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[HUDI-8190] Implement efficient streaming reads for HoodieDataBlocks #11924

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Change Logs

Implement efficient streaming reads for HoodieDataBlocks. This feature currently only supports AvroDataBlock.

Impact

Streaming reading of DataBlock enables concurrent reading of DataBlock, reduces memory usage, decreases the likelihood of timeouts when reading from HDFS, and reduces the probability of out-of-memory (OOM) errors.

Future support will be provided for merge algorithms such as Merge Sort.

Risk level (write none, low medium or high below)

medium

Documentation Update

none

Contributor's checklist

  • Read through contributor's guide
  • Change Logs and Impact were stated clearly
  • Adequate tests were added if applicable
  • CI passed

@github-actions github-actions bot added the size:L PR with lines of changes in (300, 1000] label Sep 11, 2024
@danny0405 danny0405 self-assigned this Sep 11, 2024
@usberkeley
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@hudi-bot run azure

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@yihua yihua left a comment

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Blocked on my review

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CI report:

Bot commands @hudi-bot supports the following commands:
  • @hudi-bot run azure re-run the last Azure build

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4 participants