Commits on May 22, 2024

1. Refinement of Forecasting and AD Precision/Recall Improvements …

   This PR addresses several improvements related to forecasting and anomaly detection (AD) precision/recall. It introduces changes to accommodate forecasting functionality, which is currently disabled as it's not yet released. Additionally, it reverts name changes introduced in a previous PR opensearch-project#1173 due to the unreleased status of forecasting.
   
   Changes Made:
   
   * Integration of forecasting-related improvements.
   * Reversion of name changes for compatibility reasons.
   * Introduce rule based AD.
   
   Testing Done:
   * Verified frontend workflow remains functional: creation, previewing, historical, and real-time detection.
   * All existing unit and integration tests pass successfully.
   * Added a new integration test (RuleModelPerfIT) to validate rule-based AD improvements in precision/recall.
   
   Next Steps:
   * Add new AD tests before the 2.15 release to meet coverage requirements.
   * Conduct backward compatibility tests to ensure compatibility with existing functionality.
   
   The merge was attempted earlier to prevent blocking other teammates from submitting their changes.
   
   Signed-off-by: Kaituo Li <[email protected]>

   

   kaituo committed May 22, 2024
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