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Add benchmark for BooleanArray::take_n_true
#10399
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| Original file line number | Diff line number | Diff line change |
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@@ -17,7 +17,7 @@ | |
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| #[macro_use] | ||
| extern crate criterion; | ||
| use criterion::Criterion; | ||
| use criterion::{BatchSize, Criterion}; | ||
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| use arrow::util::bench_util::create_boolean_array; | ||
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@@ -79,5 +79,39 @@ fn add_benchmark(c: &mut Criterion) { | |
| c.bench_function("not_slice_24", |b| b.iter(|| bench_not(&array1_sliced_24))); | ||
| } | ||
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| criterion_group!(benches, add_benchmark); | ||
| fn add_take_n_true_benchmark(c: &mut Criterion) { | ||
| let size = 2usize.pow(13); // 8K | ||
| // keep roughly the first half of the set bits | ||
| let n = size / 4; | ||
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: did you mean keep 1/4 of the set bits? |
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| // the clone in each iteration shares the values buffer, so `take_n_true` | ||
| // cannot reuse the allocation and must copy the retained prefix | ||
| let array = create_boolean_array(size, 0.0, 0.5); | ||
| c.bench_function("take_n_true shared", |b| { | ||
| b.iter(|| hint::black_box(array.clone().take_n_true(n))) | ||
| }); | ||
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| // a fresh array per iteration (built in setup, excluded from timing) has | ||
| // an unshared values buffer, allowing the allocation to be reused | ||
| let values: Vec<bool> = array.values().iter().collect(); | ||
| c.bench_function("take_n_true unshared", |b| { | ||
| b.iter_batched( | ||
| || BooleanArray::from(values.clone()), | ||
| |array| array.take_n_true(n), | ||
| BatchSize::SmallInput, | ||
| ) | ||
| }); | ||
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| let array_nulls = create_boolean_array(size, 0.1, 0.5); | ||
| c.bench_function("take_n_true nulls shared", |b| { | ||
| b.iter(|| hint::black_box(array_nulls.clone().take_n_true(n))) | ||
| }); | ||
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| // fewer than n set bits: scans but returns self unchanged | ||
| c.bench_function("take_n_true no truncation", |b| { | ||
| b.iter(|| hint::black_box(array.clone().take_n_true(size))) | ||
| }); | ||
| } | ||
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| criterion_group!(benches, add_benchmark, add_take_n_true_benchmark); | ||
| criterion_main!(benches); | ||
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Also, as hhhizzz mentioned here, it might be worth benchmarking both small and larger sizes -- say, 32KB and 64KB.