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Posted to github@datafusion.apache.org by "geoffreyclaude (via GitHub)" <gi...@apache.org> on 2025/12/08 13:43:29 UTC
[PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
geoffreyclaude opened a new pull request, #19211:
URL: https://github.com/apache/datafusion/pull/19211
## Which issue does this PR close?
N/A - benchmark improvement
## Rationale for this change
We need to measure InList performance on both StringArray (Utf8) and StringViewArray (Utf8View) to compare Arrow's string representations.
## What changes are included in this PR?
Add Utf8View benchmarks for InList, refactored with generics to make adding new array types trivial.
## Are these changes tested?
Benchmark-only change.
## Are there any user-facing changes?
No.
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb (via GitHub)" <gi...@apache.org>.
alamb merged PR #19211:
URL: https://github.com/apache/datafusion/pull/19211
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629097559
🤖: Benchmark completed
<details><summary>Details</summary>
<p>
```
group feat_in_list_utf8_benchmark main
----- --------------------------- ----
in_list/Float32/list=100/nulls=0% 1.00 308.2±3.79µs ? ?/sec
in_list/Float32/list=100/nulls=20% 1.00 390.9±3.16µs ? ?/sec
in_list/Float32/list=3/nulls=0% 1.00 14.6±0.29µs ? ?/sec
in_list/Float32/list=3/nulls=20% 1.00 19.7±0.36µs ? ?/sec
in_list/Float32/list=8/nulls=0% 1.00 29.3±1.05µs ? ?/sec
in_list/Float32/list=8/nulls=20% 1.00 39.2±0.11µs ? ?/sec
in_list/Int32/list=100/nulls=0% 1.00 255.1±17.01µs ? ?/sec
in_list/Int32/list=100/nulls=20% 1.00 325.4±15.87µs ? ?/sec
in_list/Int32/list=3/nulls=0% 1.00 13.7±0.37µs ? ?/sec
in_list/Int32/list=3/nulls=20% 1.00 17.6±0.04µs ? ?/sec
in_list/Int32/list=8/nulls=0% 1.00 25.1±0.48µs ? ?/sec
in_list/Int32/list=8/nulls=20% 1.00 34.0±0.48µs ? ?/sec
in_list/Utf8/list=100/nulls=0%/str=100 1.00 648.3±5.63µs ? ?/sec
in_list/Utf8/list=100/nulls=0%/str=12 1.00 711.7±103.46µs ? ?/sec
in_list/Utf8/list=100/nulls=0%/str=3 1.00 671.2±10.03µs ? ?/sec
in_list/Utf8/list=100/nulls=20%/str=100 1.00 602.2±15.23µs ? ?/sec
in_list/Utf8/list=100/nulls=20%/str=12 1.00 617.7±4.50µs ? ?/sec
in_list/Utf8/list=100/nulls=20%/str=3 1.00 623.7±3.55µs ? ?/sec
in_list/Utf8/list=3/nulls=0%/str=100 1.00 25.6±0.25µs ? ?/sec
in_list/Utf8/list=3/nulls=0%/str=12 1.00 27.4±0.12µs ? ?/sec
in_list/Utf8/list=3/nulls=0%/str=3 1.00 26.2±0.90µs ? ?/sec
in_list/Utf8/list=3/nulls=20%/str=100 1.00 26.6±1.03µs ? ?/sec
in_list/Utf8/list=3/nulls=20%/str=12 1.00 26.6±0.08µs ? ?/sec
in_list/Utf8/list=3/nulls=20%/str=3 1.00 27.5±0.56µs ? ?/sec
in_list/Utf8/list=8/nulls=0%/str=100 1.00 54.3±0.29µs ? ?/sec
in_list/Utf8/list=8/nulls=0%/str=12 1.00 59.0±3.81µs ? ?/sec
in_list/Utf8/list=8/nulls=0%/str=3 1.00 55.8±0.46µs ? ?/sec
in_list/Utf8/list=8/nulls=20%/str=100 1.00 53.2±0.37µs ? ?/sec
in_list/Utf8/list=8/nulls=20%/str=12 1.00 55.2±0.96µs ? ?/sec
in_list/Utf8/list=8/nulls=20%/str=3 1.00 55.9±0.86µs ? ?/sec
in_list/Utf8View/list=100/nulls=0%/str=100 1.00 480.8±6.10µs ? ?/sec
in_list/Utf8View/list=100/nulls=0%/str=12 1.00 565.9±4.30µs ? ?/sec
in_list/Utf8View/list=100/nulls=0%/str=3 1.00 567.7±17.28µs ? ?/sec
in_list/Utf8View/list=100/nulls=20%/str=100 1.00 465.8±11.18µs ? ?/sec
in_list/Utf8View/list=100/nulls=20%/str=12 1.00 516.8±17.51µs ? ?/sec
in_list/Utf8View/list=100/nulls=20%/str=3 1.00 520.4±9.71µs ? ?/sec
in_list/Utf8View/list=3/nulls=0%/str=100 1.00 18.6±0.20µs ? ?/sec
in_list/Utf8View/list=3/nulls=0%/str=12 1.00 22.5±0.49µs ? ?/sec
in_list/Utf8View/list=3/nulls=0%/str=3 1.00 22.2±0.24µs ? ?/sec
in_list/Utf8View/list=3/nulls=20%/str=100 1.00 20.7±0.15µs ? ?/sec
in_list/Utf8View/list=3/nulls=20%/str=12 1.00 23.3±0.36µs ? ?/sec
in_list/Utf8View/list=3/nulls=20%/str=3 1.00 23.2±0.35µs ? ?/sec
in_list/Utf8View/list=8/nulls=0%/str=100 1.00 39.2±0.08µs ? ?/sec
in_list/Utf8View/list=8/nulls=0%/str=12 1.00 49.1±0.35µs ? ?/sec
in_list/Utf8View/list=8/nulls=0%/str=3 1.00 49.2±1.71µs ? ?/sec
in_list/Utf8View/list=8/nulls=20%/str=100 1.00 40.9±3.34µs ? ?/sec
in_list/Utf8View/list=8/nulls=20%/str=12 1.00 46.0±0.57µs ? ?/sec
in_list/Utf8View/list=8/nulls=20%/str=3 1.00 47.8±0.58µs ? ?/sec
in_list_f32 (1024, 0) IN (1, 0) 1.00 8.7±0.09µs ? ?/sec
in_list_f32 (1024, 0) IN (10, 0) 1.00 34.9±1.06µs ? ?/sec
in_list_f32 (1024, 0) IN (100, 0) 1.00 304.9±1.16µs ? ?/sec
in_list_f32 (1024, 0) IN (3, 0) 1.00 14.8±0.73µs ? ?/sec
in_list_f32 (1024, 0.2) IN (1, 0) 1.00 11.2±0.10µs ? ?/sec
in_list_f32 (1024, 0.2) IN (10, 0) 1.00 47.3±0.61µs ? ?/sec
in_list_f32 (1024, 0.2) IN (100, 0) 1.00 389.7±3.65µs ? ?/sec
in_list_f32 (1024, 0.2) IN (3, 0) 1.00 19.6±0.33µs ? ?/sec
in_list_i32 (1024, 0) IN (1, 0) 1.00 8.2±0.09µs ? ?/sec
in_list_i32 (1024, 0) IN (10, 0) 1.00 29.6±0.19µs ? ?/sec
in_list_i32 (1024, 0) IN (100, 0) 1.00 251.9±2.98µs ? ?/sec
in_list_i32 (1024, 0) IN (3, 0) 1.00 13.6±0.22µs ? ?/sec
in_list_i32 (1024, 0.2) IN (1, 0) 1.00 10.5±0.12µs ? ?/sec
in_list_i32 (1024, 0.2) IN (10, 0) 1.00 35.1±0.63µs ? ?/sec
in_list_i32 (1024, 0.2) IN (100, 0) 1.00 287.6±1.26µs ? ?/sec
in_list_i32 (1024, 0.2) IN (3, 0) 1.00 16.5±0.13µs ? ?/sec
in_list_utf8(10) (1024, 0) IN (1, 0) 1.00 13.1±0.31µs ? ?/sec
in_list_utf8(10) (1024, 0) IN (10, 0) 1.00 68.6±1.01µs ? ?/sec
in_list_utf8(10) (1024, 0) IN (100, 0) 1.00 674.7±25.94µs ? ?/sec
in_list_utf8(10) (1024, 0) IN (3, 0) 1.00 27.7±0.77µs ? ?/sec
in_list_utf8(10) (1024, 0.2) IN (1, 0) 1.00 14.3±0.20µs ? ?/sec
in_list_utf8(10) (1024, 0.2) IN (10, 0) 1.00 66.4±1.48µs ? ?/sec
in_list_utf8(10) (1024, 0.2) IN (100, 0) 1.00 623.4±6.75µs ? ?/sec
in_list_utf8(10) (1024, 0.2) IN (3, 0) 1.00 26.9±0.73µs ? ?/sec
in_list_utf8(20) (1024, 0) IN (1, 0) 1.00 13.7±0.45µs ? ?/sec
in_list_utf8(20) (1024, 0) IN (10, 0) 1.00 70.2±2.85µs ? ?/sec
in_list_utf8(20) (1024, 0) IN (100, 0) 1.00 676.6±4.39µs ? ?/sec
in_list_utf8(20) (1024, 0) IN (3, 0) 1.00 27.0±1.49µs ? ?/sec
in_list_utf8(20) (1024, 0.2) IN (1, 0) 1.00 14.0±0.14µs ? ?/sec
in_list_utf8(20) (1024, 0.2) IN (10, 0) 1.00 64.8±0.26µs ? ?/sec
in_list_utf8(20) (1024, 0.2) IN (100, 0) 1.00 613.7±12.89µs ? ?/sec
in_list_utf8(20) (1024, 0.2) IN (3, 0) 1.00 26.4±0.26µs ? ?/sec
in_list_utf8(5) (1024, 0) IN (1, 0) 1.00 13.4±0.06µs ? ?/sec
in_list_utf8(5) (1024, 0) IN (10, 0) 1.00 67.8±1.42µs ? ?/sec
in_list_utf8(5) (1024, 0) IN (100, 0) 1.00 691.6±11.55µs ? ?/sec
in_list_utf8(5) (1024, 0) IN (3, 0) 1.00 26.2±0.38µs ? ?/sec
in_list_utf8(5) (1024, 0.2) IN (1, 0) 1.00 13.9±0.07µs ? ?/sec
in_list_utf8(5) (1024, 0.2) IN (10, 0) 1.00 65.7±1.36µs ? ?/sec
in_list_utf8(5) (1024, 0.2) IN (100, 0) 1.00 614.1±3.58µs ? ?/sec
in_list_utf8(5) (1024, 0.2) IN (3, 0) 1.00 26.7±0.46µs ? ?/sec
```
</p>
</details>
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb (via GitHub)" <gi...@apache.org>.
alamb commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629025258
run benchmarks in_list
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb (via GitHub)" <gi...@apache.org>.
alamb commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629028245
> run benchmarks in_list
[(`sudo make me a sandwhich`)](https://xkcd.com/149/) 😆 (I added the benchmark to my allowed list)
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "geoffreyclaude (via GitHub)" <gi...@apache.org>.
geoffreyclaude commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3628647360
> Thank you! I merged https://github.com/apache/datafusion/pull/19204, could you please resolve conflicts?
Rebased on main
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629017020
🤖 Hi @alamb, thanks for the request (https://github.com/apache/datafusion/pull/19211#issuecomment-3629016796).
[`scrape_comments.py`](https://github.com/alamb/datafusion-benchmarking/blob/main/scripts/scrape_comments.py) only supports whitelisted benchmarks.
- Standard: clickbench_1, clickbench_extended, clickbench_partitioned, clickbench_pushdown, tpch, tpch10, tpch_mem, tpch_mem10
- Criterion: aggregate_query_sql, aggregate_vectorized, case_when, sql_planner
Please choose one or more of these with `run benchmark <name>` or `run benchmark <name1> <name2>...`
Unsupported benchmarks: in_list.
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb (via GitHub)" <gi...@apache.org>.
alamb commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629033218
> 😆 did you ask AI to make your a robot version of your profile?
I absolutely did
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "adriangb (via GitHub)" <gi...@apache.org>.
adriangb commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629031015
<img width="374" height="144" alt="image" src="https://github.com/user-attachments/assets/729e9e00-eb6a-4df2-b5f7-ffb342e16175" />
😆 did you ask AI to make your a robot version of your profile?
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb (via GitHub)" <gi...@apache.org>.
alamb commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629016796
run benchmarks in_list
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629034419
🤖 `./gh_compare_branch_bench.sh` [compare_branch_bench.sh](https://github.com/alamb/datafusion-benchmarking/blob/main/scripts/compare_branch_bench.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 feat/in_list_utf8_benchmark (8a2d7d1ed03f412223ce26ed2a5e81c9f0f48f59) to 55a38d4a6da892d224a663908ff153ad5930963f [diff](https://github.com/apache/datafusion/compare/55a38d4a6da892d224a663908ff153ad5930963f..8a2d7d1ed03f412223ce26ed2a5e81c9f0f48f59)
BENCH_NAME=in_list
BENCH_COMMAND=cargo bench --all-features --bench in_list
BENCH_FILTER=
BENCH_BRANCH_NAME=feat_in_list_utf8_benchmark
Results will be posted here when complete
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb-ghbot (via GitHub)" <gi...@apache.org>.
alamb-ghbot commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3629025580
🤖 Hi @alamb, thanks for the request (https://github.com/apache/datafusion/pull/19211#issuecomment-3629025258).
[`scrape_comments.py`](https://github.com/alamb/datafusion-benchmarking/blob/main/scripts/scrape_comments.py) only supports whitelisted benchmarks.
- Standard: clickbench_1, clickbench_extended, clickbench_partitioned, clickbench_pushdown, tpch, tpch10, tpch_mem, tpch_mem10
- Criterion: aggregate_query_sql, aggregate_vectorized, case_when, in_list, sql_planner
Please choose one or more of these with `run benchmark <name>` or `run benchmark <name1> <name2>...`
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "adriangb (via GitHub)" <gi...@apache.org>.
adriangb commented on PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#issuecomment-3628220829
Thank you! I merged https://github.com/apache/datafusion/pull/19204, could you please resolve conflicts?
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Re: [PR] bench: add dedicated Utf8View benchmarks for InList [datafusion]
Posted by "alamb (via GitHub)" <gi...@apache.org>.
alamb commented on code in PR #19211:
URL: https://github.com/apache/datafusion/pull/19211#discussion_r2599659395
##########
datafusion/physical-expr/benches/in_list.rs:
##########
@@ -37,78 +41,129 @@ fn do_bench(c: &mut Criterion, name: &str, values: ArrayRef, exprs: &[ScalarValu
});
}
+/// Generates a random alphanumeric string of the specified length.
fn random_string(rng: &mut StdRng, len: usize) -> String {
let value = rng.sample_iter(&Alphanumeric).take(len).collect();
String::from_utf8(value).unwrap()
}
-fn do_benches(
- c: &mut Criterion,
- array_length: usize,
- in_list_length: usize,
- null_percent: f64,
-) {
- let mut rng = StdRng::seed_from_u64(120320);
- for string_length in [5, 10, 20] {
- let values: StringArray = (0..array_length)
- .map(|_| {
- rng.random_bool(null_percent)
- .then(|| random_string(&mut rng, string_length))
- })
- .collect();
-
- let in_list: Vec<_> = (0..in_list_length)
- .map(|_| ScalarValue::from(random_string(&mut rng, string_length)))
- .collect();
-
- do_bench(
- c,
- &format!(
- "in_list_utf8({string_length}) ({array_length}, {null_percent}) IN ({in_list_length}, 0)"
- ),
- Arc::new(values),
- &in_list,
- )
+const IN_LIST_LENGTHS: [usize; 3] = [3, 8, 100];
+const NULL_PERCENTS: [f64; 2] = [0., 0.2];
+const STRING_LENGTHS: [usize; 3] = [3, 12, 100];
+const ARRAY_LENGTH: usize = 1024;
+
+/// Returns a friendly type name for the array type.
+fn array_type_name<A: 'static>() -> &'static str {
Review Comment:
You could potentially use https://docs.rs/arrow/latest/arrow/datatypes/enum.DataType.html#display-and-fromstr
So like `array.data_type().to_string()` 🤔
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