Add change_snooze_n

[andrewm4894]

This pull request introduces a new feature to snooze change detection for a specified number of periods after a change is detected. The most important changes include adding a new parameter snooze_n to the change detection function and updating the logic to handle snoozing.

Changes related to snooze functionality:

• anomstack/jobs/change.py: Added a new configuration parameter change_snooze_n to the noop function to specify the number of periods to snooze change detection.
• anomstack/ml/change.py:
  • Added the snooze_n parameter to the detect_change function signature.
  • Updated the docstring of detect_change to include the description of the snooze_n parameter.
  • Modified the change detection logic to check for recent changes and snooze if necessary, returning an empty DataFrame if snoozing.

Configuration updates:

• metrics/defaults/defaults.yaml: Added a default value for change_snooze_n to the configuration file.

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Location	Status	Link	Updated
anomstack		View in Cloud	Nov 03, 2024 at 01:41 PM (UTC)