@@ -1,398 +1,397 | |||
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1 | 1 | ''' |
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2 | 2 | Created on 23/01/2012 |
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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 | |
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8 | 8 | import os, sys |
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9 | 9 | import numpy |
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10 | 10 | import glob |
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11 | 11 | import fnmatch |
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12 | 12 | import time, datetime |
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13 | 13 | |
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14 | 14 | path = os.path.split(os.getcwd())[0] |
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15 | 15 | sys.path.append(path) |
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16 | 16 | |
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17 | 17 | from Model.JROHeader import * |
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18 | 18 | from Model.Voltage import Voltage |
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19 | 19 | |
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20 | 20 | from IO.DataIO import JRODataReader |
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21 | 21 | from IO.DataIO import JRODataWriter |
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22 | 22 | |
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23 | 23 | |
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24 | 24 | class VoltageReader(JRODataReader): |
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25 | 25 | """ |
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26 | 26 | Esta clase permite leer datos de voltage desde archivos en formato rawdata (.r). La lectura |
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27 | 27 | de los datos siempre se realiza por bloques. Los datos leidos (array de 3 dimensiones: |
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28 | 28 | perfiles*alturas*canales) son almacenados en la variable "buffer". |
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29 | 29 | |
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30 | 30 | perfiles * alturas * canales |
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31 | 31 | |
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32 | 32 | Esta clase contiene instancias (objetos) de las clases BasicHeader, SystemHeader, |
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33 | 33 | RadarControllerHeader y Voltage. Los tres primeros se usan para almacenar informacion de la |
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34 | 34 | cabecera de datos (metadata), y el cuarto (Voltage) para obtener y almacenar un perfil de |
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35 | 35 | datos desde el "buffer" cada vez que se ejecute el metodo "getData". |
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36 | 36 | |
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37 | 37 | Example: |
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38 | 38 | |
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39 | 39 | dpath = "/home/myuser/data" |
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40 | 40 | |
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41 | 41 | startTime = datetime.datetime(2010,1,20,0,0,0,0,0,0) |
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42 | 42 | |
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43 | 43 | endTime = datetime.datetime(2010,1,21,23,59,59,0,0,0) |
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44 | 44 | |
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45 | 45 | readerObj = VoltageReader() |
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46 | 46 | |
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47 | 47 | readerObj.setup(dpath, startTime, endTime) |
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48 | 48 | |
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49 | 49 | while(True): |
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50 | 50 | |
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51 | 51 | #to get one profile |
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52 | 52 | profile = readerObj.getData() |
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53 | 53 | |
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54 | 54 | #print the profile |
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55 | 55 | print profile |
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56 | 56 | |
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57 | 57 | #If you want to see all datablock |
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58 | 58 | print readerObj.datablock |
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59 | 59 | |
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60 | 60 | if readerObj.flagNoMoreFiles: |
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61 | 61 | break |
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62 | 62 | |
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63 | 63 | """ |
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64 | 64 | m_DataObj = None |
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65 | 65 | |
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66 | 66 | idProfile = 0 |
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67 | 67 | |
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68 | 68 | datablock = None |
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69 | 69 | |
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70 | 70 | pts2read = 0 |
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71 | 71 | |
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72 | 72 | utc = 0 |
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73 | 73 | |
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74 | 74 | ext = ".r" |
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75 | 75 | |
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76 | 76 | optchar = "D" |
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77 | 77 | |
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78 | 78 | |
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79 | 79 | def __init__(self, m_Voltage=None): |
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80 | 80 | """ |
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81 | 81 | Inicializador de la clase VoltageReader para la lectura de datos de voltage. |
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82 | 82 | |
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83 | 83 | Input: |
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84 | 84 | m_Voltage : Objeto de la clase Voltage. Este objeto sera utilizado para |
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85 | 85 | almacenar un perfil de datos cada vez que se haga un requerimiento |
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86 | 86 | (getData). El perfil sera obtenido a partir del buffer de datos, |
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87 | 87 | si el buffer esta vacio se hara un nuevo proceso de lectura de un |
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88 | 88 | bloque de datos. |
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89 | 89 | Si este parametro no es pasado se creara uno internamente. |
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90 | 90 | |
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91 | 91 | Variables afectadas: |
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92 | 92 | self.m_DataObj |
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93 | 93 | |
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94 | 94 | Return: |
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95 | 95 | None |
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96 | 96 | """ |
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97 | 97 | if m_Voltage == None: |
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98 | 98 | m_Voltage = Voltage() |
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99 | 99 | |
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100 | 100 | if not(isinstance(m_Voltage, Voltage)): |
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101 | 101 | raise ValueError, "in VoltageReader, m_Voltage must be an Voltage class object" |
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102 | 102 | |
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103 | 103 | self.m_DataObj = m_Voltage |
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104 | 104 | |
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105 | 105 | |
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106 | 106 | def __hasNotDataInBuffer(self): |
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107 | 107 | if self.datablockIndex >= self.m_ProcessingHeader.profilesPerBlock: |
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108 | 108 | return 1 |
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109 | 109 | return 0 |
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110 | 110 | |
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111 | 111 | |
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112 | 112 | def getBlockDimension(self): |
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113 | 113 | """ |
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114 | 114 | Obtiene la cantidad de puntos a leer por cada bloque de datos |
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115 | 115 | |
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116 | 116 | Affected: |
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117 | 117 | self.pts2read |
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118 | 118 | self.blocksize |
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119 | 119 | |
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120 | 120 | Return: |
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121 | 121 | None |
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122 | 122 | """ |
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123 | 123 | self.pts2read = self.m_ProcessingHeader.profilesPerBlock * self.m_ProcessingHeader.numHeights * self.m_SystemHeader.numChannels |
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124 | 124 | self.blocksize = self.pts2read |
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125 | 125 | self.m_DataObj.nProfiles = self.m_ProcessingHeader.profilesPerBlock |
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126 | 126 | |
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127 | 127 | |
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128 | 128 | def readBlock(self): |
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129 | 129 | """ |
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130 | 130 | readBlock lee el bloque de datos desde la posicion actual del puntero del archivo |
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131 | 131 | (self.fp) y actualiza todos los parametros relacionados al bloque de datos |
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132 | 132 | (metadata + data). La data leida es almacenada en el buffer y el contador del buffer |
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133 | 133 | es seteado a 0 |
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134 | 134 | |
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135 | 135 | Inputs: |
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136 | 136 | None |
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137 | 137 | |
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138 | 138 | Return: |
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139 | 139 | None |
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140 | 140 | |
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141 | 141 | Affected: |
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142 | 142 | self.datablockIndex |
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143 | 143 | self.datablock |
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144 | 144 | self.flagIsNewFile |
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145 | 145 | self.idProfile |
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146 | 146 | self.flagIsNewBlock |
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147 | 147 | self.nReadBlocks |
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148 | 148 | |
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149 | 149 | Exceptions: |
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150 | 150 | Si un bloque leido no es un bloque valido |
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151 | 151 | """ |
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152 | 152 | blockOk_flag = False |
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153 | 153 | fpointer = self.fp.tell() |
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154 | 154 | |
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155 | 155 | junk = numpy.fromfile( self.fp, self.dataType, self.pts2read ) |
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156 | 156 | |
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157 | 157 | if self.online: |
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158 | 158 | if junk.size != self.blocksize: |
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159 | 159 | for nTries in range( self.nTries ): |
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160 | 160 | print "\tWaiting %0.2f sec for the next block, try %03d ..." % (self.delay, nTries+1) |
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161 | 161 | time.sleep( self.delay ) |
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162 | 162 | self.fp.seek( fpointer ) |
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163 | 163 | fpointer = self.fp.tell() |
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164 | 164 | |
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165 | 165 | junk = numpy.fromfile( self.fp, self.dataType, self.pts2read ) |
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166 | 166 | |
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167 | 167 | if junk.size == self.blocksize: |
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168 | 168 | blockOk_flag = True |
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169 | 169 | break |
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170 | 170 | |
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171 | 171 | if not( blockOk_flag ): |
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172 | 172 | return 0 |
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173 | 173 | |
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174 | 174 | try: |
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175 | 175 | junk = junk.reshape( (self.m_ProcessingHeader.profilesPerBlock, self.m_ProcessingHeader.numHeights, self.m_SystemHeader.numChannels) ) |
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176 | 176 | except: |
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177 | 177 | print "Data file %s is invalid" % self.filename |
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178 | 178 | return 0 |
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179 | 179 | |
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180 | 180 | junk = numpy.transpose(junk, (2,0,1)) |
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181 | 181 | self.datablock = junk['real'] + junk['imag']*1j |
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182 | 182 | |
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183 | 183 | self.datablockIndex = 0 |
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184 | 184 | self.flagIsNewFile = 0 |
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185 | 185 | self.idProfile = 0 |
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186 | 186 | self.flagIsNewBlock = 1 |
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187 | 187 | |
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188 | 188 | self.nReadBlocks += 1 |
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189 | 189 | self.nBlocks += 1 |
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190 | 190 | |
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191 | 191 | return 1 |
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192 | 192 | |
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193 | 193 | |
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194 | 194 | def getData(self): |
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195 | 195 | """ |
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196 | 196 | getData obtiene una unidad de datos del buffer de lectura y la copia a la clase "Voltage" |
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197 | 197 | con todos los parametros asociados a este (metadata). cuando no hay datos en el buffer de |
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198 | 198 | lectura es necesario hacer una nueva lectura de los bloques de datos usando "readNextBlock" |
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199 | 199 | |
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200 | 200 | Ademas incrementa el contador del buffer en 1. |
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201 | 201 | |
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202 | 202 | Return: |
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203 | 203 | data : retorna un perfil de voltages (alturas * canales) copiados desde el |
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204 | 204 | buffer. Si no hay mas archivos a leer retorna None. |
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205 | 205 | |
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206 | 206 | Variables afectadas: |
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207 | 207 | self.m_DataObj |
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208 | 208 | self.datablockIndex |
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209 | 209 | self.idProfile |
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210 | 210 | |
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211 | 211 | Affected: |
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212 | 212 | self.m_DataObj |
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213 | 213 | self.datablockIndex |
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214 | 214 | self.flagResetProcessing |
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215 | 215 | self.flagIsNewBlock |
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216 | 216 | self.idProfile |
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217 | 217 | """ |
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218 | 218 | if self.flagNoMoreFiles: return 0 |
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219 | 219 | |
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220 | 220 | self.flagResetProcessing = 0 |
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221 | 221 | self.flagIsNewBlock = 0 |
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222 | 222 | |
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223 | 223 | if self.__hasNotDataInBuffer(): |
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224 | 224 | |
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225 | 225 | if not( self.readNextBlock() ): |
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226 | 226 | self.setNextFile() |
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227 | 227 | return 0 |
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228 | 228 | |
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229 | 229 | self.m_DataObj.m_BasicHeader = self.m_BasicHeader.copy() |
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230 | 230 | self.m_DataObj.m_ProcessingHeader = self.m_ProcessingHeader.copy() |
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231 | 231 | self.m_DataObj.m_RadarControllerHeader = self.m_RadarControllerHeader.copy() |
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232 | 232 | self.m_DataObj.m_SystemHeader = self.m_SystemHeader.copy() |
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233 | 233 | self.m_DataObj.heights = self.heights |
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234 | 234 | self.m_DataObj.dataType = self.dataType |
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235 | 235 | |
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236 | 236 | if self.flagNoMoreFiles == 1: |
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237 | 237 | print 'Process finished' |
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238 | 238 | return 0 |
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239 | 239 | |
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240 | 240 | #data es un numpy array de 3 dmensiones (perfiles, alturas y canales) |
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241 | 241 | |
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242 | 242 | if self.datablock == None: |
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243 | 243 | self.m_DataObj.flagNoData = True |
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244 | 244 | return 0 |
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245 | 245 | |
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246 | 246 | time = self.m_BasicHeader.utc + self.datablockIndex * self.ippSeconds |
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247 | self.utc = time | |
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248 | #self.m_DataObj.m_BasicHeader.utc = time | |
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247 | self.m_DataObj.m_BasicHeader.utc = time | |
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249 | 248 | |
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250 | 249 | self.m_DataObj.flagNoData = False |
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251 | 250 | self.m_DataObj.flagResetProcessing = self.flagResetProcessing |
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252 | 251 | |
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253 | 252 | self.m_DataObj.data = self.datablock[:,self.datablockIndex,:] |
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254 | 253 | self.m_DataObj.idProfile = self.idProfile |
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255 | 254 | |
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256 | 255 | self.datablockIndex += 1 |
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257 | 256 | self.idProfile += 1 |
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258 | 257 | |
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259 | 258 | #call setData - to Data Object |
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260 | 259 | |
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261 | 260 | return 1 #self.m_DataObj.data |
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262 | 261 | |
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263 | 262 | |
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264 | 263 | class VoltageWriter( JRODataWriter ): |
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265 | 264 | """ |
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266 | 265 | Esta clase permite escribir datos de voltajes a archivos procesados (.r). La escritura |
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267 | 266 | de los datos siempre se realiza por bloques. |
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268 | 267 | """ |
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269 | 268 | __configHeaderFile = 'wrSetHeadet.txt' |
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270 | 269 | |
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271 | 270 | m_DataObj = None |
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272 | 271 | |
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273 | 272 | ext = ".r" |
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274 | 273 | |
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275 | 274 | optchar = "D" |
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276 | 275 | |
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277 | 276 | datablock = None |
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278 | 277 | |
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279 | 278 | datablockIndex = 0 |
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280 | 279 | |
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281 | 280 | shapeBuffer = None |
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282 | 281 | |
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283 | 282 | |
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284 | 283 | def __init__(self, m_Voltage=None): |
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285 | 284 | """ |
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286 | 285 | Inicializador de la clase VoltageWriter para la escritura de datos de espectros. |
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287 | 286 | |
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288 | 287 | Affected: |
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289 | 288 | self.m_DataObj |
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290 | 289 | |
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291 | 290 | Return: None |
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292 | 291 | """ |
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293 | 292 | if m_Voltage == None: |
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294 | 293 | m_Voltage = Voltage() |
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295 | 294 | |
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296 | 295 | if not( isinstance(m_Voltage, Voltage) ): |
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297 | 296 | raise ValueError, "in VoltageReader, m_Spectra must be an Spectra class object" |
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298 | 297 | |
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299 | 298 | self.m_DataObj = m_Voltage |
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300 | 299 | |
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301 | 300 | |
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302 | 301 | def hasAllDataInBuffer(self): |
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303 | 302 | if self.datablockIndex >= self.m_ProcessingHeader.profilesPerBlock: |
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304 | 303 | return 1 |
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305 | 304 | return 0 |
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306 | 305 | |
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307 | 306 | |
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308 | 307 | def setBlockDimension(self): |
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309 | 308 | """ |
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310 | 309 | Obtiene las formas dimensionales del los subbloques de datos que componen un bloque |
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311 | 310 | |
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312 | 311 | Affected: |
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313 | 312 | self.shape_spc_Buffer |
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314 | 313 | self.shape_cspc_Buffer |
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315 | 314 | self.shape_dc_Buffer |
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316 | 315 | |
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317 | 316 | Return: None |
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318 | 317 | """ |
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319 | 318 | self.shapeBuffer = (self.m_ProcessingHeader.profilesPerBlock, |
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320 | 319 | self.m_ProcessingHeader.numHeights, |
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321 | 320 | self.m_SystemHeader.numChannels ) |
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322 | 321 | |
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323 | 322 | self.datablock = numpy.zeros(self.m_SystemHeader.numChannels, |
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324 | 323 | self.m_ProcessingHeader.profilesPerBlock, |
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325 | 324 | self.m_ProcessingHeader.numHeights, |
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326 | 325 | numpy.dtype('complex')) |
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327 | 326 | |
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328 | 327 | |
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329 | 328 | def writeBlock(self): |
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330 | 329 | """ |
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331 | 330 | Escribe el buffer en el file designado |
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332 | 331 | |
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333 | 332 | Affected: |
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334 | 333 | self.datablockIndex |
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335 | 334 | self.flagIsNewFile |
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336 | 335 | self.flagIsNewBlock |
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337 | 336 | self.nWriteBlocks |
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338 | 337 | self.blocksCounter |
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339 | 338 | |
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340 | 339 | Return: None |
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341 | 340 | """ |
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342 | 341 | data = numpy.zeros( self.shapeBuffer, self.dataType ) |
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343 | 342 | |
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344 | 343 | junk = numpy.transpose(self.datablock, (1,2,0)) |
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345 | 344 | |
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346 | 345 | data['real'] = junk.real |
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347 | 346 | data['imag'] = junk.imag |
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348 | 347 | |
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349 | 348 | data = data.reshape( (-1) ) |
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350 | 349 | |
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351 | 350 | data.tofile( self.fp ) |
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352 | 351 | |
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353 | 352 | self.datablock.fill(0) |
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354 | 353 | self.datablockIndex = 0 |
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355 | 354 | self.flagIsNewFile = 0 |
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356 | 355 | self.flagIsNewBlock = 1 |
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357 | 356 | self.nWriteBlocks += 1 |
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358 | 357 | self.blocksCounter += 1 |
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359 | 358 | |
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360 | 359 | |
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361 | 360 | def putData(self): |
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362 | 361 | """ |
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363 | 362 | Setea un bloque de datos y luego los escribe en un file |
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364 | 363 | |
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365 | 364 | Affected: |
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366 | 365 | self.flagIsNewBlock |
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367 | 366 | self.datablockIndex |
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368 | 367 | |
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369 | 368 | Return: |
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370 | 369 | 0 : Si no hay data o no hay mas files que puedan escribirse |
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371 | 370 | 1 : Si se escribio la data de un bloque en un file |
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372 | 371 | """ |
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373 | 372 | self.flagIsNewBlock = 0 |
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374 | 373 | |
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375 | 374 | if self.m_DataObj.flagNoData: |
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376 | 375 | return 0 |
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377 | 376 | |
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378 | 377 | if self.m_DataObj.flagResetProcessing: |
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379 | 378 | |
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380 | 379 | self.datablock.fill(0) |
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381 | 380 | self.datablockIndex = 0 |
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382 | 381 | self.setNextFile() |
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383 | 382 | |
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384 | 383 | self.datablock[:,self.datablockIndex,:] = self.m_DataObj.data |
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385 | 384 | |
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386 | 385 | self.datablockIndex += 1 |
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387 | 386 | |
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388 | 387 | if self.hasAllDataInBuffer(): |
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389 | 388 | #if self.flagIsNewFile: |
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390 | 389 | self.getHeader() |
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391 | 390 | self.writeNextBlock() |
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392 | 391 | |
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393 | 392 | if self.flagNoMoreFiles: |
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394 | 393 | #print 'Process finished' |
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395 | 394 | return 0 |
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396 | 395 | |
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397 | 396 | return 1 |
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398 | 397 | No newline at end of file |
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