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.
chore: update helm chart version in values.yaml
- Updated the version number for the sientia-orchestrator-worker helm chart from 0.4.0 to 0.5.0 in values.yaml to reflect the latest release.
feat: add SDK metrics service and update telemetry configuration
- Introduced a new service for SDK metrics in values.yaml, enabling metrics collection on port 9091.
- Updated the worker.py to initialize a new runtime with Prometheus metrics configuration for the SDK metrics server.
- Adjusted environment variable for GITHUB_BRANCH to reflect the current focus on testing and performance design.
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.
refactor: enhance shutdown procedures and documentation across activities
- Added shutdown methods to MongoDB and Email classes to ensure proper resource cleanup.
- Updated docstrings for shutdown methods to clarify their purpose and functionality.
- Enhanced documentation for various methods across multiple classes, improving clarity on parameters and return values.
- Improved the main function and other utility functions with detailed docstrings for better understanding and maintainability.
docs: enhance docstrings in Formatters class
- Improved clarity and consistency of docstrings across multiple methods in the Formatters class.
- Added detailed descriptions for method arguments and return values to facilitate better understanding and usage.
- Ensured that all public methods now have comprehensive documentation, enhancing maintainability and readability.
refactor: consolidate report handling in Formatters class
- Introduced a new method, manage_and_send_report, to streamline success and error report generation.
- Improved code readability by reducing duplication in report handling logic.
- Maintained existing functionality while enhancing the structure of report messages.
SIENTIAPDE-1184
refactor: improve schedule reporting in Formatters class
- Introduced a unified reporting structure for created, updated, and deleted schedules.
- Enhanced success and error report messages for clarity, including specific schedule types in notifications.
- Updated attachment handling in success and error reports to improve context and readability.
fix: enhance error reporting in Formatters class
- Updated the parse_report_schedule method to return a dictionary for error keys, including both message and attachment.
- Improved error report formatting in send_error_report method to include attachments for better context in failure notifications.
fix: enhance error reporting in TemporalManager class
- Added typed_search_attributes to the schedule creation for improved search capabilities.
- Included traceback in error messages when schedule deletion fails, providing better context for debugging.
fix: update notification IDs for error reporting in Formatters class
- Changed notification IDs for error reports related to schedule creation, update, and deletion to include the suffix '_ERROR' for better clarity in error handling.
fix: add conditional check for data_filter in MongoDB activity
- Updated the insert_many method to only execute if data_filter is not empty, preventing unnecessary database operations and potential errors.
SIENTIAPDE-1174
chore: update sientia-dataops-library dependency version from 1.3.7 to 1.3.8 in requirements.txt
- Removed unused test group from test_formatters.py.
- Added new test case for handling scenarios with no log reports in test_alerts.py.
- Added new test case for handling scenarios with no groups in test_reports.py.
