SIENTIAPDE-1478

Update sonar-project.properties to exclude all worker files from coverage and modify execution counts and timestamps in tests.ipynb. Add a new test for empty DataFrame handling in test_model_repository.py.

sonar-project.properties

@@ -3,7 +3,7 @@ sonar.projectName=sientia-dataops-laborious_temporal
 sonar.sources=laborious
 sonar.tests=tests
 sonar.projectVersion=1.0.0
-sonar.coverage.exclusions=laborious/worker/worker.py
+sonar.coverage.exclusions=laborious/worker/*
 sonar.qualitygate.wait=true
 sonar.qualitygate.timeout=300
 sonar.python.coverage.reportPaths=coverage.xml

tests/laborious/utils/repository/test_model_repository.py

@@ -566,6 +566,11 @@ async def test_download_model_transform(mlflow_repository):
     assert result == (mlflow_repository.load_transform_model.return_value, None)
 
 
+def test_detect_and_parse_datetime_index_empty(mlflow_repository):
+    input_data = DataFrame()
+    response = mlflow_repository.detect_and_parse_datetime_index(input_data, metadata['metadata'])
+    assert response.equals(input_data)
+
 invalid_cases = [
     (
         {'value': {'2024-01-01 12:00:00': 1, 2024: 2}},