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 /* | 
 
 
 
 
 
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  * Copyright (c) Yann Collet, Facebook, Inc. | 
 
 
 
 
 
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  * All rights reserved. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * This source code is licensed under both the BSD-style license (found in the | 
 
 
 
 
 
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  * LICENSE file in the root directory of this source tree) and the GPLv2 (found | 
 
 
 
 
 
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  * in the COPYING file in the root directory of this source tree). | 
 
 
 
 
 
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  * You may select, at your option, one of the above-listed licenses. | 
 
 
 
 
 
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  */ | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 #ifndef DICTBUILDER_H_001 | 
 
 
 
 
 
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 #define DICTBUILDER_H_001 | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 #if defined (__cplusplus) | 
 
 
 
 
 
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 extern "C" { | 
 
 
 
 
 
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 #endif | 
 
 
 
 
 
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  | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /*======  Dependencies  ======*/ | 
 
 
 
 
 
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 #include <stddef.h>  /* size_t */ | 
 
 
 
 
 
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  | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /* =====   ZDICTLIB_API : control library symbols visibility   ===== */ | 
 
 
 
 
 
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 #ifndef ZDICTLIB_VISIBILITY | 
 
 
 
 
 
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 #  if defined(__GNUC__) && (__GNUC__ >= 4) | 
 
 
 
 
 
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 #    define ZDICTLIB_VISIBILITY __attribute__ ((visibility ("default"))) | 
 
 
 
 
 
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 #  else | 
 
 
 
 
 
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 #    define ZDICTLIB_VISIBILITY | 
 
 
 
 
 
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 #  endif | 
 
 
 
 
 
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 #endif | 
 
 
 
 
 
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 #if defined(ZSTD_DLL_EXPORT) && (ZSTD_DLL_EXPORT==1) | 
 
 
 
 
 
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 #  define ZDICTLIB_API __declspec(dllexport) ZDICTLIB_VISIBILITY | 
 
 
 
 
 
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 #elif defined(ZSTD_DLL_IMPORT) && (ZSTD_DLL_IMPORT==1) | 
 
 
 
 
 
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 #  define ZDICTLIB_API __declspec(dllimport) ZDICTLIB_VISIBILITY /* It isn't required but allows to generate better code, saving a function pointer load from the IAT and an indirect jump.*/ | 
 
 
 
 
 
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 #else | 
 
 
 
 
 
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 #  define ZDICTLIB_API ZDICTLIB_VISIBILITY | 
 
 
 
 
 
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 #endif | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /******************************************************************************* | 
 
 
 
 
 
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  * Zstd dictionary builder | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * FAQ | 
 
 
 
 
 
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  * === | 
 
 
 
 
 
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  * Why should I use a dictionary? | 
 
 
 
 
 
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  * ------------------------------ | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Zstd can use dictionaries to improve compression ratio of small data. | 
 
 
 
 
 
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  * Traditionally small files don't compress well because there is very little | 
 
 
 
 
 
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  * repetion in a single sample, since it is small. But, if you are compressing | 
 
 
 
 
 
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  * many similar files, like a bunch of JSON records that share the same | 
 
 
 
 
 
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  * structure, you can train a dictionary on ahead of time on some samples of | 
 
 
 
 
 
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  * these files. Then, zstd can use the dictionary to find repetitions that are | 
 
 
 
 
 
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  * present across samples. This can vastly improve compression ratio. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * When is a dictionary useful? | 
 
 
 
 
 
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  * ---------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Dictionaries are useful when compressing many small files that are similar. | 
 
 
 
 
 
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  * The larger a file is, the less benefit a dictionary will have. Generally, | 
 
 
 
 
 
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  * we don't expect dictionary compression to be effective past 100KB. And the | 
 
 
 
 
 
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  * smaller a file is, the more we would expect the dictionary to help. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * How do I use a dictionary? | 
 
 
 
 
 
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  * -------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Simply pass the dictionary to the zstd compressor with | 
 
 
 
 
 
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  * `ZSTD_CCtx_loadDictionary()`. The same dictionary must then be passed to | 
 
 
 
 
 
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  * the decompressor, using `ZSTD_DCtx_loadDictionary()`. There are other | 
 
 
 
 
 
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  * more advanced functions that allow selecting some options, see zstd.h for | 
 
 
 
 
 
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  * complete documentation. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * What is a zstd dictionary? | 
 
 
 
 
 
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  * -------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * A zstd dictionary has two pieces: Its header, and its content. The header | 
 
 
 
 
 
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  * contains a magic number, the dictionary ID, and entropy tables. These | 
 
 
 
 
 
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  * entropy tables allow zstd to save on header costs in the compressed file, | 
 
 
 
 
 
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  * which really matters for small data. The content is just bytes, which are | 
 
 
 
 
 
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  * repeated content that is common across many samples. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * What is a raw content dictionary? | 
 
 
 
 
 
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  * --------------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * A raw content dictionary is just bytes. It doesn't have a zstd dictionary | 
 
 
 
 
 
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  * header, a dictionary ID, or entropy tables. Any buffer is a valid raw | 
 
 
 
 
 
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  * content dictionary. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * How do I train a dictionary? | 
 
 
 
 
 
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  * ---------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Gather samples from your use case. These samples should be similar to each | 
 
 
 
 
 
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  * other. If you have several use cases, you could try to train one dictionary | 
 
 
 
 
 
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  * per use case. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Pass those samples to `ZDICT_trainFromBuffer()` and that will train your | 
 
 
 
 
 
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  * dictionary. There are a few advanced versions of this function, but this | 
 
 
 
 
 
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  * is a great starting point. If you want to further tune your dictionary | 
 
 
 
 
 
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  * you could try `ZDICT_optimizeTrainFromBuffer_cover()`. If that is too slow | 
 
 
 
 
 
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  * you can try `ZDICT_optimizeTrainFromBuffer_fastCover()`. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * If the dictionary training function fails, that is likely because you | 
 
 
 
 
 
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  * either passed too few samples, or a dictionary would not be effective | 
 
 
 
 
 
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  * for your data. Look at the messages that the dictionary trainer printed, | 
 
 
 
 
 
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  * if it doesn't say too few samples, then a dictionary would not be effective. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * How large should my dictionary be? | 
 
 
 
 
 
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  * ---------------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * A reasonable dictionary size, the `dictBufferCapacity`, is about 100KB. | 
 
 
 
 
 
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  * The zstd CLI defaults to a 110KB dictionary. You likely don't need a | 
 
 
 
 
 
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  * dictionary larger than that. But, most use cases can get away with a | 
 
 
 
 
 
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  * smaller dictionary. The advanced dictionary builders can automatically | 
 
 
 
 
 
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  * shrink the dictionary for you, and select a the smallest size that | 
 
 
 
 
 
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  * doesn't hurt compression ratio too much. See the `shrinkDict` parameter. | 
 
 
 
 
 
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  * A smaller dictionary can save memory, and potentially speed up | 
 
 
 
 
 
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  * compression. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * How many samples should I provide to the dictionary builder? | 
 
 
 
 
 
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  * ------------------------------------------------------------ | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * We generally recommend passing ~100x the size of the dictionary | 
 
 
 
 
 
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  * in samples. A few thousand should suffice. Having too few samples | 
 
 
 
 
 
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  * can hurt the dictionaries effectiveness. Having more samples will | 
 
 
 
 
 
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  * only improve the dictionaries effectiveness. But having too many | 
 
 
 
 
 
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  * samples can slow down the dictionary builder. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * How do I determine if a dictionary will be effective? | 
 
 
 
 
 
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  * ----------------------------------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Simply train a dictionary and try it out. You can use zstd's built in | 
 
 
 
 
 
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  * benchmarking tool to test the dictionary effectiveness. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  *   # Benchmark levels 1-3 without a dictionary | 
 
 
 
 
 
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  *   zstd -b1e3 -r /path/to/my/files | 
 
 
 
 
 
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  *   # Benchmark levels 1-3 with a dictioanry | 
 
 
 
 
 
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  *   zstd -b1e3 -r /path/to/my/files -D /path/to/my/dictionary | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * When should I retrain a dictionary? | 
 
 
 
 
 
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  * ----------------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * You should retrain a dictionary when its effectiveness drops. Dictionary | 
 
 
 
 
 
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  * effectiveness drops as the data you are compressing changes. Generally, we do | 
 
 
 
 
 
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  * expect dictionaries to "decay" over time, as your data changes, but the rate | 
 
 
 
 
 
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  * at which they decay depends on your use case. Internally, we regularly | 
 
 
 
 
 
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  * retrain dictionaries, and if the new dictionary performs significantly | 
 
 
 
 
 
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  * better than the old dictionary, we will ship the new dictionary. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * I have a raw content dictionary, how do I turn it into a zstd dictionary? | 
 
 
 
 
 
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  * ------------------------------------------------------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * If you have a raw content dictionary, e.g. by manually constructing it, or | 
 
 
 
 
 
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  * using a third-party dictionary builder, you can turn it into a zstd | 
 
 
 
 
 
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  * dictionary by using `ZDICT_finalizeDictionary()`. You'll also have to | 
 
 
 
 
 
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  * provide some samples of the data. It will add the zstd header to the | 
 
 
 
 
 
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  * raw content, which contains a dictionary ID and entropy tables, which | 
 
 
 
 
 
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  * will improve compression ratio, and allow zstd to write the dictionary ID | 
 
 
 
 
 
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  * into the frame, if you so choose. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Do I have to use zstd's dictionary builder? | 
 
 
 
 
 
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  * ------------------------------------------- | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * No! You can construct dictionary content however you please, it is just | 
 
 
 
 
 
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  * bytes. It will always be valid as a raw content dictionary. If you want | 
 
 
 
 
 
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  * a zstd dictionary, which can improve compression ratio, use | 
 
 
 
 
 
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  * `ZDICT_finalizeDictionary()`. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * What is the attack surface of a zstd dictionary? | 
 
 
 
 
 
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  * ------------------------------------------------ | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Zstd is heavily fuzz tested, including loading fuzzed dictionaries, so | 
 
 
 
 
 
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  * zstd should never crash, or access out-of-bounds memory no matter what | 
 
 
 
 
 
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  * the dictionary is. However, if an attacker can control the dictionary | 
 
 
 
 
 
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  * during decompression, they can cause zstd to generate arbitrary bytes, | 
 
 
 
 
 
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  * just like if they controlled the compressed data. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  ******************************************************************************/ | 
 
 
 
 
 
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  | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /*! ZDICT_trainFromBuffer(): | 
 
 
 
 
 
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  *  Train a dictionary from an array of samples. | 
 
 
 
 
 
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  *  Redirect towards ZDICT_optimizeTrainFromBuffer_fastCover() single-threaded, with d=8, steps=4, | 
 
 
 
 
 
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  *  f=20, and accel=1. | 
 
 
 
 
 
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  *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`, | 
 
 
 
 
 
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  *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order. | 
 
 
 
 
 
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  *  The resulting dictionary will be saved into `dictBuffer`. | 
 
 
 
 
 
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  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 
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  *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 
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  *  Note:  Dictionary training will fail if there are not enough samples to construct a | 
 
 
 
 
 
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  *         dictionary, or if most of the samples are too small (< 8 bytes being the lower limit). | 
 
 
 
 
 
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  *         If dictionary training fails, you should use zstd without a dictionary, as the dictionary | 
 
 
 
 
 
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  *         would've been ineffective anyways. If you believe your samples would benefit from a dictionary | 
 
 
 
 
 
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  *         please open an issue with details, and we can look into it. | 
 
 
 
 
 
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  *  Note: ZDICT_trainFromBuffer()'s memory usage is about 6 MB. | 
 
 
 
 
 
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  *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB. | 
 
 
 
 
 
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  *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`. | 
 
 
 
 
 
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  *        In general, it's recommended to provide a few thousands samples, though this can vary a lot. | 
 
 
 
 
 
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  *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary. | 
 
 
 
 
 
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  */ | 
 
 
 
 
 
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 ZDICTLIB_API size_t ZDICT_trainFromBuffer(void* dictBuffer, size_t dictBufferCapacity, | 
 
 
 
 
 
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                                     const void* samplesBuffer, | 
 
 
 
 
 
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                                     const size_t* samplesSizes, unsigned nbSamples); | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 typedef struct { | 
 
 
 
 
 
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     int      compressionLevel;   /*< optimize for a specific zstd compression level; 0 means default */ | 
 
 
 
 
 
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     unsigned notificationLevel;  /*< Write log to stderr; 0 = none (default); 1 = errors; 2 = progression; 3 = details; 4 = debug; */ | 
 
 
 
 
 
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     unsigned dictID;             /*< force dictID value; 0 means auto mode (32-bits random value) | 
 
 
 
 
 
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                                   *   NOTE: The zstd format reserves some dictionary IDs for future use. | 
 
 
 
 
 
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                                   *         You may use them in private settings, but be warned that they | 
 
 
 
 
 
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                                   *         may be used by zstd in a public dictionary registry in the future. | 
 
 
 
 
 
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                                   *         These dictionary IDs are: | 
 
 
 
 
 
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                                   *           - low range  : <= 32767 | 
 
 
 
 
 
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                                   *           - high range : >= (2^31) | 
 
 
 
 
 
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                                   */ | 
 
 
 
 
 
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 } ZDICT_params_t; | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /*! ZDICT_finalizeDictionary(): | 
 
 
 
 
 
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  * Given a custom content as a basis for dictionary, and a set of samples, | 
 
 
 
 
 
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  * finalize dictionary by adding headers and statistics according to the zstd | 
 
 
 
 
 
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  * dictionary format. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * Samples must be stored concatenated in a flat buffer `samplesBuffer`, | 
 
 
 
 
 
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  * supplied with an array of sizes `samplesSizes`, providing the size of each | 
 
 
 
 
 
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  * sample in order. The samples are used to construct the statistics, so they | 
 
 
 
 
 
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  * should be representative of what you will compress with this dictionary. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * The compression level can be set in `parameters`. You should pass the | 
 
 
 
 
 
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  * compression level you expect to use in production. The statistics for each | 
 
 
 
 
 
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  * compression level differ, so tuning the dictionary for the compression level | 
 
 
 
 
 
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  * can help quite a bit. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * You can set an explicit dictionary ID in `parameters`, or allow us to pick | 
 
 
 
 
 
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  * a random dictionary ID for you, but we can't guarantee no collisions. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * The dstDictBuffer and the dictContent may overlap, and the content will be | 
 
 
 
 
 
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  * appended to the end of the header. If the header + the content doesn't fit in | 
 
 
 
 
 
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  * maxDictSize the beginning of the content is truncated to make room, since it | 
 
 
 
 
 
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  * is presumed that the most profitable content is at the end of the dictionary, | 
 
 
 
 
 
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  * since that is the cheapest to reference. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * `dictContentSize` must be >= ZDICT_CONTENTSIZE_MIN bytes. | 
 
 
 
 
 
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  * `maxDictSize` must be >= max(dictContentSize, ZSTD_DICTSIZE_MIN). | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * @return: size of dictionary stored into `dstDictBuffer` (<= `maxDictSize`), | 
 
 
 
 
 
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  *          or an error code, which can be tested by ZDICT_isError(). | 
 
 
 
 
 
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  * Note: ZDICT_finalizeDictionary() will push notifications into stderr if | 
 
 
 
 
 
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  *       instructed to, using notificationLevel>0. | 
 
 
 
 
 
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  * NOTE: This function currently may fail in several edge cases including: | 
 
 
 
 
 
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  *         * Not enough samples | 
 
 
 
 
 
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  *         * Samples are uncompressible | 
 
 
 
 
 
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  *         * Samples are all exactly the same | 
 
 
 
 
 
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  */ | 
 
 
 
 
 
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 ZDICTLIB_API size_t ZDICT_finalizeDictionary(void* dstDictBuffer, size_t maxDictSize, | 
 
 
 
 
 
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                                 const void* dictContent, size_t dictContentSize, | 
 
 
 
 
 
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                                 const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples, | 
 
 
 
 
 
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                                 ZDICT_params_t parameters); | 
 
 
 
 
 
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  | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /*======   Helper functions   ======*/ | 
 
 
 
 
 
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 ZDICTLIB_API unsigned ZDICT_getDictID(const void* dictBuffer, size_t dictSize);  /**< extracts dictID; @return zero if error (not a valid dictionary) */ | 
 
 
 
 
 
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 ZDICTLIB_API size_t ZDICT_getDictHeaderSize(const void* dictBuffer, size_t dictSize);  /* returns dict header size; returns a ZSTD error code on failure */ | 
 
 
 
 
 
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 ZDICTLIB_API unsigned ZDICT_isError(size_t errorCode); | 
 
 
 
 
 
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 ZDICTLIB_API const char* ZDICT_getErrorName(size_t errorCode); | 
 
 
 
 
 
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  | 
 
 
 
 
 
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  | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 #ifdef ZDICT_STATIC_LINKING_ONLY | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /* ==================================================================================== | 
 
 
 
 
 
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  * The definitions in this section are considered experimental. | 
 
 
 
 
 
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  * They should never be used with a dynamic library, as they may change in the future. | 
 
 
 
 
 
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  * They are provided for advanced usages. | 
 
 
 
 
 
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  * Use them only in association with static linking. | 
 
 
 
 
 
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  * ==================================================================================== */ | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 #define ZDICT_CONTENTSIZE_MIN 128 | 
 
 
 
 
 
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 #define ZDICT_DICTSIZE_MIN    256 | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /*! ZDICT_cover_params_t: | 
 
 
 
 
 
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  *  k and d are the only required parameters. | 
 
 
 
 
 
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  *  For others, value 0 means default. | 
 
 
 
 
 
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  */ | 
 
 
 
 
 
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 typedef struct { | 
 
 
 
 
 
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     unsigned k;                  /* Segment size : constraint: 0 < k : Reasonable range [16, 2048+] */ | 
 
 
 
 
 
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     unsigned d;                  /* dmer size : constraint: 0 < d <= k : Reasonable range [6, 16] */ | 
 
 
 
 
 
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     unsigned steps;              /* Number of steps : Only used for optimization : 0 means default (40) : Higher means more parameters checked */ | 
 
 
 
 
 
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     unsigned nbThreads;          /* Number of threads : constraint: 0 < nbThreads : 1 means single-threaded : Only used for optimization : Ignored if ZSTD_MULTITHREAD is not defined */ | 
 
 
 
 
 
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     double splitPoint;           /* Percentage of samples used for training: Only used for optimization : the first nbSamples * splitPoint samples will be used to training, the last nbSamples * (1 - splitPoint) samples will be used for testing, 0 means default (1.0), 1.0 when all samples are used for both training and testing */ | 
 
 
 
 
 
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     unsigned shrinkDict;         /* Train dictionaries to shrink in size starting from the minimum size and selects the smallest dictionary that is shrinkDictMaxRegression% worse than the largest dictionary. 0 means no shrinking and 1 means shrinking  */ | 
 
 
 
 
 
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     unsigned shrinkDictMaxRegression; /* Sets shrinkDictMaxRegression so that a smaller dictionary can be at worse shrinkDictMaxRegression% worse than the max dict size dictionary. */ | 
 
 
 
 
 
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     ZDICT_params_t zParams; | 
 
 
 
 
 
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 } ZDICT_cover_params_t; | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 typedef struct { | 
 
 
 
 
 
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     unsigned k;                  /* Segment size : constraint: 0 < k : Reasonable range [16, 2048+] */ | 
 
 
 
 
 
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     unsigned d;                  /* dmer size : constraint: 0 < d <= k : Reasonable range [6, 16] */ | 
 
 
 
 
 
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     unsigned f;                  /* log of size of frequency array : constraint: 0 < f <= 31 : 1 means default(20)*/ | 
 
 
 
 
 
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     unsigned steps;              /* Number of steps : Only used for optimization : 0 means default (40) : Higher means more parameters checked */ | 
 
 
 
 
 
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     unsigned nbThreads;          /* Number of threads : constraint: 0 < nbThreads : 1 means single-threaded : Only used for optimization : Ignored if ZSTD_MULTITHREAD is not defined */ | 
 
 
 
 
 
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     double splitPoint;           /* Percentage of samples used for training: Only used for optimization : the first nbSamples * splitPoint samples will be used to training, the last nbSamples * (1 - splitPoint) samples will be used for testing, 0 means default (0.75), 1.0 when all samples are used for both training and testing */ | 
 
 
 
 
 
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     unsigned accel;              /* Acceleration level: constraint: 0 < accel <= 10, higher means faster and less accurate, 0 means default(1) */ | 
 
 
 
 
 
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     unsigned shrinkDict;         /* Train dictionaries to shrink in size starting from the minimum size and selects the smallest dictionary that is shrinkDictMaxRegression% worse than the largest dictionary. 0 means no shrinking and 1 means shrinking  */ | 
 
 
 
 
 
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     unsigned shrinkDictMaxRegression; /* Sets shrinkDictMaxRegression so that a smaller dictionary can be at worse shrinkDictMaxRegression% worse than the max dict size dictionary. */ | 
 
 
 
 
 
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  | 
 
 
 
 
 
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     ZDICT_params_t zParams; | 
 
 
 
 
 
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 } ZDICT_fastCover_params_t; | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /*! ZDICT_trainFromBuffer_cover(): | 
 
 
 
 
 
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  *  Train a dictionary from an array of samples using the COVER algorithm. | 
 
 
 
 
 
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  *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`, | 
 
 
 
 
 
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  *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order. | 
 
 
 
 
 
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  *  The resulting dictionary will be saved into `dictBuffer`. | 
 
 
 
 
 
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  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 
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  *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 
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  *          See ZDICT_trainFromBuffer() for details on failure modes. | 
 
 
 
 
 
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  *  Note: ZDICT_trainFromBuffer_cover() requires about 9 bytes of memory for each input byte. | 
 
 
 
 
 
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  *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB. | 
 
 
 
 
 
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  *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`. | 
 
 
 
 
 
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  *        In general, it's recommended to provide a few thousands samples, though this can vary a lot. | 
 
 
 
 
 
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  *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary. | 
 
 
 
 
 
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  */ | 
 
 
 
 
 
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 ZDICTLIB_API size_t ZDICT_trainFromBuffer_cover( | 
 
 
 
 
 
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           void *dictBuffer, size_t dictBufferCapacity, | 
 
 
 
 
 
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     const void *samplesBuffer, const size_t *samplesSizes, unsigned nbSamples, | 
 
 
 
 
 
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           ZDICT_cover_params_t parameters); | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /*! ZDICT_optimizeTrainFromBuffer_cover(): | 
 
 
 
 
 
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  * The same requirements as above hold for all the parameters except `parameters`. | 
 
 
 
 
 
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  * This function tries many parameter combinations and picks the best parameters. | 
 
 
 
 
 
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  * `*parameters` is filled with the best parameters found, | 
 
 
 
 
 
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  * dictionary constructed with those parameters is stored in `dictBuffer`. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * All of the parameters d, k, steps are optional. | 
 
 
 
 
 
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  * If d is non-zero then we don't check multiple values of d, otherwise we check d = {6, 8}. | 
 
 
 
 
 
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  * if steps is zero it defaults to its default value. | 
 
 
 
 
 
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  * If k is non-zero then we don't check multiple values of k, otherwise we check steps values in [50, 2000]. | 
 
 
 
 
 
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  * | 
 
 
 
 
 
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  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 
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  *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 
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  *          On success `*parameters` contains the parameters selected. | 
 
 
 
 
 
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  *          See ZDICT_trainFromBuffer() for details on failure modes. | 
 
 
 
 
 
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  * Note: ZDICT_optimizeTrainFromBuffer_cover() requires about 8 bytes of memory for each input byte and additionally another 5 bytes of memory for each byte of memory for each thread. | 
 
 
 
 
 
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  */ | 
 
 
 
 
 
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 ZDICTLIB_API size_t ZDICT_optimizeTrainFromBuffer_cover( | 
 
 
 
 
 
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           void* dictBuffer, size_t dictBufferCapacity, | 
 
 
 
 
 
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     const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples, | 
 
 
 
 
 
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           ZDICT_cover_params_t* parameters); | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 /*! ZDICT_trainFromBuffer_fastCover(): | 
 
 
 
 
 
 | 349 | 
  *  Train a dictionary from an array of samples using a modified version of COVER algorithm. | 
 
 
 
 
 
 | 350 | 
  *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`, | 
 
 
 
 
 
 | 351 | 
  *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order. | 
 
 
 
 
 
 | 352 | 
  *  d and k are required. | 
 
 
 
 
 
 | 353 | 
  *  All other parameters are optional, will use default values if not provided | 
 
 
 
 
 
 | 354 | 
  *  The resulting dictionary will be saved into `dictBuffer`. | 
 
 
 
 
 
 | 355 | 
  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 
 | 356 | 
  *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 
 | 357 | 
  *          See ZDICT_trainFromBuffer() for details on failure modes. | 
 
 
 
 
 
 | 358 | 
  *  Note: ZDICT_trainFromBuffer_fastCover() requires 6 * 2^f bytes of memory. | 
 
 
 
 
 
 | 359 | 
  *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB. | 
 
 
 
 
 
 | 360 | 
  *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`. | 
 
 
 
 
 
 | 361 | 
  *        In general, it's recommended to provide a few thousands samples, though this can vary a lot. | 
 
 
 
 
 
 | 362 | 
  *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary. | 
 
 
 
 
 
 | 363 | 
  */ | 
 
 
 
 
 
 | 364 | 
 ZDICTLIB_API size_t ZDICT_trainFromBuffer_fastCover(void *dictBuffer, | 
 
 
 
 
 
 | 365 | 
                     size_t dictBufferCapacity, const void *samplesBuffer, | 
 
 
 
 
 
 | 366 | 
                     const size_t *samplesSizes, unsigned nbSamples, | 
 
 
 
 
 
 | 367 | 
                     ZDICT_fastCover_params_t parameters); | 
 
 
 
 
 
 | 368 | 
  | 
 
 
 
 
 
 | 369 | 
 /*! ZDICT_optimizeTrainFromBuffer_fastCover(): | 
 
 
 
 
 
 | 370 | 
  * The same requirements as above hold for all the parameters except `parameters`. | 
 
 
 
 
 
 | 371 | 
  * This function tries many parameter combinations (specifically, k and d combinations) | 
 
 
 
 
 
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  * and picks the best parameters. `*parameters` is filled with the best parameters found, | 
 
 
 
 
 
 | 373 | 
  * dictionary constructed with those parameters is stored in `dictBuffer`. | 
 
 
 
 
 
 | 374 | 
  * All of the parameters d, k, steps, f, and accel are optional. | 
 
 
 
 
 
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  * If d is non-zero then we don't check multiple values of d, otherwise we check d = {6, 8}. | 
 
 
 
 
 
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  * if steps is zero it defaults to its default value. | 
 
 
 
 
 
 | 377 | 
  * If k is non-zero then we don't check multiple values of k, otherwise we check steps values in [50, 2000]. | 
 
 
 
 
 
 | 378 | 
  * If f is zero, default value of 20 is used. | 
 
 
 
 
 
 | 379 | 
  * If accel is zero, default value of 1 is used. | 
 
 
 
 
 
 | 380 | 
  * | 
 
 
 
 
 
 | 381 | 
  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 
 | 382 | 
  *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 
 | 383 | 
  *          On success `*parameters` contains the parameters selected. | 
 
 
 
 
 
 | 384 | 
  *          See ZDICT_trainFromBuffer() for details on failure modes. | 
 
 
 
 
 
 | 385 | 
  * Note: ZDICT_optimizeTrainFromBuffer_fastCover() requires about 6 * 2^f bytes of memory for each thread. | 
 
 
 
 
 
 | 386 | 
  */ | 
 
 
 
 
 
 | 387 | 
 ZDICTLIB_API size_t ZDICT_optimizeTrainFromBuffer_fastCover(void* dictBuffer, | 
 
 
 
 
 
 | 388 | 
                     size_t dictBufferCapacity, const void* samplesBuffer, | 
 
 
 
 
 
 | 389 | 
                     const size_t* samplesSizes, unsigned nbSamples, | 
 
 
 
 
 
 | 390 | 
                     ZDICT_fastCover_params_t* parameters); | 
 
 
 
 
 
 | 391 | 
  | 
 
 
 
 
 
 | 392 | 
 typedef struct { | 
 
 
 
 
 
 | 393 | 
     unsigned selectivityLevel;   /* 0 means default; larger => select more => larger dictionary */ | 
 
 
 
 
 
 | 394 | 
     ZDICT_params_t zParams; | 
 
 
 
 
 
 | 395 | 
 } ZDICT_legacy_params_t; | 
 
 
 
 
 
 | 396 | 
  | 
 
 
 
 
 
 | 397 | 
 /*! ZDICT_trainFromBuffer_legacy(): | 
 
 
 
 
 
 | 398 | 
  *  Train a dictionary from an array of samples. | 
 
 
 
 
 
 | 399 | 
  *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`, | 
 
 
 
 
 
 | 400 | 
  *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order. | 
 
 
 
 
 
 | 401 | 
  *  The resulting dictionary will be saved into `dictBuffer`. | 
 
 
 
 
 
 | 402 | 
  * `parameters` is optional and can be provided with values set to 0 to mean "default". | 
 
 
 
 
 
 | 403 | 
  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 
 | 404 | 
  *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 
 | 405 | 
  *          See ZDICT_trainFromBuffer() for details on failure modes. | 
 
 
 
 
 
 | 406 | 
  *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB. | 
 
 
 
 
 
 | 407 | 
  *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`. | 
 
 
 
 
 
 | 408 | 
  *        In general, it's recommended to provide a few thousands samples, though this can vary a lot. | 
 
 
 
 
 
 | 409 | 
  *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary. | 
 
 
 
 
 
 | 410 | 
  *  Note: ZDICT_trainFromBuffer_legacy() will send notifications into stderr if instructed to, using notificationLevel>0. | 
 
 
 
 
 
 | 411 | 
  */ | 
 
 
 
 
 
 | 412 | 
 ZDICTLIB_API size_t ZDICT_trainFromBuffer_legacy( | 
 
 
 
 
 
 | 413 | 
     void* dictBuffer, size_t dictBufferCapacity, | 
 
 
 
 
 
 | 414 | 
     const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples, | 
 
 
 
 
 
 | 415 | 
     ZDICT_legacy_params_t parameters); | 
 
 
 
 
 
 | 416 | 
  | 
 
 
 
 
 
 | 417 | 
  | 
 
 
 
 
 
 | 418 | 
 /* Deprecation warnings */ | 
 
 
 
 
 
 | 419 | 
 /* It is generally possible to disable deprecation warnings from compiler, | 
 
 
 
 
 
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    for example with -Wno-deprecated-declarations for gcc | 
 
 
 
 
 
 | 421 | 
    or _CRT_SECURE_NO_WARNINGS in Visual. | 
 
 
 
 
 
 | 422 | 
    Otherwise, it's also possible to manually define ZDICT_DISABLE_DEPRECATE_WARNINGS */ | 
 
 
 
 
 
 | 423 | 
 #ifdef ZDICT_DISABLE_DEPRECATE_WARNINGS | 
 
 
 
 
 
 | 424 | 
 #  define ZDICT_DEPRECATED(message) ZDICTLIB_API   /* disable deprecation warnings */ | 
 
 
 
 
 
 | 425 | 
 #else | 
 
 
 
 
 
 | 426 | 
 #  define ZDICT_GCC_VERSION (__GNUC__ * 100 + __GNUC_MINOR__) | 
 
 
 
 
 
 | 427 | 
 #  if defined (__cplusplus) && (__cplusplus >= 201402) /* C++14 or greater */ | 
 
 
 
 
 
 | 428 | 
 #    define ZDICT_DEPRECATED(message) [[deprecated(message)]] ZDICTLIB_API | 
 
 
 
 
 
 | 429 | 
 #  elif defined(__clang__) || (ZDICT_GCC_VERSION >= 405) | 
 
 
 
 
 
 | 430 | 
 #    define ZDICT_DEPRECATED(message) ZDICTLIB_API __attribute__((deprecated(message))) | 
 
 
 
 
 
 | 431 | 
 #  elif (ZDICT_GCC_VERSION >= 301) | 
 
 
 
 
 
 | 432 | 
 #    define ZDICT_DEPRECATED(message) ZDICTLIB_API __attribute__((deprecated)) | 
 
 
 
 
 
 | 433 | 
 #  elif defined(_MSC_VER) | 
 
 
 
 
 
 | 434 | 
 #    define ZDICT_DEPRECATED(message) ZDICTLIB_API __declspec(deprecated(message)) | 
 
 
 
 
 
 | 435 | 
 #  else | 
 
 
 
 
 
 | 436 | 
 #    pragma message("WARNING: You need to implement ZDICT_DEPRECATED for this compiler") | 
 
 
 
 
 
 | 437 | 
 #    define ZDICT_DEPRECATED(message) ZDICTLIB_API | 
 
 
 
 
 
 | 438 | 
 #  endif | 
 
 
 
 
 
 | 439 | 
 #endif /* ZDICT_DISABLE_DEPRECATE_WARNINGS */ | 
 
 
 
 
 
 | 440 | 
  | 
 
 
 
 
 
 | 441 | 
 ZDICT_DEPRECATED("use ZDICT_finalizeDictionary() instead") | 
 
 
 
 
 
 | 442 | 
 size_t ZDICT_addEntropyTablesFromBuffer(void* dictBuffer, size_t dictContentSize, size_t dictBufferCapacity, | 
 
 
 
 
 
 | 443 | 
                                   const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples); | 
 
 
 
 
 
 | 444 | 
  | 
 
 
 
 
 
 | 445 | 
  | 
 
 
 
 
 
 | 446 | 
 #endif   /* ZDICT_STATIC_LINKING_ONLY */ | 
 
 
 
 
 
 | 447 | 
  | 
 
 
 
 
 
 | 448 | 
 #if defined (__cplusplus) | 
 
 
 
 
 
 | 449 | 
 } | 
 
 
 
 
 
 | 450 | 
 #endif | 
 
 
 
 
 
 | 451 | 
  | 
 
 
 
 
 
 | 452 | 
 #endif   /* DICTBUILDER_H_001 */ |