/rust/registry/src/index.crates.io-1949cf8c6b5b557f/rayon-1.11.0/src/iter/splitter.rs
Line | Count | Source |
1 | | use super::plumbing::*; |
2 | | use super::*; |
3 | | |
4 | | use std::fmt::{self, Debug}; |
5 | | |
6 | | /// The `split` function takes arbitrary data and a closure that knows how to |
7 | | /// split it, and turns this into a `ParallelIterator`. |
8 | | /// |
9 | | /// # Examples |
10 | | /// |
11 | | /// As a simple example, Rayon can recursively split ranges of indices |
12 | | /// |
13 | | /// ``` |
14 | | /// use rayon::iter; |
15 | | /// use rayon::prelude::*; |
16 | | /// use std::ops::Range; |
17 | | /// |
18 | | /// |
19 | | /// // We define a range of indices as follows |
20 | | /// type Range1D = Range<usize>; |
21 | | /// |
22 | | /// // Splitting it in two can be done like this |
23 | | /// fn split_range1(r: Range1D) -> (Range1D, Option<Range1D>) { |
24 | | /// // We are mathematically unable to split the range if there is only |
25 | | /// // one point inside of it, but we could stop splitting before that. |
26 | | /// if r.end - r.start <= 1 { return (r, None); } |
27 | | /// |
28 | | /// // Here, our range is considered large enough to be splittable |
29 | | /// let midpoint = r.start + (r.end - r.start) / 2; |
30 | | /// (r.start..midpoint, Some(midpoint..r.end)) |
31 | | /// } |
32 | | /// |
33 | | /// // By using iter::split, Rayon will split the range until it has enough work |
34 | | /// // to feed the CPU cores, then give us the resulting sub-ranges |
35 | | /// iter::split(0..4096, split_range1).for_each(|sub_range| { |
36 | | /// // As our initial range had a power-of-two size, the final sub-ranges |
37 | | /// // should have power-of-two sizes too |
38 | | /// assert!((sub_range.end - sub_range.start).is_power_of_two()); |
39 | | /// }); |
40 | | /// ``` |
41 | | /// |
42 | | /// This recursive splitting can be extended to two or three dimensions, |
43 | | /// to reproduce a classic "block-wise" parallelization scheme of graphics and |
44 | | /// numerical simulations: |
45 | | /// |
46 | | /// ``` |
47 | | /// # use rayon::iter; |
48 | | /// # use rayon::prelude::*; |
49 | | /// # use std::ops::Range; |
50 | | /// # type Range1D = Range<usize>; |
51 | | /// # fn split_range1(r: Range1D) -> (Range1D, Option<Range1D>) { |
52 | | /// # if r.end - r.start <= 1 { return (r, None); } |
53 | | /// # let midpoint = r.start + (r.end - r.start) / 2; |
54 | | /// # (r.start..midpoint, Some(midpoint..r.end)) |
55 | | /// # } |
56 | | /// # |
57 | | /// // A two-dimensional range of indices can be built out of two 1D ones |
58 | | /// struct Range2D { |
59 | | /// // Range of horizontal indices |
60 | | /// pub rx: Range1D, |
61 | | /// |
62 | | /// // Range of vertical indices |
63 | | /// pub ry: Range1D, |
64 | | /// } |
65 | | /// |
66 | | /// // We want to recursively split them by the largest dimension until we have |
67 | | /// // enough sub-ranges to feed our mighty multi-core CPU. This function |
68 | | /// // carries out one such split. |
69 | | /// fn split_range2(r2: Range2D) -> (Range2D, Option<Range2D>) { |
70 | | /// // Decide on which axis (horizontal/vertical) the range should be split |
71 | | /// let width = r2.rx.end - r2.rx.start; |
72 | | /// let height = r2.ry.end - r2.ry.start; |
73 | | /// if width >= height { |
74 | | /// // This is a wide range, split it on the horizontal axis |
75 | | /// let (split_rx, ry) = (split_range1(r2.rx), r2.ry); |
76 | | /// let out1 = Range2D { |
77 | | /// rx: split_rx.0, |
78 | | /// ry: ry.clone(), |
79 | | /// }; |
80 | | /// let out2 = split_rx.1.map(|rx| Range2D { rx, ry }); |
81 | | /// (out1, out2) |
82 | | /// } else { |
83 | | /// // This is a tall range, split it on the vertical axis |
84 | | /// let (rx, split_ry) = (r2.rx, split_range1(r2.ry)); |
85 | | /// let out1 = Range2D { |
86 | | /// rx: rx.clone(), |
87 | | /// ry: split_ry.0, |
88 | | /// }; |
89 | | /// let out2 = split_ry.1.map(|ry| Range2D { rx, ry, }); |
90 | | /// (out1, out2) |
91 | | /// } |
92 | | /// } |
93 | | /// |
94 | | /// // Again, rayon can handle the recursive splitting for us |
95 | | /// let range = Range2D { rx: 0..800, ry: 0..600 }; |
96 | | /// iter::split(range, split_range2).for_each(|sub_range| { |
97 | | /// // If the sub-ranges were indeed split by the largest dimension, then |
98 | | /// // if no dimension was twice larger than the other initially, this |
99 | | /// // property will remain true in the final sub-ranges. |
100 | | /// let width = sub_range.rx.end - sub_range.rx.start; |
101 | | /// let height = sub_range.ry.end - sub_range.ry.start; |
102 | | /// assert!((width / 2 <= height) && (height / 2 <= width)); |
103 | | /// }); |
104 | | /// ``` |
105 | | /// |
106 | 0 | pub fn split<D, S>(data: D, splitter: S) -> Split<D, S> |
107 | 0 | where |
108 | 0 | D: Send, |
109 | 0 | S: Fn(D) -> (D, Option<D>) + Sync, |
110 | | { |
111 | 0 | Split { data, splitter } |
112 | 0 | } |
113 | | |
114 | | /// `Split` is a parallel iterator using arbitrary data and a splitting function. |
115 | | /// This struct is created by the [`split()`] function. |
116 | | #[derive(Clone)] |
117 | | pub struct Split<D, S> { |
118 | | data: D, |
119 | | splitter: S, |
120 | | } |
121 | | |
122 | | impl<D: Debug, S> Debug for Split<D, S> { |
123 | 0 | fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { |
124 | 0 | f.debug_struct("Split").field("data", &self.data).finish() |
125 | 0 | } |
126 | | } |
127 | | |
128 | | impl<D, S> ParallelIterator for Split<D, S> |
129 | | where |
130 | | D: Send, |
131 | | S: Fn(D) -> (D, Option<D>) + Sync + Send, |
132 | | { |
133 | | type Item = D; |
134 | | |
135 | 0 | fn drive_unindexed<C>(self, consumer: C) -> C::Result |
136 | 0 | where |
137 | 0 | C: UnindexedConsumer<Self::Item>, |
138 | | { |
139 | 0 | let producer = SplitProducer { |
140 | 0 | data: self.data, |
141 | 0 | splitter: &self.splitter, |
142 | 0 | }; |
143 | 0 | bridge_unindexed(producer, consumer) |
144 | 0 | } |
145 | | } |
146 | | |
147 | | struct SplitProducer<'a, D, S> { |
148 | | data: D, |
149 | | splitter: &'a S, |
150 | | } |
151 | | |
152 | | impl<'a, D, S> UnindexedProducer for SplitProducer<'a, D, S> |
153 | | where |
154 | | D: Send, |
155 | | S: Fn(D) -> (D, Option<D>) + Sync, |
156 | | { |
157 | | type Item = D; |
158 | | |
159 | 0 | fn split(mut self) -> (Self, Option<Self>) { |
160 | 0 | let splitter = self.splitter; |
161 | 0 | let (left, right) = splitter(self.data); |
162 | 0 | self.data = left; |
163 | 0 | (self, right.map(|data| SplitProducer { data, splitter })) |
164 | 0 | } |
165 | | |
166 | 0 | fn fold_with<F>(self, folder: F) -> F |
167 | 0 | where |
168 | 0 | F: Folder<Self::Item>, |
169 | | { |
170 | 0 | folder.consume(self.data) |
171 | 0 | } |
172 | | } |