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Fix caching in Github Workflows #4056

@tokoko

Description

@tokoko

Caches are almost never hit in CI workflows for pip install step despite taking considerable time for retrieval and upload sometimes.

Possible problems:

  • We are using old version of cache action
  • caches are scoped to branches, so for unit tests they are always recreated for new PRs. For integration tests, they should still work fine as they are ran with pull_request_target (?)

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