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Posted to github@datafusion.apache.org by "Dandandan (via GitHub)" <gi...@apache.org> on 2026/03/04 07:21:53 UTC

[PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Dandandan opened a new pull request, #20687:
URL: https://github.com/apache/datafusion/pull/20687

   …pening
   
   When a parquet file is opened, its file-level statistics (min/max per column) are now used to update the aggregate dynamic filter bounds before any data is read. This enables earlier pruning of concurrent and subsequent files.
   
   Key changes:
   - Add DynamicFilterFileStatsHandler trait for updating filter bounds from file statistics
   - Implement the trait for AggrDynFilter using inclusive operators (<=/>= instead of </>) for file-stats-derived bounds to preserve correctness
   - Track bound_from_data per accumulator to switch to strict operators once the accumulator confirms the bound from actual data
   - Add build_predicate() to AggrDynFilter, unifying predicate construction between file stats updates and accumulator updates
   - Walk the predicate tree in the parquet opener to find and update dynamic filter nodes with file-level statistics
   
   https://claude.ai/code/session_016tPwbdpgUiYwZSQNT8onup
   
   ## Which issue does this PR close?
   
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   - Closes #.
   
   ## Rationale for this change
   
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   ## What changes are included in this PR?
   
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   ## Are these changes tested?
   
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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3996732620

   πŸ€–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and claude_update-parquet-dynamic-filter-YNZT0
   --------------------
   Benchmark clickbench_extended.json
   --------------------
   ┏━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query    ┃        HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃    Change ┃
   ┑━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 0 β”‚  2442.03 ms β”‚                                 2467.64 ms β”‚ no change β”‚
   β”‚ QQuery 1 β”‚   995.61 ms β”‚                                  986.73 ms β”‚ no change β”‚
   β”‚ QQuery 2 β”‚  1980.12 ms β”‚                                 1986.18 ms β”‚ no change β”‚
   β”‚ QQuery 3 β”‚  1124.40 ms β”‚                                 1135.28 ms β”‚ no change β”‚
   β”‚ QQuery 4 β”‚  2408.73 ms β”‚                                 2377.58 ms β”‚ no change β”‚
   β”‚ QQuery 5 β”‚ 27773.75 ms β”‚                                27123.02 ms β”‚ no change β”‚
   β”‚ QQuery 6 β”‚  4042.40 ms β”‚                                 4199.52 ms β”‚ no change β”‚
   β”‚ QQuery 7 β”‚  2874.23 ms β”‚                                 2828.65 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃            ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 43641.28ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚ 43104.61ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚  5455.16ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚  5388.08ms β”‚
   β”‚ Queries Faster                                            β”‚          0 β”‚
   β”‚ Queries Slower                                            β”‚          0 β”‚
   β”‚ Queries with No Change                                    β”‚          8 β”‚
   β”‚ Queries with Failure                                      β”‚          0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   --------------------
   Benchmark clickbench_partitioned.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃        HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0  β”‚     2.60 ms β”‚                                    2.63 ms β”‚     no change β”‚
   β”‚ QQuery 1  β”‚    50.62 ms β”‚                                   51.34 ms β”‚     no change β”‚
   β”‚ QQuery 2  β”‚   163.16 ms β”‚                                  165.84 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚   171.64 ms β”‚                                  168.80 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚  1065.67 ms β”‚                                 1120.18 ms β”‚  1.05x slower β”‚
   β”‚ QQuery 5  β”‚  1322.23 ms β”‚                                 1383.54 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚     6.46 ms β”‚                                    7.60 ms β”‚  1.18x slower β”‚
   β”‚ QQuery 7  β”‚    55.79 ms β”‚                                   55.65 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚  1481.07 ms β”‚                                 1515.03 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚  1848.86 ms β”‚                                 1913.78 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚   359.62 ms β”‚                                  365.97 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚   408.90 ms β”‚                                  414.72 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚  1205.55 ms β”‚                                 1262.12 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚  1992.35 ms β”‚                                 2040.96 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚  1221.87 ms β”‚                                 1310.66 ms β”‚  1.07x slower β”‚
   β”‚ QQuery 15 β”‚  1226.94 ms β”‚                                 1368.50 ms β”‚  1.12x slower β”‚
   β”‚ QQuery 16 β”‚  2591.45 ms β”‚                                 2606.20 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚  2563.68 ms β”‚                                 2607.36 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚  5470.01 ms β”‚                                 5169.47 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 19 β”‚   128.88 ms β”‚                                  127.31 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚  1992.97 ms β”‚                                 1954.11 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚  2359.51 ms β”‚                                 2235.53 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 22 β”‚  4900.36 ms β”‚                                 3947.38 ms β”‚ +1.24x faster β”‚
   β”‚ QQuery 23 β”‚ 12790.84 ms β”‚                                12292.66 ms β”‚     no change β”‚
   β”‚ QQuery 24 β”‚   201.39 ms β”‚                                  204.01 ms β”‚     no change β”‚
   β”‚ QQuery 25 β”‚   468.29 ms β”‚                                  457.63 ms β”‚     no change β”‚
   β”‚ QQuery 26 β”‚   213.20 ms β”‚                                  210.35 ms β”‚     no change β”‚
   β”‚ QQuery 27 β”‚  2936.94 ms β”‚                                 2796.01 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚ 24505.16 ms β”‚                                24433.89 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚  1055.03 ms β”‚                                 1033.89 ms β”‚     no change β”‚
   β”‚ QQuery 30 β”‚  1284.83 ms β”‚                                 1274.36 ms β”‚     no change β”‚
   β”‚ QQuery 31 β”‚  1401.86 ms β”‚                                 1384.76 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚  5264.41 ms β”‚                                 4523.00 ms β”‚ +1.16x faster β”‚
   β”‚ QQuery 33 β”‚  6295.34 ms β”‚                                 5899.77 ms β”‚ +1.07x faster β”‚
   β”‚ QQuery 34 β”‚  6340.52 ms β”‚                                 6336.10 ms β”‚     no change β”‚
   β”‚ QQuery 35 β”‚  1986.51 ms β”‚                                 2031.40 ms β”‚     no change β”‚
   β”‚ QQuery 36 β”‚   193.93 ms β”‚                                  191.41 ms β”‚     no change β”‚
   β”‚ QQuery 37 β”‚    75.28 ms β”‚                                   72.20 ms β”‚     no change β”‚
   β”‚ QQuery 38 β”‚   115.69 ms β”‚                                  113.98 ms β”‚     no change β”‚
   β”‚ QQuery 39 β”‚   343.97 ms β”‚                                  347.24 ms β”‚     no change β”‚
   β”‚ QQuery 40 β”‚    41.68 ms β”‚                                   41.63 ms β”‚     no change β”‚
   β”‚ QQuery 41 β”‚    34.55 ms β”‚                                   36.08 ms β”‚     no change β”‚
   β”‚ QQuery 42 β”‚    33.21 ms β”‚                                   32.13 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃            ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 98172.85ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚ 95507.16ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚  2283.09ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚  2221.10ms β”‚
   β”‚ Queries Faster                                            β”‚          5 β”‚
   β”‚ Queries Slower                                            β”‚          4 β”‚
   β”‚ Queries with No Change                                    β”‚         34 β”‚
   β”‚ Queries with Failure                                      β”‚          0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   --------------------
   Benchmark tpch_mem_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃      HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚ 126.79 ms β”‚                                  126.92 ms β”‚     no change β”‚
   β”‚ QQuery 2  β”‚  32.94 ms β”‚                                   32.04 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚  39.30 ms β”‚                                   40.16 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚  34.59 ms β”‚                                   34.92 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚  91.06 ms β”‚                                   89.68 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚  24.58 ms β”‚                                   24.71 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚ 160.26 ms β”‚                                  149.41 ms β”‚ +1.07x faster β”‚
   β”‚ QQuery 8  β”‚  42.30 ms β”‚                                   41.96 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚ 105.74 ms β”‚                                  111.28 ms β”‚  1.05x slower β”‚
   β”‚ QQuery 10 β”‚  71.88 ms β”‚                                   71.12 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚  19.45 ms β”‚                                   18.55 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚  68.84 ms β”‚                                   68.97 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚  54.83 ms β”‚                                   52.58 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚  17.62 ms β”‚                                   15.60 ms β”‚ +1.13x faster β”‚
   β”‚ QQuery 15 β”‚  35.52 ms β”‚                                   33.35 ms β”‚ +1.07x faster β”‚
   β”‚ QQuery 16 β”‚  29.86 ms β”‚                                   29.69 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚ 165.48 ms β”‚                                  167.35 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚ 302.99 ms β”‚                                  295.46 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚  55.12 ms β”‚                                   53.61 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚  60.79 ms β”‚                                   63.74 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚ 199.12 ms β”‚                                  200.59 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚  24.81 ms β”‚                                   24.72 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 1763.91ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚ 1746.40ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚   80.18ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚   79.38ms β”‚
   β”‚ Queries Faster                                            β”‚         3 β”‚
   β”‚ Queries Slower                                            β”‚         1 β”‚
   β”‚ Queries with No Change                                    β”‚        18 β”‚
   β”‚ Queries with Failure                                      β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3996128676

   πŸ€–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and claude_update-parquet-dynamic-filter-YNZT0
   --------------------
   Benchmark clickbench_extended.json
   --------------------
   ┏━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query    ┃        HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃        Change ┃
   ┑━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0 β”‚  2446.89 ms β”‚                                 2467.16 ms β”‚     no change β”‚
   β”‚ QQuery 1 β”‚  1015.86 ms β”‚                                  920.30 ms β”‚ +1.10x faster β”‚
   β”‚ QQuery 2 β”‚  2009.56 ms β”‚                                 1907.11 ms β”‚ +1.05x faster β”‚
   β”‚ QQuery 3 β”‚  1091.63 ms β”‚                                 1123.24 ms β”‚     no change β”‚
   β”‚ QQuery 4 β”‚  2369.14 ms β”‚                                 2306.55 ms β”‚     no change β”‚
   β”‚ QQuery 5 β”‚ 28045.48 ms β”‚                                27420.40 ms β”‚     no change β”‚
   β”‚ QQuery 6 β”‚  4081.06 ms β”‚                                 4182.76 ms β”‚     no change β”‚
   β”‚ QQuery 7 β”‚  2930.74 ms β”‚                                 2693.93 ms β”‚ +1.09x faster β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃            ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 43990.36ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚ 43021.45ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚  5498.80ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚  5377.68ms β”‚
   β”‚ Queries Faster                                            β”‚          3 β”‚
   β”‚ Queries Slower                                            β”‚          0 β”‚
   β”‚ Queries with No Change                                    β”‚          5 β”‚
   β”‚ Queries with Failure                                      β”‚          0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   --------------------
   Benchmark clickbench_partitioned.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃        HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0  β”‚     2.55 ms β”‚                                    2.59 ms β”‚     no change β”‚
   β”‚ QQuery 1  β”‚    51.07 ms β”‚                                   51.67 ms β”‚     no change β”‚
   β”‚ QQuery 2  β”‚   163.40 ms β”‚                                  167.96 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚   167.48 ms β”‚                                  164.41 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚  1070.87 ms β”‚                                 1140.06 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 5  β”‚  1397.66 ms β”‚                                 1377.26 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚     6.69 ms β”‚                                       FAIL β”‚  incomparable β”‚
   β”‚ QQuery 7  β”‚    54.61 ms β”‚                                   55.51 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚  1530.32 ms β”‚                                 1540.31 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚  1941.20 ms β”‚                                 1849.72 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚   363.47 ms β”‚                                  358.88 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚   414.87 ms β”‚                                  413.00 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚  1278.55 ms β”‚                                 1266.25 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚  2111.57 ms β”‚                                 2053.59 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚  1290.44 ms β”‚                                 1258.30 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚  1322.95 ms β”‚                                 1268.57 ms β”‚     no change β”‚
   β”‚ QQuery 16 β”‚  2804.27 ms β”‚                                 2660.52 ms β”‚ +1.05x faster β”‚
   β”‚ QQuery 17 β”‚  2655.80 ms β”‚                                 2738.96 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚  5978.91 ms β”‚                                 5298.00 ms β”‚ +1.13x faster β”‚
   β”‚ QQuery 19 β”‚   130.72 ms β”‚                                  126.94 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚  2032.81 ms β”‚                                 1937.98 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚  2267.87 ms β”‚                                 2242.11 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚  4094.14 ms β”‚                                 3927.09 ms β”‚     no change β”‚
   β”‚ QQuery 23 β”‚ 24141.78 ms β”‚                                12545.91 ms β”‚ +1.92x faster β”‚
   β”‚ QQuery 24 β”‚   202.17 ms β”‚                                  211.69 ms β”‚     no change β”‚
   β”‚ QQuery 25 β”‚   474.07 ms β”‚                                  465.41 ms β”‚     no change β”‚
   β”‚ QQuery 26 β”‚   224.10 ms β”‚                                  202.44 ms β”‚ +1.11x faster β”‚
   β”‚ QQuery 27 β”‚  2928.37 ms β”‚                                 2798.14 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚ 24497.30 ms β”‚                                24497.41 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚  1046.58 ms β”‚                                 1051.48 ms β”‚     no change β”‚
   β”‚ QQuery 30 β”‚  1308.86 ms β”‚                                 1279.55 ms β”‚     no change β”‚
   β”‚ QQuery 31 β”‚  1419.66 ms β”‚                                 1398.21 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚  5155.61 ms β”‚                                 5233.83 ms β”‚     no change β”‚
   β”‚ QQuery 33 β”‚  6300.48 ms β”‚                                 5945.18 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 34 β”‚  6621.58 ms β”‚                                 6615.72 ms β”‚     no change β”‚
   β”‚ QQuery 35 β”‚  2086.93 ms β”‚                                 1997.71 ms β”‚     no change β”‚
   β”‚ QQuery 36 β”‚   192.00 ms β”‚                                  188.88 ms β”‚     no change β”‚
   β”‚ QQuery 37 β”‚    73.01 ms β”‚                                   71.71 ms β”‚     no change β”‚
   β”‚ QQuery 38 β”‚   112.71 ms β”‚                                  114.93 ms β”‚     no change β”‚
   β”‚ QQuery 39 β”‚   337.63 ms β”‚                                  343.27 ms β”‚     no change β”‚
   β”‚ QQuery 40 β”‚    39.96 ms β”‚                                   39.34 ms β”‚     no change β”‚
   β”‚ QQuery 41 β”‚    34.28 ms β”‚                                   34.13 ms β”‚     no change β”‚
   β”‚ QQuery 42 β”‚    30.15 ms β”‚                                   31.32 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃             ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 110352.77ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚  96965.94ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚   2627.45ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚   2308.71ms β”‚
   β”‚ Queries Faster                                            β”‚           5 β”‚
   β”‚ Queries Slower                                            β”‚           1 β”‚
   β”‚ Queries with No Change                                    β”‚          36 β”‚
   β”‚ Queries with Failure                                      β”‚           1 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   --------------------
   Benchmark tpch_mem_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃      HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚ 125.14 ms β”‚                                  117.66 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 2  β”‚  32.53 ms β”‚                                   33.09 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚  40.24 ms β”‚                                   39.44 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚  34.74 ms β”‚                                   35.27 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚  89.35 ms β”‚                                   90.68 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚  24.41 ms β”‚                                   24.24 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚ 161.52 ms β”‚                                  160.09 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚  41.10 ms β”‚                                   39.90 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚ 108.93 ms β”‚                                  112.37 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚  73.00 ms β”‚                                   70.95 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚  18.18 ms β”‚                                   18.37 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚  58.40 ms β”‚                                   67.20 ms β”‚  1.15x slower β”‚
   β”‚ QQuery 13 β”‚  53.47 ms β”‚                                   53.95 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚  15.40 ms β”‚                                   15.40 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚  33.40 ms β”‚                                   33.24 ms β”‚     no change β”‚
   β”‚ QQuery 16 β”‚  30.69 ms β”‚                                   28.91 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 17 β”‚ 170.58 ms β”‚                                  168.64 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚ 296.29 ms β”‚                                  299.48 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚  54.76 ms β”‚                                   51.21 ms β”‚ +1.07x faster β”‚
   β”‚ QQuery 20 β”‚  62.15 ms β”‚                                   61.76 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚ 195.93 ms β”‚                                  199.71 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚  23.96 ms β”‚                                   24.43 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 1744.17ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚ 1746.01ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚   79.28ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚   79.36ms β”‚
   β”‚ Queries Faster                                            β”‚         3 β”‚
   β”‚ Queries Slower                                            β”‚         1 β”‚
   β”‚ Queries with No Change                                    β”‚        18 β”‚
   β”‚ Queries with Failure                                      β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3995947460

   πŸ€– `./gh_compare_branch.sh` [gh_compare_branch.sh](https://github.com/alamb/datafusion-benchmarking/blob/main/scripts/gh_compare_branch.sh) Running
   Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
   Comparing claude/update-parquet-dynamic-filter-YNZT0 (945a64ca6c27956669c92b394cf96e1f4b8473d6) to 2cbee474d7a3c4352a1d21308693a7e24422f722 [diff](https://github.com/apache/datafusion/compare/2cbee474d7a3c4352a1d21308693a7e24422f722..945a64ca6c27956669c92b394cf96e1f4b8473d6) using:  tpch_mem clickbench_partitioned clickbench_extended
   Results will be posted here when complete
   


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3995768774

   πŸ€– `./gh_compare_branch.sh` [gh_compare_branch.sh](https://github.com/alamb/datafusion-benchmarking/blob/main/scripts/gh_compare_branch.sh) Running
   Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
   Comparing claude/update-parquet-dynamic-filter-YNZT0 (0c5008d643c321b9fd8052dc44595b48d42852da) to 2cbee474d7a3c4352a1d21308693a7e24422f722 [diff](https://github.com/apache/datafusion/compare/2cbee474d7a3c4352a1d21308693a7e24422f722..0c5008d643c321b9fd8052dc44595b48d42852da) using:  tpch_mem clickbench_partitioned clickbench_extended
   Results will be posted here when complete
   


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3996527976

   run benchmarks


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3995768057

   run benchmarks


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan closed pull request #20687: Update aggregate dynamic filter from parquet file stats during file o…
URL: https://github.com/apache/datafusion/pull/20687


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3995919554

   πŸ€–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and claude_update-parquet-dynamic-filter-YNZT0
   --------------------
   Benchmark clickbench_extended.json
   --------------------
   ┏━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query    ┃        HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃        Change ┃
   ┑━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0 β”‚  2514.57 ms β”‚                                 2473.21 ms β”‚     no change β”‚
   β”‚ QQuery 1 β”‚   985.62 ms β”‚                                  960.98 ms β”‚     no change β”‚
   β”‚ QQuery 2 β”‚  2043.06 ms β”‚                                 1900.71 ms β”‚ +1.07x faster β”‚
   β”‚ QQuery 3 β”‚  1111.73 ms β”‚                                 1075.57 ms β”‚     no change β”‚
   β”‚ QQuery 4 β”‚  2412.13 ms β”‚                                 2405.06 ms β”‚     no change β”‚
   β”‚ QQuery 5 β”‚ 26832.25 ms β”‚                                27105.86 ms β”‚     no change β”‚
   β”‚ QQuery 6 β”‚  4029.28 ms β”‚                                 4204.32 ms β”‚     no change β”‚
   β”‚ QQuery 7 β”‚  2995.02 ms β”‚                                 3092.93 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃            ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 42923.66ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚ 43218.64ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚  5365.46ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚  5402.33ms β”‚
   β”‚ Queries Faster                                            β”‚          1 β”‚
   β”‚ Queries Slower                                            β”‚          0 β”‚
   β”‚ Queries with No Change                                    β”‚          7 β”‚
   β”‚ Queries with Failure                                      β”‚          0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   --------------------
   Benchmark clickbench_partitioned.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃        HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0  β”‚     2.58 ms β”‚                                    2.60 ms β”‚     no change β”‚
   β”‚ QQuery 1  β”‚    53.35 ms β”‚                                   50.68 ms β”‚ +1.05x faster β”‚
   β”‚ QQuery 2  β”‚   164.12 ms β”‚                                  163.21 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚   172.36 ms β”‚                                  165.02 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚  1139.55 ms β”‚                                 1124.25 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚  1349.88 ms β”‚                                 1374.60 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚     5.88 ms β”‚                                       FAIL β”‚  incomparable β”‚
   β”‚ QQuery 7  β”‚    56.01 ms β”‚                                   55.81 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚  1536.95 ms β”‚                                 1491.06 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚  1843.38 ms β”‚                                 1910.93 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚   359.87 ms β”‚                                  364.84 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚   414.89 ms β”‚                                  414.00 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚  1265.72 ms β”‚                                 1269.00 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚  2028.61 ms β”‚                                 2035.51 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚  1259.18 ms β”‚                                 1308.80 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚  1267.97 ms β”‚                                 1309.61 ms β”‚     no change β”‚
   β”‚ QQuery 16 β”‚  2693.09 ms β”‚                                 2625.51 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚  2656.62 ms β”‚                                 2647.27 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚  6010.10 ms β”‚                                 5017.51 ms β”‚ +1.20x faster β”‚
   β”‚ QQuery 19 β”‚   130.32 ms β”‚                                  125.49 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚  2026.60 ms β”‚                                 1952.35 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚  2330.43 ms β”‚                                 2286.09 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚  4114.62 ms β”‚                                 3857.60 ms β”‚ +1.07x faster β”‚
   β”‚ QQuery 23 β”‚ 30426.93 ms β”‚                                11807.82 ms β”‚ +2.58x faster β”‚
   β”‚ QQuery 24 β”‚   211.75 ms β”‚                                  218.85 ms β”‚     no change β”‚
   β”‚ QQuery 25 β”‚   459.72 ms β”‚                                  459.96 ms β”‚     no change β”‚
   β”‚ QQuery 26 β”‚   223.44 ms β”‚                                  200.31 ms β”‚ +1.12x faster β”‚
   β”‚ QQuery 27 β”‚  2941.31 ms β”‚                                 2850.65 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚ 24934.33 ms β”‚                                23783.73 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚  1011.99 ms β”‚                                 1074.02 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 30 β”‚  1233.76 ms β”‚                                 1309.53 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 31 β”‚  1331.97 ms β”‚                                 1392.26 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚  4458.48 ms β”‚                                 4399.59 ms β”‚     no change β”‚
   β”‚ QQuery 33 β”‚  5515.25 ms β”‚                                 5688.79 ms β”‚     no change β”‚
   β”‚ QQuery 34 β”‚  5633.12 ms β”‚                                 5958.14 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 35 β”‚  1872.31 ms β”‚                                 2048.84 ms β”‚  1.09x slower β”‚
   β”‚ QQuery 36 β”‚   190.25 ms β”‚                                  193.29 ms β”‚     no change β”‚
   β”‚ QQuery 37 β”‚    74.14 ms β”‚                                   71.44 ms β”‚     no change β”‚
   β”‚ QQuery 38 β”‚   111.63 ms β”‚                                  114.31 ms β”‚     no change β”‚
   β”‚ QQuery 39 β”‚   343.07 ms β”‚                                  351.91 ms β”‚     no change β”‚
   β”‚ QQuery 40 β”‚    39.35 ms β”‚                                   40.36 ms β”‚     no change β”‚
   β”‚ QQuery 41 β”‚    34.57 ms β”‚                                   34.63 ms β”‚     no change β”‚
   β”‚ QQuery 42 β”‚    30.62 ms β”‚                                   30.94 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃             ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 113954.19ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚  93581.08ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚   2713.19ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚   2228.12ms β”‚
   β”‚ Queries Faster                                            β”‚           5 β”‚
   β”‚ Queries Slower                                            β”‚           4 β”‚
   β”‚ Queries with No Change                                    β”‚          33 β”‚
   β”‚ Queries with Failure                                      β”‚           1 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   --------------------
   Benchmark tpch_mem_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃      HEAD ┃ claude_update-parquet-dynamic-filter-YNZT0 ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚ 141.44 ms β”‚                                  127.96 ms β”‚ +1.11x faster β”‚
   β”‚ QQuery 2  β”‚  34.95 ms β”‚                                   33.41 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚  40.99 ms β”‚                                   38.71 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 4  β”‚  34.36 ms β”‚                                   34.91 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚  89.46 ms β”‚                                   90.57 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚  24.95 ms β”‚                                   24.67 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚ 155.00 ms β”‚                                  158.91 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚  41.78 ms β”‚                                   41.50 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚ 115.10 ms β”‚                                  108.23 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 10 β”‚  72.01 ms β”‚                                   72.25 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚  19.86 ms β”‚                                   19.14 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚  67.40 ms β”‚                                   69.19 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚  53.85 ms β”‚                                   51.73 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚  15.75 ms β”‚                                   16.37 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚  33.82 ms β”‚                                   33.15 ms β”‚     no change β”‚
   β”‚ QQuery 16 β”‚  29.98 ms β”‚                                   29.99 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚ 162.50 ms β”‚                                  170.49 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚ 302.51 ms β”‚                                  306.45 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚  54.88 ms β”‚                                   53.45 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚  61.19 ms β”‚                                   62.18 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚ 206.82 ms β”‚                                  200.92 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚  24.31 ms β”‚                                   24.34 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                         ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                         β”‚ 1782.92ms β”‚
   β”‚ Total Time (claude_update-parquet-dynamic-filter-YNZT0)   β”‚ 1768.51ms β”‚
   β”‚ Average Time (HEAD)                                       β”‚   81.04ms β”‚
   β”‚ Average Time (claude_update-parquet-dynamic-filter-YNZT0) β”‚   80.39ms β”‚
   β”‚ Queries Faster                                            β”‚         3 β”‚
   β”‚ Queries Slower                                            β”‚         0 β”‚
   β”‚ Queries with No Change                                    β”‚        19 β”‚
   β”‚ Queries with Failure                                      β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3995946873

   run benchmarks


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Re: [PR] Update aggregate dynamic filter from parquet file stats during file o… [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #20687:
URL: https://github.com/apache/datafusion/pull/20687#issuecomment-3996528567

   πŸ€– `./gh_compare_branch.sh` [gh_compare_branch.sh](https://github.com/alamb/datafusion-benchmarking/blob/main/scripts/gh_compare_branch.sh) Running
   Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
   Comparing claude/update-parquet-dynamic-filter-YNZT0 (6700c7b59f8fc7fa7cf87bb1469ad6fccbc299cd) to 2cbee474d7a3c4352a1d21308693a7e24422f722 [diff](https://github.com/apache/datafusion/compare/2cbee474d7a3c4352a1d21308693a7e24422f722..6700c7b59f8fc7fa7cf87bb1469ad6fccbc299cd) using:  tpch_mem clickbench_partitioned clickbench_extended
   Results will be posted here when complete
   


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