A generic CMSDOutput object inserted

dream/KnowledgeExtraction/CMSDOutput.py

+# ===========================================================================
+# Copyright 2013 University of Limerick
+#
+# This file is part of DREAM.
+#
+# DREAM is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Lesser General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# DREAM is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU Lesser General Public License for more details.
+#
+# You should have received a copy of the GNU Lesser General Public License
+# along with DREAM.  If not, see <http://www.gnu.org/licenses/>.
+# ===========================================================================
+
+'''
+Created on 25 Mar 2015
+
+@author: Panos
+'''
+#=========================================== The CMSDOutput object =============================================================#
+#The CMSDOutput object exports the data prepared by the KE tool to a format that follows the CMSD specification. It uses predefined tags in the CMSD standard. 
+class CMSDOutput(object):
+    def Distributions(self,data):
+        Parameters=[]
+        ParameterValue=[]
+        if data['distributionType']=='Normal':
+            del data['min']
+            del data['max']
+        for index in list(data.keys()):
+            if index is not 'distributionType':
+                Parameters.append(index)
+                ParameterValue.append(data[index])
+        return Parameters, ParameterValue
+        
+    def ProcessingTimes(self,tree,stationId,distDict):
+        root=tree.getroot()
+        process=tree.findall('./DataSection/ProcessPlan/Process')               #It creates a new variable and using the 'findall' order in XML.ETREE library, this new variable holds all the processes defined in the XML file
+        for process in process:
+            process_identifier=process.find('Identifier').text                  #It creates a new variable that holds the text of the Identifier element in the XML file
+            if process_identifier==stationId:                                      #It checks using if...elif syntax the value of the process identifier 
+                OperationTime=process.get('OpeationTime')                       #It gets the element attribute OpearationTime inside the Process node
+                Distribution=process.get('./OperationTime/Distribution')        #It gets the element attribute Distribution inside the OpearationTime node
+                Name=process.find('./OperationTime/Distribution/Name')          #It finds the subelement Name inside the Distribution attribute
+                Name.text=distDict['distributionType']                                     #It changes the text between the Name element tags, putting the name of the distribution (e.g. in Normal distribution that will be Normal) 
+                names,values=self.Distributions(distDict)
+                DistributionParameterA=process.get('./OperationTime/Distribution/DistributionParameterA')
+                Name=process.find('./OperationTime/Distribution/DistributionParameterA/Name')
+                Name.text=str(names[0])                               #It changes the text between the Name element tags, putting the name of the distribution's first parameter (e.g. in Normal that will be the mean)
+                Value=process.find('./OperationTime/Distribution/DistributionParameterA/Value')
+                Value.text=str(values[0])                          #It changes the text between the Value element tags, putting the value of the distribution's first parameter (e.g. in Normal so for mean value that will be 5.0)
+                DistributionParameterB=process.get('./OperationTime/Distribution/DistributionParameterB')
+                Name=process.find('./OperationTime/Distribution/DistributionParameterB/Name')
+                try:
+                    Name.text=str(names[1])                                #It changes the text between the Name element tags, putting the name of the distribution's second parameter (e.g. in Normal that will be the standarddeviation)
+                    Value=process.find('./OperationTime/Distribution/DistributionParameterB/Value')
+                    Value.text=str(values[1])                           #It changes the text between the Value element tags, putting the value of the distribution's second parameter (e.g. in Normal so for standarddeviation value that will be 1.3)
+                except IndexError:
+                    continue
+        return tree
+    
+    def TTF(self,tree,stationId,distDict):
+        root=tree.getroot()
+        process=tree.findall('./DataSection/ProcessPlan/Process')               #It creates a new variable and using the 'findall' order in XML.ETREE library, this new variable holds all the processes defined in the XML file
+        for process in process:
+            process_identifier=process.find('Identifier').text                  #It creates a new variable that holds the text of the Identifier element in the XML file
+            if process_identifier==stationId:                                      #It checks using if...elif syntax the value of the process identifier 
+                TTF=process.find('./Property1/Name')
+                if TTF.text=='MeanTimeToFailure':
+                    Distribution=process.get('./Property1/Distribution')
+                    Name=process.find('./Property1/Distribution/Name')         
+                    Name.text=distDict['distributionType']
+                    names,values=self.Distributions(distDict)
+                    DistributionParameterA=process.get('./Property1/Distribution/DistributionParameterA')
+                    Name=process.find('./Property1/Distribution/DistributionParameterA/Name')
+                    Name.text=str(names[0])                               #It changes the text between the Name element tags, putting the name of the distribution's first parameter (e.g. in Normal that will be the mean)
+                    Value=process.find('./Property1/Distribution/DistributionParameterA/Value')
+                    Value.text=str(values[0])                          #It changes the text between the Value element tags, putting the value of the distribution's first parameter (e.g. in Normal so for mean value that will be 5.0)
+                    DistributionParameterB=process.get('./Property1/Distribution/DistributionParameterB')
+                    Name=process.find('./Property1/Distribution/DistributionParameterB/Name')
+                    try:
+                        Name.text=str(names[1])                                #It changes the text between the Name element tags, putting the name of the distribution's second parameter (e.g. in Normal that will be the standarddeviation)
+                        Value=process.find('./Property1/Distribution/DistributionParameterB/Value')
+                        Value.text=str(values[1])                           #It changes the text between the Value element tags, putting the value of the distribution's second parameter (e.g. in Normal so for standarddeviation value that will be 1.3)
+                    except IndexError:
+                        continue
+        return tree
+    
+    def TTR(self,tree,stationId,distDict):
+        root=tree.getroot()
+        process=tree.findall('./DataSection/ProcessPlan/Process')               #It creates a new variable and using the 'findall' order in XML.ETREE library, this new variable holds all the processes defined in the XML file
+        for process in process:
+            process_identifier=process.find('Identifier').text                  #It creates a new variable that holds the text of the Identifier element in the XML file
+            if process_identifier==stationId:                                      #It checks using if...elif syntax the value of the process identifier 
+                property=tree.findall('./DataSection/ProcessPlan/Process/Property2/Name')
+                for property in property:
+                    if property.text=='MeanTimeToRepair':
+                        Distribution=process.get('./Property2/Distribution')
+                        Name=process.find('./Property2/Distribution/Name')         
+                        Name.text=distDict['distributionType']
+                        names,values=self.Distributions(distDict)
+                        DistributionParameterA=process.get('./Property2/Distribution/DistributionParameterA')
+                        Name=process.find('./Property2/Distribution/DistributionParameterA/Name')
+                        Name.text=str(names[0])                               #It changes the text between the Name element tags, putting the name of the distribution's first parameter (e.g. in Normal that will be the mean)
+                        Value=process.find('./Property2/Distribution/DistributionParameterA/Value')
+                        Value.text=str(values[0])                          #It changes the text between the Value element tags, putting the value of the distribution's first parameter (e.g. in Normal so for mean value that will be 5.0)
+                        DistributionParameterB=process.get('./Property2/Distribution/DistributionParameterB')
+                        Name=process.find('./Property2/Distribution/DistributionParameterB/Name')
+                        try:
+                            Name.text=str(names[1])                                #It changes the text between the Name element tags, putting the name of the distribution's second parameter (e.g. in Normal that will be the standarddeviation)
+                            Value=process.find('./Property2/Distribution/DistributionParameterB/Value')
+                            Value.text=str(values[1])                           #It changes the text between the Value element tags, putting the value of the distribution's second parameter (e.g. in Normal so for standarddeviation value that will be 1.3)
+                        except IndexError:
+                            continue
+        return tree
+    
+    def InterarrivalTime(self,tree,stationId,distDict):
+        root=tree.getroot()
+        process=tree.findall('./DataSection/ProcessPlan/Process')               #It creates a new variable and using the 'findall' order in XML.ETREE library, this new variable holds all the processes defined in the XML file
+        for process in process:
+            process_identifier=process.find('Identifier').text                  #It creates a new variable that holds the text of the Identifier element in the XML file
+            if process_identifier==stationId:                                      #It checks using if...elif syntax the value of the process identifier 
+                interarrivalTime=process.find('./Property/Name')
+                if interarrivalTime.text=='interarrivalTime':                                   
+                    Distribution=process.get('./Property/Distribution')
+                    Name=process.find('./Property/Distribution/Name')         
+                    Name.text=distDict['distributionType']
+                    names,values=self.Distributions(distDict)
+                    DistributionParameterA=process.get('./Property/Distribution/DistributionParameterA')
+                    Name=process.find('./Property/Distribution/DistributionParameterA/Name')
+                    Name.text=str(names[0])                               #It changes the text between the Name element tags, putting the name of the distribution's first parameter (e.g. in Normal that will be the mean)
+                    Value=process.find('./Property/Distribution/DistributionParameterA/Value')
+                    Value.text=str(values[0])                          #It changes the text between the Value element tags, putting the value of the distribution's first parameter (e.g. in Normal so for mean value that will be 5.0)
+                    DistributionParameterB=process.get('./Property/Distribution/DistributionParameterB')
+                    Name=process.find('./Property/Distribution/DistributionParameterB/Name')
+                    try:
+                        Name.text=str(names[1])                                #It changes the text between the Name element tags, putting the name of the distribution's second parameter (e.g. in Normal that will be the standarddeviation)
+                        Value=process.find('./Property/Distribution/DistributionParameterB/Value')
+                        Value.text=str(values[1])                           #It changes the text between the Value element tags, putting the value of the distribution's second parameter (e.g. in Normal so for standarddeviation value that will be 1.3)
+                    except IndexError:
+                        continue
+        return tree
+                    
+    
+    
+    
+    
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