[Data] Remove limit on number of tasks launched per scheduling step #47393
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Why are these changes needed?
In each Ray Data scheduling step, Ray Data launches tasks until it can't launch any more. To ensure that the progress bar updates frequently, #33952 made it such that Ray Data can only launch 50 tasks per scheduling step. However, this cause performance issues for large workloads.
This PR fixes the issue by removing the limit on number of tasks launched while still updating the progress bar frequently.
Related issue number
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.