[core] add ray.util.concurrent.futures.RayExecutor #46249
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RayExecutor is a drop-in replacement for ProcessPoolExecutor and ThreadPoolExecutor from concurrent.futures but distributes and executes the specified tasks over a pool of dedicated actors belonging to a Ray cluster instead of multiple processes or threads, respectively. Co-authored-by: Mohamed Nidabdella <[email protected]>, Johann Eicher <[email protected]> Signed-off-by: Guillaume Desforges <[email protected]> Signed-off-by: Judah Rand <[email protected]>
Signed-off-by: Judah Rand <[email protected]>
Signed-off-by: Judah Rand <[email protected]>
Signed-off-by: Judah Rand <[email protected]>
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8 tasks
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look like there are test failures + need core team blessing on supporting this public API |
can-anyscale
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Jun 25, 2024
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RayExecutor is a drop-in replacement for ProcessPoolExecutor and ThreadPoolExecutor from concurrent.futures but distributes and executes the specified tasks over a pool of dedicated actors belonging to a Ray cluster instead of multiple processes or threads, respectively.
Why are these changes needed?
This change provides an easy way to use Ray for futures, allowing to scale an existing codebase that relies on them.
Related issue number
Checks
git commit -s) in this PR.scripts/format.shto lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/under thecorresponding
.rstfile.