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Add historical detectors #359

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merged 2 commits into from
Jan 22, 2021
Merged

Add historical detectors #359

merged 2 commits into from
Jan 22, 2021

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ohltyler
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Issue #, if available:

Description of changes:

This PR adds the historical detectors to the plugin. The historical-workbench-dev branch includes the 5 approved PRs related to the changes. This PR is just merging all of those changes into master.

Details of all of the changes & new pages can be found in the individual PRs below:
Historical detector list page: #347
Create/edit historical detector page: #349
Historical detector details/results page: #351
Other changes to make historical detectors compatible: #352
Bug fixes: #357

Have confirmed all UT and IT pass.

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@ohltyler ohltyler added the feature new feature label Jan 22, 2021
@ohltyler ohltyler linked an issue Jan 22, 2021 that may be closed by this pull request
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@ylwu-amzn ylwu-amzn left a comment

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LGTM. Thanks for the change!

@ohltyler ohltyler merged commit 80276d8 into master Jan 22, 2021
@ohltyler ohltyler deleted the historical-workbench-dev branch January 22, 2021 23:01
@agarwalvijay
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The historical detector does not seem to support "category" definition.

@ylwu-amzn
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hi, @agarwalvijay , thanks for your interest in historical detector. For this release in ODFE 1.13, we don't support high cardinality detector with "category" field. We are building unified flow now which will support "category" field and unify both realtime and historical detection under the same detector. You can check the RFC opendistro-for-elasticsearch/anomaly-detection#380, welcome any suggestions/comments.

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Add historical data workbench in anomaly detection
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