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https://issues.apache.org/jira/browse/BEAM-4566?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17419616#comment-17419616
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Valentyn Tymofieiev commented on BEAM-4566:
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I think this was fixed in https://issues.apache.org/jira/browse/BEAM-12567

> DataflowRunner should retry if it fails to stage artifacts due to transient 
> errors
> ----------------------------------------------------------------------------------
>
>                 Key: BEAM-4566
>                 URL: https://issues.apache.org/jira/browse/BEAM-4566
>             Project: Beam
>          Issue Type: New Feature
>          Components: sdk-py-core
>            Reporter: Ahmet Altay
>            Priority: P3
>
> Currently stage_file is not retried on GCS 503 errors.
> https://github.com/apache/beam/blob/ba62679f9ebd9266f6cbea84aa1196cfac30d451/sdks/python/apache_beam/runners/dataflow/internal/apiclient.py#L450



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