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Fetch mapper data in advance for shuffle tasks #3034

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What do these changes do?

There is a barrier now that reducers start to fetch mapper data after all mappers done, this PR try to prefetch map data once one mapper execution is done to break the barrier, it would bring improvement of shuffle performance.

Related issue number

Fixes #xxxx

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  • tests added / passed (if needed)
  • Ensure all linting tests pass, see here for how to run them

@hekaisheng hekaisheng added this to the v0.10.0a1 milestone May 13, 2022
@qinxuye qinxuye added the to be backported Indicate that the PR need to be backported to stable branch label May 13, 2022
@qinxuye qinxuye removed this from the v0.10.0a1 milestone Jun 12, 2022
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mod: subtask service mod: task service shuffle to be backported Indicate that the PR need to be backported to stable branch type: enhancement request
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