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Implement faster single batch encoding/decoding for use in shuffle #1189

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Description

@andygrove

What is the problem the feature request solves?

Because Spark shuffle is block-based rather than streaming, it is necessary to serialize single batches along with schema information. We currently use Arrow IPC to do this, but this is not efficient. A crude prototype in PR TBD shows that we can get much better performance with a custom implementation of single batch serde.

Describe the potential solution

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Activity

  1. added this to the 0.5.0 milestone on Jan 8, 2025
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