@@ -0,0 +1,113 | |||
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1 | import h5py | |
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2 | import numpy | |
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3 | import matplotlib.pyplot as plt | |
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4 | import glob | |
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5 | import os | |
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6 | ||
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7 | #---------------------- Functions --------------------- | |
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8 | ||
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9 | def findFiles(path): | |
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10 | ||
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11 | dirList = [] | |
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12 | fileList = [] | |
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13 | ||
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14 | for thisPath in os.listdir(path): | |
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15 | dirList.append(os.path.join(path,thisPath)) | |
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16 | dirList.sort() | |
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17 | ||
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18 | for thisDirectory in dirList: | |
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19 | files = glob.glob1(thisDirectory, "*.hdf5") | |
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20 | files.sort() | |
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21 | for thisFile in files: | |
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22 | fileList.append(os.path.join(thisDirectory,thisFile)) | |
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23 | ||
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24 | return fileList | |
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25 | ||
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26 | def readFiles(fileList): | |
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27 | ||
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28 | meteors_array = numpy.zeros((1,4)) | |
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29 | ||
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30 | for thisFile in fileList: | |
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31 | ||
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32 | #Leer | |
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33 | f1 = h5py.File(thisFile,'r') | |
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34 | grp1 = f1['Data'] | |
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35 | grp2 = grp1['data_output'] | |
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36 | meteors1 = grp2['table0'][:] | |
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37 | meteors_array = numpy.vstack((meteors_array,meteors1)) | |
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38 | #cerrar | |
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39 | f1.close() | |
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40 | ||
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41 | meteors_array = numpy.delete(meteors_array, 0, axis=0) | |
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42 | meteors_list = [meteors_array[:,0],meteors_array[:,1],meteors_array[:,2],meteors_array[:,3]] | |
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43 | return meteors_list | |
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44 | ||
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45 | def estimateMean(offset_list): | |
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46 | ||
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47 | mean_off = [] | |
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48 | axisY_off = [] | |
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49 | axisX_off = [] | |
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50 | ||
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51 | for thisOffset in offset_list: | |
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52 | mean_aux = numpy.mean(thisOffset, axis = 0) | |
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53 | mean_off.append(mean_aux) | |
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54 | axisX_off.append(numpy.array([0,numpy.size(thisOffset)])) | |
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55 | axisY_off.append(numpy.array([mean_aux,mean_aux])) | |
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56 | ||
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57 | return mean_off, axisY_off, axisX_off | |
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58 | ||
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59 | def plotPhases(offset0, axisY0, axisX0, title): | |
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60 | f, axarr = plt.subplots(4, sharey=True) | |
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61 | color = ['b','g','r','c'] | |
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62 | # plt.grid() | |
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63 | for i in range(len(offset0)): | |
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64 | thisMeteor = offset0[i] | |
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65 | thisY = axisY0[i] | |
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66 | thisX = axisX0[i] | |
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67 | thisColor = color[i] | |
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68 | ||
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69 | opt = thisColor + 'o' | |
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70 | axarr[i].plot(thisMeteor,opt) | |
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71 | axarr[i].plot(thisX, thisY, thisColor) | |
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72 | axarr[i].set_ylabel('Offset ' + str(i)) | |
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73 | ||
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74 | plt.ylim((-180,180)) | |
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75 | axarr[0].set_title(title + ' Offsets') | |
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76 | axarr[3].set_xlabel('Number of estimations') | |
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77 | ||
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78 | return | |
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79 | ||
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80 | def filterOffsets(offsets0, stdvLimit): | |
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81 | offsets1 = [] | |
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82 | ||
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83 | for thisOffset in offsets0: | |
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84 | pstd = numpy.std(thisOffset)*stdvLimit | |
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85 | pmean = numpy.mean(thisOffset) | |
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86 | outlier1 = thisOffset > pmean - pstd | |
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87 | outlier2 = thisOffset < pmean + pstd | |
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88 | not_outlier = numpy.logical_and(outlier1,outlier2) | |
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89 | thisOffset1 = thisOffset[not_outlier] | |
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90 | offsets1.append(thisOffset1) | |
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91 | ||
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92 | return offsets1 | |
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93 | ||
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94 | #---------------------- Setup --------------------------- | |
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95 | ||
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96 | path = '/home/jespinoza/Pictures/JASMET30/201608/phase' | |
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97 | stdvLimit = 0.5 | |
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98 | ||
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99 | #---------------------- Script --------------------------- | |
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100 | ||
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101 | fileList = findFiles(path) | |
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102 | offsets0 = readFiles(fileList) | |
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103 | mean0, axisY0, axisX0 = estimateMean(offsets0) | |
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104 | plotPhases(offsets0, axisY0, axisX0, 'Original') | |
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105 | ||
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106 | offsets1 = filterOffsets(offsets0, stdvLimit) | |
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107 | mean1, axisY1, axisX1 = estimateMean(offsets1) | |
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108 | plotPhases(offsets1, axisY1, axisX1, 'Filtered') | |
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109 | ||
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110 | print "Original Offsets: %.2f, %.2f, %.2f, %.2f" % (mean0[0],mean0[1],mean0[2],mean0[3]) | |
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111 | print "Filtered Offsets: %.2f, %.2f, %.2f, %.2f" % (mean1[0],mean1[1],mean1[2],mean1[3]) | |
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112 | ||
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113 | plt.show() |
@@ -105,4 +105,9 ENV/ | |||
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105 | 105 | |
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106 | 106 | .vscode |
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107 | 107 | |
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108 | schainpy/scripts/ No newline at end of file | |
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108 | .svn/ | |
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109 | *.png | |
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110 | *.pyc | |
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111 | schainpy/scripts | |
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112 | ||
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113 | schaingui/node_modules |
@@ -129,4 +129,4 op.addParameter(name='wintitle', value='RTI', format='str') | |||
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129 | 129 | |
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130 | 130 | controller.start() |
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131 | 131 | |
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132 |
``` |
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132 | ``` No newline at end of file |
@@ -330,10 +330,10 class OperationConf(): | |||
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330 | 330 | def getParameterValue(self, parameterName): |
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331 | 331 | |
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332 | 332 | parameterObj = self.getParameterObj(parameterName) |
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333 | ||
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334 | # if not parameterObj: | |
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335 | # return None | |
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336 | ||
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333 | ||
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334 | # if not parameterObj: | |
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335 | # return None | |
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336 | ||
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337 | 337 | value = parameterObj.getValue() |
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338 | 338 | |
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339 | 339 | return value |
@@ -651,11 +651,11 class ProcUnitConf(): | |||
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651 | 651 | def printattr(self): |
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652 | 652 | |
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653 | 653 | print "%s[%s]: name = %s, datatype = %s, inputId = %s" %(self.ELEMENTNAME, |
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654 | self.id, | |
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655 | self.name, | |
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656 | self.datatype, | |
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657 | self.inputId) | |
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658 | ||
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654 | self.id, | |
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655 | self.name, | |
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656 | self.datatype, | |
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657 | self.inputId) | |
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658 | ||
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659 | 659 | for opConfObj in self.opConfObjList: |
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660 | 660 | opConfObj.printattr() |
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661 | 661 | |
@@ -710,13 +710,13 class ProcUnitConf(): | |||
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710 | 710 | sts = self.procUnitObj.call(opType = opConfObj.type, |
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711 | 711 | opName = opConfObj.name, |
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712 | 712 | opId = opConfObj.id, |
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713 | ) | |
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714 | ||
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715 | # total_time = time.time() - ini | |
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716 | # | |
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717 | # if total_time > 0.002: | |
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718 | # print "%s::%s took %f seconds" %(self.name, opConfObj.name, total_time) | |
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719 | ||
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713 | **kwargs) | |
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714 | ||
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715 | # total_time = time.time() - ini | |
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716 | # | |
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717 | # if total_time > 0.002: | |
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718 | # print "%s::%s took %f seconds" %(self.name, opConfObj.name, total_time) | |
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719 | ||
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720 | 720 | is_ok = is_ok or sts |
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721 | 721 | |
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722 | 722 | return is_ok |
@@ -862,18 +862,18 class ReadUnitConf(ProcUnitConf): | |||
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862 | 862 | opObj.addParameter(name=key, value=value, format=type(value).__name__) |
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863 | 863 | |
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864 | 864 | return opObj |
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865 | ||
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866 | # def makeXml(self, projectElement): | |
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867 | # | |
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868 | # procUnitElement = SubElement(projectElement, self.ELEMENTNAME) | |
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869 | # procUnitElement.set('id', str(self.id)) | |
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870 | # procUnitElement.set('name', self.name) | |
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871 | # procUnitElement.set('datatype', self.datatype) | |
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872 | # procUnitElement.set('inputId', str(self.inputId)) | |
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873 | # | |
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874 | # for opConfObj in self.opConfObjList: | |
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875 | # opConfObj.makeXml(procUnitElement) | |
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876 | ||
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865 | ||
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866 | # def makeXml(self, projectElement): | |
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867 | # | |
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868 | # procUnitElement = SubElement(projectElement, self.ELEMENTNAME) | |
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869 | # procUnitElement.set('id', str(self.id)) | |
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870 | # procUnitElement.set('name', self.name) | |
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871 | # procUnitElement.set('datatype', self.datatype) | |
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872 | # procUnitElement.set('inputId', str(self.inputId)) | |
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873 | # | |
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874 | # for opConfObj in self.opConfObjList: | |
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875 | # opConfObj.makeXml(procUnitElement) | |
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876 | ||
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877 | 877 | def readXml(self, upElement): |
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878 | 878 | |
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879 | 879 | self.id = upElement.get('id') |
@@ -1115,8 +1115,8 class Project(): | |||
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1115 | 1115 | |
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1116 | 1116 | self.id = self.projectElement.get('id') |
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1117 | 1117 | self.name = self.projectElement.get('name') |
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1118 | self.description = self.projectElement.get('description') | |
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1119 | ||
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1118 | self.description = self.projectElement.get('description') | |
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1119 | ||
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1120 | 1120 | readUnitElementList = self.projectElement.iter(ReadUnitConf().getElementName()) |
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1121 | 1121 | |
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1122 | 1122 | for readUnitElement in readUnitElementList: |
@@ -1146,9 +1146,9 class Project(): | |||
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1146 | 1146 | def printattr(self): |
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1147 | 1147 | |
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1148 | 1148 | print "Project[%s]: name = %s, description = %s" %(self.id, |
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1149 |
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1150 |
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1151 | ||
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1149 | self.name, | |
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1150 | self.description) | |
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1151 | ||
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1152 | 1152 | for procUnitConfObj in self.procUnitConfObjDict.values(): |
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1153 | 1153 | procUnitConfObj.printattr() |
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1154 | 1154 | |
@@ -1184,9 +1184,9 class Project(): | |||
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1184 | 1184 | import socket |
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1185 | 1185 | |
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1186 | 1186 | err = traceback.format_exception(sys.exc_info()[0], |
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1187 |
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1188 |
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1189 | ||
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1187 | sys.exc_info()[1], | |
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1188 | sys.exc_info()[2]) | |
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1189 | ||
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1190 | 1190 | print "***** Error occurred in %s *****" %(procUnitConfObj.name) |
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1191 | 1191 | print "***** %s" %err[-1] |
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1192 | 1192 | |
@@ -1217,10 +1217,10 class Project(): | |||
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1217 | 1217 | |
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1218 | 1218 | adminObj = schainpy.admin.SchainNotify() |
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1219 | 1219 | adminObj.sendAlert(message=message, |
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1220 |
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1221 |
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1222 |
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1223 | ||
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1220 | subject=subject, | |
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1221 | subtitle=subtitle, | |
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1222 | filename=self.filename) | |
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1223 | ||
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1224 | 1224 | def isPaused(self): |
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1225 | 1225 | return 0 |
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1226 | 1226 |
@@ -90,7 +90,7 class ControllerThread(threading.Thread, Project): | |||
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90 | 90 | continue |
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91 | 91 | |
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92 | 92 | if thisOpObj.name in plotterList: |
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93 |
thisOpObj.type = " |
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93 | thisOpObj.type = "other" | |
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94 | 94 | |
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95 | 95 | def setPlotterQueue(self, plotter_queue): |
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96 | 96 |
@@ -638,18 +638,20 class SendToServer(ProcessingUnit): | |||
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638 | 638 | return fullfilenameList |
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639 | 639 | |
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640 | 640 | def run(self, **kwargs): |
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641 | ||
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642 | 641 | if not self.isConfig: |
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643 | 642 | self.init = time.time() |
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644 | 643 | self.setup(**kwargs) |
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645 | 644 | self.isConfig = True |
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646 | ||
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645 | ||
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646 | if not self.clientObj.is_alive(): | |
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647 | print "[Remote Server]: Restarting connection " | |
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648 | self.setup(**kwargs) | |
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649 | ||
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647 | 650 | if time.time() - self.init >= self.period: |
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648 | 651 | fullfilenameList = self.findFiles() |
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649 | 652 | |
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650 | 653 | if self.clientObj.updateFileList(fullfilenameList): |
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651 | 654 | print "[Remote Server]: Sending the next files ", str(fullfilenameList) |
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652 | ||
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653 | 655 | self.init = time.time() |
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654 | 656 | |
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655 | 657 | def close(self): |
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