haohuaijin commented on PR #9595:
URL: 
https://github.com/apache/arrow-datafusion/pull/9595#issuecomment-2003583033

   this is a benchmark result; the baseline is 
cf0f8eececd37f593b811320f89c0edd00fd3945 in the main.
   ```
   logical_select_one_from_700
                           time:   [636.48 µs 637.79 µs 639.20 µs]
                           change: [+17.618% +18.087% +18.592%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 9 outliers among 100 measurements (9.00%)
     1 (1.00%) low severe
     2 (2.00%) low mild
     5 (5.00%) high mild
     1 (1.00%) high severe
   
   physical_select_one_from_700
                           time:   [3.7188 ms 3.7238 ms 3.7295 ms]
                           change: [+24.347% +24.897% +25.417%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 5 outliers among 100 measurements (5.00%)
     4 (4.00%) high mild
     1 (1.00%) high severe
   
   logical_select_all_from_1000
                           time:   [23.270 ms 23.296 ms 23.324 ms]
                           change: [-72.737% -72.690% -72.643%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 8 outliers among 100 measurements (8.00%)
     6 (6.00%) high mild
     2 (2.00%) high severe
   
   Benchmarking physical_select_all_from_1000: Warming up for 3.0000 s
   Warning: Unable to complete 100 samples in 5.0s. You may wish to increase 
target time to 16.1s, or reduce sample count to 30.
   physical_select_all_from_1000
                           time:   [161.09 ms 161.35 ms 161.63 ms]
                           change: [-74.231% -74.190% -74.138%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 16 outliers among 100 measurements (16.00%)
     6 (6.00%) high mild
     10 (10.00%) high severe
   
   logical_trivial_join_low_numbered_columns
                           time:   [602.80 µs 603.92 µs 605.05 µs]
                           change: [+6.0809% +6.6720% +7.2644%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 6 outliers among 100 measurements (6.00%)
     2 (2.00%) low mild
     2 (2.00%) high mild
     2 (2.00%) high severe
   
   logical_trivial_join_high_numbered_columns
                           time:   [623.12 µs 624.41 µs 625.75 µs]
                           change: [+2.5065% +2.9476% +3.3981%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 2 outliers among 100 measurements (2.00%)
     1 (1.00%) high mild
     1 (1.00%) high severe
   
   Benchmarking logical_aggregate_with_join: Warming up for 3.0000 s
   Warning: Unable to complete 100 samples in 5.0s. You may wish to increase 
target time to 5.7s, enable flat sampling, or reduce sample count to 60.
   logical_aggregate_with_join
                           time:   [1.1193 ms 1.1213 ms 1.1235 ms]
                           change: [+15.657% +16.111% +16.610%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 11 outliers among 100 measurements (11.00%)
     2 (2.00%) low mild
     2 (2.00%) high mild
     7 (7.00%) high severe
   
   physical_plan_tpch_q1   time:   [6.7090 ms 6.7185 ms 6.7288 ms]
                           change: [-4.6107% -4.3279% -4.0398%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 4 outliers among 100 measurements (4.00%)
     3 (3.00%) high mild
     1 (1.00%) high severe
   
   physical_plan_tpch_q2   time:   [10.510 ms 10.526 ms 10.544 ms]
                           change: [-0.3679% -0.1707% +0.0234%] (p = 0.10 > 
0.05)
                           No change in performance detected.
   Found 7 outliers among 100 measurements (7.00%)
     4 (4.00%) high mild
     3 (3.00%) high severe
   
   physical_plan_tpch_q3   time:   [3.5859 ms 3.5923 ms 3.5996 ms]
                           change: [+4.4629% +4.7337% +5.0124%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 6 outliers among 100 measurements (6.00%)
     5 (5.00%) high mild
     1 (1.00%) high severe
   
   physical_plan_tpch_q4   time:   [2.4776 ms 2.4814 ms 2.4856 ms]
                           change: [-6.8969% -6.6831% -6.4669%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 7 outliers among 100 measurements (7.00%)
     5 (5.00%) high mild
     2 (2.00%) high severe
   
   physical_plan_tpch_q5   time:   [5.4360 ms 5.4433 ms 5.4511 ms]
                           change: [+7.1262% +7.4714% +7.7929%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 7 outliers among 100 measurements (7.00%)
     4 (4.00%) high mild
     3 (3.00%) high severe
   
   Benchmarking physical_plan_tpch_q6: Warming up for 3.0000 s
   Warning: Unable to complete 100 samples in 5.0s. You may wish to increase 
target time to 8.5s, enable flat sampling, or reduce sample count to 50.
   physical_plan_tpch_q6   time:   [1.6593 ms 1.6620 ms 1.6651 ms]
                           change: [+3.6049% +4.0420% +4.4263%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 15 outliers among 100 measurements (15.00%)
     10 (10.00%) high mild
     5 (5.00%) high severe
   
   physical_plan_tpch_q7   time:   [7.1784 ms 7.1881 ms 7.1990 ms]
                           change: [-0.9565% -0.7731% -0.5913%] (p = 0.00 < 
0.05)
                           Change within noise threshold.
   Found 9 outliers among 100 measurements (9.00%)
     5 (5.00%) high mild
     4 (4.00%) high severe
   
   physical_plan_tpch_q8   time:   [9.3676 ms 9.3803 ms 9.3946 ms]
                           change: [-11.944% -11.733% -11.519%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 7 outliers among 100 measurements (7.00%)
     2 (2.00%) high mild
     5 (5.00%) high severe
   
   physical_plan_tpch_q9   time:   [7.0398 ms 7.0497 ms 7.0603 ms]
                           change: [-12.724% -12.537% -12.338%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 4 outliers among 100 measurements (4.00%)
     3 (3.00%) high mild
     1 (1.00%) high severe
   
   physical_plan_tpch_q10  time:   [5.3599 ms 5.3822 ms 5.4061 ms]
                           change: [+0.7193% +1.2464% +1.7604%] (p = 0.00 < 
0.05)
                           Change within noise threshold.
   Found 6 outliers among 100 measurements (6.00%)
     6 (6.00%) high mild
   
   physical_plan_tpch_q11  time:   [4.3129 ms 4.3200 ms 4.3277 ms]
                           change: [+6.8734% +7.1393% +7.4163%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 3 outliers among 100 measurements (3.00%)
     1 (1.00%) high mild
     2 (2.00%) high severe
   
   physical_plan_tpch_q12  time:   [3.5347 ms 3.5404 ms 3.5463 ms]
                           change: [+3.9650% +4.1949% +4.4171%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 5 outliers among 100 measurements (5.00%)
     3 (3.00%) high mild
     2 (2.00%) high severe
   
   physical_plan_tpch_q13  time:   [2.2836 ms 2.2871 ms 2.2909 ms]
                           change: [+7.2793% +7.5424% +7.7873%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 5 outliers among 100 measurements (5.00%)
     3 (3.00%) high mild
     2 (2.00%) high severe
   
   physical_plan_tpch_q14  time:   [2.9526 ms 2.9590 ms 2.9660 ms]
                           change: [-0.6401% +0.3243% +1.2630%] (p = 0.51 > 
0.05)
                           No change in performance detected.
   Found 15 outliers among 100 measurements (15.00%)
     9 (9.00%) high mild
     6 (6.00%) high severe
   
   physical_plan_tpch_q16  time:   [4.4232 ms 4.4304 ms 4.4386 ms]
                           change: [+3.9770% +4.2441% +4.5300%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 7 outliers among 100 measurements (7.00%)
     3 (3.00%) high mild
     4 (4.00%) high severe
   
   physical_plan_tpch_q17  time:   [4.1021 ms 4.1085 ms 4.1160 ms]
                           change: [+7.2418% +7.4904% +7.7389%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 6 outliers among 100 measurements (6.00%)
     5 (5.00%) high mild
     1 (1.00%) high severe
   
   physical_plan_tpch_q18  time:   [4.8702 ms 4.9019 ms 4.9339 ms]
                           change: [+8.7271% +9.5424% +10.331%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   
   physical_plan_tpch_q19  time:   [9.1227 ms 9.1335 ms 9.1454 ms]
                           change: [+2.0674% +2.2535% +2.4382%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 8 outliers among 100 measurements (8.00%)
     5 (5.00%) high mild
     3 (3.00%) high severe
   
   physical_plan_tpch_q20  time:   [5.5458 ms 5.5523 ms 5.5593 ms]
                           change: [+7.5830% +7.8068% +8.0257%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 4 outliers among 100 measurements (4.00%)
     2 (2.00%) high mild
     2 (2.00%) high severe
   
   physical_plan_tpch_q21  time:   [8.2274 ms 8.2406 ms 8.2548 ms]
                           change: [+3.6119% +3.8229% +4.0440%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 6 outliers among 100 measurements (6.00%)
     6 (6.00%) high mild
   
   physical_plan_tpch_q22  time:   [3.7159 ms 3.7217 ms 3.7282 ms]
                           change: [+1.3475% +1.5751% +1.8234%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 6 outliers among 100 measurements (6.00%)
     2 (2.00%) high mild
     4 (4.00%) high severe
   
   Benchmarking physical_plan_tpch_all: Warming up for 3.0000 s
   Warning: Unable to complete 100 samples in 5.0s. You may wish to increase 
target time to 11.4s, or reduce sample count to 40.
   physical_plan_tpch_all  time:   [112.98 ms 113.14 ms 113.32 ms]
                           change: [-0.6799% -0.1096% +0.3016%] (p = 0.72 > 
0.05)
                           No change in performance detected.
   Found 11 outliers among 100 measurements (11.00%)
     8 (8.00%) high mild
     3 (3.00%) high severe
   
   logical_plan_tpch_all   time:   [12.974 ms 13.015 ms 13.056 ms]
                           change: [+1.8106% +2.1746% +2.5372%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 1 outliers among 100 measurements (1.00%)
     1 (1.00%) high mild
   ```
   


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