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</pre><pre class="rust"><code><span class="doccomment">/// A heuristic frequency based detection of rare bytes for substring search.
///
/// This detector attempts to pick out two bytes in a needle that are predicted
/// to occur least frequently. The purpose is to use these bytes to implement
/// fast candidate search using vectorized code.
///
/// A set of offsets is only computed for needles of length 2 or greater.
/// Smaller needles should be special cased by the substring search algorithm
/// in use. (e.g., Use memchr for single byte needles.)
///
/// Note that we use `u8` to represent the offsets of the rare bytes in a
/// needle to reduce space usage. This means that rare byte occurring after the
/// first 255 bytes in a needle will never be used.
</span><span class="attribute">#[derive(Clone, Copy, Debug, Default)]
</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">struct </span>RareNeedleBytes {
<span class="doccomment">/// The leftmost offset of the rarest byte in the needle, according to
/// pre-computed frequency analysis. The &quot;leftmost offset&quot; means that
/// rare1i &lt;= i for all i where needle[i] == needle[rare1i].
</span>rare1i: u8,
<span class="doccomment">/// The leftmost offset of the second rarest byte in the needle, according
/// to pre-computed frequency analysis. The &quot;leftmost offset&quot; means that
/// rare2i &lt;= i for all i where needle[i] == needle[rare2i].
///
/// The second rarest byte is used as a type of guard for quickly detecting
/// a mismatch if the first byte matches. This is a hedge against
/// pathological cases where the pre-computed frequency analysis may be
/// off. (But of course, does not prevent *all* pathological cases.)
///
/// In general, rare1i != rare2i by construction, although there is no hard
/// requirement that they be different. However, since the case of a single
/// byte needle is handled specially by memchr itself, rare2i generally
/// always should be different from rare1i since it would otherwise be
/// ineffective as a guard.
</span>rare2i: u8,
}
<span class="kw">impl </span>RareNeedleBytes {
<span class="doccomment">/// Create a new pair of rare needle bytes with the given offsets. This is
/// only used in tests for generating input data.
</span><span class="attribute">#[cfg(all(test, feature = <span class="string">&quot;std&quot;</span>))]
</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">fn </span>new(rare1i: u8, rare2i: u8) -&gt; RareNeedleBytes {
RareNeedleBytes { rare1i, rare2i }
}
<span class="doccomment">/// Detect the leftmost offsets of the two rarest bytes in the given
/// needle.
</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">fn </span>forward(needle: <span class="kw-2">&amp;</span>[u8]) -&gt; RareNeedleBytes {
<span class="kw">if </span>needle.len() &lt;= <span class="number">1 </span>|| needle.len() &gt; core::u8::MAX <span class="kw">as </span>usize {
<span class="comment">// For needles bigger than u8::MAX, our offsets aren&#39;t big enough.
// (We make our offsets small to reduce stack copying.)
// If you have a use case for it, please file an issue. In that
// case, we should probably just adjust the routine below to pick
// some rare bytes from the first 255 bytes of the needle.
//
// Also note that for needles of size 0 or 1, they are special
// cased in Two-Way.
//
// TODO: Benchmar this.
</span><span class="kw">return </span>RareNeedleBytes { rare1i: <span class="number">0</span>, rare2i: <span class="number">0 </span>};
}
<span class="comment">// Find the rarest two bytes. We make them distinct by construction.
</span><span class="kw">let </span>(<span class="kw-2">mut </span>rare1, <span class="kw-2">mut </span>rare1i) = (needle[<span class="number">0</span>], <span class="number">0</span>);
<span class="kw">let </span>(<span class="kw-2">mut </span>rare2, <span class="kw-2">mut </span>rare2i) = (needle[<span class="number">1</span>], <span class="number">1</span>);
<span class="kw">if </span>rank(rare2) &lt; rank(rare1) {
core::mem::swap(<span class="kw-2">&amp;mut </span>rare1, <span class="kw-2">&amp;mut </span>rare2);
core::mem::swap(<span class="kw-2">&amp;mut </span>rare1i, <span class="kw-2">&amp;mut </span>rare2i);
}
<span class="kw">for </span>(i, <span class="kw-2">&amp;</span>b) <span class="kw">in </span>needle.iter().enumerate().skip(<span class="number">2</span>) {
<span class="kw">if </span>rank(b) &lt; rank(rare1) {
rare2 = rare1;
rare2i = rare1i;
rare1 = b;
rare1i = i <span class="kw">as </span>u8;
} <span class="kw">else if </span>b != rare1 &amp;&amp; rank(b) &lt; rank(rare2) {
rare2 = b;
rare2i = i <span class="kw">as </span>u8;
}
}
<span class="comment">// While not strictly required, we really don&#39;t want these to be
// equivalent. If they were, it would reduce the effectiveness of
// candidate searching using these rare bytes by increasing the rate of
// false positives.
</span><span class="macro">assert_ne!</span>(rare1i, rare2i);
RareNeedleBytes { rare1i, rare2i }
}
<span class="doccomment">/// Return the rare bytes in the given needle in the forward direction.
/// The needle given must be the same one given to the RareNeedleBytes
/// constructor.
</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">fn </span>as_rare_bytes(<span class="kw-2">&amp;</span><span class="self">self</span>, needle: <span class="kw-2">&amp;</span>[u8]) -&gt; (u8, u8) {
(needle[<span class="self">self</span>.rare1i <span class="kw">as </span>usize], needle[<span class="self">self</span>.rare2i <span class="kw">as </span>usize])
}
<span class="doccomment">/// Return the rare offsets such that the first offset is always &lt;= to the
/// second offset. This is useful when the caller doesn&#39;t care whether
/// rare1 is rarer than rare2, but just wants to ensure that they are
/// ordered with respect to one another.
</span><span class="attribute">#[cfg(memchr_runtime_simd)]
</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">fn </span>as_rare_ordered_usize(<span class="kw-2">&amp;</span><span class="self">self</span>) -&gt; (usize, usize) {
<span class="kw">let </span>(rare1i, rare2i) = <span class="self">self</span>.as_rare_ordered_u8();
(rare1i <span class="kw">as </span>usize, rare2i <span class="kw">as </span>usize)
}
<span class="doccomment">/// Like as_rare_ordered_usize, but returns the offsets as their native
/// u8 values.
</span><span class="attribute">#[cfg(memchr_runtime_simd)]
</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">fn </span>as_rare_ordered_u8(<span class="kw-2">&amp;</span><span class="self">self</span>) -&gt; (u8, u8) {
<span class="kw">if </span><span class="self">self</span>.rare1i &lt;= <span class="self">self</span>.rare2i {
(<span class="self">self</span>.rare1i, <span class="self">self</span>.rare2i)
} <span class="kw">else </span>{
(<span class="self">self</span>.rare2i, <span class="self">self</span>.rare1i)
}
}
<span class="doccomment">/// Return the rare offsets as usize values in the order in which they were
/// constructed. rare1, for example, is constructed as the &quot;rarer&quot; byte,
/// and thus, callers may want to treat it differently from rare2.
</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">fn </span>as_rare_usize(<span class="kw-2">&amp;</span><span class="self">self</span>) -&gt; (usize, usize) {
(<span class="self">self</span>.rare1i <span class="kw">as </span>usize, <span class="self">self</span>.rare2i <span class="kw">as </span>usize)
}
<span class="doccomment">/// Return the byte frequency rank of each byte. The higher the rank, the
/// more frequency the byte is predicted to be. The needle given must be
/// the same one given to the RareNeedleBytes constructor.
</span><span class="kw">pub</span>(<span class="kw">crate</span>) <span class="kw">fn </span>as_ranks(<span class="kw-2">&amp;</span><span class="self">self</span>, needle: <span class="kw-2">&amp;</span>[u8]) -&gt; (usize, usize) {
<span class="kw">let </span>(b1, b2) = <span class="self">self</span>.as_rare_bytes(needle);
(rank(b1), rank(b2))
}
}
<span class="doccomment">/// Return the heuristical frequency rank of the given byte. A lower rank
/// means the byte is believed to occur less frequently.
</span><span class="kw">fn </span>rank(b: u8) -&gt; usize {
<span class="kw">crate</span>::memmem::byte_frequencies::BYTE_FREQUENCIES[b <span class="kw">as </span>usize] <span class="kw">as </span>usize
}
</code></pre></div>
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