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Benchmark of casting decimal arrays (#2424)
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viirya authored Aug 14, 2022
1 parent 7206856 commit 1c879ae
Showing 1 changed file with 39 additions and 0 deletions.
39 changes: 39 additions & 0 deletions arrow/benches/cast_kernels.rs
Original file line number Diff line number Diff line change
Expand Up @@ -29,6 +29,7 @@ use arrow::array::*;
use arrow::compute::cast;
use arrow::datatypes::*;
use arrow::util::bench_util::*;
use arrow::util::decimal::Decimal256;
use arrow::util::test_util::seedable_rng;

fn build_array<T: ArrowPrimitiveType>(size: usize) -> ArrayRef
Expand Down Expand Up @@ -81,6 +82,28 @@ fn build_utf8_date_time_array(size: usize, with_nulls: bool) -> ArrayRef {
Arc::new(builder.finish())
}

fn build_decimal128_array(size: usize, precision: usize, scale: usize) -> ArrayRef {
let mut rng = seedable_rng();
let mut builder = Decimal128Builder::new(size, precision, scale);

for _ in 0..size {
let _ = builder.append_value(rng.gen_range::<i128, _>(0..1000000000));
}
Arc::new(builder.finish())
}

fn build_decimal256_array(size: usize, precision: usize, scale: usize) -> ArrayRef {
let mut rng = seedable_rng();
let mut builder = Decimal256Builder::new(size, precision, scale);
let mut bytes = [0; 32];
for _ in 0..size {
let num = rng.gen_range::<i128, _>(0..1000000000);
bytes[0..16].clone_from_slice(&num.to_le_bytes());
let _ = builder.append_value(&Decimal256::new(precision, scale, &bytes));
}
Arc::new(builder.finish())
}

// cast array from specified primitive array type to desired data type
fn cast_array(array: &ArrayRef, to_type: DataType) {
criterion::black_box(cast(array, &to_type).unwrap());
Expand All @@ -102,6 +125,9 @@ fn add_benchmark(c: &mut Criterion) {
let utf8_date_array = build_utf8_date_array(512, true);
let utf8_date_time_array = build_utf8_date_time_array(512, true);

let decimal128_array = build_decimal128_array(512, 10, 3);
let decimal256_array = build_decimal256_array(512, 50, 3);

c.bench_function("cast int32 to int32 512", |b| {
b.iter(|| cast_array(&i32_array, DataType::Int32))
});
Expand Down Expand Up @@ -179,6 +205,19 @@ fn add_benchmark(c: &mut Criterion) {
c.bench_function("cast utf8 to date64 512", |b| {
b.iter(|| cast_array(&utf8_date_time_array, DataType::Date64))
});

c.bench_function("cast decimal128 to decimal128 512", |b| {
b.iter(|| cast_array(&decimal128_array, DataType::Decimal128(30, 5)))
});
c.bench_function("cast decimal128 to decimal256 512", |b| {
b.iter(|| cast_array(&decimal128_array, DataType::Decimal256(50, 5)))
});
c.bench_function("cast decimal256 to decimal128 512", |b| {
b.iter(|| cast_array(&decimal256_array, DataType::Decimal128(38, 2)))
});
c.bench_function("cast decimal256 to decimal256 512", |b| {
b.iter(|| cast_array(&decimal256_array, DataType::Decimal256(50, 5)))
});
}

criterion_group!(benches, add_benchmark);
Expand Down

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