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[Data] Remove limit on number of tasks launched per scheduling step #47393

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merged 1 commit into from
Aug 29, 2024

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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.

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      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
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@raulchen raulchen left a comment

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I'm a bit concerned that this change may cause regression on latency-sensitive jobs.
Because now process_completed_tasks will be called less often.
Not sure how big the impact would be.
Maybe it's fine to merge it first and keep an eye on the release tests.

@bveeramani bveeramani enabled auto-merge (squash) August 29, 2024 16:33
@github-actions github-actions bot added the go add ONLY when ready to merge, run all tests label Aug 29, 2024
@bveeramani bveeramani merged commit db735da into master Aug 29, 2024
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@bveeramani bveeramani deleted the progress-br branch August 29, 2024 18:03
ujjawal-khare pushed a commit to ujjawal-khare-27/ray that referenced this pull request Oct 12, 2024
…ay-project#47393)

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, ray-project#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.

Signed-off-by: ujjawal-khare <ujjawal.khare@dream11.com>
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2 participants