zhuqi-lucas commented on PR #23420:
URL: https://github.com/apache/datafusion/pull/23420#issuecomment-4925939425

   @alamb  The result looks good also for pushdown benchmark as expected for 
this PR:
   
   ```rust
   Comparing HEAD and qizhu_parquet-pushdown-adaptive-gate
   --------------------
   Benchmark clickbench_pushdown.json
   --------------------
   
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃                                  HEAD ┃  
qizhu_parquet-pushdown-adaptive-gate ┃        Change ┃
   
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   │ QQuery 0  │          1.24 / 4.10 ±5.59 / 15.28 ms │          1.22 / 4.01 
±5.45 / 14.91 ms │     no change │
   │ QQuery 1  │        12.96 / 13.15 ±0.12 / 13.30 ms │        13.57 / 13.86 
±0.28 / 14.39 ms │  1.05x slower │
   │ QQuery 2  │        36.76 / 37.45 ±0.62 / 38.24 ms │        36.40 / 36.78 
±0.34 / 37.41 ms │     no change │
   │ QQuery 3  │        31.03 / 31.63 ±0.82 / 33.25 ms │        31.04 / 31.19 
±0.12 / 31.38 ms │     no change │
   │ QQuery 4  │     227.12 / 230.25 ±2.21 / 233.66 ms │     226.06 / 227.38 
±0.86 / 228.35 ms │     no change │
   │ QQuery 5  │     274.19 / 277.03 ±2.85 / 282.25 ms │     273.51 / 278.30 
±3.38 / 283.52 ms │     no change │
   │ QQuery 6  │           1.27 / 1.43 ±0.22 / 1.86 ms │           1.26 / 1.40 
±0.21 / 1.82 ms │     no change │
   │ QQuery 7  │        16.54 / 16.77 ±0.19 / 16.99 ms │        15.08 / 15.15 
±0.05 / 15.24 ms │ +1.11x faster │
   │ QQuery 8  │     324.26 / 329.46 ±4.10 / 334.40 ms │     323.61 / 326.84 
±2.56 / 330.68 ms │     no change │
   │ QQuery 9  │     455.48 / 469.16 ±8.12 / 476.19 ms │     460.07 / 471.66 
±6.88 / 479.01 ms │     no change │
   │ QQuery 10 │        95.23 / 96.87 ±0.94 / 97.86 ms │        69.59 / 71.95 
±1.40 / 73.77 ms │ +1.35x faster │
   │ QQuery 11 │     106.87 / 107.79 ±0.95 / 109.41 ms │       83.37 / 87.98 
±7.69 / 103.25 ms │ +1.23x faster │
   │ QQuery 12 │     305.74 / 309.05 ±2.69 / 313.44 ms │     268.82 / 272.19 
±2.77 / 277.13 ms │ +1.14x faster │
   │ QQuery 13 │     426.27 / 436.14 ±9.16 / 450.87 ms │     370.07 / 375.79 
±5.10 / 383.77 ms │ +1.16x faster │
   │ QQuery 14 │     317.97 / 323.55 ±7.98 / 339.25 ms │     286.21 / 289.30 
±4.51 / 298.04 ms │ +1.12x faster │
   │ QQuery 15 │     275.93 / 284.48 ±7.07 / 292.21 ms │    274.85 / 287.42 
±11.31 / 305.63 ms │     no change │
   │ QQuery 16 │     622.58 / 633.26 ±9.22 / 649.55 ms │     614.49 / 623.14 
±7.08 / 632.86 ms │     no change │
   │ QQuery 17 │     634.21 / 637.48 ±2.55 / 641.26 ms │     623.65 / 634.04 
±9.82 / 646.87 ms │     no change │
   │ QQuery 18 │ 1269.87 / 1302.81 ±24.32 / 1345.00 ms │  1264.80 / 1271.50 
±4.83 / 1278.65 ms │     no change │
   │ QQuery 19 │        29.25 / 29.59 ±0.21 / 29.76 ms │       28.39 / 36.98 
±15.81 / 68.53 ms │  1.25x slower │
   │ QQuery 20 │    517.33 / 526.75 ±11.31 / 547.09 ms │     519.01 / 525.65 
±7.19 / 538.98 ms │     no change │
   │ QQuery 21 │     567.02 / 578.69 ±6.88 / 586.50 ms │     521.39 / 526.46 
±4.22 / 532.15 ms │ +1.10x faster │
   │ QQuery 22 │    927.00 / 937.75 ±10.48 / 956.68 ms │    990.15 / 993.76 
±4.16 / 1001.68 ms │  1.06x slower │
   │ QQuery 23 │     116.66 / 125.46 ±5.87 / 133.61 ms │     116.37 / 124.25 
±5.85 / 132.68 ms │     no change │
   │ QQuery 24 │        37.83 / 39.80 ±3.22 / 46.20 ms │        41.28 / 42.28 
±1.88 / 46.05 ms │  1.06x slower │
   │ QQuery 25 │     144.81 / 149.31 ±3.42 / 153.64 ms │     112.15 / 119.12 
±7.41 / 132.55 ms │ +1.25x faster │
   │ QQuery 26 │        49.92 / 50.96 ±0.86 / 52.31 ms │        42.00 / 42.70 
±0.37 / 43.04 ms │ +1.19x faster │
   │ QQuery 27 │     711.11 / 719.52 ±9.57 / 737.84 ms │     673.75 / 683.93 
±6.63 / 692.00 ms │     no change │
   │ QQuery 28 │ 3062.78 / 3091.39 ±19.74 / 3119.93 ms │  3067.46 / 3077.46 
±7.56 / 3085.45 ms │     no change │
   │ QQuery 29 │        41.17 / 45.16 ±7.39 / 59.93 ms │        41.71 / 55.51 
±9.80 / 71.56 ms │  1.23x slower │
   │ QQuery 30 │     312.51 / 317.83 ±4.76 / 326.73 ms │     307.46 / 314.68 
±4.54 / 321.29 ms │     no change │
   │ QQuery 31 │     293.30 / 301.88 ±6.24 / 310.74 ms │    295.00 / 306.48 
±11.50 / 328.33 ms │     no change │
   │ QQuery 32 │   926.19 / 968.21 ±25.26 / 1002.64 ms │   950.24 / 994.38 
±23.11 / 1017.51 ms │     no change │
   │ QQuery 33 │ 1451.44 / 1489.42 ±24.90 / 1529.12 ms │ 1474.44 / 1486.27 
±12.10 / 1503.04 ms │     no change │
   │ QQuery 34 │  1486.33 / 1497.38 ±6.12 / 1505.11 ms │ 1493.04 / 1534.83 
±38.86 / 1585.35 ms │     no change │
   │ QQuery 35 │    281.95 / 303.19 ±24.93 / 348.47 ms │    281.46 / 305.21 
±16.40 / 324.06 ms │     no change │
   │ QQuery 36 │        67.03 / 73.48 ±4.55 / 80.29 ms │        67.22 / 72.37 
±4.84 / 80.72 ms │     no change │
   │ QQuery 37 │        36.59 / 40.92 ±4.82 / 48.33 ms │        35.86 / 41.06 
±4.50 / 47.14 ms │     no change │
   │ QQuery 38 │        36.44 / 42.07 ±4.96 / 49.73 ms │        41.81 / 43.46 
±0.90 / 44.56 ms │     no change │
   │ QQuery 39 │     141.26 / 143.72 ±2.13 / 147.46 ms │     126.12 / 142.17 
±9.14 / 154.61 ms │     no change │
   │ QQuery 40 │        18.39 / 21.19 ±4.94 / 31.06 ms │        14.23 / 16.32 
±2.55 / 21.27 ms │ +1.30x faster │
   │ QQuery 41 │        17.21 / 21.75 ±5.29 / 30.45 ms │        14.19 / 14.49 
±0.22 / 14.82 ms │ +1.50x faster │
   │ QQuery 42 │        14.71 / 14.98 ±0.21 / 15.23 ms │        13.56 / 13.77 
±0.14 / 13.99 ms │ +1.09x faster │
   
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                   ┃            ┃
   ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   │ Total Time (HEAD)                                   │ 17072.27ms │
   │ Total Time (qizhu_parquet-pushdown-adaptive-gate)   │ 16833.48ms │
   │ Average Time (HEAD)                                 │   397.03ms │
   │ Average Time (qizhu_parquet-pushdown-adaptive-gate) │   391.48ms │
   │ Queries Faster                                      │         12 │
   │ Queries Slower                                      │          5 │
   │ Queries with No Change                              │         26 │
   │ Queries with Failure                                │          0 │
   └─────────────────────────────────────────────────────┴────────────┘
   ```


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