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Improve search performance by limiting the search scope
Find the last occurrence of the last character in the pattern and perform the search algorithm only up to that point. The effectiveness of this mechanism depends a lot on the shape of the input and the pattern.
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CHANGELOG.md
39
CHANGELOG.md
@ -3,6 +3,45 @@ CHANGELOG
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0.50.0
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------
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- Search performance optimization. You can observe 50%+ improvement in some scenarios.
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```sh
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$ time wc < $DATA
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5520118 26862362 897487793
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real 0m1.320s
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user 0m1.236s
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sys 0m0.075s
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$ time fzf --sync --bind load:abort < $DATA
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real 0m0.479s
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user 0m0.427s
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sys 0m0.176s
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$ hyperfine -w 1 -L bin fzf-0.49.0,fzf-7ce6452,fzf-a5447b8,fzf '{bin} --filter "///" < $DATA | head -30'
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Benchmark 1: fzf-0.49.0 --filter "///" < $DATA | head -30
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Time (mean ± σ): 2.002 s ± 0.024 s [User: 14.447 s, System: 0.300 s]
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Range (min … max): 1.964 s … 2.042 s 10 runs
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Benchmark 2: fzf-7ce6452 --filter "///" < $DATA | head -30
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Time (mean ± σ): 1.627 s ± 0.019 s [User: 10.828 s, System: 0.271 s]
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Range (min … max): 1.596 s … 1.651 s 10 runs
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Benchmark 3: fzf-a5447b8 --filter "///" < $DATA | head -30
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Time (mean ± σ): 1.524 s ± 0.025 s [User: 9.818 s, System: 0.269 s]
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Range (min … max): 1.478 s … 1.569 s 10 runs
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Benchmark 4: fzf --filter "///" < $DATA | head -30
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Time (mean ± σ): 1.318 s ± 0.025 s [User: 8.005 s, System: 0.262 s]
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Range (min … max): 1.282 s … 1.366 s 10 runs
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Summary
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fzf --filter "///" < $DATA | head -30 ran
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1.16 ± 0.03 times faster than fzf-a5447b8 --filter "///" < $DATA | head -30
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1.23 ± 0.03 times faster than fzf-7ce6452 --filter "///" < $DATA | head -30
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1.52 ± 0.03 times faster than fzf-0.49.0 --filter "///" < $DATA | head -30
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```
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- Added `jump` and `jump-cancel` events that are triggered when leaving `jump` mode
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```sh
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# Default behavior
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@ -352,30 +352,45 @@ func isAscii(runes []rune) bool {
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return true
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}
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func asciiFuzzyIndex(input *util.Chars, pattern []rune, caseSensitive bool) int {
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func asciiFuzzyIndex(input *util.Chars, pattern []rune, caseSensitive bool) (int, int) {
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// Can't determine
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if !input.IsBytes() {
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return 0
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return 0, input.Length()
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}
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// Not possible
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if !isAscii(pattern) {
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return -1
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return -1, -1
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}
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firstIdx, idx := 0, 0
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firstIdx, idx, lastIdx := 0, 0, 0
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var b byte
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for pidx := 0; pidx < len(pattern); pidx++ {
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idx = trySkip(input, caseSensitive, byte(pattern[pidx]), idx)
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b = byte(pattern[pidx])
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idx = trySkip(input, caseSensitive, b, idx)
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if idx < 0 {
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return -1
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return -1, -1
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}
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if pidx == 0 && idx > 0 {
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// Step back to find the right bonus point
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firstIdx = idx - 1
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}
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lastIdx = idx
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idx++
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}
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return firstIdx
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// Find the last appearance of the last character of the pattern to limit the search scope
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bu := b
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if !caseSensitive && b >= 'a' && b <= 'z' {
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bu = b - 32
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}
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scope := input.Bytes()[lastIdx:]
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for offset := len(scope) - 1; offset > 0; offset-- {
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if scope[offset] == b || scope[offset] == bu {
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return firstIdx, lastIdx + offset + 1
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}
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}
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return firstIdx, lastIdx + 1
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}
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func debugV2(T []rune, pattern []rune, F []int32, lastIdx int, H []int16, C []int16) {
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@ -424,6 +439,9 @@ func FuzzyMatchV2(caseSensitive bool, normalize bool, forward bool, input *util.
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return Result{0, 0, 0}, posArray(withPos, M)
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}
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N := input.Length()
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if M > N {
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return Result{-1, -1, 0}, nil
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}
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// Since O(nm) algorithm can be prohibitively expensive for large input,
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// we fall back to the greedy algorithm.
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@ -432,10 +450,12 @@ func FuzzyMatchV2(caseSensitive bool, normalize bool, forward bool, input *util.
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}
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// Phase 1. Optimized search for ASCII string
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idx := asciiFuzzyIndex(input, pattern, caseSensitive)
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if idx < 0 {
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minIdx, maxIdx := asciiFuzzyIndex(input, pattern, caseSensitive)
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if minIdx < 0 {
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return Result{-1, -1, 0}, nil
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}
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// fmt.Println(N, maxIdx, idx, maxIdx-idx, input.ToString())
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N = maxIdx - minIdx
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// Reuse pre-allocated integer slice to avoid unnecessary sweeping of garbages
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offset16 := 0
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@ -448,21 +468,19 @@ func FuzzyMatchV2(caseSensitive bool, normalize bool, forward bool, input *util.
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offset32, F := alloc32(offset32, slab, M)
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// Rune array
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_, T := alloc32(offset32, slab, N)
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input.CopyRunes(T)
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input.CopyRunes(T, minIdx)
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// Phase 2. Calculate bonus for each point
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maxScore, maxScorePos := int16(0), 0
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pidx, lastIdx := 0, 0
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pchar0, pchar, prevH0, prevClass, inGap := pattern[0], pattern[0], int16(0), initialCharClass, false
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Tsub := T[idx:]
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H0sub, C0sub, Bsub := H0[idx:][:len(Tsub)], C0[idx:][:len(Tsub)], B[idx:][:len(Tsub)]
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for off, char := range Tsub {
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for off, char := range T {
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var class charClass
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if char <= unicode.MaxASCII {
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class = asciiCharClasses[char]
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if !caseSensitive && class == charUpper {
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char += 32
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Tsub[off] = char
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T[off] = char
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}
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} else {
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class = charClassOfNonAscii(char)
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@ -472,28 +490,28 @@ func FuzzyMatchV2(caseSensitive bool, normalize bool, forward bool, input *util.
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if normalize {
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char = normalizeRune(char)
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}
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Tsub[off] = char
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T[off] = char
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}
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bonus := bonusMatrix[prevClass][class]
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Bsub[off] = bonus
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B[off] = bonus
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prevClass = class
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if char == pchar {
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if pidx < M {
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F[pidx] = int32(idx + off)
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F[pidx] = int32(off)
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pidx++
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pchar = pattern[util.Min(pidx, M-1)]
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}
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lastIdx = idx + off
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lastIdx = off
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}
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if char == pchar0 {
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score := scoreMatch + bonus*bonusFirstCharMultiplier
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H0sub[off] = score
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C0sub[off] = 1
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H0[off] = score
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C0[off] = 1
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if M == 1 && (forward && score > maxScore || !forward && score >= maxScore) {
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maxScore, maxScorePos = score, idx+off
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maxScore, maxScorePos = score, off
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if forward && bonus >= bonusBoundary {
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break
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}
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@ -501,24 +519,24 @@ func FuzzyMatchV2(caseSensitive bool, normalize bool, forward bool, input *util.
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inGap = false
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} else {
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if inGap {
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H0sub[off] = util.Max16(prevH0+scoreGapExtension, 0)
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H0[off] = util.Max16(prevH0+scoreGapExtension, 0)
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} else {
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H0sub[off] = util.Max16(prevH0+scoreGapStart, 0)
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H0[off] = util.Max16(prevH0+scoreGapStart, 0)
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}
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C0sub[off] = 0
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C0[off] = 0
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inGap = true
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}
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prevH0 = H0sub[off]
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prevH0 = H0[off]
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}
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if pidx != M {
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return Result{-1, -1, 0}, nil
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}
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if M == 1 {
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result := Result{maxScorePos, maxScorePos + 1, int(maxScore)}
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result := Result{minIdx + maxScorePos, minIdx + maxScorePos + 1, int(maxScore)}
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if !withPos {
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return result, nil
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}
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pos := []int{maxScorePos}
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pos := []int{minIdx + maxScorePos}
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return result, &pos
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}
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@ -615,7 +633,7 @@ func FuzzyMatchV2(caseSensitive bool, normalize bool, forward bool, input *util.
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}
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if s > s1 && (s > s2 || s == s2 && preferMatch) {
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*pos = append(*pos, j)
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*pos = append(*pos, j+minIdx)
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if i == 0 {
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break
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}
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@ -628,7 +646,7 @@ func FuzzyMatchV2(caseSensitive bool, normalize bool, forward bool, input *util.
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// Start offset we return here is only relevant when begin tiebreak is used.
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// However finding the accurate offset requires backtracking, and we don't
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// want to pay extra cost for the option that has lost its importance.
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return Result{j, maxScorePos + 1, int(maxScore)}, pos
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return Result{minIdx + j, minIdx + maxScorePos + 1, int(maxScore)}, pos
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}
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// Implement the same sorting criteria as V2
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@ -696,7 +714,8 @@ func FuzzyMatchV1(caseSensitive bool, normalize bool, forward bool, text *util.C
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if len(pattern) == 0 {
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return Result{0, 0, 0}, nil
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}
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if asciiFuzzyIndex(text, pattern, caseSensitive) < 0 {
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idx, _ := asciiFuzzyIndex(text, pattern, caseSensitive)
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if idx < 0 {
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return Result{-1, -1, 0}, nil
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}
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@ -790,7 +809,8 @@ func ExactMatchNaive(caseSensitive bool, normalize bool, forward bool, text *uti
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return Result{-1, -1, 0}, nil
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}
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if asciiFuzzyIndex(text, pattern, caseSensitive) < 0 {
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idx, _ := asciiFuzzyIndex(text, pattern, caseSensitive)
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if idx < 0 {
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return Result{-1, -1, 0}, nil
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}
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@ -173,6 +173,12 @@ func (r *Reader) feed(src io.Reader) {
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}
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} else {
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// Could not find the delimiter in the buffer
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// NOTE: We can further optimize this by keeping track of the cursor
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// position in the slab so that a straddling item that doesn't go
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// beyond the boundary of a slab doesn't need to be copied to
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// another buffer. However, the performance gain is negligible in
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// practice (< 0.1%) and is not
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// worth the added complexity.
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leftover = append(leftover, buf...)
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break
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}
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@ -178,12 +178,12 @@ func (chars *Chars) ToRunes() []rune {
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return runes
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}
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func (chars *Chars) CopyRunes(dest []rune) {
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func (chars *Chars) CopyRunes(dest []rune, from int) {
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if runes := chars.optionalRunes(); runes != nil {
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copy(dest, runes)
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copy(dest, runes[from:])
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return
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}
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for idx, b := range chars.slice[:len(dest)] {
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for idx, b := range chars.slice[from:][:len(dest)] {
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dest[idx] = rune(b)
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}
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}
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