Enhance PI Web API Scouter Workflow and Documentation
- Added support for PI Web API data ingestion, including real-time and historical data retrieval.
- Implemented timestamp normalization to ensure consistency across records.
- Updated README.md to reflect new features and detailed workflow execution flow.
- Enhanced API class with comprehensive error handling and cleanup operations.
- Improved CoreScouter workflow with early exit conditions and detailed processing steps.
- Updated configuration parameters for better clarity and usability.
Refactor metrics and imports across multiple files
- Removed unused import of CORE_LABELS in metrics.py.
- Updated import statements in api.py for consistency.
- Cleaned up import order in worker.py for better readability.
- Added missing newline at the end of metrics.py.
- Adjusted formatting in core_scouter.py to ensure proper syntax.
- Removed redundant 'on_conflict' and 'unique_columns' keys from test cases in test_core_scouter.py for clarity.
Refactor PIWebAPIClient and Update Configuration Imports
- Removed outdated PostgreSQL, Redis, MongoDB, and API configuration functions from connectors_config.py.
- Deleted the pi_web_api_client.py file as part of the refactor.
- Updated imports in worker.py and api.py to use the new repository structure.
- Cleaned up scenarios.md by removing obsolete scenarios related to unique constraint violations.
- Commented out the specific version of the sientia-dataops-library in requirements.txt for flexibility.
Refactor imports and enhance timestamp handling in API and test files
- Removed redundant import statements in api.py and prepare_worker.py for cleaner code.
- Updated timestamp format in test cases to include timezone information for consistency.
- Adjusted test configurations to align with new API structure for improved accuracy in data handling.
Enhance PI Web API integration and update test configurations
- Adjusted execution counts in tests.ipynb for better notebook state management.
- Introduced a new pi_web_api_query structure in tests.ipynb for improved API configuration.
- Updated API class to format timestamps using DATETIME_FORMAT_WITH_TZ.
- Refactored PIWebAPIClient to ensure correct web ID retrieval and emit metrics accurately.
- Streamlined workflow parameters in pi_web_api_scouter.py for clarity and flexibility.
Enhance Activities and API Integration
- Updated Activities class to include API operations for external data ingestion.
- Added API configuration builder to connectors_config.py for environment variable management.
- Integrated API configuration into worker setup.
- Expanded unit tests to cover new API functionality and configuration handling.
- Updated requirements.txt to include pycurl and prometheus-client for enhanced metrics support.
Update GITHUB_BRANCH in values.yaml to feature/SIENTIAPDE-1273, increment Helm chart version to 0.6.0, and modify metrics registration in Gates class to skip None values. Update test cases to reflect changes in tag values.
Enhance Redis activity by formatting set and get operations for improved readability and consistency. Update tests to include metadata in assertions for better verification of Redis interactions.
Refactor notification methods in Gates, MongoDB, and Redis classes to use asynchronous send_notification_async. Update related tests to ensure proper async handling and verification of notifications.
Refactor initialization of Activities, Gates, and MongoDB classes for improved readability by using multi-line argument formatting. Update related tests to match the new initialization style.
Update environment configuration and refactor activities to include metrics controller. Remove Kafka settings and adjust Redis and MongoDB initialization. Update tests to reflect changes in initialization and metrics tracking.
Update GITHUB_BRANCH in values.yaml to feature/SIENTIAPDE-1325 for specific external operation metrics. Refactor shutdown methods in Activities class to ensure proper closure of MongoDB, Redis, and Gates connections. Adjust tests to reflect these changes and enhance repository pattern implementation for MongoDB and Redis activities.
Refactor MongoDB, Redis, and Gates classes to extend SientiaMonitoring instead of BaseActivity. Update requirements to point to local dataops library path. Implement repository pattern for MongoDB and Redis operations, enhancing code organization and maintainability.
Implement tag value registration in Gates activity and update related tests. Enhanced the write_metrics method to process and register tag values, improving metrics tracking. Adjusted tests to validate new functionality.
Update Redis and CoreScouter to incorporate 'fill_missing_tags' parameter in data processing. Adjusted related tests to ensure proper handling of missing tags, enhancing overall functionality and consistency across workflows.
SIENTIAPDE-1318: Add support for filling missing tags in Redis data processing. Enhanced the Redis class to include a new parameter for handling missing tags, ensuring that absent tags are filled with None in the data package.
Update .gitignore and refactor metrics.py, activities.py, and gates.py for improved clarity and consistency. Added coverage.xml and cache directories to .gitignore. Standardized string formatting and parameter handling in metrics and activities classes, enhancing code readability. Removed the deprecated faker.py file and adjusted related tests accordingly.
SIENTIAPDE-1084: Refactor apply_aggregation method in Gates class for improved performance and clarity. Changed parameter name from 'group' to 'values', optimized aggregation logic, and enhanced error handling for invalid functions. Streamlined data processing by reducing unnecessary operations and added batch debug logging.
Remove deprecated files and configurations, including .env, Dockerfile, docker-compose.yml, and client-schedule.py. Update README.md to reflect new architecture and features, enhancing clarity on system capabilities and workflows. Adjust values.yaml for image tag and replica count, and improve code documentation across various modules for better maintainability.
Enhance timestamp handling in Redis and CoreScouter workflows by updating to DATETIME_FORMAT_MS_WITH_TZ. Modify tests to reflect new timestamp format, ensuring consistency across data structures and improving overall datetime management.
Refactor Redis activity to utilize the new 'now' function for timestamp generation, ensuring consistency with updated datetime handling. This change replaces the direct use of 'datetime.now()' with 'now()' from the temporal constants.
Update sientia-dataops-library version to 1.4.3 and refactor timestamp handling in MongoDB and Redis activities to use DATETIME_FORMAT constants for improved consistency. Enhance unit tests to reflect these changes.
Enhance logging in Gates, MongoDB, and Redis activities by replacing debug statements with info level logs, improving observability of data processing steps. Update worker configuration to adjust concurrency settings and enable autoscaling for task polling.
Update dependencies and improve observability by changing logger imports. Bump sientia-dataops-library version to 1.4.1 and update image tag to 0.4.2 in values.yaml.
Update image tag to 0.4.0 in values.yaml, modify GITHUB_BRANCH for SIENTIAPDE-1169, and enhance Redis activity to handle model tags for improved data retention.
Update requirements for sientia-dataops-library to version 1.3.7, add ServiceMonitor configuration for Prometheus in values.yaml, and refactor pod_id usage in Gates and Redis activities for improved consistency in metric tracking.
SIENTIAPDE-1174 Add pod_id initialization in Activities class and update Scouter to reference it for improved consistency in environment variable handling.
Implement store_data_package method in Redis activity for debug data storage. Update CoreScouter workflow to conditionally call store_data_package based on debug flag. Enhance tests for store_data_package functionality and error handling.
Enhance Gates and Redis activities by adding metadata parameter to apply_aggregation and notification methods. Refactor notification handling to use send_notification for improved consistency. Update tests to reflect changes in notification method calls and ensure proper functionality with new metadata integration.
