| 1 | /* | 
 
 
 
 
 | 2 | * Copyright (c) Yann Collet, Facebook, Inc. | 
 
 
 
 
 | 3 | * All rights reserved. | 
 
 
 
 
 | 4 | * | 
 
 
 
 
 | 5 | * This source code is licensed under both the BSD-style license (found in the | 
 
 
 
 
 | 6 | * LICENSE file in the root directory of this source tree) and the GPLv2 (found | 
 
 
 
 
 | 7 | * in the COPYING file in the root directory of this source tree). | 
 
 
 
 
 | 8 | * You may select, at your option, one of the above-listed licenses. | 
 
 
 
 
 | 9 | */ | 
 
 
 
 
 | 10 |  | 
 
 
 
 
 | 11 | #ifndef DICTBUILDER_H_001 | 
 
 
 
 
 | 12 | #define DICTBUILDER_H_001 | 
 
 
 
 
 | 13 |  | 
 
 
 
 
 | 14 | #if defined (__cplusplus) | 
 
 
 
 
 | 15 | extern "C" { | 
 
 
 
 
 | 16 | #endif | 
 
 
 
 
 | 17 |  | 
 
 
 
 
 | 18 |  | 
 
 
 
 
 | 19 | /*======  Dependencies  ======*/ | 
 
 
 
 
 | 20 | #include <stddef.h>  /* size_t */ | 
 
 
 
 
 | 21 |  | 
 
 
 
 
 | 22 |  | 
 
 
 
 
 | 23 | /* =====   ZDICTLIB_API : control library symbols visibility   ===== */ | 
 
 
 
 
 | 24 | #ifndef ZDICTLIB_VISIBILITY | 
 
 
 
 
 | 25 | #  if defined(__GNUC__) && (__GNUC__ >= 4) | 
 
 
 
 
 | 26 | #    define ZDICTLIB_VISIBILITY __attribute__ ((visibility ("default"))) | 
 
 
 
 
 | 27 | #  else | 
 
 
 
 
 | 28 | #    define ZDICTLIB_VISIBILITY | 
 
 
 
 
 | 29 | #  endif | 
 
 
 
 
 | 30 | #endif | 
 
 
 
 
 | 31 | #if defined(ZSTD_DLL_EXPORT) && (ZSTD_DLL_EXPORT==1) | 
 
 
 
 
 | 32 | #  define ZDICTLIB_API __declspec(dllexport) ZDICTLIB_VISIBILITY | 
 
 
 
 
 | 33 | #elif defined(ZSTD_DLL_IMPORT) && (ZSTD_DLL_IMPORT==1) | 
 
 
 
 
 | 34 | #  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.*/ | 
 
 
 
 
 | 35 | #else | 
 
 
 
 
 | 36 | #  define ZDICTLIB_API ZDICTLIB_VISIBILITY | 
 
 
 
 
 | 37 | #endif | 
 
 
 
 
 | 38 |  | 
 
 
 
 
 | 39 | /******************************************************************************* | 
 
 
 
 
 | 40 | * Zstd dictionary builder | 
 
 
 
 
 | 41 | * | 
 
 
 
 
 | 42 | * FAQ | 
 
 
 
 
 | 43 | * === | 
 
 
 
 
 | 44 | * Why should I use a dictionary? | 
 
 
 
 
 | 45 | * ------------------------------ | 
 
 
 
 
 | 46 | * | 
 
 
 
 
 | 47 | * Zstd can use dictionaries to improve compression ratio of small data. | 
 
 
 
 
 | 48 | * Traditionally small files don't compress well because there is very little | 
 
 
 
 
 | 49 | * repetion in a single sample, since it is small. But, if you are compressing | 
 
 
 
 
 | 50 | * many similar files, like a bunch of JSON records that share the same | 
 
 
 
 
 | 51 | * structure, you can train a dictionary on ahead of time on some samples of | 
 
 
 
 
 | 52 | * these files. Then, zstd can use the dictionary to find repetitions that are | 
 
 
 
 
 | 53 | * present across samples. This can vastly improve compression ratio. | 
 
 
 
 
 | 54 | * | 
 
 
 
 
 | 55 | * When is a dictionary useful? | 
 
 
 
 
 | 56 | * ---------------------------- | 
 
 
 
 
 | 57 | * | 
 
 
 
 
 | 58 | * Dictionaries are useful when compressing many small files that are similar. | 
 
 
 
 
 | 59 | * The larger a file is, the less benefit a dictionary will have. Generally, | 
 
 
 
 
 | 60 | * we don't expect dictionary compression to be effective past 100KB. And the | 
 
 
 
 
 | 61 | * smaller a file is, the more we would expect the dictionary to help. | 
 
 
 
 
 | 62 | * | 
 
 
 
 
 | 63 | * How do I use a dictionary? | 
 
 
 
 
 | 64 | * -------------------------- | 
 
 
 
 
 | 65 | * | 
 
 
 
 
 | 66 | * Simply pass the dictionary to the zstd compressor with | 
 
 
 
 
 | 67 | * `ZSTD_CCtx_loadDictionary()`. The same dictionary must then be passed to | 
 
 
 
 
 | 68 | * the decompressor, using `ZSTD_DCtx_loadDictionary()`. There are other | 
 
 
 
 
 | 69 | * more advanced functions that allow selecting some options, see zstd.h for | 
 
 
 
 
 | 70 | * complete documentation. | 
 
 
 
 
 | 71 | * | 
 
 
 
 
 | 72 | * What is a zstd dictionary? | 
 
 
 
 
 | 73 | * -------------------------- | 
 
 
 
 
 | 74 | * | 
 
 
 
 
 | 75 | * A zstd dictionary has two pieces: Its header, and its content. The header | 
 
 
 
 
 | 76 | * contains a magic number, the dictionary ID, and entropy tables. These | 
 
 
 
 
 | 77 | * entropy tables allow zstd to save on header costs in the compressed file, | 
 
 
 
 
 | 78 | * which really matters for small data. The content is just bytes, which are | 
 
 
 
 
 | 79 | * repeated content that is common across many samples. | 
 
 
 
 
 | 80 | * | 
 
 
 
 
 | 81 | * What is a raw content dictionary? | 
 
 
 
 
 | 82 | * --------------------------------- | 
 
 
 
 
 | 83 | * | 
 
 
 
 
 | 84 | * A raw content dictionary is just bytes. It doesn't have a zstd dictionary | 
 
 
 
 
 | 85 | * header, a dictionary ID, or entropy tables. Any buffer is a valid raw | 
 
 
 
 
 | 86 | * content dictionary. | 
 
 
 
 
 | 87 | * | 
 
 
 
 
 | 88 | * How do I train a dictionary? | 
 
 
 
 
 | 89 | * ---------------------------- | 
 
 
 
 
 | 90 | * | 
 
 
 
 
 | 91 | * Gather samples from your use case. These samples should be similar to each | 
 
 
 
 
 | 92 | * other. If you have several use cases, you could try to train one dictionary | 
 
 
 
 
 | 93 | * per use case. | 
 
 
 
 
 | 94 | * | 
 
 
 
 
 | 95 | * Pass those samples to `ZDICT_trainFromBuffer()` and that will train your | 
 
 
 
 
 | 96 | * dictionary. There are a few advanced versions of this function, but this | 
 
 
 
 
 | 97 | * is a great starting point. If you want to further tune your dictionary | 
 
 
 
 
 | 98 | * you could try `ZDICT_optimizeTrainFromBuffer_cover()`. If that is too slow | 
 
 
 
 
 | 99 | * you can try `ZDICT_optimizeTrainFromBuffer_fastCover()`. | 
 
 
 
 
 | 100 | * | 
 
 
 
 
 | 101 | * If the dictionary training function fails, that is likely because you | 
 
 
 
 
 | 102 | * either passed too few samples, or a dictionary would not be effective | 
 
 
 
 
 | 103 | * for your data. Look at the messages that the dictionary trainer printed, | 
 
 
 
 
 | 104 | * if it doesn't say too few samples, then a dictionary would not be effective. | 
 
 
 
 
 | 105 | * | 
 
 
 
 
 | 106 | * How large should my dictionary be? | 
 
 
 
 
 | 107 | * ---------------------------------- | 
 
 
 
 
 | 108 | * | 
 
 
 
 
 | 109 | * A reasonable dictionary size, the `dictBufferCapacity`, is about 100KB. | 
 
 
 
 
 | 110 | * The zstd CLI defaults to a 110KB dictionary. You likely don't need a | 
 
 
 
 
 | 111 | * dictionary larger than that. But, most use cases can get away with a | 
 
 
 
 
 | 112 | * smaller dictionary. The advanced dictionary builders can automatically | 
 
 
 
 
 | 113 | * shrink the dictionary for you, and select a the smallest size that | 
 
 
 
 
 | 114 | * doesn't hurt compression ratio too much. See the `shrinkDict` parameter. | 
 
 
 
 
 | 115 | * A smaller dictionary can save memory, and potentially speed up | 
 
 
 
 
 | 116 | * compression. | 
 
 
 
 
 | 117 | * | 
 
 
 
 
 | 118 | * How many samples should I provide to the dictionary builder? | 
 
 
 
 
 | 119 | * ------------------------------------------------------------ | 
 
 
 
 
 | 120 | * | 
 
 
 
 
 | 121 | * We generally recommend passing ~100x the size of the dictionary | 
 
 
 
 
 | 122 | * in samples. A few thousand should suffice. Having too few samples | 
 
 
 
 
 | 123 | * can hurt the dictionaries effectiveness. Having more samples will | 
 
 
 
 
 | 124 | * only improve the dictionaries effectiveness. But having too many | 
 
 
 
 
 | 125 | * samples can slow down the dictionary builder. | 
 
 
 
 
 | 126 | * | 
 
 
 
 
 | 127 | * How do I determine if a dictionary will be effective? | 
 
 
 
 
 | 128 | * ----------------------------------------------------- | 
 
 
 
 
 | 129 | * | 
 
 
 
 
 | 130 | * Simply train a dictionary and try it out. You can use zstd's built in | 
 
 
 
 
 | 131 | * benchmarking tool to test the dictionary effectiveness. | 
 
 
 
 
 | 132 | * | 
 
 
 
 
 | 133 | *   # Benchmark levels 1-3 without a dictionary | 
 
 
 
 
 | 134 | *   zstd -b1e3 -r /path/to/my/files | 
 
 
 
 
 | 135 | *   # Benchmark levels 1-3 with a dictioanry | 
 
 
 
 
 | 136 | *   zstd -b1e3 -r /path/to/my/files -D /path/to/my/dictionary | 
 
 
 
 
 | 137 | * | 
 
 
 
 
 | 138 | * When should I retrain a dictionary? | 
 
 
 
 
 | 139 | * ----------------------------------- | 
 
 
 
 
 | 140 | * | 
 
 
 
 
 | 141 | * You should retrain a dictionary when its effectiveness drops. Dictionary | 
 
 
 
 
 | 142 | * effectiveness drops as the data you are compressing changes. Generally, we do | 
 
 
 
 
 | 143 | * expect dictionaries to "decay" over time, as your data changes, but the rate | 
 
 
 
 
 | 144 | * at which they decay depends on your use case. Internally, we regularly | 
 
 
 
 
 | 145 | * retrain dictionaries, and if the new dictionary performs significantly | 
 
 
 
 
 | 146 | * better than the old dictionary, we will ship the new dictionary. | 
 
 
 
 
 | 147 | * | 
 
 
 
 
 | 148 | * I have a raw content dictionary, how do I turn it into a zstd dictionary? | 
 
 
 
 
 | 149 | * ------------------------------------------------------------------------- | 
 
 
 
 
 | 150 | * | 
 
 
 
 
 | 151 | * If you have a raw content dictionary, e.g. by manually constructing it, or | 
 
 
 
 
 | 152 | * using a third-party dictionary builder, you can turn it into a zstd | 
 
 
 
 
 | 153 | * dictionary by using `ZDICT_finalizeDictionary()`. You'll also have to | 
 
 
 
 
 | 154 | * provide some samples of the data. It will add the zstd header to the | 
 
 
 
 
 | 155 | * raw content, which contains a dictionary ID and entropy tables, which | 
 
 
 
 
 | 156 | * will improve compression ratio, and allow zstd to write the dictionary ID | 
 
 
 
 
 | 157 | * into the frame, if you so choose. | 
 
 
 
 
 | 158 | * | 
 
 
 
 
 | 159 | * Do I have to use zstd's dictionary builder? | 
 
 
 
 
 | 160 | * ------------------------------------------- | 
 
 
 
 
 | 161 | * | 
 
 
 
 
 | 162 | * No! You can construct dictionary content however you please, it is just | 
 
 
 
 
 | 163 | * bytes. It will always be valid as a raw content dictionary. If you want | 
 
 
 
 
 | 164 | * a zstd dictionary, which can improve compression ratio, use | 
 
 
 
 
 | 165 | * `ZDICT_finalizeDictionary()`. | 
 
 
 
 
 | 166 | * | 
 
 
 
 
 | 167 | * What is the attack surface of a zstd dictionary? | 
 
 
 
 
 | 168 | * ------------------------------------------------ | 
 
 
 
 
 | 169 | * | 
 
 
 
 
 | 170 | * Zstd is heavily fuzz tested, including loading fuzzed dictionaries, so | 
 
 
 
 
 | 171 | * zstd should never crash, or access out-of-bounds memory no matter what | 
 
 
 
 
 | 172 | * the dictionary is. However, if an attacker can control the dictionary | 
 
 
 
 
 | 173 | * during decompression, they can cause zstd to generate arbitrary bytes, | 
 
 
 
 
 | 174 | * just like if they controlled the compressed data. | 
 
 
 
 
 | 175 | * | 
 
 
 
 
 | 176 | ******************************************************************************/ | 
 
 
 
 
 | 177 |  | 
 
 
 
 
 | 178 |  | 
 
 
 
 
 | 179 | /*! ZDICT_trainFromBuffer(): | 
 
 
 
 
 | 180 | *  Train a dictionary from an array of samples. | 
 
 
 
 
 | 181 | *  Redirect towards ZDICT_optimizeTrainFromBuffer_fastCover() single-threaded, with d=8, steps=4, | 
 
 
 
 
 | 182 | *  f=20, and accel=1. | 
 
 
 
 
 | 183 | *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`, | 
 
 
 
 
 | 184 | *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order. | 
 
 
 
 
 | 185 | *  The resulting dictionary will be saved into `dictBuffer`. | 
 
 
 
 
 | 186 | * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 | 187 | *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 | 188 | *  Note:  Dictionary training will fail if there are not enough samples to construct a | 
 
 
 
 
 | 189 | *         dictionary, or if most of the samples are too small (< 8 bytes being the lower limit). | 
 
 
 
 
 | 190 | *         If dictionary training fails, you should use zstd without a dictionary, as the dictionary | 
 
 
 
 
 | 191 | *         would've been ineffective anyways. If you believe your samples would benefit from a dictionary | 
 
 
 
 
 | 192 | *         please open an issue with details, and we can look into it. | 
 
 
 
 
 | 193 | *  Note: ZDICT_trainFromBuffer()'s memory usage is about 6 MB. | 
 
 
 
 
 | 194 | *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB. | 
 
 
 
 
 | 195 | *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`. | 
 
 
 
 
 | 196 | *        In general, it's recommended to provide a few thousands samples, though this can vary a lot. | 
 
 
 
 
 | 197 | *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary. | 
 
 
 
 
 | 198 | */ | 
 
 
 
 
 | 199 | ZDICTLIB_API size_t ZDICT_trainFromBuffer(void* dictBuffer, size_t dictBufferCapacity, | 
 
 
 
 
 | 200 | const void* samplesBuffer, | 
 
 
 
 
 | 201 | const size_t* samplesSizes, unsigned nbSamples); | 
 
 
 
 
 | 202 |  | 
 
 
 
 
 | 203 | typedef struct { | 
 
 
 
 
 | 204 | int      compressionLevel;   /*< optimize for a specific zstd compression level; 0 means default */ | 
 
 
 
 
 | 205 | unsigned notificationLevel;  /*< Write log to stderr; 0 = none (default); 1 = errors; 2 = progression; 3 = details; 4 = debug; */ | 
 
 
 
 
 | 206 | unsigned dictID;             /*< force dictID value; 0 means auto mode (32-bits random value) | 
 
 
 
 
 | 207 | *   NOTE: The zstd format reserves some dictionary IDs for future use. | 
 
 
 
 
 | 208 | *         You may use them in private settings, but be warned that they | 
 
 
 
 
 | 209 | *         may be used by zstd in a public dictionary registry in the future. | 
 
 
 
 
 | 210 | *         These dictionary IDs are: | 
 
 
 
 
 | 211 | *           - low range  : <= 32767 | 
 
 
 
 
 | 212 | *           - high range : >= (2^31) | 
 
 
 
 
 | 213 | */ | 
 
 
 
 
 | 214 | } ZDICT_params_t; | 
 
 
 
 
 | 215 |  | 
 
 
 
 
 | 216 | /*! ZDICT_finalizeDictionary(): | 
 
 
 
 
 | 217 | * Given a custom content as a basis for dictionary, and a set of samples, | 
 
 
 
 
 | 218 | * finalize dictionary by adding headers and statistics according to the zstd | 
 
 
 
 
 | 219 | * dictionary format. | 
 
 
 
 
 | 220 | * | 
 
 
 
 
 | 221 | * Samples must be stored concatenated in a flat buffer `samplesBuffer`, | 
 
 
 
 
 | 222 | * supplied with an array of sizes `samplesSizes`, providing the size of each | 
 
 
 
 
 | 223 | * sample in order. The samples are used to construct the statistics, so they | 
 
 
 
 
 | 224 | * should be representative of what you will compress with this dictionary. | 
 
 
 
 
 | 225 | * | 
 
 
 
 
 | 226 | * The compression level can be set in `parameters`. You should pass the | 
 
 
 
 
 | 227 | * compression level you expect to use in production. The statistics for each | 
 
 
 
 
 | 228 | * compression level differ, so tuning the dictionary for the compression level | 
 
 
 
 
 | 229 | * can help quite a bit. | 
 
 
 
 
 | 230 | * | 
 
 
 
 
 | 231 | * You can set an explicit dictionary ID in `parameters`, or allow us to pick | 
 
 
 
 
 | 232 | * a random dictionary ID for you, but we can't guarantee no collisions. | 
 
 
 
 
 | 233 | * | 
 
 
 
 
 | 234 | * The dstDictBuffer and the dictContent may overlap, and the content will be | 
 
 
 
 
 | 235 | * appended to the end of the header. If the header + the content doesn't fit in | 
 
 
 
 
 | 236 | * maxDictSize the beginning of the content is truncated to make room, since it | 
 
 
 
 
 | 237 | * is presumed that the most profitable content is at the end of the dictionary, | 
 
 
 
 
 | 238 | * since that is the cheapest to reference. | 
 
 
 
 
 | 239 | * | 
 
 
 
 
 | 240 | * `dictContentSize` must be >= ZDICT_CONTENTSIZE_MIN bytes. | 
 
 
 
 
 | 241 | * `maxDictSize` must be >= max(dictContentSize, ZSTD_DICTSIZE_MIN). | 
 
 
 
 
 | 242 | * | 
 
 
 
 
 | 243 | * @return: size of dictionary stored into `dstDictBuffer` (<= `maxDictSize`), | 
 
 
 
 
 | 244 | *          or an error code, which can be tested by ZDICT_isError(). | 
 
 
 
 
 | 245 | * Note: ZDICT_finalizeDictionary() will push notifications into stderr if | 
 
 
 
 
 | 246 | *       instructed to, using notificationLevel>0. | 
 
 
 
 
 | 247 | * NOTE: This function currently may fail in several edge cases including: | 
 
 
 
 
 | 248 | *         * Not enough samples | 
 
 
 
 
 | 249 | *         * Samples are uncompressible | 
 
 
 
 
 | 250 | *         * Samples are all exactly the same | 
 
 
 
 
 | 251 | */ | 
 
 
 
 
 | 252 | ZDICTLIB_API size_t ZDICT_finalizeDictionary(void* dstDictBuffer, size_t maxDictSize, | 
 
 
 
 
 | 253 | const void* dictContent, size_t dictContentSize, | 
 
 
 
 
 | 254 | const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples, | 
 
 
 
 
 | 255 | ZDICT_params_t parameters); | 
 
 
 
 
 | 256 |  | 
 
 
 
 
 | 257 |  | 
 
 
 
 
 | 258 | /*======   Helper functions   ======*/ | 
 
 
 
 
 | 259 | ZDICTLIB_API unsigned ZDICT_getDictID(const void* dictBuffer, size_t dictSize);  /**< extracts dictID; @return zero if error (not a valid dictionary) */ | 
 
 
 
 
 | 260 | ZDICTLIB_API size_t ZDICT_getDictHeaderSize(const void* dictBuffer, size_t dictSize);  /* returns dict header size; returns a ZSTD error code on failure */ | 
 
 
 
 
 | 261 | ZDICTLIB_API unsigned ZDICT_isError(size_t errorCode); | 
 
 
 
 
 | 262 | ZDICTLIB_API const char* ZDICT_getErrorName(size_t errorCode); | 
 
 
 
 
 | 263 |  | 
 
 
 
 
 | 264 |  | 
 
 
 
 
 | 265 |  | 
 
 
 
 
 | 266 | #ifdef ZDICT_STATIC_LINKING_ONLY | 
 
 
 
 
 | 267 |  | 
 
 
 
 
 | 268 | /* ==================================================================================== | 
 
 
 
 
 | 269 | * The definitions in this section are considered experimental. | 
 
 
 
 
 | 270 | * They should never be used with a dynamic library, as they may change in the future. | 
 
 
 
 
 | 271 | * They are provided for advanced usages. | 
 
 
 
 
 | 272 | * Use them only in association with static linking. | 
 
 
 
 
 | 273 | * ==================================================================================== */ | 
 
 
 
 
 | 274 |  | 
 
 
 
 
 | 275 | #define ZDICT_CONTENTSIZE_MIN 128 | 
 
 
 
 
 | 276 | #define ZDICT_DICTSIZE_MIN    256 | 
 
 
 
 
 | 277 |  | 
 
 
 
 
 | 278 | /*! ZDICT_cover_params_t: | 
 
 
 
 
 | 279 | *  k and d are the only required parameters. | 
 
 
 
 
 | 280 | *  For others, value 0 means default. | 
 
 
 
 
 | 281 | */ | 
 
 
 
 
 | 282 | typedef struct { | 
 
 
 
 
 | 283 | unsigned k;                  /* Segment size : constraint: 0 < k : Reasonable range [16, 2048+] */ | 
 
 
 
 
 | 284 | unsigned d;                  /* dmer size : constraint: 0 < d <= k : Reasonable range [6, 16] */ | 
 
 
 
 
 | 285 | unsigned steps;              /* Number of steps : Only used for optimization : 0 means default (40) : Higher means more parameters checked */ | 
 
 
 
 
 | 286 | unsigned nbThreads;          /* Number of threads : constraint: 0 < nbThreads : 1 means single-threaded : Only used for optimization : Ignored if ZSTD_MULTITHREAD is not defined */ | 
 
 
 
 
 | 287 | 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 */ | 
 
 
 
 
 | 288 | 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  */ | 
 
 
 
 
 | 289 | unsigned shrinkDictMaxRegression; /* Sets shrinkDictMaxRegression so that a smaller dictionary can be at worse shrinkDictMaxRegression% worse than the max dict size dictionary. */ | 
 
 
 
 
 | 290 | ZDICT_params_t zParams; | 
 
 
 
 
 | 291 | } ZDICT_cover_params_t; | 
 
 
 
 
 | 292 |  | 
 
 
 
 
 | 293 | typedef struct { | 
 
 
 
 
 | 294 | unsigned k;                  /* Segment size : constraint: 0 < k : Reasonable range [16, 2048+] */ | 
 
 
 
 
 | 295 | unsigned d;                  /* dmer size : constraint: 0 < d <= k : Reasonable range [6, 16] */ | 
 
 
 
 
 | 296 | unsigned f;                  /* log of size of frequency array : constraint: 0 < f <= 31 : 1 means default(20)*/ | 
 
 
 
 
 | 297 | unsigned steps;              /* Number of steps : Only used for optimization : 0 means default (40) : Higher means more parameters checked */ | 
 
 
 
 
 | 298 | unsigned nbThreads;          /* Number of threads : constraint: 0 < nbThreads : 1 means single-threaded : Only used for optimization : Ignored if ZSTD_MULTITHREAD is not defined */ | 
 
 
 
 
 | 299 | 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 */ | 
 
 
 
 
 | 300 | unsigned accel;              /* Acceleration level: constraint: 0 < accel <= 10, higher means faster and less accurate, 0 means default(1) */ | 
 
 
 
 
 | 301 | 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  */ | 
 
 
 
 
 | 302 | unsigned shrinkDictMaxRegression; /* Sets shrinkDictMaxRegression so that a smaller dictionary can be at worse shrinkDictMaxRegression% worse than the max dict size dictionary. */ | 
 
 
 
 
 | 303 |  | 
 
 
 
 
 | 304 | ZDICT_params_t zParams; | 
 
 
 
 
 | 305 | } ZDICT_fastCover_params_t; | 
 
 
 
 
 | 306 |  | 
 
 
 
 
 | 307 | /*! ZDICT_trainFromBuffer_cover(): | 
 
 
 
 
 | 308 | *  Train a dictionary from an array of samples using the COVER algorithm. | 
 
 
 
 
 | 309 | *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`, | 
 
 
 
 
 | 310 | *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order. | 
 
 
 
 
 | 311 | *  The resulting dictionary will be saved into `dictBuffer`. | 
 
 
 
 
 | 312 | * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 | 313 | *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 | 314 | *          See ZDICT_trainFromBuffer() for details on failure modes. | 
 
 
 
 
 | 315 | *  Note: ZDICT_trainFromBuffer_cover() requires about 9 bytes of memory for each input byte. | 
 
 
 
 
 | 316 | *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB. | 
 
 
 
 
 | 317 | *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`. | 
 
 
 
 
 | 318 | *        In general, it's recommended to provide a few thousands samples, though this can vary a lot. | 
 
 
 
 
 | 319 | *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary. | 
 
 
 
 
 | 320 | */ | 
 
 
 
 
 | 321 | ZDICTLIB_API size_t ZDICT_trainFromBuffer_cover( | 
 
 
 
 
 | 322 | void *dictBuffer, size_t dictBufferCapacity, | 
 
 
 
 
 | 323 | const void *samplesBuffer, const size_t *samplesSizes, unsigned nbSamples, | 
 
 
 
 
 | 324 | ZDICT_cover_params_t parameters); | 
 
 
 
 
 | 325 |  | 
 
 
 
 
 | 326 | /*! ZDICT_optimizeTrainFromBuffer_cover(): | 
 
 
 
 
 | 327 | * The same requirements as above hold for all the parameters except `parameters`. | 
 
 
 
 
 | 328 | * This function tries many parameter combinations and picks the best parameters. | 
 
 
 
 
 | 329 | * `*parameters` is filled with the best parameters found, | 
 
 
 
 
 | 330 | * dictionary constructed with those parameters is stored in `dictBuffer`. | 
 
 
 
 
 | 331 | * | 
 
 
 
 
 | 332 | * All of the parameters d, k, steps are optional. | 
 
 
 
 
 | 333 | * If d is non-zero then we don't check multiple values of d, otherwise we check d = {6, 8}. | 
 
 
 
 
 | 334 | * if steps is zero it defaults to its default value. | 
 
 
 
 
 | 335 | * If k is non-zero then we don't check multiple values of k, otherwise we check steps values in [50, 2000]. | 
 
 
 
 
 | 336 | * | 
 
 
 
 
 | 337 | * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`) | 
 
 
 
 
 | 338 | *          or an error code, which can be tested with ZDICT_isError(). | 
 
 
 
 
 | 339 | *          On success `*parameters` contains the parameters selected. | 
 
 
 
 
 | 340 | *          See ZDICT_trainFromBuffer() for details on failure modes. | 
 
 
 
 
 | 341 | * 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. | 
 
 
 
 
 | 342 | */ | 
 
 
 
 
 | 343 | ZDICTLIB_API size_t ZDICT_optimizeTrainFromBuffer_cover( | 
 
 
 
 
 | 344 | void* dictBuffer, size_t dictBufferCapacity, | 
 
 
 
 
 | 345 | const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples, | 
 
 
 
 
 | 346 | ZDICT_cover_params_t* parameters); | 
 
 
 
 
 | 347 |  | 
 
 
 
 
 | 348 | /*! 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) | 
 
 
 
 
 | 372 | * 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. | 
 
 
 
 
 | 375 | * If d is non-zero then we don't check multiple values of d, otherwise we check d = {6, 8}. | 
 
 
 
 
 | 376 | * 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, | 
 
 
 
 
 | 420 | 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 */ |