aglinxinyuan commented on PR #6800:
URL: https://github.com/apache/texera/pull/6800#issuecomment-5062853583

   Dug in. The deferred `Codecov Upload` is intermittently failing at the 
Codecov CLI's **GPG signature-verification** step, before it even uploads:
   
   ```
   gpg: no valid OpenPGP data found
   ==> Could not verify signature. Please contact Codecov if problem continues
       Exiting...   (exit code 1)
   ```
   
   codecov-action re-downloads and verifies the CLI on every leg, importing 
Codecov's key at runtime, and that key import flakes — a random leg dies while 
its siblings upload fine. With `fail_ci_if_error: true`, the flaked leg fails, 
so that flag's coverage never uploads and Codecov shows stale (and 
`notify-failure` fires spuriously).
   
   Fix in #6836: each upload retries once, so a transient CLI/GPG flake 
self-heals while a genuine failure still surfaces. Verification stays intact 
(no `skip_validation`).
   
   For #6800 specifically: its latest head is still working through the ASF 
runner backlog, so it should refresh once that Required Checks run + the 
deferred upload finish. If the upload flakes on it before #6836 lands, the 
quickest unblock is to re-run the failed `Codecov Upload` run (or dispatch it 
with that run's id) — which #6836 makes unnecessary going forward.
   


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