Update version in init_orchestration.ipynb to 3.11.14 and enhance README.md with detailed architecture principles, execution flows, and improved filtering mechanisms in workflows. Refactor orchestrator_functions.py for clarity in filter configuration and add support for PI Web API output configuration in predictions_batch. Update tests to reflect new configurations.
Enhance orchestrator utilities and activities with improved documentation and functionality. Update README to reflect new orchestrator functions for drift and simple metrics workflows. Refactor email, formatters, mongo_db, slot_manager, and temporal_manager activities to include detailed docstrings and improve clarity on input parameters and return values. Ensure consistent metadata handling across activities for better logging and tracking.
Remove unused Couchbase configurations and related code. Refactor Activities class to eliminate Couchbase dependency, updating initialization and shutdown methods. Update README and tests to reflect these changes. Upgrade sientia-dataops-library dependency version in requirements.txt.
Enhance README and code documentation for clarity and structure
- Added a comprehensive Table of Contents to the README for easier navigation.
- Introduced a new section on Code Quality & Validation, detailing the validation workflow and tools used.
- Improved descriptions and consistency in docstrings across various modules, including metrics, formatters, and MongoDB activities.
- Clarified function return types and arguments in the MongoDB and TemporalManager classes for better understanding.
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.
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- Removed outdated system overview diagram and replaced it with updated architecture diagrams for workflows, including Data Loading, Processing, and Notifications.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.
docs: update README.md to provide comprehensive overview of SIENTIA DataOps Orchestrator Temporal
- Added detailed project overview, goals, and architecture sections.
- Documented main workflows including orchestrator, alerts, and reports workflows with input parameters and functionalities.
- Included environment variable configurations for Redis, MongoDB, PostgreSQL, Couchbase, email, Temporal, application, and Kafka.
- Described deployment strategies and monitoring capabilities, including Prometheus metrics.
- Enhanced usage instructions for triggering workflows and logging operations.
Add unit tests for connectors configuration, logger, workflows, and predictions batch
- Implement tests for MLflow, OPC, and Postgres configuration builders to validate environment variable handling and default values.
- Create tests for the logger to ensure default settings and handler configurations are correct.
- Add comprehensive tests for the FormatAndExportPrediction and PredictionProcess workflows, covering various scenarios including path flags and activity execution.
- Introduce tests for the PredictionsBatch workflow to verify the execution of local activities and child workflows.
- Include a values.yaml file for Kubernetes deployment configuration, specifying image details, service account settings, environment variables, and resource limits.
