[jira] [Commented] (BEAM-10693) Improve error handling in org.apache.beam.sdk.extensions.ml.CloudVision

["Beam JIRA Bot (Jira)" <ji...@apache.org>]

    [ https://issues.apache.org/jira/browse/BEAM-10693?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17212516#comment-17212516 ] 

Beam JIRA Bot commented on BEAM-10693:
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This issue is P2 but has been unassigned without any comment for 60 days so it has been labeled "stale-P2". If this issue is still affecting you, we care! Please comment and remove the label. Otherwise, in 14 days the issue will be moved to P3.

Please see https://beam.apache.org/contribute/jira-priorities/ for a detailed explanation of what these priorities mean.


> Improve error handling in org.apache.beam.sdk.extensions.ml.CloudVision
> -----------------------------------------------------------------------
>
>                 Key: BEAM-10693
>                 URL: https://issues.apache.org/jira/browse/BEAM-10693
>             Project: Beam
>          Issue Type: New Feature
>          Components: extensions-java-gcp
>    Affects Versions: 2.22.0
>            Reporter: Sergei Lilichenko
>            Priority: P2
>              Labels: stale-P2
>
> CloudVision invokes batchAnnotateImages API ((at AnnotateImages class). Any exception thrown will propagate to the pipeline. Because of the Vision API's quota processing large number of images with a large number of workers will often result in ResourceExhaustedException and subsequent reprocessing of the complete bundle and pipeline errors.
> By catching that exception in the transform and providing an exponential backoff reprocessing and excessive error reporting can be significantly minimized.



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