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[Data] Fix parallelism deriving heuristic to ensure parallelism stays w/in min/max bounds
Why are these changes needed?
Currently, min/max parallelism isn't actually being enforced correctly -- for large enough clusters we will be scaling out too aggressively purely based on the # of available CPUs disregarding the target block-sizes.
This change
- Fixes parallelism detection heuristic to appropriately respect min/target block-sizes
- Makes block-sizes configs' defaults env-var-configurable
- Adjusts default min-block-size from 1Mb to 16Mb
Related issue number
Checks
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doc/source/tune/api/
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method in Tune, I've added it in
- [ ] I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
- Testing Strategy
- [ ] Unit tests
- [ ] Release tests
- [ ] This PR is not tested :(