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fix: adding retries and workaround to mlflow integration to alleviate…

Open JPercivall opened this issue 8 months ago • 1 comments

… 429 issues (22633)

Summary & Motivation

The mlflow qps for searches is very low and if you have a flow with multiple ops run in docker containers that you run in parallel you quickly hit the qps. This adds retries and a secondary method to avoid searching for the run ids multiple times in a run.

How I Tested These Changes

I added units tests. Also I deployed a version locally which I tested with a sensor and jobs that I created to interface with mlflow. I tested passing the run_id in the resource dynamically and letting the resource create it.

JPercivall avatar Jun 25 '24 22:06 JPercivall