| @@ -1,1326 +1,1328 | |||
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1 | 1 | ''' |
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2 | 2 | Created on September , 2012 |
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3 | 3 | @author: |
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4 | 4 | ''' |
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5 | 5 | |
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6 | 6 | import sys |
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7 | 7 | import ast |
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8 | 8 | import datetime |
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9 | 9 | import traceback |
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10 | 10 | import math |
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11 | 11 | import time |
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12 | 12 | from multiprocessing import Process, Queue, cpu_count |
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13 | 13 | |
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14 | 14 | import schainpy |
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15 | 15 | import schainpy.admin |
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16 | 16 | |
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17 | 17 | from xml.etree.ElementTree import ElementTree, Element, SubElement, tostring |
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18 | 18 | from xml.dom import minidom |
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19 | 19 | |
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20 | 20 | from schainpy.model import * |
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21 | 21 | from time import sleep |
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22 | 22 | |
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23 | 23 | def prettify(elem): |
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24 | 24 | """Return a pretty-printed XML string for the Element. |
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25 | 25 | """ |
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26 | 26 | rough_string = tostring(elem, 'utf-8') |
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27 | 27 | reparsed = minidom.parseString(rough_string) |
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28 | 28 | return reparsed.toprettyxml(indent=" ") |
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29 | 29 | |
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30 | 30 | def multiSchain(child, nProcess=cpu_count(), startDate=None, endDate=None, by_day=False): |
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31 | 31 | skip = 0 |
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32 | 32 | cursor = 0 |
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33 | 33 | nFiles = None |
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34 | 34 | processes = [] |
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35 | 35 | dt1 = datetime.datetime.strptime(startDate, '%Y/%m/%d') |
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36 | 36 | dt2 = datetime.datetime.strptime(endDate, '%Y/%m/%d') |
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37 | 37 | days = (dt2 - dt1).days |
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38 | 38 | |
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39 | 39 | for day in range(days+1): |
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40 | 40 | skip = 0 |
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41 | 41 | cursor = 0 |
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42 | 42 | q = Queue() |
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43 | 43 | processes = [] |
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44 | 44 | dt = (dt1 + datetime.timedelta(day)).strftime('%Y/%m/%d') |
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45 | 45 | firstProcess = Process(target=child, args=(cursor, skip, q, dt)) |
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46 | 46 | firstProcess.start() |
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47 | 47 | if by_day: |
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48 | 48 | continue |
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49 | 49 | nFiles = q.get() |
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50 | 50 | if nFiles==0: |
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51 | 51 | continue |
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52 | 52 | firstProcess.terminate() |
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53 | 53 | skip = int(math.ceil(nFiles/nProcess)) |
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54 | 54 | while True: |
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55 | 55 | processes.append(Process(target=child, args=(cursor, skip, q, dt))) |
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56 | 56 | processes[cursor].start() |
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57 | 57 | if nFiles < cursor*skip: |
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58 | 58 | break |
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59 | 59 | cursor += 1 |
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60 | 60 | |
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61 | 61 | def beforeExit(exctype, value, trace): |
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62 | 62 | for process in processes: |
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63 | 63 | process.terminate() |
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64 | 64 | process.join() |
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65 | 65 | print traceback.print_tb(trace) |
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66 | 66 | |
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67 | 67 | sys.excepthook = beforeExit |
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68 | 68 | |
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69 | 69 | for process in processes: |
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70 | 70 | process.join() |
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71 | 71 | process.terminate() |
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72 | ||
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72 | 73 | time.sleep(3) |
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73 | 74 | |
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75 | ||
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74 | 76 | class ParameterConf(): |
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75 | 77 | |
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76 | 78 | id = None |
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77 | 79 | name = None |
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78 | 80 | value = None |
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79 | 81 | format = None |
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80 | 82 | |
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81 | 83 | __formated_value = None |
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82 | 84 | |
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83 | 85 | ELEMENTNAME = 'Parameter' |
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84 | 86 | |
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85 | 87 | def __init__(self): |
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86 | 88 | |
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87 | 89 | self.format = 'str' |
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88 | 90 | |
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89 | 91 | def getElementName(self): |
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90 | 92 | |
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91 | 93 | return self.ELEMENTNAME |
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92 | 94 | |
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93 | 95 | def getValue(self): |
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94 | 96 | |
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95 | 97 | value = self.value |
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96 | 98 | format = self.format |
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97 | 99 | |
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98 | 100 | if self.__formated_value != None: |
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99 | 101 | |
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100 | 102 | return self.__formated_value |
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101 | 103 | |
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102 | 104 | if format == 'obj': |
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103 | 105 | return value |
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104 | 106 | |
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105 | 107 | if format == 'str': |
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106 | 108 | self.__formated_value = str(value) |
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107 | 109 | return self.__formated_value |
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108 | 110 | |
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109 | 111 | if value == '': |
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110 | 112 | raise ValueError, "%s: This parameter value is empty" %self.name |
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111 | 113 | |
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112 | 114 | if format == 'list': |
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113 | 115 | strList = value.split(',') |
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114 | 116 | |
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115 | 117 | self.__formated_value = strList |
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116 | 118 | |
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117 | 119 | return self.__formated_value |
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118 | 120 | |
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119 | 121 | if format == 'intlist': |
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120 | 122 | """ |
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121 | 123 | Example: |
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122 | 124 | value = (0,1,2) |
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123 | 125 | """ |
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124 | 126 | |
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125 | 127 | new_value = ast.literal_eval(value) |
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126 | 128 | |
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127 | 129 | if type(new_value) not in (tuple, list): |
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128 | 130 | new_value = [int(new_value)] |
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129 | 131 | |
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130 | 132 | self.__formated_value = new_value |
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131 | 133 | |
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132 | 134 | return self.__formated_value |
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133 | 135 | |
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134 | 136 | if format == 'floatlist': |
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135 | 137 | """ |
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136 | 138 | Example: |
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137 | 139 | value = (0.5, 1.4, 2.7) |
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138 | 140 | """ |
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139 | 141 | |
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140 | 142 | new_value = ast.literal_eval(value) |
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141 | 143 | |
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142 | 144 | if type(new_value) not in (tuple, list): |
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143 | 145 | new_value = [float(new_value)] |
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144 | 146 | |
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145 | 147 | self.__formated_value = new_value |
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146 | 148 | |
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147 | 149 | return self.__formated_value |
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148 | 150 | |
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149 | 151 | if format == 'date': |
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150 | 152 | strList = value.split('/') |
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151 | 153 | intList = [int(x) for x in strList] |
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152 | 154 | date = datetime.date(intList[0], intList[1], intList[2]) |
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153 | 155 | |
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154 | 156 | self.__formated_value = date |
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155 | 157 | |
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156 | 158 | return self.__formated_value |
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157 | 159 | |
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158 | 160 | if format == 'time': |
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159 | 161 | strList = value.split(':') |
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160 | 162 | intList = [int(x) for x in strList] |
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161 | 163 | time = datetime.time(intList[0], intList[1], intList[2]) |
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162 | 164 | |
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163 | 165 | self.__formated_value = time |
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164 | 166 | |
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165 | 167 | return self.__formated_value |
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166 | 168 | |
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167 | 169 | if format == 'pairslist': |
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168 | 170 | """ |
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169 | 171 | Example: |
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170 | 172 | value = (0,1),(1,2) |
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171 | 173 | """ |
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172 | 174 | |
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173 | 175 | new_value = ast.literal_eval(value) |
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174 | 176 | |
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175 | 177 | if type(new_value) not in (tuple, list): |
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176 | 178 | raise ValueError, "%s has to be a tuple or list of pairs" %value |
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177 | 179 | |
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178 | 180 | if type(new_value[0]) not in (tuple, list): |
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179 | 181 | if len(new_value) != 2: |
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180 | 182 | raise ValueError, "%s has to be a tuple or list of pairs" %value |
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181 | 183 | new_value = [new_value] |
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182 | 184 | |
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183 | 185 | for thisPair in new_value: |
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184 | 186 | if len(thisPair) != 2: |
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185 | 187 | raise ValueError, "%s has to be a tuple or list of pairs" %value |
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186 | 188 | |
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187 | 189 | self.__formated_value = new_value |
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188 | 190 | |
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189 | 191 | return self.__formated_value |
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190 | 192 | |
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191 | 193 | if format == 'multilist': |
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192 | 194 | """ |
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193 | 195 | Example: |
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194 | 196 | value = (0,1,2),(3,4,5) |
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195 | 197 | """ |
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196 | 198 | multiList = ast.literal_eval(value) |
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197 | 199 | |
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198 | 200 | if type(multiList[0]) == int: |
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199 | 201 | multiList = ast.literal_eval("(" + value + ")") |
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200 | 202 | |
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201 | 203 | self.__formated_value = multiList |
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202 | 204 | |
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203 | 205 | return self.__formated_value |
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204 | 206 | |
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205 | 207 | if format == 'bool': |
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206 | 208 | value = int(value) |
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207 | 209 | |
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208 | 210 | if format == 'int': |
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209 | 211 | value = float(value) |
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210 | 212 | |
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211 | 213 | format_func = eval(format) |
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212 | 214 | |
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213 | 215 | self.__formated_value = format_func(value) |
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214 | 216 | |
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215 | 217 | return self.__formated_value |
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216 | 218 | |
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217 | 219 | def updateId(self, new_id): |
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218 | 220 | |
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219 | 221 | self.id = str(new_id) |
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220 | 222 | |
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221 | 223 | def setup(self, id, name, value, format='str'): |
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222 | 224 | self.id = str(id) |
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223 | 225 | self.name = name |
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224 | 226 | if format == 'obj': |
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225 | 227 | self.value = value |
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226 | 228 | else: |
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227 | 229 | self.value = str(value) |
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228 | 230 | self.format = str.lower(format) |
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229 | 231 | |
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230 | 232 | self.getValue() |
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231 | 233 | |
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232 | 234 | return 1 |
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233 | 235 | |
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234 | 236 | def update(self, name, value, format='str'): |
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235 | 237 | |
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236 | 238 | self.name = name |
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237 | 239 | self.value = str(value) |
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238 | 240 | self.format = format |
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239 | 241 | |
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240 | 242 | def makeXml(self, opElement): |
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241 | 243 | if self.name not in ('queue',): |
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242 | 244 | parmElement = SubElement(opElement, self.ELEMENTNAME) |
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243 | 245 | parmElement.set('id', str(self.id)) |
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244 | 246 | parmElement.set('name', self.name) |
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245 | 247 | parmElement.set('value', self.value) |
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246 | 248 | parmElement.set('format', self.format) |
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247 | 249 | |
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248 | 250 | def readXml(self, parmElement): |
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249 | 251 | |
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250 | 252 | self.id = parmElement.get('id') |
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251 | 253 | self.name = parmElement.get('name') |
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252 | 254 | self.value = parmElement.get('value') |
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253 | 255 | self.format = str.lower(parmElement.get('format')) |
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254 | 256 | |
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255 | 257 | #Compatible with old signal chain version |
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256 | 258 | if self.format == 'int' and self.name == 'idfigure': |
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257 | 259 | self.name = 'id' |
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258 | 260 | |
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259 | 261 | def printattr(self): |
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260 | 262 | |
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261 | 263 | print "Parameter[%s]: name = %s, value = %s, format = %s" %(self.id, self.name, self.value, self.format) |
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262 | 264 | |
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263 | 265 | class OperationConf(): |
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264 | 266 | |
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265 | 267 | id = None |
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266 | 268 | name = None |
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267 | 269 | priority = None |
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268 | 270 | type = None |
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269 | 271 | |
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270 | 272 | parmConfObjList = [] |
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271 | 273 | |
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272 | 274 | ELEMENTNAME = 'Operation' |
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273 | 275 | |
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274 | 276 | def __init__(self): |
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275 | 277 | |
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276 | 278 | self.id = '0' |
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277 | 279 | self.name = None |
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278 | 280 | self.priority = None |
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279 | 281 | self.type = 'self' |
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280 | 282 | |
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281 | 283 | |
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282 | 284 | def __getNewId(self): |
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283 | 285 | |
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284 | 286 | return int(self.id)*10 + len(self.parmConfObjList) + 1 |
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285 | 287 | |
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286 | 288 | def updateId(self, new_id): |
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287 | 289 | |
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288 | 290 | self.id = str(new_id) |
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289 | 291 | |
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290 | 292 | n = 1 |
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291 | 293 | for parmObj in self.parmConfObjList: |
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292 | 294 | |
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293 | 295 | idParm = str(int(new_id)*10 + n) |
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294 | 296 | parmObj.updateId(idParm) |
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295 | 297 | |
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296 | 298 | n += 1 |
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297 | 299 | |
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298 | 300 | def getElementName(self): |
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299 | 301 | |
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300 | 302 | return self.ELEMENTNAME |
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301 | 303 | |
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302 | 304 | def getParameterObjList(self): |
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303 | 305 | |
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304 | 306 | return self.parmConfObjList |
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305 | 307 | |
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306 | 308 | def getParameterObj(self, parameterName): |
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307 | 309 | |
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308 | 310 | for parmConfObj in self.parmConfObjList: |
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309 | 311 | |
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310 | 312 | if parmConfObj.name != parameterName: |
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311 | 313 | continue |
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312 | 314 | |
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313 | 315 | return parmConfObj |
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314 | 316 | |
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315 | 317 | return None |
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316 | 318 | |
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317 | 319 | def getParameterObjfromValue(self, parameterValue): |
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318 | 320 | |
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319 | 321 | for parmConfObj in self.parmConfObjList: |
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320 | 322 | |
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321 | 323 | if parmConfObj.getValue() != parameterValue: |
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322 | 324 | continue |
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323 | 325 | |
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324 | 326 | return parmConfObj.getValue() |
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325 | 327 | |
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326 | 328 | return None |
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327 | 329 | |
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328 | 330 | def getParameterValue(self, parameterName): |
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329 | 331 | |
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330 | 332 | parameterObj = self.getParameterObj(parameterName) |
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331 | 333 | |
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332 | 334 | # if not parameterObj: |
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333 | 335 | # return None |
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334 | 336 | |
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335 | 337 | value = parameterObj.getValue() |
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336 | 338 | |
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337 | 339 | return value |
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338 | 340 | |
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339 | 341 | |
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340 | 342 | def getKwargs(self): |
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341 | 343 | |
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342 | 344 | kwargs = {} |
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343 | 345 | |
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344 | 346 | for parmConfObj in self.parmConfObjList: |
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345 | 347 | if self.name == 'run' and parmConfObj.name == 'datatype': |
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346 | 348 | continue |
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347 | 349 | |
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348 | 350 | kwargs[parmConfObj.name] = parmConfObj.getValue() |
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349 | 351 | |
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350 | 352 | return kwargs |
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351 | 353 | |
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352 | 354 | def setup(self, id, name, priority, type): |
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353 | 355 | |
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354 | 356 | self.id = str(id) |
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355 | 357 | self.name = name |
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356 | 358 | self.type = type |
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357 | 359 | self.priority = priority |
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358 | 360 | |
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359 | 361 | self.parmConfObjList = [] |
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360 | 362 | |
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361 | 363 | def removeParameters(self): |
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362 | 364 | |
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363 | 365 | for obj in self.parmConfObjList: |
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364 | 366 | del obj |
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365 | 367 | |
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366 | 368 | self.parmConfObjList = [] |
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367 | 369 | |
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368 | 370 | def addParameter(self, name, value, format='str'): |
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369 | 371 | |
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370 | 372 | id = self.__getNewId() |
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371 | 373 | |
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372 | 374 | parmConfObj = ParameterConf() |
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373 | 375 | if not parmConfObj.setup(id, name, value, format): |
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374 | 376 | return None |
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375 | 377 | |
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376 | 378 | self.parmConfObjList.append(parmConfObj) |
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377 | 379 | |
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378 | 380 | return parmConfObj |
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379 | 381 | |
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380 | 382 | def changeParameter(self, name, value, format='str'): |
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381 | 383 | |
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382 | 384 | parmConfObj = self.getParameterObj(name) |
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383 | 385 | parmConfObj.update(name, value, format) |
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384 | 386 | |
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385 | 387 | return parmConfObj |
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386 | 388 | |
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387 | 389 | def makeXml(self, procUnitElement): |
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388 | 390 | |
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389 | 391 | opElement = SubElement(procUnitElement, self.ELEMENTNAME) |
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390 | 392 | opElement.set('id', str(self.id)) |
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391 | 393 | opElement.set('name', self.name) |
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392 | 394 | opElement.set('type', self.type) |
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393 | 395 | opElement.set('priority', str(self.priority)) |
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394 | 396 | |
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395 | 397 | for parmConfObj in self.parmConfObjList: |
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396 | 398 | parmConfObj.makeXml(opElement) |
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397 | 399 | |
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398 | 400 | def readXml(self, opElement): |
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399 | 401 | |
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400 | 402 | self.id = opElement.get('id') |
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401 | 403 | self.name = opElement.get('name') |
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402 | 404 | self.type = opElement.get('type') |
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403 | 405 | self.priority = opElement.get('priority') |
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404 | 406 | |
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405 | 407 | #Compatible with old signal chain version |
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406 | 408 | #Use of 'run' method instead 'init' |
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407 | 409 | if self.type == 'self' and self.name == 'init': |
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408 | 410 | self.name = 'run' |
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409 | 411 | |
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410 | 412 | self.parmConfObjList = [] |
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411 | 413 | |
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412 | 414 | parmElementList = opElement.iter(ParameterConf().getElementName()) |
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413 | 415 | |
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414 | 416 | for parmElement in parmElementList: |
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415 | 417 | parmConfObj = ParameterConf() |
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416 | 418 | parmConfObj.readXml(parmElement) |
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417 | 419 | |
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418 | 420 | #Compatible with old signal chain version |
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419 | 421 | #If an 'plot' OPERATION is found, changes name operation by the value of its type PARAMETER |
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420 | 422 | if self.type != 'self' and self.name == 'Plot': |
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421 | 423 | if parmConfObj.format == 'str' and parmConfObj.name == 'type': |
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422 | 424 | self.name = parmConfObj.value |
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423 | 425 | continue |
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424 | 426 | |
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425 | 427 | self.parmConfObjList.append(parmConfObj) |
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426 | 428 | |
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427 | 429 | def printattr(self): |
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428 | 430 | |
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429 | 431 | print "%s[%s]: name = %s, type = %s, priority = %s" %(self.ELEMENTNAME, |
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430 | 432 | self.id, |
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431 | 433 | self.name, |
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432 | 434 | self.type, |
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433 | 435 | self.priority) |
|
|
434 | 436 | |
|
|
435 | 437 | for parmConfObj in self.parmConfObjList: |
|
|
436 | 438 | parmConfObj.printattr() |
|
|
437 | 439 | |
|
|
438 | 440 | def createObject(self, plotter_queue=None): |
|
|
439 | 441 | |
|
|
440 | 442 | |
|
|
441 | 443 | if self.type == 'self': |
|
|
442 | 444 | raise ValueError, "This operation type cannot be created" |
|
|
443 | 445 | |
|
|
444 | 446 | if self.type == 'plotter': |
|
|
445 | 447 | #Plotter(plotter_name) |
|
|
446 | 448 | if not plotter_queue: |
|
|
447 | 449 | raise ValueError, "plotter_queue is not defined. Use:\nmyProject = Project()\nmyProject.setPlotterQueue(plotter_queue)" |
|
|
448 | 450 | |
|
|
449 | 451 | opObj = Plotter(self.name, plotter_queue) |
|
|
450 | 452 | |
|
|
451 | 453 | if self.type == 'external' or self.type == 'other': |
|
|
452 | 454 | |
|
|
453 | 455 | className = eval(self.name) |
|
|
454 | 456 | kwargs = self.getKwargs() |
|
|
455 | 457 | |
|
|
456 | 458 | opObj = className(**kwargs) |
|
|
457 | 459 | |
|
|
458 | 460 | return opObj |
|
|
459 | 461 | |
|
|
460 | 462 | |
|
|
461 | 463 | class ProcUnitConf(): |
|
|
462 | 464 | |
|
|
463 | 465 | id = None |
|
|
464 | 466 | name = None |
|
|
465 | 467 | datatype = None |
|
|
466 | 468 | inputId = None |
|
|
467 | 469 | parentId = None |
|
|
468 | 470 | |
|
|
469 | 471 | opConfObjList = [] |
|
|
470 | 472 | |
|
|
471 | 473 | procUnitObj = None |
|
|
472 | 474 | opObjList = [] |
|
|
473 | 475 | |
|
|
474 | 476 | ELEMENTNAME = 'ProcUnit' |
|
|
475 | 477 | |
|
|
476 | 478 | def __init__(self): |
|
|
477 | 479 | |
|
|
478 | 480 | self.id = None |
|
|
479 | 481 | self.datatype = None |
|
|
480 | 482 | self.name = None |
|
|
481 | 483 | self.inputId = None |
|
|
482 | 484 | |
|
|
483 | 485 | self.opConfObjList = [] |
|
|
484 | 486 | |
|
|
485 | 487 | self.procUnitObj = None |
|
|
486 | 488 | self.opObjDict = {} |
|
|
487 | 489 | |
|
|
488 | 490 | def __getPriority(self): |
|
|
489 | 491 | |
|
|
490 | 492 | return len(self.opConfObjList)+1 |
|
|
491 | 493 | |
|
|
492 | 494 | def __getNewId(self): |
|
|
493 | 495 | |
|
|
494 | 496 | return int(self.id)*10 + len(self.opConfObjList) + 1 |
|
|
495 | 497 | |
|
|
496 | 498 | def getElementName(self): |
|
|
497 | 499 | |
|
|
498 | 500 | return self.ELEMENTNAME |
|
|
499 | 501 | |
|
|
500 | 502 | def getId(self): |
|
|
501 | 503 | |
|
|
502 | 504 | return self.id |
|
|
503 | 505 | |
|
|
504 | 506 | def updateId(self, new_id, parentId=parentId): |
|
|
505 | 507 | |
|
|
506 | 508 | |
|
|
507 | 509 | new_id = int(parentId)*10 + (int(self.id) % 10) |
|
|
508 | 510 | new_inputId = int(parentId)*10 + (int(self.inputId) % 10) |
|
|
509 | 511 | |
|
|
510 | 512 | #If this proc unit has not inputs |
|
|
511 | 513 | if self.inputId == '0': |
|
|
512 | 514 | new_inputId = 0 |
|
|
513 | 515 | |
|
|
514 | 516 | n = 1 |
|
|
515 | 517 | for opConfObj in self.opConfObjList: |
|
|
516 | 518 | |
|
|
517 | 519 | idOp = str(int(new_id)*10 + n) |
|
|
518 | 520 | opConfObj.updateId(idOp) |
|
|
519 | 521 | |
|
|
520 | 522 | n += 1 |
|
|
521 | 523 | |
|
|
522 | 524 | self.parentId = str(parentId) |
|
|
523 | 525 | self.id = str(new_id) |
|
|
524 | 526 | self.inputId = str(new_inputId) |
|
|
525 | 527 | |
|
|
526 | 528 | |
|
|
527 | 529 | def getInputId(self): |
|
|
528 | 530 | |
|
|
529 | 531 | return self.inputId |
|
|
530 | 532 | |
|
|
531 | 533 | def getOperationObjList(self): |
|
|
532 | 534 | |
|
|
533 | 535 | return self.opConfObjList |
|
|
534 | 536 | |
|
|
535 | 537 | def getOperationObj(self, name=None): |
|
|
536 | 538 | |
|
|
537 | 539 | for opConfObj in self.opConfObjList: |
|
|
538 | 540 | |
|
|
539 | 541 | if opConfObj.name != name: |
|
|
540 | 542 | continue |
|
|
541 | 543 | |
|
|
542 | 544 | return opConfObj |
|
|
543 | 545 | |
|
|
544 | 546 | return None |
|
|
545 | 547 | |
|
|
546 | 548 | def getOpObjfromParamValue(self, value=None): |
|
|
547 | 549 | |
|
|
548 | 550 | for opConfObj in self.opConfObjList: |
|
|
549 | 551 | if opConfObj.getParameterObjfromValue(parameterValue=value) != value: |
|
|
550 | 552 | continue |
|
|
551 | 553 | return opConfObj |
|
|
552 | 554 | return None |
|
|
553 | 555 | |
|
|
554 | 556 | def getProcUnitObj(self): |
|
|
555 | 557 | |
|
|
556 | 558 | return self.procUnitObj |
|
|
557 | 559 | |
|
|
558 | 560 | def setup(self, id, name, datatype, inputId, parentId=None): |
|
|
559 | 561 | |
|
|
560 | 562 | #Compatible with old signal chain version |
|
|
561 | 563 | if datatype==None and name==None: |
|
|
562 | 564 | raise ValueError, "datatype or name should be defined" |
|
|
563 | 565 | |
|
|
564 | 566 | if name==None: |
|
|
565 | 567 | if 'Proc' in datatype: |
|
|
566 | 568 | name = datatype |
|
|
567 | 569 | else: |
|
|
568 | 570 | name = '%sProc' %(datatype) |
|
|
569 | 571 | |
|
|
570 | 572 | if datatype==None: |
|
|
571 | 573 | datatype = name.replace('Proc','') |
|
|
572 | 574 | |
|
|
573 | 575 | self.id = str(id) |
|
|
574 | 576 | self.name = name |
|
|
575 | 577 | self.datatype = datatype |
|
|
576 | 578 | self.inputId = inputId |
|
|
577 | 579 | self.parentId = parentId |
|
|
578 | 580 | |
|
|
579 | 581 | self.opConfObjList = [] |
|
|
580 | 582 | |
|
|
581 | 583 | self.addOperation(name='run', optype='self') |
|
|
582 | 584 | |
|
|
583 | 585 | def removeOperations(self): |
|
|
584 | 586 | |
|
|
585 | 587 | for obj in self.opConfObjList: |
|
|
586 | 588 | del obj |
|
|
587 | 589 | |
|
|
588 | 590 | self.opConfObjList = [] |
|
|
589 | 591 | self.addOperation(name='run') |
|
|
590 | 592 | |
|
|
591 | 593 | def addParameter(self, **kwargs): |
|
|
592 | 594 | ''' |
|
|
593 | 595 | Add parameters to "run" operation |
|
|
594 | 596 | ''' |
|
|
595 | 597 | opObj = self.opConfObjList[0] |
|
|
596 | 598 | |
|
|
597 | 599 | opObj.addParameter(**kwargs) |
|
|
598 | 600 | |
|
|
599 | 601 | return opObj |
|
|
600 | 602 | |
|
|
601 | 603 | def addOperation(self, name, optype='self'): |
|
|
602 | 604 | |
|
|
603 | 605 | id = self.__getNewId() |
|
|
604 | 606 | priority = self.__getPriority() |
|
|
605 | 607 | |
|
|
606 | 608 | opConfObj = OperationConf() |
|
|
607 | 609 | opConfObj.setup(id, name=name, priority=priority, type=optype) |
|
|
608 | 610 | |
|
|
609 | 611 | self.opConfObjList.append(opConfObj) |
|
|
610 | 612 | |
|
|
611 | 613 | return opConfObj |
|
|
612 | 614 | |
|
|
613 | 615 | def makeXml(self, projectElement): |
|
|
614 | 616 | |
|
|
615 | 617 | procUnitElement = SubElement(projectElement, self.ELEMENTNAME) |
|
|
616 | 618 | procUnitElement.set('id', str(self.id)) |
|
|
617 | 619 | procUnitElement.set('name', self.name) |
|
|
618 | 620 | procUnitElement.set('datatype', self.datatype) |
|
|
619 | 621 | procUnitElement.set('inputId', str(self.inputId)) |
|
|
620 | 622 | |
|
|
621 | 623 | for opConfObj in self.opConfObjList: |
|
|
622 | 624 | opConfObj.makeXml(procUnitElement) |
|
|
623 | 625 | |
|
|
624 | 626 | def readXml(self, upElement): |
|
|
625 | 627 | |
|
|
626 | 628 | self.id = upElement.get('id') |
|
|
627 | 629 | self.name = upElement.get('name') |
|
|
628 | 630 | self.datatype = upElement.get('datatype') |
|
|
629 | 631 | self.inputId = upElement.get('inputId') |
|
|
630 | 632 | |
|
|
631 | 633 | if self.ELEMENTNAME == "ReadUnit": |
|
|
632 | 634 | self.datatype = self.datatype.replace("Reader", "") |
|
|
633 | 635 | |
|
|
634 | 636 | if self.ELEMENTNAME == "ProcUnit": |
|
|
635 | 637 | self.datatype = self.datatype.replace("Proc", "") |
|
|
636 | 638 | |
|
|
637 | 639 | if self.inputId == 'None': |
|
|
638 | 640 | self.inputId = '0' |
|
|
639 | 641 | |
|
|
640 | 642 | self.opConfObjList = [] |
|
|
641 | 643 | |
|
|
642 | 644 | opElementList = upElement.iter(OperationConf().getElementName()) |
|
|
643 | 645 | |
|
|
644 | 646 | for opElement in opElementList: |
|
|
645 | 647 | opConfObj = OperationConf() |
|
|
646 | 648 | opConfObj.readXml(opElement) |
|
|
647 | 649 | self.opConfObjList.append(opConfObj) |
|
|
648 | 650 | |
|
|
649 | 651 | def printattr(self): |
|
|
650 | 652 | |
|
|
651 | 653 | print "%s[%s]: name = %s, datatype = %s, inputId = %s" %(self.ELEMENTNAME, |
|
|
652 | 654 | self.id, |
|
|
653 | 655 | self.name, |
|
|
654 | 656 | self.datatype, |
|
|
655 | 657 | self.inputId) |
|
|
656 | 658 | |
|
|
657 | 659 | for opConfObj in self.opConfObjList: |
|
|
658 | 660 | opConfObj.printattr() |
|
|
659 | 661 | |
|
|
660 | 662 | |
|
|
661 | 663 | def getKwargs(self): |
|
|
662 | 664 | |
|
|
663 | 665 | opObj = self.opConfObjList[0] |
|
|
664 | 666 | kwargs = opObj.getKwargs() |
|
|
665 | 667 | |
|
|
666 | 668 | return kwargs |
|
|
667 | 669 | |
|
|
668 | 670 | def createObjects(self, plotter_queue=None): |
|
|
669 | 671 | |
|
|
670 | 672 | className = eval(self.name) |
|
|
671 | 673 | kwargs = self.getKwargs() |
|
|
672 | 674 | procUnitObj = className(**kwargs) |
|
|
673 | 675 | |
|
|
674 | 676 | for opConfObj in self.opConfObjList: |
|
|
675 | 677 | |
|
|
676 | 678 | if opConfObj.type=='self' and self.name=='run': |
|
|
677 | 679 | continue |
|
|
678 | 680 | elif opConfObj.type=='self': |
|
|
679 | 681 | procUnitObj.addOperationKwargs(opConfObj.id, **opConfObj.getKwargs()) |
|
|
680 | 682 | continue |
|
|
681 | 683 | |
|
|
682 | 684 | opObj = opConfObj.createObject(plotter_queue) |
|
|
683 | 685 | |
|
|
684 | 686 | self.opObjDict[opConfObj.id] = opObj |
|
|
685 | 687 | |
|
|
686 | 688 | procUnitObj.addOperation(opObj, opConfObj.id) |
|
|
687 | 689 | |
|
|
688 | 690 | self.procUnitObj = procUnitObj |
|
|
689 | 691 | |
|
|
690 | 692 | return procUnitObj |
|
|
691 | 693 | |
|
|
692 | 694 | def run(self): |
|
|
693 | 695 | |
|
|
694 | 696 | is_ok = False |
|
|
695 | 697 | |
|
|
696 | 698 | for opConfObj in self.opConfObjList: |
|
|
697 | 699 | |
|
|
698 | 700 | kwargs = {} |
|
|
699 | 701 | for parmConfObj in opConfObj.getParameterObjList(): |
|
|
700 | 702 | if opConfObj.name == 'run' and parmConfObj.name == 'datatype': |
|
|
701 | 703 | continue |
|
|
702 | 704 | |
|
|
703 | 705 | kwargs[parmConfObj.name] = parmConfObj.getValue() |
|
|
704 | 706 | |
|
|
705 | 707 | #ini = time.time() |
|
|
706 | 708 | |
|
|
707 | 709 | #print "\tRunning the '%s' operation with %s" %(opConfObj.name, opConfObj.id) |
|
|
708 | 710 | sts = self.procUnitObj.call(opType = opConfObj.type, |
|
|
709 | 711 | opName = opConfObj.name, |
|
|
710 | 712 | opId = opConfObj.id, |
|
|
711 | 713 | ) |
|
|
712 | 714 | |
|
|
713 | 715 | # total_time = time.time() - ini |
|
|
714 | 716 | # |
|
|
715 | 717 | # if total_time > 0.002: |
|
|
716 | 718 | # print "%s::%s took %f seconds" %(self.name, opConfObj.name, total_time) |
|
|
717 | 719 | |
|
|
718 | 720 | is_ok = is_ok or sts |
|
|
719 | 721 | |
|
|
720 | 722 | return is_ok |
|
|
721 | 723 | |
|
|
722 | 724 | def close(self): |
|
|
723 | 725 | |
|
|
724 | 726 | for opConfObj in self.opConfObjList: |
|
|
725 | 727 | if opConfObj.type == 'self': |
|
|
726 | 728 | continue |
|
|
727 | 729 | |
|
|
728 | 730 | opObj = self.procUnitObj.getOperationObj(opConfObj.id) |
|
|
729 | 731 | opObj.close() |
|
|
730 | 732 | |
|
|
731 | 733 | self.procUnitObj.close() |
|
|
732 | 734 | |
|
|
733 | 735 | return |
|
|
734 | 736 | |
|
|
735 | 737 | class ReadUnitConf(ProcUnitConf): |
|
|
736 | 738 | |
|
|
737 | 739 | path = None |
|
|
738 | 740 | startDate = None |
|
|
739 | 741 | endDate = None |
|
|
740 | 742 | startTime = None |
|
|
741 | 743 | endTime = None |
|
|
742 | 744 | |
|
|
743 | 745 | ELEMENTNAME = 'ReadUnit' |
|
|
744 | 746 | |
|
|
745 | 747 | def __init__(self): |
|
|
746 | 748 | |
|
|
747 | 749 | self.id = None |
|
|
748 | 750 | self.datatype = None |
|
|
749 | 751 | self.name = None |
|
|
750 | 752 | self.inputId = None |
|
|
751 | 753 | |
|
|
752 | 754 | self.parentId = None |
|
|
753 | 755 | |
|
|
754 | 756 | self.opConfObjList = [] |
|
|
755 | 757 | self.opObjList = [] |
|
|
756 | 758 | |
|
|
757 | 759 | def getElementName(self): |
|
|
758 | 760 | |
|
|
759 | 761 | return self.ELEMENTNAME |
|
|
760 | 762 | |
|
|
761 | 763 | def setup(self, id, name, datatype, path='', startDate="", endDate="", startTime="", |
|
|
762 | 764 | endTime="", parentId=None, queue=None, server=None, **kwargs): |
|
|
763 | 765 | |
|
|
764 | 766 | #Compatible with old signal chain version |
|
|
765 | 767 | if datatype==None and name==None: |
|
|
766 | 768 | raise ValueError, "datatype or name should be defined" |
|
|
767 | 769 | |
|
|
768 | 770 | if name==None: |
|
|
769 | 771 | if 'Reader' in datatype: |
|
|
770 | 772 | name = datatype |
|
|
771 | 773 | else: |
|
|
772 | 774 | name = '%sReader' %(datatype) |
|
|
773 | 775 | if datatype==None: |
|
|
774 | 776 | datatype = name.replace('Reader','') |
|
|
775 | 777 | |
|
|
776 | 778 | self.id = id |
|
|
777 | 779 | self.name = name |
|
|
778 | 780 | self.datatype = datatype |
|
|
779 | 781 | if path != '': |
|
|
780 | 782 | self.path = os.path.abspath(path) |
|
|
781 | 783 | self.startDate = startDate |
|
|
782 | 784 | self.endDate = endDate |
|
|
783 | 785 | self.startTime = startTime |
|
|
784 | 786 | self.endTime = endTime |
|
|
785 | 787 | |
|
|
786 | 788 | self.inputId = '0' |
|
|
787 | 789 | self.parentId = parentId |
|
|
788 | 790 | self.queue = queue |
|
|
789 | 791 | self.server = server |
|
|
790 | 792 | self.addRunOperation(**kwargs) |
|
|
791 | 793 | |
|
|
792 | 794 | def update(self, datatype, path, startDate, endDate, startTime, endTime, parentId=None, name=None, **kwargs): |
|
|
793 | 795 | |
|
|
794 | 796 | #Compatible with old signal chain version |
|
|
795 | 797 | if datatype==None and name==None: |
|
|
796 | 798 | raise ValueError, "datatype or name should be defined" |
|
|
797 | 799 | |
|
|
798 | 800 | if name==None: |
|
|
799 | 801 | if 'Reader' in datatype: |
|
|
800 | 802 | name = datatype |
|
|
801 | 803 | else: |
|
|
802 | 804 | name = '%sReader' %(datatype) |
|
|
803 | 805 | |
|
|
804 | 806 | if datatype==None: |
|
|
805 | 807 | datatype = name.replace('Reader','') |
|
|
806 | 808 | |
|
|
807 | 809 | self.datatype = datatype |
|
|
808 | 810 | self.name = name |
|
|
809 | 811 | self.path = path |
|
|
810 | 812 | self.startDate = startDate |
|
|
811 | 813 | self.endDate = endDate |
|
|
812 | 814 | self.startTime = startTime |
|
|
813 | 815 | self.endTime = endTime |
|
|
814 | 816 | |
|
|
815 | 817 | self.inputId = '0' |
|
|
816 | 818 | self.parentId = parentId |
|
|
817 | 819 | |
|
|
818 | 820 | self.updateRunOperation(**kwargs) |
|
|
819 | 821 | |
|
|
820 | 822 | def removeOperations(self): |
|
|
821 | 823 | |
|
|
822 | 824 | for obj in self.opConfObjList: |
|
|
823 | 825 | del obj |
|
|
824 | 826 | |
|
|
825 | 827 | self.opConfObjList = [] |
|
|
826 | 828 | |
|
|
827 | 829 | def addRunOperation(self, **kwargs): |
|
|
828 | 830 | |
|
|
829 | 831 | opObj = self.addOperation(name = 'run', optype = 'self') |
|
|
830 | 832 | |
|
|
831 | 833 | if self.server is None: |
|
|
832 | 834 | opObj.addParameter(name='datatype' , value=self.datatype, format='str') |
|
|
833 | 835 | opObj.addParameter(name='path' , value=self.path, format='str') |
|
|
834 | 836 | opObj.addParameter(name='startDate' , value=self.startDate, format='date') |
|
|
835 | 837 | opObj.addParameter(name='endDate' , value=self.endDate, format='date') |
|
|
836 | 838 | opObj.addParameter(name='startTime' , value=self.startTime, format='time') |
|
|
837 | 839 | opObj.addParameter(name='endTime' , value=self.endTime, format='time') |
|
|
838 | 840 | opObj.addParameter(name='queue' , value=self.queue, format='obj') |
|
|
839 | 841 | for key, value in kwargs.items(): |
|
|
840 | 842 | opObj.addParameter(name=key, value=value, format=type(value).__name__) |
|
|
841 | 843 | else: |
|
|
842 | 844 | opObj.addParameter(name='server' , value=self.server, format='str') |
|
|
843 | 845 | |
|
|
844 | 846 | |
|
|
845 | 847 | return opObj |
|
|
846 | 848 | |
|
|
847 | 849 | def updateRunOperation(self, **kwargs): |
|
|
848 | 850 | |
|
|
849 | 851 | opObj = self.getOperationObj(name = 'run') |
|
|
850 | 852 | opObj.removeParameters() |
|
|
851 | 853 | |
|
|
852 | 854 | opObj.addParameter(name='datatype' , value=self.datatype, format='str') |
|
|
853 | 855 | opObj.addParameter(name='path' , value=self.path, format='str') |
|
|
854 | 856 | opObj.addParameter(name='startDate' , value=self.startDate, format='date') |
|
|
855 | 857 | opObj.addParameter(name='endDate' , value=self.endDate, format='date') |
|
|
856 | 858 | opObj.addParameter(name='startTime' , value=self.startTime, format='time') |
|
|
857 | 859 | opObj.addParameter(name='endTime' , value=self.endTime, format='time') |
|
|
858 | 860 | |
|
|
859 | 861 | for key, value in kwargs.items(): |
|
|
860 | 862 | opObj.addParameter(name=key, value=value, format=type(value).__name__) |
|
|
861 | 863 | |
|
|
862 | 864 | return opObj |
|
|
863 | 865 | |
|
|
864 | 866 | # def makeXml(self, projectElement): |
|
|
865 | 867 | # |
|
|
866 | 868 | # procUnitElement = SubElement(projectElement, self.ELEMENTNAME) |
|
|
867 | 869 | # procUnitElement.set('id', str(self.id)) |
|
|
868 | 870 | # procUnitElement.set('name', self.name) |
|
|
869 | 871 | # procUnitElement.set('datatype', self.datatype) |
|
|
870 | 872 | # procUnitElement.set('inputId', str(self.inputId)) |
|
|
871 | 873 | # |
|
|
872 | 874 | # for opConfObj in self.opConfObjList: |
|
|
873 | 875 | # opConfObj.makeXml(procUnitElement) |
|
|
874 | 876 | |
|
|
875 | 877 | def readXml(self, upElement): |
|
|
876 | 878 | |
|
|
877 | 879 | self.id = upElement.get('id') |
|
|
878 | 880 | self.name = upElement.get('name') |
|
|
879 | 881 | self.datatype = upElement.get('datatype') |
|
|
880 | 882 | self.inputId = upElement.get('inputId') |
|
|
881 | 883 | |
|
|
882 | 884 | if self.ELEMENTNAME == "ReadUnit": |
|
|
883 | 885 | self.datatype = self.datatype.replace("Reader", "") |
|
|
884 | 886 | |
|
|
885 | 887 | if self.inputId == 'None': |
|
|
886 | 888 | self.inputId = '0' |
|
|
887 | 889 | |
|
|
888 | 890 | self.opConfObjList = [] |
|
|
889 | 891 | |
|
|
890 | 892 | opElementList = upElement.iter(OperationConf().getElementName()) |
|
|
891 | 893 | |
|
|
892 | 894 | for opElement in opElementList: |
|
|
893 | 895 | opConfObj = OperationConf() |
|
|
894 | 896 | opConfObj.readXml(opElement) |
|
|
895 | 897 | self.opConfObjList.append(opConfObj) |
|
|
896 | 898 | |
|
|
897 | 899 | if opConfObj.name == 'run': |
|
|
898 | 900 | self.path = opConfObj.getParameterValue('path') |
|
|
899 | 901 | self.startDate = opConfObj.getParameterValue('startDate') |
|
|
900 | 902 | self.endDate = opConfObj.getParameterValue('endDate') |
|
|
901 | 903 | self.startTime = opConfObj.getParameterValue('startTime') |
|
|
902 | 904 | self.endTime = opConfObj.getParameterValue('endTime') |
|
|
903 | 905 | |
|
|
904 | 906 | class Project(): |
|
|
905 | 907 | |
|
|
906 | 908 | id = None |
|
|
907 | 909 | name = None |
|
|
908 | 910 | description = None |
|
|
909 | 911 | filename = None |
|
|
910 | 912 | |
|
|
911 | 913 | procUnitConfObjDict = None |
|
|
912 | 914 | |
|
|
913 | 915 | ELEMENTNAME = 'Project' |
|
|
914 | 916 | |
|
|
915 | 917 | plotterQueue = None |
|
|
916 | 918 | |
|
|
917 | 919 | def __init__(self, plotter_queue=None): |
|
|
918 | 920 | |
|
|
919 | 921 | self.id = None |
|
|
920 | 922 | self.name = None |
|
|
921 | 923 | self.description = None |
|
|
922 | 924 | |
|
|
923 | 925 | self.plotterQueue = plotter_queue |
|
|
924 | 926 | |
|
|
925 | 927 | self.procUnitConfObjDict = {} |
|
|
926 | 928 | |
|
|
927 | 929 | def __getNewId(self): |
|
|
928 | 930 | |
|
|
929 | 931 | idList = self.procUnitConfObjDict.keys() |
|
|
930 | 932 | |
|
|
931 | 933 | id = int(self.id)*10 |
|
|
932 | 934 | |
|
|
933 | 935 | while True: |
|
|
934 | 936 | id += 1 |
|
|
935 | 937 | |
|
|
936 | 938 | if str(id) in idList: |
|
|
937 | 939 | continue |
|
|
938 | 940 | |
|
|
939 | 941 | break |
|
|
940 | 942 | |
|
|
941 | 943 | return str(id) |
|
|
942 | 944 | |
|
|
943 | 945 | def getElementName(self): |
|
|
944 | 946 | |
|
|
945 | 947 | return self.ELEMENTNAME |
|
|
946 | 948 | |
|
|
947 | 949 | def getId(self): |
|
|
948 | 950 | |
|
|
949 | 951 | return self.id |
|
|
950 | 952 | |
|
|
951 | 953 | def updateId(self, new_id): |
|
|
952 | 954 | |
|
|
953 | 955 | self.id = str(new_id) |
|
|
954 | 956 | |
|
|
955 | 957 | keyList = self.procUnitConfObjDict.keys() |
|
|
956 | 958 | keyList.sort() |
|
|
957 | 959 | |
|
|
958 | 960 | n = 1 |
|
|
959 | 961 | newProcUnitConfObjDict = {} |
|
|
960 | 962 | |
|
|
961 | 963 | for procKey in keyList: |
|
|
962 | 964 | |
|
|
963 | 965 | procUnitConfObj = self.procUnitConfObjDict[procKey] |
|
|
964 | 966 | idProcUnit = str(int(self.id)*10 + n) |
|
|
965 | 967 | procUnitConfObj.updateId(idProcUnit, parentId = self.id) |
|
|
966 | 968 | |
|
|
967 | 969 | newProcUnitConfObjDict[idProcUnit] = procUnitConfObj |
|
|
968 | 970 | n += 1 |
|
|
969 | 971 | |
|
|
970 | 972 | self.procUnitConfObjDict = newProcUnitConfObjDict |
|
|
971 | 973 | |
|
|
972 | 974 | def setup(self, id, name, description): |
|
|
973 | 975 | |
|
|
974 | 976 | self.id = str(id) |
|
|
975 | 977 | self.name = name |
|
|
976 | 978 | self.description = description |
|
|
977 | 979 | |
|
|
978 | 980 | def update(self, name, description): |
|
|
979 | 981 | |
|
|
980 | 982 | self.name = name |
|
|
981 | 983 | self.description = description |
|
|
982 | 984 | |
|
|
983 | 985 | def addReadUnit(self, id=None, datatype=None, name=None, **kwargs): |
|
|
984 | 986 | |
|
|
985 | 987 | if id is None: |
|
|
986 | 988 | idReadUnit = self.__getNewId() |
|
|
987 | 989 | else: |
|
|
988 | 990 | idReadUnit = str(id) |
|
|
989 | 991 | |
|
|
990 | 992 | readUnitConfObj = ReadUnitConf() |
|
|
991 | 993 | readUnitConfObj.setup(idReadUnit, name, datatype, parentId=self.id, **kwargs) |
|
|
992 | 994 | |
|
|
993 | 995 | self.procUnitConfObjDict[readUnitConfObj.getId()] = readUnitConfObj |
|
|
994 | 996 | |
|
|
995 | 997 | return readUnitConfObj |
|
|
996 | 998 | |
|
|
997 | 999 | def addProcUnit(self, inputId='0', datatype=None, name=None): |
|
|
998 | 1000 | |
|
|
999 | 1001 | idProcUnit = self.__getNewId() |
|
|
1000 | 1002 | |
|
|
1001 | 1003 | procUnitConfObj = ProcUnitConf() |
|
|
1002 | 1004 | procUnitConfObj.setup(idProcUnit, name, datatype, inputId, parentId=self.id) |
|
|
1003 | 1005 | |
|
|
1004 | 1006 | self.procUnitConfObjDict[procUnitConfObj.getId()] = procUnitConfObj |
|
|
1005 | 1007 | |
|
|
1006 | 1008 | return procUnitConfObj |
|
|
1007 | 1009 | |
|
|
1008 | 1010 | def removeProcUnit(self, id): |
|
|
1009 | 1011 | |
|
|
1010 | 1012 | if id in self.procUnitConfObjDict.keys(): |
|
|
1011 | 1013 | self.procUnitConfObjDict.pop(id) |
|
|
1012 | 1014 | |
|
|
1013 | 1015 | def getReadUnitId(self): |
|
|
1014 | 1016 | |
|
|
1015 | 1017 | readUnitConfObj = self.getReadUnitObj() |
|
|
1016 | 1018 | |
|
|
1017 | 1019 | return readUnitConfObj.id |
|
|
1018 | 1020 | |
|
|
1019 | 1021 | def getReadUnitObj(self): |
|
|
1020 | 1022 | |
|
|
1021 | 1023 | for obj in self.procUnitConfObjDict.values(): |
|
|
1022 | 1024 | if obj.getElementName() == "ReadUnit": |
|
|
1023 | 1025 | return obj |
|
|
1024 | 1026 | |
|
|
1025 | 1027 | return None |
|
|
1026 | 1028 | |
|
|
1027 | 1029 | def getProcUnitObj(self, id=None, name=None): |
|
|
1028 | 1030 | |
|
|
1029 | 1031 | if id != None: |
|
|
1030 | 1032 | return self.procUnitConfObjDict[id] |
|
|
1031 | 1033 | |
|
|
1032 | 1034 | if name != None: |
|
|
1033 | 1035 | return self.getProcUnitObjByName(name) |
|
|
1034 | 1036 | |
|
|
1035 | 1037 | return None |
|
|
1036 | 1038 | |
|
|
1037 | 1039 | def getProcUnitObjByName(self, name): |
|
|
1038 | 1040 | |
|
|
1039 | 1041 | for obj in self.procUnitConfObjDict.values(): |
|
|
1040 | 1042 | if obj.name == name: |
|
|
1041 | 1043 | return obj |
|
|
1042 | 1044 | |
|
|
1043 | 1045 | return None |
|
|
1044 | 1046 | |
|
|
1045 | 1047 | def procUnitItems(self): |
|
|
1046 | 1048 | |
|
|
1047 | 1049 | return self.procUnitConfObjDict.items() |
|
|
1048 | 1050 | |
|
|
1049 | 1051 | def makeXml(self): |
|
|
1050 | 1052 | |
|
|
1051 | 1053 | projectElement = Element('Project') |
|
|
1052 | 1054 | projectElement.set('id', str(self.id)) |
|
|
1053 | 1055 | projectElement.set('name', self.name) |
|
|
1054 | 1056 | projectElement.set('description', self.description) |
|
|
1055 | 1057 | |
|
|
1056 | 1058 | for procUnitConfObj in self.procUnitConfObjDict.values(): |
|
|
1057 | 1059 | procUnitConfObj.makeXml(projectElement) |
|
|
1058 | 1060 | |
|
|
1059 | 1061 | self.projectElement = projectElement |
|
|
1060 | 1062 | |
|
|
1061 | 1063 | def writeXml(self, filename=None): |
|
|
1062 | 1064 | |
|
|
1063 | 1065 | if filename == None: |
|
|
1064 | 1066 | if self.filename: |
|
|
1065 | 1067 | filename = self.filename |
|
|
1066 | 1068 | else: |
|
|
1067 | 1069 | filename = "schain.xml" |
|
|
1068 | 1070 | |
|
|
1069 | 1071 | if not filename: |
|
|
1070 | 1072 | print "filename has not been defined. Use setFilename(filename) for do it." |
|
|
1071 | 1073 | return 0 |
|
|
1072 | 1074 | |
|
|
1073 | 1075 | abs_file = os.path.abspath(filename) |
|
|
1074 | 1076 | |
|
|
1075 | 1077 | if not os.access(os.path.dirname(abs_file), os.W_OK): |
|
|
1076 | 1078 | print "No write permission on %s" %os.path.dirname(abs_file) |
|
|
1077 | 1079 | return 0 |
|
|
1078 | 1080 | |
|
|
1079 | 1081 | if os.path.isfile(abs_file) and not(os.access(abs_file, os.W_OK)): |
|
|
1080 | 1082 | print "File %s already exists and it could not be overwriten" %abs_file |
|
|
1081 | 1083 | return 0 |
|
|
1082 | 1084 | |
|
|
1083 | 1085 | self.makeXml() |
|
|
1084 | 1086 | |
|
|
1085 | 1087 | ElementTree(self.projectElement).write(abs_file, method='xml') |
|
|
1086 | 1088 | |
|
|
1087 | 1089 | self.filename = abs_file |
|
|
1088 | 1090 | |
|
|
1089 | 1091 | return 1 |
|
|
1090 | 1092 | |
|
|
1091 | 1093 | def readXml(self, filename = None): |
|
|
1092 | 1094 | |
|
|
1093 | 1095 | if not filename: |
|
|
1094 | 1096 | print "filename is not defined" |
|
|
1095 | 1097 | return 0 |
|
|
1096 | 1098 | |
|
|
1097 | 1099 | abs_file = os.path.abspath(filename) |
|
|
1098 | 1100 | |
|
|
1099 | 1101 | if not os.path.isfile(abs_file): |
|
|
1100 | 1102 | print "%s file does not exist" %abs_file |
|
|
1101 | 1103 | return 0 |
|
|
1102 | 1104 | |
|
|
1103 | 1105 | self.projectElement = None |
|
|
1104 | 1106 | self.procUnitConfObjDict = {} |
|
|
1105 | 1107 | |
|
|
1106 | 1108 | try: |
|
|
1107 | 1109 | self.projectElement = ElementTree().parse(abs_file) |
|
|
1108 | 1110 | except: |
|
|
1109 | 1111 | print "Error reading %s, verify file format" %filename |
|
|
1110 | 1112 | return 0 |
|
|
1111 | 1113 | |
|
|
1112 | 1114 | self.project = self.projectElement.tag |
|
|
1113 | 1115 | |
|
|
1114 | 1116 | self.id = self.projectElement.get('id') |
|
|
1115 | 1117 | self.name = self.projectElement.get('name') |
|
|
1116 | 1118 | self.description = self.projectElement.get('description') |
|
|
1117 | 1119 | |
|
|
1118 | 1120 | readUnitElementList = self.projectElement.iter(ReadUnitConf().getElementName()) |
|
|
1119 | 1121 | |
|
|
1120 | 1122 | for readUnitElement in readUnitElementList: |
|
|
1121 | 1123 | readUnitConfObj = ReadUnitConf() |
|
|
1122 | 1124 | readUnitConfObj.readXml(readUnitElement) |
|
|
1123 | 1125 | |
|
|
1124 | 1126 | if readUnitConfObj.parentId == None: |
|
|
1125 | 1127 | readUnitConfObj.parentId = self.id |
|
|
1126 | 1128 | |
|
|
1127 | 1129 | self.procUnitConfObjDict[readUnitConfObj.getId()] = readUnitConfObj |
|
|
1128 | 1130 | |
|
|
1129 | 1131 | procUnitElementList = self.projectElement.iter(ProcUnitConf().getElementName()) |
|
|
1130 | 1132 | |
|
|
1131 | 1133 | for procUnitElement in procUnitElementList: |
|
|
1132 | 1134 | procUnitConfObj = ProcUnitConf() |
|
|
1133 | 1135 | procUnitConfObj.readXml(procUnitElement) |
|
|
1134 | 1136 | |
|
|
1135 | 1137 | if procUnitConfObj.parentId == None: |
|
|
1136 | 1138 | procUnitConfObj.parentId = self.id |
|
|
1137 | 1139 | |
|
|
1138 | 1140 | self.procUnitConfObjDict[procUnitConfObj.getId()] = procUnitConfObj |
|
|
1139 | 1141 | |
|
|
1140 | 1142 | self.filename = abs_file |
|
|
1141 | 1143 | |
|
|
1142 | 1144 | return 1 |
|
|
1143 | 1145 | |
|
|
1144 | 1146 | def printattr(self): |
|
|
1145 | 1147 | |
|
|
1146 | 1148 | print "Project[%s]: name = %s, description = %s" %(self.id, |
|
|
1147 | 1149 | self.name, |
|
|
1148 | 1150 | self.description) |
|
|
1149 | 1151 | |
|
|
1150 | 1152 | for procUnitConfObj in self.procUnitConfObjDict.values(): |
|
|
1151 | 1153 | procUnitConfObj.printattr() |
|
|
1152 | 1154 | |
|
|
1153 | 1155 | def createObjects(self): |
|
|
1154 | 1156 | |
|
|
1155 | 1157 | for procUnitConfObj in self.procUnitConfObjDict.values(): |
|
|
1156 | 1158 | procUnitConfObj.createObjects(self.plotterQueue) |
|
|
1157 | 1159 | |
|
|
1158 | 1160 | def __connect(self, objIN, thisObj): |
|
|
1159 | 1161 | |
|
|
1160 | 1162 | thisObj.setInput(objIN.getOutputObj()) |
|
|
1161 | 1163 | |
|
|
1162 | 1164 | def connectObjects(self): |
|
|
1163 | 1165 | |
|
|
1164 | 1166 | for thisPUConfObj in self.procUnitConfObjDict.values(): |
|
|
1165 | 1167 | |
|
|
1166 | 1168 | inputId = thisPUConfObj.getInputId() |
|
|
1167 | 1169 | |
|
|
1168 | 1170 | if int(inputId) == 0: |
|
|
1169 | 1171 | continue |
|
|
1170 | 1172 | |
|
|
1171 | 1173 | #Get input object |
|
|
1172 | 1174 | puConfINObj = self.procUnitConfObjDict[inputId] |
|
|
1173 | 1175 | puObjIN = puConfINObj.getProcUnitObj() |
|
|
1174 | 1176 | |
|
|
1175 | 1177 | #Get current object |
|
|
1176 | 1178 | thisPUObj = thisPUConfObj.getProcUnitObj() |
|
|
1177 | 1179 | |
|
|
1178 | 1180 | self.__connect(puObjIN, thisPUObj) |
|
|
1179 | 1181 | |
|
|
1180 | 1182 | def __handleError(self, procUnitConfObj, send_email=True): |
|
|
1181 | 1183 | |
|
|
1182 | 1184 | import socket |
|
|
1183 | 1185 | |
|
|
1184 | 1186 | err = traceback.format_exception(sys.exc_info()[0], |
|
|
1185 | 1187 | sys.exc_info()[1], |
|
|
1186 | 1188 | sys.exc_info()[2]) |
|
|
1187 | 1189 | |
|
|
1188 | 1190 | print "***** Error occurred in %s *****" %(procUnitConfObj.name) |
|
|
1189 | 1191 | print "***** %s" %err[-1] |
|
|
1190 | 1192 | |
|
|
1191 | 1193 | message = "".join(err) |
|
|
1192 | 1194 | |
|
|
1193 | 1195 | sys.stderr.write(message) |
|
|
1194 | 1196 | |
|
|
1195 | 1197 | if not send_email: |
|
|
1196 | 1198 | return |
|
|
1197 | 1199 | |
|
|
1198 | 1200 | subject = "SChain v%s: Error running %s\n" %(schainpy.__version__, procUnitConfObj.name) |
|
|
1199 | 1201 | |
|
|
1200 | 1202 | subtitle = "%s: %s\n" %(procUnitConfObj.getElementName() ,procUnitConfObj.name) |
|
|
1201 | 1203 | subtitle += "Hostname: %s\n" %socket.gethostbyname(socket.gethostname()) |
|
|
1202 | 1204 | subtitle += "Working directory: %s\n" %os.path.abspath("./") |
|
|
1203 | 1205 | subtitle += "Configuration file: %s\n" %self.filename |
|
|
1204 | 1206 | subtitle += "Time: %s\n" %str(datetime.datetime.now()) |
|
|
1205 | 1207 | |
|
|
1206 | 1208 | readUnitConfObj = self.getReadUnitObj() |
|
|
1207 | 1209 | if readUnitConfObj: |
|
|
1208 | 1210 | subtitle += "\nInput parameters:\n" |
|
|
1209 | 1211 | subtitle += "[Data path = %s]\n" %readUnitConfObj.path |
|
|
1210 | 1212 | subtitle += "[Data type = %s]\n" %readUnitConfObj.datatype |
|
|
1211 | 1213 | subtitle += "[Start date = %s]\n" %readUnitConfObj.startDate |
|
|
1212 | 1214 | subtitle += "[End date = %s]\n" %readUnitConfObj.endDate |
|
|
1213 | 1215 | subtitle += "[Start time = %s]\n" %readUnitConfObj.startTime |
|
|
1214 | 1216 | subtitle += "[End time = %s]\n" %readUnitConfObj.endTime |
|
|
1215 | 1217 | |
|
|
1216 | 1218 | adminObj = schainpy.admin.SchainNotify() |
|
|
1217 | 1219 | adminObj.sendAlert(message=message, |
|
|
1218 | 1220 | subject=subject, |
|
|
1219 | 1221 | subtitle=subtitle, |
|
|
1220 | 1222 | filename=self.filename) |
|
|
1221 | 1223 | |
|
|
1222 | 1224 | def isPaused(self): |
|
|
1223 | 1225 | return 0 |
|
|
1224 | 1226 | |
|
|
1225 | 1227 | def isStopped(self): |
|
|
1226 | 1228 | return 0 |
|
|
1227 | 1229 | |
|
|
1228 | 1230 | def runController(self): |
|
|
1229 | 1231 | """ |
|
|
1230 | 1232 | returns 0 when this process has been stopped, 1 otherwise |
|
|
1231 | 1233 | """ |
|
|
1232 | 1234 | |
|
|
1233 | 1235 | if self.isPaused(): |
|
|
1234 | 1236 | print "Process suspended" |
|
|
1235 | 1237 | |
|
|
1236 | 1238 | while True: |
|
|
1237 | 1239 | sleep(0.1) |
|
|
1238 | 1240 | |
|
|
1239 | 1241 | if not self.isPaused(): |
|
|
1240 | 1242 | break |
|
|
1241 | 1243 | |
|
|
1242 | 1244 | if self.isStopped(): |
|
|
1243 | 1245 | break |
|
|
1244 | 1246 | |
|
|
1245 | 1247 | print "Process reinitialized" |
|
|
1246 | 1248 | |
|
|
1247 | 1249 | if self.isStopped(): |
|
|
1248 | 1250 | print "Process stopped" |
|
|
1249 | 1251 | return 0 |
|
|
1250 | 1252 | |
|
|
1251 | 1253 | return 1 |
|
|
1252 | 1254 | |
|
|
1253 | 1255 | def setFilename(self, filename): |
|
|
1254 | 1256 | |
|
|
1255 | 1257 | self.filename = filename |
|
|
1256 | 1258 | |
|
|
1257 | 1259 | def setPlotterQueue(self, plotter_queue): |
|
|
1258 | 1260 | |
|
|
1259 | 1261 | raise NotImplementedError, "Use schainpy.controller_api.ControllerThread instead Project class" |
|
|
1260 | 1262 | |
|
|
1261 | 1263 | def getPlotterQueue(self): |
|
|
1262 | 1264 | |
|
|
1263 | 1265 | raise NotImplementedError, "Use schainpy.controller_api.ControllerThread instead Project class" |
|
|
1264 | 1266 | |
|
|
1265 | 1267 | def useExternalPlotter(self): |
|
|
1266 | 1268 | |
|
|
1267 | 1269 | raise NotImplementedError, "Use schainpy.controller_api.ControllerThread instead Project class" |
|
|
1268 | 1270 | |
|
|
1269 | 1271 | def run(self): |
|
|
1270 | 1272 | |
|
|
1271 | 1273 | |
|
|
1272 | 1274 | print "*"*60 |
|
|
1273 | 1275 | print " Starting SIGNAL CHAIN PROCESSING v%s " %schainpy.__version__ |
|
|
1274 | 1276 | print "*"*60 |
|
|
1275 | 1277 | |
|
|
1276 | 1278 | |
|
|
1277 | 1279 | keyList = self.procUnitConfObjDict.keys() |
|
|
1278 | 1280 | keyList.sort() |
|
|
1279 | 1281 | |
|
|
1280 | 1282 | while(True): |
|
|
1281 | 1283 | |
|
|
1282 | 1284 | is_ok = False |
|
|
1283 | 1285 | |
|
|
1284 | 1286 | for procKey in keyList: |
|
|
1285 | 1287 | # print "Running the '%s' process with %s" %(procUnitConfObj.name, procUnitConfObj.id) |
|
|
1286 | 1288 | |
|
|
1287 | 1289 | procUnitConfObj = self.procUnitConfObjDict[procKey] |
|
|
1288 | 1290 | |
|
|
1289 | 1291 | try: |
|
|
1290 | 1292 | sts = procUnitConfObj.run() |
|
|
1291 | 1293 | is_ok = is_ok or sts |
|
|
1292 | 1294 | except KeyboardInterrupt: |
|
|
1293 | 1295 | is_ok = False |
|
|
1294 | 1296 | break |
|
|
1295 | 1297 | except ValueError, e: |
|
|
1296 | 1298 | sleep(0.5) |
|
|
1297 | 1299 | self.__handleError(procUnitConfObj, send_email=True) |
|
|
1298 | 1300 | is_ok = False |
|
|
1299 | 1301 | break |
|
|
1300 | 1302 | except: |
|
|
1301 | 1303 | sleep(0.5) |
|
|
1302 | 1304 | self.__handleError(procUnitConfObj) |
|
|
1303 | 1305 | is_ok = False |
|
|
1304 | 1306 | break |
|
|
1305 | 1307 | |
|
|
1306 | 1308 | #If every process unit finished so end process |
|
|
1307 | 1309 | if not(is_ok): |
|
|
1308 | 1310 | # print "Every process unit have finished" |
|
|
1309 | 1311 | break |
|
|
1310 | 1312 | |
|
|
1311 | 1313 | if not self.runController(): |
|
|
1312 | 1314 | break |
|
|
1313 | 1315 | |
|
|
1314 | 1316 | #Closing every process |
|
|
1315 | 1317 | for procKey in keyList: |
|
|
1316 | 1318 | procUnitConfObj = self.procUnitConfObjDict[procKey] |
|
|
1317 | 1319 | procUnitConfObj.close() |
|
|
1318 | 1320 | |
|
|
1319 | 1321 | print "Process finished" |
|
|
1320 | 1322 | |
|
|
1321 | 1323 | def start(self, filename=None): |
|
|
1322 | 1324 | |
|
|
1323 | 1325 | self.writeXml(filename) |
|
|
1324 | 1326 | self.createObjects() |
|
|
1325 | 1327 | self.connectObjects() |
|
|
1326 | 1328 | self.run() |
| @@ -1,775 +1,955 | |||
|
|
1 | 1 | |
|
|
2 | 2 | import os |
|
|
3 | 3 | import zmq |
|
|
4 | 4 | import time |
|
|
5 | 5 | import numpy |
|
|
6 | 6 | import datetime |
|
|
7 | 7 | import numpy as np |
|
|
8 | 8 | import matplotlib |
|
|
9 | import glob | |
|
|
9 | 10 | matplotlib.use('TkAgg') |
|
|
10 | 11 | import matplotlib.pyplot as plt |
|
|
11 | 12 | from mpl_toolkits.axes_grid1 import make_axes_locatable |
|
|
12 | 13 | from matplotlib.ticker import FuncFormatter, LinearLocator |
|
|
13 | 14 | from multiprocessing import Process |
|
|
14 | 15 | |
|
|
15 | 16 | from schainpy.model.proc.jroproc_base import Operation |
|
|
16 | 17 | |
|
|
17 | 18 | plt.ion() |
|
|
18 | 19 | |
|
|
19 | 20 | func = lambda x, pos: ('%s') %(datetime.datetime.fromtimestamp(x).strftime('%H:%M')) |
|
|
20 | 21 | |
|
|
21 | 22 | d1970 = datetime.datetime(1970,1,1) |
|
|
22 | 23 | |
|
|
23 | 24 | class PlotData(Operation, Process): |
|
|
24 | 25 | |
|
|
25 | 26 | CODE = 'Figure' |
|
|
26 | 27 | colormap = 'jro' |
|
|
27 | 28 | CONFLATE = False |
|
|
28 | 29 | __MAXNUMX = 80 |
|
|
29 | 30 | __missing = 1E30 |
|
|
30 | 31 | |
|
|
31 | 32 | def __init__(self, **kwargs): |
|
|
32 | 33 | |
|
|
33 | 34 | Operation.__init__(self, plot=True, **kwargs) |
|
|
34 | 35 | Process.__init__(self) |
|
|
35 | 36 | self.kwargs['code'] = self.CODE |
|
|
36 | 37 | self.mp = False |
|
|
37 | 38 | self.dataOut = None |
|
|
38 | 39 | self.isConfig = False |
|
|
39 | 40 | self.figure = None |
|
|
40 | 41 | self.axes = [] |
|
|
41 | 42 | self.localtime = kwargs.pop('localtime', True) |
|
|
42 | 43 | self.show = kwargs.get('show', True) |
|
|
43 | 44 | self.save = kwargs.get('save', False) |
|
|
44 | 45 | self.colormap = kwargs.get('colormap', self.colormap) |
|
|
45 | 46 | self.colormap_coh = kwargs.get('colormap_coh', 'jet') |
|
|
46 | 47 | self.colormap_phase = kwargs.get('colormap_phase', 'RdBu_r') |
|
|
47 | 48 | self.showprofile = kwargs.get('showprofile', True) |
|
|
48 | 49 | self.title = kwargs.get('wintitle', '') |
|
|
49 | 50 | self.xaxis = kwargs.get('xaxis', 'frequency') |
|
|
50 | 51 | self.zmin = kwargs.get('zmin', None) |
|
|
51 | 52 | self.zmax = kwargs.get('zmax', None) |
|
|
52 | 53 | self.xmin = kwargs.get('xmin', None) |
|
|
53 | 54 | self.xmax = kwargs.get('xmax', None) |
|
|
54 | 55 | self.xrange = kwargs.get('xrange', 24) |
|
|
55 | 56 | self.ymin = kwargs.get('ymin', None) |
|
|
56 | 57 | self.ymax = kwargs.get('ymax', None) |
|
|
57 | 58 | self.__MAXNUMY = kwargs.get('decimation', 80) |
|
|
58 | 59 | self.throttle_value = 5 |
|
|
59 | 60 | self.times = [] |
|
|
60 | 61 | #self.interactive = self.kwargs['parent'] |
|
|
61 | 62 | |
|
|
63 | ''' | |
|
|
64 | this new parameter is created to plot data from varius channels at different figures | |
|
|
65 | 1. crear una lista de figuras donde se puedan plotear las figuras, | |
|
|
66 | 2. dar las opciones de configuracion a cada figura, estas opciones son iguales para ambas figuras | |
|
|
67 | 3. probar? | |
|
|
68 | ''' | |
|
|
69 | self.ind_plt_ch = kwargs.get('ind_plt_ch', False) | |
|
|
70 | self.figurelist = None | |
|
|
71 | ||
|
|
62 | 72 | |
|
|
63 | 73 | def fill_gaps(self, x_buffer, y_buffer, z_buffer): |
|
|
64 | 74 | |
|
|
65 | 75 | if x_buffer.shape[0] < 2: |
|
|
66 | 76 | return x_buffer, y_buffer, z_buffer |
|
|
67 | 77 | |
|
|
68 | 78 | deltas = x_buffer[1:] - x_buffer[0:-1] |
|
|
69 | 79 | x_median = np.median(deltas) |
|
|
70 | 80 | |
|
|
71 | 81 | index = np.where(deltas > 5*x_median) |
|
|
72 | 82 | |
|
|
73 | 83 | if len(index[0]) != 0: |
|
|
74 | 84 | z_buffer[::, index[0], ::] = self.__missing |
|
|
75 | 85 | z_buffer = np.ma.masked_inside(z_buffer, |
|
|
76 | 86 | 0.99*self.__missing, |
|
|
77 | 87 | 1.01*self.__missing) |
|
|
78 | 88 | |
|
|
79 | 89 | return x_buffer, y_buffer, z_buffer |
|
|
80 | 90 | |
|
|
81 | 91 | def decimate(self): |
|
|
82 | 92 | |
|
|
83 | 93 | # dx = int(len(self.x)/self.__MAXNUMX) + 1 |
|
|
84 | 94 | dy = int(len(self.y)/self.__MAXNUMY) + 1 |
|
|
85 | 95 | |
|
|
86 | 96 | # x = self.x[::dx] |
|
|
87 | 97 | x = self.x |
|
|
88 | 98 | y = self.y[::dy] |
|
|
89 | 99 | z = self.z[::, ::, ::dy] |
|
|
90 | 100 | |
|
|
91 | 101 | return x, y, z |
|
|
92 | 102 | |
|
|
103 | ''' | |
|
|
104 | JM: | |
|
|
105 | elimana las otras imagenes generadas debido a que lso workers no llegan en orden y le pueden | |
|
|
106 | poner otro tiempo a la figura q no necesariamente es el ultimo. | |
|
|
107 | Solo se realiza cuando termina la imagen. | |
|
|
108 | Problemas: | |
|
|
109 | ||
|
|
110 | File "/home/ci-81/workspace/schainv2.3/schainpy/model/graphics/jroplot_data.py", line 145, in __plot | |
|
|
111 | for n, eachfigure in enumerate(self.figurelist): | |
|
|
112 | TypeError: 'NoneType' object is not iterable | |
|
|
113 | ||
|
|
114 | ''' | |
|
|
115 | def deleteanotherfiles(self): | |
|
|
116 | figurenames=[] | |
|
|
117 | if self.figurelist != None: | |
|
|
118 | for n, eachfigure in enumerate(self.figurelist): | |
|
|
119 | #add specific name for each channel in channelList | |
|
|
120 | ghostfigname = os.path.join(self.save, '{}_{}_{}'.format(self.titles[n].replace(' ',''),self.CODE, | |
|
|
121 | datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d'))) | |
|
|
122 | figname = os.path.join(self.save, '{}_{}_{}.png'.format(self.titles[n].replace(' ',''),self.CODE, | |
|
|
123 | datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S'))) | |
|
|
124 | ||
|
|
125 | for ghostfigure in glob.glob(ghostfigname+'*'): #ghostfigure will adopt all posible names of figures | |
|
|
126 | if ghostfigure != figname: | |
|
|
127 | os.remove(ghostfigure) | |
|
|
128 | print 'Removing GhostFigures:' , figname | |
|
|
129 | else : | |
|
|
130 | '''Erasing ghost images for just on******************''' | |
|
|
131 | ghostfigname = os.path.join(self.save, '{}_{}'.format(self.CODE,datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d'))) | |
|
|
132 | figname = os.path.join(self.save, '{}_{}.png'.format(self.CODE,datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S'))) | |
|
|
133 | for ghostfigure in glob.glob(ghostfigname+'*'): #ghostfigure will adopt all posible names of figures | |
|
|
134 | if ghostfigure != figname: | |
|
|
135 | os.remove(ghostfigure) | |
|
|
136 | print 'Removing GhostFigures:' , figname | |
|
|
137 | ||
|
|
93 | 138 | def __plot(self): |
|
|
94 | 139 | |
|
|
95 | 140 | print 'plotting...{}'.format(self.CODE) |
|
|
96 | ||
|
|
97 | if self.show: | |
|
|
98 | self.figure.show() | |
|
|
99 | ||
|
|
100 | self.plot() | |
|
|
101 | plt.tight_layout() | |
|
|
102 | self.figure.canvas.manager.set_window_title('{} {} - {}'.format(self.title, self.CODE.upper(), | |
|
|
141 | if self.ind_plt_ch is False : #standard | |
|
|
142 | if self.show: | |
|
|
143 | self.figure.show() | |
|
|
144 | self.plot() | |
|
|
145 | plt.tight_layout() | |
|
|
146 | self.figure.canvas.manager.set_window_title('{} {} - {}'.format(self.title, self.CODE.upper(), | |
|
|
103 | 147 | datetime.datetime.fromtimestamp(self.max_time).strftime('%Y/%m/%d'))) |
|
|
148 | else : | |
|
|
149 | print 'len(self.figurelist): ',len(self.figurelist) | |
|
|
150 | for n, eachfigure in enumerate(self.figurelist): | |
|
|
151 | if self.show: | |
|
|
152 | eachfigure.show() | |
|
|
153 | ||
|
|
154 | self.plot() | |
|
|
155 | eachfigure.tight_layout() # ajuste de cada subplot | |
|
|
156 | eachfigure.canvas.manager.set_window_title('{} {} - {}'.format(self.title[n], self.CODE.upper(), | |
|
|
157 | datetime.datetime.fromtimestamp(self.max_time).strftime('%Y/%m/%d'))) | |
|
|
158 | ||
|
|
159 | # if self.save: | |
|
|
160 | # if self.ind_plt_ch is False : #standard | |
|
|
161 | # figname = os.path.join(self.save, '{}_{}.png'.format(self.CODE, | |
|
|
162 | # datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S'))) | |
|
|
163 | # print 'Saving figure: {}'.format(figname) | |
|
|
164 | # self.figure.savefig(figname) | |
|
|
165 | # else : | |
|
|
166 | # for n, eachfigure in enumerate(self.figurelist): | |
|
|
167 | # #add specific name for each channel in channelList | |
|
|
168 | # figname = os.path.join(self.save, '{}_{}_{}.png'.format(self.titles[n],self.CODE, | |
|
|
169 | # datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S'))) | |
|
|
170 | # | |
|
|
171 | # print 'Saving figure: {}'.format(figname) | |
|
|
172 | # eachfigure.savefig(figname) | |
|
|
173 | ||
|
|
174 | if self.ind_plt_ch is False : | |
|
|
175 | self.figure.canvas.draw() | |
|
|
176 | else : | |
|
|
177 | for eachfigure in self.figurelist: | |
|
|
178 | eachfigure.canvas.draw() | |
|
|
104 | 179 | |
|
|
105 | 180 | if self.save: |
|
|
106 | figname = os.path.join(self.save, '{}_{}.png'.format(self.CODE, | |
|
|
107 | datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S'))) | |
|
|
108 | print 'Saving figure: {}'.format(figname) | |
|
|
109 | self.figure.savefig(figname) | |
|
|
181 | if self.ind_plt_ch is False : #standard | |
|
|
182 | figname = os.path.join(self.save, '{}_{}.png'.format(self.CODE, | |
|
|
183 | datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S'))) | |
|
|
184 | print 'Saving figure: {}'.format(figname) | |
|
|
185 | self.figure.savefig(figname) | |
|
|
186 | else : | |
|
|
187 | for n, eachfigure in enumerate(self.figurelist): | |
|
|
188 | #add specific name for each channel in channelList | |
|
|
189 | figname = os.path.join(self.save, '{}_{}_{}.png'.format(self.titles[n].replace(' ',''),self.CODE, | |
|
|
190 | datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S'))) | |
|
|
191 | ||
|
|
192 | print 'Saving figure: {}'.format(figname) | |
|
|
193 | eachfigure.savefig(figname) | |
|
|
110 | 194 | |
|
|
111 | self.figure.canvas.draw() | |
|
|
112 | 195 | |
|
|
113 | 196 | def plot(self): |
|
|
114 | 197 | |
|
|
115 | 198 | print 'plotting...{}'.format(self.CODE.upper()) |
|
|
116 | 199 | return |
|
|
117 | 200 | |
|
|
118 | 201 | def run(self): |
|
|
119 | 202 | |
|
|
120 | 203 | print '[Starting] {}'.format(self.name) |
|
|
121 | 204 | |
|
|
122 | 205 | context = zmq.Context() |
|
|
123 | 206 | receiver = context.socket(zmq.SUB) |
|
|
124 | 207 | receiver.setsockopt(zmq.SUBSCRIBE, '') |
|
|
125 | 208 | receiver.setsockopt(zmq.CONFLATE, self.CONFLATE) |
|
|
126 | ||
|
|
209 | ||
|
|
127 | 210 | if 'server' in self.kwargs['parent']: |
|
|
128 | 211 | receiver.connect('ipc:///tmp/{}.plots'.format(self.kwargs['parent']['server'])) |
|
|
129 | 212 | else: |
|
|
130 | 213 | receiver.connect("ipc:///tmp/zmq.plots") |
|
|
131 | 214 | |
|
|
132 | 215 | seconds_passed = 0 |
|
|
133 | 216 | |
|
|
134 | 217 | while True: |
|
|
135 | 218 | try: |
|
|
136 | 219 | self.data = receiver.recv_pyobj(flags=zmq.NOBLOCK)#flags=zmq.NOBLOCK |
|
|
137 | 220 | self.started = self.data['STARTED'] |
|
|
138 | 221 | self.dataOut = self.data['dataOut'] |
|
|
139 | 222 | |
|
|
140 | 223 | if (len(self.times) < len(self.data['times']) and not self.started and self.data['ENDED']): |
|
|
141 | 224 | continue |
|
|
142 | 225 | |
|
|
143 | 226 | self.times = self.data['times'] |
|
|
144 | 227 | self.times.sort() |
|
|
145 | 228 | self.throttle_value = self.data['throttle'] |
|
|
146 | 229 | self.min_time = self.times[0] |
|
|
147 | 230 | self.max_time = self.times[-1] |
|
|
148 | 231 | |
|
|
149 | 232 | if self.isConfig is False: |
|
|
150 | 233 | print 'setting up' |
|
|
151 | 234 | self.setup() |
|
|
152 | 235 | self.isConfig = True |
|
|
153 | 236 | self.__plot() |
|
|
154 | 237 | |
|
|
155 | 238 | if self.data['ENDED'] is True: |
|
|
156 | 239 | print '********GRAPHIC ENDED********' |
|
|
157 | 240 | self.ended = True |
|
|
158 | 241 | self.isConfig = False |
|
|
159 | 242 | self.__plot() |
|
|
243 | self.deleteanotherfiles() #CLPDG | |
|
|
160 | 244 | elif seconds_passed >= self.data['throttle']: |
|
|
161 | 245 | print 'passed', seconds_passed |
|
|
162 | 246 | self.__plot() |
|
|
163 | 247 | seconds_passed = 0 |
|
|
164 | 248 | |
|
|
165 | 249 | except zmq.Again as e: |
|
|
166 | 250 | print 'Waiting for data...' |
|
|
167 | 251 | plt.pause(2) |
|
|
168 | 252 | seconds_passed += 2 |
|
|
169 | 253 | |
|
|
170 | 254 | def close(self): |
|
|
171 | 255 | if self.dataOut: |
|
|
172 | 256 | self.__plot() |
|
|
173 | 257 | |
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174 | 258 | |
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175 | 259 | class PlotSpectraData(PlotData): |
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176 | 260 | |
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177 | 261 | CODE = 'spc' |
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178 | 262 | colormap = 'jro' |
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179 | 263 | CONFLATE = False |
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180 | 264 | |
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181 | 265 | def setup(self): |
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182 | 266 | |
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183 | 267 | ncolspan = 1 |
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184 | 268 | colspan = 1 |
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185 | 269 | self.ncols = int(numpy.sqrt(self.dataOut.nChannels)+0.9) |
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186 | 270 | self.nrows = int(self.dataOut.nChannels*1./self.ncols + 0.9) |
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187 | 271 | self.width = 3.6*self.ncols |
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188 | 272 | self.height = 3.2*self.nrows |
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189 | 273 | if self.showprofile: |
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190 | 274 | ncolspan = 3 |
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191 | 275 | colspan = 2 |
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192 | 276 | self.width += 1.2*self.ncols |
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193 | 277 | |
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194 | 278 | self.ylabel = 'Range [Km]' |
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195 | 279 | self.titles = ['Channel {}'.format(x) for x in self.dataOut.channelList] |
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196 | 280 | |
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197 | 281 | if self.figure is None: |
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198 | 282 | self.figure = plt.figure(figsize=(self.width, self.height), |
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199 | 283 | edgecolor='k', |
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200 | 284 | facecolor='w') |
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201 | 285 | else: |
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202 | 286 | self.figure.clf() |
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203 | 287 | |
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204 | 288 | n = 0 |
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205 | 289 | for y in range(self.nrows): |
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206 | 290 | for x in range(self.ncols): |
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207 | 291 | if n >= self.dataOut.nChannels: |
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208 | 292 | break |
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209 | 293 | ax = plt.subplot2grid((self.nrows, self.ncols*ncolspan), (y, x*ncolspan), 1, colspan) |
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210 | 294 | if self.showprofile: |
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211 | 295 | ax.ax_profile = plt.subplot2grid((self.nrows, self.ncols*ncolspan), (y, x*ncolspan+colspan), 1, 1) |
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212 | 296 | |
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213 | 297 | ax.firsttime = True |
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214 | 298 | self.axes.append(ax) |
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215 | 299 | n += 1 |
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216 | 300 | |
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217 | 301 | def plot(self): |
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218 | 302 | |
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219 | 303 | if self.xaxis == "frequency": |
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220 | 304 | x = self.dataOut.getFreqRange(1)/1000. |
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221 | 305 | xlabel = "Frequency (kHz)" |
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222 | 306 | elif self.xaxis == "time": |
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223 | 307 | x = self.dataOut.getAcfRange(1) |
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224 | 308 | xlabel = "Time (ms)" |
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225 | 309 | else: |
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226 | 310 | x = self.dataOut.getVelRange(1) |
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227 | 311 | xlabel = "Velocity (m/s)" |
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228 | 312 | |
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229 | 313 | y = self.dataOut.getHeiRange() |
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230 | 314 | z = self.data[self.CODE] |
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231 | 315 | |
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232 | 316 | for n, ax in enumerate(self.axes): |
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233 | ||
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234 | 317 | if ax.firsttime: |
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235 | 318 | self.xmax = self.xmax if self.xmax else np.nanmax(x) |
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236 | 319 | self.xmin = self.xmin if self.xmin else -self.xmax |
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237 | 320 | self.ymin = self.ymin if self.ymin else np.nanmin(y) |
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238 | 321 | self.ymax = self.ymax if self.ymax else np.nanmax(y) |
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239 | 322 | self.zmin = self.zmin if self.zmin else np.nanmin(z) |
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240 | 323 | self.zmax = self.zmax if self.zmax else np.nanmax(z) |
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241 | 324 | ax.plot = ax.pcolormesh(x, y, z[n].T, |
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242 | 325 | vmin=self.zmin, |
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243 | 326 | vmax=self.zmax, |
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244 | 327 | cmap=plt.get_cmap(self.colormap) |
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245 | 328 | ) |
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246 | 329 | divider = make_axes_locatable(ax) |
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247 | 330 | cax = divider.new_horizontal(size='3%', pad=0.05) |
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248 | 331 | self.figure.add_axes(cax) |
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249 | 332 | plt.colorbar(ax.plot, cax) |
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250 | 333 | |
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251 | 334 | ax.set_xlim(self.xmin, self.xmax) |
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252 | 335 | ax.set_ylim(self.ymin, self.ymax) |
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253 | 336 | |
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254 | 337 | ax.set_ylabel(self.ylabel) |
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255 | 338 | ax.set_xlabel(xlabel) |
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256 | 339 | |
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257 | 340 | ax.firsttime = False |
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258 | 341 | |
|
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259 | 342 | if self.showprofile: |
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260 | 343 | ax.plot_profile= ax.ax_profile.plot(self.data['rti'][self.max_time][n], y)[0] |
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261 | 344 | ax.ax_profile.set_xlim(self.zmin, self.zmax) |
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262 | 345 | ax.ax_profile.set_ylim(self.ymin, self.ymax) |
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263 | 346 | ax.ax_profile.set_xlabel('dB') |
|
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264 | 347 | ax.ax_profile.grid(b=True, axis='x') |
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265 | 348 | ax.plot_noise = ax.ax_profile.plot(numpy.repeat(self.data['noise'][self.max_time][n], len(y)), y, |
|
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266 | 349 | color="k", linestyle="dashed", lw=2)[0] |
|
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267 | 350 | [tick.set_visible(False) for tick in ax.ax_profile.get_yticklabels()] |
|
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268 | 351 | else: |
|
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269 | 352 | ax.plot.set_array(z[n].T.ravel()) |
|
|
270 | 353 | if self.showprofile: |
|
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271 | 354 | ax.plot_profile.set_data(self.data['rti'][self.max_time][n], y) |
|
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272 | 355 | ax.plot_noise.set_data(numpy.repeat(self.data['noise'][self.max_time][n], len(y)), y) |
|
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273 | 356 | |
|
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274 | 357 | ax.set_title('{} - Noise: {:.2f} dB'.format(self.titles[n], self.data['noise'][self.max_time][n]), |
|
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275 | 358 | size=8) |
|
|
276 | 359 | self.saveTime = self.max_time |
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|
277 | 360 | |
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278 | 361 | |
|
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279 | 362 | class PlotCrossSpectraData(PlotData): |
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|
280 | 363 | |
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|
281 | 364 | CODE = 'cspc' |
|
|
282 | 365 | zmin_coh = None |
|
|
283 | 366 | zmax_coh = None |
|
|
284 | 367 | zmin_phase = None |
|
|
285 | 368 | zmax_phase = None |
|
|
286 | 369 | CONFLATE = False |
|
|
287 | 370 | |
|
|
288 | 371 | def setup(self): |
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289 | 372 | |
|
|
290 | 373 | ncolspan = 1 |
|
|
291 | 374 | colspan = 1 |
|
|
292 | 375 | self.ncols = 2 |
|
|
293 | 376 | self.nrows = self.dataOut.nPairs |
|
|
294 | 377 | self.width = 3.6*self.ncols |
|
|
295 | 378 | self.height = 3.2*self.nrows |
|
|
296 | 379 | |
|
|
297 | 380 | self.ylabel = 'Range [Km]' |
|
|
298 | 381 | self.titles = ['Channel {}'.format(x) for x in self.dataOut.channelList] |
|
|
299 | 382 | |
|
|
300 | 383 | if self.figure is None: |
|
|
301 | 384 | self.figure = plt.figure(figsize=(self.width, self.height), |
|
|
302 | 385 | edgecolor='k', |
|
|
303 | 386 | facecolor='w') |
|
|
304 | 387 | else: |
|
|
305 | 388 | self.figure.clf() |
|
|
306 | 389 | |
|
|
307 | 390 | for y in range(self.nrows): |
|
|
308 | 391 | for x in range(self.ncols): |
|
|
309 | 392 | ax = plt.subplot2grid((self.nrows, self.ncols), (y, x), 1, 1) |
|
|
310 | 393 | ax.firsttime = True |
|
|
311 | 394 | self.axes.append(ax) |
|
|
312 | 395 | |
|
|
313 | 396 | def plot(self): |
|
|
314 | 397 | |
|
|
315 | 398 | if self.xaxis == "frequency": |
|
|
316 | 399 | x = self.dataOut.getFreqRange(1)/1000. |
|
|
317 | 400 | xlabel = "Frequency (kHz)" |
|
|
318 | 401 | elif self.xaxis == "time": |
|
|
319 | 402 | x = self.dataOut.getAcfRange(1) |
|
|
320 | 403 | xlabel = "Time (ms)" |
|
|
321 | 404 | else: |
|
|
322 | 405 | x = self.dataOut.getVelRange(1) |
|
|
323 | 406 | xlabel = "Velocity (m/s)" |
|
|
324 | 407 | |
|
|
325 | 408 | y = self.dataOut.getHeiRange() |
|
|
326 | 409 | z_coh = self.data['cspc_coh'] |
|
|
327 | 410 | z_phase = self.data['cspc_phase'] |
|
|
328 | 411 | |
|
|
329 | 412 | for n in range(self.nrows): |
|
|
330 | 413 | ax = self.axes[2*n] |
|
|
331 | 414 | ax1 = self.axes[2*n+1] |
|
|
332 | 415 | if ax.firsttime: |
|
|
333 | 416 | self.xmax = self.xmax if self.xmax else np.nanmax(x) |
|
|
334 | 417 | self.xmin = self.xmin if self.xmin else -self.xmax |
|
|
335 | 418 | self.ymin = self.ymin if self.ymin else np.nanmin(y) |
|
|
336 | 419 | self.ymax = self.ymax if self.ymax else np.nanmax(y) |
|
|
337 | 420 | self.zmin_coh = self.zmin_coh if self.zmin_coh else 0.0 |
|
|
338 | 421 | self.zmax_coh = self.zmax_coh if self.zmax_coh else 1.0 |
|
|
339 | 422 | self.zmin_phase = self.zmin_phase if self.zmin_phase else -180 |
|
|
340 | 423 | self.zmax_phase = self.zmax_phase if self.zmax_phase else 180 |
|
|
341 | 424 | |
|
|
342 | 425 | ax.plot = ax.pcolormesh(x, y, z_coh[n].T, |
|
|
343 | 426 | vmin=self.zmin_coh, |
|
|
344 | 427 | vmax=self.zmax_coh, |
|
|
345 | 428 | cmap=plt.get_cmap(self.colormap_coh) |
|
|
346 | 429 | ) |
|
|
347 | 430 | divider = make_axes_locatable(ax) |
|
|
348 | 431 | cax = divider.new_horizontal(size='3%', pad=0.05) |
|
|
349 | 432 | self.figure.add_axes(cax) |
|
|
350 | 433 | plt.colorbar(ax.plot, cax) |
|
|
351 | 434 | |
|
|
352 | 435 | ax.set_xlim(self.xmin, self.xmax) |
|
|
353 | 436 | ax.set_ylim(self.ymin, self.ymax) |
|
|
354 | 437 | |
|
|
355 | 438 | ax.set_ylabel(self.ylabel) |
|
|
356 | 439 | ax.set_xlabel(xlabel) |
|
|
357 | 440 | ax.firsttime = False |
|
|
358 | 441 | |
|
|
359 | 442 | ax1.plot = ax1.pcolormesh(x, y, z_phase[n].T, |
|
|
360 | 443 | vmin=self.zmin_phase, |
|
|
361 | 444 | vmax=self.zmax_phase, |
|
|
362 | 445 | cmap=plt.get_cmap(self.colormap_phase) |
|
|
363 | 446 | ) |
|
|
364 | 447 | divider = make_axes_locatable(ax1) |
|
|
365 | 448 | cax = divider.new_horizontal(size='3%', pad=0.05) |
|
|
366 | 449 | self.figure.add_axes(cax) |
|
|
367 | 450 | plt.colorbar(ax1.plot, cax) |
|
|
368 | 451 | |
|
|
369 | 452 | ax1.set_xlim(self.xmin, self.xmax) |
|
|
370 | 453 | ax1.set_ylim(self.ymin, self.ymax) |
|
|
371 | 454 | |
|
|
372 | 455 | ax1.set_ylabel(self.ylabel) |
|
|
373 | 456 | ax1.set_xlabel(xlabel) |
|
|
374 | 457 | ax1.firsttime = False |
|
|
375 | 458 | else: |
|
|
376 | 459 | ax.plot.set_array(z_coh[n].T.ravel()) |
|
|
377 | 460 | ax1.plot.set_array(z_phase[n].T.ravel()) |
|
|
378 | 461 | |
|
|
379 | 462 | ax.set_title('Coherence Ch{} * Ch{}'.format(self.dataOut.pairsList[n][0], self.dataOut.pairsList[n][1]), size=8) |
|
|
380 | 463 | ax1.set_title('Phase Ch{} * Ch{}'.format(self.dataOut.pairsList[n][0], self.dataOut.pairsList[n][1]), size=8) |
|
|
381 | 464 | self.saveTime = self.max_time |
|
|
382 | 465 | |
|
|
383 | 466 | |
|
|
384 | 467 | class PlotSpectraMeanData(PlotSpectraData): |
|
|
385 | 468 | |
|
|
386 | 469 | CODE = 'spc_mean' |
|
|
387 | 470 | colormap = 'jet' |
|
|
388 | 471 | |
|
|
389 | 472 | def plot(self): |
|
|
390 | 473 | |
|
|
391 | 474 | if self.xaxis == "frequency": |
|
|
392 | 475 | x = self.dataOut.getFreqRange(1)/1000. |
|
|
393 | 476 | xlabel = "Frequency (kHz)" |
|
|
394 | 477 | elif self.xaxis == "time": |
|
|
395 | 478 | x = self.dataOut.getAcfRange(1) |
|
|
396 | 479 | xlabel = "Time (ms)" |
|
|
397 | 480 | else: |
|
|
398 | 481 | x = self.dataOut.getVelRange(1) |
|
|
399 | 482 | xlabel = "Velocity (m/s)" |
|
|
400 | 483 | |
|
|
401 | 484 | y = self.dataOut.getHeiRange() |
|
|
402 | 485 | z = self.data['spc'] |
|
|
403 | 486 | mean = self.data['mean'][self.max_time] |
|
|
404 | 487 | |
|
|
405 | 488 | for n, ax in enumerate(self.axes): |
|
|
406 | 489 | |
|
|
407 | 490 | if ax.firsttime: |
|
|
408 | 491 | self.xmax = self.xmax if self.xmax else np.nanmax(x) |
|
|
409 | 492 | self.xmin = self.xmin if self.xmin else -self.xmax |
|
|
410 | 493 | self.ymin = self.ymin if self.ymin else np.nanmin(y) |
|
|
411 | 494 | self.ymax = self.ymax if self.ymax else np.nanmax(y) |
|
|
412 | 495 | self.zmin = self.zmin if self.zmin else np.nanmin(z) |
|
|
413 | 496 | self.zmax = self.zmax if self.zmax else np.nanmax(z) |
|
|
414 | 497 | ax.plt = ax.pcolormesh(x, y, z[n].T, |
|
|
415 | 498 | vmin=self.zmin, |
|
|
416 | 499 | vmax=self.zmax, |
|
|
417 | 500 | cmap=plt.get_cmap(self.colormap) |
|
|
418 | 501 | ) |
|
|
419 | 502 | ax.plt_dop = ax.plot(mean[n], y, |
|
|
420 | 503 | color='k')[0] |
|
|
421 | 504 | |
|
|
422 | 505 | divider = make_axes_locatable(ax) |
|
|
423 | 506 | cax = divider.new_horizontal(size='3%', pad=0.05) |
|
|
424 | 507 | self.figure.add_axes(cax) |
|
|
425 | 508 | plt.colorbar(ax.plt, cax) |
|
|
426 | 509 | |
|
|
427 | 510 | ax.set_xlim(self.xmin, self.xmax) |
|
|
428 | 511 | ax.set_ylim(self.ymin, self.ymax) |
|
|
429 | 512 | |
|
|
430 | 513 | ax.set_ylabel(self.ylabel) |
|
|
431 | 514 | ax.set_xlabel(xlabel) |
|
|
432 | 515 | |
|
|
433 | 516 | ax.firsttime = False |
|
|
434 | 517 | |
|
|
435 | 518 | if self.showprofile: |
|
|
436 | 519 | ax.plt_profile= ax.ax_profile.plot(self.data['rti'][self.max_time][n], y)[0] |
|
|
437 | 520 | ax.ax_profile.set_xlim(self.zmin, self.zmax) |
|
|
438 | 521 | ax.ax_profile.set_ylim(self.ymin, self.ymax) |
|
|
439 | 522 | ax.ax_profile.set_xlabel('dB') |
|
|
440 | 523 | ax.ax_profile.grid(b=True, axis='x') |
|
|
441 | 524 | ax.plt_noise = ax.ax_profile.plot(numpy.repeat(self.data['noise'][self.max_time][n], len(y)), y, |
|
|
442 | 525 | color="k", linestyle="dashed", lw=2)[0] |
|
|
443 | 526 | [tick.set_visible(False) for tick in ax.ax_profile.get_yticklabels()] |
|
|
444 | 527 | else: |
|
|
445 | 528 | ax.plt.set_array(z[n].T.ravel()) |
|
|
446 | 529 | ax.plt_dop.set_data(mean[n], y) |
|
|
447 | 530 | if self.showprofile: |
|
|
448 | 531 | ax.plt_profile.set_data(self.data['rti'][self.max_time][n], y) |
|
|
449 | 532 | ax.plt_noise.set_data(numpy.repeat(self.data['noise'][self.max_time][n], len(y)), y) |
|
|
450 | 533 | |
|
|
451 | 534 | ax.set_title('{} - Noise: {:.2f} dB'.format(self.titles[n], self.data['noise'][self.max_time][n]), |
|
|
452 | 535 | size=8) |
|
|
453 | 536 | self.saveTime = self.max_time |
|
|
454 | 537 | |
|
|
455 | 538 | |
|
|
456 | 539 | class PlotRTIData(PlotData): |
|
|
457 | 540 | |
|
|
458 | 541 | CODE = 'rti' |
|
|
459 | 542 | colormap = 'jro' |
|
|
460 | 543 | |
|
|
461 | 544 | def setup(self): |
|
|
462 | 545 | self.ncols = 1 |
|
|
463 | 546 | self.nrows = self.dataOut.nChannels |
|
|
464 | 547 | self.width = 10 |
|
|
465 | self.height = 2.2*self.nrows if self.nrows<6 else 12 | |
|
|
548 | #TODO : arreglar la altura de la figura, esta hardcodeada. | |
|
|
549 | #Se arreglo, testear! | |
|
|
550 | if self.ind_plt_ch: | |
|
|
551 | self.height = 3.2#*self.nrows if self.nrows<6 else 12 | |
|
|
552 | else: | |
|
|
553 | self.height = 2.2*self.nrows if self.nrows<6 else 12 | |
|
|
554 | ||
|
|
555 | ''' | |
|
|
466 | 556 | if self.nrows==1: |
|
|
467 | 557 | self.height += 1 |
|
|
558 | ''' | |
|
|
468 | 559 | self.ylabel = 'Range [Km]' |
|
|
469 | 560 | self.titles = ['Channel {}'.format(x) for x in self.dataOut.channelList] |
|
|
470 | 561 | |
|
|
471 | if self.figure is None: | |
|
|
472 | self.figure = plt.figure(figsize=(self.width, self.height), | |
|
|
473 | edgecolor='k', | |
|
|
474 | facecolor='w') | |
|
|
475 | else: | |
|
|
476 | self.figure.clf() | |
|
|
477 | self.axes = [] | |
|
|
478 | ||
|
|
479 | for n in range(self.nrows): | |
|
|
480 | ax = self.figure.add_subplot(self.nrows, self.ncols, n+1) | |
|
|
481 | ax.firsttime = True | |
|
|
482 | self.axes.append(ax) | |
|
|
483 | ||
|
|
484 | def plot(self): | |
|
|
485 | ||
|
|
486 | self.x = np.array(self.times) | |
|
|
487 | self.y = self.dataOut.getHeiRange() | |
|
|
488 | self.z = [] | |
|
|
562 | ''' | |
|
|
563 | Logica: | |
|
|
564 | 1) Si la variable ind_plt_ch es True, va a crear mas de 1 figura | |
|
|
565 | 2) guardamos "Figures" en una lista y "axes" en otra, quizas se deberia guardar el | |
|
|
566 | axis dentro de "Figures" como un diccionario. | |
|
|
567 | ''' | |
|
|
568 | if self.ind_plt_ch is False: #standard mode | |
|
|
569 | ||
|
|
570 | if self.figure is None: #solo para la priemra vez | |
|
|
571 | self.figure = plt.figure(figsize=(self.width, self.height), | |
|
|
572 | edgecolor='k', | |
|
|
573 | facecolor='w') | |
|
|
574 | else: | |
|
|
575 | self.figure.clf() | |
|
|
576 | self.axes = [] | |
|
|
489 | 577 | |
|
|
490 | for ch in range(self.nrows): | |
|
|
491 | self.z.append([self.data[self.CODE][t][ch] for t in self.times]) | |
|
|
492 | 578 | |
|
|
493 | self.z = np.array(self.z) | |
|
|
494 | for n, ax in enumerate(self.axes): | |
|
|
495 | x, y, z = self.fill_gaps(*self.decimate()) | |
|
|
496 | xmin = self.min_time | |
|
|
497 | xmax = xmin+self.xrange*60*60 | |
|
|
498 | self.zmin = self.zmin if self.zmin else np.min(self.z) | |
|
|
499 | self.zmax = self.zmax if self.zmax else np.max(self.z) | |
|
|
500 | if ax.firsttime: | |
|
|
501 | self.ymin = self.ymin if self.ymin else np.nanmin(self.y) | |
|
|
502 | self.ymax = self.ymax if self.ymax else np.nanmax(self.y) | |
|
|
503 | plot = ax.pcolormesh(x, y, z[n].T, | |
|
|
504 | vmin=self.zmin, | |
|
|
505 | vmax=self.zmax, | |
|
|
506 | cmap=plt.get_cmap(self.colormap) | |
|
|
507 | ) | |
|
|
508 | divider = make_axes_locatable(ax) | |
|
|
509 | cax = divider.new_horizontal(size='2%', pad=0.05) | |
|
|
510 | self.figure.add_axes(cax) | |
|
|
511 | plt.colorbar(plot, cax) | |
|
|
512 | ax.set_ylim(self.ymin, self.ymax) | |
|
|
513 | ||
|
|
514 | ax.xaxis.set_major_formatter(FuncFormatter(func)) | |
|
|
515 | ax.xaxis.set_major_locator(LinearLocator(6)) | |
|
|
579 | for n in range(self.nrows): | |
|
|
580 | ax = self.figure.add_subplot(self.nrows, self.ncols, n+1) | |
|
|
581 | #ax = self.figure(n+1) | |
|
|
582 | ax.firsttime = True | |
|
|
583 | self.axes.append(ax) | |
|
|
516 | 584 | |
|
|
517 | ax.set_ylabel(self.ylabel) | |
|
|
585 | else : #append one figure foreach channel in channelList | |
|
|
586 | if self.figurelist == None: | |
|
|
587 | self.figurelist = [] | |
|
|
588 | for n in range(self.nrows): | |
|
|
589 | self.figure = plt.figure(figsize=(self.width, self.height), | |
|
|
590 | edgecolor='k', | |
|
|
591 | facecolor='w') | |
|
|
592 | #add always one subplot | |
|
|
593 | self.figurelist.append(self.figure) | |
|
|
594 | ||
|
|
595 | else : # cada dia nuevo limpia el axes, pero mantiene el figure | |
|
|
596 | for eachfigure in self.figurelist: | |
|
|
597 | eachfigure.clf() # eliminaria todas las figuras de la lista? | |
|
|
598 | self.axes = [] | |
|
|
599 | ||
|
|
600 | for eachfigure in self.figurelist: | |
|
|
601 | ax = eachfigure.add_subplot(1,1,1) #solo 1 axis por figura | |
|
|
602 | #ax = self.figure(n+1) | |
|
|
603 | ax.firsttime = True | |
|
|
604 | #Cada figura tiene un distinto puntero | |
|
|
605 | self.axes.append(ax) | |
|
|
606 | #plt.close(eachfigure) | |
|
|
518 | 607 | |
|
|
519 | # if self.xmin is None: | |
|
|
520 | # xmin = self.min_time | |
|
|
521 | # else: | |
|
|
522 | # xmin = (datetime.datetime.combine(self.dataOut.datatime.date(), | |
|
|
523 | # datetime.time(self.xmin, 0, 0))-d1970).total_seconds() | |
|
|
524 | 608 | |
|
|
525 | ax.set_xlim(xmin, xmax) | |
|
|
526 | ax.firsttime = False | |
|
|
527 | else: | |
|
|
528 | ax.collections.remove(ax.collections[0]) | |
|
|
529 | ax.set_xlim(xmin, xmax) | |
|
|
530 | plot = ax.pcolormesh(x, y, z[n].T, | |
|
|
531 | vmin=self.zmin, | |
|
|
532 | vmax=self.zmax, | |
|
|
533 | cmap=plt.get_cmap(self.colormap) | |
|
|
534 | ) | |
|
|
535 | ax.set_title('{} {}'.format(self.titles[n], | |
|
|
536 | datetime.datetime.fromtimestamp(self.max_time).strftime('%y/%m/%d %H:%M:%S')), | |
|
|
537 | size=8) | |
|
|
609 | def plot(self): | |
|
|
538 | 610 | |
|
|
539 | self.saveTime = self.min_time | |
|
|
611 | if self.ind_plt_ch is False: #standard mode | |
|
|
612 | self.x = np.array(self.times) | |
|
|
613 | self.y = self.dataOut.getHeiRange() | |
|
|
614 | self.z = [] | |
|
|
615 | ||
|
|
616 | for ch in range(self.nrows): | |
|
|
617 | self.z.append([self.data[self.CODE][t][ch] for t in self.times]) | |
|
|
618 | ||
|
|
619 | self.z = np.array(self.z) | |
|
|
620 | for n, ax in enumerate(self.axes): | |
|
|
621 | x, y, z = self.fill_gaps(*self.decimate()) | |
|
|
622 | xmin = self.min_time | |
|
|
623 | xmax = xmin+self.xrange*60*60 | |
|
|
624 | self.zmin = self.zmin if self.zmin else np.min(self.z) | |
|
|
625 | self.zmax = self.zmax if self.zmax else np.max(self.z) | |
|
|
626 | if ax.firsttime: | |
|
|
627 | self.ymin = self.ymin if self.ymin else np.nanmin(self.y) | |
|
|
628 | self.ymax = self.ymax if self.ymax else np.nanmax(self.y) | |
|
|
629 | plot = ax.pcolormesh(x, y, z[n].T, | |
|
|
630 | vmin=self.zmin, | |
|
|
631 | vmax=self.zmax, | |
|
|
632 | cmap=plt.get_cmap(self.colormap) | |
|
|
633 | ) | |
|
|
634 | divider = make_axes_locatable(ax) | |
|
|
635 | cax = divider.new_horizontal(size='2%', pad=0.05) | |
|
|
636 | self.figure.add_axes(cax) | |
|
|
637 | plt.colorbar(plot, cax) | |
|
|
638 | ax.set_ylim(self.ymin, self.ymax) | |
|
|
639 | ax.xaxis.set_major_formatter(FuncFormatter(func)) | |
|
|
640 | ax.xaxis.set_major_locator(LinearLocator(6)) | |
|
|
641 | ax.set_ylabel(self.ylabel) | |
|
|
642 | if self.xmin is None: | |
|
|
643 | xmin = self.min_time | |
|
|
644 | else: | |
|
|
645 | xmin = (datetime.datetime.combine(self.dataOut.datatime.date(), | |
|
|
646 | datetime.time(self.xmin, 0, 0))-d1970).total_seconds() | |
|
|
647 | ax.set_xlim(xmin, xmax) | |
|
|
648 | ax.firsttime = False | |
|
|
649 | else: | |
|
|
650 | ax.collections.remove(ax.collections[0]) | |
|
|
651 | ax.set_xlim(xmin, xmax) | |
|
|
652 | plot = ax.pcolormesh(x, y, z[n].T, | |
|
|
653 | vmin=self.zmin, | |
|
|
654 | vmax=self.zmax, | |
|
|
655 | cmap=plt.get_cmap(self.colormap) | |
|
|
656 | ) | |
|
|
657 | ax.set_title('{} {}'.format(self.titles[n], | |
|
|
658 | datetime.datetime.fromtimestamp(self.max_time).strftime('%y/%m/%d %H:%M:%S')), | |
|
|
659 | size=8) | |
|
|
660 | ||
|
|
661 | self.saveTime = self.min_time | |
|
|
662 | else : | |
|
|
663 | self.x = np.array(self.times) | |
|
|
664 | self.y = self.dataOut.getHeiRange() | |
|
|
665 | self.z = [] | |
|
|
666 | ||
|
|
667 | for ch in range(self.nrows): | |
|
|
668 | self.z.append([self.data[self.CODE][t][ch] for t in self.times]) | |
|
|
669 | ||
|
|
670 | self.z = np.array(self.z) | |
|
|
671 | for n, eachfigure in enumerate(self.figurelist): #estaba ax in axes | |
|
|
672 | ||
|
|
673 | x, y, z = self.fill_gaps(*self.decimate()) | |
|
|
674 | xmin = self.min_time | |
|
|
675 | xmax = xmin+self.xrange*60*60 | |
|
|
676 | self.zmin = self.zmin if self.zmin else np.min(self.z) | |
|
|
677 | self.zmax = self.zmax if self.zmax else np.max(self.z) | |
|
|
678 | if self.axes[n].firsttime: | |
|
|
679 | self.ymin = self.ymin if self.ymin else np.nanmin(self.y) | |
|
|
680 | self.ymax = self.ymax if self.ymax else np.nanmax(self.y) | |
|
|
681 | plot = self.axes[n].pcolormesh(x, y, z[n].T, | |
|
|
682 | vmin=self.zmin, | |
|
|
683 | vmax=self.zmax, | |
|
|
684 | cmap=plt.get_cmap(self.colormap) | |
|
|
685 | ) | |
|
|
686 | divider = make_axes_locatable(self.axes[n]) | |
|
|
687 | cax = divider.new_horizontal(size='2%', pad=0.05) | |
|
|
688 | eachfigure.add_axes(cax) | |
|
|
689 | #self.figure2.add_axes(cax) | |
|
|
690 | plt.colorbar(plot, cax) | |
|
|
691 | self.axes[n].set_ylim(self.ymin, self.ymax) | |
|
|
692 | ||
|
|
693 | self.axes[n].xaxis.set_major_formatter(FuncFormatter(func)) | |
|
|
694 | self.axes[n].xaxis.set_major_locator(LinearLocator(6)) | |
|
|
695 | ||
|
|
696 | self.axes[n].set_ylabel(self.ylabel) | |
|
|
697 | ||
|
|
698 | if self.xmin is None: | |
|
|
699 | xmin = self.min_time | |
|
|
700 | else: | |
|
|
701 | xmin = (datetime.datetime.combine(self.dataOut.datatime.date(), | |
|
|
702 | datetime.time(self.xmin, 0, 0))-d1970).total_seconds() | |
|
|
703 | ||
|
|
704 | self.axes[n].set_xlim(xmin, xmax) | |
|
|
705 | self.axes[n].firsttime = False | |
|
|
706 | else: | |
|
|
707 | self.axes[n].collections.remove(self.axes[n].collections[0]) | |
|
|
708 | self.axes[n].set_xlim(xmin, xmax) | |
|
|
709 | plot = self.axes[n].pcolormesh(x, y, z[n].T, | |
|
|
710 | vmin=self.zmin, | |
|
|
711 | vmax=self.zmax, | |
|
|
712 | cmap=plt.get_cmap(self.colormap) | |
|
|
713 | ) | |
|
|
714 | self.axes[n].set_title('{} {}'.format(self.titles[n], | |
|
|
715 | datetime.datetime.fromtimestamp(self.max_time).strftime('%y/%m/%d %H:%M:%S')), | |
|
|
716 | size=8) | |
|
|
717 | ||
|
|
718 | self.saveTime = self.min_time | |
|
|
540 | 719 | |
|
|
541 | 720 | |
|
|
542 | 721 | class PlotCOHData(PlotRTIData): |
|
|
543 | 722 | |
|
|
544 | 723 | CODE = 'coh' |
|
|
545 | 724 | |
|
|
546 | 725 | def setup(self): |
|
|
547 | 726 | |
|
|
548 | 727 | self.ncols = 1 |
|
|
549 | 728 | self.nrows = self.dataOut.nPairs |
|
|
550 | 729 | self.width = 10 |
|
|
551 | 730 | self.height = 2.2*self.nrows if self.nrows<6 else 12 |
|
|
731 | self.ind_plt_ch = False #just for coherence and phase | |
|
|
552 | 732 | if self.nrows==1: |
|
|
553 | 733 | self.height += 1 |
|
|
554 | 734 | self.ylabel = 'Range [Km]' |
|
|
555 | 735 | self.titles = ['{} Ch{} * Ch{}'.format(self.CODE.upper(), x[0], x[1]) for x in self.dataOut.pairsList] |
|
|
556 | 736 | |
|
|
557 | 737 | if self.figure is None: |
|
|
558 | 738 | self.figure = plt.figure(figsize=(self.width, self.height), |
|
|
559 | 739 | edgecolor='k', |
|
|
560 | 740 | facecolor='w') |
|
|
561 | 741 | else: |
|
|
562 | 742 | self.figure.clf() |
|
|
563 | 743 | self.axes = [] |
|
|
564 | 744 | |
|
|
565 | 745 | for n in range(self.nrows): |
|
|
566 | 746 | ax = self.figure.add_subplot(self.nrows, self.ncols, n+1) |
|
|
567 | 747 | ax.firsttime = True |
|
|
568 | 748 | self.axes.append(ax) |
|
|
569 | 749 | |
|
|
570 | 750 | |
|
|
571 | 751 | class PlotNoiseData(PlotData): |
|
|
572 | 752 | CODE = 'noise' |
|
|
573 | 753 | |
|
|
574 | 754 | def setup(self): |
|
|
575 | 755 | |
|
|
576 | 756 | self.ncols = 1 |
|
|
577 | 757 | self.nrows = 1 |
|
|
578 | 758 | self.width = 10 |
|
|
579 | 759 | self.height = 3.2 |
|
|
580 | 760 | self.ylabel = 'Intensity [dB]' |
|
|
581 | 761 | self.titles = ['Noise'] |
|
|
582 | 762 | |
|
|
583 | 763 | if self.figure is None: |
|
|
584 | 764 | self.figure = plt.figure(figsize=(self.width, self.height), |
|
|
585 | 765 | edgecolor='k', |
|
|
586 | 766 | facecolor='w') |
|
|
587 | 767 | else: |
|
|
588 | 768 | self.figure.clf() |
|
|
589 | 769 | self.axes = [] |
|
|
590 | 770 | |
|
|
591 | 771 | self.ax = self.figure.add_subplot(self.nrows, self.ncols, 1) |
|
|
592 | 772 | self.ax.firsttime = True |
|
|
593 | 773 | |
|
|
594 | 774 | def plot(self): |
|
|
595 | 775 | |
|
|
596 | 776 | x = self.times |
|
|
597 | 777 | xmin = self.min_time |
|
|
598 | 778 | xmax = xmin+self.xrange*60*60 |
|
|
599 | 779 | if self.ax.firsttime: |
|
|
600 | 780 | for ch in self.dataOut.channelList: |
|
|
601 | 781 | y = [self.data[self.CODE][t][ch] for t in self.times] |
|
|
602 | 782 | self.ax.plot(x, y, lw=1, label='Ch{}'.format(ch)) |
|
|
603 | 783 | self.ax.firsttime = False |
|
|
604 | 784 | self.ax.xaxis.set_major_formatter(FuncFormatter(func)) |
|
|
605 | 785 | self.ax.xaxis.set_major_locator(LinearLocator(6)) |
|
|
606 | 786 | self.ax.set_ylabel(self.ylabel) |
|
|
607 | 787 | plt.legend() |
|
|
608 | 788 | else: |
|
|
609 | 789 | for ch in self.dataOut.channelList: |
|
|
610 | 790 | y = [self.data[self.CODE][t][ch] for t in self.times] |
|
|
611 | 791 | self.ax.lines[ch].set_data(x, y) |
|
|
612 | 792 | |
|
|
613 | 793 | self.ax.set_xlim(xmin, xmax) |
|
|
614 | 794 | self.ax.set_ylim(min(y)-5, max(y)+5) |
|
|
615 | 795 | self.saveTime = self.min_time |
|
|
616 | 796 | |
|
|
617 | 797 | |
|
|
618 | 798 | class PlotWindProfilerData(PlotRTIData): |
|
|
619 | 799 | |
|
|
620 | 800 | CODE = 'wind' |
|
|
621 | 801 | colormap = 'seismic' |
|
|
622 | 802 | |
|
|
623 | 803 | def setup(self): |
|
|
624 | 804 | self.ncols = 1 |
|
|
625 | 805 | self.nrows = self.dataOut.data_output.shape[0] |
|
|
626 | 806 | self.width = 10 |
|
|
627 | 807 | self.height = 2.2*self.nrows |
|
|
628 | 808 | self.ylabel = 'Height [Km]' |
|
|
629 | 809 | self.titles = ['Zonal Wind' ,'Meridional Wind', 'Vertical Wind'] |
|
|
630 | 810 | self.clabels = ['Velocity (m/s)','Velocity (m/s)','Velocity (cm/s)'] |
|
|
631 | 811 | self.windFactor = [1, 1, 100] |
|
|
632 | 812 | |
|
|
633 | 813 | if self.figure is None: |
|
|
634 | 814 | self.figure = plt.figure(figsize=(self.width, self.height), |
|
|
635 | 815 | edgecolor='k', |
|
|
636 | 816 | facecolor='w') |
|
|
637 | 817 | else: |
|
|
638 | 818 | self.figure.clf() |
|
|
639 | 819 | self.axes = [] |
|
|
640 | 820 | |
|
|
641 | 821 | for n in range(self.nrows): |
|
|
642 | 822 | ax = self.figure.add_subplot(self.nrows, self.ncols, n+1) |
|
|
643 | 823 | ax.firsttime = True |
|
|
644 | 824 | self.axes.append(ax) |
|
|
645 | 825 | |
|
|
646 | 826 | def plot(self): |
|
|
647 | 827 | |
|
|
648 | 828 | self.x = np.array(self.times) |
|
|
649 | 829 | self.y = self.dataOut.heightList |
|
|
650 | 830 | self.z = [] |
|
|
651 | 831 | |
|
|
652 | 832 | for ch in range(self.nrows): |
|
|
653 | 833 | self.z.append([self.data['output'][t][ch] for t in self.times]) |
|
|
654 | 834 | |
|
|
655 | 835 | self.z = np.array(self.z) |
|
|
656 | 836 | self.z = numpy.ma.masked_invalid(self.z) |
|
|
657 | 837 | |
|
|
658 | 838 | cmap=plt.get_cmap(self.colormap) |
|
|
659 | 839 | cmap.set_bad('black', 1.) |
|
|
660 | 840 | |
|
|
661 | 841 | for n, ax in enumerate(self.axes): |
|
|
662 | 842 | x, y, z = self.fill_gaps(*self.decimate()) |
|
|
663 | 843 | xmin = self.min_time |
|
|
664 | 844 | xmax = xmin+self.xrange*60*60 |
|
|
665 | 845 | if ax.firsttime: |
|
|
666 | 846 | self.ymin = self.ymin if self.ymin else np.nanmin(self.y) |
|
|
667 | 847 | self.ymax = self.ymax if self.ymax else np.nanmax(self.y) |
|
|
668 | 848 | self.zmax = self.zmax if self.zmax else numpy.nanmax(abs(self.z[:-1, :])) |
|
|
669 | 849 | self.zmin = self.zmin if self.zmin else -self.zmax |
|
|
670 | 850 | |
|
|
671 | 851 | plot = ax.pcolormesh(x, y, z[n].T*self.windFactor[n], |
|
|
672 | 852 | vmin=self.zmin, |
|
|
673 | 853 | vmax=self.zmax, |
|
|
674 | 854 | cmap=cmap |
|
|
675 | 855 | ) |
|
|
676 | 856 | divider = make_axes_locatable(ax) |
|
|
677 | 857 | cax = divider.new_horizontal(size='2%', pad=0.05) |
|
|
678 | 858 | self.figure.add_axes(cax) |
|
|
679 | 859 | cb = plt.colorbar(plot, cax) |
|
|
680 | 860 | cb.set_label(self.clabels[n]) |
|
|
681 | 861 | ax.set_ylim(self.ymin, self.ymax) |
|
|
682 | 862 | |
|
|
683 | 863 | ax.xaxis.set_major_formatter(FuncFormatter(func)) |
|
|
684 | 864 | ax.xaxis.set_major_locator(LinearLocator(6)) |
|
|
685 | 865 | |
|
|
686 | 866 | ax.set_ylabel(self.ylabel) |
|
|
687 | 867 | |
|
|
688 | 868 | ax.set_xlim(xmin, xmax) |
|
|
689 | 869 | ax.firsttime = False |
|
|
690 | 870 | else: |
|
|
691 | 871 | ax.collections.remove(ax.collections[0]) |
|
|
692 | 872 | ax.set_xlim(xmin, xmax) |
|
|
693 | 873 | plot = ax.pcolormesh(x, y, z[n].T*self.windFactor[n], |
|
|
694 | 874 | vmin=self.zmin, |
|
|
695 | 875 | vmax=self.zmax, |
|
|
696 | 876 | cmap=plt.get_cmap(self.colormap) |
|
|
697 | 877 | ) |
|
|
698 | 878 | ax.set_title('{} {}'.format(self.titles[n], |
|
|
699 | 879 | datetime.datetime.fromtimestamp(self.max_time).strftime('%y/%m/%d %H:%M:%S')), |
|
|
700 | 880 | size=8) |
|
|
701 | 881 | |
|
|
702 | 882 | self.saveTime = self.min_time |
|
|
703 | 883 | |
|
|
704 | 884 | |
|
|
705 | 885 | class PlotSNRData(PlotRTIData): |
|
|
706 | 886 | CODE = 'snr' |
|
|
707 | 887 | colormap = 'jet' |
|
|
708 | 888 | |
|
|
709 | 889 | class PlotDOPData(PlotRTIData): |
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710 | 890 | CODE = 'dop' |
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711 | 891 | colormap = 'jet' |
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712 | 892 | |
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713 | 893 | |
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714 | 894 | class PlotPHASEData(PlotCOHData): |
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715 | 895 | CODE = 'phase' |
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716 | 896 | colormap = 'seismic' |
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717 | 897 | |
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718 | 898 | |
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719 | 899 | class PlotSkyMapData(PlotData): |
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720 | 900 | |
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721 | 901 | CODE = 'met' |
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722 | 902 | |
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723 | 903 | def setup(self): |
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724 | 904 | |
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725 | 905 | self.ncols = 1 |
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726 | 906 | self.nrows = 1 |
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727 | 907 | self.width = 7.2 |
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728 | 908 | self.height = 7.2 |
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729 | 909 | |
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730 | 910 | self.xlabel = 'Zonal Zenith Angle (deg)' |
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731 | 911 | self.ylabel = 'Meridional Zenith Angle (deg)' |
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732 | 912 | |
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733 | 913 | if self.figure is None: |
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734 | 914 | self.figure = plt.figure(figsize=(self.width, self.height), |
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735 | 915 | edgecolor='k', |
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736 | 916 | facecolor='w') |
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737 | 917 | else: |
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738 | 918 | self.figure.clf() |
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739 | 919 | |
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740 | 920 | self.ax = plt.subplot2grid((self.nrows, self.ncols), (0, 0), 1, 1, polar=True) |
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741 | 921 | self.ax.firsttime = True |
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742 | 922 | |
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743 | 923 | |
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744 | 924 | def plot(self): |
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745 | 925 | |
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746 | 926 | arrayParameters = np.concatenate([self.data['param'][t] for t in self.times]) |
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747 | 927 | error = arrayParameters[:,-1] |
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748 | 928 | indValid = numpy.where(error == 0)[0] |
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749 | 929 | finalMeteor = arrayParameters[indValid,:] |
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750 | 930 | finalAzimuth = finalMeteor[:,3] |
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751 | 931 | finalZenith = finalMeteor[:,4] |
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752 | 932 | |
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753 | 933 | x = finalAzimuth*numpy.pi/180 |
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754 | 934 | y = finalZenith |
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755 | 935 | |
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756 | 936 | if self.ax.firsttime: |
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757 | 937 | self.ax.plot = self.ax.plot(x, y, 'bo', markersize=5)[0] |
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758 | 938 | self.ax.set_ylim(0,90) |
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759 | 939 | self.ax.set_yticks(numpy.arange(0,90,20)) |
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760 | 940 | self.ax.set_xlabel(self.xlabel) |
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761 | 941 | self.ax.set_ylabel(self.ylabel) |
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762 | 942 | self.ax.yaxis.labelpad = 40 |
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763 | 943 | self.ax.firsttime = False |
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764 | 944 | else: |
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765 | 945 | self.ax.plot.set_data(x, y) |
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766 | 946 | |
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767 | 947 | |
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768 | 948 | dt1 = datetime.datetime.fromtimestamp(self.min_time).strftime('%y/%m/%d %H:%M:%S') |
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769 | 949 | dt2 = datetime.datetime.fromtimestamp(self.max_time).strftime('%y/%m/%d %H:%M:%S') |
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770 | 950 | title = 'Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n' % (dt1, |
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771 | 951 | dt2, |
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772 | 952 | len(x)) |
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773 | 953 | self.ax.set_title(title, size=8) |
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774 | 954 | |
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775 | 955 | self.saveTime = self.max_time |
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