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File indexing completed on 2024-05-18 08:30:30

0001 /*
0002  * Copyright (c) Meta Platforms, Inc. and affiliates.
0003  * All rights reserved.
0004  *
0005  * This source code is licensed under both the BSD-style license (found in the
0006  * LICENSE file in the root directory of this source tree) and the GPLv2 (found
0007  * in the COPYING file in the root directory of this source tree).
0008  * You may select, at your option, one of the above-listed licenses.
0009  */
0010 
0011 #if defined (__cplusplus)
0012 extern "C" {
0013 #endif
0014 
0015 #ifndef ZSTD_ZDICT_H
0016 #define ZSTD_ZDICT_H
0017 
0018 /*======  Dependencies  ======*/
0019 #include <stddef.h>  /* size_t */
0020 
0021 
0022 /* =====   ZDICTLIB_API : control library symbols visibility   ===== */
0023 #ifndef ZDICTLIB_VISIBLE
0024    /* Backwards compatibility with old macro name */
0025 #  ifdef ZDICTLIB_VISIBILITY
0026 #    define ZDICTLIB_VISIBLE ZDICTLIB_VISIBILITY
0027 #  elif defined(__GNUC__) && (__GNUC__ >= 4) && !defined(__MINGW32__)
0028 #    define ZDICTLIB_VISIBLE __attribute__ ((visibility ("default")))
0029 #  else
0030 #    define ZDICTLIB_VISIBLE
0031 #  endif
0032 #endif
0033 
0034 #ifndef ZDICTLIB_HIDDEN
0035 #  if defined(__GNUC__) && (__GNUC__ >= 4) && !defined(__MINGW32__)
0036 #    define ZDICTLIB_HIDDEN __attribute__ ((visibility ("hidden")))
0037 #  else
0038 #    define ZDICTLIB_HIDDEN
0039 #  endif
0040 #endif
0041 
0042 #if defined(ZSTD_DLL_EXPORT) && (ZSTD_DLL_EXPORT==1)
0043 #  define ZDICTLIB_API __declspec(dllexport) ZDICTLIB_VISIBLE
0044 #elif defined(ZSTD_DLL_IMPORT) && (ZSTD_DLL_IMPORT==1)
0045 #  define ZDICTLIB_API __declspec(dllimport) ZDICTLIB_VISIBLE /* It isn't required but allows to generate better code, saving a function pointer load from the IAT and an indirect jump.*/
0046 #else
0047 #  define ZDICTLIB_API ZDICTLIB_VISIBLE
0048 #endif
0049 
0050 /*******************************************************************************
0051  * Zstd dictionary builder
0052  *
0053  * FAQ
0054  * ===
0055  * Why should I use a dictionary?
0056  * ------------------------------
0057  *
0058  * Zstd can use dictionaries to improve compression ratio of small data.
0059  * Traditionally small files don't compress well because there is very little
0060  * repetition in a single sample, since it is small. But, if you are compressing
0061  * many similar files, like a bunch of JSON records that share the same
0062  * structure, you can train a dictionary on ahead of time on some samples of
0063  * these files. Then, zstd can use the dictionary to find repetitions that are
0064  * present across samples. This can vastly improve compression ratio.
0065  *
0066  * When is a dictionary useful?
0067  * ----------------------------
0068  *
0069  * Dictionaries are useful when compressing many small files that are similar.
0070  * The larger a file is, the less benefit a dictionary will have. Generally,
0071  * we don't expect dictionary compression to be effective past 100KB. And the
0072  * smaller a file is, the more we would expect the dictionary to help.
0073  *
0074  * How do I use a dictionary?
0075  * --------------------------
0076  *
0077  * Simply pass the dictionary to the zstd compressor with
0078  * `ZSTD_CCtx_loadDictionary()`. The same dictionary must then be passed to
0079  * the decompressor, using `ZSTD_DCtx_loadDictionary()`. There are other
0080  * more advanced functions that allow selecting some options, see zstd.h for
0081  * complete documentation.
0082  *
0083  * What is a zstd dictionary?
0084  * --------------------------
0085  *
0086  * A zstd dictionary has two pieces: Its header, and its content. The header
0087  * contains a magic number, the dictionary ID, and entropy tables. These
0088  * entropy tables allow zstd to save on header costs in the compressed file,
0089  * which really matters for small data. The content is just bytes, which are
0090  * repeated content that is common across many samples.
0091  *
0092  * What is a raw content dictionary?
0093  * ---------------------------------
0094  *
0095  * A raw content dictionary is just bytes. It doesn't have a zstd dictionary
0096  * header, a dictionary ID, or entropy tables. Any buffer is a valid raw
0097  * content dictionary.
0098  *
0099  * How do I train a dictionary?
0100  * ----------------------------
0101  *
0102  * Gather samples from your use case. These samples should be similar to each
0103  * other. If you have several use cases, you could try to train one dictionary
0104  * per use case.
0105  *
0106  * Pass those samples to `ZDICT_trainFromBuffer()` and that will train your
0107  * dictionary. There are a few advanced versions of this function, but this
0108  * is a great starting point. If you want to further tune your dictionary
0109  * you could try `ZDICT_optimizeTrainFromBuffer_cover()`. If that is too slow
0110  * you can try `ZDICT_optimizeTrainFromBuffer_fastCover()`.
0111  *
0112  * If the dictionary training function fails, that is likely because you
0113  * either passed too few samples, or a dictionary would not be effective
0114  * for your data. Look at the messages that the dictionary trainer printed,
0115  * if it doesn't say too few samples, then a dictionary would not be effective.
0116  *
0117  * How large should my dictionary be?
0118  * ----------------------------------
0119  *
0120  * A reasonable dictionary size, the `dictBufferCapacity`, is about 100KB.
0121  * The zstd CLI defaults to a 110KB dictionary. You likely don't need a
0122  * dictionary larger than that. But, most use cases can get away with a
0123  * smaller dictionary. The advanced dictionary builders can automatically
0124  * shrink the dictionary for you, and select the smallest size that doesn't
0125  * hurt compression ratio too much. See the `shrinkDict` parameter.
0126  * A smaller dictionary can save memory, and potentially speed up
0127  * compression.
0128  *
0129  * How many samples should I provide to the dictionary builder?
0130  * ------------------------------------------------------------
0131  *
0132  * We generally recommend passing ~100x the size of the dictionary
0133  * in samples. A few thousand should suffice. Having too few samples
0134  * can hurt the dictionaries effectiveness. Having more samples will
0135  * only improve the dictionaries effectiveness. But having too many
0136  * samples can slow down the dictionary builder.
0137  *
0138  * How do I determine if a dictionary will be effective?
0139  * -----------------------------------------------------
0140  *
0141  * Simply train a dictionary and try it out. You can use zstd's built in
0142  * benchmarking tool to test the dictionary effectiveness.
0143  *
0144  *   # Benchmark levels 1-3 without a dictionary
0145  *   zstd -b1e3 -r /path/to/my/files
0146  *   # Benchmark levels 1-3 with a dictionary
0147  *   zstd -b1e3 -r /path/to/my/files -D /path/to/my/dictionary
0148  *
0149  * When should I retrain a dictionary?
0150  * -----------------------------------
0151  *
0152  * You should retrain a dictionary when its effectiveness drops. Dictionary
0153  * effectiveness drops as the data you are compressing changes. Generally, we do
0154  * expect dictionaries to "decay" over time, as your data changes, but the rate
0155  * at which they decay depends on your use case. Internally, we regularly
0156  * retrain dictionaries, and if the new dictionary performs significantly
0157  * better than the old dictionary, we will ship the new dictionary.
0158  *
0159  * I have a raw content dictionary, how do I turn it into a zstd dictionary?
0160  * -------------------------------------------------------------------------
0161  *
0162  * If you have a raw content dictionary, e.g. by manually constructing it, or
0163  * using a third-party dictionary builder, you can turn it into a zstd
0164  * dictionary by using `ZDICT_finalizeDictionary()`. You'll also have to
0165  * provide some samples of the data. It will add the zstd header to the
0166  * raw content, which contains a dictionary ID and entropy tables, which
0167  * will improve compression ratio, and allow zstd to write the dictionary ID
0168  * into the frame, if you so choose.
0169  *
0170  * Do I have to use zstd's dictionary builder?
0171  * -------------------------------------------
0172  *
0173  * No! You can construct dictionary content however you please, it is just
0174  * bytes. It will always be valid as a raw content dictionary. If you want
0175  * a zstd dictionary, which can improve compression ratio, use
0176  * `ZDICT_finalizeDictionary()`.
0177  *
0178  * What is the attack surface of a zstd dictionary?
0179  * ------------------------------------------------
0180  *
0181  * Zstd is heavily fuzz tested, including loading fuzzed dictionaries, so
0182  * zstd should never crash, or access out-of-bounds memory no matter what
0183  * the dictionary is. However, if an attacker can control the dictionary
0184  * during decompression, they can cause zstd to generate arbitrary bytes,
0185  * just like if they controlled the compressed data.
0186  *
0187  ******************************************************************************/
0188 
0189 
0190 /*! ZDICT_trainFromBuffer():
0191  *  Train a dictionary from an array of samples.
0192  *  Redirect towards ZDICT_optimizeTrainFromBuffer_fastCover() single-threaded, with d=8, steps=4,
0193  *  f=20, and accel=1.
0194  *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`,
0195  *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order.
0196  *  The resulting dictionary will be saved into `dictBuffer`.
0197  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`)
0198  *          or an error code, which can be tested with ZDICT_isError().
0199  *  Note:  Dictionary training will fail if there are not enough samples to construct a
0200  *         dictionary, or if most of the samples are too small (< 8 bytes being the lower limit).
0201  *         If dictionary training fails, you should use zstd without a dictionary, as the dictionary
0202  *         would've been ineffective anyways. If you believe your samples would benefit from a dictionary
0203  *         please open an issue with details, and we can look into it.
0204  *  Note: ZDICT_trainFromBuffer()'s memory usage is about 6 MB.
0205  *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB.
0206  *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`.
0207  *        In general, it's recommended to provide a few thousands samples, though this can vary a lot.
0208  *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary.
0209  */
0210 ZDICTLIB_API size_t ZDICT_trainFromBuffer(void* dictBuffer, size_t dictBufferCapacity,
0211                                     const void* samplesBuffer,
0212                                     const size_t* samplesSizes, unsigned nbSamples);
0213 
0214 typedef struct {
0215     int      compressionLevel;   /**< optimize for a specific zstd compression level; 0 means default */
0216     unsigned notificationLevel;  /**< Write log to stderr; 0 = none (default); 1 = errors; 2 = progression; 3 = details; 4 = debug; */
0217     unsigned dictID;             /**< force dictID value; 0 means auto mode (32-bits random value)
0218                                   *   NOTE: The zstd format reserves some dictionary IDs for future use.
0219                                   *         You may use them in private settings, but be warned that they
0220                                   *         may be used by zstd in a public dictionary registry in the future.
0221                                   *         These dictionary IDs are:
0222                                   *           - low range  : <= 32767
0223                                   *           - high range : >= (2^31)
0224                                   */
0225 } ZDICT_params_t;
0226 
0227 /*! ZDICT_finalizeDictionary():
0228  * Given a custom content as a basis for dictionary, and a set of samples,
0229  * finalize dictionary by adding headers and statistics according to the zstd
0230  * dictionary format.
0231  *
0232  * Samples must be stored concatenated in a flat buffer `samplesBuffer`,
0233  * supplied with an array of sizes `samplesSizes`, providing the size of each
0234  * sample in order. The samples are used to construct the statistics, so they
0235  * should be representative of what you will compress with this dictionary.
0236  *
0237  * The compression level can be set in `parameters`. You should pass the
0238  * compression level you expect to use in production. The statistics for each
0239  * compression level differ, so tuning the dictionary for the compression level
0240  * can help quite a bit.
0241  *
0242  * You can set an explicit dictionary ID in `parameters`, or allow us to pick
0243  * a random dictionary ID for you, but we can't guarantee no collisions.
0244  *
0245  * The dstDictBuffer and the dictContent may overlap, and the content will be
0246  * appended to the end of the header. If the header + the content doesn't fit in
0247  * maxDictSize the beginning of the content is truncated to make room, since it
0248  * is presumed that the most profitable content is at the end of the dictionary,
0249  * since that is the cheapest to reference.
0250  *
0251  * `maxDictSize` must be >= max(dictContentSize, ZSTD_DICTSIZE_MIN).
0252  *
0253  * @return: size of dictionary stored into `dstDictBuffer` (<= `maxDictSize`),
0254  *          or an error code, which can be tested by ZDICT_isError().
0255  * Note: ZDICT_finalizeDictionary() will push notifications into stderr if
0256  *       instructed to, using notificationLevel>0.
0257  * NOTE: This function currently may fail in several edge cases including:
0258  *         * Not enough samples
0259  *         * Samples are uncompressible
0260  *         * Samples are all exactly the same
0261  */
0262 ZDICTLIB_API size_t ZDICT_finalizeDictionary(void* dstDictBuffer, size_t maxDictSize,
0263                                 const void* dictContent, size_t dictContentSize,
0264                                 const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples,
0265                                 ZDICT_params_t parameters);
0266 
0267 
0268 /*======   Helper functions   ======*/
0269 ZDICTLIB_API unsigned ZDICT_getDictID(const void* dictBuffer, size_t dictSize);  /**< extracts dictID; @return zero if error (not a valid dictionary) */
0270 ZDICTLIB_API size_t ZDICT_getDictHeaderSize(const void* dictBuffer, size_t dictSize);  /* returns dict header size; returns a ZSTD error code on failure */
0271 ZDICTLIB_API unsigned ZDICT_isError(size_t errorCode);
0272 ZDICTLIB_API const char* ZDICT_getErrorName(size_t errorCode);
0273 
0274 #endif   /* ZSTD_ZDICT_H */
0275 
0276 #if defined(ZDICT_STATIC_LINKING_ONLY) && !defined(ZSTD_ZDICT_H_STATIC)
0277 #define ZSTD_ZDICT_H_STATIC
0278 
0279 /* This can be overridden externally to hide static symbols. */
0280 #ifndef ZDICTLIB_STATIC_API
0281 #  if defined(ZSTD_DLL_EXPORT) && (ZSTD_DLL_EXPORT==1)
0282 #    define ZDICTLIB_STATIC_API __declspec(dllexport) ZDICTLIB_VISIBLE
0283 #  elif defined(ZSTD_DLL_IMPORT) && (ZSTD_DLL_IMPORT==1)
0284 #    define ZDICTLIB_STATIC_API __declspec(dllimport) ZDICTLIB_VISIBLE
0285 #  else
0286 #    define ZDICTLIB_STATIC_API ZDICTLIB_VISIBLE
0287 #  endif
0288 #endif
0289 
0290 /* ====================================================================================
0291  * The definitions in this section are considered experimental.
0292  * They should never be used with a dynamic library, as they may change in the future.
0293  * They are provided for advanced usages.
0294  * Use them only in association with static linking.
0295  * ==================================================================================== */
0296 
0297 #define ZDICT_DICTSIZE_MIN    256
0298 /* Deprecated: Remove in v1.6.0 */
0299 #define ZDICT_CONTENTSIZE_MIN 128
0300 
0301 /*! ZDICT_cover_params_t:
0302  *  k and d are the only required parameters.
0303  *  For others, value 0 means default.
0304  */
0305 typedef struct {
0306     unsigned k;                  /* Segment size : constraint: 0 < k : Reasonable range [16, 2048+] */
0307     unsigned d;                  /* dmer size : constraint: 0 < d <= k : Reasonable range [6, 16] */
0308     unsigned steps;              /* Number of steps : Only used for optimization : 0 means default (40) : Higher means more parameters checked */
0309     unsigned nbThreads;          /* Number of threads : constraint: 0 < nbThreads : 1 means single-threaded : Only used for optimization : Ignored if ZSTD_MULTITHREAD is not defined */
0310     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 */
0311     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  */
0312     unsigned shrinkDictMaxRegression; /* Sets shrinkDictMaxRegression so that a smaller dictionary can be at worse shrinkDictMaxRegression% worse than the max dict size dictionary. */
0313     ZDICT_params_t zParams;
0314 } ZDICT_cover_params_t;
0315 
0316 typedef struct {
0317     unsigned k;                  /* Segment size : constraint: 0 < k : Reasonable range [16, 2048+] */
0318     unsigned d;                  /* dmer size : constraint: 0 < d <= k : Reasonable range [6, 16] */
0319     unsigned f;                  /* log of size of frequency array : constraint: 0 < f <= 31 : 1 means default(20)*/
0320     unsigned steps;              /* Number of steps : Only used for optimization : 0 means default (40) : Higher means more parameters checked */
0321     unsigned nbThreads;          /* Number of threads : constraint: 0 < nbThreads : 1 means single-threaded : Only used for optimization : Ignored if ZSTD_MULTITHREAD is not defined */
0322     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 */
0323     unsigned accel;              /* Acceleration level: constraint: 0 < accel <= 10, higher means faster and less accurate, 0 means default(1) */
0324     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  */
0325     unsigned shrinkDictMaxRegression; /* Sets shrinkDictMaxRegression so that a smaller dictionary can be at worse shrinkDictMaxRegression% worse than the max dict size dictionary. */
0326 
0327     ZDICT_params_t zParams;
0328 } ZDICT_fastCover_params_t;
0329 
0330 /*! ZDICT_trainFromBuffer_cover():
0331  *  Train a dictionary from an array of samples using the COVER algorithm.
0332  *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`,
0333  *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order.
0334  *  The resulting dictionary will be saved into `dictBuffer`.
0335  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`)
0336  *          or an error code, which can be tested with ZDICT_isError().
0337  *          See ZDICT_trainFromBuffer() for details on failure modes.
0338  *  Note: ZDICT_trainFromBuffer_cover() requires about 9 bytes of memory for each input byte.
0339  *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB.
0340  *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`.
0341  *        In general, it's recommended to provide a few thousands samples, though this can vary a lot.
0342  *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary.
0343  */
0344 ZDICTLIB_STATIC_API size_t ZDICT_trainFromBuffer_cover(
0345           void *dictBuffer, size_t dictBufferCapacity,
0346     const void *samplesBuffer, const size_t *samplesSizes, unsigned nbSamples,
0347           ZDICT_cover_params_t parameters);
0348 
0349 /*! ZDICT_optimizeTrainFromBuffer_cover():
0350  * The same requirements as above hold for all the parameters except `parameters`.
0351  * This function tries many parameter combinations and picks the best parameters.
0352  * `*parameters` is filled with the best parameters found,
0353  * dictionary constructed with those parameters is stored in `dictBuffer`.
0354  *
0355  * All of the parameters d, k, steps are optional.
0356  * If d is non-zero then we don't check multiple values of d, otherwise we check d = {6, 8}.
0357  * if steps is zero it defaults to its default value.
0358  * If k is non-zero then we don't check multiple values of k, otherwise we check steps values in [50, 2000].
0359  *
0360  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`)
0361  *          or an error code, which can be tested with ZDICT_isError().
0362  *          On success `*parameters` contains the parameters selected.
0363  *          See ZDICT_trainFromBuffer() for details on failure modes.
0364  * 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.
0365  */
0366 ZDICTLIB_STATIC_API size_t ZDICT_optimizeTrainFromBuffer_cover(
0367           void* dictBuffer, size_t dictBufferCapacity,
0368     const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples,
0369           ZDICT_cover_params_t* parameters);
0370 
0371 /*! ZDICT_trainFromBuffer_fastCover():
0372  *  Train a dictionary from an array of samples using a modified version of COVER algorithm.
0373  *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`,
0374  *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order.
0375  *  d and k are required.
0376  *  All other parameters are optional, will use default values if not provided
0377  *  The resulting dictionary will be saved into `dictBuffer`.
0378  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`)
0379  *          or an error code, which can be tested with ZDICT_isError().
0380  *          See ZDICT_trainFromBuffer() for details on failure modes.
0381  *  Note: ZDICT_trainFromBuffer_fastCover() requires 6 * 2^f bytes of memory.
0382  *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB.
0383  *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`.
0384  *        In general, it's recommended to provide a few thousands samples, though this can vary a lot.
0385  *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary.
0386  */
0387 ZDICTLIB_STATIC_API size_t ZDICT_trainFromBuffer_fastCover(void *dictBuffer,
0388                     size_t dictBufferCapacity, const void *samplesBuffer,
0389                     const size_t *samplesSizes, unsigned nbSamples,
0390                     ZDICT_fastCover_params_t parameters);
0391 
0392 /*! ZDICT_optimizeTrainFromBuffer_fastCover():
0393  * The same requirements as above hold for all the parameters except `parameters`.
0394  * This function tries many parameter combinations (specifically, k and d combinations)
0395  * and picks the best parameters. `*parameters` is filled with the best parameters found,
0396  * dictionary constructed with those parameters is stored in `dictBuffer`.
0397  * All of the parameters d, k, steps, f, and accel are optional.
0398  * If d is non-zero then we don't check multiple values of d, otherwise we check d = {6, 8}.
0399  * if steps is zero it defaults to its default value.
0400  * If k is non-zero then we don't check multiple values of k, otherwise we check steps values in [50, 2000].
0401  * If f is zero, default value of 20 is used.
0402  * If accel is zero, default value of 1 is used.
0403  *
0404  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`)
0405  *          or an error code, which can be tested with ZDICT_isError().
0406  *          On success `*parameters` contains the parameters selected.
0407  *          See ZDICT_trainFromBuffer() for details on failure modes.
0408  * Note: ZDICT_optimizeTrainFromBuffer_fastCover() requires about 6 * 2^f bytes of memory for each thread.
0409  */
0410 ZDICTLIB_STATIC_API size_t ZDICT_optimizeTrainFromBuffer_fastCover(void* dictBuffer,
0411                     size_t dictBufferCapacity, const void* samplesBuffer,
0412                     const size_t* samplesSizes, unsigned nbSamples,
0413                     ZDICT_fastCover_params_t* parameters);
0414 
0415 typedef struct {
0416     unsigned selectivityLevel;   /* 0 means default; larger => select more => larger dictionary */
0417     ZDICT_params_t zParams;
0418 } ZDICT_legacy_params_t;
0419 
0420 /*! ZDICT_trainFromBuffer_legacy():
0421  *  Train a dictionary from an array of samples.
0422  *  Samples must be stored concatenated in a single flat buffer `samplesBuffer`,
0423  *  supplied with an array of sizes `samplesSizes`, providing the size of each sample, in order.
0424  *  The resulting dictionary will be saved into `dictBuffer`.
0425  * `parameters` is optional and can be provided with values set to 0 to mean "default".
0426  * @return: size of dictionary stored into `dictBuffer` (<= `dictBufferCapacity`)
0427  *          or an error code, which can be tested with ZDICT_isError().
0428  *          See ZDICT_trainFromBuffer() for details on failure modes.
0429  *  Tips: In general, a reasonable dictionary has a size of ~ 100 KB.
0430  *        It's possible to select smaller or larger size, just by specifying `dictBufferCapacity`.
0431  *        In general, it's recommended to provide a few thousands samples, though this can vary a lot.
0432  *        It's recommended that total size of all samples be about ~x100 times the target size of dictionary.
0433  *  Note: ZDICT_trainFromBuffer_legacy() will send notifications into stderr if instructed to, using notificationLevel>0.
0434  */
0435 ZDICTLIB_STATIC_API size_t ZDICT_trainFromBuffer_legacy(
0436     void* dictBuffer, size_t dictBufferCapacity,
0437     const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples,
0438     ZDICT_legacy_params_t parameters);
0439 
0440 
0441 /* Deprecation warnings */
0442 /* It is generally possible to disable deprecation warnings from compiler,
0443    for example with -Wno-deprecated-declarations for gcc
0444    or _CRT_SECURE_NO_WARNINGS in Visual.
0445    Otherwise, it's also possible to manually define ZDICT_DISABLE_DEPRECATE_WARNINGS */
0446 #ifdef ZDICT_DISABLE_DEPRECATE_WARNINGS
0447 #  define ZDICT_DEPRECATED(message) /* disable deprecation warnings */
0448 #else
0449 #  define ZDICT_GCC_VERSION (__GNUC__ * 100 + __GNUC_MINOR__)
0450 #  if defined (__cplusplus) && (__cplusplus >= 201402) /* C++14 or greater */
0451 #    define ZDICT_DEPRECATED(message) [[deprecated(message)]]
0452 #  elif defined(__clang__) || (ZDICT_GCC_VERSION >= 405)
0453 #    define ZDICT_DEPRECATED(message) __attribute__((deprecated(message)))
0454 #  elif (ZDICT_GCC_VERSION >= 301)
0455 #    define ZDICT_DEPRECATED(message) __attribute__((deprecated))
0456 #  elif defined(_MSC_VER)
0457 #    define ZDICT_DEPRECATED(message) __declspec(deprecated(message))
0458 #  else
0459 #    pragma message("WARNING: You need to implement ZDICT_DEPRECATED for this compiler")
0460 #    define ZDICT_DEPRECATED(message)
0461 #  endif
0462 #endif /* ZDICT_DISABLE_DEPRECATE_WARNINGS */
0463 
0464 ZDICT_DEPRECATED("use ZDICT_finalizeDictionary() instead")
0465 ZDICTLIB_STATIC_API
0466 size_t ZDICT_addEntropyTablesFromBuffer(void* dictBuffer, size_t dictContentSize, size_t dictBufferCapacity,
0467                                   const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples);
0468 
0469 
0470 #endif   /* ZSTD_ZDICT_H_STATIC */
0471 
0472 #if defined (__cplusplus)
0473 }
0474 #endif