def writeYamlFileAndReturnRandomProbabilities(Result, houseNumber, requests, unit, folderName, approachName, houseLayout, requestNameMinMap, S_ZipList, lengthMvList):
'''
This method used to get the random RLC result list, and request start time.
Result, int, [request, ...], int, str, str, [int, int,..], {str:int,...} => files, [[int, int,...]]
'''
# deal with the random output, and start time at same time
fileCount = 0
totalRequestNumber = yamlLargeHouseNumber.getTotalRequestNumber(requests)
restRequestNumber = int(totalRequestNumber)
# tempList = folderName.split('_');
# subFolder = ''.join((tempList[0][-1], '_', tempList[1][0]));
while restRequestNumber != 0:
if restRequestNumber < houseNumber:
repeatNumber = restRequestNumber
else:
repeatNumber = houseNumber
# fileName = ''.join(('~/project/SmartGridToolbox/examples/ResidentialA/resident/', subFolder, '/', folderName, '_', str(fileCount), '.yaml'))
fileName = ''.join(('CSVdata/', folderName, '/resident/' 'resident_', folderName, '_', str(fileCount), '.yaml'))
applianceMap = getApplianceMap(repeatNumber, requests, unit) # get the start time and request name dict
# tempNumber = 0
# for element in applianceMap.keys():
# tempNumber = tempNumber + len(applianceMap[element])
# if tempNumber > houseNumber:
# for key in applianceMap.keys():
# print key,
# print len(applianceMap[key])
# tempCount = 0
# for element in applianceMap.keys():
# if len(applianceMap[element]) != 0:
# tempCount = tempCount + 1
# if tempCount > 1:
# print 'FILE NAME IS',
# print fileCount
# for element in applianceMap.keys():
# if len(applianceMap[element]) != 0:
# print element,
# print len(applianceMap[element])
deleteRequests = setNewRequests(requests) # delete the request which quantity is zero
writeFile = open(fileName, 'w')
yamlWriteMethods.writeConstParameters(writeFile)
yamlWriteMethods.writeHouseLayout(writeFile, houseLayout)
yamlWriteMethods.writeVariableList(writeFile, houseLayout, S_ZipList, lengthMvList)
yamlWriteMethods.writeConstSimulation(writeFile)
yamlWriteMethods.writeConstNetwork(writeFile)
yamlWriteMethods.writeConstHeartbeat(writeFile)
yamlWriteMethods.writeTimeSerialLoop(writeFile, applianceMap, folderName) # write load / time_series content
yamlWriteMethods.writeConstBus(writeFile)
yamlWriteMethods.writeConstGenericgen(writeFile)
yamlWriteMethods.writeConstLoop(writeFile)
applianceCount = 0
yamlWriteMethods.writeAllAppliance(houseLayout, writeFile, applianceMap, applianceCount, requestNameMinMap)
writeFile.close()
print 'No.',
print fileCount,
print 'yaml file had constructed'
fileCount = fileCount + 1
# after constructed request number, reduce the rest request number
restRequestNumber = restRequestNumber - repeatNumber
deleteRequests = setTempProbabilitiesToProbabilities(deleteRequests)
## get the RLC random result
random_observed_load = calculateExpectedLoad(requests, unit) # get observed load
## get output relative parameters
random_observed_loads = [random_observed_load]
return random_observed_loads
def writeYamlFileAndReturnRandomProbabilitiesOneRequest(Result, houseNumber, requests, unit, folderName, approachName, houseLayout, requestNameMinMap, S_ZipList, lengthMvList):
'''
This method used to constructed yaml file and return load information, and each yaml file only had one kind of request.
'''
fileCount = 0
totalRequestNumber = yamlLargeHouseNumber.getTotalRequestNumber(requests)
restRequestNumber = int(totalRequestNumber)
createdRequestNum = 0
while restRequestNumber != 0:
if restRequestNumber < houseNumber:
repeatNumber = restRequestNumber
else:
repeatNumber = houseNumber
fileName = ''.join(('CSVdata/', folderName, '/resident/' 'resident_', folderName, '_', str(fileCount), '.yaml'))
tempResult = getApplianceMapOneRequest(repeatNumber, requests, unit) # get the start time and request name dict
applianceMap = tempResult[0]
usedNumber = int(tempResult[1])
writeFile = open(fileName, 'w')
yamlWriteMethods.writeConstParameters(writeFile)
yamlWriteMethods.writeHouseLayout(writeFile, houseLayout)
yamlWriteMethods.writeVariableList(writeFile, houseLayout, S_ZipList, lengthMvList)
yamlWriteMethods.writeConstSimulation(writeFile)
yamlWriteMethods.writeConstNetwork(writeFile)
yamlWriteMethods.writeConstHeartbeat(writeFile)
yamlWriteMethods.writeTimeSerialLoop(writeFile, applianceMap, folderName) # write load / time_series content
yamlWriteMethods.writeConstBus(writeFile)
yamlWriteMethods.writeConstGenericgen(writeFile)
yamlWriteMethods.writeConstLoop(writeFile)
applianceCount = 0
yamlWriteMethods.writeAllAppliance(houseLayout, writeFile, applianceMap, applianceCount, requestNameMinMap)
writeFile.close()
print 'FileCount is:',
print fileCount
for key in applianceMap.keys():
print key,
print len(applianceMap[key])
deleteRequests = RLCSimulate.setNewRequests(requests) # delete the request which quantity is zero
fileCount = fileCount + 1
restRequestNumber = restRequestNumber - usedNumber
createdRequestNum = createdRequestNum + usedNumber
print 'created request number is: ',
print createdRequestNum
deleteRequests = RLCSimulate.setTempProbabilitiesToProbabilities(deleteRequests)
## get the RLC random result
random_observed_load = RLCSimulate.calculateExpectedLoad(requests, unit) # get observed load
## get output relative parameters
random_observed_loads = [random_observed_load]
return random_observed_loads
