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1// Copyright 2016 Google Inc. All rights reserved. 2// 3// Licensed under the Apache License, Version 2.0 (the "License"); 4// you may not use this file except in compliance with the License. 5// You may obtain a copy of the License at 6// 7// http://www.apache.org/licenses/LICENSE-2.0 8// 9// Unless required by applicable law or agreed to in writing, software 10// distributed under the License is distributed on an "AS IS" BASIS, 11// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12// See the License for the specific language governing permissions and 13// limitations under the License. 14 15package zoekt 16 17import ( 18 "cmp" 19 "encoding/binary" 20 "math" 21 "sort" 22 "unicode" 23 "unicode/utf8" 24) 25 26func generateCaseNgrams(g ngram) []ngram { 27 asRunes := ngramToRunes(g) 28 29 variants := make([]ngram, 0, 8) 30 cur := asRunes 31 for { 32 for i := 0; i < 3; i++ { 33 next := unicode.SimpleFold(cur[i]) 34 cur[i] = next 35 if next != asRunes[i] { 36 break 37 } 38 } 39 40 variants = append(variants, runesToNGram(cur)) 41 if cur == asRunes { 42 break 43 } 44 } 45 46 return variants 47} 48 49func toLower(in []byte) []byte { 50 out := make([]byte, 0, len(in)) 51 var buf [4]byte 52 for _, c := range string(in) { 53 i := utf8.EncodeRune(buf[:], unicode.ToLower(c)) 54 out = append(out, buf[:i]...) 55 } 56 return out 57} 58 59// compare 'lower' and 'mixed', where lower is the needle. 'mixed' may 60// be larger than 'lower'. Returns whether there was a match, and if 61// yes, the byte size of the match. 62func caseFoldingEqualsRunes(lower, mixed []byte) (int, bool) { 63 matchTotal := 0 64 for len(lower) > 0 && len(mixed) > 0 { 65 lr, lsz := utf8.DecodeRune(lower) 66 lower = lower[lsz:] 67 68 mr, msz := utf8.DecodeRune(mixed) 69 mixed = mixed[msz:] 70 matchTotal += msz 71 72 if lr != unicode.ToLower(mr) { 73 return 0, false 74 } 75 } 76 77 return matchTotal, len(lower) == 0 78} 79 80type ngram uint64 81 82func runesToNGram(b [ngramSize]rune) ngram { 83 return ngram(uint64(b[0])<<42 | uint64(b[1])<<21 | uint64(b[2])) 84} 85 86func bytesToNGram(b []byte) ngram { 87 return runesToNGram([ngramSize]rune{rune(b[0]), rune(b[1]), rune(b[2])}) 88} 89 90func stringToNGram(s string) ngram { 91 return bytesToNGram([]byte(s)) 92} 93 94func ngramToBytes(n ngram) []byte { 95 rs := ngramToRunes(n) 96 return []byte{byte(rs[0]), byte(rs[1]), byte(rs[2])} 97} 98 99const runeMask = 1<<21 - 1 100 101func ngramToRunes(n ngram) [ngramSize]rune { 102 return [ngramSize]rune{rune((n >> 42) & runeMask), rune((n >> 21) & runeMask), rune(n & runeMask)} 103} 104 105func (n ngram) String() string { 106 rs := ngramToRunes(n) 107 return string(rs[:]) 108} 109 110type runeNgramOff struct { 111 ngram ngram 112 // index is the original index inside of the returned array of splitNGrams 113 index uint32 114} 115 116func (a runeNgramOff) Compare(b runeNgramOff) int { 117 if a.ngram == b.ngram { 118 return cmp.Compare(a.index, b.index) 119 } else if a.ngram < b.ngram { 120 return -1 121 } else { 122 return 1 123 } 124} 125 126func splitNGrams(str []byte) []runeNgramOff { 127 var runeGram [3]rune 128 var off [3]uint32 129 var runeCount int 130 131 result := make([]runeNgramOff, 0, len(str)) 132 var i uint32 133 134 for len(str) > 0 { 135 r, sz := utf8.DecodeRune(str) 136 str = str[sz:] 137 runeGram[0] = runeGram[1] 138 off[0] = off[1] 139 runeGram[1] = runeGram[2] 140 off[1] = off[2] 141 runeGram[2] = r 142 off[2] = uint32(i) 143 i += uint32(sz) 144 runeCount++ 145 if runeCount < ngramSize { 146 continue 147 } 148 149 ng := runesToNGram(runeGram) 150 result = append(result, runeNgramOff{ 151 ngram: ng, 152 index: uint32(len(result)), 153 }) 154 } 155 return result 156} 157 158const ( 159 _classLowerChar int = iota 160 _classUpperChar 161 _classDigit 162 _classPunct 163 _classOther 164 _classSpace 165) 166 167func byteClass(c byte) int { 168 if c >= 'a' && c <= 'z' { 169 return _classLowerChar 170 } 171 if c >= 'A' && c <= 'Z' { 172 return _classUpperChar 173 } 174 if c >= '0' && c <= '9' { 175 return _classDigit 176 } 177 178 switch c { 179 case ' ', '\n': 180 return _classSpace 181 case '.', ',', ';', '"', '\'': 182 return _classPunct 183 default: 184 return _classOther 185 } 186} 187 188func characterClass(c byte) bool { 189 return (c >= 'a' && c <= 'z') || (c >= 'A' && c <= 'Z') || (c >= '0' && c <= '9') || c == '_' 190} 191 192func marshalDocSections(secs []DocumentSection) []byte { 193 ints := make([]uint32, 0, len(secs)*2) 194 for _, s := range secs { 195 ints = append(ints, uint32(s.Start), uint32(s.End)) 196 } 197 198 return toSizedDeltas(ints) 199} 200 201func unmarshalDocSections(data []byte, ds []DocumentSection) []DocumentSection { 202 sz, m := binary.Uvarint(data) 203 data = data[m:] 204 205 if cap(ds) < int(sz)/2 { 206 ds = make([]DocumentSection, 0, sz/2) 207 } else { 208 ds = ds[:0] 209 } 210 211 // Inlining the delta decoding to avoid unnecessary allocations that would come 212 // from the straightforward implementation, i.e. packing the result of fromSizedDeltas. 213 var last uint32 214 for len(data) > 0 { 215 var d DocumentSection 216 217 delta, m := binary.Uvarint(data) 218 last += uint32(delta) 219 data = data[m:] 220 d.Start = last 221 222 delta, m = binary.Uvarint(data) 223 last += uint32(delta) 224 data = data[m:] 225 d.End = last 226 227 ds = append(ds, d) 228 } 229 return ds 230} 231 232type ngramSlice []ngram 233 234func (p ngramSlice) Len() int { return len(p) } 235 236func (p ngramSlice) Less(i, j int) bool { 237 return p[i] < p[j] 238} 239 240func (p ngramSlice) Swap(i, j int) { 241 p[i], p[j] = p[j], p[i] 242} 243 244func toSizedDeltas(offsets []uint32) []byte { 245 var enc [8]byte 246 247 deltas := make([]byte, 0, len(offsets)*2) 248 249 m := binary.PutUvarint(enc[:], uint64(len(offsets))) 250 deltas = append(deltas, enc[:m]...) 251 252 var last uint32 253 for _, p := range offsets { 254 delta := p - last 255 last = p 256 257 m := binary.PutUvarint(enc[:], uint64(delta)) 258 deltas = append(deltas, enc[:m]...) 259 } 260 return deltas 261} 262 263func fromSizedDeltas(data []byte, ps []uint32) []uint32 { 264 sz, m := binary.Uvarint(data) 265 data = data[m:] 266 267 if cap(ps) < int(sz) { 268 ps = make([]uint32, 0, sz) 269 } else { 270 ps = ps[:0] 271 } 272 273 var last uint32 274 for len(data) > 0 { 275 delta, m := binary.Uvarint(data) 276 offset := last + uint32(delta) 277 last = offset 278 data = data[m:] 279 ps = append(ps, offset) 280 } 281 return ps 282} 283 284func toSizedDeltas16(offsets []uint16) []byte { 285 var enc [8]byte 286 287 deltas := make([]byte, 0, len(offsets)*2) 288 289 m := binary.PutUvarint(enc[:], uint64(len(offsets))) 290 deltas = append(deltas, enc[:m]...) 291 292 var last uint16 293 for _, p := range offsets { 294 delta := p - last 295 last = p 296 297 m := binary.PutUvarint(enc[:], uint64(delta)) 298 deltas = append(deltas, enc[:m]...) 299 } 300 return deltas 301} 302 303func fromSizedDeltas16(data []byte, ps []uint16) []uint16 { 304 sz, m := binary.Uvarint(data) 305 data = data[m:] 306 307 if cap(ps) < int(sz) { 308 ps = make([]uint16, 0, sz) 309 } else { 310 ps = ps[:0] 311 } 312 313 var last uint16 314 for len(data) > 0 { 315 delta, m := binary.Uvarint(data) 316 offset := last + uint16(delta) 317 last = offset 318 data = data[m:] 319 ps = append(ps, offset) 320 } 321 return ps 322} 323 324func fromDeltas(data []byte, buf []uint32) []uint32 { 325 buf = buf[:0] 326 if cap(buf) < len(data)/2 { 327 buf = make([]uint32, 0, len(data)/2) 328 } 329 330 var last uint32 331 for len(data) > 0 { 332 delta, m := binary.Uvarint(data) 333 offset := last + uint32(delta) 334 last = offset 335 data = data[m:] 336 buf = append(buf, offset) 337 } 338 return buf 339} 340 341type runeOffsetCorrection struct { 342 runeOffset, byteOffset uint32 343} 344 345// runeOffsetMap converts from rune offsets (with granularity runeOffsetFrequency) 346// to byte offsets, by tracking only the points where a span of runes is non-ASCII, 347// and otherwise interpolating expected byte offsets as one byte per rune. 348// 349// Instead of storing [100, 205, 305], it stores [{x: 200, y: 205}]. 350// 351// This is very rarely a slight pessimization on repos where there are frequent 352// non-ASCII characters. 353type runeOffsetMap []runeOffsetCorrection 354 355// makeRuneOffsetMap converts the mostly-predictable runeOffset input 356// into a shorter form tracking the unexpected values. 357// 358// The input is a sequence of y values that we expect to increase by 100 each, 359// so we just store (x, y) points where the expectation is violated. 360func makeRuneOffsetMap(off []uint32) runeOffsetMap { 361 expected := uint32(0) 362 tmp := []runeOffsetCorrection{} 363 for runeOffset, byteOffset := range off { 364 if byteOffset != expected { 365 tmp = append(tmp, runeOffsetCorrection{uint32(runeOffset) * runeOffsetFrequency, byteOffset}) 366 expected = byteOffset 367 } 368 expected += runeOffsetFrequency 369 } 370 // copy the slice to ensure it doesn't waste unused trailing capacity 371 out := make([]runeOffsetCorrection, len(tmp)) 372 copy(out, tmp) 373 return runeOffsetMap(out) 374} 375 376// lookup converts rune index `off` to a byte offset and a number of additional 377// runes to traverse, given the granularity of runeOffsetFrequency. 378// 379// It does this by finding the nearest point to interpolate from in the map. 380func (m runeOffsetMap) lookup(runeOffset uint32) (uint32, uint32) { 381 left := runeOffset % runeOffsetFrequency 382 runeOffset -= left 383 slen := len(m) 384 if slen == 0 { 385 return runeOffset, left 386 } 387 // sort.Search finds the *first* index for which the predicate is true, 388 // but we want to find the *last* index for which the predicate is true. 389 // This involves some work to reverse the index directions. 390 idx := sort.Search(slen, func(i int) bool { 391 return runeOffset >= m[slen-1-i].runeOffset 392 }) 393 idx = slen - 1 - idx 394 // idx is now in the range [-1, len(m))-- -1 indicates that the offset is smaller 395 // than the first entry in the map, so no correction is necessary. 396 byteOff := runeOffset 397 if idx >= 0 { 398 byteOff = m[idx].byteOffset + runeOffset - m[idx].runeOffset 399 } 400 return byteOff, left 401} 402 403func (m runeOffsetMap) sizeBytes() int { 404 return 8 * len(m) 405} 406 407func epsilonEqualsOne(scoreWeight float64) bool { 408 return scoreWeight == 1 || math.Abs(scoreWeight-1.0) < 1e-9 409}