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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-28 13:15:26 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-28 13:15:26 +0000
commit82539ad8d59729fb45b0bb0edda8f2bddb719eb1 (patch)
tree58f0b58e6f44f0e04d4a6373132cf426fa835fa7 /src/index
parentInitial commit. (diff)
downloadgolang-1.17-82539ad8d59729fb45b0bb0edda8f2bddb719eb1.tar.xz
golang-1.17-82539ad8d59729fb45b0bb0edda8f2bddb719eb1.zip
Adding upstream version 1.17.13.upstream/1.17.13upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'src/index')
-rw-r--r--src/index/suffixarray/example_test.go22
-rw-r--r--src/index/suffixarray/gen.go93
-rw-r--r--src/index/suffixarray/sais.go899
-rw-r--r--src/index/suffixarray/sais2.go1741
-rw-r--r--src/index/suffixarray/suffixarray.go385
-rw-r--r--src/index/suffixarray/suffixarray_test.go615
6 files changed, 3755 insertions, 0 deletions
diff --git a/src/index/suffixarray/example_test.go b/src/index/suffixarray/example_test.go
new file mode 100644
index 0000000..ea10bfd
--- /dev/null
+++ b/src/index/suffixarray/example_test.go
@@ -0,0 +1,22 @@
+// Copyright 2016 The Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+package suffixarray_test
+
+import (
+ "fmt"
+ "index/suffixarray"
+)
+
+func ExampleIndex_Lookup() {
+ index := suffixarray.New([]byte("banana"))
+ offsets := index.Lookup([]byte("ana"), -1)
+ for _, off := range offsets {
+ fmt.Println(off)
+ }
+
+ // Unordered output:
+ // 1
+ // 3
+}
diff --git a/src/index/suffixarray/gen.go b/src/index/suffixarray/gen.go
new file mode 100644
index 0000000..3bc9b1e
--- /dev/null
+++ b/src/index/suffixarray/gen.go
@@ -0,0 +1,93 @@
+// Copyright 2019 The Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+//go:build ignore
+// +build ignore
+
+// Gen generates sais2.go by duplicating functions in sais.go
+// using different input types.
+// See the comment at the top of sais.go for details.
+package main
+
+import (
+ "bytes"
+ "log"
+ "os"
+ "strings"
+)
+
+func main() {
+ log.SetPrefix("gen: ")
+ log.SetFlags(0)
+
+ data, err := os.ReadFile("sais.go")
+ if err != nil {
+ log.Fatal(err)
+ }
+
+ x := bytes.Index(data, []byte("\n\n"))
+ if x < 0 {
+ log.Fatal("cannot find blank line after copyright comment")
+ }
+
+ var buf bytes.Buffer
+ buf.Write(data[:x])
+ buf.WriteString("\n\n// Code generated by go generate; DO NOT EDIT.\n\npackage suffixarray\n")
+
+ for {
+ x := bytes.Index(data, []byte("\nfunc "))
+ if x < 0 {
+ break
+ }
+ data = data[x:]
+ p := bytes.IndexByte(data, '(')
+ if p < 0 {
+ p = len(data)
+ }
+ name := string(data[len("\nfunc "):p])
+
+ x = bytes.Index(data, []byte("\n}\n"))
+ if x < 0 {
+ log.Fatalf("cannot find end of func %s", name)
+ }
+ fn := string(data[:x+len("\n}\n")])
+ data = data[x+len("\n}"):]
+
+ if strings.HasSuffix(name, "_32") {
+ buf.WriteString(fix32.Replace(fn))
+ }
+ if strings.HasSuffix(name, "_8_32") {
+ // x_8_32 -> x_8_64 done above
+ fn = fix8_32.Replace(stripByteOnly(fn))
+ buf.WriteString(fn)
+ buf.WriteString(fix32.Replace(fn))
+ }
+ }
+
+ if err := os.WriteFile("sais2.go", buf.Bytes(), 0666); err != nil {
+ log.Fatal(err)
+ }
+}
+
+var fix32 = strings.NewReplacer(
+ "32", "64",
+ "int32", "int64",
+)
+
+var fix8_32 = strings.NewReplacer(
+ "_8_32", "_32",
+ "byte", "int32",
+)
+
+func stripByteOnly(s string) string {
+ lines := strings.SplitAfter(s, "\n")
+ w := 0
+ for _, line := range lines {
+ if !strings.Contains(line, "256") && !strings.Contains(line, "byte-only") {
+ lines[w] = line
+ w++
+ }
+ }
+ return strings.Join(lines[:w], "")
+}
diff --git a/src/index/suffixarray/sais.go b/src/index/suffixarray/sais.go
new file mode 100644
index 0000000..b4496d2
--- /dev/null
+++ b/src/index/suffixarray/sais.go
@@ -0,0 +1,899 @@
+// Copyright 2019 The Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+// Suffix array construction by induced sorting (SAIS).
+// See Ge Nong, Sen Zhang, and Wai Hong Chen,
+// "Two Efficient Algorithms for Linear Time Suffix Array Construction",
+// especially section 3 (https://ieeexplore.ieee.org/document/5582081).
+// See also http://zork.net/~st/jottings/sais.html.
+//
+// With optimizations inspired by Yuta Mori's sais-lite
+// (https://sites.google.com/site/yuta256/sais).
+//
+// And with other new optimizations.
+
+// Many of these functions are parameterized by the sizes of
+// the types they operate on. The generator gen.go makes
+// copies of these functions for use with other sizes.
+// Specifically:
+//
+// - A function with a name ending in _8_32 takes []byte and []int32 arguments
+// and is duplicated into _32_32, _8_64, and _64_64 forms.
+// The _32_32 and _64_64_ suffixes are shortened to plain _32 and _64.
+// Any lines in the function body that contain the text "byte-only" or "256"
+// are stripped when creating _32_32 and _64_64 forms.
+// (Those lines are typically 8-bit-specific optimizations.)
+//
+// - A function with a name ending only in _32 operates on []int32
+// and is duplicated into a _64 form. (Note that it may still take a []byte,
+// but there is no need for a version of the function in which the []byte
+// is widened to a full integer array.)
+
+// The overall runtime of this code is linear in the input size:
+// it runs a sequence of linear passes to reduce the problem to
+// a subproblem at most half as big, invokes itself recursively,
+// and then runs a sequence of linear passes to turn the answer
+// for the subproblem into the answer for the original problem.
+// This gives T(N) = O(N) + T(N/2) = O(N) + O(N/2) + O(N/4) + ... = O(N).
+//
+// The outline of the code, with the forward and backward scans
+// through O(N)-sized arrays called out, is:
+//
+// sais_I_N
+// placeLMS_I_B
+// bucketMax_I_B
+// freq_I_B
+// <scan +text> (1)
+// <scan +freq> (2)
+// <scan -text, random bucket> (3)
+// induceSubL_I_B
+// bucketMin_I_B
+// freq_I_B
+// <scan +text, often optimized away> (4)
+// <scan +freq> (5)
+// <scan +sa, random text, random bucket> (6)
+// induceSubS_I_B
+// bucketMax_I_B
+// freq_I_B
+// <scan +text, often optimized away> (7)
+// <scan +freq> (8)
+// <scan -sa, random text, random bucket> (9)
+// assignID_I_B
+// <scan +sa, random text substrings> (10)
+// map_B
+// <scan -sa> (11)
+// recurse_B
+// (recursive call to sais_B_B for a subproblem of size at most 1/2 input, often much smaller)
+// unmap_I_B
+// <scan -text> (12)
+// <scan +sa> (13)
+// expand_I_B
+// bucketMax_I_B
+// freq_I_B
+// <scan +text, often optimized away> (14)
+// <scan +freq> (15)
+// <scan -sa, random text, random bucket> (16)
+// induceL_I_B
+// bucketMin_I_B
+// freq_I_B
+// <scan +text, often optimized away> (17)
+// <scan +freq> (18)
+// <scan +sa, random text, random bucket> (19)
+// induceS_I_B
+// bucketMax_I_B
+// freq_I_B
+// <scan +text, often optimized away> (20)
+// <scan +freq> (21)
+// <scan -sa, random text, random bucket> (22)
+//
+// Here, _B indicates the suffix array size (_32 or _64) and _I the input size (_8 or _B).
+//
+// The outline shows there are in general 22 scans through
+// O(N)-sized arrays for a given level of the recursion.
+// In the top level, operating on 8-bit input text,
+// the six freq scans are fixed size (256) instead of potentially
+// input-sized. Also, the frequency is counted once and cached
+// whenever there is room to do so (there is nearly always room in general,
+// and always room at the top level), which eliminates all but
+// the first freq_I_B text scans (that is, 5 of the 6).
+// So the top level of the recursion only does 22 - 6 - 5 = 11
+// input-sized scans and a typical level does 16 scans.
+//
+// The linear scans do not cost anywhere near as much as
+// the random accesses to the text made during a few of
+// the scans (specifically #6, #9, #16, #19, #22 marked above).
+// In real texts, there is not much but some locality to
+// the accesses, due to the repetitive structure of the text
+// (the same reason Burrows-Wheeler compression is so effective).
+// For random inputs, there is no locality, which makes those
+// accesses even more expensive, especially once the text
+// no longer fits in cache.
+// For example, running on 50 MB of Go source code, induceSubL_8_32
+// (which runs only once, at the top level of the recursion)
+// takes 0.44s, while on 50 MB of random input, it takes 2.55s.
+// Nearly all the relative slowdown is explained by the text access:
+//
+// c0, c1 := text[k-1], text[k]
+//
+// That line runs for 0.23s on the Go text and 2.02s on random text.
+
+//go:generate go run gen.go
+
+package suffixarray
+
+// text_32 returns the suffix array for the input text.
+// It requires that len(text) fit in an int32
+// and that the caller zero sa.
+func text_32(text []byte, sa []int32) {
+ if int(int32(len(text))) != len(text) || len(text) != len(sa) {
+ panic("suffixarray: misuse of text_32")
+ }
+ sais_8_32(text, 256, sa, make([]int32, 2*256))
+}
+
+// sais_8_32 computes the suffix array of text.
+// The text must contain only values in [0, textMax).
+// The suffix array is stored in sa, which the caller
+// must ensure is already zeroed.
+// The caller must also provide temporary space tmp
+// with len(tmp) ≥ textMax. If len(tmp) ≥ 2*textMax
+// then the algorithm runs a little faster.
+// If sais_8_32 modifies tmp, it sets tmp[0] = -1 on return.
+func sais_8_32(text []byte, textMax int, sa, tmp []int32) {
+ if len(sa) != len(text) || len(tmp) < int(textMax) {
+ panic("suffixarray: misuse of sais_8_32")
+ }
+
+ // Trivial base cases. Sorting 0 or 1 things is easy.
+ if len(text) == 0 {
+ return
+ }
+ if len(text) == 1 {
+ sa[0] = 0
+ return
+ }
+
+ // Establish slices indexed by text character
+ // holding character frequency and bucket-sort offsets.
+ // If there's only enough tmp for one slice,
+ // we make it the bucket offsets and recompute
+ // the character frequency each time we need it.
+ var freq, bucket []int32
+ if len(tmp) >= 2*textMax {
+ freq, bucket = tmp[:textMax], tmp[textMax:2*textMax]
+ freq[0] = -1 // mark as uninitialized
+ } else {
+ freq, bucket = nil, tmp[:textMax]
+ }
+
+ // The SAIS algorithm.
+ // Each of these calls makes one scan through sa.
+ // See the individual functions for documentation
+ // about each's role in the algorithm.
+ numLMS := placeLMS_8_32(text, sa, freq, bucket)
+ if numLMS <= 1 {
+ // 0 or 1 items are already sorted. Do nothing.
+ } else {
+ induceSubL_8_32(text, sa, freq, bucket)
+ induceSubS_8_32(text, sa, freq, bucket)
+ length_8_32(text, sa, numLMS)
+ maxID := assignID_8_32(text, sa, numLMS)
+ if maxID < numLMS {
+ map_32(sa, numLMS)
+ recurse_32(sa, tmp, numLMS, maxID)
+ unmap_8_32(text, sa, numLMS)
+ } else {
+ // If maxID == numLMS, then each LMS-substring
+ // is unique, so the relative ordering of two LMS-suffixes
+ // is determined by just the leading LMS-substring.
+ // That is, the LMS-suffix sort order matches the
+ // (simpler) LMS-substring sort order.
+ // Copy the original LMS-substring order into the
+ // suffix array destination.
+ copy(sa, sa[len(sa)-numLMS:])
+ }
+ expand_8_32(text, freq, bucket, sa, numLMS)
+ }
+ induceL_8_32(text, sa, freq, bucket)
+ induceS_8_32(text, sa, freq, bucket)
+
+ // Mark for caller that we overwrote tmp.
+ tmp[0] = -1
+}
+
+// freq_8_32 returns the character frequencies
+// for text, as a slice indexed by character value.
+// If freq is nil, freq_8_32 uses and returns bucket.
+// If freq is non-nil, freq_8_32 assumes that freq[0] >= 0
+// means the frequencies are already computed.
+// If the frequency data is overwritten or uninitialized,
+// the caller must set freq[0] = -1 to force recomputation
+// the next time it is needed.
+func freq_8_32(text []byte, freq, bucket []int32) []int32 {
+ if freq != nil && freq[0] >= 0 {
+ return freq // already computed
+ }
+ if freq == nil {
+ freq = bucket
+ }
+
+ freq = freq[:256] // eliminate bounds check for freq[c] below
+ for i := range freq {
+ freq[i] = 0
+ }
+ for _, c := range text {
+ freq[c]++
+ }
+ return freq
+}
+
+// bucketMin_8_32 stores into bucket[c] the minimum index
+// in the bucket for character c in a bucket-sort of text.
+func bucketMin_8_32(text []byte, freq, bucket []int32) {
+ freq = freq_8_32(text, freq, bucket)
+ freq = freq[:256] // establish len(freq) = 256, so 0 ≤ i < 256 below
+ bucket = bucket[:256] // eliminate bounds check for bucket[i] below
+ total := int32(0)
+ for i, n := range freq {
+ bucket[i] = total
+ total += n
+ }
+}
+
+// bucketMax_8_32 stores into bucket[c] the maximum index
+// in the bucket for character c in a bucket-sort of text.
+// The bucket indexes for c are [min, max).
+// That is, max is one past the final index in that bucket.
+func bucketMax_8_32(text []byte, freq, bucket []int32) {
+ freq = freq_8_32(text, freq, bucket)
+ freq = freq[:256] // establish len(freq) = 256, so 0 ≤ i < 256 below
+ bucket = bucket[:256] // eliminate bounds check for bucket[i] below
+ total := int32(0)
+ for i, n := range freq {
+ total += n
+ bucket[i] = total
+ }
+}
+
+// The SAIS algorithm proceeds in a sequence of scans through sa.
+// Each of the following functions implements one scan,
+// and the functions appear here in the order they execute in the algorithm.
+
+// placeLMS_8_32 places into sa the indexes of the
+// final characters of the LMS substrings of text,
+// sorted into the rightmost ends of their correct buckets
+// in the suffix array.
+//
+// The imaginary sentinel character at the end of the text
+// is the final character of the final LMS substring, but there
+// is no bucket for the imaginary sentinel character,
+// which has a smaller value than any real character.
+// The caller must therefore pretend that sa[-1] == len(text).
+//
+// The text indexes of LMS-substring characters are always ≥ 1
+// (the first LMS-substring must be preceded by one or more L-type
+// characters that are not part of any LMS-substring),
+// so using 0 as a “not present” suffix array entry is safe,
+// both in this function and in most later functions
+// (until induceL_8_32 below).
+func placeLMS_8_32(text []byte, sa, freq, bucket []int32) int {
+ bucketMax_8_32(text, freq, bucket)
+
+ numLMS := 0
+ lastB := int32(-1)
+ bucket = bucket[:256] // eliminate bounds check for bucket[c1] below
+
+ // The next stanza of code (until the blank line) loop backward
+ // over text, stopping to execute a code body at each position i
+ // such that text[i] is an L-character and text[i+1] is an S-character.
+ // That is, i+1 is the position of the start of an LMS-substring.
+ // These could be hoisted out into a function with a callback,
+ // but at a significant speed cost. Instead, we just write these
+ // seven lines a few times in this source file. The copies below
+ // refer back to the pattern established by this original as the
+ // "LMS-substring iterator".
+ //
+ // In every scan through the text, c0, c1 are successive characters of text.
+ // In this backward scan, c0 == text[i] and c1 == text[i+1].
+ // By scanning backward, we can keep track of whether the current
+ // position is type-S or type-L according to the usual definition:
+ //
+ // - position len(text) is type S with text[len(text)] == -1 (the sentinel)
+ // - position i is type S if text[i] < text[i+1], or if text[i] == text[i+1] && i+1 is type S.
+ // - position i is type L if text[i] > text[i+1], or if text[i] == text[i+1] && i+1 is type L.
+ //
+ // The backward scan lets us maintain the current type,
+ // update it when we see c0 != c1, and otherwise leave it alone.
+ // We want to identify all S positions with a preceding L.
+ // Position len(text) is one such position by definition, but we have
+ // nowhere to write it down, so we eliminate it by untruthfully
+ // setting isTypeS = false at the start of the loop.
+ c0, c1, isTypeS := byte(0), byte(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Bucket the index i+1 for the start of an LMS-substring.
+ b := bucket[c1] - 1
+ bucket[c1] = b
+ sa[b] = int32(i + 1)
+ lastB = b
+ numLMS++
+ }
+ }
+
+ // We recorded the LMS-substring starts but really want the ends.
+ // Luckily, with two differences, the start indexes and the end indexes are the same.
+ // The first difference is that the rightmost LMS-substring's end index is len(text),
+ // so the caller must pretend that sa[-1] == len(text), as noted above.
+ // The second difference is that the first leftmost LMS-substring start index
+ // does not end an earlier LMS-substring, so as an optimization we can omit
+ // that leftmost LMS-substring start index (the last one we wrote).
+ //
+ // Exception: if numLMS <= 1, the caller is not going to bother with
+ // the recursion at all and will treat the result as containing LMS-substring starts.
+ // In that case, we don't remove the final entry.
+ if numLMS > 1 {
+ sa[lastB] = 0
+ }
+ return numLMS
+}
+
+// induceSubL_8_32 inserts the L-type text indexes of LMS-substrings
+// into sa, assuming that the final characters of the LMS-substrings
+// are already inserted into sa, sorted by final character, and at the
+// right (not left) end of the corresponding character bucket.
+// Each LMS-substring has the form (as a regexp) /S+L+S/:
+// one or more S-type, one or more L-type, final S-type.
+// induceSubL_8_32 leaves behind only the leftmost L-type text
+// index for each LMS-substring. That is, it removes the final S-type
+// indexes that are present on entry, and it inserts but then removes
+// the interior L-type indexes too.
+// (Only the leftmost L-type index is needed by induceSubS_8_32.)
+func induceSubL_8_32(text []byte, sa, freq, bucket []int32) {
+ // Initialize positions for left side of character buckets.
+ bucketMin_8_32(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bounds check for bucket[cB] below
+
+ // As we scan the array left-to-right, each sa[i] = j > 0 is a correctly
+ // sorted suffix array entry (for text[j:]) for which we know that j-1 is type L.
+ // Because j-1 is type L, inserting it into sa now will sort it correctly.
+ // But we want to distinguish a j-1 with j-2 of type L from type S.
+ // We can process the former but want to leave the latter for the caller.
+ // We record the difference by negating j-1 if it is preceded by type S.
+ // Either way, the insertion (into the text[j-1] bucket) is guaranteed to
+ // happen at sa[i´] for some i´ > i, that is, in the portion of sa we have
+ // yet to scan. A single pass therefore sees indexes j, j-1, j-2, j-3,
+ // and so on, in sorted but not necessarily adjacent order, until it finds
+ // one preceded by an index of type S, at which point it must stop.
+ //
+ // As we scan through the array, we clear the worked entries (sa[i] > 0) to zero,
+ // and we flip sa[i] < 0 to -sa[i], so that the loop finishes with sa containing
+ // only the indexes of the leftmost L-type indexes for each LMS-substring.
+ //
+ // The suffix array sa therefore serves simultaneously as input, output,
+ // and a miraculously well-tailored work queue.
+
+ // placeLMS_8_32 left out the implicit entry sa[-1] == len(text),
+ // corresponding to the identified type-L index len(text)-1.
+ // Process it before the left-to-right scan of sa proper.
+ // See body in loop for commentary.
+ k := len(text) - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ // Cache recently used bucket index:
+ // we're processing suffixes in sorted order
+ // and accessing buckets indexed by the
+ // byte before the sorted order, which still
+ // has very good locality.
+ // Invariant: b is cached, possibly dirty copy of bucket[cB].
+ cB := c1
+ b := bucket[cB]
+ sa[b] = int32(k)
+ b++
+
+ for i := 0; i < len(sa); i++ {
+ j := int(sa[i])
+ if j == 0 {
+ // Skip empty entry.
+ continue
+ }
+ if j < 0 {
+ // Leave discovered type-S index for caller.
+ sa[i] = int32(-j)
+ continue
+ }
+ sa[i] = 0
+
+ // Index j was on work queue, meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is L-type, queue k for processing later in this loop.
+ // If k-1 is S-type (text[k-1] < text[k]), queue -k to save for the caller.
+ k := j - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ sa[b] = int32(k)
+ b++
+ }
+}
+
+// induceSubS_8_32 inserts the S-type text indexes of LMS-substrings
+// into sa, assuming that the leftmost L-type text indexes are already
+// inserted into sa, sorted by LMS-substring suffix, and at the
+// left end of the corresponding character bucket.
+// Each LMS-substring has the form (as a regexp) /S+L+S/:
+// one or more S-type, one or more L-type, final S-type.
+// induceSubS_8_32 leaves behind only the leftmost S-type text
+// index for each LMS-substring, in sorted order, at the right end of sa.
+// That is, it removes the L-type indexes that are present on entry,
+// and it inserts but then removes the interior S-type indexes too,
+// leaving the LMS-substring start indexes packed into sa[len(sa)-numLMS:].
+// (Only the LMS-substring start indexes are processed by the recursion.)
+func induceSubS_8_32(text []byte, sa, freq, bucket []int32) {
+ // Initialize positions for right side of character buckets.
+ bucketMax_8_32(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bounds check for bucket[cB] below
+
+ // Analogous to induceSubL_8_32 above,
+ // as we scan the array right-to-left, each sa[i] = j > 0 is a correctly
+ // sorted suffix array entry (for text[j:]) for which we know that j-1 is type S.
+ // Because j-1 is type S, inserting it into sa now will sort it correctly.
+ // But we want to distinguish a j-1 with j-2 of type S from type L.
+ // We can process the former but want to leave the latter for the caller.
+ // We record the difference by negating j-1 if it is preceded by type L.
+ // Either way, the insertion (into the text[j-1] bucket) is guaranteed to
+ // happen at sa[i´] for some i´ < i, that is, in the portion of sa we have
+ // yet to scan. A single pass therefore sees indexes j, j-1, j-2, j-3,
+ // and so on, in sorted but not necessarily adjacent order, until it finds
+ // one preceded by an index of type L, at which point it must stop.
+ // That index (preceded by one of type L) is an LMS-substring start.
+ //
+ // As we scan through the array, we clear the worked entries (sa[i] > 0) to zero,
+ // and we flip sa[i] < 0 to -sa[i] and compact into the top of sa,
+ // so that the loop finishes with the top of sa containing exactly
+ // the LMS-substring start indexes, sorted by LMS-substring.
+
+ // Cache recently used bucket index:
+ cB := byte(0)
+ b := bucket[cB]
+
+ top := len(sa)
+ for i := len(sa) - 1; i >= 0; i-- {
+ j := int(sa[i])
+ if j == 0 {
+ // Skip empty entry.
+ continue
+ }
+ sa[i] = 0
+ if j < 0 {
+ // Leave discovered LMS-substring start index for caller.
+ top--
+ sa[top] = int32(-j)
+ continue
+ }
+
+ // Index j was on work queue, meaning k := j-1 is S-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is S-type, queue k for processing later in this loop.
+ // If k-1 is L-type (text[k-1] > text[k]), queue -k to save for the caller.
+ k := j - 1
+ c1 := text[k]
+ c0 := text[k-1]
+ if c0 > c1 {
+ k = -k
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ b--
+ sa[b] = int32(k)
+ }
+}
+
+// length_8_32 computes and records the length of each LMS-substring in text.
+// The length of the LMS-substring at index j is stored at sa[j/2],
+// avoiding the LMS-substring indexes already stored in the top half of sa.
+// (If index j is an LMS-substring start, then index j-1 is type L and cannot be.)
+// There are two exceptions, made for optimizations in name_8_32 below.
+//
+// First, the final LMS-substring is recorded as having length 0, which is otherwise
+// impossible, instead of giving it a length that includes the implicit sentinel.
+// This ensures the final LMS-substring has length unequal to all others
+// and therefore can be detected as different without text comparison
+// (it is unequal because it is the only one that ends in the implicit sentinel,
+// and the text comparison would be problematic since the implicit sentinel
+// is not actually present at text[len(text)]).
+//
+// Second, to avoid text comparison entirely, if an LMS-substring is very short,
+// sa[j/2] records its actual text instead of its length, so that if two such
+// substrings have matching “length,” the text need not be read at all.
+// The definition of “very short” is that the text bytes must pack into an uint32,
+// and the unsigned encoding e must be ≥ len(text), so that it can be
+// distinguished from a valid length.
+func length_8_32(text []byte, sa []int32, numLMS int) {
+ end := 0 // index of current LMS-substring end (0 indicates final LMS-substring)
+
+ // The encoding of N text bytes into a “length” word
+ // adds 1 to each byte, packs them into the bottom
+ // N*8 bits of a word, and then bitwise inverts the result.
+ // That is, the text sequence A B C (hex 41 42 43)
+ // encodes as ^uint32(0x42_43_44).
+ // LMS-substrings can never start or end with 0xFF.
+ // Adding 1 ensures the encoded byte sequence never
+ // starts or ends with 0x00, so that present bytes can be
+ // distinguished from zero-padding in the top bits,
+ // so the length need not be separately encoded.
+ // Inverting the bytes increases the chance that a
+ // 4-byte encoding will still be ≥ len(text).
+ // In particular, if the first byte is ASCII (<= 0x7E, so +1 <= 0x7F)
+ // then the high bit of the inversion will be set,
+ // making it clearly not a valid length (it would be a negative one).
+ //
+ // cx holds the pre-inverted encoding (the packed incremented bytes).
+ cx := uint32(0) // byte-only
+
+ // This stanza (until the blank line) is the "LMS-substring iterator",
+ // described in placeLMS_8_32 above, with one line added to maintain cx.
+ c0, c1, isTypeS := byte(0), byte(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ cx = cx<<8 | uint32(c1+1) // byte-only
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Index j = i+1 is the start of an LMS-substring.
+ // Compute length or encoded text to store in sa[j/2].
+ j := i + 1
+ var code int32
+ if end == 0 {
+ code = 0
+ } else {
+ code = int32(end - j)
+ if code <= 32/8 && ^cx >= uint32(len(text)) { // byte-only
+ code = int32(^cx) // byte-only
+ } // byte-only
+ }
+ sa[j>>1] = code
+ end = j + 1
+ cx = uint32(c1 + 1) // byte-only
+ }
+ }
+}
+
+// assignID_8_32 assigns a dense ID numbering to the
+// set of LMS-substrings respecting string ordering and equality,
+// returning the maximum assigned ID.
+// For example given the input "ababab", the LMS-substrings
+// are "aba", "aba", and "ab", renumbered as 2 2 1.
+// sa[len(sa)-numLMS:] holds the LMS-substring indexes
+// sorted in string order, so to assign numbers we can
+// consider each in turn, removing adjacent duplicates.
+// The new ID for the LMS-substring at index j is written to sa[j/2],
+// overwriting the length previously stored there (by length_8_32 above).
+func assignID_8_32(text []byte, sa []int32, numLMS int) int {
+ id := 0
+ lastLen := int32(-1) // impossible
+ lastPos := int32(0)
+ for _, j := range sa[len(sa)-numLMS:] {
+ // Is the LMS-substring at index j new, or is it the same as the last one we saw?
+ n := sa[j/2]
+ if n != lastLen {
+ goto New
+ }
+ if uint32(n) >= uint32(len(text)) {
+ // “Length” is really encoded full text, and they match.
+ goto Same
+ }
+ {
+ // Compare actual texts.
+ n := int(n)
+ this := text[j:][:n]
+ last := text[lastPos:][:n]
+ for i := 0; i < n; i++ {
+ if this[i] != last[i] {
+ goto New
+ }
+ }
+ goto Same
+ }
+ New:
+ id++
+ lastPos = j
+ lastLen = n
+ Same:
+ sa[j/2] = int32(id)
+ }
+ return id
+}
+
+// map_32 maps the LMS-substrings in text to their new IDs,
+// producing the subproblem for the recursion.
+// The mapping itself was mostly applied by assignID_8_32:
+// sa[i] is either 0, the ID for the LMS-substring at index 2*i,
+// or the ID for the LMS-substring at index 2*i+1.
+// To produce the subproblem we need only remove the zeros
+// and change ID into ID-1 (our IDs start at 1, but text chars start at 0).
+//
+// map_32 packs the result, which is the input to the recursion,
+// into the top of sa, so that the recursion result can be stored
+// in the bottom of sa, which sets up for expand_8_32 well.
+func map_32(sa []int32, numLMS int) {
+ w := len(sa)
+ for i := len(sa) / 2; i >= 0; i-- {
+ j := sa[i]
+ if j > 0 {
+ w--
+ sa[w] = j - 1
+ }
+ }
+}
+
+// recurse_32 calls sais_32 recursively to solve the subproblem we've built.
+// The subproblem is at the right end of sa, the suffix array result will be
+// written at the left end of sa, and the middle of sa is available for use as
+// temporary frequency and bucket storage.
+func recurse_32(sa, oldTmp []int32, numLMS, maxID int) {
+ dst, saTmp, text := sa[:numLMS], sa[numLMS:len(sa)-numLMS], sa[len(sa)-numLMS:]
+
+ // Set up temporary space for recursive call.
+ // We must pass sais_32 a tmp buffer wiith at least maxID entries.
+ //
+ // The subproblem is guaranteed to have length at most len(sa)/2,
+ // so that sa can hold both the subproblem and its suffix array.
+ // Nearly all the time, however, the subproblem has length < len(sa)/3,
+ // in which case there is a subproblem-sized middle of sa that
+ // we can reuse for temporary space (saTmp).
+ // When recurse_32 is called from sais_8_32, oldTmp is length 512
+ // (from text_32), and saTmp will typically be much larger, so we'll use saTmp.
+ // When deeper recursions come back to recurse_32, now oldTmp is
+ // the saTmp from the top-most recursion, it is typically larger than
+ // the current saTmp (because the current sa gets smaller and smaller
+ // as the recursion gets deeper), and we keep reusing that top-most
+ // large saTmp instead of the offered smaller ones.
+ //
+ // Why is the subproblem length so often just under len(sa)/3?
+ // See Nong, Zhang, and Chen, section 3.6 for a plausible explanation.
+ // In brief, the len(sa)/2 case would correspond to an SLSLSLSLSLSL pattern
+ // in the input, perfect alternation of larger and smaller input bytes.
+ // Real text doesn't do that. If each L-type index is randomly followed
+ // by either an L-type or S-type index, then half the substrings will
+ // be of the form SLS, but the other half will be longer. Of that half,
+ // half (a quarter overall) will be SLLS; an eighth will be SLLLS, and so on.
+ // Not counting the final S in each (which overlaps the first S in the next),
+ // This works out to an average length 2×½ + 3×¼ + 4×⅛ + ... = 3.
+ // The space we need is further reduced by the fact that many of the
+ // short patterns like SLS will often be the same character sequences
+ // repeated throughout the text, reducing maxID relative to numLMS.
+ //
+ // For short inputs, the averages may not run in our favor, but then we
+ // can often fall back to using the length-512 tmp available in the
+ // top-most call. (Also a short allocation would not be a big deal.)
+ //
+ // For pathological inputs, we fall back to allocating a new tmp of length
+ // max(maxID, numLMS/2). This level of the recursion needs maxID,
+ // and all deeper levels of the recursion will need no more than numLMS/2,
+ // so this one allocation is guaranteed to suffice for the entire stack
+ // of recursive calls.
+ tmp := oldTmp
+ if len(tmp) < len(saTmp) {
+ tmp = saTmp
+ }
+ if len(tmp) < numLMS {
+ // TestSAIS/forcealloc reaches this code.
+ n := maxID
+ if n < numLMS/2 {
+ n = numLMS / 2
+ }
+ tmp = make([]int32, n)
+ }
+
+ // sais_32 requires that the caller arrange to clear dst,
+ // because in general the caller may know dst is
+ // freshly-allocated and already cleared. But this one is not.
+ for i := range dst {
+ dst[i] = 0
+ }
+ sais_32(text, maxID, dst, tmp)
+}
+
+// unmap_8_32 unmaps the subproblem back to the original.
+// sa[:numLMS] is the LMS-substring numbers, which don't matter much anymore.
+// sa[len(sa)-numLMS:] is the sorted list of those LMS-substring numbers.
+// The key part is that if the list says K that means the K'th substring.
+// We can replace sa[:numLMS] with the indexes of the LMS-substrings.
+// Then if the list says K it really means sa[K].
+// Having mapped the list back to LMS-substring indexes,
+// we can place those into the right buckets.
+func unmap_8_32(text []byte, sa []int32, numLMS int) {
+ unmap := sa[len(sa)-numLMS:]
+ j := len(unmap)
+
+ // "LMS-substring iterator" (see placeLMS_8_32 above).
+ c0, c1, isTypeS := byte(0), byte(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Populate inverse map.
+ j--
+ unmap[j] = int32(i + 1)
+ }
+ }
+
+ // Apply inverse map to subproblem suffix array.
+ sa = sa[:numLMS]
+ for i := 0; i < len(sa); i++ {
+ sa[i] = unmap[sa[i]]
+ }
+}
+
+// expand_8_32 distributes the compacted, sorted LMS-suffix indexes
+// from sa[:numLMS] into the tops of the appropriate buckets in sa,
+// preserving the sorted order and making room for the L-type indexes
+// to be slotted into the sorted sequence by induceL_8_32.
+func expand_8_32(text []byte, freq, bucket, sa []int32, numLMS int) {
+ bucketMax_8_32(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bound check for bucket[c] below
+
+ // Loop backward through sa, always tracking
+ // the next index to populate from sa[:numLMS].
+ // When we get to one, populate it.
+ // Zero the rest of the slots; they have dead values in them.
+ x := numLMS - 1
+ saX := sa[x]
+ c := text[saX]
+ b := bucket[c] - 1
+ bucket[c] = b
+
+ for i := len(sa) - 1; i >= 0; i-- {
+ if i != int(b) {
+ sa[i] = 0
+ continue
+ }
+ sa[i] = saX
+
+ // Load next entry to put down (if any).
+ if x > 0 {
+ x--
+ saX = sa[x] // TODO bounds check
+ c = text[saX]
+ b = bucket[c] - 1
+ bucket[c] = b
+ }
+ }
+}
+
+// induceL_8_32 inserts L-type text indexes into sa,
+// assuming that the leftmost S-type indexes are inserted
+// into sa, in sorted order, in the right bucket halves.
+// It leaves all the L-type indexes in sa, but the
+// leftmost L-type indexes are negated, to mark them
+// for processing by induceS_8_32.
+func induceL_8_32(text []byte, sa, freq, bucket []int32) {
+ // Initialize positions for left side of character buckets.
+ bucketMin_8_32(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bounds check for bucket[cB] below
+
+ // This scan is similar to the one in induceSubL_8_32 above.
+ // That one arranges to clear all but the leftmost L-type indexes.
+ // This scan leaves all the L-type indexes and the original S-type
+ // indexes, but it negates the positive leftmost L-type indexes
+ // (the ones that induceS_8_32 needs to process).
+
+ // expand_8_32 left out the implicit entry sa[-1] == len(text),
+ // corresponding to the identified type-L index len(text)-1.
+ // Process it before the left-to-right scan of sa proper.
+ // See body in loop for commentary.
+ k := len(text) - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ // Cache recently used bucket index.
+ cB := c1
+ b := bucket[cB]
+ sa[b] = int32(k)
+ b++
+
+ for i := 0; i < len(sa); i++ {
+ j := int(sa[i])
+ if j <= 0 {
+ // Skip empty or negated entry (including negated zero).
+ continue
+ }
+
+ // Index j was on work queue, meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is L-type, queue k for processing later in this loop.
+ // If k-1 is S-type (text[k-1] < text[k]), queue -k to save for the caller.
+ // If k is zero, k-1 doesn't exist, so we only need to leave it
+ // for the caller. The caller can't tell the difference between
+ // an empty slot and a non-empty zero, but there's no need
+ // to distinguish them anyway: the final suffix array will end up
+ // with one zero somewhere, and that will be a real zero.
+ k := j - 1
+ c1 := text[k]
+ if k > 0 {
+ if c0 := text[k-1]; c0 < c1 {
+ k = -k
+ }
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ sa[b] = int32(k)
+ b++
+ }
+}
+
+func induceS_8_32(text []byte, sa, freq, bucket []int32) {
+ // Initialize positions for right side of character buckets.
+ bucketMax_8_32(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bounds check for bucket[cB] below
+
+ cB := byte(0)
+ b := bucket[cB]
+
+ for i := len(sa) - 1; i >= 0; i-- {
+ j := int(sa[i])
+ if j >= 0 {
+ // Skip non-flagged entry.
+ // (This loop can't see an empty entry; 0 means the real zero index.)
+ continue
+ }
+
+ // Negative j is a work queue entry; rewrite to positive j for final suffix array.
+ j = -j
+ sa[i] = int32(j)
+
+ // Index j was on work queue (encoded as -j but now decoded),
+ // meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is S-type, queue -k for processing later in this loop.
+ // If k-1 is L-type (text[k-1] > text[k]), queue k to save for the caller.
+ // If k is zero, k-1 doesn't exist, so we only need to leave it
+ // for the caller.
+ k := j - 1
+ c1 := text[k]
+ if k > 0 {
+ if c0 := text[k-1]; c0 <= c1 {
+ k = -k
+ }
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ b--
+ sa[b] = int32(k)
+ }
+}
diff --git a/src/index/suffixarray/sais2.go b/src/index/suffixarray/sais2.go
new file mode 100644
index 0000000..f124702
--- /dev/null
+++ b/src/index/suffixarray/sais2.go
@@ -0,0 +1,1741 @@
+// Copyright 2019 The Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+// Code generated by go generate; DO NOT EDIT.
+
+package suffixarray
+
+func text_64(text []byte, sa []int64) {
+ if int(int64(len(text))) != len(text) || len(text) != len(sa) {
+ panic("suffixarray: misuse of text_64")
+ }
+ sais_8_64(text, 256, sa, make([]int64, 2*256))
+}
+
+func sais_8_64(text []byte, textMax int, sa, tmp []int64) {
+ if len(sa) != len(text) || len(tmp) < int(textMax) {
+ panic("suffixarray: misuse of sais_8_64")
+ }
+
+ // Trivial base cases. Sorting 0 or 1 things is easy.
+ if len(text) == 0 {
+ return
+ }
+ if len(text) == 1 {
+ sa[0] = 0
+ return
+ }
+
+ // Establish slices indexed by text character
+ // holding character frequency and bucket-sort offsets.
+ // If there's only enough tmp for one slice,
+ // we make it the bucket offsets and recompute
+ // the character frequency each time we need it.
+ var freq, bucket []int64
+ if len(tmp) >= 2*textMax {
+ freq, bucket = tmp[:textMax], tmp[textMax:2*textMax]
+ freq[0] = -1 // mark as uninitialized
+ } else {
+ freq, bucket = nil, tmp[:textMax]
+ }
+
+ // The SAIS algorithm.
+ // Each of these calls makes one scan through sa.
+ // See the individual functions for documentation
+ // about each's role in the algorithm.
+ numLMS := placeLMS_8_64(text, sa, freq, bucket)
+ if numLMS <= 1 {
+ // 0 or 1 items are already sorted. Do nothing.
+ } else {
+ induceSubL_8_64(text, sa, freq, bucket)
+ induceSubS_8_64(text, sa, freq, bucket)
+ length_8_64(text, sa, numLMS)
+ maxID := assignID_8_64(text, sa, numLMS)
+ if maxID < numLMS {
+ map_64(sa, numLMS)
+ recurse_64(sa, tmp, numLMS, maxID)
+ unmap_8_64(text, sa, numLMS)
+ } else {
+ // If maxID == numLMS, then each LMS-substring
+ // is unique, so the relative ordering of two LMS-suffixes
+ // is determined by just the leading LMS-substring.
+ // That is, the LMS-suffix sort order matches the
+ // (simpler) LMS-substring sort order.
+ // Copy the original LMS-substring order into the
+ // suffix array destination.
+ copy(sa, sa[len(sa)-numLMS:])
+ }
+ expand_8_64(text, freq, bucket, sa, numLMS)
+ }
+ induceL_8_64(text, sa, freq, bucket)
+ induceS_8_64(text, sa, freq, bucket)
+
+ // Mark for caller that we overwrote tmp.
+ tmp[0] = -1
+}
+
+func sais_32(text []int32, textMax int, sa, tmp []int32) {
+ if len(sa) != len(text) || len(tmp) < int(textMax) {
+ panic("suffixarray: misuse of sais_32")
+ }
+
+ // Trivial base cases. Sorting 0 or 1 things is easy.
+ if len(text) == 0 {
+ return
+ }
+ if len(text) == 1 {
+ sa[0] = 0
+ return
+ }
+
+ // Establish slices indexed by text character
+ // holding character frequency and bucket-sort offsets.
+ // If there's only enough tmp for one slice,
+ // we make it the bucket offsets and recompute
+ // the character frequency each time we need it.
+ var freq, bucket []int32
+ if len(tmp) >= 2*textMax {
+ freq, bucket = tmp[:textMax], tmp[textMax:2*textMax]
+ freq[0] = -1 // mark as uninitialized
+ } else {
+ freq, bucket = nil, tmp[:textMax]
+ }
+
+ // The SAIS algorithm.
+ // Each of these calls makes one scan through sa.
+ // See the individual functions for documentation
+ // about each's role in the algorithm.
+ numLMS := placeLMS_32(text, sa, freq, bucket)
+ if numLMS <= 1 {
+ // 0 or 1 items are already sorted. Do nothing.
+ } else {
+ induceSubL_32(text, sa, freq, bucket)
+ induceSubS_32(text, sa, freq, bucket)
+ length_32(text, sa, numLMS)
+ maxID := assignID_32(text, sa, numLMS)
+ if maxID < numLMS {
+ map_32(sa, numLMS)
+ recurse_32(sa, tmp, numLMS, maxID)
+ unmap_32(text, sa, numLMS)
+ } else {
+ // If maxID == numLMS, then each LMS-substring
+ // is unique, so the relative ordering of two LMS-suffixes
+ // is determined by just the leading LMS-substring.
+ // That is, the LMS-suffix sort order matches the
+ // (simpler) LMS-substring sort order.
+ // Copy the original LMS-substring order into the
+ // suffix array destination.
+ copy(sa, sa[len(sa)-numLMS:])
+ }
+ expand_32(text, freq, bucket, sa, numLMS)
+ }
+ induceL_32(text, sa, freq, bucket)
+ induceS_32(text, sa, freq, bucket)
+
+ // Mark for caller that we overwrote tmp.
+ tmp[0] = -1
+}
+
+func sais_64(text []int64, textMax int, sa, tmp []int64) {
+ if len(sa) != len(text) || len(tmp) < int(textMax) {
+ panic("suffixarray: misuse of sais_64")
+ }
+
+ // Trivial base cases. Sorting 0 or 1 things is easy.
+ if len(text) == 0 {
+ return
+ }
+ if len(text) == 1 {
+ sa[0] = 0
+ return
+ }
+
+ // Establish slices indexed by text character
+ // holding character frequency and bucket-sort offsets.
+ // If there's only enough tmp for one slice,
+ // we make it the bucket offsets and recompute
+ // the character frequency each time we need it.
+ var freq, bucket []int64
+ if len(tmp) >= 2*textMax {
+ freq, bucket = tmp[:textMax], tmp[textMax:2*textMax]
+ freq[0] = -1 // mark as uninitialized
+ } else {
+ freq, bucket = nil, tmp[:textMax]
+ }
+
+ // The SAIS algorithm.
+ // Each of these calls makes one scan through sa.
+ // See the individual functions for documentation
+ // about each's role in the algorithm.
+ numLMS := placeLMS_64(text, sa, freq, bucket)
+ if numLMS <= 1 {
+ // 0 or 1 items are already sorted. Do nothing.
+ } else {
+ induceSubL_64(text, sa, freq, bucket)
+ induceSubS_64(text, sa, freq, bucket)
+ length_64(text, sa, numLMS)
+ maxID := assignID_64(text, sa, numLMS)
+ if maxID < numLMS {
+ map_64(sa, numLMS)
+ recurse_64(sa, tmp, numLMS, maxID)
+ unmap_64(text, sa, numLMS)
+ } else {
+ // If maxID == numLMS, then each LMS-substring
+ // is unique, so the relative ordering of two LMS-suffixes
+ // is determined by just the leading LMS-substring.
+ // That is, the LMS-suffix sort order matches the
+ // (simpler) LMS-substring sort order.
+ // Copy the original LMS-substring order into the
+ // suffix array destination.
+ copy(sa, sa[len(sa)-numLMS:])
+ }
+ expand_64(text, freq, bucket, sa, numLMS)
+ }
+ induceL_64(text, sa, freq, bucket)
+ induceS_64(text, sa, freq, bucket)
+
+ // Mark for caller that we overwrote tmp.
+ tmp[0] = -1
+}
+
+func freq_8_64(text []byte, freq, bucket []int64) []int64 {
+ if freq != nil && freq[0] >= 0 {
+ return freq // already computed
+ }
+ if freq == nil {
+ freq = bucket
+ }
+
+ freq = freq[:256] // eliminate bounds check for freq[c] below
+ for i := range freq {
+ freq[i] = 0
+ }
+ for _, c := range text {
+ freq[c]++
+ }
+ return freq
+}
+
+func freq_32(text []int32, freq, bucket []int32) []int32 {
+ if freq != nil && freq[0] >= 0 {
+ return freq // already computed
+ }
+ if freq == nil {
+ freq = bucket
+ }
+
+ for i := range freq {
+ freq[i] = 0
+ }
+ for _, c := range text {
+ freq[c]++
+ }
+ return freq
+}
+
+func freq_64(text []int64, freq, bucket []int64) []int64 {
+ if freq != nil && freq[0] >= 0 {
+ return freq // already computed
+ }
+ if freq == nil {
+ freq = bucket
+ }
+
+ for i := range freq {
+ freq[i] = 0
+ }
+ for _, c := range text {
+ freq[c]++
+ }
+ return freq
+}
+
+func bucketMin_8_64(text []byte, freq, bucket []int64) {
+ freq = freq_8_64(text, freq, bucket)
+ freq = freq[:256] // establish len(freq) = 256, so 0 ≤ i < 256 below
+ bucket = bucket[:256] // eliminate bounds check for bucket[i] below
+ total := int64(0)
+ for i, n := range freq {
+ bucket[i] = total
+ total += n
+ }
+}
+
+func bucketMin_32(text []int32, freq, bucket []int32) {
+ freq = freq_32(text, freq, bucket)
+ total := int32(0)
+ for i, n := range freq {
+ bucket[i] = total
+ total += n
+ }
+}
+
+func bucketMin_64(text []int64, freq, bucket []int64) {
+ freq = freq_64(text, freq, bucket)
+ total := int64(0)
+ for i, n := range freq {
+ bucket[i] = total
+ total += n
+ }
+}
+
+func bucketMax_8_64(text []byte, freq, bucket []int64) {
+ freq = freq_8_64(text, freq, bucket)
+ freq = freq[:256] // establish len(freq) = 256, so 0 ≤ i < 256 below
+ bucket = bucket[:256] // eliminate bounds check for bucket[i] below
+ total := int64(0)
+ for i, n := range freq {
+ total += n
+ bucket[i] = total
+ }
+}
+
+func bucketMax_32(text []int32, freq, bucket []int32) {
+ freq = freq_32(text, freq, bucket)
+ total := int32(0)
+ for i, n := range freq {
+ total += n
+ bucket[i] = total
+ }
+}
+
+func bucketMax_64(text []int64, freq, bucket []int64) {
+ freq = freq_64(text, freq, bucket)
+ total := int64(0)
+ for i, n := range freq {
+ total += n
+ bucket[i] = total
+ }
+}
+
+func placeLMS_8_64(text []byte, sa, freq, bucket []int64) int {
+ bucketMax_8_64(text, freq, bucket)
+
+ numLMS := 0
+ lastB := int64(-1)
+ bucket = bucket[:256] // eliminate bounds check for bucket[c1] below
+
+ // The next stanza of code (until the blank line) loop backward
+ // over text, stopping to execute a code body at each position i
+ // such that text[i] is an L-character and text[i+1] is an S-character.
+ // That is, i+1 is the position of the start of an LMS-substring.
+ // These could be hoisted out into a function with a callback,
+ // but at a significant speed cost. Instead, we just write these
+ // seven lines a few times in this source file. The copies below
+ // refer back to the pattern established by this original as the
+ // "LMS-substring iterator".
+ //
+ // In every scan through the text, c0, c1 are successive characters of text.
+ // In this backward scan, c0 == text[i] and c1 == text[i+1].
+ // By scanning backward, we can keep track of whether the current
+ // position is type-S or type-L according to the usual definition:
+ //
+ // - position len(text) is type S with text[len(text)] == -1 (the sentinel)
+ // - position i is type S if text[i] < text[i+1], or if text[i] == text[i+1] && i+1 is type S.
+ // - position i is type L if text[i] > text[i+1], or if text[i] == text[i+1] && i+1 is type L.
+ //
+ // The backward scan lets us maintain the current type,
+ // update it when we see c0 != c1, and otherwise leave it alone.
+ // We want to identify all S positions with a preceding L.
+ // Position len(text) is one such position by definition, but we have
+ // nowhere to write it down, so we eliminate it by untruthfully
+ // setting isTypeS = false at the start of the loop.
+ c0, c1, isTypeS := byte(0), byte(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Bucket the index i+1 for the start of an LMS-substring.
+ b := bucket[c1] - 1
+ bucket[c1] = b
+ sa[b] = int64(i + 1)
+ lastB = b
+ numLMS++
+ }
+ }
+
+ // We recorded the LMS-substring starts but really want the ends.
+ // Luckily, with two differences, the start indexes and the end indexes are the same.
+ // The first difference is that the rightmost LMS-substring's end index is len(text),
+ // so the caller must pretend that sa[-1] == len(text), as noted above.
+ // The second difference is that the first leftmost LMS-substring start index
+ // does not end an earlier LMS-substring, so as an optimization we can omit
+ // that leftmost LMS-substring start index (the last one we wrote).
+ //
+ // Exception: if numLMS <= 1, the caller is not going to bother with
+ // the recursion at all and will treat the result as containing LMS-substring starts.
+ // In that case, we don't remove the final entry.
+ if numLMS > 1 {
+ sa[lastB] = 0
+ }
+ return numLMS
+}
+
+func placeLMS_32(text []int32, sa, freq, bucket []int32) int {
+ bucketMax_32(text, freq, bucket)
+
+ numLMS := 0
+ lastB := int32(-1)
+
+ // The next stanza of code (until the blank line) loop backward
+ // over text, stopping to execute a code body at each position i
+ // such that text[i] is an L-character and text[i+1] is an S-character.
+ // That is, i+1 is the position of the start of an LMS-substring.
+ // These could be hoisted out into a function with a callback,
+ // but at a significant speed cost. Instead, we just write these
+ // seven lines a few times in this source file. The copies below
+ // refer back to the pattern established by this original as the
+ // "LMS-substring iterator".
+ //
+ // In every scan through the text, c0, c1 are successive characters of text.
+ // In this backward scan, c0 == text[i] and c1 == text[i+1].
+ // By scanning backward, we can keep track of whether the current
+ // position is type-S or type-L according to the usual definition:
+ //
+ // - position len(text) is type S with text[len(text)] == -1 (the sentinel)
+ // - position i is type S if text[i] < text[i+1], or if text[i] == text[i+1] && i+1 is type S.
+ // - position i is type L if text[i] > text[i+1], or if text[i] == text[i+1] && i+1 is type L.
+ //
+ // The backward scan lets us maintain the current type,
+ // update it when we see c0 != c1, and otherwise leave it alone.
+ // We want to identify all S positions with a preceding L.
+ // Position len(text) is one such position by definition, but we have
+ // nowhere to write it down, so we eliminate it by untruthfully
+ // setting isTypeS = false at the start of the loop.
+ c0, c1, isTypeS := int32(0), int32(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Bucket the index i+1 for the start of an LMS-substring.
+ b := bucket[c1] - 1
+ bucket[c1] = b
+ sa[b] = int32(i + 1)
+ lastB = b
+ numLMS++
+ }
+ }
+
+ // We recorded the LMS-substring starts but really want the ends.
+ // Luckily, with two differences, the start indexes and the end indexes are the same.
+ // The first difference is that the rightmost LMS-substring's end index is len(text),
+ // so the caller must pretend that sa[-1] == len(text), as noted above.
+ // The second difference is that the first leftmost LMS-substring start index
+ // does not end an earlier LMS-substring, so as an optimization we can omit
+ // that leftmost LMS-substring start index (the last one we wrote).
+ //
+ // Exception: if numLMS <= 1, the caller is not going to bother with
+ // the recursion at all and will treat the result as containing LMS-substring starts.
+ // In that case, we don't remove the final entry.
+ if numLMS > 1 {
+ sa[lastB] = 0
+ }
+ return numLMS
+}
+
+func placeLMS_64(text []int64, sa, freq, bucket []int64) int {
+ bucketMax_64(text, freq, bucket)
+
+ numLMS := 0
+ lastB := int64(-1)
+
+ // The next stanza of code (until the blank line) loop backward
+ // over text, stopping to execute a code body at each position i
+ // such that text[i] is an L-character and text[i+1] is an S-character.
+ // That is, i+1 is the position of the start of an LMS-substring.
+ // These could be hoisted out into a function with a callback,
+ // but at a significant speed cost. Instead, we just write these
+ // seven lines a few times in this source file. The copies below
+ // refer back to the pattern established by this original as the
+ // "LMS-substring iterator".
+ //
+ // In every scan through the text, c0, c1 are successive characters of text.
+ // In this backward scan, c0 == text[i] and c1 == text[i+1].
+ // By scanning backward, we can keep track of whether the current
+ // position is type-S or type-L according to the usual definition:
+ //
+ // - position len(text) is type S with text[len(text)] == -1 (the sentinel)
+ // - position i is type S if text[i] < text[i+1], or if text[i] == text[i+1] && i+1 is type S.
+ // - position i is type L if text[i] > text[i+1], or if text[i] == text[i+1] && i+1 is type L.
+ //
+ // The backward scan lets us maintain the current type,
+ // update it when we see c0 != c1, and otherwise leave it alone.
+ // We want to identify all S positions with a preceding L.
+ // Position len(text) is one such position by definition, but we have
+ // nowhere to write it down, so we eliminate it by untruthfully
+ // setting isTypeS = false at the start of the loop.
+ c0, c1, isTypeS := int64(0), int64(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Bucket the index i+1 for the start of an LMS-substring.
+ b := bucket[c1] - 1
+ bucket[c1] = b
+ sa[b] = int64(i + 1)
+ lastB = b
+ numLMS++
+ }
+ }
+
+ // We recorded the LMS-substring starts but really want the ends.
+ // Luckily, with two differences, the start indexes and the end indexes are the same.
+ // The first difference is that the rightmost LMS-substring's end index is len(text),
+ // so the caller must pretend that sa[-1] == len(text), as noted above.
+ // The second difference is that the first leftmost LMS-substring start index
+ // does not end an earlier LMS-substring, so as an optimization we can omit
+ // that leftmost LMS-substring start index (the last one we wrote).
+ //
+ // Exception: if numLMS <= 1, the caller is not going to bother with
+ // the recursion at all and will treat the result as containing LMS-substring starts.
+ // In that case, we don't remove the final entry.
+ if numLMS > 1 {
+ sa[lastB] = 0
+ }
+ return numLMS
+}
+
+func induceSubL_8_64(text []byte, sa, freq, bucket []int64) {
+ // Initialize positions for left side of character buckets.
+ bucketMin_8_64(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bounds check for bucket[cB] below
+
+ // As we scan the array left-to-right, each sa[i] = j > 0 is a correctly
+ // sorted suffix array entry (for text[j:]) for which we know that j-1 is type L.
+ // Because j-1 is type L, inserting it into sa now will sort it correctly.
+ // But we want to distinguish a j-1 with j-2 of type L from type S.
+ // We can process the former but want to leave the latter for the caller.
+ // We record the difference by negating j-1 if it is preceded by type S.
+ // Either way, the insertion (into the text[j-1] bucket) is guaranteed to
+ // happen at sa[i´] for some i´ > i, that is, in the portion of sa we have
+ // yet to scan. A single pass therefore sees indexes j, j-1, j-2, j-3,
+ // and so on, in sorted but not necessarily adjacent order, until it finds
+ // one preceded by an index of type S, at which point it must stop.
+ //
+ // As we scan through the array, we clear the worked entries (sa[i] > 0) to zero,
+ // and we flip sa[i] < 0 to -sa[i], so that the loop finishes with sa containing
+ // only the indexes of the leftmost L-type indexes for each LMS-substring.
+ //
+ // The suffix array sa therefore serves simultaneously as input, output,
+ // and a miraculously well-tailored work queue.
+
+ // placeLMS_8_64 left out the implicit entry sa[-1] == len(text),
+ // corresponding to the identified type-L index len(text)-1.
+ // Process it before the left-to-right scan of sa proper.
+ // See body in loop for commentary.
+ k := len(text) - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ // Cache recently used bucket index:
+ // we're processing suffixes in sorted order
+ // and accessing buckets indexed by the
+ // byte before the sorted order, which still
+ // has very good locality.
+ // Invariant: b is cached, possibly dirty copy of bucket[cB].
+ cB := c1
+ b := bucket[cB]
+ sa[b] = int64(k)
+ b++
+
+ for i := 0; i < len(sa); i++ {
+ j := int(sa[i])
+ if j == 0 {
+ // Skip empty entry.
+ continue
+ }
+ if j < 0 {
+ // Leave discovered type-S index for caller.
+ sa[i] = int64(-j)
+ continue
+ }
+ sa[i] = 0
+
+ // Index j was on work queue, meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is L-type, queue k for processing later in this loop.
+ // If k-1 is S-type (text[k-1] < text[k]), queue -k to save for the caller.
+ k := j - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ sa[b] = int64(k)
+ b++
+ }
+}
+
+func induceSubL_32(text []int32, sa, freq, bucket []int32) {
+ // Initialize positions for left side of character buckets.
+ bucketMin_32(text, freq, bucket)
+
+ // As we scan the array left-to-right, each sa[i] = j > 0 is a correctly
+ // sorted suffix array entry (for text[j:]) for which we know that j-1 is type L.
+ // Because j-1 is type L, inserting it into sa now will sort it correctly.
+ // But we want to distinguish a j-1 with j-2 of type L from type S.
+ // We can process the former but want to leave the latter for the caller.
+ // We record the difference by negating j-1 if it is preceded by type S.
+ // Either way, the insertion (into the text[j-1] bucket) is guaranteed to
+ // happen at sa[i´] for some i´ > i, that is, in the portion of sa we have
+ // yet to scan. A single pass therefore sees indexes j, j-1, j-2, j-3,
+ // and so on, in sorted but not necessarily adjacent order, until it finds
+ // one preceded by an index of type S, at which point it must stop.
+ //
+ // As we scan through the array, we clear the worked entries (sa[i] > 0) to zero,
+ // and we flip sa[i] < 0 to -sa[i], so that the loop finishes with sa containing
+ // only the indexes of the leftmost L-type indexes for each LMS-substring.
+ //
+ // The suffix array sa therefore serves simultaneously as input, output,
+ // and a miraculously well-tailored work queue.
+
+ // placeLMS_32 left out the implicit entry sa[-1] == len(text),
+ // corresponding to the identified type-L index len(text)-1.
+ // Process it before the left-to-right scan of sa proper.
+ // See body in loop for commentary.
+ k := len(text) - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ // Cache recently used bucket index:
+ // we're processing suffixes in sorted order
+ // and accessing buckets indexed by the
+ // int32 before the sorted order, which still
+ // has very good locality.
+ // Invariant: b is cached, possibly dirty copy of bucket[cB].
+ cB := c1
+ b := bucket[cB]
+ sa[b] = int32(k)
+ b++
+
+ for i := 0; i < len(sa); i++ {
+ j := int(sa[i])
+ if j == 0 {
+ // Skip empty entry.
+ continue
+ }
+ if j < 0 {
+ // Leave discovered type-S index for caller.
+ sa[i] = int32(-j)
+ continue
+ }
+ sa[i] = 0
+
+ // Index j was on work queue, meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is L-type, queue k for processing later in this loop.
+ // If k-1 is S-type (text[k-1] < text[k]), queue -k to save for the caller.
+ k := j - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ sa[b] = int32(k)
+ b++
+ }
+}
+
+func induceSubL_64(text []int64, sa, freq, bucket []int64) {
+ // Initialize positions for left side of character buckets.
+ bucketMin_64(text, freq, bucket)
+
+ // As we scan the array left-to-right, each sa[i] = j > 0 is a correctly
+ // sorted suffix array entry (for text[j:]) for which we know that j-1 is type L.
+ // Because j-1 is type L, inserting it into sa now will sort it correctly.
+ // But we want to distinguish a j-1 with j-2 of type L from type S.
+ // We can process the former but want to leave the latter for the caller.
+ // We record the difference by negating j-1 if it is preceded by type S.
+ // Either way, the insertion (into the text[j-1] bucket) is guaranteed to
+ // happen at sa[i´] for some i´ > i, that is, in the portion of sa we have
+ // yet to scan. A single pass therefore sees indexes j, j-1, j-2, j-3,
+ // and so on, in sorted but not necessarily adjacent order, until it finds
+ // one preceded by an index of type S, at which point it must stop.
+ //
+ // As we scan through the array, we clear the worked entries (sa[i] > 0) to zero,
+ // and we flip sa[i] < 0 to -sa[i], so that the loop finishes with sa containing
+ // only the indexes of the leftmost L-type indexes for each LMS-substring.
+ //
+ // The suffix array sa therefore serves simultaneously as input, output,
+ // and a miraculously well-tailored work queue.
+
+ // placeLMS_64 left out the implicit entry sa[-1] == len(text),
+ // corresponding to the identified type-L index len(text)-1.
+ // Process it before the left-to-right scan of sa proper.
+ // See body in loop for commentary.
+ k := len(text) - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ // Cache recently used bucket index:
+ // we're processing suffixes in sorted order
+ // and accessing buckets indexed by the
+ // int64 before the sorted order, which still
+ // has very good locality.
+ // Invariant: b is cached, possibly dirty copy of bucket[cB].
+ cB := c1
+ b := bucket[cB]
+ sa[b] = int64(k)
+ b++
+
+ for i := 0; i < len(sa); i++ {
+ j := int(sa[i])
+ if j == 0 {
+ // Skip empty entry.
+ continue
+ }
+ if j < 0 {
+ // Leave discovered type-S index for caller.
+ sa[i] = int64(-j)
+ continue
+ }
+ sa[i] = 0
+
+ // Index j was on work queue, meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is L-type, queue k for processing later in this loop.
+ // If k-1 is S-type (text[k-1] < text[k]), queue -k to save for the caller.
+ k := j - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ sa[b] = int64(k)
+ b++
+ }
+}
+
+func induceSubS_8_64(text []byte, sa, freq, bucket []int64) {
+ // Initialize positions for right side of character buckets.
+ bucketMax_8_64(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bounds check for bucket[cB] below
+
+ // Analogous to induceSubL_8_64 above,
+ // as we scan the array right-to-left, each sa[i] = j > 0 is a correctly
+ // sorted suffix array entry (for text[j:]) for which we know that j-1 is type S.
+ // Because j-1 is type S, inserting it into sa now will sort it correctly.
+ // But we want to distinguish a j-1 with j-2 of type S from type L.
+ // We can process the former but want to leave the latter for the caller.
+ // We record the difference by negating j-1 if it is preceded by type L.
+ // Either way, the insertion (into the text[j-1] bucket) is guaranteed to
+ // happen at sa[i´] for some i´ < i, that is, in the portion of sa we have
+ // yet to scan. A single pass therefore sees indexes j, j-1, j-2, j-3,
+ // and so on, in sorted but not necessarily adjacent order, until it finds
+ // one preceded by an index of type L, at which point it must stop.
+ // That index (preceded by one of type L) is an LMS-substring start.
+ //
+ // As we scan through the array, we clear the worked entries (sa[i] > 0) to zero,
+ // and we flip sa[i] < 0 to -sa[i] and compact into the top of sa,
+ // so that the loop finishes with the top of sa containing exactly
+ // the LMS-substring start indexes, sorted by LMS-substring.
+
+ // Cache recently used bucket index:
+ cB := byte(0)
+ b := bucket[cB]
+
+ top := len(sa)
+ for i := len(sa) - 1; i >= 0; i-- {
+ j := int(sa[i])
+ if j == 0 {
+ // Skip empty entry.
+ continue
+ }
+ sa[i] = 0
+ if j < 0 {
+ // Leave discovered LMS-substring start index for caller.
+ top--
+ sa[top] = int64(-j)
+ continue
+ }
+
+ // Index j was on work queue, meaning k := j-1 is S-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is S-type, queue k for processing later in this loop.
+ // If k-1 is L-type (text[k-1] > text[k]), queue -k to save for the caller.
+ k := j - 1
+ c1 := text[k]
+ c0 := text[k-1]
+ if c0 > c1 {
+ k = -k
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ b--
+ sa[b] = int64(k)
+ }
+}
+
+func induceSubS_32(text []int32, sa, freq, bucket []int32) {
+ // Initialize positions for right side of character buckets.
+ bucketMax_32(text, freq, bucket)
+
+ // Analogous to induceSubL_32 above,
+ // as we scan the array right-to-left, each sa[i] = j > 0 is a correctly
+ // sorted suffix array entry (for text[j:]) for which we know that j-1 is type S.
+ // Because j-1 is type S, inserting it into sa now will sort it correctly.
+ // But we want to distinguish a j-1 with j-2 of type S from type L.
+ // We can process the former but want to leave the latter for the caller.
+ // We record the difference by negating j-1 if it is preceded by type L.
+ // Either way, the insertion (into the text[j-1] bucket) is guaranteed to
+ // happen at sa[i´] for some i´ < i, that is, in the portion of sa we have
+ // yet to scan. A single pass therefore sees indexes j, j-1, j-2, j-3,
+ // and so on, in sorted but not necessarily adjacent order, until it finds
+ // one preceded by an index of type L, at which point it must stop.
+ // That index (preceded by one of type L) is an LMS-substring start.
+ //
+ // As we scan through the array, we clear the worked entries (sa[i] > 0) to zero,
+ // and we flip sa[i] < 0 to -sa[i] and compact into the top of sa,
+ // so that the loop finishes with the top of sa containing exactly
+ // the LMS-substring start indexes, sorted by LMS-substring.
+
+ // Cache recently used bucket index:
+ cB := int32(0)
+ b := bucket[cB]
+
+ top := len(sa)
+ for i := len(sa) - 1; i >= 0; i-- {
+ j := int(sa[i])
+ if j == 0 {
+ // Skip empty entry.
+ continue
+ }
+ sa[i] = 0
+ if j < 0 {
+ // Leave discovered LMS-substring start index for caller.
+ top--
+ sa[top] = int32(-j)
+ continue
+ }
+
+ // Index j was on work queue, meaning k := j-1 is S-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is S-type, queue k for processing later in this loop.
+ // If k-1 is L-type (text[k-1] > text[k]), queue -k to save for the caller.
+ k := j - 1
+ c1 := text[k]
+ c0 := text[k-1]
+ if c0 > c1 {
+ k = -k
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ b--
+ sa[b] = int32(k)
+ }
+}
+
+func induceSubS_64(text []int64, sa, freq, bucket []int64) {
+ // Initialize positions for right side of character buckets.
+ bucketMax_64(text, freq, bucket)
+
+ // Analogous to induceSubL_64 above,
+ // as we scan the array right-to-left, each sa[i] = j > 0 is a correctly
+ // sorted suffix array entry (for text[j:]) for which we know that j-1 is type S.
+ // Because j-1 is type S, inserting it into sa now will sort it correctly.
+ // But we want to distinguish a j-1 with j-2 of type S from type L.
+ // We can process the former but want to leave the latter for the caller.
+ // We record the difference by negating j-1 if it is preceded by type L.
+ // Either way, the insertion (into the text[j-1] bucket) is guaranteed to
+ // happen at sa[i´] for some i´ < i, that is, in the portion of sa we have
+ // yet to scan. A single pass therefore sees indexes j, j-1, j-2, j-3,
+ // and so on, in sorted but not necessarily adjacent order, until it finds
+ // one preceded by an index of type L, at which point it must stop.
+ // That index (preceded by one of type L) is an LMS-substring start.
+ //
+ // As we scan through the array, we clear the worked entries (sa[i] > 0) to zero,
+ // and we flip sa[i] < 0 to -sa[i] and compact into the top of sa,
+ // so that the loop finishes with the top of sa containing exactly
+ // the LMS-substring start indexes, sorted by LMS-substring.
+
+ // Cache recently used bucket index:
+ cB := int64(0)
+ b := bucket[cB]
+
+ top := len(sa)
+ for i := len(sa) - 1; i >= 0; i-- {
+ j := int(sa[i])
+ if j == 0 {
+ // Skip empty entry.
+ continue
+ }
+ sa[i] = 0
+ if j < 0 {
+ // Leave discovered LMS-substring start index for caller.
+ top--
+ sa[top] = int64(-j)
+ continue
+ }
+
+ // Index j was on work queue, meaning k := j-1 is S-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is S-type, queue k for processing later in this loop.
+ // If k-1 is L-type (text[k-1] > text[k]), queue -k to save for the caller.
+ k := j - 1
+ c1 := text[k]
+ c0 := text[k-1]
+ if c0 > c1 {
+ k = -k
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ b--
+ sa[b] = int64(k)
+ }
+}
+
+func length_8_64(text []byte, sa []int64, numLMS int) {
+ end := 0 // index of current LMS-substring end (0 indicates final LMS-substring)
+
+ // The encoding of N text bytes into a “length” word
+ // adds 1 to each byte, packs them into the bottom
+ // N*8 bits of a word, and then bitwise inverts the result.
+ // That is, the text sequence A B C (hex 41 42 43)
+ // encodes as ^uint64(0x42_43_44).
+ // LMS-substrings can never start or end with 0xFF.
+ // Adding 1 ensures the encoded byte sequence never
+ // starts or ends with 0x00, so that present bytes can be
+ // distinguished from zero-padding in the top bits,
+ // so the length need not be separately encoded.
+ // Inverting the bytes increases the chance that a
+ // 4-byte encoding will still be ≥ len(text).
+ // In particular, if the first byte is ASCII (<= 0x7E, so +1 <= 0x7F)
+ // then the high bit of the inversion will be set,
+ // making it clearly not a valid length (it would be a negative one).
+ //
+ // cx holds the pre-inverted encoding (the packed incremented bytes).
+ cx := uint64(0) // byte-only
+
+ // This stanza (until the blank line) is the "LMS-substring iterator",
+ // described in placeLMS_8_64 above, with one line added to maintain cx.
+ c0, c1, isTypeS := byte(0), byte(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ cx = cx<<8 | uint64(c1+1) // byte-only
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Index j = i+1 is the start of an LMS-substring.
+ // Compute length or encoded text to store in sa[j/2].
+ j := i + 1
+ var code int64
+ if end == 0 {
+ code = 0
+ } else {
+ code = int64(end - j)
+ if code <= 64/8 && ^cx >= uint64(len(text)) { // byte-only
+ code = int64(^cx) // byte-only
+ } // byte-only
+ }
+ sa[j>>1] = code
+ end = j + 1
+ cx = uint64(c1 + 1) // byte-only
+ }
+ }
+}
+
+func length_32(text []int32, sa []int32, numLMS int) {
+ end := 0 // index of current LMS-substring end (0 indicates final LMS-substring)
+
+ // The encoding of N text int32s into a “length” word
+ // adds 1 to each int32, packs them into the bottom
+ // N*8 bits of a word, and then bitwise inverts the result.
+ // That is, the text sequence A B C (hex 41 42 43)
+ // encodes as ^uint32(0x42_43_44).
+ // LMS-substrings can never start or end with 0xFF.
+ // Adding 1 ensures the encoded int32 sequence never
+ // starts or ends with 0x00, so that present int32s can be
+ // distinguished from zero-padding in the top bits,
+ // so the length need not be separately encoded.
+ // Inverting the int32s increases the chance that a
+ // 4-int32 encoding will still be ≥ len(text).
+ // In particular, if the first int32 is ASCII (<= 0x7E, so +1 <= 0x7F)
+ // then the high bit of the inversion will be set,
+ // making it clearly not a valid length (it would be a negative one).
+ //
+ // cx holds the pre-inverted encoding (the packed incremented int32s).
+
+ // This stanza (until the blank line) is the "LMS-substring iterator",
+ // described in placeLMS_32 above, with one line added to maintain cx.
+ c0, c1, isTypeS := int32(0), int32(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Index j = i+1 is the start of an LMS-substring.
+ // Compute length or encoded text to store in sa[j/2].
+ j := i + 1
+ var code int32
+ if end == 0 {
+ code = 0
+ } else {
+ code = int32(end - j)
+ }
+ sa[j>>1] = code
+ end = j + 1
+ }
+ }
+}
+
+func length_64(text []int64, sa []int64, numLMS int) {
+ end := 0 // index of current LMS-substring end (0 indicates final LMS-substring)
+
+ // The encoding of N text int64s into a “length” word
+ // adds 1 to each int64, packs them into the bottom
+ // N*8 bits of a word, and then bitwise inverts the result.
+ // That is, the text sequence A B C (hex 41 42 43)
+ // encodes as ^uint64(0x42_43_44).
+ // LMS-substrings can never start or end with 0xFF.
+ // Adding 1 ensures the encoded int64 sequence never
+ // starts or ends with 0x00, so that present int64s can be
+ // distinguished from zero-padding in the top bits,
+ // so the length need not be separately encoded.
+ // Inverting the int64s increases the chance that a
+ // 4-int64 encoding will still be ≥ len(text).
+ // In particular, if the first int64 is ASCII (<= 0x7E, so +1 <= 0x7F)
+ // then the high bit of the inversion will be set,
+ // making it clearly not a valid length (it would be a negative one).
+ //
+ // cx holds the pre-inverted encoding (the packed incremented int64s).
+
+ // This stanza (until the blank line) is the "LMS-substring iterator",
+ // described in placeLMS_64 above, with one line added to maintain cx.
+ c0, c1, isTypeS := int64(0), int64(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Index j = i+1 is the start of an LMS-substring.
+ // Compute length or encoded text to store in sa[j/2].
+ j := i + 1
+ var code int64
+ if end == 0 {
+ code = 0
+ } else {
+ code = int64(end - j)
+ }
+ sa[j>>1] = code
+ end = j + 1
+ }
+ }
+}
+
+func assignID_8_64(text []byte, sa []int64, numLMS int) int {
+ id := 0
+ lastLen := int64(-1) // impossible
+ lastPos := int64(0)
+ for _, j := range sa[len(sa)-numLMS:] {
+ // Is the LMS-substring at index j new, or is it the same as the last one we saw?
+ n := sa[j/2]
+ if n != lastLen {
+ goto New
+ }
+ if uint64(n) >= uint64(len(text)) {
+ // “Length” is really encoded full text, and they match.
+ goto Same
+ }
+ {
+ // Compare actual texts.
+ n := int(n)
+ this := text[j:][:n]
+ last := text[lastPos:][:n]
+ for i := 0; i < n; i++ {
+ if this[i] != last[i] {
+ goto New
+ }
+ }
+ goto Same
+ }
+ New:
+ id++
+ lastPos = j
+ lastLen = n
+ Same:
+ sa[j/2] = int64(id)
+ }
+ return id
+}
+
+func assignID_32(text []int32, sa []int32, numLMS int) int {
+ id := 0
+ lastLen := int32(-1) // impossible
+ lastPos := int32(0)
+ for _, j := range sa[len(sa)-numLMS:] {
+ // Is the LMS-substring at index j new, or is it the same as the last one we saw?
+ n := sa[j/2]
+ if n != lastLen {
+ goto New
+ }
+ if uint32(n) >= uint32(len(text)) {
+ // “Length” is really encoded full text, and they match.
+ goto Same
+ }
+ {
+ // Compare actual texts.
+ n := int(n)
+ this := text[j:][:n]
+ last := text[lastPos:][:n]
+ for i := 0; i < n; i++ {
+ if this[i] != last[i] {
+ goto New
+ }
+ }
+ goto Same
+ }
+ New:
+ id++
+ lastPos = j
+ lastLen = n
+ Same:
+ sa[j/2] = int32(id)
+ }
+ return id
+}
+
+func assignID_64(text []int64, sa []int64, numLMS int) int {
+ id := 0
+ lastLen := int64(-1) // impossible
+ lastPos := int64(0)
+ for _, j := range sa[len(sa)-numLMS:] {
+ // Is the LMS-substring at index j new, or is it the same as the last one we saw?
+ n := sa[j/2]
+ if n != lastLen {
+ goto New
+ }
+ if uint64(n) >= uint64(len(text)) {
+ // “Length” is really encoded full text, and they match.
+ goto Same
+ }
+ {
+ // Compare actual texts.
+ n := int(n)
+ this := text[j:][:n]
+ last := text[lastPos:][:n]
+ for i := 0; i < n; i++ {
+ if this[i] != last[i] {
+ goto New
+ }
+ }
+ goto Same
+ }
+ New:
+ id++
+ lastPos = j
+ lastLen = n
+ Same:
+ sa[j/2] = int64(id)
+ }
+ return id
+}
+
+func map_64(sa []int64, numLMS int) {
+ w := len(sa)
+ for i := len(sa) / 2; i >= 0; i-- {
+ j := sa[i]
+ if j > 0 {
+ w--
+ sa[w] = j - 1
+ }
+ }
+}
+
+func recurse_64(sa, oldTmp []int64, numLMS, maxID int) {
+ dst, saTmp, text := sa[:numLMS], sa[numLMS:len(sa)-numLMS], sa[len(sa)-numLMS:]
+
+ // Set up temporary space for recursive call.
+ // We must pass sais_64 a tmp buffer wiith at least maxID entries.
+ //
+ // The subproblem is guaranteed to have length at most len(sa)/2,
+ // so that sa can hold both the subproblem and its suffix array.
+ // Nearly all the time, however, the subproblem has length < len(sa)/3,
+ // in which case there is a subproblem-sized middle of sa that
+ // we can reuse for temporary space (saTmp).
+ // When recurse_64 is called from sais_8_64, oldTmp is length 512
+ // (from text_64), and saTmp will typically be much larger, so we'll use saTmp.
+ // When deeper recursions come back to recurse_64, now oldTmp is
+ // the saTmp from the top-most recursion, it is typically larger than
+ // the current saTmp (because the current sa gets smaller and smaller
+ // as the recursion gets deeper), and we keep reusing that top-most
+ // large saTmp instead of the offered smaller ones.
+ //
+ // Why is the subproblem length so often just under len(sa)/3?
+ // See Nong, Zhang, and Chen, section 3.6 for a plausible explanation.
+ // In brief, the len(sa)/2 case would correspond to an SLSLSLSLSLSL pattern
+ // in the input, perfect alternation of larger and smaller input bytes.
+ // Real text doesn't do that. If each L-type index is randomly followed
+ // by either an L-type or S-type index, then half the substrings will
+ // be of the form SLS, but the other half will be longer. Of that half,
+ // half (a quarter overall) will be SLLS; an eighth will be SLLLS, and so on.
+ // Not counting the final S in each (which overlaps the first S in the next),
+ // This works out to an average length 2×½ + 3×¼ + 4×⅛ + ... = 3.
+ // The space we need is further reduced by the fact that many of the
+ // short patterns like SLS will often be the same character sequences
+ // repeated throughout the text, reducing maxID relative to numLMS.
+ //
+ // For short inputs, the averages may not run in our favor, but then we
+ // can often fall back to using the length-512 tmp available in the
+ // top-most call. (Also a short allocation would not be a big deal.)
+ //
+ // For pathological inputs, we fall back to allocating a new tmp of length
+ // max(maxID, numLMS/2). This level of the recursion needs maxID,
+ // and all deeper levels of the recursion will need no more than numLMS/2,
+ // so this one allocation is guaranteed to suffice for the entire stack
+ // of recursive calls.
+ tmp := oldTmp
+ if len(tmp) < len(saTmp) {
+ tmp = saTmp
+ }
+ if len(tmp) < numLMS {
+ // TestSAIS/forcealloc reaches this code.
+ n := maxID
+ if n < numLMS/2 {
+ n = numLMS / 2
+ }
+ tmp = make([]int64, n)
+ }
+
+ // sais_64 requires that the caller arrange to clear dst,
+ // because in general the caller may know dst is
+ // freshly-allocated and already cleared. But this one is not.
+ for i := range dst {
+ dst[i] = 0
+ }
+ sais_64(text, maxID, dst, tmp)
+}
+
+func unmap_8_64(text []byte, sa []int64, numLMS int) {
+ unmap := sa[len(sa)-numLMS:]
+ j := len(unmap)
+
+ // "LMS-substring iterator" (see placeLMS_8_64 above).
+ c0, c1, isTypeS := byte(0), byte(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Populate inverse map.
+ j--
+ unmap[j] = int64(i + 1)
+ }
+ }
+
+ // Apply inverse map to subproblem suffix array.
+ sa = sa[:numLMS]
+ for i := 0; i < len(sa); i++ {
+ sa[i] = unmap[sa[i]]
+ }
+}
+
+func unmap_32(text []int32, sa []int32, numLMS int) {
+ unmap := sa[len(sa)-numLMS:]
+ j := len(unmap)
+
+ // "LMS-substring iterator" (see placeLMS_32 above).
+ c0, c1, isTypeS := int32(0), int32(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Populate inverse map.
+ j--
+ unmap[j] = int32(i + 1)
+ }
+ }
+
+ // Apply inverse map to subproblem suffix array.
+ sa = sa[:numLMS]
+ for i := 0; i < len(sa); i++ {
+ sa[i] = unmap[sa[i]]
+ }
+}
+
+func unmap_64(text []int64, sa []int64, numLMS int) {
+ unmap := sa[len(sa)-numLMS:]
+ j := len(unmap)
+
+ // "LMS-substring iterator" (see placeLMS_64 above).
+ c0, c1, isTypeS := int64(0), int64(0), false
+ for i := len(text) - 1; i >= 0; i-- {
+ c0, c1 = text[i], c0
+ if c0 < c1 {
+ isTypeS = true
+ } else if c0 > c1 && isTypeS {
+ isTypeS = false
+
+ // Populate inverse map.
+ j--
+ unmap[j] = int64(i + 1)
+ }
+ }
+
+ // Apply inverse map to subproblem suffix array.
+ sa = sa[:numLMS]
+ for i := 0; i < len(sa); i++ {
+ sa[i] = unmap[sa[i]]
+ }
+}
+
+func expand_8_64(text []byte, freq, bucket, sa []int64, numLMS int) {
+ bucketMax_8_64(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bound check for bucket[c] below
+
+ // Loop backward through sa, always tracking
+ // the next index to populate from sa[:numLMS].
+ // When we get to one, populate it.
+ // Zero the rest of the slots; they have dead values in them.
+ x := numLMS - 1
+ saX := sa[x]
+ c := text[saX]
+ b := bucket[c] - 1
+ bucket[c] = b
+
+ for i := len(sa) - 1; i >= 0; i-- {
+ if i != int(b) {
+ sa[i] = 0
+ continue
+ }
+ sa[i] = saX
+
+ // Load next entry to put down (if any).
+ if x > 0 {
+ x--
+ saX = sa[x] // TODO bounds check
+ c = text[saX]
+ b = bucket[c] - 1
+ bucket[c] = b
+ }
+ }
+}
+
+func expand_32(text []int32, freq, bucket, sa []int32, numLMS int) {
+ bucketMax_32(text, freq, bucket)
+
+ // Loop backward through sa, always tracking
+ // the next index to populate from sa[:numLMS].
+ // When we get to one, populate it.
+ // Zero the rest of the slots; they have dead values in them.
+ x := numLMS - 1
+ saX := sa[x]
+ c := text[saX]
+ b := bucket[c] - 1
+ bucket[c] = b
+
+ for i := len(sa) - 1; i >= 0; i-- {
+ if i != int(b) {
+ sa[i] = 0
+ continue
+ }
+ sa[i] = saX
+
+ // Load next entry to put down (if any).
+ if x > 0 {
+ x--
+ saX = sa[x] // TODO bounds check
+ c = text[saX]
+ b = bucket[c] - 1
+ bucket[c] = b
+ }
+ }
+}
+
+func expand_64(text []int64, freq, bucket, sa []int64, numLMS int) {
+ bucketMax_64(text, freq, bucket)
+
+ // Loop backward through sa, always tracking
+ // the next index to populate from sa[:numLMS].
+ // When we get to one, populate it.
+ // Zero the rest of the slots; they have dead values in them.
+ x := numLMS - 1
+ saX := sa[x]
+ c := text[saX]
+ b := bucket[c] - 1
+ bucket[c] = b
+
+ for i := len(sa) - 1; i >= 0; i-- {
+ if i != int(b) {
+ sa[i] = 0
+ continue
+ }
+ sa[i] = saX
+
+ // Load next entry to put down (if any).
+ if x > 0 {
+ x--
+ saX = sa[x] // TODO bounds check
+ c = text[saX]
+ b = bucket[c] - 1
+ bucket[c] = b
+ }
+ }
+}
+
+func induceL_8_64(text []byte, sa, freq, bucket []int64) {
+ // Initialize positions for left side of character buckets.
+ bucketMin_8_64(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bounds check for bucket[cB] below
+
+ // This scan is similar to the one in induceSubL_8_64 above.
+ // That one arranges to clear all but the leftmost L-type indexes.
+ // This scan leaves all the L-type indexes and the original S-type
+ // indexes, but it negates the positive leftmost L-type indexes
+ // (the ones that induceS_8_64 needs to process).
+
+ // expand_8_64 left out the implicit entry sa[-1] == len(text),
+ // corresponding to the identified type-L index len(text)-1.
+ // Process it before the left-to-right scan of sa proper.
+ // See body in loop for commentary.
+ k := len(text) - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ // Cache recently used bucket index.
+ cB := c1
+ b := bucket[cB]
+ sa[b] = int64(k)
+ b++
+
+ for i := 0; i < len(sa); i++ {
+ j := int(sa[i])
+ if j <= 0 {
+ // Skip empty or negated entry (including negated zero).
+ continue
+ }
+
+ // Index j was on work queue, meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is L-type, queue k for processing later in this loop.
+ // If k-1 is S-type (text[k-1] < text[k]), queue -k to save for the caller.
+ // If k is zero, k-1 doesn't exist, so we only need to leave it
+ // for the caller. The caller can't tell the difference between
+ // an empty slot and a non-empty zero, but there's no need
+ // to distinguish them anyway: the final suffix array will end up
+ // with one zero somewhere, and that will be a real zero.
+ k := j - 1
+ c1 := text[k]
+ if k > 0 {
+ if c0 := text[k-1]; c0 < c1 {
+ k = -k
+ }
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ sa[b] = int64(k)
+ b++
+ }
+}
+
+func induceL_32(text []int32, sa, freq, bucket []int32) {
+ // Initialize positions for left side of character buckets.
+ bucketMin_32(text, freq, bucket)
+
+ // This scan is similar to the one in induceSubL_32 above.
+ // That one arranges to clear all but the leftmost L-type indexes.
+ // This scan leaves all the L-type indexes and the original S-type
+ // indexes, but it negates the positive leftmost L-type indexes
+ // (the ones that induceS_32 needs to process).
+
+ // expand_32 left out the implicit entry sa[-1] == len(text),
+ // corresponding to the identified type-L index len(text)-1.
+ // Process it before the left-to-right scan of sa proper.
+ // See body in loop for commentary.
+ k := len(text) - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ // Cache recently used bucket index.
+ cB := c1
+ b := bucket[cB]
+ sa[b] = int32(k)
+ b++
+
+ for i := 0; i < len(sa); i++ {
+ j := int(sa[i])
+ if j <= 0 {
+ // Skip empty or negated entry (including negated zero).
+ continue
+ }
+
+ // Index j was on work queue, meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is L-type, queue k for processing later in this loop.
+ // If k-1 is S-type (text[k-1] < text[k]), queue -k to save for the caller.
+ // If k is zero, k-1 doesn't exist, so we only need to leave it
+ // for the caller. The caller can't tell the difference between
+ // an empty slot and a non-empty zero, but there's no need
+ // to distinguish them anyway: the final suffix array will end up
+ // with one zero somewhere, and that will be a real zero.
+ k := j - 1
+ c1 := text[k]
+ if k > 0 {
+ if c0 := text[k-1]; c0 < c1 {
+ k = -k
+ }
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ sa[b] = int32(k)
+ b++
+ }
+}
+
+func induceL_64(text []int64, sa, freq, bucket []int64) {
+ // Initialize positions for left side of character buckets.
+ bucketMin_64(text, freq, bucket)
+
+ // This scan is similar to the one in induceSubL_64 above.
+ // That one arranges to clear all but the leftmost L-type indexes.
+ // This scan leaves all the L-type indexes and the original S-type
+ // indexes, but it negates the positive leftmost L-type indexes
+ // (the ones that induceS_64 needs to process).
+
+ // expand_64 left out the implicit entry sa[-1] == len(text),
+ // corresponding to the identified type-L index len(text)-1.
+ // Process it before the left-to-right scan of sa proper.
+ // See body in loop for commentary.
+ k := len(text) - 1
+ c0, c1 := text[k-1], text[k]
+ if c0 < c1 {
+ k = -k
+ }
+
+ // Cache recently used bucket index.
+ cB := c1
+ b := bucket[cB]
+ sa[b] = int64(k)
+ b++
+
+ for i := 0; i < len(sa); i++ {
+ j := int(sa[i])
+ if j <= 0 {
+ // Skip empty or negated entry (including negated zero).
+ continue
+ }
+
+ // Index j was on work queue, meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is L-type, queue k for processing later in this loop.
+ // If k-1 is S-type (text[k-1] < text[k]), queue -k to save for the caller.
+ // If k is zero, k-1 doesn't exist, so we only need to leave it
+ // for the caller. The caller can't tell the difference between
+ // an empty slot and a non-empty zero, but there's no need
+ // to distinguish them anyway: the final suffix array will end up
+ // with one zero somewhere, and that will be a real zero.
+ k := j - 1
+ c1 := text[k]
+ if k > 0 {
+ if c0 := text[k-1]; c0 < c1 {
+ k = -k
+ }
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ sa[b] = int64(k)
+ b++
+ }
+}
+
+func induceS_8_64(text []byte, sa, freq, bucket []int64) {
+ // Initialize positions for right side of character buckets.
+ bucketMax_8_64(text, freq, bucket)
+ bucket = bucket[:256] // eliminate bounds check for bucket[cB] below
+
+ cB := byte(0)
+ b := bucket[cB]
+
+ for i := len(sa) - 1; i >= 0; i-- {
+ j := int(sa[i])
+ if j >= 0 {
+ // Skip non-flagged entry.
+ // (This loop can't see an empty entry; 0 means the real zero index.)
+ continue
+ }
+
+ // Negative j is a work queue entry; rewrite to positive j for final suffix array.
+ j = -j
+ sa[i] = int64(j)
+
+ // Index j was on work queue (encoded as -j but now decoded),
+ // meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is S-type, queue -k for processing later in this loop.
+ // If k-1 is L-type (text[k-1] > text[k]), queue k to save for the caller.
+ // If k is zero, k-1 doesn't exist, so we only need to leave it
+ // for the caller.
+ k := j - 1
+ c1 := text[k]
+ if k > 0 {
+ if c0 := text[k-1]; c0 <= c1 {
+ k = -k
+ }
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ b--
+ sa[b] = int64(k)
+ }
+}
+
+func induceS_32(text []int32, sa, freq, bucket []int32) {
+ // Initialize positions for right side of character buckets.
+ bucketMax_32(text, freq, bucket)
+
+ cB := int32(0)
+ b := bucket[cB]
+
+ for i := len(sa) - 1; i >= 0; i-- {
+ j := int(sa[i])
+ if j >= 0 {
+ // Skip non-flagged entry.
+ // (This loop can't see an empty entry; 0 means the real zero index.)
+ continue
+ }
+
+ // Negative j is a work queue entry; rewrite to positive j for final suffix array.
+ j = -j
+ sa[i] = int32(j)
+
+ // Index j was on work queue (encoded as -j but now decoded),
+ // meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is S-type, queue -k for processing later in this loop.
+ // If k-1 is L-type (text[k-1] > text[k]), queue k to save for the caller.
+ // If k is zero, k-1 doesn't exist, so we only need to leave it
+ // for the caller.
+ k := j - 1
+ c1 := text[k]
+ if k > 0 {
+ if c0 := text[k-1]; c0 <= c1 {
+ k = -k
+ }
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ b--
+ sa[b] = int32(k)
+ }
+}
+
+func induceS_64(text []int64, sa, freq, bucket []int64) {
+ // Initialize positions for right side of character buckets.
+ bucketMax_64(text, freq, bucket)
+
+ cB := int64(0)
+ b := bucket[cB]
+
+ for i := len(sa) - 1; i >= 0; i-- {
+ j := int(sa[i])
+ if j >= 0 {
+ // Skip non-flagged entry.
+ // (This loop can't see an empty entry; 0 means the real zero index.)
+ continue
+ }
+
+ // Negative j is a work queue entry; rewrite to positive j for final suffix array.
+ j = -j
+ sa[i] = int64(j)
+
+ // Index j was on work queue (encoded as -j but now decoded),
+ // meaning k := j-1 is L-type,
+ // so we can now place k correctly into sa.
+ // If k-1 is S-type, queue -k for processing later in this loop.
+ // If k-1 is L-type (text[k-1] > text[k]), queue k to save for the caller.
+ // If k is zero, k-1 doesn't exist, so we only need to leave it
+ // for the caller.
+ k := j - 1
+ c1 := text[k]
+ if k > 0 {
+ if c0 := text[k-1]; c0 <= c1 {
+ k = -k
+ }
+ }
+
+ if cB != c1 {
+ bucket[cB] = b
+ cB = c1
+ b = bucket[cB]
+ }
+ b--
+ sa[b] = int64(k)
+ }
+}
diff --git a/src/index/suffixarray/suffixarray.go b/src/index/suffixarray/suffixarray.go
new file mode 100644
index 0000000..9c169e7
--- /dev/null
+++ b/src/index/suffixarray/suffixarray.go
@@ -0,0 +1,385 @@
+// Copyright 2010 The Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+// Package suffixarray implements substring search in logarithmic time using
+// an in-memory suffix array.
+//
+// Example use:
+//
+// // create index for some data
+// index := suffixarray.New(data)
+//
+// // lookup byte slice s
+// offsets1 := index.Lookup(s, -1) // the list of all indices where s occurs in data
+// offsets2 := index.Lookup(s, 3) // the list of at most 3 indices where s occurs in data
+//
+package suffixarray
+
+import (
+ "bytes"
+ "encoding/binary"
+ "errors"
+ "io"
+ "math"
+ "regexp"
+ "sort"
+)
+
+// Can change for testing
+var maxData32 int = realMaxData32
+
+const realMaxData32 = math.MaxInt32
+
+// Index implements a suffix array for fast substring search.
+type Index struct {
+ data []byte
+ sa ints // suffix array for data; sa.len() == len(data)
+}
+
+// An ints is either an []int32 or an []int64.
+// That is, one of them is empty, and one is the real data.
+// The int64 form is used when len(data) > maxData32
+type ints struct {
+ int32 []int32
+ int64 []int64
+}
+
+func (a *ints) len() int {
+ return len(a.int32) + len(a.int64)
+}
+
+func (a *ints) get(i int) int64 {
+ if a.int32 != nil {
+ return int64(a.int32[i])
+ }
+ return a.int64[i]
+}
+
+func (a *ints) set(i int, v int64) {
+ if a.int32 != nil {
+ a.int32[i] = int32(v)
+ } else {
+ a.int64[i] = v
+ }
+}
+
+func (a *ints) slice(i, j int) ints {
+ if a.int32 != nil {
+ return ints{a.int32[i:j], nil}
+ }
+ return ints{nil, a.int64[i:j]}
+}
+
+// New creates a new Index for data.
+// Index creation time is O(N) for N = len(data).
+func New(data []byte) *Index {
+ ix := &Index{data: data}
+ if len(data) <= maxData32 {
+ ix.sa.int32 = make([]int32, len(data))
+ text_32(data, ix.sa.int32)
+ } else {
+ ix.sa.int64 = make([]int64, len(data))
+ text_64(data, ix.sa.int64)
+ }
+ return ix
+}
+
+// writeInt writes an int x to w using buf to buffer the write.
+func writeInt(w io.Writer, buf []byte, x int) error {
+ binary.PutVarint(buf, int64(x))
+ _, err := w.Write(buf[0:binary.MaxVarintLen64])
+ return err
+}
+
+// readInt reads an int x from r using buf to buffer the read and returns x.
+func readInt(r io.Reader, buf []byte) (int64, error) {
+ _, err := io.ReadFull(r, buf[0:binary.MaxVarintLen64]) // ok to continue with error
+ x, _ := binary.Varint(buf)
+ return x, err
+}
+
+// writeSlice writes data[:n] to w and returns n.
+// It uses buf to buffer the write.
+func writeSlice(w io.Writer, buf []byte, data ints) (n int, err error) {
+ // encode as many elements as fit into buf
+ p := binary.MaxVarintLen64
+ m := data.len()
+ for ; n < m && p+binary.MaxVarintLen64 <= len(buf); n++ {
+ p += binary.PutUvarint(buf[p:], uint64(data.get(n)))
+ }
+
+ // update buffer size
+ binary.PutVarint(buf, int64(p))
+
+ // write buffer
+ _, err = w.Write(buf[0:p])
+ return
+}
+
+var errTooBig = errors.New("suffixarray: data too large")
+
+// readSlice reads data[:n] from r and returns n.
+// It uses buf to buffer the read.
+func readSlice(r io.Reader, buf []byte, data ints) (n int, err error) {
+ // read buffer size
+ var size64 int64
+ size64, err = readInt(r, buf)
+ if err != nil {
+ return
+ }
+ if int64(int(size64)) != size64 || int(size64) < 0 {
+ // We never write chunks this big anyway.
+ return 0, errTooBig
+ }
+ size := int(size64)
+
+ // read buffer w/o the size
+ if _, err = io.ReadFull(r, buf[binary.MaxVarintLen64:size]); err != nil {
+ return
+ }
+
+ // decode as many elements as present in buf
+ for p := binary.MaxVarintLen64; p < size; n++ {
+ x, w := binary.Uvarint(buf[p:])
+ data.set(n, int64(x))
+ p += w
+ }
+
+ return
+}
+
+const bufSize = 16 << 10 // reasonable for BenchmarkSaveRestore
+
+// Read reads the index from r into x; x must not be nil.
+func (x *Index) Read(r io.Reader) error {
+ // buffer for all reads
+ buf := make([]byte, bufSize)
+
+ // read length
+ n64, err := readInt(r, buf)
+ if err != nil {
+ return err
+ }
+ if int64(int(n64)) != n64 || int(n64) < 0 {
+ return errTooBig
+ }
+ n := int(n64)
+
+ // allocate space
+ if 2*n < cap(x.data) || cap(x.data) < n || x.sa.int32 != nil && n > maxData32 || x.sa.int64 != nil && n <= maxData32 {
+ // new data is significantly smaller or larger than
+ // existing buffers - allocate new ones
+ x.data = make([]byte, n)
+ x.sa.int32 = nil
+ x.sa.int64 = nil
+ if n <= maxData32 {
+ x.sa.int32 = make([]int32, n)
+ } else {
+ x.sa.int64 = make([]int64, n)
+ }
+ } else {
+ // re-use existing buffers
+ x.data = x.data[0:n]
+ x.sa = x.sa.slice(0, n)
+ }
+
+ // read data
+ if _, err := io.ReadFull(r, x.data); err != nil {
+ return err
+ }
+
+ // read index
+ sa := x.sa
+ for sa.len() > 0 {
+ n, err := readSlice(r, buf, sa)
+ if err != nil {
+ return err
+ }
+ sa = sa.slice(n, sa.len())
+ }
+ return nil
+}
+
+// Write writes the index x to w.
+func (x *Index) Write(w io.Writer) error {
+ // buffer for all writes
+ buf := make([]byte, bufSize)
+
+ // write length
+ if err := writeInt(w, buf, len(x.data)); err != nil {
+ return err
+ }
+
+ // write data
+ if _, err := w.Write(x.data); err != nil {
+ return err
+ }
+
+ // write index
+ sa := x.sa
+ for sa.len() > 0 {
+ n, err := writeSlice(w, buf, sa)
+ if err != nil {
+ return err
+ }
+ sa = sa.slice(n, sa.len())
+ }
+ return nil
+}
+
+// Bytes returns the data over which the index was created.
+// It must not be modified.
+//
+func (x *Index) Bytes() []byte {
+ return x.data
+}
+
+func (x *Index) at(i int) []byte {
+ return x.data[x.sa.get(i):]
+}
+
+// lookupAll returns a slice into the matching region of the index.
+// The runtime is O(log(N)*len(s)).
+func (x *Index) lookupAll(s []byte) ints {
+ // find matching suffix index range [i:j]
+ // find the first index where s would be the prefix
+ i := sort.Search(x.sa.len(), func(i int) bool { return bytes.Compare(x.at(i), s) >= 0 })
+ // starting at i, find the first index at which s is not a prefix
+ j := i + sort.Search(x.sa.len()-i, func(j int) bool { return !bytes.HasPrefix(x.at(j+i), s) })
+ return x.sa.slice(i, j)
+}
+
+// Lookup returns an unsorted list of at most n indices where the byte string s
+// occurs in the indexed data. If n < 0, all occurrences are returned.
+// The result is nil if s is empty, s is not found, or n == 0.
+// Lookup time is O(log(N)*len(s) + len(result)) where N is the
+// size of the indexed data.
+//
+func (x *Index) Lookup(s []byte, n int) (result []int) {
+ if len(s) > 0 && n != 0 {
+ matches := x.lookupAll(s)
+ count := matches.len()
+ if n < 0 || count < n {
+ n = count
+ }
+ // 0 <= n <= count
+ if n > 0 {
+ result = make([]int, n)
+ if matches.int32 != nil {
+ for i := range result {
+ result[i] = int(matches.int32[i])
+ }
+ } else {
+ for i := range result {
+ result[i] = int(matches.int64[i])
+ }
+ }
+ }
+ }
+ return
+}
+
+// FindAllIndex returns a sorted list of non-overlapping matches of the
+// regular expression r, where a match is a pair of indices specifying
+// the matched slice of x.Bytes(). If n < 0, all matches are returned
+// in successive order. Otherwise, at most n matches are returned and
+// they may not be successive. The result is nil if there are no matches,
+// or if n == 0.
+//
+func (x *Index) FindAllIndex(r *regexp.Regexp, n int) (result [][]int) {
+ // a non-empty literal prefix is used to determine possible
+ // match start indices with Lookup
+ prefix, complete := r.LiteralPrefix()
+ lit := []byte(prefix)
+
+ // worst-case scenario: no literal prefix
+ if prefix == "" {
+ return r.FindAllIndex(x.data, n)
+ }
+
+ // if regexp is a literal just use Lookup and convert its
+ // result into match pairs
+ if complete {
+ // Lookup returns indices that may belong to overlapping matches.
+ // After eliminating them, we may end up with fewer than n matches.
+ // If we don't have enough at the end, redo the search with an
+ // increased value n1, but only if Lookup returned all the requested
+ // indices in the first place (if it returned fewer than that then
+ // there cannot be more).
+ for n1 := n; ; n1 += 2 * (n - len(result)) /* overflow ok */ {
+ indices := x.Lookup(lit, n1)
+ if len(indices) == 0 {
+ return
+ }
+ sort.Ints(indices)
+ pairs := make([]int, 2*len(indices))
+ result = make([][]int, len(indices))
+ count := 0
+ prev := 0
+ for _, i := range indices {
+ if count == n {
+ break
+ }
+ // ignore indices leading to overlapping matches
+ if prev <= i {
+ j := 2 * count
+ pairs[j+0] = i
+ pairs[j+1] = i + len(lit)
+ result[count] = pairs[j : j+2]
+ count++
+ prev = i + len(lit)
+ }
+ }
+ result = result[0:count]
+ if len(result) >= n || len(indices) != n1 {
+ // found all matches or there's no chance to find more
+ // (n and n1 can be negative)
+ break
+ }
+ }
+ if len(result) == 0 {
+ result = nil
+ }
+ return
+ }
+
+ // regexp has a non-empty literal prefix; Lookup(lit) computes
+ // the indices of possible complete matches; use these as starting
+ // points for anchored searches
+ // (regexp "^" matches beginning of input, not beginning of line)
+ r = regexp.MustCompile("^" + r.String()) // compiles because r compiled
+
+ // same comment about Lookup applies here as in the loop above
+ for n1 := n; ; n1 += 2 * (n - len(result)) /* overflow ok */ {
+ indices := x.Lookup(lit, n1)
+ if len(indices) == 0 {
+ return
+ }
+ sort.Ints(indices)
+ result = result[0:0]
+ prev := 0
+ for _, i := range indices {
+ if len(result) == n {
+ break
+ }
+ m := r.FindIndex(x.data[i:]) // anchored search - will not run off
+ // ignore indices leading to overlapping matches
+ if m != nil && prev <= i {
+ m[0] = i // correct m
+ m[1] += i
+ result = append(result, m)
+ prev = m[1]
+ }
+ }
+ if len(result) >= n || len(indices) != n1 {
+ // found all matches or there's no chance to find more
+ // (n and n1 can be negative)
+ break
+ }
+ }
+ if len(result) == 0 {
+ result = nil
+ }
+ return
+}
diff --git a/src/index/suffixarray/suffixarray_test.go b/src/index/suffixarray/suffixarray_test.go
new file mode 100644
index 0000000..44c5041
--- /dev/null
+++ b/src/index/suffixarray/suffixarray_test.go
@@ -0,0 +1,615 @@
+// Copyright 2010 The Go Authors. All rights reserved.
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+package suffixarray
+
+import (
+ "bytes"
+ "fmt"
+ "io/fs"
+ "math/rand"
+ "os"
+ "path/filepath"
+ "regexp"
+ "sort"
+ "strings"
+ "testing"
+)
+
+type testCase struct {
+ name string // name of test case
+ source string // source to index
+ patterns []string // patterns to lookup
+}
+
+var testCases = []testCase{
+ {
+ "empty string",
+ "",
+ []string{
+ "",
+ "foo",
+ "(foo)",
+ ".*",
+ "a*",
+ },
+ },
+
+ {
+ "all a's",
+ "aaaaaaaaaa", // 10 a's
+ []string{
+ "",
+ "a",
+ "aa",
+ "aaa",
+ "aaaa",
+ "aaaaa",
+ "aaaaaa",
+ "aaaaaaa",
+ "aaaaaaaa",
+ "aaaaaaaaa",
+ "aaaaaaaaaa",
+ "aaaaaaaaaaa", // 11 a's
+ ".",
+ ".*",
+ "a+",
+ "aa+",
+ "aaaa[b]?",
+ "aaa*",
+ },
+ },
+
+ {
+ "abc",
+ "abc",
+ []string{
+ "a",
+ "b",
+ "c",
+ "ab",
+ "bc",
+ "abc",
+ "a.c",
+ "a(b|c)",
+ "abc?",
+ },
+ },
+
+ {
+ "barbara*3",
+ "barbarabarbarabarbara",
+ []string{
+ "a",
+ "bar",
+ "rab",
+ "arab",
+ "barbar",
+ "bara?bar",
+ },
+ },
+
+ {
+ "typing drill",
+ "Now is the time for all good men to come to the aid of their country.",
+ []string{
+ "Now",
+ "the time",
+ "to come the aid",
+ "is the time for all good men to come to the aid of their",
+ "to (come|the)?",
+ },
+ },
+
+ {
+ "godoc simulation",
+ "package main\n\nimport(\n \"rand\"\n ",
+ []string{},
+ },
+}
+
+// find all occurrences of s in source; report at most n occurrences
+func find(src, s string, n int) []int {
+ var res []int
+ if s != "" && n != 0 {
+ // find at most n occurrences of s in src
+ for i := -1; n < 0 || len(res) < n; {
+ j := strings.Index(src[i+1:], s)
+ if j < 0 {
+ break
+ }
+ i += j + 1
+ res = append(res, i)
+ }
+ }
+ return res
+}
+
+func testLookup(t *testing.T, tc *testCase, x *Index, s string, n int) {
+ res := x.Lookup([]byte(s), n)
+ exp := find(tc.source, s, n)
+
+ // check that the lengths match
+ if len(res) != len(exp) {
+ t.Errorf("test %q, lookup %q (n = %d): expected %d results; got %d", tc.name, s, n, len(exp), len(res))
+ }
+
+ // if n >= 0 the number of results is limited --- unless n >= all results,
+ // we may obtain different positions from the Index and from find (because
+ // Index may not find the results in the same order as find) => in general
+ // we cannot simply check that the res and exp lists are equal
+
+ // check that each result is in fact a correct match and there are no duplicates
+ sort.Ints(res)
+ for i, r := range res {
+ if r < 0 || len(tc.source) <= r {
+ t.Errorf("test %q, lookup %q, result %d (n = %d): index %d out of range [0, %d[", tc.name, s, i, n, r, len(tc.source))
+ } else if !strings.HasPrefix(tc.source[r:], s) {
+ t.Errorf("test %q, lookup %q, result %d (n = %d): index %d not a match", tc.name, s, i, n, r)
+ }
+ if i > 0 && res[i-1] == r {
+ t.Errorf("test %q, lookup %q, result %d (n = %d): found duplicate index %d", tc.name, s, i, n, r)
+ }
+ }
+
+ if n < 0 {
+ // all results computed - sorted res and exp must be equal
+ for i, r := range res {
+ e := exp[i]
+ if r != e {
+ t.Errorf("test %q, lookup %q, result %d: expected index %d; got %d", tc.name, s, i, e, r)
+ }
+ }
+ }
+}
+
+func testFindAllIndex(t *testing.T, tc *testCase, x *Index, rx *regexp.Regexp, n int) {
+ res := x.FindAllIndex(rx, n)
+ exp := rx.FindAllStringIndex(tc.source, n)
+
+ // check that the lengths match
+ if len(res) != len(exp) {
+ t.Errorf("test %q, FindAllIndex %q (n = %d): expected %d results; got %d", tc.name, rx, n, len(exp), len(res))
+ }
+
+ // if n >= 0 the number of results is limited --- unless n >= all results,
+ // we may obtain different positions from the Index and from regexp (because
+ // Index may not find the results in the same order as regexp) => in general
+ // we cannot simply check that the res and exp lists are equal
+
+ // check that each result is in fact a correct match and the result is sorted
+ for i, r := range res {
+ if r[0] < 0 || r[0] > r[1] || len(tc.source) < r[1] {
+ t.Errorf("test %q, FindAllIndex %q, result %d (n == %d): illegal match [%d, %d]", tc.name, rx, i, n, r[0], r[1])
+ } else if !rx.MatchString(tc.source[r[0]:r[1]]) {
+ t.Errorf("test %q, FindAllIndex %q, result %d (n = %d): [%d, %d] not a match", tc.name, rx, i, n, r[0], r[1])
+ }
+ }
+
+ if n < 0 {
+ // all results computed - sorted res and exp must be equal
+ for i, r := range res {
+ e := exp[i]
+ if r[0] != e[0] || r[1] != e[1] {
+ t.Errorf("test %q, FindAllIndex %q, result %d: expected match [%d, %d]; got [%d, %d]",
+ tc.name, rx, i, e[0], e[1], r[0], r[1])
+ }
+ }
+ }
+}
+
+func testLookups(t *testing.T, tc *testCase, x *Index, n int) {
+ for _, pat := range tc.patterns {
+ testLookup(t, tc, x, pat, n)
+ if rx, err := regexp.Compile(pat); err == nil {
+ testFindAllIndex(t, tc, x, rx, n)
+ }
+ }
+}
+
+// index is used to hide the sort.Interface
+type index Index
+
+func (x *index) Len() int { return x.sa.len() }
+func (x *index) Less(i, j int) bool { return bytes.Compare(x.at(i), x.at(j)) < 0 }
+func (x *index) Swap(i, j int) {
+ if x.sa.int32 != nil {
+ x.sa.int32[i], x.sa.int32[j] = x.sa.int32[j], x.sa.int32[i]
+ } else {
+ x.sa.int64[i], x.sa.int64[j] = x.sa.int64[j], x.sa.int64[i]
+ }
+}
+
+func (x *index) at(i int) []byte {
+ return x.data[x.sa.get(i):]
+}
+
+func testConstruction(t *testing.T, tc *testCase, x *Index) {
+ if !sort.IsSorted((*index)(x)) {
+ t.Errorf("failed testConstruction %s", tc.name)
+ }
+}
+
+func equal(x, y *Index) bool {
+ if !bytes.Equal(x.data, y.data) {
+ return false
+ }
+ if x.sa.len() != y.sa.len() {
+ return false
+ }
+ n := x.sa.len()
+ for i := 0; i < n; i++ {
+ if x.sa.get(i) != y.sa.get(i) {
+ return false
+ }
+ }
+ return true
+}
+
+// returns the serialized index size
+func testSaveRestore(t *testing.T, tc *testCase, x *Index) int {
+ var buf bytes.Buffer
+ if err := x.Write(&buf); err != nil {
+ t.Errorf("failed writing index %s (%s)", tc.name, err)
+ }
+ size := buf.Len()
+ var y Index
+ if err := y.Read(bytes.NewReader(buf.Bytes())); err != nil {
+ t.Errorf("failed reading index %s (%s)", tc.name, err)
+ }
+ if !equal(x, &y) {
+ t.Errorf("restored index doesn't match saved index %s", tc.name)
+ }
+
+ old := maxData32
+ defer func() {
+ maxData32 = old
+ }()
+ // Reread as forced 32.
+ y = Index{}
+ maxData32 = realMaxData32
+ if err := y.Read(bytes.NewReader(buf.Bytes())); err != nil {
+ t.Errorf("failed reading index %s (%s)", tc.name, err)
+ }
+ if !equal(x, &y) {
+ t.Errorf("restored index doesn't match saved index %s", tc.name)
+ }
+
+ // Reread as forced 64.
+ y = Index{}
+ maxData32 = -1
+ if err := y.Read(bytes.NewReader(buf.Bytes())); err != nil {
+ t.Errorf("failed reading index %s (%s)", tc.name, err)
+ }
+ if !equal(x, &y) {
+ t.Errorf("restored index doesn't match saved index %s", tc.name)
+ }
+
+ return size
+}
+
+func testIndex(t *testing.T) {
+ for _, tc := range testCases {
+ x := New([]byte(tc.source))
+ testConstruction(t, &tc, x)
+ testSaveRestore(t, &tc, x)
+ testLookups(t, &tc, x, 0)
+ testLookups(t, &tc, x, 1)
+ testLookups(t, &tc, x, 10)
+ testLookups(t, &tc, x, 2e9)
+ testLookups(t, &tc, x, -1)
+ }
+}
+
+func TestIndex32(t *testing.T) {
+ testIndex(t)
+}
+
+func TestIndex64(t *testing.T) {
+ maxData32 = -1
+ defer func() {
+ maxData32 = realMaxData32
+ }()
+ testIndex(t)
+}
+
+func TestNew32(t *testing.T) {
+ test(t, func(x []byte) []int {
+ sa := make([]int32, len(x))
+ text_32(x, sa)
+ out := make([]int, len(sa))
+ for i, v := range sa {
+ out[i] = int(v)
+ }
+ return out
+ })
+}
+
+func TestNew64(t *testing.T) {
+ test(t, func(x []byte) []int {
+ sa := make([]int64, len(x))
+ text_64(x, sa)
+ out := make([]int, len(sa))
+ for i, v := range sa {
+ out[i] = int(v)
+ }
+ return out
+ })
+}
+
+// test tests an arbitrary suffix array construction function.
+// Generates many inputs, builds and checks suffix arrays.
+func test(t *testing.T, build func([]byte) []int) {
+ t.Run("ababab...", func(t *testing.T) {
+ // Very repetitive input has numLMS = len(x)/2-1
+ // at top level, the largest it can be.
+ // But maxID is only two (aba and ab$).
+ size := 100000
+ if testing.Short() {
+ size = 10000
+ }
+ x := make([]byte, size)
+ for i := range x {
+ x[i] = "ab"[i%2]
+ }
+ testSA(t, x, build)
+ })
+
+ t.Run("forcealloc", func(t *testing.T) {
+ // Construct a pathological input that forces
+ // recurse_32 to allocate a new temporary buffer.
+ // The input must have more than N/3 LMS-substrings,
+ // which we arrange by repeating an SLSLSLSLSLSL pattern
+ // like ababab... above, but then we must also arrange
+ // for a large number of distinct LMS-substrings.
+ // We use this pattern:
+ // 1 255 1 254 1 253 1 ... 1 2 1 255 2 254 2 253 2 252 2 ...
+ // This gives approximately 2¹⁵ distinct LMS-substrings.
+ // We need to repeat at least one substring, though,
+ // or else the recursion can be bypassed entirely.
+ x := make([]byte, 100000, 100001)
+ lo := byte(1)
+ hi := byte(255)
+ for i := range x {
+ if i%2 == 0 {
+ x[i] = lo
+ } else {
+ x[i] = hi
+ hi--
+ if hi <= lo {
+ lo++
+ if lo == 0 {
+ lo = 1
+ }
+ hi = 255
+ }
+ }
+ }
+ x[:cap(x)][len(x)] = 0 // for sais.New
+ testSA(t, x, build)
+ })
+
+ t.Run("exhaustive2", func(t *testing.T) {
+ // All inputs over {0,1} up to length 21.
+ // Runs in about 10 seconds on my laptop.
+ x := make([]byte, 30)
+ numFail := 0
+ for n := 0; n <= 21; n++ {
+ if n > 12 && testing.Short() {
+ break
+ }
+ x[n] = 0 // for sais.New
+ testRec(t, x[:n], 0, 2, &numFail, build)
+ }
+ })
+
+ t.Run("exhaustive3", func(t *testing.T) {
+ // All inputs over {0,1,2} up to length 14.
+ // Runs in about 10 seconds on my laptop.
+ x := make([]byte, 30)
+ numFail := 0
+ for n := 0; n <= 14; n++ {
+ if n > 8 && testing.Short() {
+ break
+ }
+ x[n] = 0 // for sais.New
+ testRec(t, x[:n], 0, 3, &numFail, build)
+ }
+ })
+}
+
+// testRec fills x[i:] with all possible combinations of values in [1,max]
+// and then calls testSA(t, x, build) for each one.
+func testRec(t *testing.T, x []byte, i, max int, numFail *int, build func([]byte) []int) {
+ if i < len(x) {
+ for x[i] = 1; x[i] <= byte(max); x[i]++ {
+ testRec(t, x, i+1, max, numFail, build)
+ }
+ return
+ }
+
+ if !testSA(t, x, build) {
+ *numFail++
+ if *numFail >= 10 {
+ t.Errorf("stopping after %d failures", *numFail)
+ t.FailNow()
+ }
+ }
+}
+
+// testSA tests the suffix array build function on the input x.
+// It constructs the suffix array and then checks that it is correct.
+func testSA(t *testing.T, x []byte, build func([]byte) []int) bool {
+ defer func() {
+ if e := recover(); e != nil {
+ t.Logf("build %v", x)
+ panic(e)
+ }
+ }()
+ sa := build(x)
+ if len(sa) != len(x) {
+ t.Errorf("build %v: len(sa) = %d, want %d", x, len(sa), len(x))
+ return false
+ }
+ for i := 0; i+1 < len(sa); i++ {
+ if sa[i] < 0 || sa[i] >= len(x) || sa[i+1] < 0 || sa[i+1] >= len(x) {
+ t.Errorf("build %s: sa out of range: %v\n", x, sa)
+ return false
+ }
+ if bytes.Compare(x[sa[i]:], x[sa[i+1]:]) >= 0 {
+ t.Errorf("build %v -> %v\nsa[%d:] = %d,%d out of order", x, sa, i, sa[i], sa[i+1])
+ return false
+ }
+ }
+
+ return true
+}
+
+var (
+ benchdata = make([]byte, 1e6)
+ benchrand = make([]byte, 1e6)
+)
+
+// Of all possible inputs, the random bytes have the least amount of substring
+// repetition, and the repeated bytes have the most. For most algorithms,
+// the running time of every input will be between these two.
+func benchmarkNew(b *testing.B, random bool) {
+ b.ReportAllocs()
+ b.StopTimer()
+ data := benchdata
+ if random {
+ data = benchrand
+ if data[0] == 0 {
+ for i := range data {
+ data[i] = byte(rand.Intn(256))
+ }
+ }
+ }
+ b.StartTimer()
+ b.SetBytes(int64(len(data)))
+ for i := 0; i < b.N; i++ {
+ New(data)
+ }
+}
+
+func makeText(name string) ([]byte, error) {
+ var data []byte
+ switch name {
+ case "opticks":
+ var err error
+ data, err = os.ReadFile("../../testdata/Isaac.Newton-Opticks.txt")
+ if err != nil {
+ return nil, err
+ }
+ case "go":
+ err := filepath.WalkDir("../..", func(path string, info fs.DirEntry, err error) error {
+ if err == nil && strings.HasSuffix(path, ".go") && !info.IsDir() {
+ file, err := os.ReadFile(path)
+ if err != nil {
+ return err
+ }
+ data = append(data, file...)
+ }
+ return nil
+ })
+ if err != nil {
+ return nil, err
+ }
+ case "zero":
+ data = make([]byte, 50e6)
+ case "rand":
+ data = make([]byte, 50e6)
+ for i := range data {
+ data[i] = byte(rand.Intn(256))
+ }
+ }
+ return data, nil
+}
+
+func setBits(bits int) (cleanup func()) {
+ if bits == 32 {
+ maxData32 = realMaxData32
+ } else {
+ maxData32 = -1 // force use of 64-bit code
+ }
+ return func() {
+ maxData32 = realMaxData32
+ }
+}
+
+func BenchmarkNew(b *testing.B) {
+ for _, text := range []string{"opticks", "go", "zero", "rand"} {
+ b.Run("text="+text, func(b *testing.B) {
+ data, err := makeText(text)
+ if err != nil {
+ b.Fatal(err)
+ }
+ if testing.Short() && len(data) > 5e6 {
+ data = data[:5e6]
+ }
+ for _, size := range []int{100e3, 500e3, 1e6, 5e6, 10e6, 50e6} {
+ if len(data) < size {
+ continue
+ }
+ data := data[:size]
+ name := fmt.Sprintf("%dK", size/1e3)
+ if size >= 1e6 {
+ name = fmt.Sprintf("%dM", size/1e6)
+ }
+ b.Run("size="+name, func(b *testing.B) {
+ for _, bits := range []int{32, 64} {
+ if ^uint(0) == 0xffffffff && bits == 64 {
+ continue
+ }
+ b.Run(fmt.Sprintf("bits=%d", bits), func(b *testing.B) {
+ cleanup := setBits(bits)
+ defer cleanup()
+
+ b.SetBytes(int64(len(data)))
+ b.ReportAllocs()
+ for i := 0; i < b.N; i++ {
+ New(data)
+ }
+ })
+ }
+ })
+ }
+ })
+ }
+}
+
+func BenchmarkSaveRestore(b *testing.B) {
+ r := rand.New(rand.NewSource(0x5a77a1)) // guarantee always same sequence
+ data := make([]byte, 1<<20) // 1MB of data to index
+ for i := range data {
+ data[i] = byte(r.Intn(256))
+ }
+ for _, bits := range []int{32, 64} {
+ if ^uint(0) == 0xffffffff && bits == 64 {
+ continue
+ }
+ b.Run(fmt.Sprintf("bits=%d", bits), func(b *testing.B) {
+ cleanup := setBits(bits)
+ defer cleanup()
+
+ b.StopTimer()
+ x := New(data)
+ size := testSaveRestore(nil, nil, x) // verify correctness
+ buf := bytes.NewBuffer(make([]byte, size)) // avoid growing
+ b.SetBytes(int64(size))
+ b.StartTimer()
+ b.ReportAllocs()
+ for i := 0; i < b.N; i++ {
+ buf.Reset()
+ if err := x.Write(buf); err != nil {
+ b.Fatal(err)
+ }
+ var y Index
+ if err := y.Read(buf); err != nil {
+ b.Fatal(err)
+ }
+ }
+ })
+ }
+}