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+use crate::arch::all::{
+ packedpair::{HeuristicFrequencyRank, Pair},
+ rabinkarp, twoway,
+};
+
+#[cfg(target_arch = "aarch64")]
+use crate::arch::aarch64::neon::packedpair as neon;
+#[cfg(target_arch = "wasm32")]
+use crate::arch::wasm32::simd128::packedpair as simd128;
+#[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+use crate::arch::x86_64::{
+ avx2::packedpair as avx2, sse2::packedpair as sse2,
+};
+
+/// A "meta" substring searcher.
+///
+/// To a first approximation, this chooses what it believes to be the "best"
+/// substring search implemnetation based on the needle at construction time.
+/// Then, every call to `find` will execute that particular implementation. To
+/// a second approximation, multiple substring search algorithms may be used,
+/// depending on the haystack. For example, for supremely short haystacks,
+/// Rabin-Karp is typically used.
+///
+/// See the documentation on `Prefilter` for an explanation of the dispatching
+/// mechanism. The quick summary is that an enum has too much overhead and
+/// we can't use dynamic dispatch via traits because we need to work in a
+/// core-only environment. (Dynamic dispatch works in core-only, but you
+/// need `&dyn Trait` and we really need a `Box<dyn Trait>` here. The latter
+/// requires `alloc`.) So instead, we use a union and an appropriately paired
+/// free function to read from the correct field on the union and execute the
+/// chosen substring search implementation.
+#[derive(Clone)]
+pub(crate) struct Searcher {
+ call: SearcherKindFn,
+ kind: SearcherKind,
+ rabinkarp: rabinkarp::Finder,
+}
+
+impl Searcher {
+ /// Creates a new "meta" substring searcher that attempts to choose the
+ /// best algorithm based on the needle, heuristics and what the current
+ /// target supports.
+ #[inline]
+ pub(crate) fn new<R: HeuristicFrequencyRank>(
+ prefilter: PrefilterConfig,
+ ranker: R,
+ needle: &[u8],
+ ) -> Searcher {
+ let rabinkarp = rabinkarp::Finder::new(needle);
+ if needle.len() <= 1 {
+ return if needle.is_empty() {
+ trace!("building empty substring searcher");
+ Searcher {
+ call: searcher_kind_empty,
+ kind: SearcherKind { empty: () },
+ rabinkarp,
+ }
+ } else {
+ trace!("building one-byte substring searcher");
+ debug_assert_eq!(1, needle.len());
+ Searcher {
+ call: searcher_kind_one_byte,
+ kind: SearcherKind { one_byte: needle[0] },
+ rabinkarp,
+ }
+ };
+ }
+ let pair = match Pair::with_ranker(needle, &ranker) {
+ Some(pair) => pair,
+ None => return Searcher::twoway(needle, rabinkarp, None),
+ };
+ debug_assert_ne!(
+ pair.index1(),
+ pair.index2(),
+ "pair offsets should not be equivalent"
+ );
+ #[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+ {
+ if let Some(pp) = avx2::Finder::with_pair(needle, pair) {
+ if do_packed_search(needle) {
+ trace!("building x86_64 AVX2 substring searcher");
+ let kind = SearcherKind { avx2: pp };
+ Searcher { call: searcher_kind_avx2, kind, rabinkarp }
+ } else if prefilter.is_none() {
+ Searcher::twoway(needle, rabinkarp, None)
+ } else {
+ let prestrat = Prefilter::avx2(pp, needle);
+ Searcher::twoway(needle, rabinkarp, Some(prestrat))
+ }
+ } else if let Some(pp) = sse2::Finder::with_pair(needle, pair) {
+ if do_packed_search(needle) {
+ trace!("building x86_64 SSE2 substring searcher");
+ let kind = SearcherKind { sse2: pp };
+ Searcher { call: searcher_kind_sse2, kind, rabinkarp }
+ } else if prefilter.is_none() {
+ Searcher::twoway(needle, rabinkarp, None)
+ } else {
+ let prestrat = Prefilter::sse2(pp, needle);
+ Searcher::twoway(needle, rabinkarp, Some(prestrat))
+ }
+ } else if prefilter.is_none() {
+ Searcher::twoway(needle, rabinkarp, None)
+ } else {
+ // We're pretty unlikely to get to this point, but it is
+ // possible to be running on x86_64 without SSE2. Namely, it's
+ // really up to the OS whether it wants to support vector
+ // registers or not.
+ let prestrat = Prefilter::fallback(ranker, pair, needle);
+ Searcher::twoway(needle, rabinkarp, prestrat)
+ }
+ }
+ #[cfg(target_arch = "wasm32")]
+ {
+ if let Some(pp) = simd128::Finder::with_pair(needle, pair) {
+ if do_packed_search(needle) {
+ trace!("building wasm32 simd128 substring searcher");
+ let kind = SearcherKind { simd128: pp };
+ Searcher { call: searcher_kind_simd128, kind, rabinkarp }
+ } else if prefilter.is_none() {
+ Searcher::twoway(needle, rabinkarp, None)
+ } else {
+ let prestrat = Prefilter::simd128(pp, needle);
+ Searcher::twoway(needle, rabinkarp, Some(prestrat))
+ }
+ } else if prefilter.is_none() {
+ Searcher::twoway(needle, rabinkarp, None)
+ } else {
+ let prestrat = Prefilter::fallback(ranker, pair, needle);
+ Searcher::twoway(needle, rabinkarp, prestrat)
+ }
+ }
+ #[cfg(target_arch = "aarch64")]
+ {
+ if let Some(pp) = neon::Finder::with_pair(needle, pair) {
+ if do_packed_search(needle) {
+ trace!("building aarch64 neon substring searcher");
+ let kind = SearcherKind { neon: pp };
+ Searcher { call: searcher_kind_neon, kind, rabinkarp }
+ } else if prefilter.is_none() {
+ Searcher::twoway(needle, rabinkarp, None)
+ } else {
+ let prestrat = Prefilter::neon(pp, needle);
+ Searcher::twoway(needle, rabinkarp, Some(prestrat))
+ }
+ } else if prefilter.is_none() {
+ Searcher::twoway(needle, rabinkarp, None)
+ } else {
+ let prestrat = Prefilter::fallback(ranker, pair, needle);
+ Searcher::twoway(needle, rabinkarp, prestrat)
+ }
+ }
+ #[cfg(not(any(
+ all(target_arch = "x86_64", target_feature = "sse2"),
+ target_arch = "wasm32",
+ target_arch = "aarch64"
+ )))]
+ {
+ if prefilter.is_none() {
+ Searcher::twoway(needle, rabinkarp, None)
+ } else {
+ let prestrat = Prefilter::fallback(ranker, pair, needle);
+ Searcher::twoway(needle, rabinkarp, prestrat)
+ }
+ }
+ }
+
+ /// Creates a new searcher that always uses the Two-Way algorithm. This is
+ /// typically used when vector algorithms are unavailable or inappropriate.
+ /// (For example, when the needle is "too long.")
+ ///
+ /// If a prefilter is given, then the searcher returned will be accelerated
+ /// by the prefilter.
+ #[inline]
+ fn twoway(
+ needle: &[u8],
+ rabinkarp: rabinkarp::Finder,
+ prestrat: Option<Prefilter>,
+ ) -> Searcher {
+ let finder = twoway::Finder::new(needle);
+ match prestrat {
+ None => {
+ trace!("building scalar two-way substring searcher");
+ let kind = SearcherKind { two_way: finder };
+ Searcher { call: searcher_kind_two_way, kind, rabinkarp }
+ }
+ Some(prestrat) => {
+ trace!(
+ "building scalar two-way \
+ substring searcher with a prefilter"
+ );
+ let two_way_with_prefilter =
+ TwoWayWithPrefilter { finder, prestrat };
+ let kind = SearcherKind { two_way_with_prefilter };
+ Searcher {
+ call: searcher_kind_two_way_with_prefilter,
+ kind,
+ rabinkarp,
+ }
+ }
+ }
+ }
+
+ /// Searches the given haystack for the given needle. The needle given
+ /// should be the same as the needle that this finder was initialized
+ /// with.
+ ///
+ /// Inlining this can lead to big wins for latency, and #[inline] doesn't
+ /// seem to be enough in some cases.
+ #[inline(always)]
+ pub(crate) fn find(
+ &self,
+ prestate: &mut PrefilterState,
+ haystack: &[u8],
+ needle: &[u8],
+ ) -> Option<usize> {
+ if haystack.len() < needle.len() {
+ None
+ } else {
+ // SAFETY: By construction, we've ensured that the function
+ // in `self.call` is properly paired with the union used in
+ // `self.kind`.
+ unsafe { (self.call)(self, prestate, haystack, needle) }
+ }
+ }
+}
+
+impl core::fmt::Debug for Searcher {
+ fn fmt(&self, f: &mut core::fmt::Formatter) -> core::fmt::Result {
+ f.debug_struct("Searcher")
+ .field("call", &"<searcher function>")
+ .field("kind", &"<searcher kind union>")
+ .field("rabinkarp", &self.rabinkarp)
+ .finish()
+ }
+}
+
+/// A union indicating one of several possible substring search implementations
+/// that are in active use.
+///
+/// This union should only be read by one of the functions prefixed with
+/// `searcher_kind_`. Namely, the correct function is meant to be paired with
+/// the union by the caller, such that the function always reads from the
+/// designated union field.
+#[derive(Clone, Copy)]
+union SearcherKind {
+ empty: (),
+ one_byte: u8,
+ two_way: twoway::Finder,
+ two_way_with_prefilter: TwoWayWithPrefilter,
+ #[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+ sse2: crate::arch::x86_64::sse2::packedpair::Finder,
+ #[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+ avx2: crate::arch::x86_64::avx2::packedpair::Finder,
+ #[cfg(target_arch = "wasm32")]
+ simd128: crate::arch::wasm32::simd128::packedpair::Finder,
+ #[cfg(target_arch = "aarch64")]
+ neon: crate::arch::aarch64::neon::packedpair::Finder,
+}
+
+/// A two-way substring searcher with a prefilter.
+#[derive(Copy, Clone, Debug)]
+struct TwoWayWithPrefilter {
+ finder: twoway::Finder,
+ prestrat: Prefilter,
+}
+
+/// The type of a substring search function.
+///
+/// # Safety
+///
+/// When using a function of this type, callers must ensure that the correct
+/// function is paired with the value populated in `SearcherKind` union.
+type SearcherKindFn = unsafe fn(
+ searcher: &Searcher,
+ prestate: &mut PrefilterState,
+ haystack: &[u8],
+ needle: &[u8],
+) -> Option<usize>;
+
+/// Reads from the `empty` field of `SearcherKind` to handle the case of
+/// searching for the empty needle. Works on all platforms.
+///
+/// # Safety
+///
+/// Callers must ensure that the `searcher.kind.empty` union field is set.
+unsafe fn searcher_kind_empty(
+ _searcher: &Searcher,
+ _prestate: &mut PrefilterState,
+ _haystack: &[u8],
+ _needle: &[u8],
+) -> Option<usize> {
+ Some(0)
+}
+
+/// Reads from the `one_byte` field of `SearcherKind` to handle the case of
+/// searching for a single byte needle. Works on all platforms.
+///
+/// # Safety
+///
+/// Callers must ensure that the `searcher.kind.one_byte` union field is set.
+unsafe fn searcher_kind_one_byte(
+ searcher: &Searcher,
+ _prestate: &mut PrefilterState,
+ haystack: &[u8],
+ _needle: &[u8],
+) -> Option<usize> {
+ let needle = searcher.kind.one_byte;
+ crate::memchr(needle, haystack)
+}
+
+/// Reads from the `two_way` field of `SearcherKind` to handle the case of
+/// searching for an arbitrary needle without prefilter acceleration. Works on
+/// all platforms.
+///
+/// # Safety
+///
+/// Callers must ensure that the `searcher.kind.two_way` union field is set.
+unsafe fn searcher_kind_two_way(
+ searcher: &Searcher,
+ _prestate: &mut PrefilterState,
+ haystack: &[u8],
+ needle: &[u8],
+) -> Option<usize> {
+ if rabinkarp::is_fast(haystack, needle) {
+ searcher.rabinkarp.find(haystack, needle)
+ } else {
+ searcher.kind.two_way.find(haystack, needle)
+ }
+}
+
+/// Reads from the `two_way_with_prefilter` field of `SearcherKind` to handle
+/// the case of searching for an arbitrary needle with prefilter acceleration.
+/// Works on all platforms.
+///
+/// # Safety
+///
+/// Callers must ensure that the `searcher.kind.two_way_with_prefilter` union
+/// field is set.
+unsafe fn searcher_kind_two_way_with_prefilter(
+ searcher: &Searcher,
+ prestate: &mut PrefilterState,
+ haystack: &[u8],
+ needle: &[u8],
+) -> Option<usize> {
+ if rabinkarp::is_fast(haystack, needle) {
+ searcher.rabinkarp.find(haystack, needle)
+ } else {
+ let TwoWayWithPrefilter { ref finder, ref prestrat } =
+ searcher.kind.two_way_with_prefilter;
+ let pre = Pre { prestate, prestrat };
+ finder.find_with_prefilter(Some(pre), haystack, needle)
+ }
+}
+
+/// Reads from the `sse2` field of `SearcherKind` to execute the x86_64 SSE2
+/// vectorized substring search implementation.
+///
+/// # Safety
+///
+/// Callers must ensure that the `searcher.kind.sse2` union field is set.
+#[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+unsafe fn searcher_kind_sse2(
+ searcher: &Searcher,
+ _prestate: &mut PrefilterState,
+ haystack: &[u8],
+ needle: &[u8],
+) -> Option<usize> {
+ let finder = &searcher.kind.sse2;
+ if haystack.len() < finder.min_haystack_len() {
+ searcher.rabinkarp.find(haystack, needle)
+ } else {
+ finder.find(haystack, needle)
+ }
+}
+
+/// Reads from the `avx2` field of `SearcherKind` to execute the x86_64 AVX2
+/// vectorized substring search implementation.
+///
+/// # Safety
+///
+/// Callers must ensure that the `searcher.kind.avx2` union field is set.
+#[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+unsafe fn searcher_kind_avx2(
+ searcher: &Searcher,
+ _prestate: &mut PrefilterState,
+ haystack: &[u8],
+ needle: &[u8],
+) -> Option<usize> {
+ let finder = &searcher.kind.avx2;
+ if haystack.len() < finder.min_haystack_len() {
+ searcher.rabinkarp.find(haystack, needle)
+ } else {
+ finder.find(haystack, needle)
+ }
+}
+
+/// Reads from the `simd128` field of `SearcherKind` to execute the wasm32
+/// simd128 vectorized substring search implementation.
+///
+/// # Safety
+///
+/// Callers must ensure that the `searcher.kind.simd128` union field is set.
+#[cfg(target_arch = "wasm32")]
+unsafe fn searcher_kind_simd128(
+ searcher: &Searcher,
+ _prestate: &mut PrefilterState,
+ haystack: &[u8],
+ needle: &[u8],
+) -> Option<usize> {
+ let finder = &searcher.kind.simd128;
+ if haystack.len() < finder.min_haystack_len() {
+ searcher.rabinkarp.find(haystack, needle)
+ } else {
+ finder.find(haystack, needle)
+ }
+}
+
+/// Reads from the `neon` field of `SearcherKind` to execute the aarch64 neon
+/// vectorized substring search implementation.
+///
+/// # Safety
+///
+/// Callers must ensure that the `searcher.kind.neon` union field is set.
+#[cfg(target_arch = "aarch64")]
+unsafe fn searcher_kind_neon(
+ searcher: &Searcher,
+ _prestate: &mut PrefilterState,
+ haystack: &[u8],
+ needle: &[u8],
+) -> Option<usize> {
+ let finder = &searcher.kind.neon;
+ if haystack.len() < finder.min_haystack_len() {
+ searcher.rabinkarp.find(haystack, needle)
+ } else {
+ finder.find(haystack, needle)
+ }
+}
+
+/// A reverse substring searcher.
+#[derive(Clone, Debug)]
+pub(crate) struct SearcherRev {
+ kind: SearcherRevKind,
+ rabinkarp: rabinkarp::FinderRev,
+}
+
+/// The kind of the reverse searcher.
+///
+/// For the reverse case, we don't do any SIMD acceleration or prefilters.
+/// There is no specific technical reason why we don't, but rather don't do it
+/// because it's not clear it's worth the extra code to do so. If you have a
+/// use case for it, please file an issue.
+///
+/// We also don't do the union trick as we do with the forward case and
+/// prefilters. Basically for the same reason we don't have prefilters or
+/// vector algorithms for reverse searching: it's not clear it's worth doing.
+/// Please file an issue if you have a compelling use case for fast reverse
+/// substring search.
+#[derive(Clone, Debug)]
+enum SearcherRevKind {
+ Empty,
+ OneByte { needle: u8 },
+ TwoWay { finder: twoway::FinderRev },
+}
+
+impl SearcherRev {
+ /// Creates a new searcher for finding occurrences of the given needle in
+ /// reverse. That is, it reports the last (instead of the first) occurrence
+ /// of a needle in a haystack.
+ #[inline]
+ pub(crate) fn new(needle: &[u8]) -> SearcherRev {
+ let kind = if needle.len() <= 1 {
+ if needle.is_empty() {
+ trace!("building empty reverse substring searcher");
+ SearcherRevKind::Empty
+ } else {
+ trace!("building one-byte reverse substring searcher");
+ debug_assert_eq!(1, needle.len());
+ SearcherRevKind::OneByte { needle: needle[0] }
+ }
+ } else {
+ trace!("building scalar two-way reverse substring searcher");
+ let finder = twoway::FinderRev::new(needle);
+ SearcherRevKind::TwoWay { finder }
+ };
+ let rabinkarp = rabinkarp::FinderRev::new(needle);
+ SearcherRev { kind, rabinkarp }
+ }
+
+ /// Searches the given haystack for the last occurrence of the given
+ /// needle. The needle given should be the same as the needle that this
+ /// finder was initialized with.
+ #[inline]
+ pub(crate) fn rfind(
+ &self,
+ haystack: &[u8],
+ needle: &[u8],
+ ) -> Option<usize> {
+ if haystack.len() < needle.len() {
+ return None;
+ }
+ match self.kind {
+ SearcherRevKind::Empty => Some(haystack.len()),
+ SearcherRevKind::OneByte { needle } => {
+ crate::memrchr(needle, haystack)
+ }
+ SearcherRevKind::TwoWay { ref finder } => {
+ if rabinkarp::is_fast(haystack, needle) {
+ self.rabinkarp.rfind(haystack, needle)
+ } else {
+ finder.rfind(haystack, needle)
+ }
+ }
+ }
+ }
+}
+
+/// Prefilter controls whether heuristics are used to accelerate searching.
+///
+/// A prefilter refers to the idea of detecting candidate matches very quickly,
+/// and then confirming whether those candidates are full matches. This
+/// idea can be quite effective since it's often the case that looking for
+/// candidates can be a lot faster than running a complete substring search
+/// over the entire input. Namely, looking for candidates can be done with
+/// extremely fast vectorized code.
+///
+/// The downside of a prefilter is that it assumes false positives (which are
+/// candidates generated by a prefilter that aren't matches) are somewhat rare
+/// relative to the frequency of full matches. That is, if a lot of false
+/// positives are generated, then it's possible for search time to be worse
+/// than if the prefilter wasn't enabled in the first place.
+///
+/// Another downside of a prefilter is that it can result in highly variable
+/// performance, where some cases are extraordinarily fast and others aren't.
+/// Typically, variable performance isn't a problem, but it may be for your use
+/// case.
+///
+/// The use of prefilters in this implementation does use a heuristic to detect
+/// when a prefilter might not be carrying its weight, and will dynamically
+/// disable its use. Nevertheless, this configuration option gives callers
+/// the ability to disable prefilters if you have knowledge that they won't be
+/// useful.
+#[derive(Clone, Copy, Debug)]
+#[non_exhaustive]
+pub enum PrefilterConfig {
+ /// Never used a prefilter in substring search.
+ None,
+ /// Automatically detect whether a heuristic prefilter should be used. If
+ /// it is used, then heuristics will be used to dynamically disable the
+ /// prefilter if it is believed to not be carrying its weight.
+ Auto,
+}
+
+impl Default for PrefilterConfig {
+ fn default() -> PrefilterConfig {
+ PrefilterConfig::Auto
+ }
+}
+
+impl PrefilterConfig {
+ /// Returns true when this prefilter is set to the `None` variant.
+ fn is_none(&self) -> bool {
+ matches!(*self, PrefilterConfig::None)
+ }
+}
+
+/// The implementation of a prefilter.
+///
+/// This type encapsulates dispatch to one of several possible choices for a
+/// prefilter. Generally speaking, all prefilters have the same approximate
+/// algorithm: they choose a couple of bytes from the needle that are believed
+/// to be rare, use a fast vector algorithm to look for those bytes and return
+/// positions as candidates for some substring search algorithm (currently only
+/// Two-Way) to confirm as a match or not.
+///
+/// The differences between the algorithms are actually at the vector
+/// implementation level. Namely, we need different routines based on both
+/// which target architecture we're on and what CPU features are supported.
+///
+/// The straight-forwardly obvious approach here is to use an enum, and make
+/// `Prefilter::find` do case analysis to determine which algorithm was
+/// selected and invoke it. However, I've observed that this leads to poor
+/// codegen in some cases, especially in latency sensitive benchmarks. That is,
+/// this approach comes with overhead that I wasn't able to eliminate.
+///
+/// The second obvious approach is to use dynamic dispatch with traits. Doing
+/// that in this context where `Prefilter` owns the selection generally
+/// requires heap allocation, and this code is designed to run in core-only
+/// environments.
+///
+/// So we settle on using a union (that's `PrefilterKind`) and a function
+/// pointer (that's `PrefilterKindFn`). We select the right function pointer
+/// based on which field in the union we set, and that function in turn
+/// knows which field of the union to access. The downside of this approach
+/// is that it forces us to think about safety, but the upside is that
+/// there are some nice latency improvements to benchmarks. (Especially the
+/// `memmem/sliceslice/short` benchmark.)
+///
+/// In cases where we've selected a vector algorithm and the haystack given
+/// is too short, we fallback to the scalar version of `memchr` on the
+/// `rarest_byte`. (The scalar version of `memchr` is still better than a naive
+/// byte-at-a-time loop because it will read in `usize`-sized chunks at a
+/// time.)
+#[derive(Clone, Copy)]
+struct Prefilter {
+ call: PrefilterKindFn,
+ kind: PrefilterKind,
+ rarest_byte: u8,
+ rarest_offset: u8,
+}
+
+impl Prefilter {
+ /// Return a "fallback" prefilter, but only if it is believed to be
+ /// effective.
+ #[inline]
+ fn fallback<R: HeuristicFrequencyRank>(
+ ranker: R,
+ pair: Pair,
+ needle: &[u8],
+ ) -> Option<Prefilter> {
+ /// The maximum frequency rank permitted for the fallback prefilter.
+ /// If the rarest byte in the needle has a frequency rank above this
+ /// value, then no prefilter is used if the fallback prefilter would
+ /// otherwise be selected.
+ const MAX_FALLBACK_RANK: u8 = 250;
+
+ trace!("building fallback prefilter");
+ let rarest_offset = pair.index1();
+ let rarest_byte = needle[usize::from(rarest_offset)];
+ let rarest_rank = ranker.rank(rarest_byte);
+ if rarest_rank > MAX_FALLBACK_RANK {
+ None
+ } else {
+ let finder = crate::arch::all::packedpair::Finder::with_pair(
+ needle,
+ pair.clone(),
+ )?;
+ let call = prefilter_kind_fallback;
+ let kind = PrefilterKind { fallback: finder };
+ Some(Prefilter { call, kind, rarest_byte, rarest_offset })
+ }
+ }
+
+ /// Return a prefilter using a x86_64 SSE2 vector algorithm.
+ #[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+ #[inline]
+ fn sse2(finder: sse2::Finder, needle: &[u8]) -> Prefilter {
+ trace!("building x86_64 SSE2 prefilter");
+ let rarest_offset = finder.pair().index1();
+ let rarest_byte = needle[usize::from(rarest_offset)];
+ Prefilter {
+ call: prefilter_kind_sse2,
+ kind: PrefilterKind { sse2: finder },
+ rarest_byte,
+ rarest_offset,
+ }
+ }
+
+ /// Return a prefilter using a x86_64 AVX2 vector algorithm.
+ #[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+ #[inline]
+ fn avx2(finder: avx2::Finder, needle: &[u8]) -> Prefilter {
+ trace!("building x86_64 AVX2 prefilter");
+ let rarest_offset = finder.pair().index1();
+ let rarest_byte = needle[usize::from(rarest_offset)];
+ Prefilter {
+ call: prefilter_kind_avx2,
+ kind: PrefilterKind { avx2: finder },
+ rarest_byte,
+ rarest_offset,
+ }
+ }
+
+ /// Return a prefilter using a wasm32 simd128 vector algorithm.
+ #[cfg(target_arch = "wasm32")]
+ #[inline]
+ fn simd128(finder: simd128::Finder, needle: &[u8]) -> Prefilter {
+ trace!("building wasm32 simd128 prefilter");
+ let rarest_offset = finder.pair().index1();
+ let rarest_byte = needle[usize::from(rarest_offset)];
+ Prefilter {
+ call: prefilter_kind_simd128,
+ kind: PrefilterKind { simd128: finder },
+ rarest_byte,
+ rarest_offset,
+ }
+ }
+
+ /// Return a prefilter using a aarch64 neon vector algorithm.
+ #[cfg(target_arch = "aarch64")]
+ #[inline]
+ fn neon(finder: neon::Finder, needle: &[u8]) -> Prefilter {
+ trace!("building aarch64 neon prefilter");
+ let rarest_offset = finder.pair().index1();
+ let rarest_byte = needle[usize::from(rarest_offset)];
+ Prefilter {
+ call: prefilter_kind_neon,
+ kind: PrefilterKind { neon: finder },
+ rarest_byte,
+ rarest_offset,
+ }
+ }
+
+ /// Return a *candidate* position for a match.
+ ///
+ /// When this returns an offset, it implies that a match could begin at
+ /// that offset, but it may not. That is, it is possible for a false
+ /// positive to be returned.
+ ///
+ /// When `None` is returned, then it is guaranteed that there are no
+ /// matches for the needle in the given haystack. That is, it is impossible
+ /// for a false negative to be returned.
+ ///
+ /// The purpose of this routine is to look for candidate matching positions
+ /// as quickly as possible before running a (likely) slower confirmation
+ /// step.
+ #[inline]
+ fn find(&self, haystack: &[u8]) -> Option<usize> {
+ // SAFETY: By construction, we've ensured that the function in
+ // `self.call` is properly paired with the union used in `self.kind`.
+ unsafe { (self.call)(self, haystack) }
+ }
+
+ /// A "simple" prefilter that just looks for the occurrence of the rarest
+ /// byte from the needle. This is generally only used for very small
+ /// haystacks.
+ #[inline]
+ fn find_simple(&self, haystack: &[u8]) -> Option<usize> {
+ // We don't use crate::memchr here because the haystack should be small
+ // enough that memchr won't be able to use vector routines anyway. So
+ // we just skip straight to the fallback implementation which is likely
+ // faster. (A byte-at-a-time loop is only used when the haystack is
+ // smaller than `size_of::<usize>()`.)
+ crate::arch::all::memchr::One::new(self.rarest_byte)
+ .find(haystack)
+ .map(|i| i.saturating_sub(usize::from(self.rarest_offset)))
+ }
+}
+
+impl core::fmt::Debug for Prefilter {
+ fn fmt(&self, f: &mut core::fmt::Formatter) -> core::fmt::Result {
+ f.debug_struct("Prefilter")
+ .field("call", &"<prefilter function>")
+ .field("kind", &"<prefilter kind union>")
+ .field("rarest_byte", &self.rarest_byte)
+ .field("rarest_offset", &self.rarest_offset)
+ .finish()
+ }
+}
+
+/// A union indicating one of several possible prefilters that are in active
+/// use.
+///
+/// This union should only be read by one of the functions prefixed with
+/// `prefilter_kind_`. Namely, the correct function is meant to be paired with
+/// the union by the caller, such that the function always reads from the
+/// designated union field.
+#[derive(Clone, Copy)]
+union PrefilterKind {
+ fallback: crate::arch::all::packedpair::Finder,
+ #[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+ sse2: crate::arch::x86_64::sse2::packedpair::Finder,
+ #[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+ avx2: crate::arch::x86_64::avx2::packedpair::Finder,
+ #[cfg(target_arch = "wasm32")]
+ simd128: crate::arch::wasm32::simd128::packedpair::Finder,
+ #[cfg(target_arch = "aarch64")]
+ neon: crate::arch::aarch64::neon::packedpair::Finder,
+}
+
+/// The type of a prefilter function.
+///
+/// # Safety
+///
+/// When using a function of this type, callers must ensure that the correct
+/// function is paired with the value populated in `PrefilterKind` union.
+type PrefilterKindFn =
+ unsafe fn(strat: &Prefilter, haystack: &[u8]) -> Option<usize>;
+
+/// Reads from the `fallback` field of `PrefilterKind` to execute the fallback
+/// prefilter. Works on all platforms.
+///
+/// # Safety
+///
+/// Callers must ensure that the `strat.kind.fallback` union field is set.
+unsafe fn prefilter_kind_fallback(
+ strat: &Prefilter,
+ haystack: &[u8],
+) -> Option<usize> {
+ strat.kind.fallback.find_prefilter(haystack)
+}
+
+/// Reads from the `sse2` field of `PrefilterKind` to execute the x86_64 SSE2
+/// prefilter.
+///
+/// # Safety
+///
+/// Callers must ensure that the `strat.kind.sse2` union field is set.
+#[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+unsafe fn prefilter_kind_sse2(
+ strat: &Prefilter,
+ haystack: &[u8],
+) -> Option<usize> {
+ let finder = &strat.kind.sse2;
+ if haystack.len() < finder.min_haystack_len() {
+ strat.find_simple(haystack)
+ } else {
+ finder.find_prefilter(haystack)
+ }
+}
+
+/// Reads from the `avx2` field of `PrefilterKind` to execute the x86_64 AVX2
+/// prefilter.
+///
+/// # Safety
+///
+/// Callers must ensure that the `strat.kind.avx2` union field is set.
+#[cfg(all(target_arch = "x86_64", target_feature = "sse2"))]
+unsafe fn prefilter_kind_avx2(
+ strat: &Prefilter,
+ haystack: &[u8],
+) -> Option<usize> {
+ let finder = &strat.kind.avx2;
+ if haystack.len() < finder.min_haystack_len() {
+ strat.find_simple(haystack)
+ } else {
+ finder.find_prefilter(haystack)
+ }
+}
+
+/// Reads from the `simd128` field of `PrefilterKind` to execute the wasm32
+/// simd128 prefilter.
+///
+/// # Safety
+///
+/// Callers must ensure that the `strat.kind.simd128` union field is set.
+#[cfg(target_arch = "wasm32")]
+unsafe fn prefilter_kind_simd128(
+ strat: &Prefilter,
+ haystack: &[u8],
+) -> Option<usize> {
+ let finder = &strat.kind.simd128;
+ if haystack.len() < finder.min_haystack_len() {
+ strat.find_simple(haystack)
+ } else {
+ finder.find_prefilter(haystack)
+ }
+}
+
+/// Reads from the `neon` field of `PrefilterKind` to execute the aarch64 neon
+/// prefilter.
+///
+/// # Safety
+///
+/// Callers must ensure that the `strat.kind.neon` union field is set.
+#[cfg(target_arch = "aarch64")]
+unsafe fn prefilter_kind_neon(
+ strat: &Prefilter,
+ haystack: &[u8],
+) -> Option<usize> {
+ let finder = &strat.kind.neon;
+ if haystack.len() < finder.min_haystack_len() {
+ strat.find_simple(haystack)
+ } else {
+ finder.find_prefilter(haystack)
+ }
+}
+
+/// PrefilterState tracks state associated with the effectiveness of a
+/// prefilter. It is used to track how many bytes, on average, are skipped by
+/// the prefilter. If this average dips below a certain threshold over time,
+/// then the state renders the prefilter inert and stops using it.
+///
+/// A prefilter state should be created for each search. (Where creating an
+/// iterator is treated as a single search.) A prefilter state should only be
+/// created from a `Freqy`. e.g., An inert `Freqy` will produce an inert
+/// `PrefilterState`.
+#[derive(Clone, Copy, Debug)]
+pub(crate) struct PrefilterState {
+ /// The number of skips that has been executed. This is always 1 greater
+ /// than the actual number of skips. The special sentinel value of 0
+ /// indicates that the prefilter is inert. This is useful to avoid
+ /// additional checks to determine whether the prefilter is still
+ /// "effective." Once a prefilter becomes inert, it should no longer be
+ /// used (according to our heuristics).
+ skips: u32,
+ /// The total number of bytes that have been skipped.
+ skipped: u32,
+}
+
+impl PrefilterState {
+ /// The minimum number of skip attempts to try before considering whether
+ /// a prefilter is effective or not.
+ const MIN_SKIPS: u32 = 50;
+
+ /// The minimum amount of bytes that skipping must average.
+ ///
+ /// This value was chosen based on varying it and checking
+ /// the microbenchmarks. In particular, this can impact the
+ /// pathological/repeated-{huge,small} benchmarks quite a bit if it's set
+ /// too low.
+ const MIN_SKIP_BYTES: u32 = 8;
+
+ /// Create a fresh prefilter state.
+ #[inline]
+ pub(crate) fn new() -> PrefilterState {
+ PrefilterState { skips: 1, skipped: 0 }
+ }
+
+ /// Update this state with the number of bytes skipped on the last
+ /// invocation of the prefilter.
+ #[inline]
+ fn update(&mut self, skipped: usize) {
+ self.skips = self.skips.saturating_add(1);
+ // We need to do this dance since it's technically possible for
+ // `skipped` to overflow a `u32`. (And we use a `u32` to reduce the
+ // size of a prefilter state.)
+ self.skipped = match u32::try_from(skipped) {
+ Err(_) => core::u32::MAX,
+ Ok(skipped) => self.skipped.saturating_add(skipped),
+ };
+ }
+
+ /// Return true if and only if this state indicates that a prefilter is
+ /// still effective.
+ #[inline]
+ fn is_effective(&mut self) -> bool {
+ if self.is_inert() {
+ return false;
+ }
+ if self.skips() < PrefilterState::MIN_SKIPS {
+ return true;
+ }
+ if self.skipped >= PrefilterState::MIN_SKIP_BYTES * self.skips() {
+ return true;
+ }
+
+ // We're inert.
+ self.skips = 0;
+ false
+ }
+
+ /// Returns true if the prefilter this state represents should no longer
+ /// be used.
+ #[inline]
+ fn is_inert(&self) -> bool {
+ self.skips == 0
+ }
+
+ /// Returns the total number of times the prefilter has been used.
+ #[inline]
+ fn skips(&self) -> u32 {
+ // Remember, `0` is a sentinel value indicating inertness, so we
+ // always need to subtract `1` to get our actual number of skips.
+ self.skips.saturating_sub(1)
+ }
+}
+
+/// A combination of prefilter effectiveness state and the prefilter itself.
+#[derive(Debug)]
+pub(crate) struct Pre<'a> {
+ /// State that tracks the effectiveness of a prefilter.
+ prestate: &'a mut PrefilterState,
+ /// The actual prefilter.
+ prestrat: &'a Prefilter,
+}
+
+impl<'a> Pre<'a> {
+ /// Call this prefilter on the given haystack with the given needle.
+ #[inline]
+ pub(crate) fn find(&mut self, haystack: &[u8]) -> Option<usize> {
+ let result = self.prestrat.find(haystack);
+ self.prestate.update(result.unwrap_or(haystack.len()));
+ result
+ }
+
+ /// Return true if and only if this prefilter should be used.
+ #[inline]
+ pub(crate) fn is_effective(&mut self) -> bool {
+ self.prestate.is_effective()
+ }
+}
+
+/// Returns true if the needle has the right characteristics for a vector
+/// algorithm to handle the entirety of substring search.
+///
+/// Vector algorithms can be used for prefilters for other substring search
+/// algorithms (like Two-Way), but they can also be used for substring search
+/// on their own. When used for substring search, vector algorithms will
+/// quickly identify candidate match positions (just like in the prefilter
+/// case), but instead of returning the candidate position they will try to
+/// confirm the match themselves. Confirmation happens via `memcmp`. This
+/// works well for short needles, but can break down when many false candidate
+/// positions are generated for large needles. Thus, we only permit vector
+/// algorithms to own substring search when the needle is of a certain length.
+#[inline]
+fn do_packed_search(needle: &[u8]) -> bool {
+ /// The minimum length of a needle required for this algorithm. The minimum
+ /// is 2 since a length of 1 should just use memchr and a length of 0 isn't
+ /// a case handled by this searcher.
+ const MIN_LEN: usize = 2;
+
+ /// The maximum length of a needle required for this algorithm.
+ ///
+ /// In reality, there is no hard max here. The code below can handle any
+ /// length needle. (Perhaps that suggests there are missing optimizations.)
+ /// Instead, this is a heuristic and a bound guaranteeing our linear time
+ /// complexity.
+ ///
+ /// It is a heuristic because when a candidate match is found, memcmp is
+ /// run. For very large needles with lots of false positives, memcmp can
+ /// make the code run quite slow.
+ ///
+ /// It is a bound because the worst case behavior with memcmp is
+ /// multiplicative in the size of the needle and haystack, and we want
+ /// to keep that additive. This bound ensures we still meet that bound
+ /// theoretically, since it's just a constant. We aren't acting in bad
+ /// faith here, memcmp on tiny needles is so fast that even in pathological
+ /// cases (see pathological vector benchmarks), this is still just as fast
+ /// or faster in practice.
+ ///
+ /// This specific number was chosen by tweaking a bit and running
+ /// benchmarks. The rare-medium-needle, for example, gets about 5% faster
+ /// by using this algorithm instead of a prefilter-accelerated Two-Way.
+ /// There's also a theoretical desire to keep this number reasonably
+ /// low, to mitigate the impact of pathological cases. I did try 64, and
+ /// some benchmarks got a little better, and others (particularly the
+ /// pathological ones), got a lot worse. So... 32 it is?
+ const MAX_LEN: usize = 32;
+ MIN_LEN <= needle.len() && needle.len() <= MAX_LEN
+}