Enhance README and activities with advanced notification filtering features
- Updated README to include new intelligent notification filtering capabilities, including TTL-based duplicate prevention and ignore lists.
- Enhanced `Formatters` activity to support notification filtering for scheduled reports and added detailed filtering logic.
- Improved `SlotManager` to implement advanced notification filtering with persistent alert detection and group-based filtering.
- Updated `Alerts` workflow to incorporate intelligent filtering for real-time error notifications, ensuring efficient alert delivery.
Refactor orchestration and email handling
- Updated the orchestration queries to streamline model lookups and added conditions for active models.
- Changed the entry point in the local run script to use the worker module.
- Removed the deprecated samples.json file.
- Enhanced the Email activity to skip sending if the SMTP server is not configured.
- Added timestamp field handling in MongoDB activities for better data management.
- Updated connectors configuration to allow for a None SMTP server.
- Improved the common configuration function to include model configuration details.
Add test for handling cases with no receiver groups in Alerts workflow
- Implemented a new test case to verify the behavior of the Alerts workflow when no receiver groups are provided, ensuring that the workflow executes correctly without unnecessary processing.
SIENTIAPDE-1206: Add early return for empty receiver groups in Alerts workflow
- Implemented an early return in the Alerts class to handle cases where no receiver groups are provided, preventing unnecessary processing in the notification workflow.
Update environment variables in values.yaml and enhance predictions_batch function in orchestrator_functions.py
- Changed GITHUB_BRANCH to reflect the new task for adjusting laborious processes to capture timestamps from MLflow.
- Added a new filter configuration for handling empty data in the predictions_batch function to improve error management.
Update README.md to enhance system architecture documentation
- Removed outdated system overview diagram and replaced it with updated architecture diagrams for workflows, including Data Loading, Processing, and Notifications.
- Added detailed architecture sections for the Alerts and Reports workflows, including input parameters and flowcharts to illustrate processes.
- Improved clarity and organization of the README to better reflect the current system design and functionality.
Remove deprecated files and configurations
- Deleted coverage.sh, Dockerfile, docker-compose.yml, email.html, input_sample.json, and Makefile as part of the cleanup process.
- Updated README.md to reflect the removal of these components and provide a clearer overview of the project structure and functionality.
- Added module-level docstrings to orchestrator, activities, and workflows for improved documentation and clarity on system architecture.
SIENTIAPDE-1205: Enhance predictions_batch function and update test cases
- Added 'predictions_storage_policy' to the predictions_batch function for improved configuration handling.
- Updated test cases to include 'predictions_storage_policy' in expected results, ensuring consistency in testing.
Update README.md to enhance system architecture documentation
- Removed outdated system overview diagram and replaced it with updated architecture diagrams for workflows, including Data Loading, Processing, and Notifications.
- Added detailed architecture sections for the Alerts and Reports workflows, including input parameters and flowcharts to illustrate processes.
- Improved clarity and organization of the README to better reflect the current system design and functionality.
Remove deprecated files and configurations
- Deleted coverage.sh, Dockerfile, docker-compose.yml, email.html, input_sample.json, and Makefile as part of the cleanup process.
- Updated README.md to reflect the removal of these components and provide a clearer overview of the project structure and functionality.
- Added module-level docstrings to orchestrator, activities, and workflows for improved documentation and clarity on system architecture.
SIENTIAPDE-1205: Enhance predictions_batch function and update test cases
- Added 'predictions_storage_policy' to the predictions_batch function for improved configuration handling.
- Updated test cases to include 'predictions_storage_policy' in expected results, ensuring consistency in testing.
SIENTIAPDE-1205: Update timestamp formatting in MongoDB tests
- Modified timestamp handling in test_mongo_db.py to utilize DATETIME_FORMAT_MS_WITH_TZ for consistent formatting across test cases.
- Ensured all timestamp strings include UTC timezone information for improved accuracy in datetime comparisons.
SIENTIAPDE-1205: Update timestamp handling in MongoDB activities
- Modified timestamp formatting in mongo_db.py to apply UTC timezone before string conversion, ensuring consistency with DATETIME_FORMAT_MS_WITH_TZ.
SIENTIAPDE-1205: Simplify timestamp formatting in MongoDB activities
- Removed timezone conversion from timestamp handling in mongo_db.py, streamlining the formatting process while maintaining consistency with DATETIME_FORMAT_MS_WITH_TZ.
SIENTIAPDE-1205: Refactor timestamp handling in MongoDB activities
- Updated the import statement in mongo_db.py to include timezone support.
- Modified timestamp formatting to ensure UTC timezone is applied before string conversion, enhancing consistency in datetime handling.
SIENTIAPDE-1205: Update GITHUB_BRANCH and standardize datetime handling in MongoDB activities
- Changed GITHUB_BRANCH in values.yaml from "main" to "SIENTIAPDE-1205-alterar-opc-para-assincrono".
- Updated datetime parsing in mongo_db.py to use DATETIME_FORMAT_MS_WITH_TZ for consistent timestamp handling.
Update orchestration notebook execution count, modify image tag in values.yaml, and standardize datetime handling in MongoDB activities
- Changed execution count in init_orchestration.ipynb from 2 to 1.
- Updated image tag in values.yaml from 0.4.4 to 0.4.5.
- Replaced DATETIME_FORMAT_MS_WITH_TZ with DATETIME_FORMAT_MS in mongo_db.py for consistent timestamp handling.
chore: update image tag and enhance datetime column handling in orchestrator functions
- Updated the image tag in values.yaml from 0.4.2 to 0.4.4 for the latest version.
- Added support for datetime_columns in minimal_retrain and predictions_batch functions to improve timestamp handling in orchestrator functions.
refactor: standardize timestamp handling across MongoDB and SlotManager
- Replaced instances of `now()` with `date_now` for consistent timestamp usage in MongoDB and SlotManager activities.
- Updated test cases to mock the new `now()` function, ensuring accurate timestamp handling in unit tests.
- Adjusted timestamp formatting in various tests to align with the DATETIME_FORMAT_MS_WITH_TZ standard.
refactor: update date handling and remove deprecated constants
- Replaced the usage of datetime.now() with a new now() function from sientia_do.temporal.constants for consistent timestamp handling across multiple files.
- Updated the date format from DEFAULT_DATE_FORMAT to DATETIME_FORMAT_MS_WITH_TZ in various activities to ensure uniformity in timestamp formatting.
- Removed the obsolete patterns.py file that contained the DEFAULT_DATE_FORMAT constant.
chore: update sientia-dataops-library version and modify environment variables
- Updated the sientia-dataops-library dependency version from 1.4.1 to 1.4.2 in requirements.txt.
- Changed the GITHUB_BRANCH value in values.yaml to reflect the new task SIENTIAPDE-1193.
- Enhanced the process_notifications workflow to include timestamp conversion metadata for improved data handling.
chore: update image tag and enhance datetime column handling in orchestrator functions
- Updated the image tag in values.yaml from 0.4.2 to 0.4.4 for the latest version.
- Added support for datetime_columns in minimal_retrain and predictions_batch functions to improve timestamp handling in orchestrator functions.
refactor: standardize timestamp handling across MongoDB and SlotManager
- Replaced instances of `now()` with `date_now` for consistent timestamp usage in MongoDB and SlotManager activities.
- Updated test cases to mock the new `now()` function, ensuring accurate timestamp handling in unit tests.
- Adjusted timestamp formatting in various tests to align with the DATETIME_FORMAT_MS_WITH_TZ standard.
refactor: update date handling and remove deprecated constants
- Replaced the usage of datetime.now() with a new now() function from sientia_do.temporal.constants for consistent timestamp handling across multiple files.
- Updated the date format from DEFAULT_DATE_FORMAT to DATETIME_FORMAT_MS_WITH_TZ in various activities to ensure uniformity in timestamp formatting.
- Removed the obsolete patterns.py file that contained the DEFAULT_DATE_FORMAT constant.
chore: update sientia-dataops-library version and modify environment variables
- Updated the sientia-dataops-library dependency version from 1.4.1 to 1.4.2 in requirements.txt.
- Changed the GITHUB_BRANCH value in values.yaml to reflect the new task SIENTIAPDE-1193.
- Enhanced the process_notifications workflow to include timestamp conversion metadata for improved data handling.
fix: add metadata handling in schedule configuration tests
- Enhanced the test cases in test_formatters.py and test_temporal_manager.py to include metadata in the schedule configuration inputs.
- This change improves the accuracy and traceability of the tests by ensuring that metadata is properly accounted for in the test scenarios.
refactor: remove unused schedule_handles attribute from TemporalManager
- Eliminated the schedule_handles dictionary from the TemporalManager class as it was no longer needed.
- Cleaned up related code to ensure proper functionality without the removed attribute.
refactor: enhance logging and metadata handling across activities
- Updated logging statements in Email, Formatters, MongoDB, SlotManager, and TemporalManager classes to include metadata for better traceability.
- Improved success reporting in MongoDB, SlotManager, and TemporalManager by specifying the number of successfully processed items.
- Refactored logger usage in worker.py to utilize custom_info for enhanced logging consistency.
chore: update dependencies and refactor logger imports
- Updated the sientia-dataops-library dependency version from 1.3.8 to 1.4.1 in requirements.txt.
- Changed image tag in values.yaml from 0.4.0 to 0.4.2.
- Refactored logger imports in multiple files to use the new observability module instead of the temporal module.
- Updated retry policy imports in various workflow files to reflect the new structure.
feat: add shutdown tests for Activities and Email classes
- Implemented unit tests for the shutdown methods in the Activities and Email classes to ensure proper resource cleanup.
- Verified that the shutdown processes for MongoDB, PostgreSQL, and Email are called as expected during the shutdown sequence.
