damccorm opened a new issue, #19901:
URL: https://github.com/apache/beam/issues/19901

   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.
   
   Imported from Jira 
[BEAM-8380](https://issues.apache.org/jira/browse/BEAM-8380). Original Jira may 
contain additional context.
   Reported by: altay.
   Subtask of issue #19900


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