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Feature Request: Support resizing batches from tabular data. #6

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2sin18 opened this issue Dec 2, 2021 · 0 comments · Fixed by #7
Closed

Feature Request: Support resizing batches from tabular data. #6

2sin18 opened this issue Dec 2, 2021 · 0 comments · Fixed by #7
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enhancement New feature or request

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2sin18 commented Dec 2, 2021

User Story

  • As a data scientist, I want shuffle samples in a smaller batch size and then use normal batch size in next actions, so that model quality might be improved.
  • As a big data engineer, I want reading small Parquet files in large batch size, so that flexibility of data management can be improved.

Detailed requirements

  • It should requires minimal data movements.
  • it should be flexible to use in complex data pipeline.

API Compatibility

  • Only new APIs should be introduced.

Willing to contribute

Yes
@2sin18 2sin18 added the enhancement New feature or request label Dec 2, 2021
@2sin18 2sin18 self-assigned this Dec 2, 2021
@2sin18 2sin18 mentioned this issue Dec 2, 2021
Merged
@2sin18 2sin18 linked a pull request Dec 2, 2021 that will close this issue
[IO] Add hb.data.rebatch. #7
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@2sin18 2sin18 closed this as completed Dec 2, 2021
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[IO] Add hb.data.rebatch. DeepRec-AI/HybridBackend
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