mod reduce_i64; mod reduce_string; mod utils; use crate::utils::*; use orx_parallel::prelude::*; use std::sync::atomic::{AtomicUsize, Ordering}; #[test] fn par_fmap_par() { let vec = vec![1, 4, 2, 1, 5, 6]; let par = vec.into_par(); assert_eq!(par.params(), Params::default()); let par = par.flat_map(|x| vec![x; x]).chunk_size(64).num_threads(8); assert_eq!( par.params(), Params { chunk_size: 64.into(), num_threads: 8.into() } ); } #[test] fn par_fmap_auto_when_zero_num_threads() { let vec = vec![1, 4, 2, 1, 5, 6]; let par = vec.into_par().flat_map(|x| vec![x; x]).num_threads(0); assert_eq!(par.params().num_threads, NumThreads::Auto); } #[test] fn par_fmap_auto_when_zero_chunk_size() { let vec = vec![1, 4, 2, 1, 5, 6]; let par = vec.into_par().flat_map(|x| vec![x; x]).chunk_size(0); assert_eq!(par.params().chunk_size, ChunkSize::Auto); } #[test] fn par_fmap_map() { let iter = [1, 42, 2, 111, 5, 9876] .map(|x| x.to_string()) .into_iter() .skip(1); let par = iter.par(); let fmap = par .flat_map(|x| x.chars().collect::>()) .num_threads(2); let map = fmap.map(&String::from); let result = map.collect_vec(); assert_eq!( result.as_slice(), &['4', '2', '2', '1', '1', '1', '5', '9', '8', '7', '6'].map(String::from) ); } #[test] fn par_fmap_fmap() { let iter = [999, 3, 1, 0, 2].into_iter().skip(1); let par = iter.par(); let fmap = par.flat_map(|x| vec![x; x]).num_threads(2); let fmap = fmap.flat_map(|x| vec![x.to_string(), (x + 1).to_string()]); let result = fmap.collect_vec(); assert_eq!( result.as_slice(), &[3, 4, 3, 4, 3, 4, 1, 2, 2, 3, 2, 3].map(|x| x.to_string()) ); } #[test] fn par_fmap_fmap_option() { let iter = [999, 3, 1, 0, 2].into_iter().skip(1); let par = iter.par(); let fmap = par.flat_map(|x| vec![x; x]).num_threads(4); let fmap = fmap.flat_map(|x| if x % 2 == 1 { Some(x) } else { None }); let result = fmap.collect_vec(); assert_eq!(result.as_slice(), &[3, 3, 3, 1]); } #[test] fn par_fmap_filter() { let iter = [999, 3, 1, 0, 2].into_iter().skip(1); let par = iter.par(); let fmap = par.flat_map(|x| vec![x; x]).num_threads(2); let filter = fmap.filter(|x| x % 2 == 1); let result = filter.collect_vec(); assert_eq!(result.as_slice(), &[3, 3, 3, 1]); } #[test] fn par_fmap_filtermap() { let iter = [999, 3, 1, 0, 2].into_iter().skip(1); let par = iter.par(); let fmap = par.flat_map(|x| vec![x; x]).num_threads(2); let filter = fmap.filter_map(|x| ok_if(x, |x| x % 2 == 1)); let result = filter.collect_vec(); assert_eq!(result.as_slice(), &[3, 3, 3, 1]); } // collect #[test] fn par_fmap_collect() { fn test(num_threads: usize, chunk_size: usize) { let iter = (54..5648).collect::>().into_par(); let fmap = iter .flat_map(|x| [x * 2, x * 2 + 1]) .num_threads(num_threads) .chunk_size(chunk_size); let result = fmap.collect(); assert_eq!(result.len(), 2 * (5648 - 54)); for i in 54..5648 { assert_eq!(result.get(2 * (i - 54)).cloned(), Some(i * 2)); assert_eq!(result.get(2 * (i - 54) + 1).cloned(), Some(i * 2 + 1)); } } test_different_params(test) } #[test] fn par_fmap_collect_x() { fn test(num_threads: usize, chunk_size: usize) { let range = || 54..5648; let expected: Vec<_> = range().flat_map(|x| [x * 2, x * 2 + 1]).collect(); let mut result = range() .par() .flat_map(|x| [x * 2, x * 2 + 1]) .num_threads(num_threads) .chunk_size(chunk_size) .collect_x() .to_vec(); result.sort(); assert_eq!(result, expected); } test_different_params(test); } #[test] fn par_fmap_collect_vec() { fn test(num_threads: usize, chunk_size: usize) { let iter = (54..5648).collect::>().into_iter().take(10000).par(); let fmap = iter .flat_map(|x| [x * 2, x * 2 + 1]) .num_threads(num_threads) .chunk_size(chunk_size); let result = fmap.collect_vec(); assert_eq!(result.len(), 2 * (5648 - 54)); for i in 54..5648 { assert_eq!(result.get(2 * (i - 54)).cloned(), Some(i * 2)); assert_eq!(result.get(2 * (i - 54) + 1).cloned(), Some(i * 2 + 1)); } } test_different_params(test) } #[test] fn par_fmap_collect_into() { fn test(num_threads: usize, chunk_size: usize) { let iter = (54..5648).collect::>().into_par(); let fmap = iter .flat_map(|x| [x * 2, x * 2 + 1]) .num_threads(num_threads) .chunk_size(chunk_size); let result1 = fmap.collect_into(SplitVec::new()); assert_eq!(result1.len(), 2 * (5648 - 54)); for i in 54..5648 { assert_eq!(result1.get(2 * (i - 54)).cloned(), Some(i * 2)); assert_eq!(result1.get(2 * (i - 54) + 1).cloned(), Some(i * 2 + 1)); } let iter = (5648..6000).collect::>().into_par(); let fmap = iter .flat_map(|x| [x * 2, x * 2 + 1]) .num_threads(num_threads) .chunk_size(chunk_size); let result2 = fmap.collect_into(result1); assert_eq!(result2.len(), 2 * (6000 - 54)); for i in 54..6000 { assert_eq!(result2.get(2 * (i - 54)).cloned(), Some(i * 2)); assert_eq!(result2.get(2 * (i - 54) + 1).cloned(), Some(i * 2 + 1)); } } test_different_params(test) } #[test] fn par_fmap_collect_into_vec() { fn test(num_threads: usize, chunk_size: usize) { let iter = (54..5648).collect::>().into_par(); let fmap = iter .flat_map(|x| [x * 2, x * 2 + 1]) .num_threads(num_threads) .chunk_size(chunk_size); let result1 = fmap.collect_into(vec![]); assert_eq!(result1.len(), 2 * (5648 - 54)); for i in 54..5648 { assert_eq!(result1.get(2 * (i - 54)).cloned(), Some(i * 2)); assert_eq!(result1.get(2 * (i - 54) + 1).cloned(), Some(i * 2 + 1)); } let iter = (5648..6000).collect::>().into_par(); let fmap = iter .flat_map(|x| [x * 2, x * 2 + 1]) .num_threads(num_threads) .chunk_size(chunk_size); let result2 = fmap.collect_into(result1); assert_eq!(result2.len(), 2 * (6000 - 54)); for i in 54..6000 { assert_eq!(result2.get(2 * (i - 54)).cloned(), Some(i * 2)); assert_eq!(result2.get(2 * (i - 54) + 1).cloned(), Some(i * 2 + 1)); } } test_different_params(test) } #[test] fn par_fmap_collect_into_fixed_capacity_does_not_panic() { let vec = (54..5648).collect::>(); let iter = vec.into_iter().take(10000).par(); let fmap = iter.flat_map(|x| [x * 2]).num_threads(14).chunk_size(64); let _ = fmap.collect_into(FixedVec::new(5648 - 54 - 1)); } #[test] fn par_fmap_collect_into_split_capacity_does_not_panic() { let vec = (54..5648).collect::>(); let iter = vec.into_iter().take(10000).par(); let map = iter.flat_map(|x| [x * 2]).num_threads(2).chunk_size(64); let _ = map.collect_into(SplitVec::new()); } // count #[test] fn par_fmap_count() { fn test(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.flat_map(|x| [x * 3, x * 2, x]); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.count(), 3 * (4785 - 13)); } test_different_params(test) } #[test] fn par_fmap_foreach() { fn test(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.flat_map(|x| [x * 3, x * 2, x]); let par = par.num_threads(num_threads).chunk_size(chunk_size); let count = AtomicUsize::new(0); par.for_each(|x| { count.fetch_add(x, Ordering::AcqRel); }); assert_eq!( count.load(Ordering::Relaxed), (13..4785).flat_map(|x| [x * 3, x * 2, x]).sum() ); } test_different_params(test) } #[test] fn par_fmap_all_any() { fn test(num_threads: usize, chunk_size: usize) { let par = || { (13..4785) .par() .flat_map(|x| [x * 3, x * 2, x]) .num_threads(num_threads) .chunk_size(chunk_size) }; assert!(par().all(|x| *x <= 3 * 4784)); assert!(!par().all(|x| *x <= 3 * 4783)); assert!(par().any(|x| *x > 3 * 3000)); assert!(!par().any(|x| *x >= 3 * 4785)); } test_different_params(test) } // find #[test] fn par_fmap_next() { fn test(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.flat_map(|x| [x * 3, x + 1]); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.first(), Some(13 * 3)); } test_different_params(test); fn test_empty(num_threads: usize, chunk_size: usize) { let par = (0..0).par(); let par = par.flat_map(|x| [x * 3]); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.first(), None); } test_different_params(test_empty); } #[test] fn par_fmap_find() { fn test(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.flat_map(|x| [x * 3, x + 1]); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.find(|x| x >= &40), Some(42)); } test_different_params(test); fn test_empty(num_threads: usize, chunk_size: usize) { let par = (13..4785).par(); let par = par.flat_map(|x| [x / 3, x + 3, x - 12]); let par = par.num_threads(num_threads).chunk_size(chunk_size); assert_eq!(par.find(|x| x % 13333 == 0), None); } test_different_params(test_empty); } // reduce #[test] fn par_fmap_reduce_i64() { fn test(len: usize, num_threads: usize, chunk_size: usize) { let data = || { (0..len) .map(|x| x as i64) .map(|x| x * 2 + 1) .collect::>() .into_par() .num_threads(num_threads) .chunk_size(chunk_size) .map(|x| x - 1) .num_threads(num_threads) .flat_map(|x| vec![x / 2]) }; reduce_i64::reduce(data(), len); reduce_i64::sum(data(), len); reduce_i64::min(data(), len); reduce_i64::max(data(), len); reduce_i64::min_by(data(), len); reduce_i64::max_by(data(), len); reduce_i64::min_by_key(data(), len); reduce_i64::max_by_key(data(), len); } test_reduce(test) } #[test] fn par_fmap_reduce_string() { fn test(len: usize, num_threads: usize, chunk_size: usize) { let data = || { (0..len) .map(|x| x as i64) .collect::>() .into_par() .num_threads(num_threads) .flat_map(|x| [x.to_string()]) .chunk_size(chunk_size) }; reduce_string::reduce(data(), len); reduce_string::min(data(), len); reduce_string::max(data(), len); reduce_string::min_by(data(), len); reduce_string::max_by(data(), len); reduce_string::min_by_key(data(), len); reduce_string::max_by_key(data(), len); } test_reduce(test) }