alamb commented on code in PR #11987: URL: https://github.com/apache/datafusion/pull/11987#discussion_r1717557250
########## datafusion/functions/src/unicode/lpad.rs: ########## @@ -190,87 +174,86 @@ where V2: StringArrayType<'a>, T: OffsetSizeTrait, { - if fill_array.is_none() { - let result = string_array - .iter() - .zip(length_array.iter()) - .map(|(string, length)| match (string, length) { - (Some(string), Some(length)) => { - if length > i32::MAX as i64 { - return exec_err!("lpad requested length {length} too large"); - } + let array = if fill_array.is_none() { + let mut builder: GenericStringBuilder<T> = GenericStringBuilder::new(); Review Comment: ❤️ ########## datafusion/functions/benches/pad.rs: ########## @@ -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())) + }); + // Review Comment: any reason to leave this commented out? -- This is an automated message from the Apache Git Service. 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