@@ -1,186 +1,186 | |||
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1 | 1 | ''' |
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2 | 2 | Created on Feb 7, 2012 |
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3 | 3 | |
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4 | 4 | @author $Author$ |
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5 | 5 | @version $Id$ |
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6 | 6 | ''' |
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7 | 7 | import os, sys |
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8 | 8 | import numpy |
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9 | 9 | |
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10 | 10 | path = os.path.split(os.getcwd())[0] |
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11 | 11 | sys.path.append(path) |
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12 | 12 | |
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13 | 13 | from Model.Spectra import Spectra |
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14 | 14 | from IO.SpectraIO import SpectraWriter |
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15 | 15 | from Graphics.SpectraPlot import Spectrum |
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16 | 16 | |
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17 | 17 | |
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18 | 18 | class SpectraProcessor: |
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19 | 19 | ''' |
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20 | 20 | classdocs |
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21 | 21 | ''' |
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22 | 22 | |
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23 | 23 | def __init__(self, spectraInObj, spectraOutObj=None, npts = None): |
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24 | 24 | ''' |
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25 | 25 | Constructor |
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26 | 26 | ''' |
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27 | 27 | self.spectraInObj = spectraInObj |
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28 | 28 | |
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29 | 29 | if spectraOutObj == None: |
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30 | 30 | self.spectraOutObj = Spectra() |
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31 | 31 | else: |
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32 | 32 | self.spectraOutObj = spectraOutObj |
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33 | 33 | |
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34 | 34 | |
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35 | 35 | self.integratorIndex = None |
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36 | 36 | self.decoderIndex = None |
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37 | 37 | self.writerIndex = None |
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38 | 38 | self.plotterIndex = None |
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39 | 39 | |
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40 | 40 | if npts != None: |
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41 | 41 | self.spectraOutObj.nPoints = npts |
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42 | 42 | |
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43 | 43 | self.npts = self.spectraOutObj.nPoints |
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44 | 44 | |
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45 | 45 | self.integratorList = [] |
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46 | 46 | self.decoderList = [] |
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47 | 47 | self.writerList = [] |
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48 | 48 | self.plotterList = [] |
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49 | 49 | |
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50 | 50 | self.buffer = None |
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51 | 51 | self.ptsId = 0 |
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52 | 52 | |
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53 | 53 | def init(self): |
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54 | 54 | self.integratorIndex = 0 |
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55 | 55 | self.decoderIndex = 0 |
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56 | 56 | self.writerIndex = 0 |
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57 | 57 | self.plotterIndex = 0 |
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58 | 58 | |
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59 | 59 | if not( isinstance(self.spectraInObj, Spectra) ): |
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60 | 60 | self.getFft() |
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61 | 61 | else: |
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62 | 62 | self.spectraOutObj.copy(self.spectraInObj) |
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63 | 63 | |
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64 | 64 | |
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65 | 65 | def getFft(self): |
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66 | 66 | |
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67 | 67 | if self.buffer == None: |
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68 | 68 | nheis = self.spectraInObj.data.shape[1] |
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69 | 69 | nchannel = self.spectraInObj.data.shape[0] |
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70 | 70 | npoints = self.spectraOutObj.nPoints |
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71 | 71 | self.buffer = numpy.zeros((nchannel,npoints,nheis),dtype='complex') |
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72 | 72 | |
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73 | 73 | self.buffer[:,self.ptsId,:] = self.spectraInObj.data |
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74 | 74 | self.ptsId += 1 |
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75 | 75 | self.spectraOutObj.flagNoData = True |
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76 | 76 | if self.ptsId >= self.spectraOutObj.nPoints: |
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77 | 77 | data_spc = numpy.fft.fft(self.buffer,axis=1) |
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78 | data_spc = numpy.fft.fftshift(data_spc,axes=1) | |
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78 | 79 | self.ptsId = 0 |
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79 | 80 | self.buffer = None |
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80 | 81 | |
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81 | 82 | #calculo de self-spectra |
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82 | 83 | self.spectraOutObj.data_spc = numpy.abs(data_spc * numpy.conjugate(data_spc)) |
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83 | 84 | |
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84 | 85 | #calculo de cross-spectra |
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85 | 86 | #self.m_Spectra.data_cspc = self.__data_cspc |
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86 | 87 | |
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87 | 88 | #escribiendo dc |
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88 | 89 | #self.m_Spectra.data_dc = self.__data_dc |
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89 | 90 | |
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90 | 91 | self.spectraOutObj.flagNoData = False |
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91 | 92 | |
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92 | 93 | self.spectraOutObj.heights = self.spectraInObj.heights |
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93 | 94 | self.spectraOutObj.m_BasicHeader = self.spectraInObj.m_BasicHeader.copy() |
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94 | 95 | self.spectraOutObj.m_ProcessingHeader = self.spectraInObj.m_ProcessingHeader.copy() |
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95 | 96 | self.spectraOutObj.m_RadarControllerHeader = self.spectraInObj.m_RadarControllerHeader.copy() |
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96 | 97 | self.spectraOutObj.m_SystemHeader = self.spectraInObj.m_SystemHeader.copy() |
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97 | 98 | |
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98 | 99 | def addWriter(self,wrpath): |
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99 | 100 | objWriter = SpectraWriter(self.spectraOutObj) |
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100 | 101 | objWriter.setup(wrpath) |
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101 | 102 | self.writerList.append(objWriter) |
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102 | 103 | |
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103 | 104 | |
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104 | 105 | def addPlotter(self, index=None): |
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105 | 106 | |
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106 | 107 | if index==None: |
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107 | 108 | index = self.plotterIndex |
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108 | 109 | |
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109 | 110 | plotObj = Spectrum(self.spectraOutObj, index) |
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110 | 111 | self.plotterList.append(plotObj) |
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111 | 112 | |
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112 | 113 | |
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113 | 114 | def addIntegrator(self,N): |
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114 | 115 | |
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115 | 116 | objIncohInt = IncoherentIntegration(N) |
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116 | 117 | self.integratorList.append(objIncohInt) |
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117 | 118 | |
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118 | 119 | |
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119 | 120 | def writeData(self): |
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120 | 121 | if self.voltageOutObj.flagNoData: |
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121 | 122 | return 0 |
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122 | 123 | |
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123 | 124 | if len(self.writerList) <= self.writerIndex: |
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124 | 125 | self.addWriter(wrpath) |
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125 | 126 | |
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126 | 127 | self.writerList[self.writerIndex].putData() |
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127 | 128 | |
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128 | 129 | self.writerIndex += 1 |
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129 | 130 | |
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130 | 131 | def plotData(self,xmin=None, xmax=None, ymin=None, ymax=None, winTitle='', index=None): |
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131 | 132 | if self.spectraOutObj.flagNoData: |
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132 | 133 | return 0 |
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133 | 134 | |
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134 | 135 | if len(self.plotterList) <= self.plotterIndex: |
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135 | 136 | self.addPlotter(index) |
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136 | 137 | |
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137 | 138 | self.plotterList[self.plotterIndex].plotData(xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax,winTitle=winTitle) |
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138 | 139 | |
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139 | 140 | self.plotterIndex += 1 |
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140 | 141 | |
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141 | 142 | def integrator(self, N): |
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142 | 143 | if self.spectraOutObj.flagNoData: |
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143 | 144 | return 0 |
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144 | 145 | |
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145 | 146 | if len(self.integratorList) <= self.integratorIndex: |
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146 | 147 | self.addIntegrator(N) |
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147 | 148 | |
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148 | 149 | myCohIntObj = self.integratorList[self.integratorIndex] |
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149 | 150 | myCohIntObj.exe(self.spectraOutObj.data_spc) |
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150 | 151 | |
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151 | 152 | if myCohIntObj.flag: |
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152 | 153 | self.spectraOutObj.data_spc = myCohIntObj.data |
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153 | 154 | self.spectraOutObj.m_ProcessingHeader.incoherentInt *= N |
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154 | 155 | self.spectraOutObj.flagNoData = False |
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155 | 156 | |
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156 | 157 | else: |
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157 | 158 | self.spectraOutObj.flagNoData = True |
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158 | 159 | |
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159 | 160 | self.integratorIndex += 1 |
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160 | 161 | |
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161 | 162 | class IncoherentIntegration: |
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162 | 163 | def __init__(self, N): |
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163 | 164 | self.profCounter = 1 |
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164 | 165 | self.data = None |
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165 | 166 | self.buffer = None |
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166 | 167 | self.flag = False |
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167 | 168 | self.nIncohInt = N |
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168 | 169 | |
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169 | 170 | def exe(self,data): |
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170 | print 'intg:', self.profCounter | |
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171 | 171 | |
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172 | 172 | if self.buffer == None: |
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173 | 173 | self.buffer = data |
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174 | 174 | else: |
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175 | 175 | self.buffer = self.buffer + data |
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176 | 176 | |
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177 | 177 | if self.profCounter == self.nIncohInt: |
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178 | 178 | self.data = self.buffer |
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179 | 179 | self.buffer = None |
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180 | 180 | self.profCounter = 0 |
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181 | 181 | self.flag = True |
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182 | 182 | else: |
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183 | 183 | self.flag = False |
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184 | 184 | |
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185 | 185 | self.profCounter += 1 |
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186 | 186 |
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