1 | #!/usr/bin/env python |
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2 | """ WrapperGenerator class to generate model code automatically. |
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3 | """ |
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4 | |
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5 | import os, sys, re |
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6 | import lineparser |
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7 | |
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8 | class WrapperGenerator(object): |
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9 | """ Python wrapper generator for C models |
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10 | |
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11 | The developer must provide a header file describing |
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12 | the new model. |
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13 | |
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14 | To provide the name of the Python class to be |
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15 | generated, the .h file must contain the following |
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16 | string in the comments: |
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17 | |
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18 | // [PYTHONCLASS] = my_model |
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19 | |
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20 | where my_model must be replaced by the name of the |
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21 | class that you want to import from sas.models. |
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22 | (example: [PYTHONCLASS] = MyModel |
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23 | will create a class MyModel in sas.models.MyModel. |
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24 | It will also create a class CMyModel in |
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25 | sas_extension.c_models.) |
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26 | |
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27 | Also in comments, each parameter of the params |
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28 | dictionary must be declared with a default value |
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29 | in the following way: |
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30 | |
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31 | // [DEFAULT]=param_name=default_value |
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32 | |
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33 | (example: |
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34 | // [DEFAULT]=radius=20.0 |
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35 | ) |
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36 | |
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37 | See cylinder.h for an example. |
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38 | |
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39 | A .c file corresponding to the .h file should also |
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40 | be provided (example: my_model.h, my_model.c). |
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41 | |
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42 | The .h file should define two function definitions. For example, |
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43 | cylinder.h defines the following: |
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44 | |
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45 | /// 1D scattering function |
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46 | double cylinder_analytical_1D(CylinderParameters *pars, double q); |
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47 | |
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48 | /// 2D scattering function |
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49 | double cylinder_analytical_2D(CylinderParameters *pars, double q, double phi); |
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50 | |
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51 | The .c file implements those functions. |
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52 | |
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53 | @author: Mathieu Doucet / UTK |
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54 | @contact: mathieu.doucet@nist.gov |
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55 | """ |
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56 | |
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57 | def __init__(self, filename, output_dir='.', c_wrapper_dir='.'): |
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58 | """ Initialization """ |
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59 | |
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60 | ## Name of .h file to generate wrapper from |
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61 | self.file = filename |
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62 | |
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63 | # Info read from file |
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64 | |
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65 | ## Name of python class to write |
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66 | self.pythonClass = None |
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67 | ## Parser in struct section |
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68 | self.inStruct = False |
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69 | self.foundCPP = False |
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70 | self.inParDefs = False |
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71 | ## Name of struct for the c object |
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72 | self.structName = None |
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73 | ## Dictionary of parameters |
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74 | self.params = {} |
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75 | ## ModelCalculation module flag |
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76 | self.modelCalcFlag = False |
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77 | ## List of default parameters (text) |
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78 | self.default_list = "" |
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79 | ## Dictionary of units |
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80 | self.details = "" |
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81 | ## List of dispersed parameters |
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82 | self.disp_params = [] |
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83 | #model description |
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84 | self.description = '' |
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85 | # paramaters for fittable |
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86 | self.fixed = [] |
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87 | # paramaters for non-fittable |
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88 | self.non_fittable = [] |
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89 | ## parameters with orientation |
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90 | self.orientation_params = [] |
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91 | ## parameter with magnetism |
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92 | self.magentic_params = [] |
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93 | # Model category |
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94 | self.category = None |
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95 | # Whether model belongs to multifunc |
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96 | self.is_multifunc = False |
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97 | ## output directory for wrappers |
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98 | self.output_dir = output_dir |
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99 | self.c_wrapper_dir = c_wrapper_dir |
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100 | |
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101 | def __repr__(self): |
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102 | """ Simple output for printing """ |
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103 | |
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104 | rep = "\n Python class: %s\n\n" % self.pythonClass |
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105 | rep += " struc name: %s\n\n" % self.structName |
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106 | rep += " params: %s\n\n" % self.params |
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107 | rep += " description: %s\n\n" % self.description |
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108 | rep += " Fittable parameters: %s\n\n" % self.fixed |
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109 | rep += " Non-Fittable parameters: %s\n\n" % self.non_fittable |
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110 | rep += " Orientation parameters: %s\n\n" % self.orientation_params |
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111 | rep += " Magnetic parameters: %s\n\n" % self.magnetic_params |
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112 | return rep |
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113 | |
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114 | def read(self): |
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115 | """ Reads in the .h file to catch parameters of the wrapper """ |
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116 | |
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117 | # Check if the file is there |
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118 | if not os.path.isfile(self.file): |
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119 | raise ValueError, "File %s is not a regular file" % self.file |
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120 | |
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121 | # Read file |
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122 | f = open(self.file, 'r') |
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123 | buf = f.read() |
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124 | |
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125 | self.default_list = "\n List of default parameters:\n\n" |
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126 | #lines = string.split(buf,'\n') |
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127 | lines = buf.split('\n') |
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128 | self.details = "## Parameter details [units, min, max]\n" |
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129 | self.details += " self.details = {}\n" |
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130 | |
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131 | #open item in this case Fixed |
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132 | text = 'text' |
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133 | key2 = "<%s>" % text.lower() |
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134 | # close an item in this case fixed |
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135 | text = 'TexT' |
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136 | key3 = "</%s>" % text.lower() |
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137 | |
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138 | ## Catch fixed parameters |
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139 | key = "[FIXED]" |
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140 | try: |
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141 | self.fixed = lineparser.readhelper(lines, key, |
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142 | key2, key3, file=self.file) |
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143 | except: |
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144 | raise |
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145 | ## Catch non-fittable parameters parameters |
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146 | key = "[NON_FITTABLE_PARAMS]" |
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147 | try: |
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148 | self.non_fittable = lineparser.readhelper(lines, key, key2, |
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149 | key3, file=self.file) |
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150 | except: |
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151 | raise |
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152 | |
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153 | ## Catch parameters with orientation |
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154 | key = "[ORIENTATION_PARAMS]" |
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155 | try: |
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156 | self.orientation_params = lineparser.readhelper(lines, key, |
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157 | key2, key3, file=self.file) |
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158 | except: |
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159 | raise |
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160 | |
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161 | ## Catch parameters with orientation |
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162 | key = "[MAGNETIC_PARAMS]" |
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163 | try: |
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164 | self.magnetic_params = lineparser.readhelper(lines, key, |
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165 | key2, key3, file=self.file) |
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166 | except: |
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167 | raise |
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168 | |
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169 | ## Catch Description |
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170 | key = "[DESCRIPTION]" |
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171 | |
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172 | find_description = False |
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173 | temp = "" |
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174 | for line in lines: |
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175 | if line.count(key) > 0: |
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176 | try: |
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177 | find_description = True |
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178 | index = line.index(key) |
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179 | toks = line[index:].split("=", 1) |
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180 | temp = toks[1].lstrip().rstrip() |
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181 | text = 'text' |
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182 | key2 = "<%s>" % text.lower() |
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183 | if re.match(key2, temp) != None: |
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184 | |
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185 | toks2 = temp.split(key2, 1) |
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186 | self.description = toks2[1] |
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187 | text = 'text' |
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188 | key2 = "</%s>" % text.lower() |
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189 | if re.search(key2, toks2[1]) != None: |
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190 | temp = toks2[1].split(key2, 1) |
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191 | self.description = temp[0] |
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192 | break |
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193 | |
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194 | else: |
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195 | self.description = temp |
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196 | break |
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197 | except: |
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198 | raise ValueError, "Could not parse file %s" % self.file |
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199 | elif find_description: |
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200 | text = 'text' |
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201 | key2 = "</%s>" % text.lower() |
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202 | if re.search(key2, line) != None: |
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203 | tok = line.split(key2, 1) |
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204 | temp = tok[0].split("//", 1) |
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205 | self.description += tok[1].lstrip().rstrip() |
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206 | break |
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207 | else: |
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208 | if re.search("//", line) != None: |
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209 | temp = line.split("//", 1) |
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210 | self.description += '\n\t\t' + temp[1].lstrip().rstrip() |
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211 | |
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212 | else: |
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213 | self.description += '\n\t\t' + line.lstrip().rstrip() |
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214 | |
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215 | |
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216 | |
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217 | for line in lines: |
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218 | |
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219 | # Catch class name |
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220 | key = "[PYTHONCLASS]" |
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221 | if line.count(key) > 0: |
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222 | try: |
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223 | index = line.index(key) |
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224 | toks = line[index:].split("=") |
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225 | self.pythonClass = toks[1].lstrip().rstrip() |
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226 | |
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227 | except: |
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228 | raise ValueError, "Could not parse file %s" % self.file |
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229 | |
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230 | key = "[CATEGORY]" |
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231 | if line.count(key) > 0: |
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232 | try: |
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233 | index = line.index(key) |
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234 | toks = line[index:].split("=") |
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235 | self.category = toks[1].lstrip().rstrip() |
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236 | |
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237 | except: |
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238 | raise ValueError, "Could not parse file %s" % self.file |
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239 | |
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240 | # is_multifunc |
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241 | key = "[MULTIPLICITY_INFO]" |
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242 | if line.count(key) > 0: |
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243 | self.is_multifunc = True |
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244 | try: |
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245 | index = line.index(key) |
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246 | toks = line[index:].split("=") |
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247 | self.multiplicity_info = toks[1].lstrip().rstrip() |
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248 | except: |
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249 | raise ValueError, "Could not parse file %s" % self.file |
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250 | |
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251 | # Catch struct name |
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252 | # C++ class definition |
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253 | if line.count("class") > 0: |
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254 | # We are entering a class definition |
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255 | self.inParDefs = True |
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256 | self.foundCPP = True |
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257 | |
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258 | # Old-Style C struct definition |
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259 | if line.count("typedef struct") > 0: |
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260 | # We are entering a struct block |
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261 | self.inParDefs = True |
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262 | self.inStruct = True |
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263 | |
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264 | if self.inParDefs and line.count("}") > 0: |
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265 | # We are exiting a struct block |
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266 | self.inParDefs = False |
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267 | |
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268 | if self.inStruct: |
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269 | self.inStruct = False |
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270 | # Catch the name of the struct |
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271 | index = line.index("}") |
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272 | toks = line[index + 1:].split(";") |
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273 | # Catch pointer definition |
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274 | toks2 = toks[0].split(',') |
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275 | self.structName = toks2[0].lstrip().rstrip() |
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276 | |
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277 | # Catch struct content |
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278 | key = "[DEFAULT]" |
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279 | if self.inParDefs and line.count(key) > 0: |
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280 | # Found a new parameter |
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281 | try: |
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282 | index = line.index(key) |
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283 | toks = line[index:].split("=") |
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284 | toks2 = toks[2].split() |
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285 | val = float(toks2[0]) |
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286 | self.params[toks[1]] = val |
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287 | #self.pythonClass = toks[1].lstrip().rstrip() |
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288 | units = "" |
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289 | if len(toks2) >= 2: |
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290 | units = toks2[1] |
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291 | self.default_list += " * %-15s = %s %s\n" % \ |
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292 | (toks[1], val, units) |
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293 | |
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294 | # Check for min and max |
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295 | value_min = "None" |
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296 | value_max = "None" |
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297 | if len(toks2) == 4: |
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298 | value_min = toks2[2] |
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299 | value_max = toks2[3] |
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300 | |
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301 | self.details += " self.details['%s'] = ['%s', %s, %s]\n" % \ |
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302 | (toks[1].lstrip().rstrip(), units.lstrip().rstrip(), value_min, value_max) |
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303 | except: |
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304 | raise ValueError, "Could not parse input file %s \n %s" % \ |
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305 | (self.file, sys.exc_value) |
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306 | |
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307 | |
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308 | # Catch need for numerical calculations |
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309 | key = "CalcParameters calcPars" |
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310 | if line.count(key) > 0: |
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311 | self.modelCalcFlag = True |
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312 | |
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313 | # Catch list of dispersed parameters |
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314 | key = "[DISP_PARAMS]" |
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315 | if line.count(key) > 0: |
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316 | try: |
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317 | index = line.index(key) |
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318 | toks = line[index:].split("=") |
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319 | list_str = toks[1].lstrip().rstrip() |
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320 | self.disp_params = list_str.split(',') |
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321 | except: |
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322 | raise ValueError, "Could not parse file %s" % self.file |
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323 | |
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324 | def write_c_wrapper(self): |
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325 | """ Writes the C file to create the python extension class |
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326 | The file is written in C[PYTHONCLASS].c |
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327 | """ |
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328 | file_path = os.path.join(self.c_wrapper_dir, |
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329 | "C" + self.pythonClass + '.cpp') |
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330 | file = open(file_path, 'w') |
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331 | |
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332 | template = open(os.path.join(os.path.dirname(__file__), |
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333 | "classTemplate.txt"), 'r') |
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334 | |
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335 | tmp_buf = template.read() |
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336 | #tmp_lines = string.split(tmp_buf,'\n') |
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337 | tmp_lines = tmp_buf.split('\n') |
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338 | |
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339 | for tmp_line in tmp_lines: |
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340 | |
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341 | # Catch class name |
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342 | newline = self.replaceToken(tmp_line, |
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343 | "[PYTHONCLASS]", 'C' + self.pythonClass) |
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344 | #Catch model description |
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345 | #newline = self.replaceToken(tmp_line, |
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346 | # "[DESCRIPTION]", self.description) |
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347 | # Catch C model name |
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348 | newline = self.replaceToken(newline, |
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349 | "[CMODEL]", self.pythonClass) |
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350 | |
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351 | # Catch class name |
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352 | newline = self.replaceToken(newline, |
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353 | "[MODELSTRUCT]", self.structName) |
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354 | |
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355 | # Sort model initialization based on multifunc |
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356 | if self.is_multifunc: |
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357 | line = "int level = 1;\nPyArg_ParseTuple(args,\"i\",&level);\n" |
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358 | line += "self->model = new " + self.pythonClass + "(level);" |
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359 | else: |
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360 | line = "self->model = new " + self.pythonClass + "();" |
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361 | |
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362 | newline = self.replaceToken(newline, "[INITIALIZE_MODEL]", line) |
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363 | |
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364 | # Dictionary initialization |
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365 | param_str = "// Initialize parameter dictionary\n" |
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366 | for par in self.params: |
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367 | param_str += " PyDict_SetItemString(self->params,\"%s\",Py_BuildValue(\"d\",%10.12f));\n" % \ |
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368 | (par, self.params[par]) |
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369 | |
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370 | if len(self.disp_params) > 0: |
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371 | param_str += " // Initialize dispersion / averaging parameter dict\n" |
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372 | param_str += " DispersionVisitor* visitor = new DispersionVisitor();\n" |
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373 | param_str += " PyObject * disp_dict;\n" |
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374 | for par in self.disp_params: |
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375 | par = par.strip() |
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376 | if par == '': |
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377 | continue |
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378 | param_str += " disp_dict = PyDict_New();\n" |
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379 | param_str += " self->model->%s.dispersion->accept_as_source(visitor, self->model->%s.dispersion, disp_dict);\n" % (par, par) |
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380 | param_str += " PyDict_SetItemString(self->dispersion, \"%s\", disp_dict);\n" % par |
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381 | |
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382 | # Initialize dispersion object dictionnary |
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383 | param_str += "\n" |
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384 | |
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385 | |
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386 | newline = self.replaceToken(newline, |
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387 | "[INITDICTIONARY]", param_str) |
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388 | |
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389 | # Read dictionary |
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390 | param_str = " // Reader parameter dictionary\n" |
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391 | for par in self.params: |
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392 | param_str += " self->model->%s = PyFloat_AsDouble( PyDict_GetItemString(self->params, \"%s\") );\n" % \ |
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393 | (par, par) |
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394 | |
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395 | if len(self.disp_params) > 0: |
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396 | param_str += " // Read in dispersion parameters\n" |
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397 | param_str += " PyObject* disp_dict;\n" |
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398 | param_str += " DispersionVisitor* visitor = new DispersionVisitor();\n" |
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399 | for par in self.disp_params: |
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400 | par = par.strip() |
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401 | if par == '': |
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402 | continue |
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403 | param_str += " disp_dict = PyDict_GetItemString(self->dispersion, \"%s\");\n" % par |
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404 | param_str += " self->model->%s.dispersion->accept_as_destination(visitor, self->model->%s.dispersion, disp_dict);\n" % (par, par) |
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405 | |
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406 | newline = self.replaceToken(newline, "[READDICTIONARY]", param_str) |
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407 | |
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408 | # Name of .c file |
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409 | #toks = string.split(self.file,'.') |
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410 | basename = os.path.basename(self.file) |
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411 | toks = basename.split('.') |
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412 | newline = self.replaceToken(newline, "[C_FILENAME]", toks[0]) |
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413 | |
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414 | # Include file |
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415 | basename = os.path.basename(self.file) |
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416 | newline = self.replaceToken(newline, |
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417 | "[INCLUDE_FILE]", self.file) |
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418 | if self.foundCPP: |
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419 | newline = self.replaceToken(newline, "[C_INCLUDE_FILE]", "") |
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420 | newline = self.replaceToken(newline, |
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421 | "[CPP_INCLUDE_FILE]", |
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422 | "#include \"%s\"" % basename) |
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423 | else: |
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424 | newline = self.replaceToken(newline, |
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425 | "[C_INCLUDE_FILE]", |
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426 | "#include \"%s\"" % basename) |
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427 | newline = self.replaceToken(newline, |
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428 | "[CPP_INCLUDE_FILE]", |
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429 | "#include \"models.hh\"") |
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430 | |
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431 | # Numerical calcs dealloc |
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432 | dealloc_str = "\n" |
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433 | if self.modelCalcFlag: |
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434 | dealloc_str = " modelcalculations_dealloc(&(self->model_pars.calcPars));\n" |
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435 | newline = self.replaceToken(newline, |
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436 | "[NUMERICAL_DEALLOC]", dealloc_str) |
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437 | |
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438 | # Numerical calcs init |
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439 | init_str = "\n" |
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440 | if self.modelCalcFlag: |
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441 | init_str = " modelcalculations_init(&(self->model_pars.calcPars));\n" |
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442 | newline = self.replaceToken(newline, |
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443 | "[NUMERICAL_INIT]", init_str) |
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444 | |
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445 | # Numerical calcs reset |
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446 | reset_str = "\n" |
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447 | if self.modelCalcFlag: |
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448 | reset_str = "modelcalculations_reset(&(self->model_pars.calcPars));\n" |
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449 | newline = self.replaceToken(newline, |
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450 | "[NUMERICAL_RESET]", reset_str) |
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451 | |
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452 | # Setting dispsertion weights |
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453 | set_weights = " // Ugliness necessary to go from python to C\n" |
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454 | set_weights = " // TODO: refactor this\n" |
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455 | for par in self.disp_params: |
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456 | par = par.strip() |
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457 | if par == '': |
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458 | continue |
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459 | set_weights += " if (!strcmp(par_name, \"%s\")) {\n" % par |
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460 | set_weights += " self->model->%s.dispersion = dispersion;\n" % par |
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461 | set_weights += " } else" |
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462 | newline = self.replaceToken(newline, |
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463 | "[SET_DISPERSION]", set_weights) |
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464 | |
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465 | # Write new line to the wrapper .c file |
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466 | file.write(newline + '\n') |
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467 | |
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468 | |
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469 | file.close() |
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470 | |
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471 | def write_python_wrapper(self): |
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472 | """ Writes the python file to create the python extension class |
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473 | The file is written in ../[PYTHONCLASS].py |
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474 | """ |
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475 | file_path = os.path.join(self.output_dir, self.pythonClass + '.py') |
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476 | file = open(file_path, 'w') |
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477 | template = open(os.path.join(os.path.dirname(__file__), |
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478 | "modelTemplate.txt"), 'r') |
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479 | |
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480 | tmp_buf = template.read() |
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481 | tmp_lines = tmp_buf.split('\n') |
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482 | |
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483 | for tmp_line in tmp_lines: |
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484 | |
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485 | # Catch class name |
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486 | newline = self.replaceToken(tmp_line, |
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487 | "[CPYTHONCLASS]", |
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488 | 'C' + self.pythonClass) |
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489 | |
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490 | # Catch class name |
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491 | newline = self.replaceToken(newline, |
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492 | "[PYTHONCLASS]", self.pythonClass) |
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493 | |
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494 | # Include file |
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495 | newline = self.replaceToken(newline, |
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496 | "[INCLUDE_FILE]", self.file) |
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497 | |
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498 | # Include file |
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499 | newline = self.replaceToken(newline, |
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500 | "[DEFAULT_LIST]", self.default_list) |
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501 | # model description |
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502 | newline = self.replaceToken(newline, |
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503 | "[DESCRIPTION]", self.description) |
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504 | # Parameter details |
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505 | newline = self.replaceToken(newline, |
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506 | "[PAR_DETAILS]", self.details) |
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507 | |
---|
508 | # Call base constructor |
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509 | if self.is_multifunc: |
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510 | newline = self.replaceToken(newline, "[CALL_CPYTHON_INIT]", |
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511 | 'C' + self.pythonClass + \ |
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512 | ".__init__(self,multfactor)\n\tself.is_multifunc = True") |
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513 | newline = self.replaceToken(newline, "[MULTIPLICITY_INFO]", |
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514 | self.multiplicity_info) |
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515 | else: |
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516 | newline = self.replaceToken(newline, "[CALL_CPYTHON_INIT]", |
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517 | 'C' + self.pythonClass + \ |
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518 | ".__init__(self)\n self.is_multifunc = False") |
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519 | newline = self.replaceToken(newline, |
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520 | "[MULTIPLICITY_INFO]", "None") |
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521 | |
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522 | # fixed list details |
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523 | fixed_str = str(self.fixed) |
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524 | fixed_str = fixed_str.replace(', ', ',\n ') |
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525 | newline = self.replaceToken(newline, "[FIXED]", fixed_str) |
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526 | |
---|
527 | # non-fittable list details |
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528 | pars_str = str(self.non_fittable) |
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529 | pars_str = pars_str.replace(', ', |
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530 | ',\n ') |
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531 | newline = self.replaceToken(newline, |
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532 | "[NON_FITTABLE_PARAMS]", pars_str) |
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533 | |
---|
534 | ## parameters with orientation |
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535 | oriented_str = str(self.orientation_params) |
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536 | formatted_endl = ',\n ' |
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537 | oriented_str = oriented_str.replace(', ', formatted_endl) |
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538 | newline = self.replaceToken(newline, |
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539 | "[ORIENTATION_PARAMS]", oriented_str) |
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540 | ## parameters with magnetism |
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541 | newline = self.replaceToken(newline, |
---|
542 | "[MAGNETIC_PARAMS]", |
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543 | str(self.magnetic_params)) |
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544 | |
---|
545 | if self.category: |
---|
546 | newline = self.replaceToken(newline, "[CATEGORY]", |
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547 | '"' + self.category + '"') |
---|
548 | else: |
---|
549 | newline = self.replaceToken(newline, "[CATEGORY]", |
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550 | "None") |
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551 | |
---|
552 | |
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553 | |
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554 | # Write new line to the wrapper .c file |
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555 | file.write(newline + '\n') |
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556 | |
---|
557 | file.close() |
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558 | |
---|
559 | |
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560 | def replaceToken(self, line, key, value): #pylint: disable-msg=R0201 |
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561 | """ Replace a token in the template file |
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562 | @param line: line of text to inspect |
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563 | @param key: token to look for |
---|
564 | @param value: string value to replace the token with |
---|
565 | @return: new string value |
---|
566 | """ |
---|
567 | lenkey = len(key) |
---|
568 | newline = line |
---|
569 | |
---|
570 | while newline.count(key) > 0: |
---|
571 | index = newline.index(key) |
---|
572 | newline = newline[:index] + value + newline[index + lenkey:] |
---|
573 | |
---|
574 | return newline |
---|
575 | |
---|
576 | def getModelName(self): |
---|
577 | return self.pythonClass |
---|
578 | |
---|
579 | |
---|
580 | |
---|
581 | # main |
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582 | if __name__ == '__main__': |
---|
583 | if len(sys.argv) > 1: |
---|
584 | print "Will look for file %s" % sys.argv[1] |
---|
585 | app = WrapperGenerator(sys.argv[1]) |
---|
586 | else: |
---|
587 | app = WrapperGenerator("test.h") |
---|
588 | app.read() |
---|
589 | app.write_c_wrapper() |
---|
590 | app.write_python_wrapper() |
---|
591 | print app |
---|
592 | |
---|
593 | # End of file |
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