haohuaijin commented on issue #10926: URL: https://github.com/apache/arrow-rs/issues/10926#issuecomment-5476504373
# Parquet: support same-projection `RowFilter` fusion ### Is your feature request related to a problem or challenge? `RowFilter` evaluates each `ArrowPredicate` separately, so same-projection predicates may decode or replay the same column more than once. #10859 reuses one decoded stream and evaluates later predicates only on surviving rows. This can avoid repeated decoding or predicate-cache replay, but fragmented or dense survivors may be expensive to materialize. Fusion can therefore regress some workloads. ### Describe the solution you'd like Allow consecutive same-projection predicates to share one decoded stream while preserving predicate order and survivor semantics. The decision should balance survivor-materialization cost against re-reading the projection, including predicate-cache replay. #10859 currently uses a conservative structural gate; the final policy is open for discussion. ### Benchmark results - ClickBench Q25: 140.379 ms -> 110.727 ms with #10859 (-21.12% latency, +26.78% throughput). - Synthetic benchmark: 256 three-predicate cases over 4 million SNAPPY-compressed rows, with the filter column projected. Each query already had consecutive same-projection predicates, so DataFusion grouping had no effect. All deltas below are relative to main pushdown ON; negative is faster. | Scope | Cases | #10859 vs main pushdown ON | Regressions above 2% | |---|---:|---:|---:| | All | 256 | -6.84% | 33 | | Int64, fragmented | 64 | -16.03% | 10 | | Int64, clustered | 64 | +0.36% | 20 | | String, fragmented | 64 | -9.74% | 2 | | String, clustered | 64 | -0.96% | 1 | Fusion benefits selective-first cases, but can regress when most rows survive. For `99% -> 99% -> 99%`, the regressions were 16.21% for fragmented `Int64`, 13.05% for clustered `Int64`, and 5.92% for fragmented strings. The best string case (`20% -> 99% -> 1%`, fragmented) improved by 23.59%. Full per-case medians (ms); most cases use 15 samples and dedicated retests use 33: <details> <summary>Int64 / fragmented — 64 cases</summary> | Survivors | Output rows | main OFF (ms) | main ON (ms) | #10859 (ms) | vs ON | Samples | |---|---:|---:|---:|---:|---:|---:| | 99% / 99% / 99% | 3,881,196 | 43.746 | 52.566 | 61.088 | +16.21% | 15 | | 99% / 99% / 50% | 1,960,200 | 44.500 | 52.273 | 58.363 | +11.65% | 15 | | 99% / 99% / 20% | 784,080 | 43.634 | 50.707 | 55.298 | +9.05% | 15 | | 99% / 99% / 1% | 39,204 | 42.148 | 49.238 | 51.462 | +4.52% | 15 | | 99% / 50% / 99% | 1,960,200 | 44.626 | 49.351 | 52.841 | +7.07% | 15 | | 99% / 50% / 50% | 990,000 | 43.913 | 48.312 | 51.172 | +5.92% | 15 | | 99% / 50% / 20% | 396,000 | 42.989 | 47.034 | 49.218 | +4.64% | 15 | | 99% / 50% / 1% | 19,800 | 42.433 | 46.438 | 47.490 | +2.27% | 15 | | 99% / 20% / 99% | 784,080 | 41.056 | 44.407 | 45.369 | +2.17% | 15 | | 99% / 20% / 50% | 396,000 | 41.318 | 42.621 | 44.142 | +3.57% | 33 | | 99% / 20% / 20% | 158,400 | 41.075 | 43.453 | 43.224 | -0.53% | 15 | | 99% / 20% / 1% | 7,920 | 40.614 | 42.901 | 42.566 | -0.78% | 15 | | 99% / 1% / 99% | 39,204 | 36.717 | 41.121 | 39.950 | -2.85% | 15 | | 99% / 1% / 50% | 19,800 | 36.730 | 39.682 | 39.309 | -0.94% | 33 | | 99% / 1% / 20% | 7,920 | 36.560 | 40.635 | 39.380 | -3.09% | 15 | | 99% / 1% / 1% | 396 | 36.909 | 40.410 | 39.276 | -2.81% | 15 | | 50% / 99% / 99% | 1,960,200 | 44.899 | 72.755 | 57.631 | -20.79% | 15 | | 50% / 99% / 50% | 990,000 | 43.569 | 70.303 | 53.304 | -24.18% | 15 | | 50% / 99% / 20% | 396,000 | 42.663 | 68.755 | 49.577 | -27.89% | 15 | | 50% / 99% / 1% | 19,800 | 42.194 | 64.577 | 44.165 | -31.61% | 15 | | 50% / 50% / 99% | 990,000 | 43.159 | 63.271 | 50.066 | -20.87% | 15 | | 50% / 50% / 50% | 500,000 | 42.981 | 62.646 | 47.497 | -24.18% | 15 | | 50% / 50% / 20% | 200,000 | 43.110 | 61.650 | 46.149 | -25.14% | 15 | | 50% / 50% / 1% | 10,000 | 42.247 | 58.145 | 41.738 | -28.22% | 15 | | 50% / 20% / 99% | 396,000 | 39.361 | 58.411 | 44.340 | -24.09% | 15 | | 50% / 20% / 50% | 200,000 | 39.480 | 58.505 | 43.535 | -25.59% | 15 | | 50% / 20% / 20% | 80,000 | 39.415 | 53.328 | 38.648 | -27.53% | 33 | | 50% / 20% / 1% | 4,000 | 39.303 | 55.502 | 38.564 | -30.52% | 15 | | 50% / 1% / 99% | 19,800 | 36.528 | 49.269 | 37.275 | -24.34% | 15 | | 50% / 1% / 50% | 10,000 | 36.504 | 48.893 | 36.880 | -24.57% | 15 | | 50% / 1% / 20% | 4,000 | 36.582 | 48.563 | 36.696 | -24.44% | 15 | | 50% / 1% / 1% | 200 | 36.349 | 48.684 | 36.529 | -24.97% | 15 | | 20% / 99% / 99% | 784,080 | 46.703 | 65.644 | 47.516 | -27.62% | 15 | | 20% / 99% / 50% | 396,000 | 46.999 | 64.039 | 44.273 | -30.87% | 15 | | 20% / 99% / 20% | 158,400 | 47.210 | 63.061 | 41.524 | -34.15% | 15 | | 20% / 99% / 1% | 7,920 | 46.432 | 58.473 | 36.553 | -37.49% | 15 | | 20% / 50% / 99% | 396,000 | 43.210 | 59.408 | 42.486 | -28.48% | 15 | | 20% / 50% / 50% | 200,000 | 43.209 | 58.749 | 40.623 | -30.85% | 15 | | 20% / 50% / 20% | 80,000 | 43.163 | 57.400 | 39.710 | -30.82% | 15 | | 20% / 50% / 1% | 4,000 | 42.857 | 53.361 | 34.931 | -34.54% | 15 | | 20% / 20% / 99% | 158,400 | 40.214 | 54.945 | 39.367 | -28.35% | 15 | | 20% / 20% / 50% | 80,000 | 40.474 | 55.012 | 38.847 | -29.38% | 15 | | 20% / 20% / 20% | 32,000 | 40.618 | 51.430 | 35.047 | -31.85% | 15 | | 20% / 20% / 1% | 1,600 | 40.462 | 50.246 | 34.343 | -31.65% | 15 | | 20% / 1% / 99% | 7,920 | 38.741 | 46.010 | 33.698 | -26.76% | 15 | | 20% / 1% / 50% | 4,000 | 38.856 | 45.892 | 33.625 | -26.73% | 15 | | 20% / 1% / 20% | 1,600 | 38.778 | 45.788 | 32.796 | -28.38% | 15 | | 20% / 1% / 1% | 80 | 38.555 | 45.733 | 32.763 | -28.36% | 15 | | 1% / 99% / 99% | 39,204 | 31.786 | 36.002 | 33.230 | -7.70% | 15 | | 1% / 99% / 50% | 19,800 | 31.797 | 35.668 | 32.602 | -8.60% | 15 | | 1% / 99% / 20% | 7,920 | 31.745 | 35.020 | 31.868 | -9.00% | 15 | | 1% / 99% / 1% | 396 | 31.908 | 34.579 | 31.351 | -9.34% | 15 | | 1% / 50% / 99% | 19,800 | 31.403 | 34.844 | 32.449 | -6.88% | 15 | | 1% / 50% / 50% | 10,000 | 31.489 | 33.416 | 31.073 | -7.01% | 33 | | 1% / 50% / 20% | 4,000 | 31.311 | 33.946 | 31.664 | -6.72% | 15 | | 1% / 50% / 1% | 200 | 31.629 | 33.975 | 31.319 | -7.82% | 15 | | 1% / 20% / 99% | 7,920 | 31.123 | 34.059 | 31.771 | -6.72% | 15 | | 1% / 20% / 50% | 4,000 | 31.123 | 33.745 | 31.723 | -5.99% | 15 | | 1% / 20% / 20% | 1,600 | 30.967 | 33.612 | 31.418 | -6.53% | 15 | | 1% / 20% / 1% | 80 | 31.200 | 33.318 | 31.089 | -6.69% | 15 | | 1% / 1% / 99% | 396 | 31.186 | 33.025 | 31.017 | -6.08% | 15 | | 1% / 1% / 50% | 200 | 31.009 | 32.342 | 30.587 | -5.43% | 33 | | 1% / 1% / 20% | 80 | 31.053 | 32.825 | 31.207 | -4.93% | 15 | | 1% / 1% / 1% | 4 | 30.978 | 33.247 | 31.071 | -6.55% | 15 | </details> <details> <summary>Int64 / clustered — 64 cases</summary> | Survivors | Output rows | main OFF (ms) | main ON (ms) | #10859 (ms) | vs ON | Samples | |---|---:|---:|---:|---:|---:|---:| | 99% / 99% / 99% | 3,881,196 | 28.026 | 32.096 | 36.284 | +13.05% | 15 | | 99% / 99% / 50% | 1,960,200 | 27.509 | 31.175 | 35.154 | +12.77% | 15 | | 99% / 99% / 20% | 784,080 | 27.465 | 30.734 | 34.806 | +13.25% | 15 | | 99% / 99% / 1% | 39,204 | 26.795 | 30.345 | 34.587 | +13.98% | 15 | | 99% / 50% / 99% | 1,960,200 | 29.370 | 30.231 | 32.633 | +7.95% | 15 | | 99% / 50% / 50% | 990,000 | 28.014 | 29.191 | 31.446 | +7.73% | 15 | | 99% / 50% / 20% | 396,000 | 27.638 | 28.427 | 30.620 | +7.72% | 15 | | 99% / 50% / 1% | 19,800 | 26.918 | 28.254 | 30.122 | +6.61% | 15 | | 99% / 20% / 99% | 784,080 | 26.136 | 26.159 | 27.095 | +3.58% | 15 | | 99% / 20% / 50% | 396,000 | 25.933 | 25.524 | 26.219 | +2.72% | 15 | | 99% / 20% / 20% | 158,400 | 25.565 | 25.528 | 26.111 | +2.28% | 15 | | 99% / 20% / 1% | 7,920 | 25.356 | 25.336 | 26.171 | +3.30% | 15 | | 99% / 1% / 99% | 39,204 | 21.406 | 23.185 | 23.430 | +1.05% | 15 | | 99% / 1% / 50% | 19,800 | 21.479 | 23.187 | 23.317 | +0.56% | 15 | | 99% / 1% / 20% | 7,920 | 21.404 | 23.061 | 23.287 | +0.98% | 15 | | 99% / 1% / 1% | 396 | 21.521 | 22.898 | 23.220 | +1.41% | 15 | | 50% / 99% / 99% | 1,960,200 | 29.310 | 28.624 | 29.326 | +2.45% | 15 | | 50% / 99% / 50% | 990,000 | 28.494 | 27.599 | 28.205 | +2.20% | 15 | | 50% / 99% / 20% | 396,000 | 27.727 | 26.527 | 27.098 | +2.15% | 15 | | 50% / 99% / 1% | 19,800 | 26.788 | 26.064 | 26.769 | +2.70% | 15 | | 50% / 50% / 99% | 990,000 | 27.717 | 25.136 | 26.026 | +3.54% | 15 | | 50% / 50% / 50% | 500,000 | 27.054 | 24.518 | 25.440 | +3.76% | 15 | | 50% / 50% / 20% | 200,000 | 26.632 | 24.099 | 24.769 | +2.78% | 15 | | 50% / 50% / 1% | 10,000 | 26.629 | 23.901 | 24.389 | +2.04% | 15 | | 50% / 20% / 99% | 396,000 | 22.656 | 22.589 | 22.608 | +0.08% | 15 | | 50% / 20% / 50% | 200,000 | 22.382 | 22.395 | 22.408 | +0.06% | 15 | | 50% / 20% / 20% | 80,000 | 22.260 | 22.328 | 22.349 | +0.10% | 15 | | 50% / 20% / 1% | 4,000 | 22.190 | 22.448 | 22.055 | -1.75% | 15 | | 50% / 1% / 99% | 19,800 | 21.273 | 21.561 | 20.892 | -3.10% | 15 | | 50% / 1% / 50% | 10,000 | 21.252 | 21.112 | 21.029 | -0.39% | 15 | | 50% / 1% / 20% | 4,000 | 21.459 | 21.213 | 20.972 | -1.14% | 15 | | 50% / 1% / 1% | 200 | 21.242 | 20.978 | 20.653 | -1.55% | 15 | | 20% / 99% / 99% | 784,080 | 23.803 | 21.320 | 21.215 | -0.49% | 15 | | 20% / 99% / 50% | 396,000 | 22.969 | 20.706 | 20.497 | -1.01% | 15 | | 20% / 99% / 20% | 158,400 | 22.884 | 20.507 | 20.286 | -1.08% | 15 | | 20% / 99% / 1% | 7,920 | 22.560 | 20.165 | 19.777 | -1.92% | 15 | | 20% / 50% / 99% | 396,000 | 22.407 | 20.217 | 19.703 | -2.54% | 15 | | 20% / 50% / 50% | 200,000 | 21.812 | 19.881 | 19.386 | -2.49% | 15 | | 20% / 50% / 20% | 80,000 | 21.778 | 19.500 | 19.087 | -2.12% | 15 | | 20% / 50% / 1% | 4,000 | 21.832 | 19.440 | 18.908 | -2.74% | 15 | | 20% / 20% / 99% | 158,400 | 21.524 | 18.948 | 18.397 | -2.91% | 15 | | 20% / 20% / 50% | 80,000 | 21.160 | 18.729 | 18.238 | -2.62% | 15 | | 20% / 20% / 20% | 32,000 | 21.305 | 18.215 | 18.310 | +0.52% | 15 | | 20% / 20% / 1% | 1,600 | 21.209 | 18.539 | 18.713 | +0.94% | 15 | | 20% / 1% / 99% | 7,920 | 20.866 | 17.529 | 16.942 | -3.35% | 33 | | 20% / 1% / 50% | 4,000 | 20.950 | 18.038 | 17.777 | -1.45% | 15 | | 20% / 1% / 20% | 1,600 | 20.972 | 17.916 | 17.419 | -2.77% | 15 | | 20% / 1% / 1% | 80 | 20.979 | 17.920 | 17.573 | -1.94% | 15 | | 1% / 99% / 99% | 39,204 | 15.795 | 17.093 | 16.482 | -3.57% | 15 | | 1% / 99% / 50% | 19,800 | 15.625 | 16.804 | 16.032 | -4.59% | 15 | | 1% / 99% / 20% | 7,920 | 15.651 | 16.796 | 15.945 | -5.07% | 15 | | 1% / 99% / 1% | 396 | 15.695 | 16.636 | 15.846 | -4.75% | 15 | | 1% / 50% / 99% | 19,800 | 15.539 | 16.703 | 16.251 | -2.71% | 15 | | 1% / 50% / 50% | 10,000 | 15.652 | 16.714 | 16.161 | -3.31% | 15 | | 1% / 50% / 20% | 4,000 | 15.544 | 16.439 | 15.908 | -3.23% | 15 | | 1% / 50% / 1% | 200 | 15.632 | 16.384 | 15.859 | -3.21% | 15 | | 1% / 20% / 99% | 7,920 | 15.605 | 16.506 | 15.860 | -3.92% | 15 | | 1% / 20% / 50% | 4,000 | 15.505 | 16.528 | 15.956 | -3.46% | 15 | | 1% / 20% / 20% | 1,600 | 15.459 | 16.365 | 15.749 | -3.76% | 15 | | 1% / 20% / 1% | 80 | 15.561 | 16.115 | 15.732 | -2.38% | 15 | | 1% / 1% / 99% | 396 | 15.592 | 16.211 | 15.752 | -2.83% | 15 | | 1% / 1% / 50% | 200 | 15.484 | 16.310 | 15.823 | -2.98% | 15 | | 1% / 1% / 20% | 80 | 15.455 | 16.126 | 15.781 | -2.14% | 15 | | 1% / 1% / 1% | 4 | 15.541 | 16.176 | 15.602 | -3.55% | 15 | </details> <details> <summary>String / fragmented — 64 cases</summary> | Survivors | Output rows | main OFF (ms) | main ON (ms) | #10859 (ms) | vs ON | Samples | |---|---:|---:|---:|---:|---:|---:| | 99% / 99% / 99% | 3,881,196 | 117.890 | 132.586 | 140.436 | +5.92% | 15 | | 99% / 99% / 50% | 1,960,200 | 124.063 | 131.813 | 137.643 | +4.42% | 15 | | 99% / 99% / 20% | 784,080 | 128.852 | 138.710 | 141.145 | +1.76% | 15 | | 99% / 99% / 1% | 39,204 | 123.738 | 137.830 | 140.219 | +1.73% | 15 | | 99% / 50% / 99% | 1,960,200 | 129.916 | 122.287 | 123.395 | +0.91% | 15 | | 99% / 50% / 50% | 990,000 | 121.564 | 120.055 | 119.547 | -0.42% | 15 | | 99% / 50% / 20% | 396,000 | 123.792 | 122.099 | 121.964 | -0.11% | 15 | | 99% / 50% / 1% | 19,800 | 121.836 | 121.306 | 120.879 | -0.35% | 15 | | 99% / 20% / 99% | 784,080 | 106.768 | 110.803 | 111.303 | +0.45% | 15 | | 99% / 20% / 50% | 396,000 | 102.987 | 109.854 | 109.984 | +0.12% | 15 | | 99% / 20% / 20% | 158,400 | 102.592 | 110.972 | 110.199 | -0.70% | 15 | | 99% / 20% / 1% | 7,920 | 100.084 | 110.845 | 109.668 | -1.06% | 15 | | 99% / 1% / 99% | 39,204 | 90.897 | 101.076 | 99.545 | -1.51% | 15 | | 99% / 1% / 50% | 19,800 | 90.153 | 101.288 | 98.992 | -2.27% | 15 | | 99% / 1% / 20% | 7,920 | 91.036 | 100.841 | 99.375 | -1.45% | 15 | | 99% / 1% / 1% | 396 | 90.522 | 101.152 | 98.823 | -2.30% | 15 | | 50% / 99% / 99% | 1,960,200 | 133.292 | 142.538 | 123.237 | -13.54% | 15 | | 50% / 99% / 50% | 990,000 | 124.118 | 138.827 | 117.956 | -15.03% | 15 | | 50% / 99% / 20% | 396,000 | 127.281 | 141.876 | 118.392 | -16.55% | 15 | | 50% / 99% / 1% | 19,800 | 124.229 | 137.284 | 112.891 | -17.77% | 15 | | 50% / 50% / 99% | 990,000 | 124.555 | 129.143 | 111.699 | -13.51% | 15 | | 50% / 50% / 50% | 500,000 | 119.285 | 127.331 | 108.335 | -14.92% | 15 | | 50% / 50% / 20% | 200,000 | 124.038 | 129.332 | 108.548 | -16.07% | 15 | | 50% / 50% / 1% | 10,000 | 122.229 | 123.983 | 102.586 | -17.26% | 15 | | 50% / 20% / 99% | 396,000 | 100.972 | 122.344 | 105.001 | -14.18% | 15 | | 50% / 20% / 50% | 200,000 | 99.061 | 122.537 | 102.325 | -16.49% | 15 | | 50% / 20% / 20% | 80,000 | 99.152 | 118.817 | 98.350 | -17.23% | 15 | | 50% / 20% / 1% | 4,000 | 98.690 | 117.867 | 97.244 | -17.50% | 15 | | 50% / 1% / 99% | 19,800 | 92.577 | 105.816 | 90.285 | -14.68% | 15 | | 50% / 1% / 50% | 10,000 | 92.410 | 104.975 | 89.755 | -14.50% | 15 | | 50% / 1% / 20% | 4,000 | 92.091 | 105.507 | 89.874 | -14.82% | 15 | | 50% / 1% / 1% | 200 | 91.909 | 105.525 | 90.638 | -14.11% | 15 | | 20% / 99% / 99% | 784,080 | 106.364 | 127.511 | 103.501 | -18.83% | 15 | | 20% / 99% / 50% | 396,000 | 103.675 | 125.120 | 99.524 | -20.46% | 15 | | 20% / 99% / 20% | 158,400 | 103.101 | 125.179 | 97.971 | -21.74% | 15 | | 20% / 99% / 1% | 7,920 | 100.773 | 115.770 | 88.461 | -23.59% | 33 | | 20% / 50% / 99% | 396,000 | 98.537 | 119.060 | 97.837 | -17.83% | 15 | | 20% / 50% / 50% | 200,000 | 96.042 | 117.479 | 95.898 | -18.37% | 15 | | 20% / 50% / 20% | 80,000 | 95.890 | 117.946 | 95.633 | -18.92% | 15 | | 20% / 50% / 1% | 4,000 | 95.177 | 112.391 | 88.214 | -21.51% | 15 | | 20% / 20% / 99% | 158,400 | 91.744 | 112.561 | 93.054 | -17.33% | 15 | | 20% / 20% / 50% | 80,000 | 91.087 | 112.553 | 91.615 | -18.60% | 15 | | 20% / 20% / 20% | 32,000 | 90.706 | 108.781 | 87.328 | -19.72% | 15 | | 20% / 20% / 1% | 1,600 | 90.505 | 107.961 | 85.905 | -20.43% | 15 | | 20% / 1% / 99% | 7,920 | 87.246 | 99.848 | 82.741 | -17.13% | 15 | | 20% / 1% / 50% | 4,000 | 87.046 | 99.423 | 83.404 | -16.11% | 15 | | 20% / 1% / 20% | 1,600 | 86.376 | 98.748 | 82.624 | -16.33% | 15 | | 20% / 1% / 1% | 80 | 86.532 | 99.222 | 82.758 | -16.59% | 15 | | 1% / 99% / 99% | 39,204 | 85.522 | 94.378 | 90.988 | -3.59% | 15 | | 1% / 99% / 50% | 19,800 | 85.408 | 93.829 | 90.262 | -3.80% | 15 | | 1% / 99% / 20% | 7,920 | 85.235 | 93.113 | 89.694 | -3.67% | 15 | | 1% / 99% / 1% | 396 | 84.677 | 93.570 | 89.449 | -4.40% | 15 | | 1% / 50% / 99% | 19,800 | 84.981 | 93.234 | 90.367 | -3.08% | 15 | | 1% / 50% / 50% | 10,000 | 85.279 | 92.752 | 89.799 | -3.18% | 15 | | 1% / 50% / 20% | 4,000 | 85.336 | 92.460 | 90.016 | -2.64% | 15 | | 1% / 50% / 1% | 200 | 84.628 | 92.645 | 89.650 | -3.23% | 15 | | 1% / 20% / 99% | 7,920 | 84.090 | 92.807 | 89.374 | -3.70% | 15 | | 1% / 20% / 50% | 4,000 | 84.790 | 91.980 | 89.141 | -3.09% | 15 | | 1% / 20% / 20% | 1,600 | 84.220 | 92.138 | 88.724 | -3.70% | 15 | | 1% / 20% / 1% | 80 | 84.662 | 92.367 | 88.648 | -4.03% | 15 | | 1% / 1% / 99% | 396 | 83.895 | 91.131 | 88.839 | -2.52% | 15 | | 1% / 1% / 50% | 200 | 83.894 | 90.870 | 88.704 | -2.38% | 15 | | 1% / 1% / 20% | 80 | 84.408 | 91.558 | 88.893 | -2.91% | 15 | | 1% / 1% / 1% | 4 | 83.756 | 89.496 | 86.913 | -2.89% | 15 | </details> <details> <summary>String / clustered — 64 cases</summary> | Survivors | Output rows | main OFF (ms) | main ON (ms) | #10859 (ms) | vs ON | Samples | |---|---:|---:|---:|---:|---:|---:| | 99% / 99% / 99% | 3,881,196 | 99.077 | 110.325 | 112.492 | +1.96% | 15 | | 99% / 99% / 50% | 1,960,200 | 97.024 | 106.444 | 108.291 | +1.74% | 15 | | 99% / 99% / 20% | 784,080 | 102.954 | 111.539 | 114.956 | +3.06% | 15 | | 99% / 99% / 1% | 39,204 | 102.894 | 111.331 | 113.502 | +1.95% | 15 | | 99% / 50% / 99% | 1,960,200 | 108.491 | 99.797 | 99.584 | -0.21% | 15 | | 99% / 50% / 50% | 990,000 | 101.683 | 97.040 | 96.839 | -0.21% | 15 | | 99% / 50% / 20% | 396,000 | 103.752 | 99.334 | 99.290 | -0.04% | 15 | | 99% / 50% / 1% | 19,800 | 100.308 | 97.943 | 97.804 | -0.14% | 15 | | 99% / 20% / 99% | 784,080 | 95.323 | 90.828 | 89.761 | -1.17% | 15 | | 99% / 20% / 50% | 396,000 | 91.438 | 89.359 | 87.258 | -2.35% | 15 | | 99% / 20% / 20% | 158,400 | 93.170 | 89.280 | 87.697 | -1.77% | 15 | | 99% / 20% / 1% | 7,920 | 92.267 | 88.386 | 86.858 | -1.73% | 15 | | 99% / 1% / 99% | 39,204 | 73.819 | 81.634 | 80.286 | -1.65% | 15 | | 99% / 1% / 50% | 19,800 | 73.254 | 81.349 | 79.185 | -2.66% | 15 | | 99% / 1% / 20% | 7,920 | 73.944 | 80.511 | 78.568 | -2.41% | 15 | | 99% / 1% / 1% | 396 | 73.327 | 79.905 | 78.250 | -2.07% | 15 | | 50% / 99% / 99% | 1,960,200 | 113.581 | 92.253 | 90.741 | -1.64% | 15 | | 50% / 99% / 50% | 990,000 | 104.936 | 89.151 | 88.002 | -1.29% | 15 | | 50% / 99% / 20% | 396,000 | 106.827 | 92.123 | 90.634 | -1.62% | 15 | | 50% / 99% / 1% | 19,800 | 103.270 | 90.485 | 89.405 | -1.19% | 15 | | 50% / 50% / 99% | 990,000 | 102.350 | 84.748 | 84.340 | -0.48% | 15 | | 50% / 50% / 50% | 500,000 | 97.922 | 82.815 | 82.418 | -0.48% | 15 | | 50% / 50% / 20% | 200,000 | 100.446 | 84.678 | 83.497 | -1.39% | 15 | | 50% / 50% / 1% | 10,000 | 99.101 | 82.461 | 82.220 | -0.29% | 15 | | 50% / 20% / 99% | 396,000 | 82.332 | 79.004 | 78.037 | -1.22% | 15 | | 50% / 20% / 50% | 200,000 | 80.429 | 77.597 | 76.264 | -1.72% | 15 | | 50% / 20% / 20% | 80,000 | 79.445 | 77.653 | 77.202 | -0.58% | 15 | | 50% / 20% / 1% | 4,000 | 79.411 | 77.391 | 76.180 | -1.57% | 15 | | 50% / 1% / 99% | 19,800 | 74.695 | 74.140 | 73.036 | -1.49% | 15 | | 50% / 1% / 50% | 10,000 | 73.898 | 70.531 | 69.285 | -1.77% | 33 | | 50% / 1% / 20% | 4,000 | 73.758 | 72.988 | 71.611 | -1.89% | 15 | | 50% / 1% / 1% | 200 | 73.548 | 72.596 | 70.979 | -2.23% | 15 | | 20% / 99% / 99% | 784,080 | 86.128 | 75.477 | 73.172 | -3.05% | 15 | | 20% / 99% / 50% | 396,000 | 82.678 | 73.499 | 71.042 | -3.34% | 15 | | 20% / 99% / 20% | 158,400 | 81.763 | 73.371 | 72.027 | -1.83% | 15 | | 20% / 99% / 1% | 7,920 | 80.045 | 73.040 | 71.355 | -2.31% | 15 | | 20% / 50% / 99% | 396,000 | 79.991 | 71.512 | 69.436 | -2.90% | 15 | | 20% / 50% / 50% | 200,000 | 77.390 | 69.659 | 68.913 | -1.07% | 15 | | 20% / 50% / 20% | 80,000 | 77.366 | 69.870 | 69.563 | -0.44% | 15 | | 20% / 50% / 1% | 4,000 | 77.048 | 69.521 | 68.921 | -0.86% | 15 | | 20% / 20% / 99% | 158,400 | 75.975 | 68.914 | 68.603 | -0.45% | 15 | | 20% / 20% / 50% | 80,000 | 75.064 | 67.471 | 66.996 | -0.70% | 15 | | 20% / 20% / 20% | 32,000 | 74.932 | 67.514 | 66.688 | -1.22% | 15 | | 20% / 20% / 1% | 1,600 | 75.041 | 67.166 | 66.694 | -0.70% | 15 | | 20% / 1% / 99% | 7,920 | 73.156 | 66.708 | 65.704 | -1.50% | 15 | | 20% / 1% / 50% | 4,000 | 72.497 | 65.909 | 65.480 | -0.65% | 15 | | 20% / 1% / 20% | 1,600 | 71.653 | 65.140 | 64.665 | -0.73% | 15 | | 20% / 1% / 1% | 80 | 71.872 | 65.548 | 64.255 | -1.97% | 15 | | 1% / 99% / 99% | 39,204 | 67.239 | 73.180 | 72.102 | -1.47% | 15 | | 1% / 99% / 50% | 19,800 | 67.319 | 72.418 | 71.655 | -1.05% | 15 | | 1% / 99% / 20% | 7,920 | 66.880 | 71.880 | 71.036 | -1.17% | 15 | | 1% / 99% / 1% | 396 | 67.275 | 71.375 | 70.574 | -1.12% | 15 | | 1% / 50% / 99% | 19,800 | 66.131 | 72.569 | 72.404 | -0.23% | 15 | | 1% / 50% / 50% | 10,000 | 66.967 | 71.670 | 70.992 | -0.95% | 15 | | 1% / 50% / 20% | 4,000 | 66.900 | 71.300 | 71.873 | +0.80% | 15 | | 1% / 50% / 1% | 200 | 67.004 | 71.008 | 70.195 | -1.14% | 15 | | 1% / 20% / 99% | 7,920 | 66.908 | 72.498 | 72.130 | -0.51% | 15 | | 1% / 20% / 50% | 4,000 | 66.373 | 71.664 | 71.709 | +0.06% | 15 | | 1% / 20% / 20% | 1,600 | 66.760 | 68.750 | 68.241 | -0.74% | 33 | | 1% / 20% / 1% | 80 | 66.747 | 70.190 | 69.985 | -0.29% | 15 | | 1% / 1% / 99% | 396 | 66.511 | 72.250 | 71.745 | -0.70% | 15 | | 1% / 1% / 50% | 200 | 66.545 | 71.259 | 70.455 | -1.13% | 15 | | 1% / 1% / 20% | 80 | 66.385 | 70.703 | 70.921 | +0.31% | 15 | | 1% / 1% / 1% | 4 | 67.187 | 70.051 | 70.298 | +0.35% | 15 | </details> ### Additional context - Arrow: #10859, #10774, #10776 - DataFusion: apache/datafusion#24426, apache/datafusion#24705 -- This is an automated message from the Apache Git Service. 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