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Posted to github@datafusion.apache.org by "Dandandan (via GitHub)" <gi...@apache.org> on 2026/01/17 08:51:59 UTC

[PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Dandandan opened a new pull request, #19864:
URL: https://github.com/apache/datafusion/pull/19864

   This commit introduces `parallel_concat_batches`, a function that concatenates a slice of `RecordBatch`es by processing each column in a separate Tokio task.
   
   This parallel implementation is now used within the `collect_left_input` function in `HashJoinExec` to accelerate the build-side preparation. This can significantly improve performance for joins where the build side consists of many batches that need to be concatenated, particularly when the tables are wide.
   
   The `try_create_array_map` function was also made `async` to accommodate the new asynchronous concatenation function.
   
   ## Which issue does this PR close?
   
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   - Closes #.
   
   ## Rationale for this change
   
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    Explaining clearly why changes are proposed helps reviewers understand your changes and offer better suggestions for fixes.  
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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] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan closed pull request #19864: [Test]: Add parallel concat_batches and use in HashJoin
URL: https://github.com/apache/datafusion/pull/19864


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762948716

   ๐Ÿค–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and bolt-parallel-concat-batches-7263972650179485113
   --------------------
   Benchmark tpch_sf1.json
   --------------------
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ      HEAD โ”ƒ bolt-parallel-concat-batches-7263972650179485113 โ”ƒ       Change โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚ 179.09 ms โ”‚                                        177.70 ms โ”‚    no change โ”‚
   โ”‚ QQuery 2  โ”‚  84.56 ms โ”‚                                         89.60 ms โ”‚ 1.06x slower โ”‚
   โ”‚ QQuery 3  โ”‚ 125.05 ms โ”‚                                        125.80 ms โ”‚    no change โ”‚
   โ”‚ QQuery 4  โ”‚  77.67 ms โ”‚                                         78.41 ms โ”‚    no change โ”‚
   โ”‚ QQuery 5  โ”‚ 175.77 ms โ”‚                                        180.15 ms โ”‚    no change โ”‚
   โ”‚ QQuery 6  โ”‚  62.74 ms โ”‚                                         68.89 ms โ”‚ 1.10x slower โ”‚
   โ”‚ QQuery 7  โ”‚ 207.47 ms โ”‚                                        211.70 ms โ”‚    no change โ”‚
   โ”‚ QQuery 8  โ”‚ 167.37 ms โ”‚                                        167.36 ms โ”‚    no change โ”‚
   โ”‚ QQuery 9  โ”‚ 228.86 ms โ”‚                                        220.18 ms โ”‚    no change โ”‚
   โ”‚ QQuery 10 โ”‚ 187.17 ms โ”‚                                        190.84 ms โ”‚    no change โ”‚
   โ”‚ QQuery 11 โ”‚  59.78 ms โ”‚                                         62.21 ms โ”‚    no change โ”‚
   โ”‚ QQuery 12 โ”‚ 119.44 ms โ”‚                                        118.53 ms โ”‚    no change โ”‚
   โ”‚ QQuery 13 โ”‚ 212.81 ms โ”‚                                        212.63 ms โ”‚    no change โ”‚
   โ”‚ QQuery 14 โ”‚  91.92 ms โ”‚                                         92.45 ms โ”‚    no change โ”‚
   โ”‚ QQuery 15 โ”‚ 122.77 ms โ”‚                                        121.62 ms โ”‚    no change โ”‚
   โ”‚ QQuery 16 โ”‚  59.98 ms โ”‚                                         59.27 ms โ”‚    no change โ”‚
   โ”‚ QQuery 17 โ”‚ 257.57 ms โ”‚                                        256.99 ms โ”‚    no change โ”‚
   โ”‚ QQuery 18 โ”‚ 308.25 ms โ”‚                                        317.88 ms โ”‚    no change โ”‚
   โ”‚ QQuery 19 โ”‚ 135.27 ms โ”‚                                        138.06 ms โ”‚    no change โ”‚
   โ”‚ QQuery 20 โ”‚ 128.26 ms โ”‚                                        128.32 ms โ”‚    no change โ”‚
   โ”‚ QQuery 21 โ”‚ 257.09 ms โ”‚                                        261.90 ms โ”‚    no change โ”‚
   โ”‚ QQuery 22 โ”‚  40.33 ms โ”‚                                         41.56 ms โ”‚    no change โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                               โ”ƒ           โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                               โ”‚ 3289.25ms โ”‚
   โ”‚ Total Time (bolt-parallel-concat-batches-7263972650179485113)   โ”‚ 3322.06ms โ”‚
   โ”‚ Average Time (HEAD)                                             โ”‚  149.51ms โ”‚
   โ”‚ Average Time (bolt-parallel-concat-batches-7263972650179485113) โ”‚  151.00ms โ”‚
   โ”‚ Queries Faster                                                  โ”‚         0 โ”‚
   โ”‚ Queries Slower                                                  โ”‚         2 โ”‚
   โ”‚ Queries with No Change                                          โ”‚        20 โ”‚
   โ”‚ Queries with Failure                                            โ”‚         0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762931900

   Run benchmark tpcds


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762964994

   ๐Ÿค– `./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 bolt-parallel-concat-batches-7263972650179485113 (85803e0b5e9c28c7c98a349c5abe41106015ae14) to 79869a75375acb8449269e96e5154e4b96bc7def [diff](https://github.com/apache/datafusion/compare/79869a75375acb8449269e96e5154e4b96bc7def..85803e0b5e9c28c7c98a349c5abe41106015ae14) using:  tpch_mem
   Results will be posted here when complete
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762918718

   Run benchmark tpch_mem


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762992286

   ๐Ÿค–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and bolt-parallel-concat-batches-7263972650179485113
   --------------------
   Benchmark tpcds_sf1.json
   --------------------
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ        HEAD โ”ƒ bolt-parallel-concat-batches-7263972650179485113 โ”ƒ        Change โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚    74.57 ms โ”‚                                         73.93 ms โ”‚     no change โ”‚
   โ”‚ QQuery 2  โ”‚   220.15 ms โ”‚                                        220.17 ms โ”‚     no change โ”‚
   โ”‚ QQuery 3  โ”‚   167.55 ms โ”‚                                        159.84 ms โ”‚     no change โ”‚
   โ”‚ QQuery 4  โ”‚  2016.13 ms โ”‚                                       1953.30 ms โ”‚     no change โ”‚
   โ”‚ QQuery 5  โ”‚   291.52 ms โ”‚                                        285.77 ms โ”‚     no change โ”‚
   โ”‚ QQuery 6  โ”‚  1500.47 ms โ”‚                                       1470.55 ms โ”‚     no change โ”‚
   โ”‚ QQuery 7  โ”‚   525.02 ms โ”‚                                        504.77 ms โ”‚     no change โ”‚
   โ”‚ QQuery 8  โ”‚   181.44 ms โ”‚                                        177.33 ms โ”‚     no change โ”‚
   โ”‚ QQuery 9  โ”‚   315.13 ms โ”‚                                        296.08 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 10 โ”‚   184.07 ms โ”‚                                        179.72 ms โ”‚     no change โ”‚
   โ”‚ QQuery 11 โ”‚  1353.16 ms โ”‚                                       1348.67 ms โ”‚     no change โ”‚
   โ”‚ QQuery 12 โ”‚    73.72 ms โ”‚                                         71.27 ms โ”‚     no change โ”‚
   โ”‚ QQuery 13 โ”‚   582.22 ms โ”‚                                        554.02 ms โ”‚     no change โ”‚
   โ”‚ QQuery 14 โ”‚  1937.45 ms โ”‚                                       1908.87 ms โ”‚     no change โ”‚
   โ”‚ QQuery 15 โ”‚    30.77 ms โ”‚                                         30.89 ms โ”‚     no change โ”‚
   โ”‚ QQuery 16 โ”‚    66.64 ms โ”‚                                         66.80 ms โ”‚     no change โ”‚
   โ”‚ QQuery 17 โ”‚   375.55 ms โ”‚                                        363.59 ms โ”‚     no change โ”‚
   โ”‚ QQuery 18 โ”‚   203.64 ms โ”‚                                        199.77 ms โ”‚     no change โ”‚
   โ”‚ QQuery 19 โ”‚   243.44 ms โ”‚                                        232.39 ms โ”‚     no change โ”‚
   โ”‚ QQuery 20 โ”‚    28.90 ms โ”‚                                         27.95 ms โ”‚     no change โ”‚
   โ”‚ QQuery 21 โ”‚    42.07 ms โ”‚                                         42.81 ms โ”‚     no change โ”‚
   โ”‚ QQuery 22 โ”‚   767.60 ms โ”‚                                        752.77 ms โ”‚     no change โ”‚
   โ”‚ QQuery 23 โ”‚  1807.40 ms โ”‚                                       1767.36 ms โ”‚     no change โ”‚
   โ”‚ QQuery 24 โ”‚   684.56 ms โ”‚                                        661.16 ms โ”‚     no change โ”‚
   โ”‚ QQuery 25 โ”‚   534.01 ms โ”‚                                        523.11 ms โ”‚     no change โ”‚
   โ”‚ QQuery 26 โ”‚   129.73 ms โ”‚                                        129.75 ms โ”‚     no change โ”‚
   โ”‚ QQuery 27 โ”‚   530.45 ms โ”‚                                        503.19 ms โ”‚ +1.05x faster โ”‚
   โ”‚ QQuery 28 โ”‚   322.19 ms โ”‚                                        304.67 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 29 โ”‚   463.73 ms โ”‚                                        450.45 ms โ”‚     no change โ”‚
   โ”‚ QQuery 30 โ”‚    80.20 ms โ”‚                                         75.36 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 31 โ”‚   322.47 ms โ”‚                                        312.14 ms โ”‚     no change โ”‚
   โ”‚ QQuery 32 โ”‚    87.64 ms โ”‚                                         85.36 ms โ”‚     no change โ”‚
   โ”‚ QQuery 33 โ”‚   217.84 ms โ”‚                                        210.37 ms โ”‚     no change โ”‚
   โ”‚ QQuery 34 โ”‚   168.95 ms โ”‚                                        164.34 ms โ”‚     no change โ”‚
   โ”‚ QQuery 35 โ”‚   179.75 ms โ”‚                                        185.39 ms โ”‚     no change โ”‚
   โ”‚ QQuery 36 โ”‚   292.23 ms โ”‚                                        290.08 ms โ”‚     no change โ”‚
   โ”‚ QQuery 37 โ”‚   261.86 ms โ”‚                                        261.81 ms โ”‚     no change โ”‚
   โ”‚ QQuery 38 โ”‚   154.03 ms โ”‚                                        159.06 ms โ”‚     no change โ”‚
   โ”‚ QQuery 39 โ”‚   219.69 ms โ”‚                                        217.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 40 โ”‚   177.54 ms โ”‚                                        163.60 ms โ”‚ +1.09x faster โ”‚
   โ”‚ QQuery 41 โ”‚    25.16 ms โ”‚                                         24.00 ms โ”‚     no change โ”‚
   โ”‚ QQuery 42 โ”‚   150.31 ms โ”‚                                        147.71 ms โ”‚     no change โ”‚
   โ”‚ QQuery 43 โ”‚   131.95 ms โ”‚                                        126.82 ms โ”‚     no change โ”‚
   โ”‚ QQuery 44 โ”‚    29.81 ms โ”‚                                         30.24 ms โ”‚     no change โ”‚
   โ”‚ QQuery 45 โ”‚    86.39 ms โ”‚                                         87.95 ms โ”‚     no change โ”‚
   โ”‚ QQuery 46 โ”‚   348.05 ms โ”‚                                        341.07 ms โ”‚     no change โ”‚
   โ”‚ QQuery 47 โ”‚  1169.17 ms โ”‚                                       1144.21 ms โ”‚     no change โ”‚
   โ”‚ QQuery 48 โ”‚   433.81 ms โ”‚                                        421.33 ms โ”‚     no change โ”‚
   โ”‚ QQuery 49 โ”‚   386.19 ms โ”‚                                        378.45 ms โ”‚     no change โ”‚
   โ”‚ QQuery 50 โ”‚   356.12 ms โ”‚                                        339.57 ms โ”‚     no change โ”‚
   โ”‚ QQuery 51 โ”‚   315.34 ms โ”‚                                        306.79 ms โ”‚     no change โ”‚
   โ”‚ QQuery 52 โ”‚   151.58 ms โ”‚                                        146.87 ms โ”‚     no change โ”‚
   โ”‚ QQuery 53 โ”‚   153.50 ms โ”‚                                        153.04 ms โ”‚     no change โ”‚
   โ”‚ QQuery 54 โ”‚   234.10 ms โ”‚                                        228.07 ms โ”‚     no change โ”‚
   โ”‚ QQuery 55 โ”‚   151.71 ms โ”‚                                        146.49 ms โ”‚     no change โ”‚
   โ”‚ QQuery 56 โ”‚   218.87 ms โ”‚                                        213.18 ms โ”‚     no change โ”‚
   โ”‚ QQuery 57 โ”‚   312.77 ms โ”‚                                        304.90 ms โ”‚     no change โ”‚
   โ”‚ QQuery 58 โ”‚   501.47 ms โ”‚                                        467.41 ms โ”‚ +1.07x faster โ”‚
   โ”‚ QQuery 59 โ”‚   306.69 ms โ”‚                                        299.36 ms โ”‚     no change โ”‚
   โ”‚ QQuery 60 โ”‚   222.03 ms โ”‚                                        214.45 ms โ”‚     no change โ”‚
   โ”‚ QQuery 61 โ”‚   258.31 ms โ”‚                                        251.52 ms โ”‚     no change โ”‚
   โ”‚ QQuery 62 โ”‚  1355.32 ms โ”‚                                       1284.47 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 63 โ”‚   157.60 ms โ”‚                                        152.09 ms โ”‚     no change โ”‚
   โ”‚ QQuery 64 โ”‚  1218.04 ms โ”‚                                       1163.14 ms โ”‚     no change โ”‚
   โ”‚ QQuery 65 โ”‚   385.59 ms โ”‚                                        368.06 ms โ”‚     no change โ”‚
   โ”‚ QQuery 66 โ”‚   412.81 ms โ”‚                                        353.74 ms โ”‚ +1.17x faster โ”‚
   โ”‚ QQuery 67 โ”‚   555.25 ms โ”‚                                        539.74 ms โ”‚     no change โ”‚
   โ”‚ QQuery 68 โ”‚   401.38 ms โ”‚                                        386.98 ms โ”‚     no change โ”‚
   โ”‚ QQuery 69 โ”‚   180.43 ms โ”‚                                        177.79 ms โ”‚     no change โ”‚
   โ”‚ QQuery 70 โ”‚   519.33 ms โ”‚                                        488.68 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 71 โ”‚   198.19 ms โ”‚                                        191.02 ms โ”‚     no change โ”‚
   โ”‚ QQuery 72 โ”‚  2182.72 ms โ”‚                                       2093.58 ms โ”‚     no change โ”‚
   โ”‚ QQuery 73 โ”‚   166.30 ms โ”‚                                        162.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 74 โ”‚   931.07 ms โ”‚                                        878.53 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 75 โ”‚   433.08 ms โ”‚                                        423.80 ms โ”‚     no change โ”‚
   โ”‚ QQuery 76 โ”‚   197.86 ms โ”‚                                        192.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 77 โ”‚   306.03 ms โ”‚                                        294.54 ms โ”‚     no change โ”‚
   โ”‚ QQuery 78 โ”‚   963.15 ms โ”‚                                        929.29 ms โ”‚     no change โ”‚
   โ”‚ QQuery 79 โ”‚   360.99 ms โ”‚                                        344.28 ms โ”‚     no change โ”‚
   โ”‚ QQuery 80 โ”‚   534.24 ms โ”‚                                        521.80 ms โ”‚     no change โ”‚
   โ”‚ QQuery 81 โ”‚    55.61 ms โ”‚                                         53.62 ms โ”‚     no change โ”‚
   โ”‚ QQuery 82 โ”‚   289.63 ms โ”‚                                        288.23 ms โ”‚     no change โ”‚
   โ”‚ QQuery 83 โ”‚    82.85 ms โ”‚                                         81.23 ms โ”‚     no change โ”‚
   โ”‚ QQuery 84 โ”‚    76.53 ms โ”‚                                         69.19 ms โ”‚ +1.11x faster โ”‚
   โ”‚ QQuery 85 โ”‚   231.89 ms โ”‚                                        226.71 ms โ”‚     no change โ”‚
   โ”‚ QQuery 86 โ”‚    61.32 ms โ”‚                                         60.64 ms โ”‚     no change โ”‚
   โ”‚ QQuery 87 โ”‚   163.66 ms โ”‚                                        159.51 ms โ”‚     no change โ”‚
   โ”‚ QQuery 88 โ”‚   278.56 ms โ”‚                                        276.62 ms โ”‚     no change โ”‚
   โ”‚ QQuery 89 โ”‚   174.84 ms โ”‚                                        174.95 ms โ”‚     no change โ”‚
   โ”‚ QQuery 90 โ”‚    47.44 ms โ”‚                                         46.94 ms โ”‚     no change โ”‚
   โ”‚ QQuery 91 โ”‚   105.67 ms โ”‚                                         94.25 ms โ”‚ +1.12x faster โ”‚
   โ”‚ QQuery 92 โ”‚    86.43 ms โ”‚                                         84.56 ms โ”‚     no change โ”‚
   โ”‚ QQuery 93 โ”‚   277.21 ms โ”‚                                        268.72 ms โ”‚     no change โ”‚
   โ”‚ QQuery 94 โ”‚    95.73 ms โ”‚                                         94.07 ms โ”‚     no change โ”‚
   โ”‚ QQuery 95 โ”‚   248.57 ms โ”‚                                        251.04 ms โ”‚     no change โ”‚
   โ”‚ QQuery 96 โ”‚   115.76 ms โ”‚                                        115.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 97 โ”‚   195.87 ms โ”‚                                        188.41 ms โ”‚     no change โ”‚
   โ”‚ QQuery 98 โ”‚   228.87 ms โ”‚                                        222.81 ms โ”‚     no change โ”‚
   โ”‚ QQuery 99 โ”‚ 14308.67 ms โ”‚                                      14050.46 ms โ”‚     no change โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                               โ”ƒ            โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                               โ”‚ 52343.30ms โ”‚
   โ”‚ Total Time (bolt-parallel-concat-batches-7263972650179485113)   โ”‚ 50911.43ms โ”‚
   โ”‚ Average Time (HEAD)                                             โ”‚   528.72ms โ”‚
   โ”‚ Average Time (bolt-parallel-concat-batches-7263972650179485113) โ”‚   514.26ms โ”‚
   โ”‚ Queries Faster                                                  โ”‚         12 โ”‚
   โ”‚ Queries Slower                                                  โ”‚          0 โ”‚
   โ”‚ Queries with No Change                                          โ”‚         87 โ”‚
   โ”‚ Queries with Failure                                            โ”‚          0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762992338

   ๐Ÿค– `./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 bolt-parallel-concat-batches-7263972650179485113 (85803e0b5e9c28c7c98a349c5abe41106015ae14) to 79869a75375acb8449269e96e5154e4b96bc7def [diff](https://github.com/apache/datafusion/compare/79869a75375acb8449269e96e5154e4b96bc7def..85803e0b5e9c28c7c98a349c5abe41106015ae14) using:  tpch
   Results will be posted here when complete
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762918769

   ๐Ÿค– `./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 bolt-parallel-concat-batches-7263972650179485113 (28210ed47eb5b436e51360fffbce36cc40431c9b) to 79869a75375acb8449269e96e5154e4b96bc7def [diff](https://github.com/apache/datafusion/compare/79869a75375acb8449269e96e5154e4b96bc7def..28210ed47eb5b436e51360fffbce36cc40431c9b) using:  tpch_mem
   Results will be posted here when complete
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762938628

   ๐Ÿค–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and bolt-parallel-concat-batches-7263972650179485113
   --------------------
   Benchmark tpcds_sf1.json
   --------------------
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ        HEAD โ”ƒ bolt-parallel-concat-batches-7263972650179485113 โ”ƒ        Change โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚    72.64 ms โ”‚                                         75.02 ms โ”‚     no change โ”‚
   โ”‚ QQuery 2  โ”‚   215.36 ms โ”‚                                        221.39 ms โ”‚     no change โ”‚
   โ”‚ QQuery 3  โ”‚   164.60 ms โ”‚                                        162.95 ms โ”‚     no change โ”‚
   โ”‚ QQuery 4  โ”‚  1974.41 ms โ”‚                                       1934.04 ms โ”‚     no change โ”‚
   โ”‚ QQuery 5  โ”‚   305.68 ms โ”‚                                        290.53 ms โ”‚     no change โ”‚
   โ”‚ QQuery 6  โ”‚  1450.75 ms โ”‚                                       1409.27 ms โ”‚     no change โ”‚
   โ”‚ QQuery 7  โ”‚   514.84 ms โ”‚                                        493.14 ms โ”‚     no change โ”‚
   โ”‚ QQuery 8  โ”‚   181.38 ms โ”‚                                        175.73 ms โ”‚     no change โ”‚
   โ”‚ QQuery 9  โ”‚   301.23 ms โ”‚                                        309.27 ms โ”‚     no change โ”‚
   โ”‚ QQuery 10 โ”‚   172.86 ms โ”‚                                        173.99 ms โ”‚     no change โ”‚
   โ”‚ QQuery 11 โ”‚  1315.99 ms โ”‚                                       1257.38 ms โ”‚     no change โ”‚
   โ”‚ QQuery 12 โ”‚    72.68 ms โ”‚                                         73.59 ms โ”‚     no change โ”‚
   โ”‚ QQuery 13 โ”‚   568.64 ms โ”‚                                        555.46 ms โ”‚     no change โ”‚
   โ”‚ QQuery 14 โ”‚  1912.74 ms โ”‚                                       1890.50 ms โ”‚     no change โ”‚
   โ”‚ QQuery 15 โ”‚    31.38 ms โ”‚                                         30.10 ms โ”‚     no change โ”‚
   โ”‚ QQuery 16 โ”‚    64.13 ms โ”‚                                         66.65 ms โ”‚     no change โ”‚
   โ”‚ QQuery 17 โ”‚   362.01 ms โ”‚                                        356.71 ms โ”‚     no change โ”‚
   โ”‚ QQuery 18 โ”‚   196.98 ms โ”‚                                        197.27 ms โ”‚     no change โ”‚
   โ”‚ QQuery 19 โ”‚   230.27 ms โ”‚                                        229.53 ms โ”‚     no change โ”‚
   โ”‚ QQuery 20 โ”‚    26.39 ms โ”‚                                         27.00 ms โ”‚     no change โ”‚
   โ”‚ QQuery 21 โ”‚    39.27 ms โ”‚                                         39.54 ms โ”‚     no change โ”‚
   โ”‚ QQuery 22 โ”‚   717.47 ms โ”‚                                        735.36 ms โ”‚     no change โ”‚
   โ”‚ QQuery 23 โ”‚  1775.87 ms โ”‚                                       1738.88 ms โ”‚     no change โ”‚
   โ”‚ QQuery 24 โ”‚   662.07 ms โ”‚                                        663.27 ms โ”‚     no change โ”‚
   โ”‚ QQuery 25 โ”‚   524.26 ms โ”‚                                        521.81 ms โ”‚     no change โ”‚
   โ”‚ QQuery 26 โ”‚   129.39 ms โ”‚                                        130.11 ms โ”‚     no change โ”‚
   โ”‚ QQuery 27 โ”‚   500.44 ms โ”‚                                        492.93 ms โ”‚     no change โ”‚
   โ”‚ QQuery 28 โ”‚   317.39 ms โ”‚                                        311.54 ms โ”‚     no change โ”‚
   โ”‚ QQuery 29 โ”‚   447.82 ms โ”‚                                        440.04 ms โ”‚     no change โ”‚
   โ”‚ QQuery 30 โ”‚    74.78 ms โ”‚                                         74.73 ms โ”‚     no change โ”‚
   โ”‚ QQuery 31 โ”‚   313.56 ms โ”‚                                        300.54 ms โ”‚     no change โ”‚
   โ”‚ QQuery 32 โ”‚    85.71 ms โ”‚                                         84.45 ms โ”‚     no change โ”‚
   โ”‚ QQuery 33 โ”‚   211.92 ms โ”‚                                        207.02 ms โ”‚     no change โ”‚
   โ”‚ QQuery 34 โ”‚   164.03 ms โ”‚                                        159.92 ms โ”‚     no change โ”‚
   โ”‚ QQuery 35 โ”‚   177.27 ms โ”‚                                        172.91 ms โ”‚     no change โ”‚
   โ”‚ QQuery 36 โ”‚   291.99 ms โ”‚                                        281.04 ms โ”‚     no change โ”‚
   โ”‚ QQuery 37 โ”‚   265.31 ms โ”‚                                        258.33 ms โ”‚     no change โ”‚
   โ”‚ QQuery 38 โ”‚   160.33 ms โ”‚                                        149.67 ms โ”‚ +1.07x faster โ”‚
   โ”‚ QQuery 39 โ”‚   208.58 ms โ”‚                                        206.33 ms โ”‚     no change โ”‚
   โ”‚ QQuery 40 โ”‚   174.47 ms โ”‚                                        160.79 ms โ”‚ +1.09x faster โ”‚
   โ”‚ QQuery 41 โ”‚    24.56 ms โ”‚                                         24.13 ms โ”‚     no change โ”‚
   โ”‚ QQuery 42 โ”‚   148.97 ms โ”‚                                        145.75 ms โ”‚     no change โ”‚
   โ”‚ QQuery 43 โ”‚   129.15 ms โ”‚                                        128.23 ms โ”‚     no change โ”‚
   โ”‚ QQuery 44 โ”‚    29.95 ms โ”‚                                         29.45 ms โ”‚     no change โ”‚
   โ”‚ QQuery 45 โ”‚    86.83 ms โ”‚                                         85.63 ms โ”‚     no change โ”‚
   โ”‚ QQuery 46 โ”‚   339.65 ms โ”‚                                        325.14 ms โ”‚     no change โ”‚
   โ”‚ QQuery 47 โ”‚  1092.52 ms โ”‚                                       1060.32 ms โ”‚     no change โ”‚
   โ”‚ QQuery 48 โ”‚   413.65 ms โ”‚                                        407.89 ms โ”‚     no change โ”‚
   โ”‚ QQuery 49 โ”‚   378.72 ms โ”‚                                        376.48 ms โ”‚     no change โ”‚
   โ”‚ QQuery 50 โ”‚   336.53 ms โ”‚                                        328.27 ms โ”‚     no change โ”‚
   โ”‚ QQuery 51 โ”‚   293.39 ms โ”‚                                        307.81 ms โ”‚     no change โ”‚
   โ”‚ QQuery 52 โ”‚   144.84 ms โ”‚                                        148.86 ms โ”‚     no change โ”‚
   โ”‚ QQuery 53 โ”‚   150.53 ms โ”‚                                        158.05 ms โ”‚     no change โ”‚
   โ”‚ QQuery 54 โ”‚   214.60 ms โ”‚                                        232.75 ms โ”‚  1.08x slower โ”‚
   โ”‚ QQuery 55 โ”‚   146.45 ms โ”‚                                        148.99 ms โ”‚     no change โ”‚
   โ”‚ QQuery 56 โ”‚   208.76 ms โ”‚                                        213.36 ms โ”‚     no change โ”‚
   โ”‚ QQuery 57 โ”‚   295.44 ms โ”‚                                        307.00 ms โ”‚     no change โ”‚
   โ”‚ QQuery 58 โ”‚   480.29 ms โ”‚                                        457.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 59 โ”‚   298.05 ms โ”‚                                        300.57 ms โ”‚     no change โ”‚
   โ”‚ QQuery 60 โ”‚   213.52 ms โ”‚                                        215.93 ms โ”‚     no change โ”‚
   โ”‚ QQuery 61 โ”‚   250.39 ms โ”‚                                        248.80 ms โ”‚     no change โ”‚
   โ”‚ QQuery 62 โ”‚  1323.74 ms โ”‚                                       1234.35 ms โ”‚ +1.07x faster โ”‚
   โ”‚ QQuery 63 โ”‚   153.94 ms โ”‚                                        154.53 ms โ”‚     no change โ”‚
   โ”‚ QQuery 64 โ”‚  1185.38 ms โ”‚                                       1160.58 ms โ”‚     no change โ”‚
   โ”‚ QQuery 65 โ”‚   359.55 ms โ”‚                                        349.75 ms โ”‚     no change โ”‚
   โ”‚ QQuery 66 โ”‚   395.51 ms โ”‚                                        351.50 ms โ”‚ +1.13x faster โ”‚
   โ”‚ QQuery 67 โ”‚   554.34 ms โ”‚                                        531.77 ms โ”‚     no change โ”‚
   โ”‚ QQuery 68 โ”‚   386.11 ms โ”‚                                        376.61 ms โ”‚     no change โ”‚
   โ”‚ QQuery 69 โ”‚   175.28 ms โ”‚                                        170.11 ms โ”‚     no change โ”‚
   โ”‚ QQuery 70 โ”‚   520.75 ms โ”‚                                        481.97 ms โ”‚ +1.08x faster โ”‚
   โ”‚ QQuery 71 โ”‚   194.43 ms โ”‚                                        186.89 ms โ”‚     no change โ”‚
   โ”‚ QQuery 72 โ”‚  2096.86 ms โ”‚                                       2102.83 ms โ”‚     no change โ”‚
   โ”‚ QQuery 73 โ”‚   159.09 ms โ”‚                                        157.15 ms โ”‚     no change โ”‚
   โ”‚ QQuery 74 โ”‚   797.23 ms โ”‚                                        827.10 ms โ”‚     no change โ”‚
   โ”‚ QQuery 75 โ”‚   410.49 ms โ”‚                                        413.75 ms โ”‚     no change โ”‚
   โ”‚ QQuery 76 โ”‚   187.01 ms โ”‚                                        194.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 77 โ”‚   295.22 ms โ”‚                                        294.43 ms โ”‚     no change โ”‚
   โ”‚ QQuery 78 โ”‚   918.76 ms โ”‚                                        941.19 ms โ”‚     no change โ”‚
   โ”‚ QQuery 79 โ”‚   323.92 ms โ”‚                                        329.63 ms โ”‚     no change โ”‚
   โ”‚ QQuery 80 โ”‚   513.12 ms โ”‚                                        516.60 ms โ”‚     no change โ”‚
   โ”‚ QQuery 81 โ”‚    53.55 ms โ”‚                                         53.74 ms โ”‚     no change โ”‚
   โ”‚ QQuery 82 โ”‚   287.38 ms โ”‚                                        286.17 ms โ”‚     no change โ”‚
   โ”‚ QQuery 83 โ”‚    81.08 ms โ”‚                                         80.58 ms โ”‚     no change โ”‚
   โ”‚ QQuery 84 โ”‚    71.81 ms โ”‚                                         68.66 ms โ”‚     no change โ”‚
   โ”‚ QQuery 85 โ”‚   227.59 ms โ”‚                                        230.81 ms โ”‚     no change โ”‚
   โ”‚ QQuery 86 โ”‚    59.85 ms โ”‚                                         61.06 ms โ”‚     no change โ”‚
   โ”‚ QQuery 87 โ”‚   153.66 ms โ”‚                                        156.28 ms โ”‚     no change โ”‚
   โ”‚ QQuery 88 โ”‚   275.29 ms โ”‚                                        277.40 ms โ”‚     no change โ”‚
   โ”‚ QQuery 89 โ”‚   170.96 ms โ”‚                                        176.18 ms โ”‚     no change โ”‚
   โ”‚ QQuery 90 โ”‚    46.56 ms โ”‚                                         46.12 ms โ”‚     no change โ”‚
   โ”‚ QQuery 91 โ”‚    94.26 ms โ”‚                                         93.93 ms โ”‚     no change โ”‚
   โ”‚ QQuery 92 โ”‚    84.86 ms โ”‚                                         85.62 ms โ”‚     no change โ”‚
   โ”‚ QQuery 93 โ”‚   265.57 ms โ”‚                                        274.42 ms โ”‚     no change โ”‚
   โ”‚ QQuery 94 โ”‚    93.26 ms โ”‚                                         94.26 ms โ”‚     no change โ”‚
   โ”‚ QQuery 95 โ”‚   241.24 ms โ”‚                                        246.20 ms โ”‚     no change โ”‚
   โ”‚ QQuery 96 โ”‚   117.39 ms โ”‚                                        115.87 ms โ”‚     no change โ”‚
   โ”‚ QQuery 97 โ”‚   185.70 ms โ”‚                                        186.61 ms โ”‚     no change โ”‚
   โ”‚ QQuery 98 โ”‚   219.81 ms โ”‚                                        224.33 ms โ”‚     no change โ”‚
   โ”‚ QQuery 99 โ”‚ 14266.36 ms โ”‚                                      13921.26 ms โ”‚     no change โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                               โ”ƒ            โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                               โ”‚ 51000.59ms โ”‚
   โ”‚ Total Time (bolt-parallel-concat-batches-7263972650179485113)   โ”‚ 50163.37ms โ”‚
   โ”‚ Average Time (HEAD)                                             โ”‚   515.16ms โ”‚
   โ”‚ Average Time (bolt-parallel-concat-batches-7263972650179485113) โ”‚   506.70ms โ”‚
   โ”‚ Queries Faster                                                  โ”‚          5 โ”‚
   โ”‚ Queries Slower                                                  โ”‚          1 โ”‚
   โ”‚ Queries with No Change                                          โ”‚         93 โ”‚
   โ”‚ Queries with Failure                                            โ”‚          0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762931218

   ๐Ÿค–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and bolt-parallel-concat-batches-7263972650179485113
   --------------------
   Benchmark tpch_mem_sf1.json
   --------------------
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ      HEAD โ”ƒ bolt-parallel-concat-batches-7263972650179485113 โ”ƒ        Change โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚ 107.75 ms โ”‚                                        104.03 ms โ”‚     no change โ”‚
   โ”‚ QQuery 2  โ”‚  33.31 ms โ”‚                                         34.53 ms โ”‚     no change โ”‚
   โ”‚ QQuery 3  โ”‚  37.34 ms โ”‚                                         37.11 ms โ”‚     no change โ”‚
   โ”‚ QQuery 4  โ”‚  31.52 ms โ”‚                                         32.84 ms โ”‚     no change โ”‚
   โ”‚ QQuery 5  โ”‚  95.76 ms โ”‚                                         96.06 ms โ”‚     no change โ”‚
   โ”‚ QQuery 6  โ”‚  21.48 ms โ”‚                                         21.40 ms โ”‚     no change โ”‚
   โ”‚ QQuery 7  โ”‚ 166.07 ms โ”‚                                        137.26 ms โ”‚ +1.21x faster โ”‚
   โ”‚ QQuery 8  โ”‚  41.59 ms โ”‚                                         38.62 ms โ”‚ +1.08x faster โ”‚
   โ”‚ QQuery 9  โ”‚ 104.32 ms โ”‚                                        102.66 ms โ”‚     no change โ”‚
   โ”‚ QQuery 10 โ”‚  70.02 ms โ”‚                                         70.28 ms โ”‚     no change โ”‚
   โ”‚ QQuery 11 โ”‚  19.42 ms โ”‚                                         20.42 ms โ”‚  1.05x slower โ”‚
   โ”‚ QQuery 12 โ”‚  52.00 ms โ”‚                                         53.29 ms โ”‚     no change โ”‚
   โ”‚ QQuery 13 โ”‚  50.93 ms โ”‚                                         51.87 ms โ”‚     no change โ”‚
   โ”‚ QQuery 14 โ”‚  15.72 ms โ”‚                                         15.90 ms โ”‚     no change โ”‚
   โ”‚ QQuery 15 โ”‚  31.42 ms โ”‚                                         31.64 ms โ”‚     no change โ”‚
   โ”‚ QQuery 16 โ”‚  29.96 ms โ”‚                                         29.76 ms โ”‚     no change โ”‚
   โ”‚ QQuery 17 โ”‚ 152.00 ms โ”‚                                        146.85 ms โ”‚     no change โ”‚
   โ”‚ QQuery 18 โ”‚ 288.60 ms โ”‚                                        292.70 ms โ”‚     no change โ”‚
   โ”‚ QQuery 19 โ”‚  42.41 ms โ”‚                                         42.83 ms โ”‚     no change โ”‚
   โ”‚ QQuery 20 โ”‚  61.53 ms โ”‚                                         57.81 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 21 โ”‚ 192.24 ms โ”‚                                        178.67 ms โ”‚ +1.08x faster โ”‚
   โ”‚ QQuery 22 โ”‚  23.19 ms โ”‚                                         23.53 ms โ”‚     no change โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                               โ”ƒ           โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                               โ”‚ 1668.57ms โ”‚
   โ”‚ Total Time (bolt-parallel-concat-batches-7263972650179485113)   โ”‚ 1620.07ms โ”‚
   โ”‚ Average Time (HEAD)                                             โ”‚   75.84ms โ”‚
   โ”‚ Average Time (bolt-parallel-concat-batches-7263972650179485113) โ”‚   73.64ms โ”‚
   โ”‚ Queries Faster                                                  โ”‚         4 โ”‚
   โ”‚ Queries Slower                                                  โ”‚         1 โ”‚
   โ”‚ Queries with No Change                                          โ”‚        17 โ”‚
   โ”‚ Queries with Failure                                            โ”‚         0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762948253

   ๐Ÿค–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and bolt-parallel-concat-batches-7263972650179485113
   --------------------
   Benchmark tpch_mem_sf1.json
   --------------------
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ      HEAD โ”ƒ bolt-parallel-concat-batches-7263972650179485113 โ”ƒ        Change โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚ 105.08 ms โ”‚                                        102.24 ms โ”‚     no change โ”‚
   โ”‚ QQuery 2  โ”‚  32.21 ms โ”‚                                         33.27 ms โ”‚     no change โ”‚
   โ”‚ QQuery 3  โ”‚  39.89 ms โ”‚                                         35.48 ms โ”‚ +1.12x faster โ”‚
   โ”‚ QQuery 4  โ”‚  29.99 ms โ”‚                                         31.19 ms โ”‚     no change โ”‚
   โ”‚ QQuery 5  โ”‚  91.78 ms โ”‚                                         93.39 ms โ”‚     no change โ”‚
   โ”‚ QQuery 6  โ”‚  20.89 ms โ”‚                                         20.79 ms โ”‚     no change โ”‚
   โ”‚ QQuery 7  โ”‚ 168.80 ms โ”‚                                        136.85 ms โ”‚ +1.23x faster โ”‚
   โ”‚ QQuery 8  โ”‚  38.79 ms โ”‚                                         36.49 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 9  โ”‚  97.64 ms โ”‚                                         92.16 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 10 โ”‚  67.04 ms โ”‚                                         70.74 ms โ”‚  1.06x slower โ”‚
   โ”‚ QQuery 11 โ”‚  18.57 ms โ”‚                                         19.24 ms โ”‚     no change โ”‚
   โ”‚ QQuery 12 โ”‚  51.62 ms โ”‚                                         54.60 ms โ”‚  1.06x slower โ”‚
   โ”‚ QQuery 13 โ”‚  49.17 ms โ”‚                                         49.60 ms โ”‚     no change โ”‚
   โ”‚ QQuery 14 โ”‚  15.23 ms โ”‚                                         15.22 ms โ”‚     no change โ”‚
   โ”‚ QQuery 15 โ”‚  29.71 ms โ”‚                                         31.17 ms โ”‚     no change โ”‚
   โ”‚ QQuery 16 โ”‚  29.37 ms โ”‚                                         28.88 ms โ”‚     no change โ”‚
   โ”‚ QQuery 17 โ”‚ 144.63 ms โ”‚                                        138.65 ms โ”‚     no change โ”‚
   โ”‚ QQuery 18 โ”‚ 281.74 ms โ”‚                                        282.37 ms โ”‚     no change โ”‚
   โ”‚ QQuery 19 โ”‚  41.83 ms โ”‚                                         41.12 ms โ”‚     no change โ”‚
   โ”‚ QQuery 20 โ”‚  57.39 ms โ”‚                                         56.75 ms โ”‚     no change โ”‚
   โ”‚ QQuery 21 โ”‚ 192.11 ms โ”‚                                        174.05 ms โ”‚ +1.10x faster โ”‚
   โ”‚ QQuery 22 โ”‚  21.97 ms โ”‚                                         22.46 ms โ”‚     no change โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                               โ”ƒ           โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                               โ”‚ 1625.44ms โ”‚
   โ”‚ Total Time (bolt-parallel-concat-batches-7263972650179485113)   โ”‚ 1566.70ms โ”‚
   โ”‚ Average Time (HEAD)                                             โ”‚   73.88ms โ”‚
   โ”‚ Average Time (bolt-parallel-concat-batches-7263972650179485113) โ”‚   71.21ms โ”‚
   โ”‚ Queries Faster                                                  โ”‚         5 โ”‚
   โ”‚ Queries Slower                                                  โ”‚         2 โ”‚
   โ”‚ Queries with No Change                                          โ”‚        15 โ”‚
   โ”‚ Queries with Failure                                            โ”‚         0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762981566

   ๐Ÿค– `./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 bolt-parallel-concat-batches-7263972650179485113 (85803e0b5e9c28c7c98a349c5abe41106015ae14) to 79869a75375acb8449269e96e5154e4b96bc7def [diff](https://github.com/apache/datafusion/compare/79869a75375acb8449269e96e5154e4b96bc7def..85803e0b5e9c28c7c98a349c5abe41106015ae14) using:  tpcds
   Results will be posted here when complete
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3763131503

   ๐Ÿค– `./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 bolt-parallel-concat-batches-7263972650179485113 (85803e0b5e9c28c7c98a349c5abe41106015ae14) to 79869a75375acb8449269e96e5154e4b96bc7def [diff](https://github.com/apache/datafusion/compare/79869a75375acb8449269e96e5154e4b96bc7def..85803e0b5e9c28c7c98a349c5abe41106015ae14) using:  tpch_mem
   Results will be posted here when complete
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762948010

   ๐Ÿค– `./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 bolt-parallel-concat-batches-7263972650179485113 (28210ed47eb5b436e51360fffbce36cc40431c9b) to 79869a75375acb8449269e96e5154e4b96bc7def [diff](https://github.com/apache/datafusion/compare/79869a75375acb8449269e96e5154e4b96bc7def..28210ed47eb5b436e51360fffbce36cc40431c9b) using:  tpch_mem
   Results will be posted here when complete
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762948293

   ๐Ÿค– `./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 bolt-parallel-concat-batches-7263972650179485113 (28210ed47eb5b436e51360fffbce36cc40431c9b) to 79869a75375acb8449269e96e5154e4b96bc7def [diff](https://github.com/apache/datafusion/compare/79869a75375acb8449269e96e5154e4b96bc7def..28210ed47eb5b436e51360fffbce36cc40431c9b) using:  tpch
   Results will be posted here when complete
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762949162

   `โ”‚ QQuery 7  โ”‚ 168.80 ms โ”‚                                        136.85 ms โ”‚ +1.23x faster โ”‚`
   
   Looks like a nice improvement on this query.


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762947938

   Run benchmark tpch_mem


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762931993

   ๐Ÿค– `./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 bolt-parallel-concat-batches-7263972650179485113 (28210ed47eb5b436e51360fffbce36cc40431c9b) to 79869a75375acb8449269e96e5154e4b96bc7def [diff](https://github.com/apache/datafusion/compare/79869a75375acb8449269e96e5154e4b96bc7def..28210ed47eb5b436e51360fffbce36cc40431c9b) using:  tpcds
   Results will be posted here when complete
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762981527

   ๐Ÿค–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and bolt-parallel-concat-batches-7263972650179485113
   --------------------
   Benchmark tpch_mem_sf1.json
   --------------------
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ      HEAD โ”ƒ bolt-parallel-concat-batches-7263972650179485113 โ”ƒ        Change โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚ 104.02 ms โ”‚                                        103.85 ms โ”‚     no change โ”‚
   โ”‚ QQuery 2  โ”‚  33.11 ms โ”‚                                         33.62 ms โ”‚     no change โ”‚
   โ”‚ QQuery 3  โ”‚  36.85 ms โ”‚                                         40.89 ms โ”‚  1.11x slower โ”‚
   โ”‚ QQuery 4  โ”‚  30.86 ms โ”‚                                         33.07 ms โ”‚  1.07x slower โ”‚
   โ”‚ QQuery 5  โ”‚  92.43 ms โ”‚                                         95.70 ms โ”‚     no change โ”‚
   โ”‚ QQuery 6  โ”‚  21.12 ms โ”‚                                         21.01 ms โ”‚     no change โ”‚
   โ”‚ QQuery 7  โ”‚ 167.18 ms โ”‚                                        139.50 ms โ”‚ +1.20x faster โ”‚
   โ”‚ QQuery 8  โ”‚  41.95 ms โ”‚                                         38.33 ms โ”‚ +1.09x faster โ”‚
   โ”‚ QQuery 9  โ”‚ 104.69 ms โ”‚                                         98.87 ms โ”‚ +1.06x faster โ”‚
   โ”‚ QQuery 10 โ”‚  68.79 ms โ”‚                                         71.22 ms โ”‚     no change โ”‚
   โ”‚ QQuery 11 โ”‚  17.83 ms โ”‚                                         19.91 ms โ”‚  1.12x slower โ”‚
   โ”‚ QQuery 12 โ”‚  52.57 ms โ”‚                                         53.71 ms โ”‚     no change โ”‚
   โ”‚ QQuery 13 โ”‚  52.69 ms โ”‚                                         55.49 ms โ”‚  1.05x slower โ”‚
   โ”‚ QQuery 14 โ”‚  15.94 ms โ”‚                                         15.78 ms โ”‚     no change โ”‚
   โ”‚ QQuery 15 โ”‚  30.85 ms โ”‚                                         31.11 ms โ”‚     no change โ”‚
   โ”‚ QQuery 16 โ”‚  30.72 ms โ”‚                                         30.44 ms โ”‚     no change โ”‚
   โ”‚ QQuery 17 โ”‚ 149.27 ms โ”‚                                        146.09 ms โ”‚     no change โ”‚
   โ”‚ QQuery 18 โ”‚ 292.23 ms โ”‚                                        306.35 ms โ”‚     no change โ”‚
   โ”‚ QQuery 19 โ”‚  42.25 ms โ”‚                                         43.36 ms โ”‚     no change โ”‚
   โ”‚ QQuery 20 โ”‚  57.49 ms โ”‚                                         59.40 ms โ”‚     no change โ”‚
   โ”‚ QQuery 21 โ”‚ 193.83 ms โ”‚                                        180.15 ms โ”‚ +1.08x faster โ”‚
   โ”‚ QQuery 22 โ”‚  23.22 ms โ”‚                                         23.63 ms โ”‚     no change โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                               โ”ƒ           โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                               โ”‚ 1659.87ms โ”‚
   โ”‚ Total Time (bolt-parallel-concat-batches-7263972650179485113)   โ”‚ 1641.46ms โ”‚
   โ”‚ Average Time (HEAD)                                             โ”‚   75.45ms โ”‚
   โ”‚ Average Time (bolt-parallel-concat-batches-7263972650179485113) โ”‚   74.61ms โ”‚
   โ”‚ Queries Faster                                                  โ”‚         4 โ”‚
   โ”‚ Queries Slower                                                  โ”‚         4 โ”‚
   โ”‚ Queries with No Change                                          โ”‚        14 โ”‚
   โ”‚ Queries with Failure                                            โ”‚         0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762993258

   ๐Ÿค–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and bolt-parallel-concat-batches-7263972650179485113
   --------------------
   Benchmark tpch_sf1.json
   --------------------
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ      HEAD โ”ƒ bolt-parallel-concat-batches-7263972650179485113 โ”ƒ       Change โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚ 186.21 ms โ”‚                                        179.57 ms โ”‚    no change โ”‚
   โ”‚ QQuery 2  โ”‚  89.71 ms โ”‚                                         90.67 ms โ”‚    no change โ”‚
   โ”‚ QQuery 3  โ”‚ 126.35 ms โ”‚                                        125.01 ms โ”‚    no change โ”‚
   โ”‚ QQuery 4  โ”‚  77.74 ms โ”‚                                         78.01 ms โ”‚    no change โ”‚
   โ”‚ QQuery 5  โ”‚ 176.36 ms โ”‚                                        178.81 ms โ”‚    no change โ”‚
   โ”‚ QQuery 6  โ”‚  68.83 ms โ”‚                                         66.11 ms โ”‚    no change โ”‚
   โ”‚ QQuery 7  โ”‚ 211.28 ms โ”‚                                        211.04 ms โ”‚    no change โ”‚
   โ”‚ QQuery 8  โ”‚ 171.58 ms โ”‚                                        170.64 ms โ”‚    no change โ”‚
   โ”‚ QQuery 9  โ”‚ 229.03 ms โ”‚                                        230.45 ms โ”‚    no change โ”‚
   โ”‚ QQuery 10 โ”‚ 191.67 ms โ”‚                                        191.14 ms โ”‚    no change โ”‚
   โ”‚ QQuery 11 โ”‚  62.66 ms โ”‚                                         64.74 ms โ”‚    no change โ”‚
   โ”‚ QQuery 12 โ”‚ 117.52 ms โ”‚                                        118.92 ms โ”‚    no change โ”‚
   โ”‚ QQuery 13 โ”‚ 214.73 ms โ”‚                                        215.52 ms โ”‚    no change โ”‚
   โ”‚ QQuery 14 โ”‚  93.36 ms โ”‚                                         94.78 ms โ”‚    no change โ”‚
   โ”‚ QQuery 15 โ”‚ 120.73 ms โ”‚                                        127.64 ms โ”‚ 1.06x slower โ”‚
   โ”‚ QQuery 16 โ”‚  60.65 ms โ”‚                                         65.04 ms โ”‚ 1.07x slower โ”‚
   โ”‚ QQuery 17 โ”‚ 270.58 ms โ”‚                                        278.60 ms โ”‚    no change โ”‚
   โ”‚ QQuery 18 โ”‚ 311.66 ms โ”‚                                        315.93 ms โ”‚    no change โ”‚
   โ”‚ QQuery 19 โ”‚ 137.57 ms โ”‚                                        139.22 ms โ”‚    no change โ”‚
   โ”‚ QQuery 20 โ”‚ 131.87 ms โ”‚                                        135.31 ms โ”‚    no change โ”‚
   โ”‚ QQuery 21 โ”‚ 261.05 ms โ”‚                                        268.48 ms โ”‚    no change โ”‚
   โ”‚ QQuery 22 โ”‚  40.69 ms โ”‚                                         41.87 ms โ”‚    no change โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                               โ”ƒ           โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                               โ”‚ 3351.81ms โ”‚
   โ”‚ Total Time (bolt-parallel-concat-batches-7263972650179485113)   โ”‚ 3387.50ms โ”‚
   โ”‚ Average Time (HEAD)                                             โ”‚  152.36ms โ”‚
   โ”‚ Average Time (bolt-parallel-concat-batches-7263972650179485113) โ”‚  153.98ms โ”‚
   โ”‚ Queries Faster                                                  โ”‚         0 โ”‚
   โ”‚ Queries Slower                                                  โ”‚         2 โ”‚
   โ”‚ Queries with No Change                                          โ”‚        20 โ”‚
   โ”‚ Queries with Failure                                            โ”‚         0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762964901

   Run benchmark tpch_mem tpcds tpch


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3763133153

   ๐Ÿค–: Benchmark completed
   
   <details><summary>Details</summary>
   <p>
   
   
   ```
   Comparing HEAD and bolt-parallel-concat-batches-7263972650179485113
   --------------------
   Benchmark tpch_mem_sf1.json
   --------------------
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Query     โ”ƒ      HEAD โ”ƒ bolt-parallel-concat-batches-7263972650179485113 โ”ƒ        Change โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ QQuery 1  โ”‚ 109.04 ms โ”‚                                        104.38 ms โ”‚     no change โ”‚
   โ”‚ QQuery 2  โ”‚  34.25 ms โ”‚                                         34.56 ms โ”‚     no change โ”‚
   โ”‚ QQuery 3  โ”‚  41.63 ms โ”‚                                         36.42 ms โ”‚ +1.14x faster โ”‚
   โ”‚ QQuery 4  โ”‚  33.11 ms โ”‚                                         32.50 ms โ”‚     no change โ”‚
   โ”‚ QQuery 5  โ”‚  95.67 ms โ”‚                                         94.69 ms โ”‚     no change โ”‚
   โ”‚ QQuery 6  โ”‚  21.00 ms โ”‚                                         21.21 ms โ”‚     no change โ”‚
   โ”‚ QQuery 7  โ”‚ 165.65 ms โ”‚                                        137.01 ms โ”‚ +1.21x faster โ”‚
   โ”‚ QQuery 8  โ”‚  42.87 ms โ”‚                                         36.75 ms โ”‚ +1.17x faster โ”‚
   โ”‚ QQuery 9  โ”‚ 104.00 ms โ”‚                                        100.21 ms โ”‚     no change โ”‚
   โ”‚ QQuery 10 โ”‚  70.69 ms โ”‚                                         72.42 ms โ”‚     no change โ”‚
   โ”‚ QQuery 11 โ”‚  18.92 ms โ”‚                                         19.48 ms โ”‚     no change โ”‚
   โ”‚ QQuery 12 โ”‚  52.83 ms โ”‚                                         54.96 ms โ”‚     no change โ”‚
   โ”‚ QQuery 13 โ”‚  51.48 ms โ”‚                                         52.37 ms โ”‚     no change โ”‚
   โ”‚ QQuery 14 โ”‚  16.20 ms โ”‚                                         16.09 ms โ”‚     no change โ”‚
   โ”‚ QQuery 15 โ”‚  31.74 ms โ”‚                                         31.08 ms โ”‚     no change โ”‚
   โ”‚ QQuery 16 โ”‚  29.65 ms โ”‚                                         30.49 ms โ”‚     no change โ”‚
   โ”‚ QQuery 17 โ”‚ 152.54 ms โ”‚                                        145.79 ms โ”‚     no change โ”‚
   โ”‚ QQuery 18 โ”‚ 296.41 ms โ”‚                                        294.97 ms โ”‚     no change โ”‚
   โ”‚ QQuery 19 โ”‚  43.53 ms โ”‚                                         42.10 ms โ”‚     no change โ”‚
   โ”‚ QQuery 20 โ”‚  57.86 ms โ”‚                                         59.18 ms โ”‚     no change โ”‚
   โ”‚ QQuery 21 โ”‚ 191.50 ms โ”‚                                        182.04 ms โ”‚     no change โ”‚
   โ”‚ QQuery 22 โ”‚  22.68 ms โ”‚                                         22.85 ms โ”‚     no change โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ณโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”“
   โ”ƒ Benchmark Summary                                               โ”ƒ           โ”ƒ
   โ”กโ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ•‡โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”ฉ
   โ”‚ Total Time (HEAD)                                               โ”‚ 1683.23ms โ”‚
   โ”‚ Total Time (bolt-parallel-concat-batches-7263972650179485113)   โ”‚ 1621.58ms โ”‚
   โ”‚ Average Time (HEAD)                                             โ”‚   76.51ms โ”‚
   โ”‚ Average Time (bolt-parallel-concat-batches-7263972650179485113) โ”‚   73.71ms โ”‚
   โ”‚ Queries Faster                                                  โ”‚         3 โ”‚
   โ”‚ Queries Slower                                                  โ”‚         0 โ”‚
   โ”‚ Queries with No Change                                          โ”‚        19 โ”‚
   โ”‚ Queries with Failure                                            โ”‚         0 โ”‚
   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
   ```
   
   
   </p>
   </details>
   
   


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3763131163

   run benchmark tpch_mem


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Re: [PR] [Test]: Add parallel concat_batches and use in HashJoin [datafusion]

Posted by "Dandandan (via GitHub)" <gi...@apache.org>.
Dandandan commented on PR #19864:
URL: https://github.com/apache/datafusion/pull/19864#issuecomment-3762948036

   Run benchmark tpch


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