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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2022/11/16 20:26:14 UTC

[GitHub] [beam] damccorm opened a new issue, #24209: [Task]: RunInference - send failures to dead letter queue

damccorm opened a new issue, #24209:
URL: https://github.com/apache/beam/issues/24209

   ### What needs to happen?
   
   Right now, if RunInference fails a batch inference, it fails the whole transform. For batch pipelines, this means failing the pipeline on non-retryable failures (which represent most inference failures), for streaming it means infinite retries and a stuck pipeline.
   
   We should handle failures by passing them to the next step as part of the `PredictionResult` object instead so that users can perform custom error handling. We should also document this behavior in the PyDoc and on our website.
   
   ### Issue Priority
   
   Priority: 2
   
   ### Issue Component
   
   Component: run-inference


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[GitHub] [beam] damccorm closed issue #24209: [Task]: RunInference - send failures to dead letter queue

Posted by "damccorm (via GitHub)" <gi...@apache.org>.
damccorm closed issue #24209: [Task]: RunInference - send failures to dead letter queue
URL: https://github.com/apache/beam/issues/24209


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[GitHub] [beam] AnandInguva commented on issue #24209: [Task]: RunInference - send failures to dead letter queue

Posted by GitBox <gi...@apache.org>.
AnandInguva commented on issue #24209:
URL: https://github.com/apache/beam/issues/24209#issuecomment-1386130993

   .take-issue


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[GitHub] [beam] damccorm commented on issue #24209: [Task]: RunInference - send failures to dead letter queue

Posted by GitBox <gi...@apache.org>.
damccorm commented on issue #24209:
URL: https://github.com/apache/beam/issues/24209#issuecomment-1386075718

   I would address it separately, but if you would like to do so it would be helpful


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[GitHub] [beam] BjornPrime commented on issue #24209: [Task]: RunInference - send failures to dead letter queue

Posted by GitBox <gi...@apache.org>.
BjornPrime commented on issue #24209:
URL: https://github.com/apache/beam/issues/24209#issuecomment-1319062945

   .take-issue


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[GitHub] [beam] AnandInguva commented on issue #24209: [Task]: RunInference - send failures to dead letter queue

Posted by GitBox <gi...@apache.org>.
AnandInguva commented on issue #24209:
URL: https://github.com/apache/beam/issues/24209#issuecomment-1385791940

   @damccorm what is the action item on this one?
   
   Should I pick this up as an effort to model updates? or we can add it once the `model updates` is out


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[GitHub] [beam] damccorm commented on issue #24209: [Task]: RunInference - send failures to dead letter queue

Posted by GitBox <gi...@apache.org>.
damccorm commented on issue #24209:
URL: https://github.com/apache/beam/issues/24209#issuecomment-1317625822

   @BjornPrime this is a good one to pick up if you have space


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