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[Data] Make hash-shuffle default shuffle algorithm #56704

@alexeykudinkin

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@alexeykudinkin

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Hash-shuffle has been released in march and since then has been proven to be a better performing implementation of shuffle in Ray Data.

We should make it a default.

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P1Issue that should be fixed within a few weeksdataRay Data-related issuesenhancementRequest for new feature and/or capability

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