery.contains( elem.ownerDocument, elem ); - - // Append to fragment - tmp = getAll( safe.appendChild( elem ), "script" ); - - // Preserve script evaluation history - if ( contains ) { - setGlobalEval( tmp ); - } - - // Capture executables - if ( scripts ) { - j = 0; - while ( (elem = tmp[ j++ ]) ) { - if ( rscriptType.test( elem.type || "" ) ) { - scripts.push( elem ); - } - } - } - } - - tmp = null; - - return safe; - }, - - cleanData: function( elems, /* internal */ acceptData ) { - var elem, type, id, data, - i = 0, - internalKey = jQuery.expando, - cache = jQuery.cache, - deleteExpando = support.deleteExpando, - special = jQuery.event.special; - - for ( ; (elem = elems[i]) != null; i++ ) { - if ( acceptData || jQuery.acceptData( elem ) ) { - - id = elem[ internalKey ]; - data = id && cache[ id ]; - - if ( data ) { - if ( data.events ) { - for ( type in data.events ) { - if ( special[ type ] ) { - jQuery.event.remove( elem, type ); - - // This is a shortcut to avoid jQuery.event.remove's overhead - } else { - jQuery.removeEvent( elem, type, data.handle ); - } - } - } - - // Remove cache only if it was not already removed by jQuery.event.remove - if ( cache[ id ] ) { - - delete cache[ id ]; - - // IE does not allow us to delete expando properties from nodes, - // nor does it have a removeAttribute function on Document nodes; - // we must handle all of these cases - if ( deleteExpando ) { - delete elem[ internalKey ]; - - } else if ( typeof elem.removeAttribute !== strundefined ) { - elem.removeAttribute( internalKey ); - - } else { - elem[ internalKey ] = null; - } - - deletedIds.push( id ); - } - } - } - } - } -}); - -jQuery.fn.extend({ - text: function( value ) { - return access( this, function( value ) { - return value === undefined ? - jQuery.text( this ) : - this.empty().append( ( this[0] && this[0].ownerDocument || document ).createTextNode( value ) ); - }, null, value, arguments.length ); - }, - - append: function() { - return this.domManip( arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.appendChild( elem ); - } - }); - }, - - prepend: function() { - return this.domManip( arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.insertBefore( elem, target.firstChild ); - } - }); - }, - - before: function() { - return this.domManip( arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this ); - } - }); - }, - - after: function() { - return this.domManip( arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this.nextSibling ); - } - }); - }, - - remove: function( selector, keepData /* Internal Use Only */ ) { - var elem, - elems = selector ? jQuery.filter( selector, this ) : this, - i = 0; - - for ( ; (elem = elems[i]) != null; i++ ) { - - if ( !keepData && elem.nodeType === 1 ) { - jQuery.cleanData( getAll( elem ) ); - } - - if ( elem.parentNode ) { - if ( keepData && jQuery.contains( elem.ownerDocument, elem ) ) { - setGlobalEval( getAll( elem, "script" ) ); - } - elem.parentNode.removeChild( elem ); - } - } - - return this; - }, - - empty: function() { - var elem, - i = 0; - - for ( ; (elem = this[i]) != null; i++ ) { - // Remove element nodes and prevent memory leaks - if ( elem.nodeType === 1 ) { - jQuery.cleanData( getAll( elem, false ) ); - } - - // Remove any remaining nodes - while ( elem.firstChild ) { - elem.removeChild( elem.firstChild ); - } - - // If this is a select, ensure that it displays empty (#12336) - // Support: IE<9 - if ( elem.options && jQuery.nodeName( elem, "select" ) ) { - elem.options.length = 0; - } - } - - return this; - }, - - clone: function( dataAndEvents, deepDataAndEvents ) { - dataAndEvents = dataAndEvents == null ? false : dataAndEvents; - deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; - - return this.map(function() { - return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); - }); - }, - - html: function( value ) { - return access( this, function( value ) { - var elem = this[ 0 ] || {}, - i = 0, - l = this.length; - - if ( value === undefined ) { - return elem.nodeType === 1 ? - elem.innerHTML.replace( rinlinejQuery, "" ) : - undefined; - } - - // See if we can take a shortcut and just use innerHTML - if ( typeof value === "string" && !rnoInnerhtml.test( value ) && - ( support.htmlSerialize || !rnoshimcache.test( value ) ) && - ( support.leadingWhitespace || !rleadingWhitespace.test( value ) ) && - !wrapMap[ (rtagName.exec( value ) || [ "", "" ])[ 1 ].toLowerCase() ] ) { - - value = value.replace( rxhtmlTag, "<$1>" ); - - try { - for (; i < l; i++ ) { - // Remove element nodes and prevent memory leaks - elem = this[i] || {}; - if ( elem.nodeType === 1 ) { - jQuery.cleanData( getAll( elem, false ) ); - elem.innerHTML = value; - } - } - - elem = 0; - - // If using innerHTML throws an exception, use the fallback method - } catch(e) {} - } - - if ( elem ) { - this.empty().append( value ); - } - }, null, value, arguments.length ); - }, - - replaceWith: function() { - var arg = arguments[ 0 ]; - - // Make the changes, replacing each context element with the new content - this.domManip( arguments, function( elem ) { - arg = this.parentNode; - - jQuery.cleanData( getAll( this ) ); - - if ( arg ) { - arg.replaceChild( elem, this ); - } - }); - - // Force removal if there was no new content (e.g., from empty arguments) - return arg && (arg.length || arg.nodeType) ? this : this.remove(); - }, - - detach: function( selector ) { - return this.remove( selector, true ); - }, - - domManip: function( args, callback ) { - - // Flatten any nested arrays - args = concat.apply( [], args ); - - var first, node, hasScripts, - scripts, doc, fragment, - i = 0, - l = this.length, - set = this, - iNoClone = l - 1, - value = args[0], - isFunction = jQuery.isFunction( value ); - - // We can't cloneNode fragments that contain checked, in WebKit - if ( isFunction || - ( l > 1 && typeof value === "string" && - !support.checkClone && rchecked.test( value ) ) ) { - return this.each(function( index ) { - var self = set.eq( index ); - if ( isFunction ) { - args[0] = value.call( this, index, self.html() ); - } - self.domManip( args, callback ); - }); - } - - if ( l ) { - fragment = jQuery.buildFragment( args, this[ 0 ].ownerDocument, false, this ); - first = fragment.firstChild; - - if ( fragment.childNodes.length === 1 ) { - fragment = first; - } - - if ( first ) { - scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); - hasScripts = scripts.length; - - // Use the original fragment for the last item instead of the first because it can end up - // being emptied incorrectly in certain situations (#8070). - for ( ; i < l; i++ ) { - node = fragment; - - if ( i !== iNoClone ) { - node = jQuery.clone( node, true, true ); - - // Keep references to cloned scripts for later restoration - if ( hasScripts ) { - jQuery.merge( scripts, getAll( node, "script" ) ); - } - } - - callback.call( this[i], node, i ); - } - - if ( hasScripts ) { - doc = scripts[ scripts.length - 1 ].ownerDocument; - - // Reenable scripts - jQuery.map( scripts, restoreScript ); - - // Evaluate executable scripts on first document insertion - for ( i = 0; i < hasScripts; i++ ) { - node = scripts[ i ]; - if ( rscriptType.test( node.type || "" ) && - !jQuery._data( node, "globalEval" ) && jQuery.contains( doc, node ) ) { - - if ( node.src ) { - // Optional AJAX dependency, but won't run scripts if not present - if ( jQuery._evalUrl ) { - jQuery._evalUrl( node.src ); - } - } else { - jQuery.globalEval( ( node.text || node.textContent || node.innerHTML || "" ).replace( rcleanScript, "" ) ); - } - } - } - } - - // Fix #11809: Avoid leaking memory - fragment = first = null; - } - } - - return this; - } -}); - -jQuery.each({ - appendTo: "append", - prependTo: "prepend", - insertBefore: "before", - insertAfter: "after", - replaceAll: "replaceWith" -}, function( name, original ) { - jQuery.fn[ name ] = function( selector ) { - var elems, - i = 0, - ret = [], - insert = jQuery( selector ), - last = insert.length - 1; - - for ( ; i <= last; i++ ) { - elems = i === last ? this : this.clone(true); - jQuery( insert[i] )[ original ]( elems ); - - // Modern browsers can apply jQuery collections as arrays, but oldIE needs a .get() - push.apply( ret, elems.get() ); - } - - return this.pushStack( ret ); - }; -}); - - -var iframe, - elemdisplay = {}; - -/** - * Retrieve the actual display of a element - * @param {String} name nodeName of the element - * @param {Object} doc Document object - */ -// Called only from within defaultDisplay -function actualDisplay( name, doc ) { - var style, - elem = jQuery( doc.createElement( name ) ).appendTo( doc.body ), - - // getDefaultComputedStyle might be reliably used only on attached element - display = window.getDefaultComputedStyle && ( style = window.getDefaultComputedStyle( elem[ 0 ] ) ) ? - - // Use of this method is a temporary fix (more like optmization) until something better comes along, - // since it was removed from specification and supported only in FF - style.display : jQuery.css( elem[ 0 ], "display" ); - - // We don't have any data stored on the element, - // so use "detach" method as fast way to get rid of the element - elem.detach(); - - return display; -} - -/** - * Try to determine the default display value of an element - * @param {String} nodeName - */ -function defaultDisplay( nodeName ) { - var doc = document, - display = elemdisplay[ nodeName ]; - - if ( !display ) { - display = actualDisplay( nodeName, doc ); - - // If the simple way fails, read from inside an iframe - if ( display === "none" || !display ) { - - // Use the already-created iframe if possible - iframe = (iframe || jQuery( "