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Fetching @gapic_generator_python_pip_deps takes 5+ minutes #400

@aohren

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@aohren

Breaking this out as a separate issue from #361 (where I first mentioned this).

When trying to build the py_gapic_library Bazel rule, the Fetching @gapic_generator_python_pip_deps step takes a little >5 mins from a clean build every time.

Reproducible by doing bazel clean --expunge before building.

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priority: p2Moderately-important priority. Fix may not be included in next release.

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