Merge remote-tracking branch 'refs/remotes/facebook/dev' into dev11
This commit is contained in:
commit
acb5c43552
30
README.md
30
README.md
@ -2,7 +2,7 @@
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targeting real-time compression scenarios at zlib-level and better compression ratios.
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It is provided as an open-source BSD-licensed **C** library,
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and a command line utility producing and decoding `.zst` compressed files.
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and a command line utility producing and decoding `.zst` and `.gz` files.
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For other programming languages,
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you can consult a list of known ports on [Zstandard homepage](http://www.zstd.net/#other-languages).
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@ -47,18 +47,27 @@ For a larger picture including very slow modes, [click on this link](doc/images/
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### The case for Small Data compression
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Previous charts provide results applicable to typical file and stream scenarios (several MB). Small data comes with different perspectives. The smaller the amount of data to compress, the more difficult it is to achieve any significant compression.
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Previous charts provide results applicable to typical file and stream scenarios (several MB). Small data comes with different perspectives.
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This problem is common to many compression algorithms. The reason is, compression algorithms learn from past data how to compress future data. But at the beginning of a new file, there is no "past" to build upon.
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The smaller the amount of data to compress, the more difficult it is to compress. This problem is common to all compression algorithms, and reason is, compression algorithms learn from past data how to compress future data. But at the beginning of a new data set, there is no "past" to build upon.
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To solve this situation, Zstd offers a __training mode__, which can be used to tune the algorithm for a selected type of data, by providing it with a few samples. The result of the training is stored in a file called "dictionary", which can be loaded before compression and decompression. Using this dictionary, the compression ratio achievable on small data improves dramatically:
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To solve this situation, Zstd offers a __training mode__, which can be used to tune the algorithm for a selected type of data.
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Training Zstandard is achieved by provide it with a few samples (one file per sample). The result of this training is stored in a file called "dictionary", which must be loaded before compression and decompression.
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Using this dictionary, the compression ratio achievable on small data improves dramatically.
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![Compressing Small Data](doc/images/smallData.png "Compressing Small Data")
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The following example uses the `github-users` [sample set](https://www.dropbox.com/s/mnktkomhkjbf1i2/github_users.tar.zst?dl=0), created from [github public API](https://developer.github.com/v3/users/#get-all-users).
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It consists of roughly 10K records weighting about 1KB each.
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These compression gains are achieved while simultaneously providing faster compression and decompression speeds.
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Compression Ratio | Compression Speed | Decompression Speed
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------------------|-------------------|--------------------
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![Compression Ratio](doc/images/dict-cr.png "Compression Ratio") | ![Compression Speed](doc/images/dict-cs.png "Compression Speed") | ![Decompression Speed](doc/images/dict-ds.png "Decompression Speed")
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Dictionary works if there is some correlation in a family of small data (there is no _universal dictionary_).
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Hence, deploying one dictionary per type of data will provide the greatest benefits. Dictionary gains are mostly effective in the first few KB. Then, the compression algorithm will rely more and more on previously decoded content to compress the rest of the file.
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These compression gains are achieved while simultaneously providing _faster_ compression and decompression speeds.
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Training works if there is some correlation in a family of small data samples. The more data-specific a dictionary is, the more efficient it is (there is no _universal dictionary_).
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Hence, deploying one dictionary per type of data will provide the greatest benefits.
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Dictionary gains are mostly effective in the first few KB. Then, the compression algorithm will gradually use previously decoded content to better compress the rest of the file.
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#### Dictionary compression How To :
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@ -68,11 +77,12 @@ Hence, deploying one dictionary per type of data will provide the greatest benef
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2) Compress with dictionary
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`zstd FILE -D dictionaryName`
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`zstd -D dictionaryName FILE`
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3) Decompress with dictionary
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`zstd --decompress FILE.zst -D dictionaryName`
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`zstd -D dictionaryName --decompress FILE.zst`
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### Build
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BIN
doc/images/dict-cr.png
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doc/images/dict-cr.png
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doc/images/dict-cs.png
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doc/images/dict-cs.png
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doc/images/dict-ds.png
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doc/images/dict-ds.png
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@ -273,6 +273,7 @@ struct ZSTDMT_CCtx_s {
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pthread_mutex_t jobCompleted_mutex;
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pthread_cond_t jobCompleted_cond;
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size_t targetSectionSize;
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size_t marginSize;
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size_t inBuffSize;
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size_t dictSize;
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size_t targetDictSize;
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@ -285,7 +286,7 @@ struct ZSTDMT_CCtx_s {
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unsigned nextJobID;
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unsigned frameEnded;
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unsigned allJobsCompleted;
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unsigned overlapWrLog;
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unsigned overlapRLog;
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unsigned long long frameContentSize;
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size_t sectionSize;
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ZSTD_CDict* cdict;
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@ -308,7 +309,7 @@ ZSTDMT_CCtx *ZSTDMT_createCCtx(unsigned nbThreads)
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cctx->jobIDMask = nbJobs - 1;
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cctx->allJobsCompleted = 1;
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cctx->sectionSize = 0;
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cctx->overlapWrLog = 3;
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cctx->overlapRLog = 3;
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cctx->factory = POOL_create(nbThreads, 1);
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cctx->buffPool = ZSTDMT_createBufferPool(nbThreads);
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cctx->cctxPool = ZSTDMT_createCCtxPool(nbThreads);
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@ -368,8 +369,9 @@ size_t ZSTDMT_setMTCtxParameter(ZSTDMT_CCtx* mtctx, ZSDTMT_parameter parameter,
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case ZSTDMT_p_sectionSize :
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mtctx->sectionSize = value;
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return 0;
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case ZSTDMT_p_overlapSectionRLog :
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mtctx->overlapWrLog = value;
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case ZSTDMT_p_overlapSectionLog :
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DEBUGLOG(4, "ZSTDMT_p_overlapSectionLog : %u", value);
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mtctx->overlapRLog = (value >= 9) ? 0 : 9 - value;
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return 0;
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default :
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return ERROR(compressionParameter_unsupported);
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@ -512,10 +514,15 @@ static size_t ZSTDMT_initCStream_internal(ZSTDMT_CCtx* zcs,
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if (zcs->cdict == NULL) return ERROR(memory_allocation);
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} }
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zcs->frameContentSize = pledgedSrcSize;
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zcs->targetDictSize = (zcs->overlapRLog>=9) ? 0 : (size_t)1 << (zcs->params.cParams.windowLog - zcs->overlapRLog);
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DEBUGLOG(4, "overlapRLog : %u ", zcs->overlapRLog);
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DEBUGLOG(3, "overlap Size : %u KB", (U32)(zcs->targetDictSize>>10));
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zcs->targetSectionSize = zcs->sectionSize ? zcs->sectionSize : (size_t)1 << (zcs->params.cParams.windowLog + 2);
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zcs->targetSectionSize = MAX(ZSTDMT_SECTION_SIZE_MIN, zcs->targetSectionSize);
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zcs->targetDictSize = zcs->overlapWrLog < 10 ? (size_t)1 << (zcs->params.cParams.windowLog - zcs->overlapWrLog) : 0;
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zcs->inBuffSize = zcs->targetSectionSize + ((size_t)1 << zcs->params.cParams.windowLog) /* margin */ + zcs->targetDictSize;
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zcs->targetSectionSize = MAX(zcs->targetDictSize, zcs->targetSectionSize);
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DEBUGLOG(3, "Section Size : %u KB", (U32)(zcs->targetSectionSize>>10));
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zcs->marginSize = zcs->targetSectionSize >> 2;
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zcs->inBuffSize = zcs->targetDictSize + zcs->targetSectionSize + zcs->marginSize;
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zcs->inBuff.buffer = ZSTDMT_getBuffer(zcs->buffPool, zcs->inBuffSize);
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if (zcs->inBuff.buffer.start == NULL) return ERROR(memory_allocation);
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zcs->inBuff.filled = 0;
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@ -680,6 +687,7 @@ static size_t ZSTDMT_flushNextJob(ZSTDMT_CCtx* zcs, ZSTD_outBuffer* output, unsi
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size_t ZSTDMT_compressStream(ZSTDMT_CCtx* zcs, ZSTD_outBuffer* output, ZSTD_inBuffer* input)
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{
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size_t const newJobThreshold = zcs->dictSize + zcs->targetSectionSize + zcs->marginSize;
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if (zcs->frameEnded) return ERROR(stage_wrong); /* current frame being ended. Only flush is allowed. Restart with init */
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if (zcs->nbThreads==1) return ZSTD_compressStream(zcs->cstream, output, input);
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@ -690,7 +698,7 @@ size_t ZSTDMT_compressStream(ZSTDMT_CCtx* zcs, ZSTD_outBuffer* output, ZSTD_inBu
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zcs->inBuff.filled += toLoad;
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}
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if ( (zcs->inBuff.filled == zcs->inBuffSize) /* filled enough : let's compress */
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if ( (zcs->inBuff.filled >= newJobThreshold) /* filled enough : let's compress */
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&& (zcs->nextJobID <= zcs->doneJobID + zcs->jobIDMask) ) { /* avoid overwriting job round buffer */
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CHECK_F( ZSTDMT_createCompressionJob(zcs, zcs->targetSectionSize, 0) );
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}
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@ -60,7 +60,7 @@ ZSTDLIB_API size_t ZSTDMT_initCStream_advanced(ZSTDMT_CCtx* mtctx, const void* d
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* List of parameters that can be set using ZSTDMT_setMTCtxParameter() */
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typedef enum {
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ZSTDMT_p_sectionSize, /* size of input "section". Each section is compressed in parallel. 0 means default, which is dynamically determined within compression functions */
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ZSTDMT_p_overlapSectionRLog /* reverse log of overlapped section; 0 == use a complete window, 3(default) == use 1/8th of window, values >=10 means no overlap */
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ZSTDMT_p_overlapSectionLog /* Log of overlapped section; 0 == no overlap, 6(default) == use 1/8th of window, >=9 == use full window */
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} ZSDTMT_parameter;
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/* ZSTDMT_setMTCtxParameter() :
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@ -78,14 +78,14 @@
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* Macros
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***************************************/
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#define DISPLAY(...) fprintf(stderr, __VA_ARGS__)
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#define DISPLAYLEVEL(l, ...) if (g_displayLevel>=l) { DISPLAY(__VA_ARGS__); }
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#define DISPLAYLEVEL(l, ...) { if (g_displayLevel>=l) { DISPLAY(__VA_ARGS__); } }
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static U32 g_displayLevel = 2; /* 0 : no display; 1: errors; 2 : + result + interaction + warnings; 3 : + progression; 4 : + information */
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void FIO_setNotificationLevel(unsigned level) { g_displayLevel=level; }
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#define DISPLAYUPDATE(l, ...) if (g_displayLevel>=l) { \
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#define DISPLAYUPDATE(l, ...) { if (g_displayLevel>=l) { \
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if ((clock() - g_time > refreshRate) || (g_displayLevel>=4)) \
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{ g_time = clock(); DISPLAY(__VA_ARGS__); \
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if (g_displayLevel>=4) fflush(stdout); } }
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if (g_displayLevel>=4) fflush(stdout); } } }
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static const clock_t refreshRate = CLOCKS_PER_SEC * 15 / 100;
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static clock_t g_time = 0;
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@ -124,6 +124,13 @@ void FIO_setBlockSize(unsigned blockSize) {
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#endif
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g_blockSize = blockSize;
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}
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#define FIO_OVERLAP_LOG_NOTSET 9999
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static U32 g_overlapLog = FIO_OVERLAP_LOG_NOTSET;
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void FIO_setOverlapLog(unsigned overlapLog){
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if (overlapLog && g_nbThreads==1)
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DISPLAYLEVEL(2, "Setting overlapLog is useless in single-thread mode \n");
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g_overlapLog = overlapLog;
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}
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/*-*************************************
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@ -272,8 +279,10 @@ static cRess_t FIO_createCResources(const char* dictFileName, int cLevel,
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#ifdef ZSTD_MULTITHREAD
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ress.cctx = ZSTDMT_createCCtx(g_nbThreads);
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if (ress.cctx == NULL) EXM_THROW(30, "zstd: allocation error : can't create ZSTD_CStream");
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if (cLevel==ZSTD_maxCLevel())
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ZSTDMT_setMTCtxParameter(ress.cctx, ZSTDMT_p_overlapSectionRLog, 0); /* use complete window for overlap */
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if ((cLevel==ZSTD_maxCLevel()) && (g_overlapLog==FIO_OVERLAP_LOG_NOTSET))
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ZSTDMT_setMTCtxParameter(ress.cctx, ZSTDMT_p_overlapSectionLog, 9); /* use complete window for overlap */
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if (g_overlapLog != FIO_OVERLAP_LOG_NOTSET)
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ZSTDMT_setMTCtxParameter(ress.cctx, ZSTDMT_p_overlapSectionLog, g_overlapLog);
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#else
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ress.cctx = ZSTD_createCStream();
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if (ress.cctx == NULL) EXM_THROW(30, "zstd: allocation error : can't create ZSTD_CStream");
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@ -355,7 +364,6 @@ static int FIO_compressFilename_internal(cRess_t ress,
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size_t const inSize = fread(ress.srcBuffer, (size_t)1, ress.srcBufferSize, srcFile);
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if (inSize==0) break;
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readsize += inSize;
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DISPLAYUPDATE(2, "\rRead : %u MB ", (U32)(readsize>>20));
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{ ZSTD_inBuffer inBuff = { ress.srcBuffer, inSize, 0 };
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while (inBuff.pos != inBuff.size) { /* note : is there any possibility of endless loop ? for example, if outBuff is not large enough ? */
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@ -373,7 +381,13 @@ static int FIO_compressFilename_internal(cRess_t ress,
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if (sizeCheck!=outBuff.pos) EXM_THROW(25, "Write error : cannot write compressed block into %s", dstFileName);
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compressedfilesize += outBuff.pos;
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} } }
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DISPLAYUPDATE(2, "\rRead : %u MB ==> %.2f%% ", (U32)(readsize>>20), (double)compressedfilesize/readsize*100);
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#ifdef ZSTD_MULTITHREAD
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if (!fileSize) DISPLAYUPDATE(2, "\rRead : %u MB", (U32)(readsize>>20))
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else DISPLAYUPDATE(2, "\rRead : %u / %u MB", (U32)(readsize>>20), (U32)(fileSize>>20));
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#else
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if (!fileSize) DISPLAYUPDATE(2, "\rRead : %u MB ==> %.2f%%", (U32)(readsize>>20), (double)compressedfilesize/readsize*100)
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else DISPLAYUPDATE(2, "\rRead : %u / %u MB ==> %.2f%%", (U32)(readsize>>20), (U32)(fileSize>>20), (double)compressedfilesize/readsize*100);
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#endif
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}
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/* End of Frame */
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@ -43,6 +43,7 @@ void FIO_setRemoveSrcFile(unsigned flag);
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void FIO_setMemLimit(unsigned memLimit);
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void FIO_setNbThreads(unsigned nbThreads);
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void FIO_setBlockSize(unsigned blockSize);
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void FIO_setOverlapLog(unsigned overlapLog);
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/*-*************************************
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@ -63,6 +63,8 @@ static const char* g_defaultDictName = "dictionary";
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static const unsigned g_defaultMaxDictSize = 110 KB;
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static const int g_defaultDictCLevel = 3;
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static const unsigned g_defaultSelectivityLevel = 9;
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#define OVERLAP_LOG_DEFAULT 9999
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static U32 g_overlapLog = OVERLAP_LOG_DEFAULT;
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/*-************************************
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@ -186,7 +188,7 @@ static unsigned readU32FromChar(const char** stringPtr)
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}
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/** longCommandWArg() :
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* check is *stringPtr is the same as longCommand.
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* check if *stringPtr is the same as longCommand.
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* If yes, @return 1 and advances *stringPtr to the position which immediately follows longCommand.
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* @return 0 and doesn't modify *stringPtr otherwise.
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*/
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@ -220,6 +222,8 @@ static unsigned parseCoverParameters(const char* stringPtr, COVER_params_t *para
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return 1;
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}
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#endif
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/** parseCompressionParameters() :
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* reads compression parameters from *stringPtr (e.g. "--zstd=wlog=23,clog=23,hlog=22,slog=6,slen=3,tlen=48,strat=6") into *params
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* @return 1 means that compression parameters were correct
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@ -235,6 +239,7 @@ static unsigned parseCompressionParameters(const char* stringPtr, ZSTD_compressi
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if (longCommandWArg(&stringPtr, "searchLength=") || longCommandWArg(&stringPtr, "slen=")) { params->searchLength = readU32FromChar(&stringPtr); if (stringPtr[0]==',') { stringPtr++; continue; } else break; }
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if (longCommandWArg(&stringPtr, "targetLength=") || longCommandWArg(&stringPtr, "tlen=")) { params->targetLength = readU32FromChar(&stringPtr); if (stringPtr[0]==',') { stringPtr++; continue; } else break; }
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if (longCommandWArg(&stringPtr, "strategy=") || longCommandWArg(&stringPtr, "strat=")) { params->strategy = (ZSTD_strategy)(1 + readU32FromChar(&stringPtr)); if (stringPtr[0]==',') { stringPtr++; continue; } else break; }
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if (longCommandWArg(&stringPtr, "overlapLog=") || longCommandWArg(&stringPtr, "ovlog=")) { g_overlapLog = readU32FromChar(&stringPtr); if (stringPtr[0]==',') { stringPtr++; continue; } else break; }
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return 0;
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}
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@ -370,6 +375,7 @@ int main(int argCount, const char* argv[])
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if (longCommandWArg(&argument, "--memlimit=")) { memLimit = readU32FromChar(&argument); continue; }
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if (longCommandWArg(&argument, "--memory=")) { memLimit = readU32FromChar(&argument); continue; }
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if (longCommandWArg(&argument, "--memlimit-decompress=")) { memLimit = readU32FromChar(&argument); continue; }
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if (longCommandWArg(&argument, "--block-size=")) { blockSize = readU32FromChar(&argument); continue; }
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if (longCommandWArg(&argument, "--zstd=")) { if (!parseCompressionParameters(argument, &compressionParams)) CLEAN_RETURN(badusage(programName)); continue; }
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/* fall-through, will trigger bad_usage() later on */
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}
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@ -570,6 +576,7 @@ int main(int argCount, const char* argv[])
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BMK_setNbSeconds(bench_nbSeconds);
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BMK_benchFiles(filenameTable, filenameIdx, dictFileName, cLevel, cLevelLast, &compressionParams);
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#endif
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(void)bench_nbSeconds;
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goto _end;
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}
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@ -629,6 +636,7 @@ int main(int argCount, const char* argv[])
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#ifndef ZSTD_NOCOMPRESS
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FIO_setNbThreads(nbThreads);
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FIO_setBlockSize((U32)blockSize);
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if (g_overlapLog!=OVERLAP_LOG_DEFAULT) FIO_setOverlapLog(g_overlapLog);
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if ((filenameIdx==1) && outFileName)
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operationResult = FIO_compressFilename(outFileName, filenameTable[0], dictFileName, cLevel, &compressionParams);
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else
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@ -837,9 +837,11 @@ static int fuzzerTests_MT(U32 seed, U32 nbTests, unsigned startTest, double comp
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DISPLAYLEVEL(5, "Init with windowLog = %u \n", params.cParams.windowLog);
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params.fParams.checksumFlag = FUZ_rand(&lseed) & 1;
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params.fParams.noDictIDFlag = FUZ_rand(&lseed) & 1;
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{ size_t const initError = ZSTDMT_initCStream_advanced(zc, dict, dictSize, params, pledgedSrcSize);
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CHECK (ZSTD_isError(initError),"ZSTDMT_initCStream_advanced error : %s", ZSTD_getErrorName(initError));
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} } }
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{ size_t const initError = ZSTDMT_initCStream_advanced(zc, dict, dictSize, params, pledgedSrcSize);
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CHECK (ZSTD_isError(initError),"ZSTDMT_initCStream_advanced error : %s", ZSTD_getErrorName(initError)); }
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ZSTDMT_setMTCtxParameter(zc, ZSTDMT_p_overlapSectionLog, FUZ_rand(&lseed) % 12);
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ZSTDMT_setMTCtxParameter(zc, ZSTDMT_p_sectionSize, FUZ_rand(&lseed) % (2*maxTestSize+1));
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} }
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/* multi-segments compression test */
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XXH64_reset(&xxhState, 0);
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