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[Bug]: GitHub Action on PR of old base would fail #27854

@Abacn

Description

@Abacn

What happened?

Example PR: #27853

It has a dumb change based on an old master (sometimes in July), its GitHub Action fails:

https://github.com/apache/beam/actions/runs/5764938541/job/15629910028?pr=27853

We should run the Actions on the branch of (Change merge into master), not the PR branch directly

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Priority: 2 (default / most bugs should be filed as P2)

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