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1 /* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */
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2
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3 /*
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4 VampyHost
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5
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6 Use Vamp audio analysis plugins in Python
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7
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8 Gyorgy Fazekas and Chris Cannam
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9 Centre for Digital Music, Queen Mary, University of London
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10 Copyright 2008-2014 Queen Mary, University of London
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11
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12 Permission is hereby granted, free of charge, to any person
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13 obtaining a copy of this software and associated documentation
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14 files (the "Software"), to deal in the Software without
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15 restriction, including without limitation the rights to use, copy,
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16 modify, merge, publish, distribute, sublicense, and/or sell copies
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17 of the Software, and to permit persons to whom the Software is
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18 furnished to do so, subject to the following conditions:
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19
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20 The above copyright notice and this permission notice shall be
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21 included in all copies or substantial portions of the Software.
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22
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23 THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
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24 EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
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25 MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
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26 NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR
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27 ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
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28 CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
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29 WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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30
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31 Except as contained in this notice, the names of the Centre for
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32 Digital Music; Queen Mary, University of London; and the authors
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33 shall not be used in advertising or otherwise to promote the sale,
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34 use or other dealings in this Software without prior written
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35 authorization.
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36 */
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37
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38 /*
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39 PyTypeConversions: Type safe conversion utilities between Python
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40 types and basic C/C++ types.
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41 */
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42
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43 #ifndef PY_TYPE_CONVERSIONS_H
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44 #define PY_TYPE_CONVERSIONS_H
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45
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46 #include <Python.h>
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47
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48 #ifdef HAVE_NUMPY
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49 #define PY_ARRAY_UNIQUE_SYMBOL VAMPY_ARRAY_API
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50 #define NO_IMPORT_ARRAY
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51 #define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION
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52 #include "numpy/arrayobject.h"
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53 #endif
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54
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55 #include <vector>
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56 #include <queue>
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57 #include <string>
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58 #include <sstream>
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59 #include <iostream>
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60
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61 using std::cerr;
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62 using std::endl;
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63
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64 #ifdef HAVE_NUMPY
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65 enum eArrayDataType {
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66 dtype_float32 = (int) NPY_FLOAT,
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67 dtype_complex64 = (int) NPY_CFLOAT
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68 };
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69 #endif
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70
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71 /* C++ mapping of PyNone Type */
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72 struct NoneType {};
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73
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74 // Data
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75 class ValueError
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76 {
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77 public:
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78 ValueError() {}
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79 ValueError(std::string m, bool s) : message(m),strict(s) {}
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80 std::string location;
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81 std::string message;
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82 bool strict;
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83 std::string str() const {
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84 return (location.empty()) ? message : message + "\nLocation: " + location;}
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85 void print() const { cerr << str() << endl; }
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86 template<typename V> ValueError &operator<< (const V& v)
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87 {
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88 std::ostringstream ss;
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89 ss << v;
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90 location += ss.str();
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91 return *this;
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92 }
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93 };
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94
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95 class PyTypeConversions
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96 {
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97 public:
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98 PyTypeConversions();
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99 ~PyTypeConversions();
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100
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101 // Utilities
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102 void setStrictTypingFlag(bool b) {m_strict = b;}
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103 void setNumpyInstalled(bool b) {m_numpyInstalled = b;}
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104 ValueError getError() const;
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105 std::string PyValue_Get_TypeName(PyObject*) const;
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106
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107 // Basic type conversion: Python to C++
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108 float PyValue_To_Float(PyObject*) const;
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109 size_t PyValue_To_Size_t(PyObject*) const;
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110 bool PyValue_To_Bool(PyObject*) const;
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111 std::string PyValue_To_String(PyObject*) const;
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112 long PyValue_To_Long(PyObject*) const;
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113 // int PyValue_To_Int(PyObject* pyValue) const;
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114
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115 // C++ to Python
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116 PyObject *PyValue_From_CValue(const char*) const;
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117 PyObject *PyValue_From_CValue(const std::string& x) const { return PyValue_From_CValue(x.c_str()); }
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118 PyObject *PyValue_From_CValue(size_t) const;
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119 PyObject *PyValue_From_CValue(double) const;
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120 PyObject *PyValue_From_CValue(float x) const { return PyValue_From_CValue((double)x); }
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121 PyObject *PyValue_From_CValue(bool) const;
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122
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123 // Sequence types
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124 std::vector<std::string> PyValue_To_StringVector (PyObject*) const;
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125 std::vector<float> PyValue_To_FloatVector (PyObject*) const;
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126 std::vector<float> PyList_To_FloatVector (PyObject*) const;
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127
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128 PyObject *PyValue_From_StringVector(const std::vector<std::string> &) const;
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129
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130 // Numpy types
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131 #ifdef HAVE_NUMPY
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132 std::vector<float> PyArray_To_FloatVector (PyObject *pyValue) const;
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133 PyObject *FloatVector_To_PyArray(const std::vector<float> &) const; // Copying the data
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134 #endif
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135
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136 /// Convert DTYPE type 1D NumpyArray to std::vector<RET>
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137 template<typename RET, typename DTYPE>
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138 std::vector<RET> PyArray_Convert(void* raw_data_ptr, long length, size_t strides) const
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139 {
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140 std::vector<RET> rValue;
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141
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142 /// check if the array is continuous, if not use strides info
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143 if (sizeof(DTYPE)!=strides) {
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144 #ifdef _DEBUG_VALUES
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145 cerr << "Warning: discontinuous numpy array. Strides: " << strides << " bytes. sizeof(dtype): " << sizeof(DTYPE) << endl;
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146 #endif
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147 char* data = (char*) raw_data_ptr;
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148 for (long i = 0; i<length; ++i){
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149 rValue.push_back((RET)(*((DTYPE*)data)));
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150 #ifdef _DEBUG_VALUES
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151 cerr << "value: " << (RET)(*((DTYPE*)data)) << endl;
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152 #endif
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153 data+=strides;
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154 }
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155 return rValue;
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156 }
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157
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158 DTYPE* data = (DTYPE*) raw_data_ptr;
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159 for (long i = 0; i<length; ++i){
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160 #ifdef _DEBUG_VALUES
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161 cerr << "value: " << (RET)data[i] << endl;
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162 #endif
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163 rValue.push_back((RET)data[i]);
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164 }
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165 return rValue;
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166 }
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167
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168 /// this is a special case. numpy.float64 has an array conversions but no array descriptor
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169 std::vector<float> PyArray0D_Convert(PyArrayInterface *ai) const
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170 {
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171 std::vector<float> rValue;
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172 if ((ai->typekind) == *"f")
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173 rValue.push_back((float)*(double*)(ai->data));
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174 else {
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175 setValueError("Unsupported NumPy data type.",m_strict);
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176 return rValue;
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177 }
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178 #ifdef _DEBUG_VALUES
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179 cerr << "value: " << rValue[0] << endl;
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180 #endif
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181 return rValue;
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182 }
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183
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184 private:
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185 bool m_strict;
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186 mutable bool m_error;
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187 mutable std::queue<ValueError> m_errorQueue;
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188 bool m_numpyInstalled;
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189
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190 void setValueError(std::string,bool) const;
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191 ValueError& lastError() const;
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192
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193 public:
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194 const bool& error;
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195
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196 };
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197
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198 #endif
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