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 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 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 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 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 testTwoParallelStations(self):
from dream.KnowledgeExtraction.KEtool_examples.TwoParallelStations.TwoParallelStations_example import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtool_examples",
"TwoParallelStations")
workbook = xlrd.open_workbook(os.path.join(filepath, 'inputData.xls'))
jsonFile = open(os.path.join(filepath, 'JSON_ParallelStations.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']=='E1':
self.assertEquals(element['results']['throughput'][0], 86)
if element['id']=='St1':
self.assertTrue(99.93<element['results']['working_ratio'][0]<99.94)
jsonFile.close()
def testTwoParallelStations(self):
from dream.KnowledgeExtraction.KEtool_examples.TwoParallelStations.TwoParallelStations_example import main
filepath = os.path.join(project_path, "dream", "KnowledgeExtraction",
"KEtool_examples", "TwoParallelStations")
workbook = xlrd.open_workbook(os.path.join(filepath, 'inputData.xls'))
jsonFile = open(os.path.join(filepath, 'JSON_ParallelStations.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'] == 'E1':
self.assertEquals(element['results']['throughput'][0], 86)
if element['id'] == 'St1':
self.assertTrue(
99.93 < element['results']['working_ratio'][0] < 99.94)
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 testTwoServers(self):
from dream.KnowledgeExtraction.KEtool_examples.TwoServers.TwoServers_example import main
filepath=os.path.join(project_path, "dream", "KnowledgeExtraction", "KEtool_examples",
"TwoServers")
workbook = xlrd.open_workbook(os.path.join(filepath, 'inputsTwoServers.xls'))
jsonFile = open(os.path.join(filepath, 'JSON_TwoServers.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']=='E1':
self.assertTrue(240<element['results']['throughput'][0]<260)
if element['id']=='M2':
self.assertTrue(10.00<element['results']['working_ratio'][0]<13.00)
if element['id']=='M1':
self.assertTrue(91.90<element['results']['working_ratio'][0]<92.90)
jsonFile.close()
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 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 testTwoServers(self):
from dream.KnowledgeExtraction.KEtool_examples.TwoServers.TwoServers_example import main
filepath = os.path.join(project_path, "dream", "KnowledgeExtraction",
"KEtool_examples", "TwoServers")
workbook = xlrd.open_workbook(
os.path.join(filepath, 'inputsTwoServers.xls'))
jsonFile = open(os.path.join(filepath, 'JSON_TwoServers.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'] == 'E1':
self.assertTrue(
240 < element['results']['throughput'][0] < 260)
if element['id'] == 'M2':
self.assertTrue(
10.00 < element['results']['working_ratio'][0] < 13.00)
if element['id'] == 'M1':
self.assertTrue(
91.90 < element['results']['working_ratio'][0] < 92.90)
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()