@Udi Meiri <[email protected]>, Is this true if the specific tests are
rerun? I don't think we should rerun all tests.

On Fri, Apr 26, 2019 at 12:11 PM Valentyn Tymofieiev <[email protected]>
wrote:

> Preinstalling dependencies may affect the dependency resolution, and we
> may end up testing a different configuration than a user would have after
> installing beam into a clean environment.
>
> I do think pip uses cache, unless one specifies "--no-cache-dir". By
> default the cache is ~/.cache/pip. Looking up the log message in OP, we can
> see several "Using cached..." log entries. Not sure why futures was not
> fetched from cache or PyPi. Perhaps it is also a pip flake.
>
> I would be against wiping flakes under the rug by rerunning the whole
> suite after an error, but re-rerunning parts of the test environment set
> up, that are prone to environmental flakes, such as setupVirtualEnv seems
> reasonable. I agree with Udi that care should be taken to not overload
> Jenkins (e.g. retries should be limited)
>

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