Add COVER dictionary builder
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lib/dictBuilder/cover.c
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lib/dictBuilder/cover.c
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@ -86,6 +86,58 @@ ZDICTLIB_API size_t ZDICT_trainFromBuffer_advanced(void* dictBuffer, size_t dict
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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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/*! COVER_params_t :
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For all values 0 means default.
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kMin and d are the only required parameters.
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*/
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typedef struct {
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unsigned d; /* dmer size : constraint: <= kMin : Should probably be in the range [6, 16]. */
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unsigned kMin; /* Minimum segment size : constraint: > 0 */
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unsigned kStep; /* Try kStep segment lengths uniformly distributed in the range [kMin, kMax] : 0 (default) only if kMax == 0 */
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unsigned kMax; /* Maximum segment size : 0 = kMin (default) : constraint : 0 or >= kMin */
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unsigned smoothing; /* Higher smoothing => larger segments are selected. Only useful if kMax > kMin. */
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unsigned notificationLevel; /* Write to stderr; 0 = none (default); 1 = errors; 2 = progression; 3 = details; 4 = debug; */
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unsigned dictID; /* 0 means auto mode (32-bits random value); other : force dictID value */
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int compressionLevel; /* 0 means default; target a specific zstd compression level */
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} COVER_params_t;
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/*! COVER_trainFromBuffer() :
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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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Tips : In general, a reasonable dictionary has a size of ~ 100 KB.
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It's obviously possible to target smaller or larger ones, just by specifying different `dictBufferCapacity`.
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In general, it's recommended to provide a few thousands samples, but 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 COVER_trainFromBuffer(void* dictBuffer, size_t dictBufferCapacity,
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const void* samplesBuffer, const size_t* samplesSizes, unsigned nbSamples,
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COVER_params_t parameters);
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/*! COVER_optimizeTrainFromBuffer() :
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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, and the dictionary
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constructed with those parameters is stored in `dictBuffer`.
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All of the {d, kMin, kStep, kMax} are optional, and smoothing is ignored.
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If d is non-zero then we don't check multiple values of d, otherwise we check d = {6, 8, 10, 12, 14, 16}.
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If kStep is non-zero then it is used, otherwise we pick 8.
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If kMin and kMax are non-zero, then they limit the search space for kMin and kMax,
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otherwise we check kMin and kMax values in the range [32, 1024].
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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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*/
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ZDICTLIB_API size_t COVER_optimizeTrainFromBuffer(void* dictBuffer, size_t dictBufferCapacity,
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const void* samplesBuffer, const size_t *samplesSizes, unsigned nbSamples,
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COVER_params_t *parameters);
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/*! ZDICT_finalizeDictionary() :
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