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

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andygrove opened this issue Dec 20, 2024 · 0 comments · May be fixed by #1190
Open

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

andygrove opened this issue Dec 20, 2024 · 0 comments · May be fixed by #1190
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enhancement New feature or request

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@andygrove
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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.

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