[Data] Add retries to file writes #41263
Merged
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Why are these changes needed?
If you're writing a large dataset to cloud storage like S3, you might run into transient errors. To prevent your entire job from failing, this PR adds retries for writes.
Note that we previously performed retries for opening a file for writing, but didn't perform retries for the actual writes.
Related issue number
Fixes #41211
Checks
git commit -s
) in this PR.scripts/format.sh
to lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/
under thecorresponding
.rst
file.