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[FEATURE] Overlapping decompression for shuffle read #2601

@zuston

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@zuston

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Describe the feature

When applying the #2598 into the benchmark of terasort 100g, I found some bottleneck for the decompression time in the read phase. Maybe we could introduce the overlapping decompression for the shuffle read, I think it will be useful and valuable.

We could implement this based on the previous async read #2365 , the overlapping decompression could happen in the async read thread pool, that need to refactor partial code to support this mode.

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  • Yes I am willing to submit a PR!

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