Update .gitignore, values.yaml, and model_repository.py for improved data handling and logging
- Added 'catboost_info/' to .gitignore to prevent tracking of additional temporary files.
- Updated GITHUB_BRANCH in values.yaml to reflect the current branch for model retraining.
- Enhanced model_repository.py to drop duplicate timestamps in treated data and streamline attribute logging during model retraining.
Update .gitignore to include 'tmp/' directory and ensure '.env' is listed
- Added 'tmp/' to the .gitignore file to prevent temporary files from being tracked.
- Confirmed that '.env' is included to avoid committing sensitive environment variables.
- Expanded the .env file with configurations for MongoDB, Postgres, MlFlow, and Temporal.
- Refactored OPC class methods to be asynchronous, including init_opc, write_data, manage_output_tags, and shutdown.
- Updated the worker to initialize OPC asynchronously and adjusted shutdown handling for activities.
Refactor tests for Postgres activities and improve error handling
- Updated test_postgres.py to enhance the testing of load_custom_query method, including cases for None data and date conversion.
- Refactored repeat_last_prediction tests to use mocks for SQLAlchemy session execution.
- Added tests for export_data_to_postgres method, covering both success and error scenarios.
- Improved the initialization tests for Activities class to ensure proper instantiation of dependencies.
- Enhanced test coverage for OPC repository connection validation.
- Updated tests for prediction workflows to streamline input handling and improve clarity.
- Introduced tests for connectors configuration to validate environment variable handling for MLFlow, OPC, and Postgres.
- Added tests for logger utility to ensure default settings are correctly applied.