Mlflow get/search run to return less metrics data
What does this MR do and why?
Mlflow get/search run to return less metrics data
Some candidates have > 100K metrics, data with 20 distinct names, so 20 latest_metrics. The Run entity is used by get_run/search_run. Those large fetches take a few seconds for database, but rails itself (presenter logic) goes a few dozen seconds.
Checking mlflow documentation, get-metric-history is meant to return older values.
Changelog: changed
References
- See discussion #515942 (comment 2385070635)
- https://mlflow.org/docs/latest/api_reference/rest-api.html#rundata
- Checking mlflow documentation, get-metric-history is meant to return older values.
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Related to #515942 (closed)
