-
Notifications
You must be signed in to change notification settings - Fork 1.3k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Improve lpad udf by using a GenericStringBuilder (#11987)
* Update LPAD scalar function to support Utf8View * Lpad code improvements and benchmark. * Improved use of GenericStringBuilder.
- Loading branch information
Showing
3 changed files
with
244 additions
and
115 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,141 @@ | ||
// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, | ||
// software distributed under the License is distributed on an | ||
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
// KIND, either express or implied. See the License for the | ||
// specific language governing permissions and limitations | ||
// under the License. | ||
|
||
use arrow::array::{ArrayRef, ArrowPrimitiveType, OffsetSizeTrait, PrimitiveArray}; | ||
use arrow::datatypes::Int64Type; | ||
use arrow::util::bench_util::{ | ||
create_string_array_with_len, create_string_view_array_with_len, | ||
}; | ||
use criterion::{criterion_group, criterion_main, BenchmarkId, Criterion}; | ||
use datafusion_expr::ColumnarValue; | ||
use datafusion_functions::unicode::{lpad, rpad}; | ||
use rand::distributions::{Distribution, Uniform}; | ||
use rand::Rng; | ||
use std::sync::Arc; | ||
|
||
struct Filter<Dist> { | ||
dist: Dist, | ||
} | ||
|
||
impl<T, Dist> Distribution<T> for Filter<Dist> | ||
where | ||
Dist: Distribution<T>, | ||
{ | ||
fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> T { | ||
self.dist.sample(rng) | ||
} | ||
} | ||
|
||
pub fn create_primitive_array<T>( | ||
size: usize, | ||
null_density: f32, | ||
len: usize, | ||
) -> PrimitiveArray<T> | ||
where | ||
T: ArrowPrimitiveType<Native = i64>, | ||
{ | ||
let dist = Filter { | ||
dist: Uniform::new_inclusive::<i64, i64>(0, len as i64), | ||
}; | ||
|
||
let mut rng = rand::thread_rng(); | ||
(0..size) | ||
.map(|_| { | ||
if rng.gen::<f32>() < null_density { | ||
None | ||
} else { | ||
Some(rng.sample(&dist)) | ||
} | ||
}) | ||
.collect() | ||
} | ||
|
||
fn create_args<O: OffsetSizeTrait>( | ||
size: usize, | ||
str_len: usize, | ||
use_string_view: bool, | ||
) -> Vec<ColumnarValue> { | ||
let length_array = Arc::new(create_primitive_array::<Int64Type>(size, 0.0, str_len)); | ||
|
||
if !use_string_view { | ||
let string_array = | ||
Arc::new(create_string_array_with_len::<O>(size, 0.1, str_len)); | ||
let fill_array = Arc::new(create_string_array_with_len::<O>(size, 0.1, str_len)); | ||
|
||
vec![ | ||
ColumnarValue::Array(string_array), | ||
ColumnarValue::Array(Arc::clone(&length_array) as ArrayRef), | ||
ColumnarValue::Array(fill_array), | ||
] | ||
} else { | ||
let string_array = | ||
Arc::new(create_string_view_array_with_len(size, 0.1, str_len, false)); | ||
let fill_array = | ||
Arc::new(create_string_view_array_with_len(size, 0.1, str_len, false)); | ||
|
||
vec![ | ||
ColumnarValue::Array(string_array), | ||
ColumnarValue::Array(Arc::clone(&length_array) as ArrayRef), | ||
ColumnarValue::Array(fill_array), | ||
] | ||
} | ||
} | ||
|
||
fn criterion_benchmark(c: &mut Criterion) { | ||
for size in [1024, 2048] { | ||
let mut group = c.benchmark_group("lpad function"); | ||
|
||
let args = create_args::<i32>(size, 32, false); | ||
group.bench_function(BenchmarkId::new("utf8 type", size), |b| { | ||
b.iter(|| criterion::black_box(lpad().invoke(&args).unwrap())) | ||
}); | ||
|
||
let args = create_args::<i64>(size, 32, false); | ||
group.bench_function(BenchmarkId::new("largeutf8 type", size), |b| { | ||
b.iter(|| criterion::black_box(lpad().invoke(&args).unwrap())) | ||
}); | ||
|
||
let args = create_args::<i32>(size, 32, true); | ||
group.bench_function(BenchmarkId::new("stringview type", size), |b| { | ||
b.iter(|| criterion::black_box(lpad().invoke(&args).unwrap())) | ||
}); | ||
|
||
group.finish(); | ||
|
||
let mut group = c.benchmark_group("rpad function"); | ||
|
||
let args = create_args::<i32>(size, 32, false); | ||
group.bench_function(BenchmarkId::new("utf8 type", size), |b| { | ||
b.iter(|| criterion::black_box(rpad().invoke(&args).unwrap())) | ||
}); | ||
|
||
let args = create_args::<i64>(size, 32, false); | ||
group.bench_function(BenchmarkId::new("largeutf8 type", size), |b| { | ||
b.iter(|| criterion::black_box(rpad().invoke(&args).unwrap())) | ||
}); | ||
// | ||
// let args = create_args::<i32>(size, 32, true); | ||
// group.bench_function(BenchmarkId::new("stringview type", size), |b| { | ||
// b.iter(|| criterion::black_box(rpad().invoke(&args).unwrap())) | ||
// }); | ||
|
||
group.finish(); | ||
} | ||
} | ||
|
||
criterion_group!(benches, criterion_benchmark); | ||
criterion_main!(benches); |
Oops, something went wrong.