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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-07 19:33:14 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-07 19:33:14 +0000 |
commit | 36d22d82aa202bb199967e9512281e9a53db42c9 (patch) | |
tree | 105e8c98ddea1c1e4784a60a5a6410fa416be2de /intl/icu/source/common/mlbe.h | |
parent | Initial commit. (diff) | |
download | firefox-esr-36d22d82aa202bb199967e9512281e9a53db42c9.tar.xz firefox-esr-36d22d82aa202bb199967e9512281e9a53db42c9.zip |
Adding upstream version 115.7.0esr.upstream/115.7.0esrupstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'intl/icu/source/common/mlbe.h')
-rw-r--r-- | intl/icu/source/common/mlbe.h | 116 |
1 files changed, 116 insertions, 0 deletions
diff --git a/intl/icu/source/common/mlbe.h b/intl/icu/source/common/mlbe.h new file mode 100644 index 0000000000..38de47e5f5 --- /dev/null +++ b/intl/icu/source/common/mlbe.h @@ -0,0 +1,116 @@ +// © 2022 and later: Unicode, Inc. and others. +// License & terms of use: http://www.unicode.org/copyright.html + +#ifndef MLBREAKENGINE_H +#define MLBREAKENGINE_H + +#include "hash.h" +#include "unicode/resbund.h" +#include "unicode/uniset.h" +#include "unicode/utext.h" +#include "uvectr32.h" + +U_NAMESPACE_BEGIN + +#if !UCONFIG_NO_BREAK_ITERATION + +/** + * A machine learning break engine for the phrase breaking in Japanese. + */ +class MlBreakEngine : public UMemory { + public: + /** + * Constructor. + * + * @param digitOrOpenPunctuationOrAlphabetSet An UnicodeSet with the digit, open punctuation and + * alphabet. + * @param closePunctuationSet An UnicodeSet with close punctuation. + * @param status Information on any errors encountered. + */ + MlBreakEngine(const UnicodeSet &digitOrOpenPunctuationOrAlphabetSet, + const UnicodeSet &closePunctuationSet, UErrorCode &status); + + /** + * Virtual destructor. + */ + virtual ~MlBreakEngine(); + + public: + /** + * Divide up a range of characters handled by this break engine. + * + * @param inText A UText representing the text + * @param rangeStart The start of the range of the characters + * @param rangeEnd The end of the range of the characters + * @param foundBreaks Output of C array of int32_t break positions, or 0 + * @param inString The normalized string of text ranging from rangeStart to rangeEnd + * @param inputMap The vector storing the native index of inText + * @param status Information on any errors encountered. + * @return The number of breaks found + */ + int32_t divideUpRange(UText *inText, int32_t rangeStart, int32_t rangeEnd, + UVector32 &foundBreaks, const UnicodeString &inString, + const LocalPointer<UVector32> &inputMap, UErrorCode &status) const; + + private: + /** + * Load the machine learning's model file. + * + * @param error Information on any errors encountered. + */ + void loadMLModel(UErrorCode &error); + + /** + * In the machine learning's model file, specify the name of the key and value to load the + * corresponding feature and its score. + * + * @param rb A ResouceBundle corresponding to the model file. + * @param keyName The kay name in the model file. + * @param valueName The value name in the model file. + * @param model A hashtable to store the pairs of the feature and its score. + * @param error Information on any errors encountered. + */ + void initKeyValue(UResourceBundle *rb, const char *keyName, const char *valueName, + Hashtable &model, UErrorCode &error); + + /** + * Initialize the index list from the input string. + * + * @param inString A input string to be segmented. + * @param indexList A code unit index list of inString. + * @param status Information on any errors encountered. + * @return The number of code units of the first four characters in inString. + */ + int32_t initIndexList(const UnicodeString &inString, int32_t *indexList, + UErrorCode &status) const; + + /** + * Evaluate whether the index is a potential breakpoint. + * + * @param inString A input string to be segmented. + * @param indexList A code unit index list of the inString. + * @param startIdx The start index of the indexList. + * @param numCodeUnits The current code unit boundary of the indexList. + * @param numBreaks The accumulated number of breakpoints. + * @param boundary A vector including the index of the breakpoint. + * @param status Information on any errors encountered. + * @return The number of breakpoints + */ + int32_t evaluateBreakpoint(const UnicodeString &inString, int32_t *indexList, int32_t startIdx, + int32_t numCodeUnits, int32_t numBreaks, UVector32 &boundary, + UErrorCode &status) const; + + void printUnicodeString(const UnicodeString &s) const; + + UnicodeSet fDigitOrOpenPunctuationOrAlphabetSet; + UnicodeSet fClosePunctuationSet; + Hashtable fModel[13]; // {UW1, UW2, ... UW6, BW1, ... BW3, TW1, TW2, ... TW4} 6+3+4= 13 + int32_t fNegativeSum; +}; + +#endif + +U_NAMESPACE_END + +/* MLBREAKENGINE_H */ +#endif |