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</pre><pre class="rust"><code><span class="kw">use </span>alloc::{vec, vec::Vec};
<span class="kw">use crate</span>::{
packed::pattern::{PatternID, Patterns},
util::search::Match,
};
<span class="doccomment">/// The type of the rolling hash used in the Rabin-Karp algorithm.
</span><span class="kw">type </span>Hash = usize;
<span class="doccomment">/// The number of buckets to store our patterns in. We don&#39;t want this to be
/// too big in order to avoid wasting memory, but we don&#39;t want it to be too
/// small either to avoid spending too much time confirming literals.
///
/// The number of buckets MUST be a power of two. Otherwise, determining the
/// bucket from a hash will slow down the code considerably. Using a power
/// of two means `hash % NUM_BUCKETS` can compile down to a simple `and`
/// instruction.
</span><span class="kw">const </span>NUM_BUCKETS: usize = <span class="number">64</span>;
<span class="doccomment">/// An implementation of the Rabin-Karp algorithm. The main idea of this
/// algorithm is to maintain a rolling hash as it moves through the input, and
/// then check whether that hash corresponds to the same hash for any of the
/// patterns we&#39;re looking for.
///
/// A draw back of naively scaling Rabin-Karp to multiple patterns is that
/// it requires all of the patterns to be the same length, which in turn
/// corresponds to the number of bytes to hash. We adapt this to work for
/// multiple patterns of varying size by fixing the number of bytes to hash
/// to be the length of the smallest pattern. We also split the patterns into
/// several buckets to hopefully make the confirmation step faster.
///
/// Wikipedia has a decent explanation, if a bit heavy on the theory:
/// https://en.wikipedia.org/wiki/Rabin%E2%80%93Karp_algorithm
///
/// But ESMAJ provides something a bit more concrete:
/// https://www-igm.univ-mlv.fr/~lecroq/string/node5.html
</span><span class="attribute">#[derive(Clone, Debug)]
</span><span class="kw">pub struct </span>RabinKarp {
<span class="doccomment">/// The order of patterns in each bucket is significant. Namely, they are
/// arranged such that the first one to match is the correct match. This
/// may not necessarily correspond to the order provided by the caller.
/// For example, if leftmost-longest semantics are used, then the patterns
/// are sorted by their length in descending order. If leftmost-first
/// semantics are used, then the patterns are sorted by their pattern ID
/// in ascending order (which corresponds to the caller&#39;s order).
</span>buckets: Vec&lt;Vec&lt;(Hash, PatternID)&gt;&gt;,
<span class="doccomment">/// The length of the hashing window. Generally, this corresponds to the
/// length of the smallest pattern.
</span>hash_len: usize,
<span class="doccomment">/// The factor to subtract out of a hash before updating it with a new
/// byte.
</span>hash_2pow: usize,
<span class="doccomment">/// The maximum identifier of a pattern. This is used as a sanity check
/// to ensure that the patterns provided by the caller are the same as
/// the patterns that were used to compile the matcher. This sanity check
/// possibly permits safely eliminating bounds checks regardless of what
/// patterns are provided by the caller.
///
/// (Currently, we don&#39;t use this to elide bounds checks since it doesn&#39;t
/// result in a measurable performance improvement, but we do use it for
/// better failure modes.)
</span>max_pattern_id: PatternID,
}
<span class="kw">impl </span>RabinKarp {
<span class="doccomment">/// Compile a new Rabin-Karp matcher from the patterns given.
///
/// This panics if any of the patterns in the collection are empty, or if
/// the collection is itself empty.
</span><span class="kw">pub fn </span>new(patterns: <span class="kw-2">&amp;</span>Patterns) -&gt; RabinKarp {
<span class="macro">assert!</span>(patterns.len() &gt;= <span class="number">1</span>);
<span class="kw">let </span>hash_len = patterns.minimum_len();
<span class="macro">assert!</span>(hash_len &gt;= <span class="number">1</span>);
<span class="kw">let </span><span class="kw-2">mut </span>hash_2pow = <span class="number">1usize</span>;
<span class="kw">for _ in </span><span class="number">1</span>..hash_len {
hash_2pow = hash_2pow.wrapping_shl(<span class="number">1</span>);
}
<span class="kw">let </span><span class="kw-2">mut </span>rk = RabinKarp {
buckets: <span class="macro">vec!</span>[<span class="macro">vec!</span>[]; NUM_BUCKETS],
hash_len,
hash_2pow,
max_pattern_id: patterns.max_pattern_id(),
};
<span class="kw">for </span>(id, pat) <span class="kw">in </span>patterns.iter() {
<span class="kw">let </span>hash = rk.hash(<span class="kw-2">&amp;</span>pat.bytes()[..rk.hash_len]);
<span class="kw">let </span>bucket = hash % NUM_BUCKETS;
rk.buckets[bucket].push((hash, id));
}
rk
}
<span class="doccomment">/// Return the first matching pattern in the given haystack, begining the
/// search at `at`.
</span><span class="kw">pub fn </span>find_at(
<span class="kw-2">&amp;</span><span class="self">self</span>,
patterns: <span class="kw-2">&amp;</span>Patterns,
haystack: <span class="kw-2">&amp;</span>[u8],
<span class="kw-2">mut </span>at: usize,
) -&gt; <span class="prelude-ty">Option</span>&lt;Match&gt; {
<span class="macro">assert_eq!</span>(NUM_BUCKETS, <span class="self">self</span>.buckets.len());
<span class="macro">assert_eq!</span>(
<span class="self">self</span>.max_pattern_id,
patterns.max_pattern_id(),
<span class="string">&quot;Rabin-Karp must be called with same patterns it was built with&quot;</span>,
);
<span class="kw">if </span>at + <span class="self">self</span>.hash_len &gt; haystack.len() {
<span class="kw">return </span><span class="prelude-val">None</span>;
}
<span class="kw">let </span><span class="kw-2">mut </span>hash = <span class="self">self</span>.hash(<span class="kw-2">&amp;</span>haystack[at..at + <span class="self">self</span>.hash_len]);
<span class="kw">loop </span>{
<span class="kw">let </span>bucket = <span class="kw-2">&amp;</span><span class="self">self</span>.buckets[hash % NUM_BUCKETS];
<span class="kw">for </span><span class="kw-2">&amp;</span>(phash, pid) <span class="kw">in </span>bucket {
<span class="kw">if </span>phash == hash {
<span class="kw">if let </span><span class="prelude-val">Some</span>(c) = <span class="self">self</span>.verify(patterns, pid, haystack, at) {
<span class="kw">return </span><span class="prelude-val">Some</span>(c);
}
}
}
<span class="kw">if </span>at + <span class="self">self</span>.hash_len &gt;= haystack.len() {
<span class="kw">return </span><span class="prelude-val">None</span>;
}
hash = <span class="self">self</span>.update_hash(
hash,
haystack[at],
haystack[at + <span class="self">self</span>.hash_len],
);
at += <span class="number">1</span>;
}
}
<span class="doccomment">/// Returns the approximate total amount of heap used by this searcher, in
/// units of bytes.
</span><span class="kw">pub fn </span>memory_usage(<span class="kw-2">&amp;</span><span class="self">self</span>) -&gt; usize {
<span class="kw">let </span>num_patterns = <span class="self">self</span>.max_pattern_id <span class="kw">as </span>usize + <span class="number">1</span>;
<span class="self">self</span>.buckets.len() * core::mem::size_of::&lt;Vec&lt;(Hash, PatternID)&gt;&gt;()
+ num_patterns * core::mem::size_of::&lt;(Hash, PatternID)&gt;()
}
<span class="doccomment">/// Verify whether the pattern with the given id matches at
/// `haystack[at..]`.
///
/// We tag this function as `cold` because it helps improve codegen.
/// Intuitively, it would seem like inlining it would be better. However,
/// the only time this is called and a match is not found is when there
/// there is a hash collision, or when a prefix of a pattern matches but
/// the entire pattern doesn&#39;t match. This is hopefully fairly rare, and
/// if it does occur a lot, it&#39;s going to be slow no matter what we do.
</span><span class="attribute">#[cold]
</span><span class="kw">fn </span>verify(
<span class="kw-2">&amp;</span><span class="self">self</span>,
patterns: <span class="kw-2">&amp;</span>Patterns,
id: PatternID,
haystack: <span class="kw-2">&amp;</span>[u8],
at: usize,
) -&gt; <span class="prelude-ty">Option</span>&lt;Match&gt; {
<span class="kw">let </span>pat = patterns.get(id);
<span class="kw">if </span>pat.is_prefix(<span class="kw-2">&amp;</span>haystack[at..]) {
<span class="prelude-val">Some</span>(Match::must(id <span class="kw">as </span>usize, at..at + pat.len()))
} <span class="kw">else </span>{
<span class="prelude-val">None
</span>}
}
<span class="doccomment">/// Hash the given bytes.
</span><span class="kw">fn </span>hash(<span class="kw-2">&amp;</span><span class="self">self</span>, bytes: <span class="kw-2">&amp;</span>[u8]) -&gt; Hash {
<span class="macro">assert_eq!</span>(<span class="self">self</span>.hash_len, bytes.len());
<span class="kw">let </span><span class="kw-2">mut </span>hash = <span class="number">0usize</span>;
<span class="kw">for </span><span class="kw-2">&amp;</span>b <span class="kw">in </span>bytes {
hash = hash.wrapping_shl(<span class="number">1</span>).wrapping_add(b <span class="kw">as </span>usize);
}
hash
}
<span class="doccomment">/// Update the hash given based on removing `old_byte` at the beginning
/// of some byte string, and appending `new_byte` to the end of that same
/// byte string.
</span><span class="kw">fn </span>update_hash(<span class="kw-2">&amp;</span><span class="self">self</span>, prev: Hash, old_byte: u8, new_byte: u8) -&gt; Hash {
prev.wrapping_sub((old_byte <span class="kw">as </span>usize).wrapping_mul(<span class="self">self</span>.hash_2pow))
.wrapping_shl(<span class="number">1</span>)
.wrapping_add(new_byte <span class="kw">as </span>usize)
}
}
</code></pre></div>
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