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https://issues.apache.org/jira/browse/BEAM-8380?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17548256#comment-17548256
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Danny McCormick commented on BEAM-8380:
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This issue has been migrated to https://github.com/apache/beam/issues/19901

> Use persistent caching with pip
> -------------------------------
>
>                 Key: BEAM-8380
>                 URL: https://issues.apache.org/jira/browse/BEAM-8380
>             Project: Beam
>          Issue Type: Sub-task
>          Components: testing
>            Reporter: Ahmet Altay
>            Priority: P3
>
> Use a persistent cache directory for pip install calls (at 
> https://github.com/apache/beam/blob/master/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy#L1771
>  and some more in that file.)
> Pip does support caching 
> (https://pip.pypa.io/en/stable/reference/pip_install/#caching) but the 
> default directory may not be persistent across jobs.
> [~ibzib] you mentioned that this might help with container build times. 
> Containers are build by runnin pip inside the container, I am not sure if 
> that will be possible to use the same shared cache for that process or not.



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