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feat: create a pre-computed sample #1667

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@wjones127 wjones127 commented Nov 28, 2023

TODO:

  • Change chunking to be based on row count and not distance from start.
  • Consider changing sampling to come after chunking
  • Make sure we make a mask for the no filter sampled case.
  • Support PyArrow array in LanceDataset.take()
  • Make data loader functions (lance.tf.data.from_lance_batches) take DatasetSample.
  • Reconsider GZIPing archive, given most of contents are already compressed.
  • Clean up API reference docs
  • Add entry to user guide

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