Comments (2)
I'm going to take a stab at creating a proper fix for this. Essentially, we need to keep state about the mlflow run id to alleviate the need for all subsequent resource initis to have to fetch the mlflow run id (even across multiprocess executions). Ideally, this would be set in the context of the run so it's with the rest of the job state.
My plan is to add an optional parameter for the mlflow run id (similar to the current parent id value). When creating the config for the job you could pass that value and subsequent inits would already have that in the context. If that parameter is not passed then the first mlflow resource init would update the context for the job. If I can't update the context in the resource init then I'll probably just leave the current logic to preserve backwards compatibility.
I'm getting my local env set up and will report back when I have some updates.
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PR up here: #22718
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