Coverage Report

Created: 2026-06-30 06:38

next uncovered line (L), next uncovered region (R), next uncovered branch (B)
/src/duckdb/third_party/fsst/libfsst.cpp
Line
Count
Source
1
// this software is distributed under the MIT License (http://www.opensource.org/licenses/MIT):
2
//
3
// Copyright 2018-2020, CWI, TU Munich, FSU Jena
4
//
5
// Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files
6
// (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify,
7
// merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is
8
// furnished to do so, subject to the following conditions:
9
//
10
// - The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
11
//
12
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
13
// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
14
// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR
15
// IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
16
//
17
// You can contact the authors via the FSST source repository : https://github.com/cwida/fsst
18
#include "libfsst.hpp"
19
#include "duckdb/common/unique_ptr.hpp"
20
21
namespace libfsst {
22
0
Symbol concat(Symbol a, Symbol b) {
23
0
  Symbol s;
24
0
  u32 length = a.length()+b.length();
25
0
  if (length > Symbol::maxLength) length = Symbol::maxLength;
26
0
  s.set_code_len(FSST_CODE_MASK, length);
27
0
  s.store_num((b.load_num() << (8*a.length())) | a.load_num());
28
0
  return s;
29
0
}
30
}  // namespace libfsst
31
32
namespace std {
33
template <>
34
class hash<libfsst::QSymbol> {
35
  public:
36
0
  size_t operator()(const libfsst::QSymbol& q) const {
37
0
    uint64_t k = q.symbol.load_num();
38
0
    const uint64_t m = 0xc6a4a7935bd1e995;
39
0
    const int r = 47;
40
0
    uint64_t h = 0x8445d61a4e774912 ^ (8*m);
41
0
    k *= m;
42
0
    k ^= k >> r;
43
0
    k *= m;
44
0
    h ^= k;
45
0
    h *= m;
46
0
    h ^= h >> r;
47
0
    h *= m;
48
0
    h ^= h >> r;
49
0
    return h;
50
0
  }
51
};
52
}
53
54
namespace libfsst {
55
0
bool isEscapeCode(u16 pos) { return pos < FSST_CODE_BASE; }
56
57
0
std::ostream& operator<<(std::ostream& out, const Symbol& s) {
58
0
  for (u32 i=0; i<s.length(); i++)
59
0
    out << s.val.str[i];
60
0
  return out;
61
0
}
62
63
0
SymbolTable *buildSymbolTable(Counters& counters, std::vector<const u8*> line, const size_t len[], bool zeroTerminated=false) {
64
0
  SymbolTable *st = new SymbolTable(), *bestTable = new SymbolTable();
65
0
  int bestGain = (int) -FSST_SAMPLEMAXSZ; // worst case (everything exception)
66
0
  size_t sampleFrac = 128;
67
68
  // start by determining the terminator. We use the (lowest) most infrequent byte as terminator
69
0
  st->zeroTerminated = zeroTerminated;
70
0
  if (zeroTerminated) {
71
0
    st->terminator = 0; // except in case of zeroTerminated mode, then byte 0 is terminator regardless frequency
72
0
  } else {
73
0
    u16 byteHisto[256];
74
0
    memset(byteHisto, 0, sizeof(byteHisto));
75
0
    for(size_t i=0; i<line.size(); i++) {
76
0
      const u8* cur = line[i];
77
0
      const u8* end = cur + len[i];
78
0
      while(cur < end) byteHisto[*cur++]++;
79
0
    }
80
0
    u32 minSize = FSST_SAMPLEMAXSZ, i = st->terminator = 256;
81
0
    while(i-- > 0) {
82
0
      if (byteHisto[i] > minSize) continue;
83
0
      st->terminator = i;
84
0
      minSize = byteHisto[i];
85
0
    }
86
0
  }
87
0
  assert(st->terminator != 256);
88
89
  // a random number between 0 and 128
90
0
  auto rnd128 = [&](size_t i) { return 1 + (FSST_HASH((i+1UL)*sampleFrac)&127); };
91
92
  // compress sample, and compute (pair-)frequencies
93
0
  auto compressCount = [&](SymbolTable *st, Counters &counters) { // returns gain
94
0
    int gain = 0;
95
96
0
    for(size_t i=0; i<line.size(); i++) {
97
0
      const u8* cur = line[i], *start = cur;
98
0
      const u8* end = cur + len[i];
99
100
0
      if (sampleFrac < 128) {
101
        // in earlier rounds (sampleFrac < 128) we skip data in the sample (reduces overall work ~2x)
102
0
        if (rnd128(i) > sampleFrac) continue;
103
0
      }
104
0
      if (cur < end) {
105
0
        u16 code2 = 255, code1 = st->findLongestSymbol(cur, end);
106
0
        cur += st->symbols[code1].length();
107
0
        gain += (int) (st->symbols[code1].length()-(1+isEscapeCode(code1)));
108
0
        while (true) {
109
          // count single symbol (i.e. an option is not extending it)
110
0
          counters.count1Inc(code1);
111
112
          // as an alternative, consider just using the next byte..
113
0
          if (st->symbols[code1].length() != 1) // .. but do not count single byte symbols doubly
114
0
            counters.count1Inc(*start);
115
116
0
          if (cur==end) {
117
0
            break;
118
0
          }
119
120
          // now match a new symbol
121
0
          start = cur;
122
0
          if (cur<end-7) {
123
0
            u64 word = fsst_unaligned_load(cur);
124
0
            size_t code = word & 0xFFFFFF;
125
0
            size_t idx = FSST_HASH(code)&(st->hashTabSize-1);
126
0
            Symbol s = st->hashTab[idx];
127
0
            code2 = st->shortCodes[word & 0xFFFF] & FSST_CODE_MASK;
128
0
            word &= (0xFFFFFFFFFFFFFFFF >> (u8) s.icl);
129
0
            if ((s.icl < FSST_ICL_FREE) & (s.load_num() == word)) {
130
0
              code2 = s.code();
131
0
              cur += s.length();
132
0
            } else if (code2 >= FSST_CODE_BASE) {
133
0
              cur += 2;
134
0
            } else {
135
0
              code2 = st->byteCodes[word & 0xFF] & FSST_CODE_MASK;
136
0
              cur += 1;
137
0
            }
138
0
          } else {
139
0
            code2 = st->findLongestSymbol(cur, end);
140
0
            cur += st->symbols[code2].length();
141
0
          }
142
143
          // compute compressed output size
144
0
          gain += ((int) (cur-start))-(1+isEscapeCode(code2));
145
146
          // now count the subsequent two symbols we encode as an extension codesibility
147
0
          if (sampleFrac < 128) { // no need to count pairs in final round
148
                                // consider the symbol that is the concatenation of the two last symbols
149
0
            counters.count2Inc(code1, code2);
150
151
            // as an alternative, consider just extending with the next byte..
152
0
            if ((cur-start) > 1)  // ..but do not count single byte extensions doubly
153
0
              counters.count2Inc(code1, *start);
154
0
          }
155
0
          code1 = code2;
156
0
        }
157
0
      }
158
0
    }
159
0
    return gain;
160
0
  };
161
162
0
  auto makeTable = [&](SymbolTable *st, Counters &counters) {
163
    // hashmap of c (needed because we can generate duplicate candidates)
164
0
    std::unordered_set<QSymbol> cands;
165
166
    // artificially make terminater the most frequent symbol so it gets included
167
0
    u16 terminator = st->nSymbols?FSST_CODE_BASE:st->terminator;
168
0
    counters.count1Set(terminator,65535);
169
170
0
    auto addOrInc = [&](std::unordered_set<QSymbol> &cands, Symbol s, u64 count) {
171
0
      if (count < (5*sampleFrac)/128) return; // improves both compression speed (less candidates), but also quality!!
172
0
      QSymbol q;
173
0
      q.symbol = s;
174
0
      q.gain = count * s.length();
175
0
      auto it = cands.find(q);
176
0
      if (it != cands.end()) {
177
0
        q.gain += (*it).gain;
178
0
        cands.erase(*it);
179
0
      }
180
0
      cands.insert(q);
181
0
    };
182
183
    // add candidate symbols based on counted frequency
184
0
    for (u32 pos1=0; pos1<FSST_CODE_BASE+(size_t) st->nSymbols; pos1++) {
185
0
      u32 cnt1 = counters.count1GetNext(pos1); // may advance pos1!!
186
0
      if (!cnt1) continue;
187
188
      // heuristic: promoting single-byte symbols (*8) helps reduce exception rates and increases [de]compression speed
189
0
      Symbol s1 = st->symbols[pos1];
190
0
      addOrInc(cands, s1, ((s1.length()==1)?8LL:1LL)*cnt1);
191
192
0
      if (sampleFrac >= 128 || // last round we do not create new (combined) symbols
193
0
        s1.length() == Symbol::maxLength || // symbol cannot be extended
194
0
        s1.val.str[0] == st->terminator) { // multi-byte symbols cannot contain the terminator byte
195
0
        continue;
196
0
      }
197
198
0
      for (u32 pos2=0; pos2<FSST_CODE_BASE+(size_t)st->nSymbols; pos2++) {
199
0
        u32 cnt2 = counters.count2GetNext(pos1, pos2); // may advance pos2!!
200
0
        if (!cnt2) continue;
201
202
        // create a new symbol
203
0
        Symbol s2 = st->symbols[pos2];
204
0
        Symbol s3 = concat(s1, s2);
205
0
        if (s2.val.str[0] != st->terminator) // multi-byte symbols cannot contain the terminator byte
206
0
          addOrInc(cands, s3, cnt2);
207
0
      }
208
0
    }
209
210
    // insert candidates into priority queue (by gain)
211
0
    auto cmpGn = [](const QSymbol& q1, const QSymbol& q2) { return (q1.gain < q2.gain) || (q1.gain == q2.gain && q1.symbol.load_num() > q2.symbol.load_num()); };
212
0
    std::priority_queue<QSymbol,std::vector<QSymbol>,decltype(cmpGn)> pq(cmpGn);
213
0
    for (auto& q : cands)
214
0
      pq.push(q);
215
216
    // Create new symbol map using best candidates
217
0
    st->clear();
218
0
    while (st->nSymbols < 255 && !pq.empty()) {
219
0
      QSymbol q = pq.top();
220
0
      pq.pop();
221
0
      st->add(q.symbol);
222
0
    }
223
0
  };
224
225
0
  u8 bestCounters[512*sizeof(u16)];
226
#ifdef NONOPT_FSST
227
  for(size_t frac : {127, 127, 127, 127, 127, 127, 127, 127, 127, 128}) {
228
    sampleFrac = frac;
229
#else
230
0
  for(sampleFrac=8; true; sampleFrac += 30) {
231
0
#endif
232
0
    memset(&counters, 0, sizeof(Counters));
233
0
    long gain = compressCount(st, counters);
234
0
    if (gain >= bestGain) { // a new best solution!
235
0
      counters.backup1(bestCounters);
236
0
      *bestTable = *st; bestGain = gain;
237
0
    }
238
0
    if (sampleFrac >= 128) break; // we do 5 rounds (sampleFrac=8,38,68,98,128)
239
0
    makeTable(st, counters);
240
0
  }
241
0
  delete st;
242
0
  counters.restore1(bestCounters);
243
0
  makeTable(bestTable, counters);
244
0
  bestTable->finalize(zeroTerminated); // renumber codes for more efficient compression
245
0
  return bestTable;
246
0
}
247
248
// optimized adaptive *scalar* compression method
249
0
static inline size_t compressBulk(SymbolTable &symbolTable, size_t nlines, size_t lenIn[], u8* strIn[], size_t size, u8* out, size_t lenOut[], u8* strOut[], bool noSuffixOpt, bool avoidBranch) {
250
0
  const u8 *cur = NULL, *end =  NULL, *lim = out + size;
251
0
  size_t curLine, suffixLim = symbolTable.suffixLim;
252
0
  u8 byteLim = symbolTable.nSymbols + symbolTable.zeroTerminated - symbolTable.lenHisto[0];
253
254
0
  u8 buf[512+8] = {}; /* +8 sentinel is to avoid 8-byte unaligned-loads going beyond 511 out-of-bounds */
255
256
  // three variants are possible. dead code falls away since the bool arguments are constants
257
0
  auto compressVariant = [&](bool noSuffixOpt, bool avoidBranch) {
258
0
    while (cur < end) {
259
0
      u64 word = fsst_unaligned_load(cur);
260
0
      size_t code = symbolTable.shortCodes[word & 0xFFFF];
261
0
      if (noSuffixOpt && ((u8) code) < suffixLim) {
262
        // 2 byte code without having to worry about longer matches
263
0
        *out++ = (u8) code; cur += 2;
264
0
      } else {
265
0
        size_t pos = word & 0xFFFFFF;
266
0
        size_t idx = FSST_HASH(pos)&(symbolTable.hashTabSize-1);
267
0
        Symbol s = symbolTable.hashTab[idx];
268
0
        out[1] = (u8) word; // speculatively write out escaped byte
269
0
        word &= (0xFFFFFFFFFFFFFFFF >> (u8) s.icl);
270
0
        if ((s.icl < FSST_ICL_FREE) && s.load_num() == word) {
271
0
          *out++ = (u8) s.code(); cur += s.length();
272
0
        } else if (avoidBranch) {
273
          // could be a 2-byte or 1-byte code, or miss
274
          // handle everything with predication
275
0
          *out = (u8) code;
276
0
          out += 1+((code&FSST_CODE_BASE)>>8);
277
0
          cur += (code>>FSST_LEN_BITS);
278
0
        } else if ((u8) code < byteLim) {
279
          // 2 byte code after checking there is no longer pattern
280
0
          *out++ = (u8) code; cur += 2;
281
0
        } else {
282
          // 1 byte code or miss.
283
0
          *out = (u8) code;
284
0
          out += 1+((code&FSST_CODE_BASE)>>8); // predicated - tested with a branch, that was always worse
285
0
          cur++;
286
0
        }
287
0
      }
288
0
    }
289
0
  };
290
291
0
  for(curLine=0; curLine<nlines; curLine++) {
292
0
    size_t chunk, curOff = 0;
293
0
    strOut[curLine] = out;
294
0
    do {
295
0
      cur = strIn[curLine] + curOff;
296
0
      chunk = lenIn[curLine] - curOff;
297
0
      if (chunk > 511) {
298
0
        chunk = 511; // we need to compress in chunks of 511 in order to be byte-compatible with simd-compressed FSST
299
0
      }
300
0
      if ((2*chunk+7) > (size_t) (lim-out)) {
301
0
        return curLine; // out of memory
302
0
      }
303
      // copy the string to the 511-byte buffer
304
0
      memcpy(buf, cur, chunk);
305
0
      buf[chunk] = (u8) symbolTable.terminator;
306
0
      cur = buf;
307
0
      end = cur + chunk;
308
309
      // based on symboltable stats, choose a variant that is nice to the branch predictor
310
0
      if (noSuffixOpt) {
311
0
        compressVariant(true,false);
312
0
      } else if (avoidBranch) {
313
0
        compressVariant(false,true);
314
0
      } else {
315
0
        compressVariant(false, false);
316
0
      }
317
0
    } while((curOff += chunk) < lenIn[curLine]);
318
0
    lenOut[curLine] = (size_t) (out - strOut[curLine]);
319
0
  }
320
0
  return curLine;
321
0
}
322
323
0
#define FSST_SAMPLELINE ((size_t) 512)
324
325
// quickly select a uniformly random set of lines such that we have between [FSST_SAMPLETARGET,FSST_SAMPLEMAXSZ) string bytes
326
std::vector<const u8*> makeSample(u8* sampleBuf, u8* strIn[], size_t *lenIn, size_t nlines,
327
0
                                                    duckdb::unique_ptr<std::vector<size_t>>& sample_len_out) {
328
0
  size_t totSize = 0;
329
0
  std::vector<const u8*> sample;
330
331
0
  for(size_t i=0; i<nlines; i++)
332
0
    totSize += lenIn[i];
333
334
0
  if (totSize < FSST_SAMPLETARGET) {
335
0
    for(size_t i=0; i<nlines; i++)
336
0
      sample.push_back(strIn[i]);
337
0
  } else {
338
0
    size_t sampleRnd = FSST_HASH(4637947);
339
0
    const u8* sampleLim = sampleBuf + FSST_SAMPLETARGET;
340
341
0
    sample_len_out = duckdb::unique_ptr<std::vector<size_t>>(new std::vector<size_t>());
342
0
    sample_len_out->reserve(nlines + FSST_SAMPLEMAXSZ/FSST_SAMPLELINE);
343
344
    // This fails if we have a lot of small strings and a few big ones?
345
0
    while(sampleBuf < sampleLim) {
346
      // choose a non-empty line
347
0
      sampleRnd = FSST_HASH(sampleRnd);
348
0
      size_t linenr = sampleRnd % nlines;
349
0
      while (lenIn[linenr] == 0)
350
0
        if (++linenr == nlines) linenr = 0;
351
352
      // choose a chunk
353
0
      size_t chunks = 1 + ((lenIn[linenr]-1) / FSST_SAMPLELINE);
354
0
      sampleRnd = FSST_HASH(sampleRnd);
355
0
      size_t chunk = FSST_SAMPLELINE*(sampleRnd % chunks);
356
357
      // add the chunk to the sample
358
0
      size_t len = std::min(lenIn[linenr]-chunk,FSST_SAMPLELINE);
359
0
      memcpy(sampleBuf, strIn[linenr]+chunk, len);
360
0
      sample.push_back(sampleBuf);
361
362
0
      sample_len_out->push_back(len);
363
0
      sampleBuf += len;
364
0
    }
365
0
  }
366
0
  return sample;
367
0
}
368
369
0
extern "C" duckdb_fsst_encoder_t* duckdb_fsst_create(size_t n, size_t lenIn[], u8 *strIn[], int zeroTerminated) {
370
0
  u8* sampleBuf = new u8[FSST_SAMPLEMAXSZ];
371
0
  duckdb::unique_ptr<std::vector<size_t>> sample_sizes;
372
0
  std::vector<const u8*> sample = makeSample(sampleBuf, strIn, lenIn, n?n:1, sample_sizes); // careful handling of input to get a right-size and representative sample
373
0
  Encoder *encoder = new Encoder();
374
0
  const size_t* sampleLen = sample_sizes ? sample_sizes->data() : &lenIn[0];
375
0
  encoder->symbolTable = std::shared_ptr<SymbolTable>(buildSymbolTable(encoder->counters, sample, sampleLen, zeroTerminated));
376
0
  delete[] sampleBuf;
377
0
  return (duckdb_fsst_encoder_t*) encoder;
378
0
}
379
380
/* create another encoder instance, necessary to do multi-threaded encoding using the same symbol table */
381
0
extern "C" duckdb_fsst_encoder_t* duckdb_fsst_duplicate(duckdb_fsst_encoder_t *encoder) {
382
0
  Encoder *e = new Encoder();
383
0
  e->symbolTable = ((Encoder*)encoder)->symbolTable; // it is a shared_ptr
384
0
  return (duckdb_fsst_encoder_t*) e;
385
0
}
386
387
// export a symbol table in compact format.
388
0
extern "C" u32 duckdb_fsst_export(duckdb_fsst_encoder_t *encoder, u8 *buf) {
389
0
  Encoder *e = (Encoder*) encoder;
390
  // In ->version there is a versionnr, but we hide also suffixLim/terminator/nSymbols there.
391
  // This is sufficient in principle to *reconstruct* a duckdb_fsst_encoder_t from a duckdb_fsst_decoder_t
392
  // (such functionality could be useful to append compressed data to an existing block).
393
  //
394
  // However, the hash function in the encoder hash table is endian-sensitive, and given its
395
  // 'lossy perfect' hashing scheme is *unable* to contain other-endian-produced symbol tables.
396
  // Doing a endian-conversion during hashing will be slow and self-defeating.
397
  //
398
  // Overall, we could support reconstructing an encoder for incremental compression, but
399
  // should enforce equal-endianness. Bit of a bummer. Not going there now.
400
  //
401
  // The version field is now there just for future-proofness, but not used yet
402
403
  // version allows keeping track of fsst versions, track endianness, and encoder reconstruction
404
0
  u64 version = (FSST_VERSION << 32) |  // version is 24 bits, most significant byte is 0
405
0
                (((u64) e->symbolTable->suffixLim) << 24) |
406
0
                (((u64) e->symbolTable->terminator) << 16) |
407
0
                (((u64) e->symbolTable->nSymbols) << 8) |
408
0
                FSST_ENDIAN_MARKER; // least significant byte is nonzero
409
410
0
  version = swap64_if_be(version); // ensure version is little-endian encoded
411
412
  /* do not assume unaligned reads here */
413
0
  memcpy(buf, &version, 8);
414
0
  buf[8] = e->symbolTable->zeroTerminated;
415
0
  for(u32 i=0; i<8; i++)
416
0
    buf[9+i] = (u8) e->symbolTable->lenHisto[i];
417
0
  u32 pos = 17;
418
419
  // emit only the used bytes of the symbols
420
0
  for(u32 i = e->symbolTable->zeroTerminated; i < e->symbolTable->nSymbols; i++)
421
0
    for(u32 j = 0; j < e->symbolTable->symbols[i].length(); j++)
422
0
      buf[pos++] = e->symbolTable->symbols[i].val.str[j]; // serialize used symbol bytes
423
424
0
  return pos; // length of what was serialized
425
0
}
426
427
0
#define FSST_CORRUPT 32774747032022883 /* 7-byte number in little endian containing "corrupt" */
428
429
0
extern "C" u32 duckdb_fsst_import(duckdb_fsst_decoder_t *decoder, u8 *buf) {
430
0
  u64 version = 0;
431
0
  u32 code, pos = 17;
432
0
  u8 lenHisto[8];
433
434
  // version field (first 8 bytes) is now there just for future-proofness, unused still (skipped)
435
0
  memcpy(&version, buf, 8);
436
0
  version = swap64_if_be(version); // version is always little-endian encoded
437
438
0
  if ((version>>32) != FSST_VERSION) return 0;
439
0
  decoder->zeroTerminated = buf[8]&1;
440
0
  memcpy(lenHisto, buf+9, 8);
441
442
  // in case of zero-terminated, first symbol is "" (zero always, may be overwritten)
443
0
  decoder->len[0] = 1;
444
0
  decoder->symbol[0] = 0;
445
446
  // we use lenHisto[0] as 1-byte symbol run length (at the end)
447
0
  code = decoder->zeroTerminated;
448
0
  if (decoder->zeroTerminated) lenHisto[0]--; // if zeroTerminated, then symbol "" aka 1-byte code=0, is not stored at the end
449
450
  // now get all symbols from the buffer
451
0
  for(u32 l=1; l<=8; l++) { /* l = 1,2,3,4,5,6,7,8 */
452
0
    for(u32 i=0; i < lenHisto[(l&7) /* 1,2,3,4,5,6,7,0 */]; i++, code++)  {
453
0
      decoder->len[code] = (l&7)+1; /* len = 2,3,4,5,6,7,8,1  */
454
0
      decoder->symbol[code] = 0;
455
0
      for(u32 j=0; j<decoder->len[code]; j++)
456
0
        ((u8*) &decoder->symbol[code])[j] = buf[pos++]; // note this enforces 'little endian' symbols
457
0
    }
458
0
  }
459
0
  if (decoder->zeroTerminated) lenHisto[0]++;
460
461
  // fill unused symbols with text "corrupt". Gives a chance to detect corrupted code sequences (if there are unused symbols).
462
0
  while(code<255) {
463
0
    decoder->symbol[code] = FSST_CORRUPT;
464
0
    decoder->len[code++] = 8;
465
0
  }
466
0
  return pos;
467
0
}
468
469
// runtime check for simd
470
0
inline size_t _compressImpl(Encoder *e, size_t nlines, size_t lenIn[], u8 *strIn[], size_t size, u8 *output, size_t *lenOut, u8 *strOut[], bool noSuffixOpt, bool avoidBranch, int) {
471
0
  return compressBulk(*e->symbolTable, nlines, lenIn, strIn, size, output, lenOut, strOut, noSuffixOpt, avoidBranch);
472
0
}
473
0
size_t compressImpl(Encoder *e, size_t nlines, size_t lenIn[], u8 *strIn[], size_t size, u8 *output, size_t *lenOut, u8 *strOut[], bool noSuffixOpt, bool avoidBranch, int simd) {
474
0
  return _compressImpl(e, nlines, lenIn, strIn, size, output, lenOut, strOut, noSuffixOpt, avoidBranch, simd);
475
0
}
476
477
// adaptive choosing of scalar compression method based on symbol length histogram
478
0
inline size_t _compressAuto(Encoder *e, size_t nlines, size_t lenIn[], u8 *strIn[], size_t size, u8 *output, size_t *lenOut, u8 *strOut[], int simd) {
479
0
  bool avoidBranch = false, noSuffixOpt = false;
480
0
  if (100*e->symbolTable->lenHisto[1] > 65*e->symbolTable->nSymbols && 100*e->symbolTable->suffixLim > 95*e->symbolTable->lenHisto[1]) {
481
0
    noSuffixOpt = true;
482
0
  } else if ((e->symbolTable->lenHisto[0] > 24 && e->symbolTable->lenHisto[0] < 92) &&
483
0
             (e->symbolTable->lenHisto[0] < 43 || e->symbolTable->lenHisto[6] + e->symbolTable->lenHisto[7] < 29) &&
484
0
             (e->symbolTable->lenHisto[0] < 72 || e->symbolTable->lenHisto[2] < 72)) {
485
0
    avoidBranch = true;
486
0
  }
487
0
  return _compressImpl(e, nlines, lenIn, strIn, size, output, lenOut, strOut, noSuffixOpt, avoidBranch, simd);
488
0
}
489
0
size_t compressAuto(Encoder *e, size_t nlines, size_t lenIn[], u8 *strIn[], size_t size, u8 *output, size_t *lenOut, u8 *strOut[], int simd) {
490
0
  return _compressAuto(e, nlines, lenIn, strIn, size, output, lenOut, strOut, simd);
491
0
}
492
}  // namespace libfsst
493
494
using namespace libfsst;
495
// the main compression function (everything automatic)
496
0
extern "C" size_t duckdb_fsst_compress(duckdb_fsst_encoder_t *encoder, size_t nlines, size_t lenIn[], u8 *strIn[], size_t size, u8 *output, size_t *lenOut, u8 *strOut[]) {
497
  // to be faster than scalar, simd needs 64 lines or more of length >=12; or fewer lines, but big ones (totLen > 32KB)
498
0
  size_t totLen = std::accumulate(lenIn, lenIn+nlines, 0);
499
0
  int simd = totLen > nlines*12 && (nlines > 64 || totLen > (size_t) 1<<15);
500
0
  return _compressAuto((Encoder*) encoder, nlines, lenIn, strIn, size, output, lenOut, strOut, 3*simd);
501
0
}
502
503
/* deallocate encoder */
504
0
extern "C" void duckdb_fsst_destroy(duckdb_fsst_encoder_t* encoder) {
505
0
  Encoder *e = (Encoder*) encoder;
506
0
  delete e;
507
0
}
508
509
/* very lazy implementation relying on export and import */
510
0
extern "C" duckdb_fsst_decoder_t duckdb_fsst_decoder(duckdb_fsst_encoder_t *encoder) {
511
0
  u8 buf[sizeof(duckdb_fsst_decoder_t)];
512
0
  u32 cnt1 = duckdb_fsst_export(encoder, buf);
513
0
  duckdb_fsst_decoder_t decoder;
514
0
  u32 cnt2 = duckdb_fsst_import(&decoder, buf);
515
  assert(cnt1 == cnt2); (void) cnt1; (void) cnt2;
516
0
  return decoder;
517
0
}