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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 | +extern crate criterion; |
| 19 | + |
| 20 | +use std::sync::Arc; |
| 21 | + |
| 22 | +use arrow::array::{ArrayRef, Int64Array, StringArray}; |
| 23 | +use criterion::{black_box, criterion_group, criterion_main, Criterion}; |
| 24 | +use rand::distributions::{Alphanumeric, Uniform}; |
| 25 | +use rand::prelude::Distribution; |
| 26 | +use rand::Rng; |
| 27 | + |
| 28 | +use datafusion_expr::ColumnarValue; |
| 29 | +use datafusion_functions::unicode::substr_index; |
| 30 | + |
| 31 | +struct Filter<Dist, Test> { |
| 32 | + dist: Dist, |
| 33 | + test: Test, |
| 34 | +} |
| 35 | + |
| 36 | +impl<T, Dist, Test> Distribution<T> for Filter<Dist, Test> |
| 37 | +where |
| 38 | + Dist: Distribution<T>, |
| 39 | + Test: Fn(&T) -> bool, |
| 40 | +{ |
| 41 | + fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> T { |
| 42 | + loop { |
| 43 | + let x = self.dist.sample(rng); |
| 44 | + if (self.test)(&x) { |
| 45 | + return x; |
| 46 | + } |
| 47 | + } |
| 48 | + } |
| 49 | +} |
| 50 | + |
| 51 | +fn data() -> (StringArray, StringArray, Int64Array) { |
| 52 | + let dist = Filter { |
| 53 | + dist: Uniform::new(-4, 5), |
| 54 | + test: |x: &i64| x != &0, |
| 55 | + }; |
| 56 | + let mut rng = rand::thread_rng(); |
| 57 | + let mut strings: Vec<String> = vec![]; |
| 58 | + let mut delimiters: Vec<String> = vec![]; |
| 59 | + let mut counts: Vec<i64> = vec![]; |
| 60 | + |
| 61 | + for _ in 0..1000 { |
| 62 | + let length = rng.gen_range(20..50); |
| 63 | + let text: String = (&mut rng) |
| 64 | + .sample_iter(&Alphanumeric) |
| 65 | + .take(length) |
| 66 | + .map(char::from) |
| 67 | + .collect(); |
| 68 | + let char = rng.gen_range(0..text.len()); |
| 69 | + let delimiter = &text.chars().nth(char).unwrap(); |
| 70 | + let count = rng.sample(&dist); |
| 71 | + |
| 72 | + strings.push(text); |
| 73 | + delimiters.push(delimiter.to_string()); |
| 74 | + counts.push(count); |
| 75 | + } |
| 76 | + |
| 77 | + ( |
| 78 | + StringArray::from(strings), |
| 79 | + StringArray::from(delimiters), |
| 80 | + Int64Array::from(counts), |
| 81 | + ) |
| 82 | +} |
| 83 | + |
| 84 | +fn criterion_benchmark(c: &mut Criterion) { |
| 85 | + c.bench_function("substr_index_array_array_1000", |b| { |
| 86 | + let (strings, delimiters, counts) = data(); |
| 87 | + let strings = ColumnarValue::Array(Arc::new(strings) as ArrayRef); |
| 88 | + let delimiters = ColumnarValue::Array(Arc::new(delimiters) as ArrayRef); |
| 89 | + let counts = ColumnarValue::Array(Arc::new(counts) as ArrayRef); |
| 90 | + |
| 91 | + let args = [strings, delimiters, counts]; |
| 92 | + b.iter(|| { |
| 93 | + black_box( |
| 94 | + substr_index() |
| 95 | + .invoke(&args) |
| 96 | + .expect("substr_index should work on valid values"), |
| 97 | + ) |
| 98 | + }) |
| 99 | + }); |
| 100 | +} |
| 101 | + |
| 102 | +criterion_group!(benches, criterion_benchmark); |
| 103 | +criterion_main!(benches); |
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