Warn if concurrent_batches config is set to True, but the available adapter doesn't support it
#11145
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…ithout adapter support Batches of microbatch models can be executed sequentially or concurrently. We try to figure out which to do intellegently. As part of that, we implemented an override, the model config `concurrent_batches`, to allow the user to bypass _some_ of our automatic detection. However a user _cannot_ for batches to run concurrently if theadapter doesn't support concurrent batches (declaring support is opt in). Thus if an adapter _doesn't_ suppor trunning batches concurrently, and a user tries to force concurrent execution via `concurrent_batches`, then we need to warn the user that that isn't happening.
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…le adapter doesn't support it (#11145) * Begin producing warning when attempting to force concurrent batches without adapter support Batches of microbatch models can be executed sequentially or concurrently. We try to figure out which to do intelligently. As part of that, we implemented an override, the model config `concurrent_batches`, to allow the user to bypass _some_ of our automatic detection. However, a user _cannot_ for batches to run concurrently if the adapter doesn't support concurrent batches (declaring support is opt in). Thus, if an adapter _doesn't_ support running batches concurrently, and a user tries to force concurrent execution via `concurrent_batches`, then we need to warn the user that that isn't happening. * Add custom event type for warning about invalid `concurrent_batches` config * Fire `InvalidConcurrentBatchesConfig` warning via `warn_or_error` so it can be silenced (cherry picked from commit 6c61cb7)
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…le adapter doesn't support it (#11145) (#11154) * Begin producing warning when attempting to force concurrent batches without adapter support Batches of microbatch models can be executed sequentially or concurrently. We try to figure out which to do intelligently. As part of that, we implemented an override, the model config `concurrent_batches`, to allow the user to bypass _some_ of our automatic detection. However, a user _cannot_ for batches to run concurrently if the adapter doesn't support concurrent batches (declaring support is opt in). Thus, if an adapter _doesn't_ support running batches concurrently, and a user tries to force concurrent execution via `concurrent_batches`, then we need to warn the user that that isn't happening. * Add custom event type for warning about invalid `concurrent_batches` config * Fire `InvalidConcurrentBatchesConfig` warning via `warn_or_error` so it can be silenced (cherry picked from commit 6c61cb7) Co-authored-by: Quigley Malcolm <[email protected]>
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Resolves #11122
Problem
Batches of microbatch models can be executed sequentially or concurrently. We try to figure out which to do intelligently. As part of that, we implemented an override, the model config
concurrent_batches, to allow the user to bypass some of our automatic detection. However, a user cannot for batches to run concurrently if the adapter doesn't support concurrent batches (declaring support is opt in). Thus, if an adapter doesn't support running batches concurrently, and a user tries to force concurrent execution viaconcurrent_batches, then we need to warn the user that that isn't happening.Solution
After parse/load of manifest, check for whether the adapter supports concurrent batch execution and whether there are any microbatch models setting
concurrent_batches=True. If the adapter doesn't support concurrent batches and if there are any models withconcurrent_batches=True, fire a warning.Example:
Checklist