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Implement DataDriftTrigger using Evidently #366

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jenny011 opened this issue Feb 7, 2024 · 0 comments · Fixed by #409
Closed

Implement DataDriftTrigger using Evidently #366

jenny011 opened this issue Feb 7, 2024 · 0 comments · Fixed by #409
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jenny011 commented Feb 7, 2024

Related to #365
Implement a simple DataDriftTrigger that can

  1. start a data drift detection when new data amount reaches a threshold
  2. fetch new data and data of the previous trigger from the storage
  3. download and run the previous model to compute embeddings of the data
  4. run Evidently to detect drift in the embeddings.
  5. make triggering decisions based on the drift score.
@jenny011 jenny011 self-assigned this Feb 7, 2024
jenny011 added a commit that referenced this issue Apr 30, 2024
@jenny011
Merge branch 'main' into JingyiZhu/feature/#366-data-drift-trigger-wi…
f0de5cd 
…th-evidently
@jenny011 jenny011 mentioned this issue May 13, 2024
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jenny011 added a commit that referenced this issue May 13, 2024
@jenny011
Merge branch 'main' into JingyiZhu/feature/#366-data-drift-trigger-wi…
71c9f7d 
…th-evidently
@MaxiBoether MaxiBoether linked a pull request May 14, 2024 that will close this issue
Add DataDriftTrigger: support one Evidently metric #409
Merged
jenny011 added a commit that referenced this issue May 14, 2024
@jenny011
Merge branch 'main' into JingyiZhu/feature/#366-data-drift-trigger-wi…
e86de77 
…th-evidently
jenny011 added a commit that referenced this issue May 14, 2024
@jenny011
Merge branch 'main' into JingyiZhu/feature/#366-data-drift-trigger-wi…
4b509fa 
…th-evidently
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Add DataDriftTrigger: support one Evidently metric eth-easl/modyn
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