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[DNM][EXP] Add experimental LocalHybridCluster #1398

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Adds an experimental LocalHybridCluster class for remote-IO benchmarking.

Notes:

  • Planning to use this script for benchmarking on EC2 (see --hybrid flag). (May update the read-parquet benchmark in this branch if preliminary results are promising).
  • This approach does not outperform filesystem="arrow" when reading from S3 over the internet. However, the comparison may be different on EC2 (TBD).

@rjzamora rjzamora added 2 - In Progress Currently a work in progress 5 - DO NOT MERGE Hold off on merging; see PR for details feature request New feature or request labels Oct 22, 2024
@rjzamora rjzamora self-assigned this Oct 22, 2024
@github-actions github-actions bot added the python python code needed label Oct 22, 2024
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2 - In Progress Currently a work in progress 5 - DO NOT MERGE Hold off on merging; see PR for details feature request New feature or request python python code needed
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