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<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1.0"><meta name="generator" content="rustdoc"><meta name="description" content="API documentation for the Rust `ParallelSliceMut` trait in crate `rayon`."><meta name="keywords" content="rust, rustlang, rust-lang, ParallelSliceMut"><title>rayon::slice::ParallelSliceMut - Rust</title><link rel="stylesheet" type="text/css" href="../../normalize.css"><link rel="stylesheet" type="text/css" href="../../rustdoc.css" id="mainThemeStyle"><link rel="stylesheet" type="text/css" href="../../dark.css"><link rel="stylesheet" type="text/css" href="../../light.css" id="themeStyle"><script src="../../storage.js"></script></head><body class="rustdoc trait"><!--[if lte IE 8]><div class="warning">This old browser is unsupported and will most likely display funky things.</div><![endif]--><nav class="sidebar"><div class="sidebar-menu">☰</div><p class='location'>Trait ParallelSliceMut</p><div class="sidebar-elems"><div class="block items"><a class="sidebar-title" href="#required-methods">Required Methods</a><div class="sidebar-links"><a href="#tymethod.as_parallel_slice_mut">as_parallel_slice_mut</a></div><a class="sidebar-title" href="#provided-methods">Provided Methods</a><div class="sidebar-links"><a href="#method.par_split_mut">par_split_mut</a><a href="#method.par_chunks_mut">par_chunks_mut</a><a href="#method.par_sort">par_sort</a><a href="#method.par_sort_by">par_sort_by</a><a href="#method.par_sort_by_key">par_sort_by_key</a><a href="#method.par_sort_unstable">par_sort_unstable</a><a href="#method.par_sort_unstable_by">par_sort_unstable_by</a><a href="#method.par_sort_unstable_by_key">par_sort_unstable_by_key</a></div><a class="sidebar-title" href="#foreign-impls">Implementations on Foreign Types</a><div class="sidebar-links"><a href="#impl-ParallelSliceMut%3CT%3E">[T]</a></div><a class="sidebar-title" href="#implementors">Implementors</a></div><p class='location'><a href='../index.html'>rayon</a>::<wbr><a href='index.html'>slice</a></p><script>window.sidebarCurrent = {name: 'ParallelSliceMut', ty: 'trait', relpath: ''};</script><script defer src="sidebar-items.js"></script></div></nav><div class="theme-picker"><button id="theme-picker" aria-label="Pick another theme!"><img src="../../brush.svg" width="18" alt="Pick another theme!"></button><div id="theme-choices"></div></div><script src="../../theme.js"></script><nav class="sub"><form class="search-form js-only"><div class="search-container"><input class="search-input" name="search" autocomplete="off" placeholder="Click or press ‘S’ to search, ‘?’ for more options…" type="search"><a id="settings-menu" href="../../settings.html"><img src="../../wheel.svg" width="18" alt="Change settings"></a></div></form></nav><section id="main" class="content"><h1 class='fqn'><span class='in-band'>Trait <a href='../index.html'>rayon</a>::<wbr><a href='index.html'>slice</a>::<wbr><a class="trait" href=''>ParallelSliceMut</a></span><span class='out-of-band'><span id='render-detail'><a id="toggle-all-docs" href="javascript:void(0)" title="collapse all docs">[<span class='inner'>−</span>]</a></span><a class='srclink' href='../../src/rayon/slice/mod.rs.html#101-394' title='goto source code'>[src]</a></span></h1><div class="docblock type-decl"><pre class='rust trait'>pub trait ParallelSliceMut<T: <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Send.html" title="trait core::marker::Send">Send</a>> {
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fn <a href='#tymethod.as_parallel_slice_mut' class='fnname'>as_parallel_slice_mut</a>(&mut self) -> <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&mut [T]</a>;
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fn <a href='#method.par_split_mut' class='fnname'>par_split_mut</a><P>(&mut self, separator: P) -> <a class="struct" href="../../rayon/slice/struct.SplitMut.html" title="struct rayon::slice::SplitMut">SplitMut</a><T, P><br> <span class="where">where<br> P: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.bool.html">bool</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Send.html" title="trait core::marker::Send">Send</a></span>,
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{ ... }
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<div class='item-spacer'></div> fn <a href='#method.par_chunks_mut' class='fnname'>par_chunks_mut</a>(&mut self, chunk_size: <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.usize.html">usize</a>) -> <a class="struct" href="../../rayon/slice/struct.ChunksMut.html" title="struct rayon::slice::ChunksMut">ChunksMut</a><T> { ... }
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<div class='item-spacer'></div> fn <a href='#method.par_sort' class='fnname'>par_sort</a>(&mut self)<br> <span class="where">where<br> T: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a></span>,
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{ ... }
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<div class='item-spacer'></div> fn <a href='#method.par_sort_by' class='fnname'>par_sort_by</a><F>(&mut self, compare: F)<br> <span class="where">where<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T, <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="enum" href="https://doc.rust-lang.org/nightly/core/cmp/enum.Ordering.html" title="enum core::cmp::Ordering">Ordering</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a></span>,
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{ ... }
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<div class='item-spacer'></div> fn <a href='#method.par_sort_by_key' class='fnname'>par_sort_by_key</a><B, F>(&mut self, f: F)<br> <span class="where">where<br> B: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>,<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> B + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a></span>,
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{ ... }
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<div class='item-spacer'></div> fn <a href='#method.par_sort_unstable' class='fnname'>par_sort_unstable</a>(&mut self)<br> <span class="where">where<br> T: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a></span>,
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{ ... }
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<div class='item-spacer'></div> fn <a href='#method.par_sort_unstable_by' class='fnname'>par_sort_unstable_by</a><F>(&mut self, compare: F)<br> <span class="where">where<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T, <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="enum" href="https://doc.rust-lang.org/nightly/core/cmp/enum.Ordering.html" title="enum core::cmp::Ordering">Ordering</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a></span>,
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{ ... }
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<div class='item-spacer'></div> fn <a href='#method.par_sort_unstable_by_key' class='fnname'>par_sort_unstable_by_key</a><B, F>(&mut self, f: F)<br> <span class="where">where<br> B: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>,<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> B + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a></span>,
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{ ... }
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}</pre></div><div class='docblock'><p>Parallel extensions for mutable slices.</p>
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</div>
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<h2 id='required-methods' class='small-section-header'>
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Required Methods<a href='#required-methods' class='anchor'></a>
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</h2>
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<div class='methods'>
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<div class="important-traits"><div class='tooltip'>ⓘ<span class='tooltiptext'>Important traits for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&'a mut [</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.u8.html">u8</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></span></div><div class="content hidden"><h3 class="important">Important traits for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&'a mut [</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.u8.html">u8</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></h3><code class="content"><span class="where fmt-newline">impl<'a> <a class="trait" href="https://doc.rust-lang.org/nightly/std/io/trait.Write.html" title="trait std::io::Write">Write</a> for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&'a mut [</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.u8.html">u8</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></span><span class="where fmt-newline">impl<'a> <a class="trait" href="https://doc.rust-lang.org/nightly/std/io/trait.Read.html" title="trait std::io::Read">Read</a> for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&'a [</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.u8.html">u8</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></span></code></div></div><h3 id='tymethod.as_parallel_slice_mut' class='method'><span id='as_parallel_slice_mut.v' class='invisible'><code>fn <a href='#tymethod.as_parallel_slice_mut' class='fnname'>as_parallel_slice_mut</a>(&mut self) -> <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&mut [T]</a></code></span></h3><div class='docblock'><p>Returns a plain mutable slice, which is used to implement the rest of
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the parallel methods.</p>
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</div></div>
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<h2 id='provided-methods' class='small-section-header'>
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Provided Methods<a href='#provided-methods' class='anchor'></a>
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</h2>
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<div class='methods'>
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<h3 id='method.par_split_mut' class='method'><span id='par_split_mut.v' class='invisible'><code>fn <a href='#method.par_split_mut' class='fnname'>par_split_mut</a><P>(&mut self, separator: P) -> <a class="struct" href="../../rayon/slice/struct.SplitMut.html" title="struct rayon::slice::SplitMut">SplitMut</a><T, P> <span class="where fmt-newline">where<br> P: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.bool.html">bool</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Send.html" title="trait core::marker::Send">Send</a>, </span></code></span></h3><div class='docblock'><p>Returns a parallel iterator over mutable subslices separated by
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elements that match the separator.</p>
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<h1 id="examples" class="section-header"><a href="#examples">Examples</a></h1>
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<pre class="rust rust-example-rendered">
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<span class="kw">use</span> <span class="ident">rayon</span>::<span class="ident">prelude</span>::<span class="kw-2">*</span>;
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<span class="kw">let</span> <span class="kw-2">mut</span> <span class="ident">array</span> <span class="op">=</span> [<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">0</span>, <span class="number">2</span>, <span class="number">4</span>, <span class="number">8</span>, <span class="number">0</span>, <span class="number">3</span>, <span class="number">6</span>, <span class="number">9</span>];
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<span class="ident">array</span>.<span class="ident">par_split_mut</span>(<span class="op">|</span><span class="ident">i</span><span class="op">|</span> <span class="kw-2">*</span><span class="ident">i</span> <span class="op">==</span> <span class="number">0</span>)
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.<span class="ident">for_each</span>(<span class="op">|</span><span class="ident">slice</span><span class="op">|</span> <span class="ident">slice</span>.<span class="ident">reverse</span>());
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<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">array</span>, [<span class="number">3</span>, <span class="number">2</span>, <span class="number">1</span>, <span class="number">0</span>, <span class="number">8</span>, <span class="number">4</span>, <span class="number">2</span>, <span class="number">0</span>, <span class="number">9</span>, <span class="number">6</span>, <span class="number">3</span>]);</pre>
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</div><h3 id='method.par_chunks_mut' class='method'><span id='par_chunks_mut.v' class='invisible'><code>fn <a href='#method.par_chunks_mut' class='fnname'>par_chunks_mut</a>(&mut self, chunk_size: <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.usize.html">usize</a>) -> <a class="struct" href="../../rayon/slice/struct.ChunksMut.html" title="struct rayon::slice::ChunksMut">ChunksMut</a><T></code></span></h3><div class='docblock'><p>Returns a parallel iterator over at most <code>chunk_size</code> elements of
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<code>self</code> at a time. The chunks are mutable and do not overlap.</p>
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<p>If the number of elements in the iterator is not divisible by
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<code>chunk_size</code>, the last chunk may be shorter than <code>chunk_size</code>. All
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other chunks will have that exact length.</p>
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<h1 id="examples-1" class="section-header"><a href="#examples-1">Examples</a></h1>
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<pre class="rust rust-example-rendered">
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<span class="kw">use</span> <span class="ident">rayon</span>::<span class="ident">prelude</span>::<span class="kw-2">*</span>;
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<span class="kw">let</span> <span class="kw-2">mut</span> <span class="ident">array</span> <span class="op">=</span> [<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">4</span>, <span class="number">5</span>];
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<span class="ident">array</span>.<span class="ident">par_chunks_mut</span>(<span class="number">2</span>)
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.<span class="ident">for_each</span>(<span class="op">|</span><span class="ident">slice</span><span class="op">|</span> <span class="ident">slice</span>.<span class="ident">reverse</span>());
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<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">array</span>, [<span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">5</span>]);</pre>
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</div><h3 id='method.par_sort' class='method'><span id='par_sort.v' class='invisible'><code>fn <a href='#method.par_sort' class='fnname'>par_sort</a>(&mut self) <span class="where fmt-newline">where<br> T: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>, </span></code></span></h3><div class='docblock'><p>Sorts the slice in parallel.</p>
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<p>This sort is stable (i.e. does not reorder equal elements) and <code>O(n log n)</code> worst-case.</p>
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<p>When applicable, unstable sorting is preferred because it is generally faster than stable
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sorting and it doesn't allocate auxiliary memory.
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See <a href="#method.par_sort_unstable"><code>par_sort_unstable</code></a>.</p>
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<h1 id="current-implementation" class="section-header"><a href="#current-implementation">Current implementation</a></h1>
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<p>The current algorithm is an adaptive merge sort inspired by
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<a href="https://en.wikipedia.org/wiki/Timsort">timsort</a>.
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It is designed to be very fast in cases where the slice is nearly sorted, or consists of
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two or more sorted sequences concatenated one after another.</p>
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<p>Also, it allocates temporary storage the same size as <code>self</code>, but for very short slices a
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non-allocating insertion sort is used instead.</p>
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<p>In order to sort the slice in parallel, the slice is first divided into smaller chunks and
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all chunks are sorted in parallel. Then, adjacent chunks that together form non-descending
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or descending runs are concatenated. Finally, the remaining chunks are merged together using
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parallel subdivision of chunks and parallel merge operation.</p>
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<h1 id="examples-2" class="section-header"><a href="#examples-2">Examples</a></h1>
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<pre class="rust rust-example-rendered">
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<span class="kw">use</span> <span class="ident">rayon</span>::<span class="ident">prelude</span>::<span class="kw-2">*</span>;
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<span class="kw">let</span> <span class="kw-2">mut</span> <span class="ident">v</span> <span class="op">=</span> [<span class="op">-</span><span class="number">5</span>, <span class="number">4</span>, <span class="number">1</span>, <span class="op">-</span><span class="number">3</span>, <span class="number">2</span>];
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<span class="ident">v</span>.<span class="ident">par_sort</span>();
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<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">v</span>, [<span class="op">-</span><span class="number">5</span>, <span class="op">-</span><span class="number">3</span>, <span class="number">1</span>, <span class="number">2</span>, <span class="number">4</span>]);</pre>
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</div><h3 id='method.par_sort_by' class='method'><span id='par_sort_by.v' class='invisible'><code>fn <a href='#method.par_sort_by' class='fnname'>par_sort_by</a><F>(&mut self, compare: F) <span class="where fmt-newline">where<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T, <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="enum" href="https://doc.rust-lang.org/nightly/core/cmp/enum.Ordering.html" title="enum core::cmp::Ordering">Ordering</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a>, </span></code></span></h3><div class='docblock'><p>Sorts the slice in parallel with a comparator function.</p>
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<p>This sort is stable (i.e. does not reorder equal elements) and <code>O(n log n)</code> worst-case.</p>
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<p>When applicable, unstable sorting is preferred because it is generally faster than stable
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sorting and it doesn't allocate auxiliary memory.
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See <a href="#method.par_sort_unstable_by"><code>par_sort_unstable_by</code></a>.</p>
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<h1 id="current-implementation-1" class="section-header"><a href="#current-implementation-1">Current implementation</a></h1>
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<p>The current algorithm is an adaptive merge sort inspired by
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||
<a href="https://en.wikipedia.org/wiki/Timsort">timsort</a>.
|
||
It is designed to be very fast in cases where the slice is nearly sorted, or consists of
|
||
two or more sorted sequences concatenated one after another.</p>
|
||
<p>Also, it allocates temporary storage the same size as <code>self</code>, but for very short slices a
|
||
non-allocating insertion sort is used instead.</p>
|
||
<p>In order to sort the slice in parallel, the slice is first divided into smaller chunks and
|
||
all chunks are sorted in parallel. Then, adjacent chunks that together form non-descending
|
||
or descending runs are concatenated. Finally, the remaining chunks are merged together using
|
||
parallel subdivision of chunks and parallel merge operation.</p>
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<h1 id="examples-3" class="section-header"><a href="#examples-3">Examples</a></h1>
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<pre class="rust rust-example-rendered">
|
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<span class="kw">use</span> <span class="ident">rayon</span>::<span class="ident">prelude</span>::<span class="kw-2">*</span>;
|
||
|
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<span class="kw">let</span> <span class="kw-2">mut</span> <span class="ident">v</span> <span class="op">=</span> [<span class="number">5</span>, <span class="number">4</span>, <span class="number">1</span>, <span class="number">3</span>, <span class="number">2</span>];
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<span class="ident">v</span>.<span class="ident">par_sort_by</span>(<span class="op">|</span><span class="ident">a</span>, <span class="ident">b</span><span class="op">|</span> <span class="ident">a</span>.<span class="ident">cmp</span>(<span class="ident">b</span>));
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<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">v</span>, [<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">4</span>, <span class="number">5</span>]);
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<span class="comment">// reverse sorting</span>
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<span class="ident">v</span>.<span class="ident">par_sort_by</span>(<span class="op">|</span><span class="ident">a</span>, <span class="ident">b</span><span class="op">|</span> <span class="ident">b</span>.<span class="ident">cmp</span>(<span class="ident">a</span>));
|
||
<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">v</span>, [<span class="number">5</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">1</span>]);</pre>
|
||
</div><h3 id='method.par_sort_by_key' class='method'><span id='par_sort_by_key.v' class='invisible'><code>fn <a href='#method.par_sort_by_key' class='fnname'>par_sort_by_key</a><B, F>(&mut self, f: F) <span class="where fmt-newline">where<br> B: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>,<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> B + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a>, </span></code></span></h3><div class='docblock'><p>Sorts the slice in parallel with a key extraction function.</p>
|
||
<p>This sort is stable (i.e. does not reorder equal elements) and <code>O(n log n)</code> worst-case.</p>
|
||
<p>When applicable, unstable sorting is preferred because it is generally faster than stable
|
||
sorting and it doesn't allocate auxiliary memory.
|
||
See <a href="#method.par_sort_unstable_by_key"><code>par_sort_unstable_by_key</code></a>.</p>
|
||
<h1 id="current-implementation-2" class="section-header"><a href="#current-implementation-2">Current implementation</a></h1>
|
||
<p>The current algorithm is an adaptive merge sort inspired by
|
||
<a href="https://en.wikipedia.org/wiki/Timsort">timsort</a>.
|
||
It is designed to be very fast in cases where the slice is nearly sorted, or consists of
|
||
two or more sorted sequences concatenated one after another.</p>
|
||
<p>Also, it allocates temporary storage the same size as <code>self</code>, but for very short slices a
|
||
non-allocating insertion sort is used instead.</p>
|
||
<p>In order to sort the slice in parallel, the slice is first divided into smaller chunks and
|
||
all chunks are sorted in parallel. Then, adjacent chunks that together form non-descending
|
||
or descending runs are concatenated. Finally, the remaining chunks are merged together using
|
||
parallel subdivision of chunks and parallel merge operation.</p>
|
||
<h1 id="examples-4" class="section-header"><a href="#examples-4">Examples</a></h1>
|
||
<pre class="rust rust-example-rendered">
|
||
<span class="kw">use</span> <span class="ident">rayon</span>::<span class="ident">prelude</span>::<span class="kw-2">*</span>;
|
||
|
||
<span class="kw">let</span> <span class="kw-2">mut</span> <span class="ident">v</span> <span class="op">=</span> [<span class="op">-</span><span class="number">5i32</span>, <span class="number">4</span>, <span class="number">1</span>, <span class="op">-</span><span class="number">3</span>, <span class="number">2</span>];
|
||
|
||
<span class="ident">v</span>.<span class="ident">par_sort_by_key</span>(<span class="op">|</span><span class="ident">k</span><span class="op">|</span> <span class="ident">k</span>.<span class="ident">abs</span>());
|
||
<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">v</span>, [<span class="number">1</span>, <span class="number">2</span>, <span class="op">-</span><span class="number">3</span>, <span class="number">4</span>, <span class="op">-</span><span class="number">5</span>]);</pre>
|
||
</div><h3 id='method.par_sort_unstable' class='method'><span id='par_sort_unstable.v' class='invisible'><code>fn <a href='#method.par_sort_unstable' class='fnname'>par_sort_unstable</a>(&mut self) <span class="where fmt-newline">where<br> T: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>, </span></code></span></h3><div class='docblock'><p>Sorts the slice in parallel, but may not preserve the order of equal elements.</p>
|
||
<p>This sort is unstable (i.e. may reorder equal elements), in-place (i.e. does not allocate),
|
||
and <code>O(n log n)</code> worst-case.</p>
|
||
<h1 id="current-implementation-3" class="section-header"><a href="#current-implementation-3">Current implementation</a></h1>
|
||
<p>The current algorithm is based on Orson Peters' <a href="https://github.com/orlp/pdqsort">pattern-defeating quicksort</a>,
|
||
which is a quicksort variant designed to be very fast on certain kinds of patterns,
|
||
sometimes achieving linear time. It is randomized but deterministic, and falls back to
|
||
heapsort on degenerate inputs.</p>
|
||
<p>It is generally faster than stable sorting, except in a few special cases, e.g. when the
|
||
slice consists of several concatenated sorted sequences.</p>
|
||
<p>All quicksorts work in two stages: partitioning into two halves followed by recursive
|
||
calls. The partitioning phase is sequential, but the two recursive calls are performed in
|
||
parallel.</p>
|
||
<h1 id="examples-5" class="section-header"><a href="#examples-5">Examples</a></h1>
|
||
<pre class="rust rust-example-rendered">
|
||
<span class="kw">use</span> <span class="ident">rayon</span>::<span class="ident">prelude</span>::<span class="kw-2">*</span>;
|
||
|
||
<span class="kw">let</span> <span class="kw-2">mut</span> <span class="ident">v</span> <span class="op">=</span> [<span class="op">-</span><span class="number">5</span>, <span class="number">4</span>, <span class="number">1</span>, <span class="op">-</span><span class="number">3</span>, <span class="number">2</span>];
|
||
|
||
<span class="ident">v</span>.<span class="ident">par_sort_unstable</span>();
|
||
<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">v</span>, [<span class="op">-</span><span class="number">5</span>, <span class="op">-</span><span class="number">3</span>, <span class="number">1</span>, <span class="number">2</span>, <span class="number">4</span>]);</pre>
|
||
</div><h3 id='method.par_sort_unstable_by' class='method'><span id='par_sort_unstable_by.v' class='invisible'><code>fn <a href='#method.par_sort_unstable_by' class='fnname'>par_sort_unstable_by</a><F>(&mut self, compare: F) <span class="where fmt-newline">where<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T, <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="enum" href="https://doc.rust-lang.org/nightly/core/cmp/enum.Ordering.html" title="enum core::cmp::Ordering">Ordering</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a>, </span></code></span></h3><div class='docblock'><p>Sorts the slice in parallel with a comparator function, but may not preserve the order of
|
||
equal elements.</p>
|
||
<p>This sort is unstable (i.e. may reorder equal elements), in-place (i.e. does not allocate),
|
||
and <code>O(n log n)</code> worst-case.</p>
|
||
<h1 id="current-implementation-4" class="section-header"><a href="#current-implementation-4">Current implementation</a></h1>
|
||
<p>The current algorithm is based on Orson Peters' <a href="https://github.com/orlp/pdqsort">pattern-defeating quicksort</a>,
|
||
which is a quicksort variant designed to be very fast on certain kinds of patterns,
|
||
sometimes achieving linear time. It is randomized but deterministic, and falls back to
|
||
heapsort on degenerate inputs.</p>
|
||
<p>It is generally faster than stable sorting, except in a few special cases, e.g. when the
|
||
slice consists of several concatenated sorted sequences.</p>
|
||
<p>All quicksorts work in two stages: partitioning into two halves followed by recursive
|
||
calls. The partitioning phase is sequential, but the two recursive calls are performed in
|
||
parallel.</p>
|
||
<h1 id="examples-6" class="section-header"><a href="#examples-6">Examples</a></h1>
|
||
<pre class="rust rust-example-rendered">
|
||
<span class="kw">use</span> <span class="ident">rayon</span>::<span class="ident">prelude</span>::<span class="kw-2">*</span>;
|
||
|
||
<span class="kw">let</span> <span class="kw-2">mut</span> <span class="ident">v</span> <span class="op">=</span> [<span class="number">5</span>, <span class="number">4</span>, <span class="number">1</span>, <span class="number">3</span>, <span class="number">2</span>];
|
||
<span class="ident">v</span>.<span class="ident">par_sort_unstable_by</span>(<span class="op">|</span><span class="ident">a</span>, <span class="ident">b</span><span class="op">|</span> <span class="ident">a</span>.<span class="ident">cmp</span>(<span class="ident">b</span>));
|
||
<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">v</span>, [<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">4</span>, <span class="number">5</span>]);
|
||
|
||
<span class="comment">// reverse sorting</span>
|
||
<span class="ident">v</span>.<span class="ident">par_sort_unstable_by</span>(<span class="op">|</span><span class="ident">a</span>, <span class="ident">b</span><span class="op">|</span> <span class="ident">b</span>.<span class="ident">cmp</span>(<span class="ident">a</span>));
|
||
<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">v</span>, [<span class="number">5</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">1</span>]);</pre>
|
||
</div><h3 id='method.par_sort_unstable_by_key' class='method'><span id='par_sort_unstable_by_key.v' class='invisible'><code>fn <a href='#method.par_sort_unstable_by_key' class='fnname'>par_sort_unstable_by_key</a><B, F>(&mut self, f: F) <span class="where fmt-newline">where<br> B: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>,<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> B + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a>, </span></code></span></h3><div class='docblock'><p>Sorts the slice in parallel with a key extraction function, but may not preserve the order
|
||
of equal elements.</p>
|
||
<p>This sort is unstable (i.e. may reorder equal elements), in-place (i.e. does not allocate),
|
||
and <code>O(n log n)</code> worst-case.</p>
|
||
<h1 id="current-implementation-5" class="section-header"><a href="#current-implementation-5">Current implementation</a></h1>
|
||
<p>The current algorithm is based on Orson Peters' <a href="https://github.com/orlp/pdqsort">pattern-defeating quicksort</a>,
|
||
which is a quicksort variant designed to be very fast on certain kinds of patterns,
|
||
sometimes achieving linear time. It is randomized but deterministic, and falls back to
|
||
heapsort on degenerate inputs.</p>
|
||
<p>It is generally faster than stable sorting, except in a few special cases, e.g. when the
|
||
slice consists of several concatenated sorted sequences.</p>
|
||
<p>All quicksorts work in two stages: partitioning into two halves followed by recursive
|
||
calls. The partitioning phase is sequential, but the two recursive calls are performed in
|
||
parallel.</p>
|
||
<h1 id="examples-7" class="section-header"><a href="#examples-7">Examples</a></h1>
|
||
<pre class="rust rust-example-rendered">
|
||
<span class="kw">use</span> <span class="ident">rayon</span>::<span class="ident">prelude</span>::<span class="kw-2">*</span>;
|
||
|
||
<span class="kw">let</span> <span class="kw-2">mut</span> <span class="ident">v</span> <span class="op">=</span> [<span class="op">-</span><span class="number">5i32</span>, <span class="number">4</span>, <span class="number">1</span>, <span class="op">-</span><span class="number">3</span>, <span class="number">2</span>];
|
||
|
||
<span class="ident">v</span>.<span class="ident">par_sort_unstable_by_key</span>(<span class="op">|</span><span class="ident">k</span><span class="op">|</span> <span class="ident">k</span>.<span class="ident">abs</span>());
|
||
<span class="macro">assert_eq</span><span class="macro">!</span>(<span class="ident">v</span>, [<span class="number">1</span>, <span class="number">2</span>, <span class="op">-</span><span class="number">3</span>, <span class="number">4</span>, <span class="op">-</span><span class="number">5</span>]);</pre>
|
||
</div></div>
|
||
<h2 id='foreign-impls' class='small-section-header'>
|
||
Implementations on Foreign Types<a href='#foreign-impls' class='anchor'></a>
|
||
</h2>
|
||
<h3 id='impl-ParallelSliceMut%3CT%3E' class='impl'><span class='in-band'><table class='table-display'><tbody><tr><td><code>impl<T: <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Send.html" title="trait core::marker::Send">Send</a>> <a class="trait" href="../../rayon/slice/trait.ParallelSliceMut.html" title="trait rayon::slice::ParallelSliceMut">ParallelSliceMut</a><T> for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">[</a>T<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></code><a href='#impl-ParallelSliceMut%3CT%3E' class='anchor'></a></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#396-401' title='goto source code'>[src]</a></span></td></tr></tbody></table></h3><span class='docblock autohide'><div class='impl-items'><h4 id='method.as_parallel_slice_mut' class="method"><div class="important-traits"><div class='tooltip'>ⓘ<span class='tooltiptext'>Important traits for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&'a mut [</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.u8.html">u8</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></span></div><div class="content hidden"><h3 class="important">Important traits for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&'a mut [</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.u8.html">u8</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></h3><code class="content"><span class="where fmt-newline">impl<'a> <a class="trait" href="https://doc.rust-lang.org/nightly/std/io/trait.Write.html" title="trait std::io::Write">Write</a> for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&'a mut [</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.u8.html">u8</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></span><span class="where fmt-newline">impl<'a> <a class="trait" href="https://doc.rust-lang.org/nightly/std/io/trait.Read.html" title="trait std::io::Read">Read</a> for <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&'a [</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.u8.html">u8</a><a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">]</a></span></code></div></div><span id='as_parallel_slice_mut.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='#method.as_parallel_slice_mut' class='fnname'>as_parallel_slice_mut</a>(&mut self) -> <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.slice.html">&mut [T]</a></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#398-400' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4><h4 id='method.par_split_mut-1' class="method"><span id='par_split_mut.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='../../rayon/slice/trait.ParallelSliceMut.html#method.par_split_mut' class='fnname'>par_split_mut</a><P>(&mut self, separator: P) -> <a class="struct" href="../../rayon/slice/struct.SplitMut.html" title="struct rayon::slice::SplitMut">SplitMut</a><T, P> <span class="where fmt-newline">where<br> P: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.bool.html">bool</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Send.html" title="trait core::marker::Send">Send</a>, </span></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#118-125' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4><h4 id='method.par_chunks_mut-1' class="method"><span id='par_chunks_mut.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='../../rayon/slice/trait.ParallelSliceMut.html#method.par_chunks_mut' class='fnname'>par_chunks_mut</a>(&mut self, chunk_size: <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.usize.html">usize</a>) -> <a class="struct" href="../../rayon/slice/struct.ChunksMut.html" title="struct rayon::slice::ChunksMut">ChunksMut</a><T></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#143-149' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4><h4 id='method.par_sort-1' class="method"><span id='par_sort.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='../../rayon/slice/trait.ParallelSliceMut.html#method.par_sort' class='fnname'>par_sort</a>(&mut self) <span class="where fmt-newline">where<br> T: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>, </span></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#184-189' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4><h4 id='method.par_sort_by-1' class="method"><span id='par_sort_by.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='../../rayon/slice/trait.ParallelSliceMut.html#method.par_sort_by' class='fnname'>par_sort_by</a><F>(&mut self, compare: F) <span class="where fmt-newline">where<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T, <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="enum" href="https://doc.rust-lang.org/nightly/core/cmp/enum.Ordering.html" title="enum core::cmp::Ordering">Ordering</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a>, </span></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#227-232' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4><h4 id='method.par_sort_by_key-1' class="method"><span id='par_sort_by_key.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='../../rayon/slice/trait.ParallelSliceMut.html#method.par_sort_by_key' class='fnname'>par_sort_by_key</a><B, F>(&mut self, f: F) <span class="where fmt-newline">where<br> B: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>,<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> B + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a>, </span></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#267-273' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4><h4 id='method.par_sort_unstable-1' class="method"><span id='par_sort_unstable.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='../../rayon/slice/trait.ParallelSliceMut.html#method.par_sort_unstable' class='fnname'>par_sort_unstable</a>(&mut self) <span class="where fmt-newline">where<br> T: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>, </span></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#306-311' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4><h4 id='method.par_sort_unstable_by-1' class="method"><span id='par_sort_unstable_by.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='../../rayon/slice/trait.ParallelSliceMut.html#method.par_sort_unstable_by' class='fnname'>par_sort_unstable_by</a><F>(&mut self, compare: F) <span class="where fmt-newline">where<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T, <a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> <a class="enum" href="https://doc.rust-lang.org/nightly/core/cmp/enum.Ordering.html" title="enum core::cmp::Ordering">Ordering</a> + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a>, </span></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#348-353' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4><h4 id='method.par_sort_unstable_by_key-1' class="method"><span id='par_sort_unstable_by_key.v-1' class='invisible'><table class='table-display'><tbody><tr><td><code>fn <a href='../../rayon/slice/trait.ParallelSliceMut.html#method.par_sort_unstable_by_key' class='fnname'>par_sort_unstable_by_key</a><B, F>(&mut self, f: F) <span class="where fmt-newline">where<br> B: <a class="trait" href="https://doc.rust-lang.org/nightly/core/cmp/trait.Ord.html" title="trait core::cmp::Ord">Ord</a>,<br> F: <a class="trait" href="https://doc.rust-lang.org/nightly/core/ops/function/trait.Fn.html" title="trait core::ops::function::Fn">Fn</a>(<a class="primitive" href="https://doc.rust-lang.org/nightly/std/primitive.reference.html">&</a>T) -> B + <a class="trait" href="https://doc.rust-lang.org/nightly/core/marker/trait.Sync.html" title="trait core::marker::Sync">Sync</a>, </span></code></span></td><td><span class='out-of-band'><div class='ghost'></div><a class='srclink' href='../../src/rayon/slice/mod.rs.html#387-393' title='goto source code'>[src]</a></td></tr></tbody></table></span></h4></div></span><h2 id='implementors' class='small-section-header'>Implementors<a href='#implementors' class='anchor'></a></h2><ul class='item-list' id='implementors-list'></ul><script type="text/javascript">window.inlined_types=new Set([]);</script><script type="text/javascript" async
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