Refactor worker initialization by introducing prepare_worker function to streamline worker setup for orchestrator, alerts, and reports workflows, enhancing code clarity and maintainability.
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.
SIENTIAPDE-1461 Update values.yaml to configure resource limits and requests, enhance liveness and readiness probes, and set PYPI_SERVER environment variable for improved application performance and monitoring.
Update values.yaml to change image tag to 1.0.0 and update GITHUB_BRANCH to main for improved versioning and alignment with the main development branch.
Refactor test cases in test_orchestrator_functions.py to consolidate read_tags structure and enhance clarity in API error handling, improving test robustness and readability.
Enhance MongoDB activity to handle missing topic configurations gracefully by using get() method and skipping empty collections, improving robustness in pipeline processing.
Refactor tag processing in pi_web_api_scouter function to improve clarity by renaming variables and enhancing readability of the configuration handling.
Refactor values.yaml to comment out email configuration settings for improved security and clarity. Update orchestrator_functions.py to enhance tag processing by iterating over items in read_tags, improving code readability.
Refactor gather_read_tags function to remove logger parameter and associated logging statements, streamlining the function for improved clarity and focus on processing pipelines.
Update GITHUB_BRANCH to feature/SIENTIAPDE-1445 and enhance formatters with a new registry for workflow types, improving configuration management. Refactor process_schedules to utilize the new registry and add error handling for unsupported workflow types. Update tests to validate new functionality and ensure proper integration.
SIENTIAPDE-1273 Add base_scouter and pi_web_api_scouter functions to orchestrator utilities for enhanced configuration management. Update tests to validate new functionalities and ensure proper integration with existing workflows.
SIENTIAPDE-1273 Add 'save_transform' and 'transform_table_name' parameters to predictions_batch function for enhanced data processing capabilities. Update corresponding test cases to reflect these changes.
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.
SIENTIAPDE-1273 Refactor drift function in orchestrator utilities for improved configuration and update formatters to include drift import. Enhance tests to validate new configurations and ensure integration with existing workflows.
Implement simple metrics configuration in formatters and orchestrator utilities. Update tests to validate new simple metrics functionality and ensure proper integration with existing workflows.
Update GITHUB_BRANCH to feature/SIENTIAPDE-1273 and increment Helm chart version to 0.6.0. Enhance TemporalManager to include offset in schedule intervals for improved scheduling flexibility.
Implement drift monitoring configuration and update formatters to support drift workflows. Add drift function to orchestrator utilities and enhance tests for drift functionality.
Update image tag to 0.5.0 in values.yaml and change GITHUB_BRANCH to feature/SIENTIAPDE-1325 for specific external operation metrics. Remove unused timestamp formatting in mongo_db.py to streamline data handling.
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.
Refactor workflow calls to use subworkflow naming convention for load_notification_package and process_notifications in alerts and reports modules. Update corresponding tests to reflect these changes.
Refactor quality gate workflow to utilize shared template and streamline analysis steps. Inherit secrets and specify project name for improved configuration.
SIENTIAPDE-1312: Refactor build_tag_config to accept a list of tags and return notifications for missing servers. Update Formatters to handle notifications during slot configuration. Enhance tests to validate new behavior and error reporting.
SIENTIAPDE-1312: Update build_tag_config to ensure minimum frequency defaults to 1000 and convert frequency values to integers for accurate calculations of subscription_period_ms.
SIENTIAPDE-1312: Update build_tag_config to calculate subscription_period_ms based on minimum frequency from tags. Enhance test_build_tag_config to include frequency and validate subscription_period_ms.
Update sientia-dataops-library dependency to version 1.4.7 and enhance TemporalManager to support offset configuration for scheduling. Added offset handling in common configuration and updated related tests to validate new functionality.
