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@Dandandan Dandandan commented Dec 29, 2025

Which issue does this PR close?

Rationale for this change

Keep up to date with hashbrown and possible (performance) improvements, remove the rawtable functionality.

What changes are included in this PR?

Upgrading, fixing case of nondeterminism in HashSet usage.

Are these changes tested?

Yes existiing tests.

Are there any user-facing changes?

No.

@github-actions github-actions bot added the common Related to common crate label Dec 29, 2025
@github-actions github-actions bot added the physical-expr Changes to the physical-expr crates label Dec 29, 2025
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run benchmarks

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🤖 ./gh_compare_branch.sh 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 upgrade_hashbrown2 (1b6e84e) to 673d7c9 diff using: tpch_mem clickbench_partitioned clickbench_extended
Results will be posted here when complete

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run benchmark tpch

@Dandandan Dandandan marked this pull request as ready for review December 29, 2025 19:06
@github-actions github-actions bot added the functions Changes to functions implementation label Dec 29, 2025
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🤖: Benchmark completed

Details

Comparing HEAD and upgrade_hashbrown2
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ upgrade_hashbrown2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │  2561.83 ms │         2387.67 ms │ +1.07x faster │
│ QQuery 1     │  1059.39 ms │          962.90 ms │ +1.10x faster │
│ QQuery 2     │  2026.44 ms │         1908.76 ms │ +1.06x faster │
│ QQuery 3     │  1134.95 ms │         1192.11 ms │  1.05x slower │
│ QQuery 4     │  2261.78 ms │         2252.81 ms │     no change │
│ QQuery 5     │ 28730.75 ms │        28507.80 ms │     no change │
│ QQuery 6     │  3919.03 ms │         3910.93 ms │     no change │
│ QQuery 7     │  3626.55 ms │         3741.00 ms │     no change │
└──────────────┴─────────────┴────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                 ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                 │ 45320.71ms │
│ Total Time (upgrade_hashbrown2)   │ 44863.99ms │
│ Average Time (HEAD)               │  5665.09ms │
│ Average Time (upgrade_hashbrown2) │  5608.00ms │
│ Queries Faster                    │          3 │
│ Queries Slower                    │          1 │
│ Queries with No Change            │          4 │
│ Queries with Failure              │          0 │
└───────────────────────────────────┴────────────┘
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ upgrade_hashbrown2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │     2.47 ms │            2.06 ms │ +1.20x faster │
│ QQuery 1     │    49.32 ms │           49.37 ms │     no change │
│ QQuery 2     │   135.21 ms │          137.03 ms │     no change │
│ QQuery 3     │   152.11 ms │          152.67 ms │     no change │
│ QQuery 4     │  1073.43 ms │         1100.10 ms │     no change │
│ QQuery 5     │  1440.38 ms │         1338.93 ms │ +1.08x faster │
│ QQuery 6     │     1.98 ms │            2.02 ms │     no change │
│ QQuery 7     │    55.35 ms │           54.54 ms │     no change │
│ QQuery 8     │  1375.08 ms │         1447.86 ms │  1.05x slower │
│ QQuery 9     │  1783.62 ms │         1842.61 ms │     no change │
│ QQuery 10    │   344.80 ms │          365.97 ms │  1.06x slower │
│ QQuery 11    │   397.13 ms │          409.08 ms │     no change │
│ QQuery 12    │  1300.09 ms │         1271.23 ms │     no change │
│ QQuery 13    │  1978.83 ms │         1952.04 ms │     no change │
│ QQuery 14    │  1201.75 ms │         1249.00 ms │     no change │
│ QQuery 15    │  1196.16 ms │         1251.39 ms │     no change │
│ QQuery 16    │  2513.02 ms │         2538.00 ms │     no change │
│ QQuery 17    │  2469.49 ms │         2535.46 ms │     no change │
│ QQuery 18    │  5999.33 ms │         4864.98 ms │ +1.23x faster │
│ QQuery 19    │   123.51 ms │          120.14 ms │     no change │
│ QQuery 20    │  1924.10 ms │         1900.62 ms │     no change │
│ QQuery 21    │  2249.11 ms │         2208.44 ms │     no change │
│ QQuery 22    │  6868.93 ms │         3774.52 ms │ +1.82x faster │
│ QQuery 23    │ 24045.87 ms │        12183.73 ms │ +1.97x faster │
│ QQuery 24    │   218.05 ms │          204.65 ms │ +1.07x faster │
│ QQuery 25    │   478.10 ms │          479.17 ms │     no change │
│ QQuery 26    │   235.68 ms │          211.78 ms │ +1.11x faster │
│ QQuery 27    │  2715.18 ms │         2698.64 ms │     no change │
│ QQuery 28    │ 23960.96 ms │        24508.12 ms │     no change │
│ QQuery 29    │   962.94 ms │          971.21 ms │     no change │
│ QQuery 30    │  1330.57 ms │         1335.88 ms │     no change │
│ QQuery 31    │  1344.48 ms │         1349.19 ms │     no change │
│ QQuery 32    │  4788.91 ms │         4948.22 ms │     no change │
│ QQuery 33    │  6023.84 ms │         5507.74 ms │ +1.09x faster │
│ QQuery 34    │  5969.55 ms │         5602.95 ms │ +1.07x faster │
│ QQuery 35    │  1907.46 ms │         1933.55 ms │     no change │
│ QQuery 36    │    66.31 ms │           65.92 ms │     no change │
│ QQuery 37    │    44.62 ms │           46.00 ms │     no change │
│ QQuery 38    │    63.91 ms │           63.91 ms │     no change │
│ QQuery 39    │   102.81 ms │          102.02 ms │     no change │
│ QQuery 40    │    24.62 ms │           25.77 ms │     no change │
│ QQuery 41    │    23.09 ms │           23.08 ms │     no change │
│ QQuery 42    │    19.19 ms │           19.16 ms │     no change │
└──────────────┴─────────────┴────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Benchmark Summary                 ┃             ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ Total Time (HEAD)                 │ 108961.36ms │
│ Total Time (upgrade_hashbrown2)   │  92848.70ms │
│ Average Time (HEAD)               │   2533.99ms │
│ Average Time (upgrade_hashbrown2) │   2159.27ms │
│ Queries Faster                    │           9 │
│ Queries Slower                    │           2 │
│ Queries with No Change            │          32 │
│ Queries with Failure              │           0 │
└───────────────────────────────────┴─────────────┘
--------------------
Benchmark tpch_mem_sf1.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃      HEAD ┃ upgrade_hashbrown2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1     │ 118.60 ms │          117.33 ms │     no change │
│ QQuery 2     │  28.90 ms │           26.40 ms │ +1.09x faster │
│ QQuery 3     │  37.10 ms │           37.91 ms │     no change │
│ QQuery 4     │  27.79 ms │           28.21 ms │     no change │
│ QQuery 5     │  87.60 ms │           86.60 ms │     no change │
│ QQuery 6     │  19.32 ms │           19.44 ms │     no change │
│ QQuery 7     │ 224.28 ms │          222.77 ms │     no change │
│ QQuery 8     │  38.69 ms │           34.14 ms │ +1.13x faster │
│ QQuery 9     │ 104.34 ms │           98.26 ms │ +1.06x faster │
│ QQuery 10    │  60.31 ms │           60.95 ms │     no change │
│ QQuery 11    │  17.44 ms │           18.68 ms │  1.07x slower │
│ QQuery 12    │  49.80 ms │           51.16 ms │     no change │
│ QQuery 13    │  45.67 ms │           47.20 ms │     no change │
│ QQuery 14    │  14.08 ms │           13.41 ms │     no change │
│ QQuery 15    │  24.09 ms │           23.80 ms │     no change │
│ QQuery 16    │  23.85 ms │           24.37 ms │     no change │
│ QQuery 17    │ 152.00 ms │          150.32 ms │     no change │
│ QQuery 18    │ 276.74 ms │          277.13 ms │     no change │
│ QQuery 19    │  36.77 ms │           38.95 ms │  1.06x slower │
│ QQuery 20    │  48.70 ms │           48.55 ms │     no change │
│ QQuery 21    │ 298.53 ms │          305.83 ms │     no change │
│ QQuery 22    │  17.05 ms │           17.19 ms │     no change │
└──────────────┴───────────┴────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                 ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                 │ 1751.64ms │
│ Total Time (upgrade_hashbrown2)   │ 1748.61ms │
│ Average Time (HEAD)               │   79.62ms │
│ Average Time (upgrade_hashbrown2) │   79.48ms │
│ Queries Faster                    │         3 │
│ Queries Slower                    │         2 │
│ Queries with No Change            │        17 │
│ Queries with Failure              │         0 │
└───────────────────────────────────┴───────────┘

@alamb-ghbot
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🤖 ./gh_compare_branch.sh 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 upgrade_hashbrown2 (7d3af7a) to 673d7c9 diff using: tpch
Results will be posted here when complete

@Dandandan
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run benchmarks


[[package]]
name = "hashbrown"
version = "0.15.5"
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looks like we still have an older hashbrown dependency, but this is a good step!

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🤖: Benchmark completed

Details

Comparing HEAD and upgrade_hashbrown2
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃      HEAD ┃ upgrade_hashbrown2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1     │ 192.32 ms │          192.83 ms │     no change │
│ QQuery 2     │  94.19 ms │           94.00 ms │     no change │
│ QQuery 3     │ 126.48 ms │          118.61 ms │ +1.07x faster │
│ QQuery 4     │  76.41 ms │           76.28 ms │     no change │
│ QQuery 5     │ 170.77 ms │          176.96 ms │     no change │
│ QQuery 6     │  67.13 ms │           65.49 ms │     no change │
│ QQuery 7     │ 220.95 ms │          213.14 ms │     no change │
│ QQuery 8     │ 168.90 ms │          157.87 ms │ +1.07x faster │
│ QQuery 9     │ 224.98 ms │          219.63 ms │     no change │
│ QQuery 10    │ 179.65 ms │          180.50 ms │     no change │
│ QQuery 11    │  72.34 ms │           71.68 ms │     no change │
│ QQuery 12    │ 114.56 ms │          118.44 ms │     no change │
│ QQuery 13    │ 222.41 ms │          208.48 ms │ +1.07x faster │
│ QQuery 14    │  92.98 ms │           89.73 ms │     no change │
│ QQuery 15    │ 118.02 ms │          121.47 ms │     no change │
│ QQuery 16    │  55.15 ms │           54.35 ms │     no change │
│ QQuery 17    │ 267.05 ms │          271.41 ms │     no change │
│ QQuery 18    │ 310.07 ms │          313.21 ms │     no change │
│ QQuery 19    │ 129.04 ms │          137.63 ms │  1.07x slower │
│ QQuery 20    │ 122.56 ms │          122.16 ms │     no change │
│ QQuery 21    │ 256.50 ms │          265.97 ms │     no change │
│ QQuery 22    │  42.08 ms │           41.67 ms │     no change │
└──────────────┴───────────┴────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                 ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                 │ 3324.53ms │
│ Total Time (upgrade_hashbrown2)   │ 3311.53ms │
│ Average Time (HEAD)               │  151.11ms │
│ Average Time (upgrade_hashbrown2) │  150.52ms │
│ Queries Faster                    │         3 │
│ Queries Slower                    │         1 │
│ Queries with No Change            │        18 │
│ Queries with Failure              │         0 │
└───────────────────────────────────┴───────────┘

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🤖 ./gh_compare_branch.sh 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 upgrade_hashbrown2 (7d3af7a) to 673d7c9 diff using: tpch_mem clickbench_partitioned clickbench_extended
Results will be posted here when complete

@alamb-ghbot
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🤖: Benchmark completed

Details

Comparing HEAD and upgrade_hashbrown2
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ upgrade_hashbrown2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │  2522.36 ms │         2333.15 ms │ +1.08x faster │
│ QQuery 1     │  1030.44 ms │          945.64 ms │ +1.09x faster │
│ QQuery 2     │  2046.31 ms │         1907.16 ms │ +1.07x faster │
│ QQuery 3     │  1128.14 ms │         1155.07 ms │     no change │
│ QQuery 4     │  2263.75 ms │         2291.47 ms │     no change │
│ QQuery 5     │ 28093.82 ms │        28217.83 ms │     no change │
│ QQuery 6     │  3907.78 ms │         3891.44 ms │     no change │
│ QQuery 7     │  3528.07 ms │         3511.39 ms │     no change │
└──────────────┴─────────────┴────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                 ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                 │ 44520.66ms │
│ Total Time (upgrade_hashbrown2)   │ 44253.16ms │
│ Average Time (HEAD)               │  5565.08ms │
│ Average Time (upgrade_hashbrown2) │  5531.65ms │
│ Queries Faster                    │          3 │
│ Queries Slower                    │          0 │
│ Queries with No Change            │          5 │
│ Queries with Failure              │          0 │
└───────────────────────────────────┴────────────┘
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ upgrade_hashbrown2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │     2.07 ms │            2.43 ms │  1.17x slower │
│ QQuery 1     │    50.03 ms │           49.39 ms │     no change │
│ QQuery 2     │   133.93 ms │          132.07 ms │     no change │
│ QQuery 3     │   153.03 ms │          150.50 ms │     no change │
│ QQuery 4     │  1052.42 ms │         1072.80 ms │     no change │
│ QQuery 5     │  1446.07 ms │         1348.55 ms │ +1.07x faster │
│ QQuery 6     │     2.02 ms │            2.06 ms │     no change │
│ QQuery 7     │    58.22 ms │           57.22 ms │     no change │
│ QQuery 8     │  1411.21 ms │         1426.37 ms │     no change │
│ QQuery 9     │  1832.47 ms │         1841.28 ms │     no change │
│ QQuery 10    │   362.41 ms │          359.14 ms │     no change │
│ QQuery 11    │   394.83 ms │          403.76 ms │     no change │
│ QQuery 12    │  1331.93 ms │         1279.03 ms │     no change │
│ QQuery 13    │  1958.86 ms │         1982.78 ms │     no change │
│ QQuery 14    │  1236.90 ms │         1251.42 ms │     no change │
│ QQuery 15    │  1236.39 ms │         1209.84 ms │     no change │
│ QQuery 16    │  2484.89 ms │         2532.81 ms │     no change │
│ QQuery 17    │  2459.85 ms │         2514.44 ms │     no change │
│ QQuery 18    │  5302.27 ms │         4839.06 ms │ +1.10x faster │
│ QQuery 19    │   120.97 ms │          125.00 ms │     no change │
│ QQuery 20    │  1937.35 ms │         1873.46 ms │     no change │
│ QQuery 21    │  2200.77 ms │         2170.98 ms │     no change │
│ QQuery 22    │  3800.90 ms │         3743.52 ms │     no change │
│ QQuery 23    │ 12349.72 ms │        12186.07 ms │     no change │
│ QQuery 24    │   214.62 ms │          216.10 ms │     no change │
│ QQuery 25    │   482.05 ms │          470.95 ms │     no change │
│ QQuery 26    │   216.11 ms │          212.92 ms │     no change │
│ QQuery 27    │  2689.65 ms │         2687.35 ms │     no change │
│ QQuery 28    │ 23506.91 ms │        24310.98 ms │     no change │
│ QQuery 29    │   934.66 ms │          942.32 ms │     no change │
│ QQuery 30    │  1318.09 ms │         1299.52 ms │     no change │
│ QQuery 31    │  1324.91 ms │         1343.18 ms │     no change │
│ QQuery 32    │  5224.11 ms │         4967.57 ms │     no change │
│ QQuery 33    │  5926.71 ms │         5693.79 ms │     no change │
│ QQuery 34    │  5912.64 ms │         5817.39 ms │     no change │
│ QQuery 35    │  1903.25 ms │         1892.05 ms │     no change │
│ QQuery 36    │    67.52 ms │           64.39 ms │     no change │
│ QQuery 37    │    43.58 ms │           45.37 ms │     no change │
│ QQuery 38    │    66.48 ms │           62.70 ms │ +1.06x faster │
│ QQuery 39    │   103.95 ms │          102.83 ms │     no change │
│ QQuery 40    │    26.20 ms │           26.60 ms │     no change │
│ QQuery 41    │    23.57 ms │           23.26 ms │     no change │
│ QQuery 42    │    19.82 ms │           18.79 ms │ +1.05x faster │
└──────────────┴─────────────┴────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                 ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                 │ 93324.39ms │
│ Total Time (upgrade_hashbrown2)   │ 92752.04ms │
│ Average Time (HEAD)               │  2170.33ms │
│ Average Time (upgrade_hashbrown2) │  2157.02ms │
│ Queries Faster                    │          4 │
│ Queries Slower                    │          1 │
│ Queries with No Change            │         38 │
│ Queries with Failure              │          0 │
└───────────────────────────────────┴────────────┘
--------------------
Benchmark tpch_mem_sf1.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃      HEAD ┃ upgrade_hashbrown2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1     │ 117.75 ms │          120.18 ms │     no change │
│ QQuery 2     │  29.32 ms │           27.27 ms │ +1.08x faster │
│ QQuery 3     │  38.02 ms │           32.70 ms │ +1.16x faster │
│ QQuery 4     │  28.19 ms │           28.77 ms │     no change │
│ QQuery 5     │  87.05 ms │           87.23 ms │     no change │
│ QQuery 6     │  19.51 ms │           19.65 ms │     no change │
│ QQuery 7     │ 228.33 ms │          223.48 ms │     no change │
│ QQuery 8     │  37.95 ms │           37.84 ms │     no change │
│ QQuery 9     │ 104.75 ms │          104.61 ms │     no change │
│ QQuery 10    │  62.92 ms │           64.10 ms │     no change │
│ QQuery 11    │  17.44 ms │           18.51 ms │  1.06x slower │
│ QQuery 12    │  50.42 ms │           50.10 ms │     no change │
│ QQuery 13    │  45.82 ms │           47.60 ms │     no change │
│ QQuery 14    │  14.04 ms │           13.68 ms │     no change │
│ QQuery 15    │  24.34 ms │           24.28 ms │     no change │
│ QQuery 16    │  23.85 ms │           24.20 ms │     no change │
│ QQuery 17    │ 148.32 ms │          148.71 ms │     no change │
│ QQuery 18    │ 281.99 ms │          280.27 ms │     no change │
│ QQuery 19    │  37.63 ms │           38.79 ms │     no change │
│ QQuery 20    │  49.03 ms │           48.01 ms │     no change │
│ QQuery 21    │ 315.66 ms │          313.15 ms │     no change │
│ QQuery 22    │  17.38 ms │           17.64 ms │     no change │
└──────────────┴───────────┴────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                 ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                 │ 1779.73ms │
│ Total Time (upgrade_hashbrown2)   │ 1770.75ms │
│ Average Time (HEAD)               │   80.90ms │
│ Average Time (upgrade_hashbrown2) │   80.49ms │
│ Queries Faster                    │         2 │
│ Queries Slower                    │         1 │
│ Queries with No Change            │        19 │
│ Queries with Failure              │         0 │
└───────────────────────────────────┴───────────┘

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common Related to common crate functions Changes to functions implementation physical-expr Changes to the physical-expr crates

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Upgrade to hashbrown 0.16.1: migrate from hashbrown::raw::RawTable to hashbrown::hash_table::HashTable

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