Merge pull request #310 from cta-observatory/lstcam_calib

Use lstcam_calib instead of lstchain for the calibration

.github/workflows/ci.yml

@@ -31,8 +31,6 @@ jobs:
     strategy:
       matrix:
         include:
-          - python-version: "3.9"
-
           - python-version: "3.10"
 
           - python-version: "3.11"

environment.yml

@@ -21,12 +21,13 @@ dependencies:
   - click
   - pymongo
   - scikit-learn=1.2
-  - protobuf=3.20
-  - ctapipe_io_lst=0.22
+  - ctapipe_io_lst=0.24
   - ctaplot~=0.6.4
   - pyirf~=0.10
-  - lstchain>=0.10.7
+  - lstchain>=0.10.13
   - tenacity
+  - pip:
+      - lstcam_calib
   # dev dependencies
   - pytest
   - pytest-cov

extra/history_files/sequence_LST1_04183.history

@@ -1,2 +1,2 @@
-04179 onsite_create_drs4_pedestal_file v0.7.0 2021-12-19 22:11 None None 0
-04183 onsite_create_calibration_file v0.7.0 2021-12-19 22:11 None None 0
+04179 lstcam_calib_onsite_create_drs4_pedestal_file v0.7.0 2021-12-19 22:11 None None 0
+04183 lstcam_calib_onsite_create_calibration_file v0.7.0 2021-12-19 22:11 None None 0

pyproject.toml

@@ -26,15 +26,14 @@ classifiers = [
     "Topic :: Scientific/Engineering :: Astronomy",
     "Topic :: Scientific/Engineering :: Physics",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
 ]
 
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 dependencies = [
     "astropy~=5.0",
-    "lstchain>=0.10.7",
+    "lstchain>=0.10.13",
     "matplotlib",
     "numpy",
     "pandas",
@@ -48,6 +47,7 @@ dependencies = [
     "pymongo",
     "gammapy~=1.1",
     "tenacity",
+    "lstcam_calib",
 ]
 
 dynamic = ["version"]

src/osa/configs/sequencer.cfg

@@ -41,8 +41,10 @@ DL2_PROD_ID: model2
 
 [lstchain]
 # Calibration steps in calibration pipeline script
-drs4_baseline: onsite_create_drs4_pedestal_file
-charge_calibration: onsite_create_calibration_file
+#drs4_baseline: onsite_create_drs4_pedestal_file
+#charge_calibration: onsite_create_calibration_file
+drs4_baseline: lstcam_calib_onsite_create_drs4_pedestal_file
+charge_calibration: lstcam_calib_onsite_create_calibration_file
 use_ff_heuristic_id: False
 
 # Data processing steps in datasequence script

src/osa/scripts/calibration_pipeline.py

@@ -44,22 +44,23 @@ def is_calibration_produced(drs4_pedestal_run_id: int, pedcal_run_id: int) -> bo
 def drs4_pedestal_command(drs4_pedestal_run_id: int) -> list:
     """Build the create_drs4_pedestal command."""
     base_dir = Path(cfg.get("LST1", "BASE")).resolve()
+    command = cfg.get("lstchain", "drs4_baseline")
     return [
-        "onsite_create_drs4_pedestal_file",
-        f"--run_number={drs4_pedestal_run_id}",
-        f"--base_dir={base_dir}",
+        command,
+        "-r", str(drs4_pedestal_run_id),
+        "-b", base_dir,
         "--no-progress",
     ]
 
-
 def calibration_file_command(drs4_pedestal_run_id: int, pedcal_run_id: int) -> list:
     """Build the create_calibration_file command."""
     base_dir = Path(cfg.get("LST1", "BASE")).resolve()
+    command = cfg.get("lstchain", "charge_calibration")
     cmd = [
-        "onsite_create_calibration_file",
-        f"--pedestal_run={drs4_pedestal_run_id}",
-        f"--run_number={pedcal_run_id}",
-        f"--base_dir={base_dir}",
+        command,
+        "-p", str(drs4_pedestal_run_id),
+        "-r", str(pedcal_run_id),
+        "-b", base_dir,
     ]
     # In case of problems with trigger tagging:
     if cfg.getboolean("lstchain", "use_ff_heuristic_id"):

src/osa/scripts/tests/test_osa_scripts.py

@@ -301,9 +301,11 @@ def test_drs4_pedestal_cmd(base_test_dir):
 
     cmd = drs4_pedestal_command(drs4_pedestal_run_id="01804")
     expected_command = [
-        "onsite_create_drs4_pedestal_file",
-        "--run_number=01804",
-        f"--base_dir={base_test_dir}",
+        cfg.get("lstchain", "drs4_baseline"),
+        "-r",
+        "01804",
+        "-b",
+        base_test_dir,
         "--no-progress",
     ]
     assert cmd == expected_command
@@ -314,10 +316,13 @@ def test_calibration_file_cmd(base_test_dir):
 
     cmd = calibration_file_command(drs4_pedestal_run_id="01804", pedcal_run_id="01809")
     expected_command = [
-        "onsite_create_calibration_file",
-        "--pedestal_run=01804",
-        "--run_number=01809",
-        f"--base_dir={base_test_dir}",
+        cfg.get("lstchain", "charge_calibration"),
+        "-p",
+        "01804",
+        "-r",
+        "01809",
+        "-b",
+        base_test_dir,
     ]
     assert cmd == expected_command
 

src/osa/tests/test_jobs.py

@@ -395,7 +395,7 @@ def test_set_cache_dirs():
 def test_calibration_history_level():
     from osa.job import check_history_level
 
-    levels = {"onsite_create_drs4_pedestal_file": 1, "onsite_create_calibration_file": 0}
+    levels = {cfg.get("lstchain", "drs4_baseline"): 1, cfg.get("lstchain", "charge_calibration"): 0}
     level, exit_status = check_history_level(calibration_history_file, levels)
     assert level == 0
     assert exit_status == 0