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| 1 | +// Licensed to the Apache Software Foundation (ASF) under one |
| 2 | +// or more contributor license agreements. See the NOTICE file |
| 3 | +// distributed with this work for additional information |
| 4 | +// regarding copyright ownership. The ASF licenses this file |
| 5 | +// to you under the Apache License, Version 2.0 (the |
| 6 | +// "License"); you may not use this file except in compliance |
| 7 | +// with the License. You may obtain a copy of the License at |
| 8 | +// |
| 9 | +// http://www.apache.org/licenses/LICENSE-2.0 |
| 10 | +// |
| 11 | +// Unless required by applicable law or agreed to in writing, |
| 12 | +// software distributed under the License is distributed on an |
| 13 | +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| 14 | +// KIND, either express or implied. See the License for the |
| 15 | +// specific language governing permissions and limitations |
| 16 | +// under the License. |
| 17 | + |
| 18 | +use arrow::array::{ArrayRef, ArrowPrimitiveType, OffsetSizeTrait, PrimitiveArray}; |
| 19 | +use arrow::datatypes::Int64Type; |
| 20 | +use arrow::util::bench_util::{ |
| 21 | + create_string_array_with_len, create_string_view_array_with_len, |
| 22 | +}; |
| 23 | +use criterion::{criterion_group, criterion_main, BenchmarkId, Criterion}; |
| 24 | +use datafusion_expr::ColumnarValue; |
| 25 | +use datafusion_functions::unicode::{lpad, rpad}; |
| 26 | +use rand::distributions::{Distribution, Uniform}; |
| 27 | +use rand::Rng; |
| 28 | +use std::sync::Arc; |
| 29 | + |
| 30 | +struct Filter<Dist> { |
| 31 | + dist: Dist, |
| 32 | +} |
| 33 | + |
| 34 | +impl<T, Dist> Distribution<T> for Filter<Dist> |
| 35 | +where |
| 36 | + Dist: Distribution<T>, |
| 37 | +{ |
| 38 | + fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> T { |
| 39 | + self.dist.sample(rng) |
| 40 | + } |
| 41 | +} |
| 42 | + |
| 43 | +pub fn create_primitive_array<T>( |
| 44 | + size: usize, |
| 45 | + null_density: f32, |
| 46 | + len: usize, |
| 47 | +) -> PrimitiveArray<T> |
| 48 | +where |
| 49 | + T: ArrowPrimitiveType<Native = i64>, |
| 50 | +{ |
| 51 | + let dist = Filter { |
| 52 | + dist: Uniform::new_inclusive::<i64, i64>(0, len as i64), |
| 53 | + }; |
| 54 | + |
| 55 | + let mut rng = rand::thread_rng(); |
| 56 | + (0..size) |
| 57 | + .map(|_| { |
| 58 | + if rng.gen::<f32>() < null_density { |
| 59 | + None |
| 60 | + } else { |
| 61 | + Some(rng.sample(&dist)) |
| 62 | + } |
| 63 | + }) |
| 64 | + .collect() |
| 65 | +} |
| 66 | + |
| 67 | +fn create_args<O: OffsetSizeTrait>( |
| 68 | + size: usize, |
| 69 | + str_len: usize, |
| 70 | + use_string_view: bool, |
| 71 | +) -> Vec<ColumnarValue> { |
| 72 | + let length_array = Arc::new(create_primitive_array::<Int64Type>(size, 0.0, str_len)); |
| 73 | + |
| 74 | + if !use_string_view { |
| 75 | + let string_array = |
| 76 | + Arc::new(create_string_array_with_len::<O>(size, 0.1, str_len)); |
| 77 | + let fill_array = Arc::new(create_string_array_with_len::<O>(size, 0.1, str_len)); |
| 78 | + |
| 79 | + vec![ |
| 80 | + ColumnarValue::Array(string_array), |
| 81 | + ColumnarValue::Array(Arc::clone(&length_array) as ArrayRef), |
| 82 | + ColumnarValue::Array(fill_array), |
| 83 | + ] |
| 84 | + } else { |
| 85 | + let string_array = |
| 86 | + Arc::new(create_string_view_array_with_len(size, 0.1, str_len, false)); |
| 87 | + let fill_array = |
| 88 | + Arc::new(create_string_view_array_with_len(size, 0.1, str_len, false)); |
| 89 | + |
| 90 | + vec![ |
| 91 | + ColumnarValue::Array(string_array), |
| 92 | + ColumnarValue::Array(Arc::clone(&length_array) as ArrayRef), |
| 93 | + ColumnarValue::Array(fill_array), |
| 94 | + ] |
| 95 | + } |
| 96 | +} |
| 97 | + |
| 98 | +fn criterion_benchmark(c: &mut Criterion) { |
| 99 | + for size in [1024, 2048] { |
| 100 | + let mut group = c.benchmark_group("lpad function"); |
| 101 | + |
| 102 | + let args = create_args::<i32>(size, 32, false); |
| 103 | + group.bench_function(BenchmarkId::new("utf8 type", size), |b| { |
| 104 | + b.iter(|| criterion::black_box(lpad().invoke(&args).unwrap())) |
| 105 | + }); |
| 106 | + |
| 107 | + let args = create_args::<i64>(size, 32, false); |
| 108 | + group.bench_function(BenchmarkId::new("largeutf8 type", size), |b| { |
| 109 | + b.iter(|| criterion::black_box(lpad().invoke(&args).unwrap())) |
| 110 | + }); |
| 111 | + |
| 112 | + let args = create_args::<i32>(size, 32, true); |
| 113 | + group.bench_function(BenchmarkId::new("stringview type", size), |b| { |
| 114 | + b.iter(|| criterion::black_box(lpad().invoke(&args).unwrap())) |
| 115 | + }); |
| 116 | + |
| 117 | + group.finish(); |
| 118 | + |
| 119 | + let mut group = c.benchmark_group("rpad function"); |
| 120 | + |
| 121 | + let args = create_args::<i32>(size, 32, false); |
| 122 | + group.bench_function(BenchmarkId::new("utf8 type", size), |b| { |
| 123 | + b.iter(|| criterion::black_box(rpad().invoke(&args).unwrap())) |
| 124 | + }); |
| 125 | + |
| 126 | + let args = create_args::<i64>(size, 32, false); |
| 127 | + group.bench_function(BenchmarkId::new("largeutf8 type", size), |b| { |
| 128 | + b.iter(|| criterion::black_box(rpad().invoke(&args).unwrap())) |
| 129 | + }); |
| 130 | + // |
| 131 | + // let args = create_args::<i32>(size, 32, true); |
| 132 | + // group.bench_function(BenchmarkId::new("stringview type", size), |b| { |
| 133 | + // b.iter(|| criterion::black_box(rpad().invoke(&args).unwrap())) |
| 134 | + // }); |
| 135 | + |
| 136 | + group.finish(); |
| 137 | + } |
| 138 | +} |
| 139 | + |
| 140 | +criterion_group!(benches, criterion_benchmark); |
| 141 | +criterion_main!(benches); |
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