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Commit 7ab76d15 authored by panos's avatar panos
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Tests added for the KE tool examples

parent 9c84c898
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dream/tests/testKEExamples.py
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...@@ -57,12 +57,179 @@ class KnowledgeExtractionExamples(TestCase): ...@@ -57,12 +57,179 @@ class KnowledgeExtractionExamples(TestCase):
elementList=result_data.get('elementList',[]) elementList=result_data.get('elementList',[])
for element in elementList: for element in elementList:
if element['id']=='E1': if element['id']=='E1':
self.assertTrue(240<element['results']['throughput'][0]<250) self.assertTrue(240<element['results']['throughput'][0]<260)
if element['id']=='M2': if element['id']=='M2':
self.assertTrue(11.00<element['results']['working_ratio'][0]<12.00) self.assertTrue(10.00<element['results']['working_ratio'][0]<13.00)
if element['id']=='M1': if element['id']=='M1':
self.assertTrue(91.90<element['results']['working_ratio'][0]<92.90) self.assertTrue(91.90<element['results']['working_ratio'][0]<92.90)
jsonFile.close() jsonFile.close()
def testAssembleDismantle(self):
from dream.KnowledgeExtraction.KEtool_examples.AssembleDismantle.AssembleDismantle_example import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtool_examples",
"AssembleDismantle")
workbook = xlrd.open_workbook(os.path.join(filepath, 'inputData.xls'))
jsonFile = open(os.path.join(filepath, 'JSON_AssembleDismantle.json'))
result = main(test=1,workbook=workbook,jsonFile=jsonFile)
result_data = json.loads(result)
result_data=result_data['result']['result_list'][0]
elementList=result_data.get('elementList',[])
for element in elementList:
if element['id']=='M1':
self.assertTrue(96.1<element['results']['failure_ratio'][0]<97.1)
if element['id']=='M1':
self.assertTrue(0.02<element['results']['working_ratio'][0]<0.09)
jsonFile.close()
def testConveyerLine(self):
from dream.KnowledgeExtraction.KEtool_examples.ConveyerLine.KEtool_MainScript import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtool_examples",
"ConveyerLine")
csvFile1= open(os.path.join(filepath, 'InterArrivalData.csv'))
csvFile2= open(os.path.join(filepath, 'DataSet.csv'))
jsonFile = open(os.path.join(filepath, 'JSON_ConveyerLine.json'))
result = main(test=1,csvFile1=csvFile1,csvFile2=csvFile2,jsonFile=jsonFile)
result_data = result
result_data=result_data['graph']
nodes=result_data.get('node',{})
for element_id,element in nodes.iteritems():
if element_id=='M1':
self.assertEquals(element['processingTime'].keys()[0],'Logistic')
if element_id=='M2':
self.assertEquals(element['processingTime'].keys()[0],'Logistic')
if element_id=='S1':
self.assertEquals(element['interarrivalTime'].keys()[0],'Exp')
jsonFile.close()
def testConfidenceIntervals(self):
from dream.KnowledgeExtraction.KEtool_examples.ConfidenceIntervals.ConfidenceIntervals_example import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtool_examples",
"ConfidenceIntervals")
csvFile= open(os.path.join(filepath, 'DataSet.csv'))
result1,result2,result3 = main(test=1,csvFile=csvFile)
self.assertEquals(result1[0],0.0)
self.assertEquals(result1[1],1.0)
self.assertEquals(result2[0],0.4719902587261917)
self.assertEquals(result2[1],0.5545222108338084)
self.assertEquals(result3[0],1.0)
self.assertEquals(result3[1],1.0)
def testSingleServer(self):
from dream.KnowledgeExtraction.KEtoolSimul8_examples.SingleServer.SingleServer import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtoolSimul8_examples",
"SingleServer")
workbook1 = xlrd.open_workbook(os.path.join(filepath, 'InterarrivalsData.xls'))
workbook2 = xlrd.open_workbook(os.path.join(filepath, 'ProcData.xls'))
simul8XMLFile = open(os.path.join(filepath, 'SingleServer.xml'))
result = main(test=1,workbook1=workbook1,workbook2=workbook2,simul8XMLFile=simul8XMLFile)
root=result.getroot()
for objects in root.findall('./SimulationObjects/SimulationObject'):
if objects.attrib['Type'] == 'Work Entry Point' and objects.attrib['Name'] == 'Source':
procDist = objects.find('./InterArrivalTimeSampleData/DistribType')
procPar1 = objects.find('./InterArrivalTimeSampleData/DistParam1')
self.assertEquals(procDist.text,'7')
self.assertEquals(procPar1.text,'3.72710330863')
if objects.attrib['Type'] == 'Work Center' and objects.attrib['Name'] == "Activity 1":
procDist = objects.find('./OperationTimeSampleData/DistribType')
procPar1 = objects.find('./OperationTimeSampleData/DistParam1')
procPar2 = objects.find('./OperationTimeSampleData/DistParam2')
self.assertEquals(procDist.text,'10')
self.assertEquals(procPar1.text,'14.4634502422')
self.assertEquals(procPar2.text,'1.03221368006')
def testTopology1(self):
from dream.KnowledgeExtraction.KEtoolSimul8_examples.Topology1.Topology1 import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtoolSimul8_examples",
"Topology1")
workbook = xlrd.open_workbook(os.path.join(filepath, 'DataSet.xlsx'))
csvFile= open(os.path.join(filepath, 'ProcTimesData.csv'))
simul8XMLFile = open(os.path.join(filepath, 'Topology1.xml'))
result = main(test=1,workbook=workbook,csvFile=csvFile,simul8XMLFile=simul8XMLFile)
root=result.getroot()
for objects in root.findall('./SimulationObjects/SimulationObject'):
if objects.attrib['Type'] == 'Work Entry Point' and objects.attrib['Name'] == 'Source':
procDist = objects.find('./InterArrivalTimeSampleData/DistribType')
procPar1 = objects.find('./InterArrivalTimeSampleData/DistParam1')
self.assertEquals(procDist.text,'7')
self.assertEquals(procPar1.text,'3.81461051661')
if objects.attrib['Type'] == 'Work Center' and objects.attrib['Name'] == "Activity 1":
procDist = objects.find('./BreakDowns/MTBFSampleData/DistribType')
procPar1 = objects.find('./BreakDowns/MTBFSampleData/DistParam1')
procPar2 = objects.find('./BreakDowns/MTBFSampleData/DistParam2')
self.assertEquals(procDist.text,'3')
self.assertEquals(procPar1.text,'60.241674662')
self.assertEquals(procPar2.text,'13.6343562616')
procDist = objects.find('./BreakDowns/MTTRSampleData/DistribType')
procPar1 = objects.find('./BreakDowns/MTTRSampleData/DistParam1')
procPar2 = objects.find('./BreakDowns/MTTRSampleData/DistParam2')
self.assertEquals(procDist.text,'9')
self.assertEquals(procPar1.text,'2.49625391491')
self.assertEquals(procPar2.text,'0.0808226713028')
def testParallelStations(self):
from dream.KnowledgeExtraction.KEtool_examples.ParallelStations_withfailures.ParallelStations_example import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtool_examples",
"ParallelStations_withfailures")
DBFilePath = ("C:\Users\Panos\Documents\KE tool_documentation")
jsonFile = open(os.path.join(filepath, 'JSON_example.json'))
result = main(test=1,DBFilePath=DBFilePath,jsonFile=jsonFile)
result_data = result
result_data=result_data['graph']
nodes=result_data.get('node',{})
for element_id,element in nodes.iteritems():
if element_id=='M1':
self.assertEquals(element['processingTime'].keys()[0],'Logistic')
self.assertEquals(element['processingTime'].values()[0]['scale'],5.943555041732533)
self.assertEquals(element['processingTime'].values()[0]['location'],51.57623425532299)
self.assertEquals(element['interruptions']['failure']['TTR'].keys()[0],'Poisson')
self.assertEquals(element['interruptions']['failure']['TTR'].values()[0]['lambda'],0.1053658536585366)
self.assertEquals(element['interruptions']['failure']['TTF'].keys()[0],'Weibull')
self.assertEquals(element['interruptions']['failure']['TTF'].values()[0]['shape'],3.1671825421393747)
self.assertEquals(element['interruptions']['failure']['TTF'].values()[0]['scale'],0.7571939493062068)
if element_id=='M2':
self.assertEquals(element['processingTime'].keys()[0],'Cauchy')
self.assertEquals(element['processingTime'].values()[0]['scale'],1.7219415441266923)
self.assertEquals(element['processingTime'].values()[0]['location'],49.732494067271205)
self.assertEquals(element['interruptions']['failure']['TTR'].keys()[0],'Poisson')
self.assertEquals(element['interruptions']['failure']['TTR'].values()[0]['lambda'],0.1423076923076923)
self.assertEquals(element['interruptions']['failure']['TTF'].keys()[0],'Weibull')
self.assertEquals(element['interruptions']['failure']['TTF'].values()[0]['shape'],3.1975046230623905)
self.assertEquals(element['interruptions']['failure']['TTF'].values()[0]['scale'],0.6805471087485552)
jsonFile.close()
def testParallelStationsFailures(self):
from dream.KnowledgeExtraction.KEtoolSimul8_examples.ParallelStationsFailures.ParallelStationsFailures import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtoolSimul8_examples",
"ParallelStationsFailures")
DBFilePath = ("C:\Users\Panos\Documents\KE tool_documentation")
simul8XMLFile = open(os.path.join(filepath, 'ParallelStations.xml'))
result = main(test=1,DBFilePath=DBFilePath,simul8XMLFile=simul8XMLFile)
root=result.getroot()
for objects in root.findall('./SimulationObjects/SimulationObject'):
if objects.attrib['Type'] == 'Work Center' and objects.attrib['Name'] == "MILL1":
procDist = objects.find('./BreakDowns/MTBFSampleData/DistribType')
procPar1 = objects.find('./BreakDowns/MTBFSampleData/DistParam1')
procPar2 = objects.find('./BreakDowns/MTBFSampleData/DistParam2')
self.assertEquals(procDist.text,'7')
self.assertEquals(procPar1.text,'1.47747747748')
procDist = objects.find('./BreakDowns/MTTRSampleData/DistribType')
procPar1 = objects.find('./BreakDowns/MTTRSampleData/DistParam1')
procPar2 = objects.find('./BreakDowns/MTTRSampleData/DistParam2')
self.assertEquals(procDist.text,'3')
self.assertEquals(procPar1.text,'0.105365853659')
self.assertEquals(procPar2.text,'0.0566050743643')
\ No newline at end of file
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