Upgrade DataFusion to arrow-rs/parquet 57.2.0 by alamb · Pull Request #19355 · apache/datafusion

alamb · 2025-12-16T15:01:40Z

Which issue does this PR close?

Related to Release arrow-rs / parquet Minor version 57.2.0 (December 2025) arrow-rs#8465
Closes Coercion from Dictionary(UInt8, LargeUtf8) to Utf8View #19290

Rationale for this change

Upgrade to latest arrow version

I made this PR early to test the arrow release with DataFusion

What changes are included in this PR?

Update arrow
Updates for API

Are these changes tested?

Yes by CI

Are there any user-facing changes?

No

alamb · 2025-12-18T21:06:35Z

datafusion/sqllogictest/test_files/spark/hash/crc32.slt

-# Upstream arrow-rs issue: https://github.com/apache/arrow-rs/issues/8841
-# This should succeed after we receive the fix
-query error Arrow error: Compute error: Internal Error: Cannot cast BinaryView to BinaryArray of expected type
+query I


@Jefffrey fixed them upstream ❤️

I think this fix will also close #19290; quickly tested checking this PR branch out and trying the test in the issue and it seems to execute successfully

I updated the PR description to close #19290 as well

alamb · 2025-12-18T21:07:01Z

datafusion/sqllogictest/test_files/case.slt

 # coerce structs with different field orders,
-# (note the *value*s are from column2 but the field name is 'xxx', as the coerced
-# type takes the field name from the last argument (column3)
+# should keep the same field values


These tests now work thanks to @brancz in

Struct casting field order arrow-rs#8871

alamb · 2025-12-18T21:07:07Z

datafusion/sqllogictest/test_files/struct.slt

 drop table t;

-query error DataFusion error: Optimizer rule 'simplify_expressions' failed[\s\S]*Arrow error: Cast error: Cannot cast string 'a' to value of Float64 type
+statement ok


These tests now work thanks to @brancz in

Struct casting field order arrow-rs#8871

Dandandan · 2025-12-21T12:50:15Z

run benchmarks

Jefffrey · 2025-12-21T14:19:33Z

FYI @tobixdev can keep an eye on this PR as it should include the fix from arrow-rs needed to do #19085 -> can start it once this PR merges

alamb · 2025-12-23T14:37:06Z

run benchmarks

alamb-ghbot · 2025-12-23T15:18:24Z

🤖: Benchmark completed

Details

Comparing HEAD and alamb_update_arrow_57.2.0
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ alamb_update_arrow_57.2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │  2767.72 ms │              2671.31 ms │     no change │
│ QQuery 1     │  1251.11 ms │              1188.18 ms │ +1.05x faster │
│ QQuery 2     │  2449.97 ms │              2294.54 ms │ +1.07x faster │
│ QQuery 3     │  1166.19 ms │              1150.24 ms │     no change │
│ QQuery 4     │  2274.51 ms │              2284.93 ms │     no change │
│ QQuery 5     │ 28696.11 ms │             28601.98 ms │     no change │
│ QQuery 6     │  3914.27 ms │              3971.77 ms │     no change │
│ QQuery 7     │  3651.74 ms │              3616.21 ms │     no change │
└──────────────┴─────────────┴─────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 46171.62ms │
│ Total Time (alamb_update_arrow_57.2)   │ 45779.17ms │
│ Average Time (HEAD)                    │  5771.45ms │
│ Average Time (alamb_update_arrow_57.2) │  5722.40ms │
│ Queries Faster                         │          2 │
│ Queries Slower                         │          0 │
│ Queries with No Change                 │          6 │
│ Queries with Failure                   │          0 │
└────────────────────────────────────────┴────────────┘
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ alamb_update_arrow_57.2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │     2.07 ms │                 2.32 ms │  1.12x slower │
│ QQuery 1     │    48.99 ms │                49.41 ms │     no change │
│ QQuery 2     │   137.78 ms │               132.68 ms │     no change │
│ QQuery 3     │   149.93 ms │               155.75 ms │     no change │
│ QQuery 4     │  1092.93 ms │              1100.46 ms │     no change │
│ QQuery 5     │  1509.24 ms │              1485.47 ms │     no change │
│ QQuery 6     │     2.02 ms │                 2.05 ms │     no change │
│ QQuery 7     │    54.26 ms │                55.34 ms │     no change │
│ QQuery 8     │  1441.32 ms │              1459.08 ms │     no change │
│ QQuery 9     │  1789.92 ms │              1858.92 ms │     no change │
│ QQuery 10    │   352.62 ms │               367.90 ms │     no change │
│ QQuery 11    │   404.84 ms │               420.42 ms │     no change │
│ QQuery 12    │  1362.12 ms │              1389.97 ms │     no change │
│ QQuery 13    │  2027.32 ms │              2022.58 ms │     no change │
│ QQuery 14    │  1227.95 ms │              1258.69 ms │     no change │
│ QQuery 15    │  1251.14 ms │              1253.71 ms │     no change │
│ QQuery 16    │  2668.86 ms │              2682.87 ms │     no change │
│ QQuery 17    │  2667.08 ms │              2677.97 ms │     no change │
│ QQuery 18    │  5631.29 ms │              4942.96 ms │ +1.14x faster │
│ QQuery 19    │   119.93 ms │               123.27 ms │     no change │
│ QQuery 20    │  1949.89 ms │              1838.56 ms │ +1.06x faster │
│ QQuery 21    │  2242.78 ms │              2173.30 ms │     no change │
│ QQuery 22    │  3898.87 ms │              3720.39 ms │     no change │
│ QQuery 23    │ 22288.53 ms │             12109.53 ms │ +1.84x faster │
│ QQuery 24    │   212.76 ms │               207.87 ms │     no change │
│ QQuery 25    │   480.56 ms │               479.09 ms │     no change │
│ QQuery 26    │   229.81 ms │               221.38 ms │     no change │
│ QQuery 27    │  2808.68 ms │              2702.34 ms │     no change │
│ QQuery 28    │ 24994.86 ms │             21730.94 ms │ +1.15x faster │
│ QQuery 29    │   988.56 ms │               987.75 ms │     no change │
│ QQuery 30    │  1366.47 ms │              1332.78 ms │     no change │
│ QQuery 31    │  1375.51 ms │              1304.00 ms │ +1.05x faster │
│ QQuery 32    │  5458.33 ms │              4682.87 ms │ +1.17x faster │
│ QQuery 33    │  6464.69 ms │              5781.71 ms │ +1.12x faster │
│ QQuery 34    │  6078.81 ms │              5871.69 ms │     no change │
│ QQuery 35    │  1963.68 ms │              1936.37 ms │     no change │
│ QQuery 36    │    68.30 ms │                67.42 ms │     no change │
│ QQuery 37    │    45.32 ms │                46.41 ms │     no change │
│ QQuery 38    │    68.03 ms │                68.16 ms │     no change │
│ QQuery 39    │   104.91 ms │               104.49 ms │     no change │
│ QQuery 40    │    28.10 ms │                27.21 ms │     no change │
│ QQuery 41    │    22.06 ms │                21.91 ms │     no change │
│ QQuery 42    │    20.37 ms │                19.70 ms │     no change │
└──────────────┴─────────────┴─────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃             ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 107101.47ms │
│ Total Time (alamb_update_arrow_57.2)   │  90877.71ms │
│ Average Time (HEAD)                    │   2490.73ms │
│ Average Time (alamb_update_arrow_57.2) │   2113.44ms │
│ Queries Faster                         │           7 │
│ Queries Slower                         │           1 │
│ Queries with No Change                 │          35 │
│ Queries with Failure                   │           0 │
└────────────────────────────────────────┴─────────────┘
--------------------
Benchmark tpch_mem_sf1.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃      HEAD ┃ alamb_update_arrow_57.2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1     │ 137.38 ms │               132.73 ms │     no change │
│ QQuery 2     │  29.66 ms │                30.00 ms │     no change │
│ QQuery 3     │  35.07 ms │                38.82 ms │  1.11x slower │
│ QQuery 4     │  29.02 ms │                28.79 ms │     no change │
│ QQuery 5     │  88.44 ms │                88.90 ms │     no change │
│ QQuery 6     │  19.93 ms │                19.63 ms │     no change │
│ QQuery 7     │ 235.82 ms │               227.84 ms │     no change │
│ QQuery 8     │  35.73 ms │                37.59 ms │  1.05x slower │
│ QQuery 9     │ 101.05 ms │               107.10 ms │  1.06x slower │
│ QQuery 10    │  63.69 ms │                64.63 ms │     no change │
│ QQuery 11    │  19.00 ms │                18.98 ms │     no change │
│ QQuery 12    │  51.72 ms │                52.51 ms │     no change │
│ QQuery 13    │  47.56 ms │                47.23 ms │     no change │
│ QQuery 14    │  13.90 ms │                13.72 ms │     no change │
│ QQuery 15    │  24.23 ms │                24.41 ms │     no change │
│ QQuery 16    │  25.06 ms │                24.36 ms │     no change │
│ QQuery 17    │ 150.67 ms │               150.91 ms │     no change │
│ QQuery 18    │ 282.61 ms │               271.37 ms │     no change │
│ QQuery 19    │  48.16 ms │                36.40 ms │ +1.32x faster │
│ QQuery 20    │  61.49 ms │                49.56 ms │ +1.24x faster │
│ QQuery 21    │ 319.20 ms │               336.62 ms │  1.05x slower │
│ QQuery 22    │  17.60 ms │                17.32 ms │     no change │
└──────────────┴───────────┴─────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 1836.99ms │
│ Total Time (alamb_update_arrow_57.2)   │ 1819.42ms │
│ Average Time (HEAD)                    │   83.50ms │
│ Average Time (alamb_update_arrow_57.2) │   82.70ms │
│ Queries Faster                         │         2 │
│ Queries Slower                         │         4 │
│ Queries with No Change                 │        16 │
│ Queries with Failure                   │         0 │
└────────────────────────────────────────┴───────────┘

alamb · 2025-12-24T11:56:12Z

run benchmarks

alamb-ghbot · 2025-12-24T12:36:17Z

🤖: Benchmark completed

Details

Comparing HEAD and alamb_update_arrow_57.2.0
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ alamb_update_arrow_57.2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │  2700.49 ms │              2692.25 ms │     no change │
│ QQuery 1     │  1263.34 ms │              1195.98 ms │ +1.06x faster │
│ QQuery 2     │  2480.36 ms │              2333.51 ms │ +1.06x faster │
│ QQuery 3     │  1162.40 ms │              1144.25 ms │     no change │
│ QQuery 4     │  2306.63 ms │              2258.38 ms │     no change │
│ QQuery 5     │ 28497.50 ms │             28794.82 ms │     no change │
│ QQuery 6     │  3967.24 ms │              3968.46 ms │     no change │
│ QQuery 7     │  3740.76 ms │              3744.01 ms │     no change │
└──────────────┴─────────────┴─────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 46118.73ms │
│ Total Time (alamb_update_arrow_57.2)   │ 46131.65ms │
│ Average Time (HEAD)                    │  5764.84ms │
│ Average Time (alamb_update_arrow_57.2) │  5766.46ms │
│ Queries Faster                         │          2 │
│ Queries Slower                         │          0 │
│ Queries with No Change                 │          6 │
│ Queries with Failure                   │          0 │
└────────────────────────────────────────┴────────────┘
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ alamb_update_arrow_57.2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │     2.38 ms │                 2.13 ms │ +1.11x faster │
│ QQuery 1     │    49.21 ms │                49.38 ms │     no change │
│ QQuery 2     │   133.40 ms │               135.12 ms │     no change │
│ QQuery 3     │   154.79 ms │               157.63 ms │     no change │
│ QQuery 4     │  1105.55 ms │              1125.54 ms │     no change │
│ QQuery 5     │  1516.54 ms │              1494.42 ms │     no change │
│ QQuery 6     │     2.06 ms │                 2.10 ms │     no change │
│ QQuery 7     │    56.58 ms │                56.37 ms │     no change │
│ QQuery 8     │  1485.93 ms │              1437.34 ms │     no change │
│ QQuery 9     │  1838.47 ms │              1822.70 ms │     no change │
│ QQuery 10    │   358.08 ms │               366.87 ms │     no change │
│ QQuery 11    │   409.45 ms │               413.04 ms │     no change │
│ QQuery 12    │  1387.36 ms │              1361.49 ms │     no change │
│ QQuery 13    │  2037.73 ms │              2041.79 ms │     no change │
│ QQuery 14    │  1293.00 ms │              1289.01 ms │     no change │
│ QQuery 15    │  1304.98 ms │              1285.26 ms │     no change │
│ QQuery 16    │  2745.69 ms │              2707.38 ms │     no change │
│ QQuery 17    │  2710.65 ms │              2664.66 ms │     no change │
│ QQuery 18    │  5585.94 ms │              5010.55 ms │ +1.11x faster │
│ QQuery 19    │   123.53 ms │               123.08 ms │     no change │
│ QQuery 20    │  1914.61 ms │              1877.57 ms │     no change │
│ QQuery 21    │  2197.97 ms │              2162.31 ms │     no change │
│ QQuery 22    │  3795.84 ms │              3722.56 ms │     no change │
│ QQuery 23    │ 16226.93 ms │             12140.04 ms │ +1.34x faster │
│ QQuery 24    │   216.07 ms │               213.70 ms │     no change │
│ QQuery 25    │   467.36 ms │               475.61 ms │     no change │
│ QQuery 26    │   229.42 ms │               233.52 ms │     no change │
│ QQuery 27    │  2766.30 ms │              2672.27 ms │     no change │
│ QQuery 28    │ 24764.37 ms │             21932.32 ms │ +1.13x faster │
│ QQuery 29    │   988.07 ms │               991.64 ms │     no change │
│ QQuery 30    │  1338.37 ms │              1318.09 ms │     no change │
│ QQuery 31    │  1380.64 ms │              1339.78 ms │     no change │
│ QQuery 32    │  5129.67 ms │              4956.29 ms │     no change │
│ QQuery 33    │  6197.64 ms │              5667.21 ms │ +1.09x faster │
│ QQuery 34    │  6276.32 ms │              5994.54 ms │     no change │
│ QQuery 35    │  1970.40 ms │              1892.81 ms │     no change │
│ QQuery 36    │    67.22 ms │                69.20 ms │     no change │
│ QQuery 37    │    45.04 ms │                45.99 ms │     no change │
│ QQuery 38    │    66.49 ms │                67.71 ms │     no change │
│ QQuery 39    │   106.13 ms │               100.96 ms │     no change │
│ QQuery 40    │    27.49 ms │                26.55 ms │     no change │
│ QQuery 41    │    23.85 ms │                23.47 ms │     no change │
│ QQuery 42    │    19.86 ms │                20.00 ms │     no change │
└──────────────┴─────────────┴─────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃             ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 100517.36ms │
│ Total Time (alamb_update_arrow_57.2)   │  91490.02ms │
│ Average Time (HEAD)                    │   2337.61ms │
│ Average Time (alamb_update_arrow_57.2) │   2127.67ms │
│ Queries Faster                         │           5 │
│ Queries Slower                         │           0 │
│ Queries with No Change                 │          38 │
│ Queries with Failure                   │           0 │
└────────────────────────────────────────┴─────────────┘
--------------------
Benchmark tpch_mem_sf1.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query        ┃      HEAD ┃ alamb_update_arrow_57.2 ┃       Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1     │ 136.35 ms │               136.96 ms │    no change │
│ QQuery 2     │  28.61 ms │                29.09 ms │    no change │
│ QQuery 3     │  38.54 ms │                38.63 ms │    no change │
│ QQuery 4     │  28.57 ms │                28.40 ms │    no change │
│ QQuery 5     │  87.49 ms │                87.27 ms │    no change │
│ QQuery 6     │  19.85 ms │                19.76 ms │    no change │
│ QQuery 7     │ 237.65 ms │               239.63 ms │    no change │
│ QQuery 8     │  34.95 ms │                35.45 ms │    no change │
│ QQuery 9     │ 107.19 ms │               107.03 ms │    no change │
│ QQuery 10    │  63.60 ms │                62.76 ms │    no change │
│ QQuery 11    │  17.62 ms │                17.92 ms │    no change │
│ QQuery 12    │  52.18 ms │                51.66 ms │    no change │
│ QQuery 13    │  47.47 ms │                47.88 ms │    no change │
│ QQuery 14    │  14.18 ms │                13.66 ms │    no change │
│ QQuery 15    │  24.01 ms │                24.27 ms │    no change │
│ QQuery 16    │  24.90 ms │                25.16 ms │    no change │
│ QQuery 17    │ 152.13 ms │               154.29 ms │    no change │
│ QQuery 18    │ 284.74 ms │               279.15 ms │    no change │
│ QQuery 19    │  37.80 ms │                37.16 ms │    no change │
│ QQuery 20    │  49.15 ms │                52.53 ms │ 1.07x slower │
│ QQuery 21    │ 307.03 ms │               315.54 ms │    no change │
│ QQuery 22    │  17.40 ms │                17.60 ms │    no change │
└──────────────┴───────────┴─────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 1811.41ms │
│ Total Time (alamb_update_arrow_57.2)   │ 1821.81ms │
│ Average Time (HEAD)                    │   82.34ms │
│ Average Time (alamb_update_arrow_57.2) │   82.81ms │
│ Queries Faster                         │         0 │
│ Queries Slower                         │         1 │
│ Queries with No Change                 │        21 │
│ Queries with Failure                   │         0 │
└────────────────────────────────────────┴───────────┘

alamb · 2026-01-06T22:52:41Z

run benchmarks

alamb-ghbot · 2026-01-06T23:57:37Z

🤖 ./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 alamb/update_arrow_57.2.0 (70e2841) to 166ef81 diff using: tpch_mem clickbench_partitioned clickbench_extended
Results will be posted here when complete

alamb-ghbot · 2026-01-07T00:40:11Z

🤖: Benchmark completed

Details

Comparing HEAD and alamb_update_arrow_57.2.0
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ alamb_update_arrow_57.2 ┃       Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 0     │  2419.66 ms │              2435.88 ms │    no change │
│ QQuery 1     │   928.43 ms │               931.95 ms │    no change │
│ QQuery 2     │  1919.23 ms │              1852.60 ms │    no change │
│ QQuery 3     │  1176.41 ms │              1134.39 ms │    no change │
│ QQuery 4     │  2319.77 ms │              2343.65 ms │    no change │
│ QQuery 5     │ 28296.40 ms │             28333.13 ms │    no change │
│ QQuery 6     │  3812.68 ms │              4011.85 ms │ 1.05x slower │
│ QQuery 7     │  3909.11 ms │              3801.45 ms │    no change │
└──────────────┴─────────────┴─────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 44781.68ms │
│ Total Time (alamb_update_arrow_57.2)   │ 44844.90ms │
│ Average Time (HEAD)                    │  5597.71ms │
│ Average Time (alamb_update_arrow_57.2) │  5605.61ms │
│ Queries Faster                         │          0 │
│ Queries Slower                         │          1 │
│ Queries with No Change                 │          7 │
│ Queries with Failure                   │          0 │
└────────────────────────────────────────┴────────────┘
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ alamb_update_arrow_57.2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │     1.50 ms │                 1.65 ms │  1.10x slower │
│ QQuery 1     │    49.50 ms │                53.56 ms │  1.08x slower │
│ QQuery 2     │   134.56 ms │               137.00 ms │     no change │
│ QQuery 3     │   152.97 ms │               161.67 ms │  1.06x slower │
│ QQuery 4     │  1090.28 ms │              1202.82 ms │  1.10x slower │
│ QQuery 5     │  1388.56 ms │              1473.87 ms │  1.06x slower │
│ QQuery 6     │     1.46 ms │                 1.79 ms │  1.22x slower │
│ QQuery 7     │    53.23 ms │                59.79 ms │  1.12x slower │
│ QQuery 8     │  1441.71 ms │              1559.23 ms │  1.08x slower │
│ QQuery 9     │  1787.15 ms │              2104.78 ms │  1.18x slower │
│ QQuery 10    │   334.39 ms │               365.40 ms │  1.09x slower │
│ QQuery 11    │   386.11 ms │               424.23 ms │  1.10x slower │
│ QQuery 12    │  1263.44 ms │              1401.23 ms │  1.11x slower │
│ QQuery 13    │  1950.70 ms │              2079.84 ms │  1.07x slower │
│ QQuery 14    │  1228.14 ms │              1352.82 ms │  1.10x slower │
│ QQuery 15    │  1245.15 ms │              1339.71 ms │  1.08x slower │
│ QQuery 16    │  2540.26 ms │              2690.26 ms │  1.06x slower │
│ QQuery 17    │  2519.94 ms │              2661.98 ms │  1.06x slower │
│ QQuery 18    │  5735.86 ms │              5209.22 ms │ +1.10x faster │
│ QQuery 19    │   119.75 ms │               124.82 ms │     no change │
│ QQuery 20    │  1886.02 ms │              1904.50 ms │     no change │
│ QQuery 21    │  2207.11 ms │              2240.74 ms │     no change │
│ QQuery 22    │  3710.17 ms │              3890.36 ms │     no change │
│ QQuery 23    │ 17570.69 ms │             12478.67 ms │ +1.41x faster │
│ QQuery 24    │   213.61 ms │               223.01 ms │     no change │
│ QQuery 25    │   455.25 ms │               471.34 ms │     no change │
│ QQuery 26    │   208.03 ms │               218.49 ms │  1.05x slower │
│ QQuery 27    │  2818.97 ms │              2791.64 ms │     no change │
│ QQuery 28    │ 24790.93 ms │             22004.60 ms │ +1.13x faster │
│ QQuery 29    │   979.69 ms │               951.72 ms │     no change │
│ QQuery 30    │  1352.14 ms │              1321.24 ms │     no change │
│ QQuery 31    │  1345.29 ms │              1343.04 ms │     no change │
│ QQuery 32    │  5214.55 ms │              4666.46 ms │ +1.12x faster │
│ QQuery 33    │  5663.96 ms │              5429.21 ms │     no change │
│ QQuery 34    │  6339.20 ms │              5848.00 ms │ +1.08x faster │
│ QQuery 35    │  2102.60 ms │              1905.58 ms │ +1.10x faster │
│ QQuery 36    │    68.62 ms │                66.24 ms │     no change │
│ QQuery 37    │    45.75 ms │                47.01 ms │     no change │
│ QQuery 38    │    66.90 ms │                64.31 ms │     no change │
│ QQuery 39    │   108.48 ms │               103.79 ms │     no change │
│ QQuery 40    │    28.04 ms │                26.79 ms │     no change │
│ QQuery 41    │    23.76 ms │                22.50 ms │ +1.06x faster │
│ QQuery 42    │    20.97 ms │                19.84 ms │ +1.06x faster │
└──────────────┴─────────────┴─────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃             ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 100645.39ms │
│ Total Time (alamb_update_arrow_57.2)   │  92444.76ms │
│ Average Time (HEAD)                    │   2340.59ms │
│ Average Time (alamb_update_arrow_57.2) │   2149.88ms │
│ Queries Faster                         │           8 │
│ Queries Slower                         │          18 │
│ Queries with No Change                 │          17 │
│ Queries with Failure                   │           0 │
└────────────────────────────────────────┴─────────────┘
--------------------
Benchmark tpch_mem_sf1.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃      HEAD ┃ alamb_update_arrow_57.2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1     │ 150.55 ms │               119.27 ms │ +1.26x faster │
│ QQuery 2     │  31.78 ms │                26.97 ms │ +1.18x faster │
│ QQuery 3     │  39.93 ms │                37.16 ms │ +1.07x faster │
│ QQuery 4     │  29.91 ms │                28.85 ms │     no change │
│ QQuery 5     │  89.36 ms │                86.82 ms │     no change │
│ QQuery 6     │  20.29 ms │                19.77 ms │     no change │
│ QQuery 7     │ 248.61 ms │               225.85 ms │ +1.10x faster │
│ QQuery 8     │  34.57 ms │                33.26 ms │     no change │
│ QQuery 9     │ 112.16 ms │               104.82 ms │ +1.07x faster │
│ QQuery 10    │  65.13 ms │                63.24 ms │     no change │
│ QQuery 11    │  18.27 ms │                17.53 ms │     no change │
│ QQuery 12    │  51.40 ms │                51.26 ms │     no change │
│ QQuery 13    │  48.50 ms │                47.23 ms │     no change │
│ QQuery 14    │  14.33 ms │                13.11 ms │ +1.09x faster │
│ QQuery 15    │  25.41 ms │                24.14 ms │     no change │
│ QQuery 16    │  25.40 ms │                24.06 ms │ +1.06x faster │
│ QQuery 17    │ 166.39 ms │               157.40 ms │ +1.06x faster │
│ QQuery 18    │ 296.26 ms │               274.99 ms │ +1.08x faster │
│ QQuery 19    │  39.33 ms │                37.84 ms │     no change │
│ QQuery 20    │  50.56 ms │                50.52 ms │     no change │
│ QQuery 21    │ 354.49 ms │               322.95 ms │ +1.10x faster │
│ QQuery 22    │  17.62 ms │                17.69 ms │     no change │
└──────────────┴───────────┴─────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 1930.25ms │
│ Total Time (alamb_update_arrow_57.2)   │ 1784.72ms │
│ Average Time (HEAD)                    │   87.74ms │
│ Average Time (alamb_update_arrow_57.2) │   81.12ms │
│ Queries Faster                         │        10 │
│ Queries Slower                         │         0 │
│ Queries with No Change                 │        12 │
│ Queries with Failure                   │         0 │
└────────────────────────────────────────┴───────────┘

alamb · 2026-01-07T11:47:26Z

run benchmark clickbench_partitioned

alamb-ghbot · 2026-01-07T11:47:33Z

🤖 ./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 alamb/update_arrow_57.2.0 (70e2841) to 166ef81 diff using: clickbench_partitioned
Results will be posted here when complete

alamb-ghbot · 2026-01-07T14:41:24Z

🤖 ./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 alamb/update_arrow_57.2.0 (70e2841) to 166ef81 diff using: clickbench_partitioned
Results will be posted here when complete

alamb-ghbot · 2026-01-07T14:57:29Z

🤖: Benchmark completed

Details

Comparing HEAD and alamb_update_arrow_57.2.0
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ alamb_update_arrow_57.2 ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │     1.42 ms │                 1.46 ms │     no change │
│ QQuery 1     │    50.06 ms │                50.90 ms │     no change │
│ QQuery 2     │   131.12 ms │               134.76 ms │     no change │
│ QQuery 3     │   153.53 ms │               157.05 ms │     no change │
│ QQuery 4     │  1220.63 ms │              1017.31 ms │ +1.20x faster │
│ QQuery 5     │  1500.76 ms │              1342.79 ms │ +1.12x faster │
│ QQuery 6     │     1.46 ms │                 1.46 ms │     no change │
│ QQuery 7     │    52.94 ms │                54.49 ms │     no change │
│ QQuery 8     │  1559.99 ms │              1402.36 ms │ +1.11x faster │
│ QQuery 9     │  1924.97 ms │              1795.37 ms │ +1.07x faster │
│ QQuery 10    │   344.87 ms │               344.50 ms │     no change │
│ QQuery 11    │   396.88 ms │               386.58 ms │     no change │
│ QQuery 12    │  1375.56 ms │              1266.24 ms │ +1.09x faster │
│ QQuery 13    │  2086.16 ms │              1898.05 ms │ +1.10x faster │
│ QQuery 14    │  1313.50 ms │              1205.10 ms │ +1.09x faster │
│ QQuery 15    │  1325.84 ms │              1164.76 ms │ +1.14x faster │
│ QQuery 16    │  2620.77 ms │              2481.31 ms │ +1.06x faster │
│ QQuery 17    │  2569.29 ms │              2452.75 ms │     no change │
│ QQuery 18    │  4761.52 ms │              4751.51 ms │     no change │
│ QQuery 19    │   121.61 ms │               117.08 ms │     no change │
│ QQuery 20    │  1844.33 ms │              1887.06 ms │     no change │
│ QQuery 21    │  2144.52 ms │              2167.24 ms │     no change │
│ QQuery 22    │  3658.67 ms │              3714.86 ms │     no change │
│ QQuery 23    │ 12063.44 ms │             12123.87 ms │     no change │
│ QQuery 24    │   208.61 ms │               203.13 ms │     no change │
│ QQuery 25    │   464.58 ms │               459.26 ms │     no change │
│ QQuery 26    │   211.87 ms │               224.95 ms │  1.06x slower │
│ QQuery 27    │  2622.81 ms │              2729.67 ms │     no change │
│ QQuery 28    │ 24356.16 ms │             21846.79 ms │ +1.11x faster │
│ QQuery 29    │   981.66 ms │               964.46 ms │     no change │
│ QQuery 30    │  1338.13 ms │              1290.33 ms │     no change │
│ QQuery 31    │  1335.72 ms │              1306.09 ms │     no change │
│ QQuery 32    │  5035.68 ms │              4874.55 ms │     no change │
│ QQuery 33    │  5371.04 ms │              5322.62 ms │     no change │
│ QQuery 34    │  5231.42 ms │              5374.48 ms │     no change │
│ QQuery 35    │  1923.27 ms │              1869.69 ms │     no change │
│ QQuery 36    │    65.19 ms │                65.93 ms │     no change │
│ QQuery 37    │    45.02 ms │                45.54 ms │     no change │
│ QQuery 38    │    66.03 ms │                63.26 ms │     no change │
│ QQuery 39    │   102.85 ms │                99.56 ms │     no change │
│ QQuery 40    │    25.12 ms │                25.50 ms │     no change │
│ QQuery 41    │    22.95 ms │                22.36 ms │     no change │
│ QQuery 42    │    19.04 ms │                18.77 ms │     no change │
└──────────────┴─────────────┴─────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                      ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                      │ 92651.00ms │
│ Total Time (alamb_update_arrow_57.2)   │ 88725.81ms │
│ Average Time (HEAD)                    │  2154.67ms │
│ Average Time (alamb_update_arrow_57.2) │  2063.39ms │
│ Queries Faster                         │         10 │
│ Queries Slower                         │          1 │
│ Queries with No Change                 │         32 │
│ Queries with Failure                   │          0 │
└────────────────────────────────────────┴────────────┘

# Which issue does this PR close? - Part of #8465 # Rationale for this change - See #8465 # What changes are included in this PR? 1. Update version to 57.2.0 2. Add CHANGELOG. See rendered version https://github.com/alamb/arrow-rs/blob/alamb/prepare_57.2.0/CHANGELOG.md # Are these changes tested? By CI and I am testing them manually in DataFusion here: - apache/datafusion#19355 # Are there any user-facing changes? Version and changelog

alamb · 2026-01-07T18:39:35Z

I do see a reproducable speedup on q28 which I think is real

│ QQuery 28    │ 24356.16 ms │             21846.79 ms │ +1.11x faster │

Query 28 is:

datafusion/benchmarks/queries/clickbench/queries/q28.sql

Line 4 in 92d8632

    
           SELECT REGEXP_REPLACE("Referer", '^https?://(?:www\.)?([^/]+)/.*$', '\1') AS k, AVG(length("Referer")) AS l, COUNT(*) AS c, MIN("Referer") FROM hits WHERE "Referer" <> '' GROUP BY k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;

SELECT REGEXP_REPLACE("Referer", '^https?://(?:www\.)?([^/]+)/.*$', '\1') AS k, AVG(length("Referer")) AS l, COUNT(*) AS c, MIN("Referer") FROM hits WHERE "Referer" <> '' GROUP BY k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;

It is not clear to me what is responsible

alamb · 2026-01-10T12:32:08Z

datafusion/common/src/scalar/mod.rs

            ScalarValue::try_new_null(&DataType::Map(map_field_ref, false)).unwrap(),
            ScalarValue::try_new_null(&DataType::Union(
-                UnionFields::new(vec![42], vec![field_ref]),
+                UnionFields::try_new(vec![42], vec![field_ref]).unwrap(),


Changes due to this one from @friendlymatthew

Add validated constructors for UnionFields arrow-rs#8891

alamb · 2026-01-11T12:46:31Z

datafusion/sqllogictest/test_files/spark/hash/crc32.slt

-# Upstream arrow-rs issue: https://github.com/apache/arrow-rs/issues/8841
-# This should succeed after we receive the fix
-query error Arrow error: Compute error: Internal Error: Cannot cast BinaryView to BinaryArray of expected type
+query I


I updated the PR description to close #19290 as well

Jefffrey · 2026-01-11T12:49:28Z

datafusion/datasource-avro/src/avro_to_arrow/schema.rs

                let type_ids = 0_i8..fields.len() as i8;
-                DataType::Union(UnionFields::new(type_ids, fields), UnionMode::Dense)
+                DataType::Union(
+                    UnionFields::try_new(type_ids, fields).unwrap(),


Should we propagate this unwrap?

Since the type_ids are autoincrementing, we can probably use UnionFields::from_fields(fields) and avoid the Result

UnionFields::from_fields is a convenience constructor that will infallibly construct the UnionFields (since the only check we really need is to ensure type id uniqueness). https://docs.rs/arrow/latest/arrow/datatypes/struct.UnionFields.html#method.from_fields

Good call -- I did this in 2cb7928

friendlymatthew · 2026-01-11T12:51:48Z

datafusion/datasource-avro/src/avro_to_arrow/schema.rs

                let type_ids = 0_i8..fields.len() as i8;
-                DataType::Union(UnionFields::new(type_ids, fields), UnionMode::Dense)
+                DataType::Union(
+                    UnionFields::try_new(type_ids, fields).unwrap(),


Since the type_ids are autoincrementing, we can probably use UnionFields::from_fields(fields) and avoid the Result

UnionFields::from_fields is a convenience constructor that will infallibly construct the UnionFields (since the only check we really need is to ensure type id uniqueness). https://docs.rs/arrow/latest/arrow/datatypes/struct.UnionFields.html#method.from_fields

….2.0

alamb · 2026-01-13T16:14:41Z

Let's do this!

…s methods (#19797) These PRs are available to us now as part of upgrade to arrow-s 57.2.0 (#19355): - apache/arrow-rs#8993 - apache/arrow-rs#9040 Make use of them in some refactorings here.

github-actions bot added sqllogictest SQL Logic Tests (.slt) common Related to common crate proto Related to proto crate functions Changes to functions implementation datasource Changes to the datasource crate physical-plan Changes to the physical-plan crate labels Dec 16, 2025

This was referenced Dec 16, 2025

Regression in struct casting in 57.2.0 (not yet released) apache/arrow-rs#9005

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arrow-cast: Bring back in-order field casting for StructArray apache/arrow-rs#9007

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alamb force-pushed the alamb/update_arrow_57.2.0 branch from 7ec33db to 24d3a15 Compare December 18, 2025 21:04

alamb commented Dec 18, 2025

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This was referenced Dec 18, 2025

Test upgrade to object store 0.13.0 #19392

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WIP: using arrow-avro. remove own implementation #17861

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alamb mentioned this pull request Jan 6, 2026

Update version to 57.2.0, add CHANGELOG apache/arrow-rs#9103

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alamb force-pushed the alamb/update_arrow_57.2.0 branch from 24d3a15 to ff98f2f Compare January 6, 2026 22:52

alamb force-pushed the alamb/update_arrow_57.2.0 branch 2 times, most recently from 4155056 to 70e2841 Compare January 6, 2026 22:55

alamb mentioned this pull request Jan 6, 2026

Release arrow-rs / parquet Minor version 57.2.0 (December 2025) apache/arrow-rs#8465

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alamb mentioned this pull request Jan 10, 2026

Upgrade DataFusion to arrow-rs/parquet 58.0.0 / object_store 0.13.0 #19728

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alamb added 6 commits January 11, 2026 07:41

Update to arrow 57.2.0

039ca6c

Fix clippy due to UnionFields::new is deprecated

927ea32

Fix real bug in test

409dcc7

Update test for fixed issue upstream

d8e096a

Update tests for new feature

d493b10

Update tests for struct casting

4cf6e96

alamb force-pushed the alamb/update_arrow_57.2.0 branch from ca11966 to 4cf6e96 Compare January 11, 2026 12:42

alamb marked this pull request as ready for review January 11, 2026 12:45

alamb changed the title ~~WIP: Upgrade DataFusion to arrow-rs/parquet 57.2.0~~ Upgrade DataFusion to arrow-rs/parquet 57.2.0 Jan 11, 2026

alamb commented Jan 11, 2026

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Jefffrey approved these changes Jan 11, 2026

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friendlymatthew approved these changes Jan 11, 2026

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alamb added 2 commits January 12, 2026 13:46

Merge remote-tracking branch 'apache/main' into alamb/update_arrow_57…

34cc90c

….2.0

Use UnionFields::from_fields

2cb7928

Jefffrey mentioned this pull request Jan 13, 2026

chore(deps): bump the arrow-parquet group with 7 updates #19779

Closed

brancz mentioned this pull request Jan 13, 2026

Support aggregating by ListView #19782

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Merge remote-tracking branch 'apache/main' into alamb/update_arrow_57…

7a73f0b

….2.0

alamb added this pull request to the merge queue Jan 13, 2026

Merged via the queue into apache:main with commit 617700d Jan 13, 2026
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This was referenced Jan 14, 2026

LEFT JOIN with FixedSizeBinary join keys returns incorrect values instead of NULL #19067

Closed

chore: refactor scalarvalue/encoding using available upstream arrow-rs methods #19797

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pepijnve mentioned this pull request Jan 17, 2026

Array SLT fails when run using dev profile #19867

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