use criterion::{black_box, criterion_group, criterion_main, BenchmarkId, Criterion}; use orx_parallel::prelude::*; use rand::prelude::*; use rand_chacha::ChaCha8Rng; use rayon::iter::IntoParallelIterator; const SEED: u64 = 3134; const FIB_UPPER_BOUND: u32 = 999; fn fibonacci(n: u32) -> usize { let mut a = 0; let mut b = 1; for _ in 0..n { let c = a + b; a = b; b = c; } a as usize } fn inputs(len: usize) -> Vec { let mut rng = ChaCha8Rng::seed_from_u64(SEED); (0..len) .map(|_| rng.gen_range(0..FIB_UPPER_BOUND)) .collect() } fn map(a: &u32) -> Vec { [*a, a + 1, a + 2, a + 13] .map(fibonacci) .into_iter() .collect() } fn seq(inputs: &[u32]) -> Vec { inputs.iter().flat_map(map).collect() } fn rayon(inputs: &[u32]) -> Vec { use rayon::iter::ParallelIterator; inputs.into_par_iter().flat_map(map).collect() } fn orx_parallel_split_vec(inputs: &[u32]) -> SplitVec { inputs.into_par().flat_map(map).collect() } fn orx_parallel_split_rec(inputs: &[u32]) -> SplitVec { inputs.into_par().flat_map(map).collect_x() } fn orx_parallel_vec(inputs: &[u32]) -> Vec { inputs.into_par().flat_map(map).collect_vec() } fn orx_parallel(inputs: &[u32], num_threads: usize, chunk_size: usize) -> Vec { inputs .into_par() .chunk_size(chunk_size) .num_threads(num_threads) .flat_map(map) .collect_vec() } fn flat_map(c: &mut Criterion) { let treatments = vec![65_536, 262_144]; let _params = [(1, 1), (4, 256), (8, 1024), (32, 1024)]; let params = []; let mut group = c.benchmark_group("flat_map"); for n in &treatments { let input = inputs(*n); let expected = seq(&input); group.bench_with_input(BenchmarkId::new("seq", n), n, |b, _| { b.iter(|| seq(black_box(&input))) }); group.bench_with_input(BenchmarkId::new("rayon", n), n, |b, _| { assert_eq!(rayon(&input), expected); b.iter(|| rayon(black_box(&input))) }); group.bench_with_input(BenchmarkId::new("orx-parallel-split-vec", n), n, |b, _| { assert_eq!(orx_parallel_split_vec(&input), expected); b.iter(|| orx_parallel_split_vec(black_box(&input))) }); group.bench_with_input(BenchmarkId::new("orx-parallel-vec", n), n, |b, _| { assert_eq!(orx_parallel_vec(&input), expected); b.iter(|| orx_parallel_vec(black_box(&input))) }); group.bench_with_input(BenchmarkId::new("orx-parallel-split-rec", n), n, |b, _| { let mut result = orx_parallel_split_rec(&input).to_vec(); result.sort(); let mut expected = expected.clone(); expected.sort(); assert_eq!(result, expected); b.iter(|| orx_parallel_split_rec(black_box(&input))) }); for (t, c) in params { let name = format!("orx-parallel-t{}-c{}", t, c); group.bench_with_input(BenchmarkId::new(name, n), n, |b, _| { assert_eq!(orx_parallel(black_box(&input), t, c), expected); b.iter(|| orx_parallel(black_box(&input), t, c)) }); } } group.finish(); } criterion_group!(benches, flat_map); criterion_main!(benches);