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Verdict: No clear signal (low confidence) Attributed Vortex impact: +0.5% Engines: DataFusion No clear signal (+8.1%, medium confidence) · DuckDB No clear signal (-6.5%, medium confidence) Vortex (geomean): 0.922x ➖ Parquet (geomean): 0.919x ➖ Shifts: Parquet (control) -8.1% · Median polish -7.6%
How to read Verdict and Engines
Verdict: Overall PR-level signal after subtracting baseline drift estimated from Parquet control rows. It can be Likely improvement, Likely regression, or No clear signal.
Engines: Per-engine attribution. DataFusion is compared against DataFusion/Parquet controls; DuckDB is compared against DuckDB/Parquet controls. This answers whether each engine improved or regressed independently.
Confidence: Based on directional consistency, share of rows above the noise floor, and control-run noise.
✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 82.08%. Comparing base (2ea51cb) to head (87fd36f). ⚠️ Report is 2 commits behind head on develop.
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Summary
ArrayRef::is_arrowhelperTesting
cargo check -p vortex-arraycargo clippy --all-targets --all-features(pre-push hook)