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- Removed outdated system overview diagram and replaced it with updated architecture diagrams for workflows, including Data Loading, Processing, and Notifications.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.
