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Datafusion Comet

Preview for Comet Falls Back to Spark on Every Delta Table. I Wrote the PR That Fixes It
Aug 17, 2026

Comet Falls Back to Spark on Every Delta Table. I Wrote the PR That Fixes It

DataFusion Comet declines every Delta table over a one-line format check, giving up native execution and all parquet pruning. PR #5365 adds a native Delta read path that inherits row-group and page-index pruning for free, and applies deletion vectors inside the scan itself. Measured at 1 TB: the Delta arm is indistinguishable from raw parquet.

apache spark datafusion comet delta lake parquet rust data engineering performance open source
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