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Library.i
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Library.i
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/*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 3 of the License, or
* (at your option) any later version.
*
* Written (W) 2009 Soeren Sonnenburg
* Written (W) 2013 Heiko Strathmann
* Copyright (C) 2009 Fraunhofer Institute FIRST and Max-Planck-Society
* Copyright (c) 2012 Evgeniy Andreev (gsomix)
*/
#ifndef SWIGPYTHON
#define PROTOCOLS_SGVECTOR(class_name, type_name, format_str, typecode)
#endif
%rename(Cache) CCache;
%rename(ListElement) CListElement;
%rename(List) CList;
%rename(Signal) CSignal;
%rename(Time) CTime;
%rename(Hash) CHash;
%rename(StructuredData) CStructuredData;
%rename(DynamicObjectArray) CDynamicObjectArray;
%rename(Tokenizer) CTokenizer;
%rename(DelimiterTokenizer) CDelimiterTokenizer;
%rename(NGramTokenizer) CNGramTokenizer;
%rename(IndexBlock) CIndexBlock;
%rename(IndexBlockRelation) CIndexBlockRelation;
%rename(IndexBlockGroup) CIndexBlockGroup;
%rename(IndexBlockTree) CIndexBlockTree;
%rename(Data) CData;
%rename(IndependentComputationEngine) CIndependentComputationEngine;
%rename(SerialComputationEngine) CSerialComputationEngine;
%ignore RADIX_STACK_SIZE;
%ignore NUMTRAPPEDSIGS;
%ignore TRIE_TERMINAL_CHARACTER;
%ignore NO_CHILD;
/* Templated Datatype Classes */
%include <shogun/lib/DataType.h>
%include <shogun/lib/SGReferencedData.h>
%include <shogun/lib/SGVector.h>
%include <shogun/lib/SGMatrix.h>
%include <shogun/lib/SGSparseVector.h>
%include <shogun/lib/SGSparseMatrix.h>
%include <shogun/lib/SGString.h>
%include <shogun/lib/SGStringList.h>
%include <shogun/lib/SGNDArray.h>
namespace shogun
{
#ifdef USE_BOOL
%template(BoolSparseVector) SGSparseVector<bool>;
#endif
#ifdef USE_CHAR
%template(CharSparseVector) SGSparseVector<char>;
#endif
#ifdef USE_UINT8
%template(ByteSparseVector) SGSparseVector<uint8_t>;
#endif
#ifdef USE_UINT16
%template(WordSparseVector) SGSparseVector<uint16_t>;
#endif
#ifdef USE_INT16
%template(ShortSparseVector) SGSparseVector<int16_t>;
#endif
#ifdef USE_INT32
%template(IntSparseVector) SGSparseVector<int32_t>;
#endif
#ifdef USE_UINT32
%template(UIntSparseVector) SGSparseVector<uint32_t>;
#endif
#ifdef USE_INT64
%template(LongIntSparseVector) SGSparseVector<int64_t>;
#endif
#ifdef USE_UINT64
%template(ULongIntSparseVector) SGSparseVector<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(ShortRealSparseVector) SGSparseVector<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(RealSparseVector) SGSparseVector<float64_t>;
#endif
#ifdef USE_FLOATMAX
%template(LongRealSparseVector) SGSparseVector<floatmax_t>;
#endif
#ifdef USE_COMPLEX128
%template(ComplexSparseVector) SGSparseVector<complex128_t>;
#endif
#ifdef USE_BOOL
%template(BoolSparseMatrix) SGSparseMatrix<bool>;
#endif
#ifdef USE_CHAR
%template(CharSparseMatrix) SGSparseMatrix<char>;
#endif
#ifdef USE_UINT8
%template(ByteSparseMatrix) SGSparseMatrix<uint8_t>;
#endif
#ifdef USE_UINT16
%template(WordSparseMatrix) SGSparseMatrix<uint16_t>;
#endif
#ifdef USE_INT16
%template(ShortSparseMatrix) SGSparseMatrix<int16_t>;
#endif
#ifdef USE_INT32
%template(IntSparseMatrix) SGSparseMatrix<int32_t>;
#endif
#ifdef USE_UINT32
%template(UIntSparseMatrix) SGSparseMatrix<uint32_t>;
#endif
#ifdef USE_INT64
%template(LongIntSparseMatrix) SGSparseMatrix<int64_t>;
#endif
#ifdef USE_UINT64
%template(ULongIntSparseMatrix) SGSparseMatrix<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(ShortRealSparseMatrix) SGSparseMatrix<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(RealSparseMatrix) SGSparseMatrix<float64_t>;
#endif
#ifdef USE_FLOATMAX
%template(LongRealSparseMatrix) SGSparseMatrix<floatmax_t>;
#endif
#ifdef USE_COMPLEX128
%template(ComplexSparseMatrix) SGSparseMatrix<complex128_t>;
#endif
#ifdef USE_BOOL
%template(BoolStringList) SGStringList<bool>;
#endif
#ifdef USE_CHAR
%template(CharStringList) SGStringList<char>;
#endif
#ifdef USE_UINT8
%template(ByteStringList) SGStringList<uint8_t>;
#endif
#ifdef USE_UINT16
%template(WordStringList) SGStringList<uint16_t>;
#endif
#ifdef USE_INT16
%template(ShortStringList) SGStringList<int16_t>;
#endif
#ifdef USE_INT32
%template(IntStringList) SGStringList<int32_t>;
#endif
#ifdef USE_UINT32
%template(UIntStringList) SGStringList<uint32_t>;
#endif
#ifdef USE_INT64
%template(LongIntStringList) SGStringList<int64_t>;
#endif
#ifdef USE_UINT64
%template(ULongIntStringList) SGStringList<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(ShortRealStringList) SGStringList<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(RealStringList) SGStringList<float64_t>;
#endif
#ifdef USE_FLOATMAX
%template(LongRealStringList) SGStringList<floatmax_t>;
#endif
#ifdef USE_BOOL
%template(BoolString) SGString<bool>;
#endif
#ifdef USE_CHAR
%template(CharString) SGString<char>;
#endif
#ifdef USE_UINT8
%template(ByteString) SGString<uint8_t>;
#endif
#ifdef USE_UINT16
%template(WordString) SGString<uint16_t>;
#endif
#ifdef USE_INT16
%template(ShortString) SGString<int16_t>;
#endif
#ifdef USE_INT32
%template(IntString) SGString<int32_t>;
#endif
#ifdef USE_UINT32
%template(UIntString) SGString<uint32_t>;
#endif
#ifdef USE_INT64
%template(LongIntString) SGString<int64_t>;
#endif
#ifdef USE_UINT64
%template(ULongIntString) SGString<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(ShortRealString) SGString<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(RealString) SGString<float64_t>;
#endif
#ifdef USE_FLOATMAX
%template(LongRealString) SGString<floatmax_t>;
#endif
#if !defined(SWIGPERL)
%ignore SGVector<float64_t>::operator+=;
%ignore SGVector<float64_t>::operator+;
#endif
#ifdef USE_BOOL
PROTOCOLS_SGVECTOR(BoolVector, bool, "?\0", NPY_BOOL)
%template(BoolVector) SGVector<bool>;
#endif
#ifdef USE_CHAR
PROTOCOLS_SGVECTOR(CharVector, char, "c\0", NPY_STRING)
%template(CharVector) SGVector<char>;
#endif
#ifdef USE_UINT8
PROTOCOLS_SGVECTOR(ByteVector, uint8_t, "B\0", NPY_UINT8)
%template(ByteVector) SGVector<uint8_t>;
#endif
#ifdef USE_UINT16
PROTOCOLS_SGVECTOR(WordVector, uint16_t, "H\0", NPY_UINT16)
%template(WordVector) SGVector<uint16_t>;
#endif
#ifdef USE_INT16
PROTOCOLS_SGVECTOR(ShortVector, int16_t, "h\0", NPY_INT16)
%template(ShortVector) SGVector<int16_t>;
#endif
#ifdef USE_INT32
PROTOCOLS_SGVECTOR(IntVector, int32_t, "i\0", NPY_INT32)
%template(IntVector) SGVector<int32_t>;
#endif
#ifdef USE_INT64
PROTOCOLS_SGVECTOR(LongIntVector, int64_t, "l\0", NPY_INT64)
%template(LongIntVector) SGVector<int64_t>;
#endif
#ifdef USE_UINT64
PROTOCOLS_SGVECTOR(ULongIntVector, int64_t, "L\0", NPY_UINT64)
%template(ULongIntVector) SGVector<uint64_t>;
#endif
#ifdef USE_FLOAT32
PROTOCOLS_SGVECTOR(ShortRealVector, float32_t, "f\0", NPY_FLOAT32)
%template(ShortRealVector) SGVector<float32_t>;
#endif
#ifdef USE_FLOAT64
PROTOCOLS_SGVECTOR(RealVector, float64_t, "d\0", NPY_FLOAT64)
%template(RealVector) SGVector<float64_t>;
#endif
#ifdef USE_FLOATMAX
%template(LongRealVector) SGVector<floatmax_t>;
#endif
#ifdef USE_COMPLEX128
PROTOCOLS_SGVECTOR(ComplexVector, complex128_t, "d\0", NPY_CDOUBLE)
%template(ComplexVector) SGVector<complex128_t>;
#endif
#ifdef USE_BOOL
%template(BoolMatrix) SGMatrix<bool>;
#endif
#ifdef USE_CHAR
%template(CharMatrix) SGMatrix<char>;
#endif
#ifdef USE_UINT8
%template(ByteMatrix) SGMatrix<uint8_t>;
#endif
#ifdef USE_UINT16
%template(WordMatrix) SGMatrix<uint16_t>;
#endif
#ifdef USE_INT16
%template(ShortMatrix) SGMatrix<int16_t>;
#endif
#ifdef USE_INT32
%template(IntMatrix) SGMatrix<int32_t>;
#endif
#ifdef USE_UINT32
%template(UIntMatrix) SGMatrix<uint32_t>;
#endif
#ifdef USE_INT64
%template(LongIntMatrix) SGMatrix<int64_t>;
#endif
#ifdef USE_UINT64
%template(ULongIntMatrix) SGMatrix<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(ShortRealMatrix) SGMatrix<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(RealMatrix) SGMatrix<float64_t>;
#endif
#ifdef USE_FLOATMAX
%template(LongRealMatrix) SGMatrix<floatmax_t>;
#endif
#ifdef USE_COMPLEX128
%template(ComplexMatrix) SGMatrix<complex128_t>;
#endif
#ifdef USE_BOOL
%template(BoolNDArray) SGNDArray<bool>;
#endif
#ifdef USE_CHAR
%template(CharNDArray) SGNDArray<char>;
#endif
#ifdef USE_UINT16
%template(WordNDArray) SGNDArray<uint16_t>;
#endif
#ifdef USE_UINT8
%template(ByteNDArray) SGNDArray<uint8_t>;
#endif
#ifdef USE_INT16
%template(ShortNDArray) SGNDArray<int16_t>;
#endif
#ifdef USE_INT32
%template(IntNDArray) SGNDArray<int32_t>;
#endif
#ifdef USE_UINT32
%template(UIntNDArray) SGNDArray<uint32_t>;
#endif
#ifdef USE_INT64
%template(LongIntNDArray) SGNDArray<int64_t>;
#endif
#ifdef USE_UINT64
%template(ULongIntNDArray) SGNDArray<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(ShortRealNDArray) SGNDArray<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(RealNDArray) SGNDArray<float64_t>;
#endif
#ifdef USE_FLOATMAX
%template(LongRealNDArray) SGNDArray<floatmax_t>;
#endif
}
/* Include Class Headers to make them visible from within the target language */
/* Template Class DynamicArray */
%include <shogun/lib/DynamicArray.h>
%include <shogun/base/DynArray.h>
namespace shogun
{
#ifdef USE_CHAR
%template(DynamicCharArray) CDynamicArray<char>;
#endif
#ifdef USE_UINT8
%template(DynamicByteArray) CDynamicArray<uint8_t>;
#endif
#ifdef USE_INT16
%template(DynamicShortArray) CDynamicArray<int16_t>;
#endif
#ifdef USE_UINT16
%template(DynamicWordArray) CDynamicArray<uint16_t>;
#endif
#ifdef USE_INT32
%template(DynamicIntArray) CDynamicArray<int32_t>;
#endif
#ifdef USE_UINT32
%template(DynamicUIntArray) CDynamicArray<uint32_t>;
#endif
#ifdef USE_INT64
%template(DynamicLongArray) CDynamicArray<int64_t>;
#endif
#ifdef USE_UINT64
%template(DynamicULongArray) CDynamicArray<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(DynamicShortRealArray) CDynamicArray<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(DynamicRealArray) CDynamicArray<float64_t>;
#endif
%template(DynamicPlifArray) DynArray<shogun::CPlifBase*>;
}
/* Template Class GCArray */
%include <shogun/lib/GCArray.h>
namespace shogun
{
%template(PlifGCArray) CGCArray<shogun::CPlifBase*>;
}
/* Hash */
%include <shogun/lib/Hash.h>
%include <shogun/lib/Tokenizer.h>
%include <shogun/lib/DelimiterTokenizer.h>
%include <shogun/lib/NGramTokenizer.h>
%include <shogun/lib/Cache.h>
%include <shogun/lib/List.h>
%include <shogun/lib/Signal.h>
%include <shogun/lib/Time.h>
%include <shogun/lib/Trie.h>
%include <shogun/lib/Compressor.h>
%include <shogun/lib/StructuredDataTypes.h>
%include <shogun/lib/StructuredData.h>
%include <shogun/lib/DynamicObjectArray.h>
namespace shogun
{
/* Specialize DynamicObjectArray::append_element function */
%template(append_element_real) CDynamicObjectArray::append_element<float64_t>;
%template(append_element_float) CDynamicObjectArray::append_element<float32_t>;
%template(append_element_int) CDynamicObjectArray::append_element<int32_t>;
%template(append_element_real_vector) CDynamicObjectArray::append_element<SGVector<float64_t>>;
%template(append_element_float_vector) CDynamicObjectArray::append_element<SGVector<float32_t>>;
%template(append_element_real_matrix) CDynamicObjectArray::append_element<SGMatrix<float64_t>>;
%template(append_element_float_matrix) CDynamicObjectArray::append_element<SGMatrix<float32_t>>;
}
%include <shogun/lib/IndexBlock.h>
%include <shogun/lib/IndexBlockRelation.h>
%include <shogun/lib/IndexBlockGroup.h>
%include <shogun/lib/IndexBlockTree.h>
%include <shogun/lib/Data.h>
/* Computation framework */
/* Computation Engine */
%rename (IndependentComputationEngine) CIndependentComputationEngine;
%rename (SerialComputationEngine) CSerialComputationEngine;
%include <shogun/lib/computation/engine/IndependentComputationEngine.h>
%include <shogun/lib/computation/engine/SerialComputationEngine.h>
/* Independent compution-job */
%include <shogun/lib/computation/job/IndependentJob.h>
/* Independent computation-job results */
%rename (JobResult) CJobResult;
%include <shogun/lib/computation/jobresult/JobResult.h>
%include <shogun/lib/computation/jobresult/ScalarResult.h>
namespace shogun
{
#ifdef USE_CHAR
%template(ScalarCharResult) CScalarResult<char>;
#endif
#ifdef USE_BOOL
%template(ScalarBoolResult) CScalarResult<bool>;
#endif
#ifdef USE_UINT8
%template(ScalarByteResult) CScalarResult<uint8_t>;
#endif
#ifdef USE_INT16
%template(ScalarShortResult) CScalarResult<int16_t>;
#endif
#ifdef USE_UINT16
%template(ScalarWordResult) CScalarResult<uint16_t>;
#endif
#ifdef USE_INT32
%template(ScalarIntResult) CScalarResult<int32_t>;
#endif
#ifdef USE_UINT32
%template(ScalarUIntResult) CScalarResult<uint32_t>;
#endif
#ifdef USE_INT64
%template(ScalarLongResult) CScalarResult<int64_t>;
#endif
#ifdef USE_UINT64
%template(ScalarULongResult) CScalarResult<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(ScalarShortRealResult) CScalarResult<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(ScalarRealResult) CScalarResult<float64_t>;
#endif
}
%include <shogun/lib/computation/jobresult/VectorResult.h>
namespace shogun
{
#ifdef USE_CHAR
%template(VectorCharResult) CVectorResult<char>;
#endif
#ifdef USE_BOOL
%template(VectorBoolResult) CVectorResult<bool>;
#endif
#ifdef USE_UINT8
%template(VectorByteResult) CVectorResult<uint8_t>;
#endif
#ifdef USE_INT16
%template(VectorShortResult) CVectorResult<int16_t>;
#endif
#ifdef USE_UINT16
%template(VectorWordResult) CVectorResult<uint16_t>;
#endif
#ifdef USE_INT32
%template(VectorIntResult) CVectorResult<int32_t>;
#endif
#ifdef USE_UINT32
%template(VectorUIntResult) CVectorResult<uint32_t>;
#endif
#ifdef USE_INT64
%template(VectorLongResult) CVectorResult<int64_t>;
#endif
#ifdef USE_UINT64
%template(VectorULongResult) CVectorResult<uint64_t>;
#endif
#ifdef USE_FLOAT32
%template(VectorShortRealResult) CVectorResult<float32_t>;
#endif
#ifdef USE_FLOAT64
%template(VectorRealResult) CVectorResult<float64_t>;
#endif
}