@@ -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 | ||||
|
24 | return fileList | |||
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25 | ||||
|
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'] | |||
|
62 | # plt.grid() | |||
|
63 | for i in range(len(offset0)): | |||
|
64 | thisMeteor = offset0[i] | |||
|
65 | thisY = axisY0[i] | |||
|
66 | thisX = axisX0[i] | |||
|
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 | ||||
|
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 | ||||
|
83 | for thisOffset in offsets0: | |||
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84 | pstd = numpy.std(thisOffset)*stdvLimit | |||
|
85 | pmean = numpy.mean(thisOffset) | |||
|
86 | outlier1 = thisOffset > pmean - pstd | |||
|
87 | outlier2 = thisOffset < pmean + pstd | |||
|
88 | not_outlier = numpy.logical_and(outlier1,outlier2) | |||
|
89 | thisOffset1 = thisOffset[not_outlier] | |||
|
90 | offsets1.append(thisOffset1) | |||
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91 | ||||
|
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/ | |||||
105 |
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105 | |||
106 | .vscode |
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106 | .vscode | |
107 |
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107 | |||
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') | |||||
129 |
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129 | |||
130 | controller.start() |
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130 | controller.start() | |
131 |
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131 | |||
132 |
``` |
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132 | ``` No newline at end of file |
@@ -330,10 +330,10 class OperationConf(): | |||||
330 | def getParameterValue(self, parameterName): |
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330 | def getParameterValue(self, parameterName): | |
331 |
|
331 | |||
332 | parameterObj = self.getParameterObj(parameterName) |
|
332 | parameterObj = self.getParameterObj(parameterName) | |
333 |
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333 | |||
334 | # if not parameterObj: |
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334 | # if not parameterObj: | |
335 | # return None |
|
335 | # return None | |
336 |
|
336 | |||
337 | value = parameterObj.getValue() |
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337 | value = parameterObj.getValue() | |
338 |
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338 | |||
339 | return value |
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339 | return value | |
@@ -651,11 +651,11 class ProcUnitConf(): | |||||
651 | def printattr(self): |
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651 | def printattr(self): | |
652 |
|
652 | |||
653 | print "%s[%s]: name = %s, datatype = %s, inputId = %s" %(self.ELEMENTNAME, |
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653 | print "%s[%s]: name = %s, datatype = %s, inputId = %s" %(self.ELEMENTNAME, | |
654 | self.id, |
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654 | self.id, | |
655 | self.name, |
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655 | self.name, | |
656 | self.datatype, |
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656 | self.datatype, | |
657 | self.inputId) |
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657 | self.inputId) | |
658 |
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658 | |||
659 | for opConfObj in self.opConfObjList: |
|
659 | for opConfObj in self.opConfObjList: | |
660 | opConfObj.printattr() |
|
660 | opConfObj.printattr() | |
661 |
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661 | |||
@@ -710,13 +710,13 class ProcUnitConf(): | |||||
710 | sts = self.procUnitObj.call(opType = opConfObj.type, |
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710 | sts = self.procUnitObj.call(opType = opConfObj.type, | |
711 | opName = opConfObj.name, |
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711 | opName = opConfObj.name, | |
712 | opId = opConfObj.id, |
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712 | opId = opConfObj.id, | |
713 | ) |
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713 | **kwargs) | |
714 |
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714 | |||
715 | # total_time = time.time() - ini |
|
715 | # total_time = time.time() - ini | |
716 | # |
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716 | # | |
717 | # if total_time > 0.002: |
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717 | # if total_time > 0.002: | |
718 | # print "%s::%s took %f seconds" %(self.name, opConfObj.name, total_time) |
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718 | # print "%s::%s took %f seconds" %(self.name, opConfObj.name, total_time) | |
719 |
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719 | |||
720 | is_ok = is_ok or sts |
|
720 | is_ok = is_ok or sts | |
721 |
|
721 | |||
722 | return is_ok |
|
722 | return is_ok | |
@@ -862,18 +862,18 class ReadUnitConf(ProcUnitConf): | |||||
862 | opObj.addParameter(name=key, value=value, format=type(value).__name__) |
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862 | opObj.addParameter(name=key, value=value, format=type(value).__name__) | |
863 |
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863 | |||
864 | return opObj |
|
864 | return opObj | |
865 |
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865 | |||
866 | # def makeXml(self, projectElement): |
|
866 | # def makeXml(self, projectElement): | |
867 | # |
|
867 | # | |
868 | # procUnitElement = SubElement(projectElement, self.ELEMENTNAME) |
|
868 | # procUnitElement = SubElement(projectElement, self.ELEMENTNAME) | |
869 | # procUnitElement.set('id', str(self.id)) |
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869 | # procUnitElement.set('id', str(self.id)) | |
870 | # procUnitElement.set('name', self.name) |
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870 | # procUnitElement.set('name', self.name) | |
871 | # procUnitElement.set('datatype', self.datatype) |
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871 | # procUnitElement.set('datatype', self.datatype) | |
872 | # procUnitElement.set('inputId', str(self.inputId)) |
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872 | # procUnitElement.set('inputId', str(self.inputId)) | |
873 | # |
|
873 | # | |
874 | # for opConfObj in self.opConfObjList: |
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874 | # for opConfObj in self.opConfObjList: | |
875 | # opConfObj.makeXml(procUnitElement) |
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875 | # opConfObj.makeXml(procUnitElement) | |
876 |
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876 | |||
877 | def readXml(self, upElement): |
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877 | def readXml(self, upElement): | |
878 |
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878 | |||
879 | self.id = upElement.get('id') |
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879 | self.id = upElement.get('id') | |
@@ -1115,8 +1115,8 class Project(): | |||||
1115 |
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1115 | |||
1116 | self.id = self.projectElement.get('id') |
|
1116 | self.id = self.projectElement.get('id') | |
1117 | self.name = self.projectElement.get('name') |
|
1117 | self.name = self.projectElement.get('name') | |
1118 | self.description = self.projectElement.get('description') |
|
1118 | self.description = self.projectElement.get('description') | |
1119 |
|
1119 | |||
1120 | readUnitElementList = self.projectElement.iter(ReadUnitConf().getElementName()) |
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1120 | readUnitElementList = self.projectElement.iter(ReadUnitConf().getElementName()) | |
1121 |
|
1121 | |||
1122 | for readUnitElement in readUnitElementList: |
|
1122 | for readUnitElement in readUnitElementList: | |
@@ -1146,9 +1146,9 class Project(): | |||||
1146 | def printattr(self): |
|
1146 | def printattr(self): | |
1147 |
|
1147 | |||
1148 | print "Project[%s]: name = %s, description = %s" %(self.id, |
|
1148 | print "Project[%s]: name = %s, description = %s" %(self.id, | |
1149 |
|
|
1149 | self.name, | |
1150 |
|
|
1150 | self.description) | |
1151 |
|
1151 | |||
1152 | for procUnitConfObj in self.procUnitConfObjDict.values(): |
|
1152 | for procUnitConfObj in self.procUnitConfObjDict.values(): | |
1153 | procUnitConfObj.printattr() |
|
1153 | procUnitConfObj.printattr() | |
1154 |
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1154 | |||
@@ -1184,9 +1184,9 class Project(): | |||||
1184 | import socket |
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1184 | import socket | |
1185 |
|
1185 | |||
1186 | err = traceback.format_exception(sys.exc_info()[0], |
|
1186 | err = traceback.format_exception(sys.exc_info()[0], | |
1187 |
|
|
1187 | sys.exc_info()[1], | |
1188 |
|
|
1188 | sys.exc_info()[2]) | |
1189 |
|
1189 | |||
1190 | print "***** Error occurred in %s *****" %(procUnitConfObj.name) |
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1190 | print "***** Error occurred in %s *****" %(procUnitConfObj.name) | |
1191 | print "***** %s" %err[-1] |
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1191 | print "***** %s" %err[-1] | |
1192 |
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1192 | |||
@@ -1217,10 +1217,10 class Project(): | |||||
1217 |
|
1217 | |||
1218 | adminObj = schainpy.admin.SchainNotify() |
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1218 | adminObj = schainpy.admin.SchainNotify() | |
1219 | adminObj.sendAlert(message=message, |
|
1219 | adminObj.sendAlert(message=message, | |
1220 |
|
|
1220 | subject=subject, | |
1221 |
|
|
1221 | subtitle=subtitle, | |
1222 |
|
|
1222 | filename=self.filename) | |
1223 |
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1223 | |||
1224 | def isPaused(self): |
|
1224 | def isPaused(self): | |
1225 | return 0 |
|
1225 | return 0 | |
1226 |
|
1226 |
@@ -90,7 +90,7 class ControllerThread(threading.Thread, Project): | |||||
90 | continue |
|
90 | continue | |
91 |
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91 | |||
92 | if thisOpObj.name in plotterList: |
|
92 | if thisOpObj.name in plotterList: | |
93 |
thisOpObj.type = " |
|
93 | thisOpObj.type = "other" | |
94 |
|
94 | |||
95 | def setPlotterQueue(self, plotter_queue): |
|
95 | def setPlotterQueue(self, plotter_queue): | |
96 |
|
96 |
@@ -638,18 +638,20 class SendToServer(ProcessingUnit): | |||||
638 | return fullfilenameList |
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638 | return fullfilenameList | |
639 |
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639 | |||
640 | def run(self, **kwargs): |
|
640 | def run(self, **kwargs): | |
641 |
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||||
642 | if not self.isConfig: |
|
641 | if not self.isConfig: | |
643 | self.init = time.time() |
|
642 | self.init = time.time() | |
644 | self.setup(**kwargs) |
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643 | self.setup(**kwargs) | |
645 | self.isConfig = True |
|
644 | self.isConfig = True | |
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 " | |||
|
648 | self.setup(**kwargs) | |||
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649 | ||||
647 | if time.time() - self.init >= self.period: |
|
650 | if time.time() - self.init >= self.period: | |
648 | fullfilenameList = self.findFiles() |
|
651 | fullfilenameList = self.findFiles() | |
649 |
|
652 | |||
650 | if self.clientObj.updateFileList(fullfilenameList): |
|
653 | if self.clientObj.updateFileList(fullfilenameList): | |
651 | print "[Remote Server]: Sending the next files ", str(fullfilenameList) |
|
654 | print "[Remote Server]: Sending the next files ", str(fullfilenameList) | |
652 |
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||||
653 | self.init = time.time() |
|
655 | self.init = time.time() | |
654 |
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656 | |||
655 | def close(self): |
|
657 | def close(self): |
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