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Minor: Cherry pick Streams's State directory lock back off retry to 3.8 #18660

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This PR cherry-picks the commits of this and this PR to 3.8.
The above-listed two PRs aim at implementing exponential back off retry for state directory lock to increase the time between two consecutive attempts of acquiring the lock.

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@cadonna this is cherry-picked from the current 3.9

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Thanks for the PR, @aliehsaeedii !

LGTM!

@aliehsaeedii aliehsaeedii changed the title Cherrypick lock backoff retry to 3.8 Minor: Cherrypick lock backoff retry to 3.8 Jan 24, 2025
@aliehsaeedii aliehsaeedii changed the title Minor: Cherrypick lock backoff retry to 3.8 Minor: Cherry pick Streams's State directory lock back off retry to 3.8 Jan 24, 2025
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