libfsst.cpp

// this software is distributed under the MIT License (http://www.opensource.org/licenses/MIT):
//
// Copyright 2018-2020, CWI, TU Munich, FSU Jena
//
// Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files
// (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify,
// merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// - The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
// LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR
// IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
//
// You can contact the authors via the FSST source repository : https://github.com/cwida/fsst
#include "libfsst.hpp"

Symbol concat(Symbol a, Symbol b) {
   Symbol s;
   u32 length = a.length()+b.length();
   if (length > Symbol::maxLength) length = Symbol::maxLength; 
   s.set_code_len(FSST_CODE_MASK, length);
   s.val.num = (b.val.num << (8*a.length())) | a.val.num;
   return s;
}

namespace std {
template <>
class hash<QSymbol> {
   public:
   size_t operator()(const QSymbol& q) const {
      uint64_t k = q.symbol.val.num;
      const uint64_t m = 0xc6a4a7935bd1e995;
      const int r = 47;
      uint64_t h = 0x8445d61a4e774912 ^ (8*m);
      k *= m;
      k ^= k >> r;
      k *= m;
      h ^= k;
      h *= m;
      h ^= h >> r;
      h *= m;
      h ^= h >> r;
      return h;
   }
};
}

bool isEscapeCode(u16 pos) { return pos < FSST_CODE_BASE; }

std::ostream& operator<<(std::ostream& out, const Symbol& s) {
   for (u32 i=0; i<s.length(); i++)
      out << s.val.str[i];
   return out;
}
static u64 iter = 0;

SymbolTable *buildSymbolTable(Counters& counters, vector<u8*> line, size_t len[], bool zeroTerminated=false) {
   SymbolTable *st = new SymbolTable(), *bestTable = new SymbolTable();
   int bestGain = (int) -FSST_SAMPLEMAXSZ; // worst case (everything exception)
   size_t sampleFrac = 128;

   // start by determining the terminator. We use the (lowest) most infrequent byte as terminator 
   st->zeroTerminated = zeroTerminated;
   if (zeroTerminated) {
      st->terminator = 0; // except in case of zeroTerminated mode, then byte 0 is terminator regardless frequency
   } else {
      u16 byteHisto[256];
      memset(byteHisto, 0, sizeof(byteHisto));
      for(size_t i=0; i<line.size(); i++) {
         u8* cur = line[i];
         u8* end = cur + len[i];
         while(cur < end) byteHisto[*cur++]++;
      }
      u32 minSize = FSST_SAMPLEMAXSZ, i = st->terminator = 256;
      while(i-- > 0) {
         if (byteHisto[i] > minSize) continue;
         st->terminator = i;
         minSize = byteHisto[i];
      }
   }
   assert(st->terminator != 256);

   // a random number between 0 and 128
   auto rnd128 = [&](size_t i) { return 1 + (FSST_HASH((i+1UL)*sampleFrac)&127); };

   // compress sample, and compute (pair-)frequencies
   auto compressCount = [&](SymbolTable *st, Counters &counters) { // returns gain
      int gain = 0;

      for(size_t i=0; i<line.size(); i++) {
         u8* cur = line[i], *start = cur;
         u8* end = cur + len[i];

         if (sampleFrac < 128) {
            // in earlier rounds (sampleFrac < 128) we skip data in the sample (reduces overall work ~2x)
            if (rnd128(i) > sampleFrac) continue;
         }
         if (cur < end) {
            u16 code2 = 255, code1 = st->findLongestSymbol(cur, end);
            cur += st->symbols[code1].length();
            gain += (int) (st->symbols[code1].length()-(1+isEscapeCode(code1)));
            while (true) {
               // count single symbol (i.e. an option is not extending it)
               counters.count1Inc(code1);
	
               // as an alternative, consider just using the next byte..
               if (st->symbols[code1].length() != 1) // .. but do not count single byte symbols doubly
                  counters.count1Inc(*start); 

               if (cur==end) { 
                  break;
               } 

               // now match a new symbol
	       start = cur;
               if (cur<end-7) {
                  u64 word = fsst_unaligned_load(cur);
                  size_t code = word & 0xFFFFFF;
                  size_t idx = FSST_HASH(code)&(st->hashTabSize-1);
                  Symbol s = st->hashTab[idx];
                  code2 = st->shortCodes[word & 0xFFFF] & FSST_CODE_MASK;
                  word &= (0xFFFFFFFFFFFFFFFF >> (u8) s.icl);
                  if ((s.icl < FSST_ICL_FREE) & (s.val.num == word)) {
                     code2 = s.code(); 
		     cur += s.length();
                  } else if (code2 >= FSST_CODE_BASE) {
                     cur += 2;
                  } else {
                     code2 = st->byteCodes[word & 0xFF] & FSST_CODE_MASK;
                     cur += 1;
                  }
               } else {
                  code2 = st->findLongestSymbol(cur, end);
                  cur += st->symbols[code2].length();
               }
 
               // compute compressed output size
               gain += ((int) (cur-start))-(1+isEscapeCode(code2));

               if (sampleFrac < 128) { // no need to count pairs in final round
	          // consider the symbol that is the concatenation of the two last symbols
                  counters.count2Inc(code1, code2);

                  // as an alternative, consider just extending with the next byte..
                  if ((cur-start) > 1)  // ..but do not count single byte extensions doubly
                     counters.count2Inc(code1, *start);
               }
               code1 = code2;
            }
         }
      }
      return gain; 
   };

   auto makeTable = [&](SymbolTable *st, Counters &counters) {
      // hashmap of c (needed because we can generate duplicate candidates)
      unordered_set<QSymbol> cands;

      // artificially make terminater the most frequent symbol so it gets included
      u16 terminator = st->nSymbols?FSST_CODE_BASE:st->terminator;
      counters.count1Set(terminator,65535); 

      auto addOrInc = [&](unordered_set<QSymbol> &cands, Symbol s, u64 count) {
         if (count < (5*sampleFrac)/128) return; // improves both compression speed (less candidates), but also quality!!
         QSymbol q;
         q.symbol = s;
         q.gain = count * s.length();
         auto it = cands.find(q);
         if (it != cands.end()) {
            q.gain += (*it).gain;
            cands.erase(*it);
         }
         cands.insert(q);
      };

      // add candidate symbols based on counted frequency
      for (u32 pos1=0; pos1<FSST_CODE_BASE+(size_t) st->nSymbols; pos1++) { 
         u32 cnt1 = counters.count1GetNext(pos1); // may advance pos1!!
         if (!cnt1) continue;

         // heuristic: promoting single-byte symbols (*8) helps reduce exception rates and increases [de]compression speed
         Symbol s1 = st->symbols[pos1];
         addOrInc(cands, s1, ((s1.length()==1)?8LL:1LL)*cnt1);

         if (sampleFrac >= 128 || // last round we do not create new (combined) symbols
             s1.length() == Symbol::maxLength || // symbol cannot be extended
             s1.val.str[0] == st->terminator) { // multi-byte symbols cannot contain the terminator byte
            continue;
         }
         for (u32 pos2=0; pos2<FSST_CODE_BASE+(size_t)st->nSymbols; pos2++) { 
            u32 cnt2 = counters.count2GetNext(pos1, pos2); // may advance pos2!!
            if (!cnt2) continue;

            // create a new symbol
            Symbol s2 = st->symbols[pos2];
            Symbol s3 = concat(s1, s2);
            if (s2.val.str[0] != st->terminator) // multi-byte symbols cannot contain the terminator byte
               addOrInc(cands, s3, cnt2);
         }
      }

      // insert candidates into priority queue (by gain)
      auto cmpGn = [](const QSymbol& q1, const QSymbol& q2) { return (q1.gain < q2.gain) || (q1.gain == q2.gain && q1.symbol.val.num > q2.symbol.val.num); };
      priority_queue<QSymbol,vector<QSymbol>,decltype(cmpGn)> pq(cmpGn);
      for (auto& q : cands)
         pq.push(q);

      // Create new symbol map using best candidates
      st->clear();
      while (st->nSymbols < 255 && !pq.empty()) {
         QSymbol q = pq.top();
         pq.pop();
         st->add(q.symbol);
      }
   };

   u8 bestCounters[512*sizeof(u16)];
#ifdef NONOPT_FSST
   for(size_t frac : {127, 127, 127, 127, 127, 127, 127, 127, 127, 128}) {
      sampleFrac = frac;
#else
   for(sampleFrac=8; true; sampleFrac += 30) {
#endif
      memset(&counters, 0, sizeof(Counters));
      long gain = compressCount(st, counters);
      if (gain >= bestGain) { // a new best solution!
         counters.backup1(bestCounters);
         *bestTable = *st; bestGain = gain;
      } 
      if (sampleFrac >= 128) break; // we do 5 rounds (sampleFrac=8,38,68,98,128)
      makeTable(st, counters);
   }
   delete st;
   counters.restore1(bestCounters);
   makeTable(bestTable, counters);
   bestTable->finalize(zeroTerminated); // renumber codes for more efficient compression
   return bestTable;
}

static inline size_t compressSIMD(SymbolTable &symbolTable, u8* symbolBase, size_t nlines, size_t len[], u8* line[], size_t size, u8* dst, size_t lenOut[], u8* strOut[], int unroll) {
   size_t curLine = 0, inOff = 0, outOff = 0, batchPos = 0, empty = 0, budget = size;
   u8 *lim = dst + size, *codeBase = symbolBase + (1<<18); // 512KB temp space for compressing 512 strings 
   SIMDjob input[512];  // combined offsets of input strings (cur,end), and string #id (pos) and output (dst) pointer
   SIMDjob output[512]; // output are (pos:9,dst:19) end pointers (compute compressed length from this)
   size_t jobLine[512]; // for which line in the input sequence was this job (needed because we may split a line into multiple jobs)

   while (curLine < nlines && outOff <= (1<<19)) {
      size_t prevLine = curLine, chunk, curOff = 0;
 
      // bail out if the output buffer cannot hold the compressed next string fully
      if (((len[curLine]-curOff)*2 + 7) > budget) break; // see below for the +7
      else budget -= (len[curLine]-curOff)*2;

      strOut[curLine] = (u8*) 0; 
      lenOut[curLine] = 0;

      do {
         do {
            chunk = len[curLine] - curOff;
            if (chunk > 511) {
               chunk = 511; // large strings need to be chopped up into segments of 511 bytes
            }
            // create a job in this batch
            SIMDjob job;
            job.cur = inOff;
            job.end = job.cur + chunk;
            job.pos = batchPos;
            job.out = outOff;
   
            // worst case estimate for compressed size (+7 is for the scatter that writes extra 7 zeros)
            outOff += 7 + 2*(size_t)(job.end - job.cur); // note, total size needed is 512*(511*2+7) bytes.
            if (outOff > (1<<19)) break; // simdbuf may get full, stop before this chunk
   
            // register job in this batch
            input[batchPos] = job;
            jobLine[batchPos] = curLine;
   
            if (chunk == 0) {
               empty++; // detect empty chunks -- SIMD code cannot handle empty strings, so they need to be filtered out
            } else {
               // copy string chunk into temp buffer 
               memcpy(symbolBase + inOff, line[curLine] + curOff, chunk);
               inOff += chunk;
               curOff += chunk;
               symbolBase[inOff++] = (u8) symbolTable.terminator; // write an extra char at the end that will not be encoded
            }
            if (++batchPos == 512) break;
         } while(curOff < len[curLine]);
   
         if ((batchPos == 512) || (outOff > (1<<19)) || (++curLine >= nlines)) { // cannot accumulate more?
            if (batchPos-empty >= 32) { // if we have enough work, fire off fsst_compressAVX512 (32 is due to max 4x8 unrolling)
               // radix-sort jobs on length (longest string first) 
               // -- this provides best load balancing and allows to skip empty jobs at the end
               u16 sortpos[513]; 
               memset(sortpos, 0, sizeof(sortpos));
   
               // calculate length histo 
               for(size_t i=0; i<batchPos; i++) { 
                  size_t len = input[i].end - input[i].cur; 
                  sortpos[512UL - len]++;
               }
               // calculate running sum
               for(size_t i=1; i<=512; i++) 
                  sortpos[i] += sortpos[i-1]; 
   
               // move jobs to their final destination
               SIMDjob inputOrdered[512];
               for(size_t i=0; i<batchPos; i++) {
                  size_t len = input[i].end - input[i].cur; 
                  size_t pos = sortpos[511UL - len]++;
                  inputOrdered[pos] = input[i]; 
                }
               // finally.. SIMD compress max 256KB of simdbuf into (max) 512KB of simdbuf (but presumably much less..) 
               for(size_t done = fsst_compressAVX512(symbolTable, codeBase, symbolBase, inputOrdered, output, batchPos-empty, unroll);
                   done < batchPos; done++) output[done] = inputOrdered[done]; 
            } else {
               memcpy(output, input, batchPos*sizeof(SIMDjob));
            }
   
            // finish encoding (unfinished strings in process, plus the few last strings not yet processed)
            for(size_t i=0; i<batchPos; i++) {
               SIMDjob job = output[i];
               if (job.cur < job.end) { // finish encoding this string with scalar code
                  u8* cur = symbolBase + job.cur;
                  u8* end = symbolBase + job.end;
                  u8* out = codeBase + job.out;
                  while (cur < end) {
                     u64 word = fsst_unaligned_load(cur);
                     size_t code = symbolTable.shortCodes[word & 0xFFFF];
                     size_t pos = word & 0xFFFFFF;
                     size_t idx = FSST_HASH(pos)&(symbolTable.hashTabSize-1);
                     Symbol s = symbolTable.hashTab[idx];
                     out[1] = (u8) word; // speculatively write out escaped byte
                     word &= (0xFFFFFFFFFFFFFFFF >> (u8) s.icl);
                     if ((s.icl < FSST_ICL_FREE) && s.val.num == word) {
                        *out++ = (u8) s.code(); cur += s.length();
                     } else {
                        // could be a 2-byte or 1-byte code, or miss
                        // handle everything with predication 
                        *out = (u8) code; 
                        out += 1+((code&FSST_CODE_BASE)>>8);
                        cur += (code>>FSST_LEN_BITS); 
                    }
                  }
                  job.out = out - codeBase;
               } 
               // postprocess job info
               job.cur = 0;
               job.end = job.out - input[job.pos].out; // misuse .end field as compressed size 
               job.out = input[job.pos].out; // reset offset to start of encoded string
               input[job.pos] = job; 
            }
   
            // copy out the result data
            for(size_t i=0; i<batchPos; i++) {
               size_t lineNr = jobLine[i]; // the sort must be order-preserving, as we concatenate results string in order
               size_t sz = input[i].end; // had stored compressed lengths here
               if (!strOut[lineNr]) strOut[lineNr] = dst; // first segment will be the strOut pointer
               lenOut[lineNr] += sz; // add segment (lenOut starts at 0 for this reason)
               memcpy(dst, codeBase+input[i].out, sz);
               dst += sz;
            }
   
            // go for the next batch of 512 chunks
            inOff = outOff = batchPos = empty = 0;
            budget = (size_t) (lim - dst);
         } 
      } while (curLine == prevLine && outOff <= (1<<19));
   }
   return curLine;
}


// optimized adaptive *scalar* compression method
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) {
   u8 *cur = NULL, *end =  NULL, *lim = out + size;
   size_t curLine, suffixLim = symbolTable.suffixLim;
   u8 byteLim = symbolTable.nSymbols + symbolTable.zeroTerminated - symbolTable.lenHisto[0];

   u8 buf[512+8] = {}; /* +8 sentinel is to avoid 8-byte unaligned-loads going beyond 511 out-of-bounds */

   // three variants are possible. dead code falls away since the bool arguments are constants
   auto compressVariant = [&](bool noSuffixOpt, bool avoidBranch) {
      while (cur < end) {
         u64 word = fsst_unaligned_load(cur);
         size_t code = symbolTable.shortCodes[word & 0xFFFF];
         if (noSuffixOpt && ((u8) code) < suffixLim) {
            // 2 byte code without having to worry about longer matches
            *out++ = (u8) code; cur += 2;
         } else {
            size_t pos = word & 0xFFFFFF;
            size_t idx = FSST_HASH(pos)&(symbolTable.hashTabSize-1);
            Symbol s = symbolTable.hashTab[idx];
            out[1] = (u8) word; // speculatively write out escaped byte
            word &= (0xFFFFFFFFFFFFFFFF >> (u8) s.icl);
            if ((s.icl < FSST_ICL_FREE) && s.val.num == word) {
               *out++ = (u8) s.code(); cur += s.length();
            } else if (avoidBranch) {
               // could be a 2-byte or 1-byte code, or miss
               // handle everything with predication 
               *out = (u8) code; 
               out += 1+((code&FSST_CODE_BASE)>>8);
               cur += (code>>FSST_LEN_BITS); 
            } else if ((u8) code < byteLim) {
               // 2 byte code after checking there is no longer pattern
               *out++ = (u8) code; cur += 2;
            } else {
               // 1 byte code or miss. 
               *out = (u8) code; 
               out += 1+((code&FSST_CODE_BASE)>>8); // predicated - tested with a branch, that was always worse
               cur++;
            }
         }
      }
   };

   for(curLine=0; curLine<nlines; curLine++) {
      size_t chunk, curOff = 0;
      strOut[curLine] = out;
      do {
         cur = strIn[curLine] + curOff; 
         chunk = lenIn[curLine] - curOff;
         if (chunk > 511) {
            chunk = 511; // we need to compress in chunks of 511 in order to be byte-compatible with simd-compressed FSST 
         }
         if ((2*chunk+7) > (size_t) (lim-out)) {
            return curLine; // out of memory
         }
         // copy the string to the 511-byte buffer
         memcpy(buf, cur, chunk);
         buf[chunk] = (u8) symbolTable.terminator;
         cur = buf;
         end = cur + chunk; 

         // based on symboltable stats, choose a variant that is nice to the branch predictor
         if (noSuffixOpt) {
            compressVariant(true,false);
         } else if (avoidBranch) {
            compressVariant(false,true);
         } else {
          compressVariant(false, false);
         }
      } while((curOff += chunk) < lenIn[curLine]);
      lenOut[curLine] = (size_t) (out - strOut[curLine]);
   } 
   return curLine;
}

#define FSST_SAMPLELINE ((size_t) 512)

// quickly select a uniformly random set of lines such that we have between [FSST_SAMPLETARGET,FSST_SAMPLEMAXSZ) string bytes
vector<u8*> makeSample(u8* sampleBuf, u8* strIn[], size_t **lenRef, size_t nlines) {
   size_t totSize = 0, *lenIn = *lenRef;
   vector<u8*> sample;

   for(size_t i=0; i<nlines; i++) 
      totSize += lenIn[i];

   if (totSize < FSST_SAMPLETARGET) { 
      for(size_t i=0; i<nlines; i++) 
         sample.push_back(strIn[i]);
   } else {
      size_t sampleRnd = FSST_HASH(4637947);
      u8* sampleLim = sampleBuf + FSST_SAMPLETARGET;
      size_t *sampleLen = *lenRef = new size_t[nlines + FSST_SAMPLEMAXSZ/FSST_SAMPLELINE];

      while(sampleBuf < sampleLim) {
         // choose a non-empty line
         sampleRnd = FSST_HASH(sampleRnd);
         size_t linenr = sampleRnd % nlines;
         while (lenIn[linenr] == 0) 
            if (++linenr == nlines) linenr = 0;

         // choose a chunk
         size_t chunks = 1 + ((lenIn[linenr]-1) / FSST_SAMPLELINE);
         sampleRnd = FSST_HASH(sampleRnd);
         size_t chunk = FSST_SAMPLELINE*(sampleRnd % chunks);

         // add the chunk to the sample
         size_t len = min(lenIn[linenr]-chunk,FSST_SAMPLELINE);
         memcpy(sampleBuf, strIn[linenr]+chunk, len);
         sample.push_back(sampleBuf);
         sampleBuf += *sampleLen++ = len;
      }
   }
   return sample;
}

extern "C" fsst_encoder_t* fsst_create(size_t n, size_t lenIn[], u8 *strIn[], int zeroTerminated) {
   u8* sampleBuf = new u8[FSST_SAMPLEMAXSZ];
   size_t *sampleLen = lenIn;
   vector<u8*> sample = makeSample(sampleBuf, strIn, &sampleLen, n?n:1); // careful handling of input to get a right-size and representative sample
   Encoder *encoder = new Encoder();
   encoder->symbolTable = shared_ptr<SymbolTable>(buildSymbolTable(encoder->counters, sample, sampleLen, zeroTerminated));
   if (sampleLen != lenIn) delete[] sampleLen; 
   delete[] sampleBuf; 
   return (fsst_encoder_t*) encoder;
}

/* create another encoder instance, necessary to do multi-threaded encoding using the same symbol table */
extern "C" fsst_encoder_t* fsst_duplicate(fsst_encoder_t *encoder) {
   Encoder *e = new Encoder();
   e->symbolTable = ((Encoder*)encoder)->symbolTable; // it is a shared_ptr
   return (fsst_encoder_t*) e;
}

// export a symbol table in compact format. 
extern "C" u32 fsst_export(fsst_encoder_t *encoder, u8 *buf) {
   Encoder *e = (Encoder*) encoder;
   // In ->version there is a versionnr, but we hide also suffixLim/terminator/nSymbols there.
   // This is sufficient in principle to *reconstruct* a fsst_encoder_t from a fsst_decoder_t
   // (such functionality could be useful to append compressed data to an existing block).
   //
   // However, the hash function in the encoder hash table is endian-sensitive, and given its
   // 'lossy perfect' hashing scheme is *unable* to contain other-endian-produced symbol tables.
   // Doing a endian-conversion during hashing will be slow and self-defeating.
   //
   // Overall, we could support reconstructing an encoder for incremental compression, but 
   // should enforce equal-endianness. Bit of a bummer. Not going there now.
   // 
   // The version field is now there just for future-proofness, but not used yet
   
   // version allows keeping track of fsst versions, track endianness, and encoder reconstruction
   u64 version = (FSST_VERSION << 32) |  // version is 24 bits, most significant byte is 0 
                 (((u64) e->symbolTable->suffixLim) << 24) | 
                 (((u64) e->symbolTable->terminator) << 16) | 
                 (((u64) e->symbolTable->nSymbols) << 8) | 
                 FSST_ENDIAN_MARKER; // least significant byte is nonzero

   /* do not assume unaligned reads here */
   memcpy(buf, &version, 8);
   buf[8] = e->symbolTable->zeroTerminated;
   for(u32 i=0; i<8; i++)
      buf[9+i] = (u8) e->symbolTable->lenHisto[i];
   u32 pos = 17;

   // emit only the used bytes of the symbols 
   for(u32 i = e->symbolTable->zeroTerminated; i < e->symbolTable->nSymbols; i++)
      for(u32 j = 0; j < e->symbolTable->symbols[i].length(); j++)
         buf[pos++] = e->symbolTable->symbols[i].val.str[j]; // serialize used symbol bytes

   return pos; // length of what was serialized
}

#define FSST_CORRUPT 32774747032022883 /* 7-byte number in little endian containing "corrupt" */

extern "C" u32 fsst_import(fsst_decoder_t *decoder, u8 *buf) {
   u64 version = 0;
   u32 code, pos = 17;
   u8 lenHisto[8];

   // version field (first 8 bytes) is now there just for future-proofness, unused still (skipped)
   memcpy(&version, buf, 8);
   if ((version>>32) != FSST_VERSION) return 0;
   decoder->zeroTerminated = buf[8]&1;
   memcpy(lenHisto, buf+9, 8);

   // in case of zero-terminated, first symbol is "" (zero always, may be overwritten) 
   decoder->len[0] = 1;
   decoder->symbol[0] = 0;

   // we use lenHisto[0] as 1-byte symbol run length (at the end)
   code = decoder->zeroTerminated;
   if (decoder->zeroTerminated) lenHisto[0]--; // if zeroTerminated, then symbol "" aka 1-byte code=0, is not stored at the end

   // now get all symbols from the buffer
   for(u32 l=1; l<=8; l++) { /* l = 1,2,3,4,5,6,7,8 */
      for(u32 i=0; i < lenHisto[(l&7) /* 1,2,3,4,5,6,7,0 */]; i++, code++)  {
         decoder->len[code] = (l&7)+1; /* len = 2,3,4,5,6,7,8,1  */
         decoder->symbol[code] = 0;
         for(u32 j=0; j<decoder->len[code]; j++) 
            ((u8*) &decoder->symbol[code])[j] = buf[pos++]; // note this enforces 'little endian' symbols
      }
   }
   if (decoder->zeroTerminated) lenHisto[0]++; 

   // fill unused symbols with text "corrupt". Gives a chance to detect corrupted code sequences (if there are unused symbols).
   while(code<255) {
       decoder->symbol[code] = FSST_CORRUPT;    
       decoder->len[code++] = 8;
   }
   return pos;
}

// runtime check for simd
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 simd) {
#ifndef NONOPT_FSST
   if (simd && fsst_hasAVX512())
      return compressSIMD(*e->symbolTable, e->simdbuf, nlines, lenIn, strIn, size, output, lenOut, strOut, simd);
#endif
   (void) simd;
   return compressBulk(*e->symbolTable, nlines, lenIn, strIn, size, output, lenOut, strOut, noSuffixOpt, avoidBranch);
}
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) {
   return _compressImpl(e, nlines, lenIn, strIn, size, output, lenOut, strOut, noSuffixOpt, avoidBranch, simd);
}

// adaptive choosing of scalar compression method based on symbol length histogram 
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) {
   bool avoidBranch = false, noSuffixOpt = false;
   if (100*e->symbolTable->lenHisto[1] > 65*e->symbolTable->nSymbols && 100*e->symbolTable->suffixLim > 95*e->symbolTable->lenHisto[1]) {
      noSuffixOpt = true;
   } else if ((e->symbolTable->lenHisto[0] > 24 && e->symbolTable->lenHisto[0] < 92) &&
              (e->symbolTable->lenHisto[0] < 43 || e->symbolTable->lenHisto[6] + e->symbolTable->lenHisto[7] < 29) &&
              (e->symbolTable->lenHisto[0] < 72 || e->symbolTable->lenHisto[2] < 72)) {
      avoidBranch = true;
   }
   return _compressImpl(e, nlines, lenIn, strIn, size, output, lenOut, strOut, noSuffixOpt, avoidBranch, simd);
}
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) {
   return _compressAuto(e, nlines, lenIn, strIn, size, output, lenOut, strOut, simd);
}

// the main compression function (everything automatic)
extern "C" size_t fsst_compress(fsst_encoder_t *encoder, size_t nlines, size_t lenIn[], u8 *strIn[], size_t size, u8 *output, size_t *lenOut, u8 *strOut[]) {
   // to be faster than scalar, simd needs 64 lines or more of length >=12; or fewer lines, but big ones (totLen > 32KB)
   size_t totLen = accumulate(lenIn, lenIn+nlines, 0);
   int simd = totLen > nlines*12 && (nlines > 64 || totLen > (size_t) 1<<15); 
   return _compressAuto((Encoder*) encoder, nlines, lenIn, strIn, size, output, lenOut, strOut, 3*simd);
}

/* deallocate encoder */
extern "C" void fsst_destroy(fsst_encoder_t* encoder) {
   Encoder *e = (Encoder*) encoder; 
   delete e;
}

/* very lazy implementation relying on export and import */
extern "C" fsst_decoder_t fsst_decoder(fsst_encoder_t *encoder) {
   u8 buf[sizeof(fsst_decoder_t)];
   u32 cnt1 = fsst_export(encoder, buf);
   fsst_decoder_t decoder;
   u32 cnt2 = fsst_import(&decoder, buf);
   assert(cnt1 == cnt2); (void) cnt1; (void) cnt2; 
   return decoder;
}