def RLCSimulationOneType(folderName, inputType, unit, approachName, houseNumber, randomFlag):
'''
This method used to constructed yaml files, and it will make sure each file only has one kind of requests.
'''
# read CSV input files
Result = ReadCSV(folderName, inputType)
requests = list(Result[0])
ideal_type_load = modify_ideal_load(Result[1][-1], unit)
# write load profile files
RLCSimulate.getLoadProfileFiles(folderName, unit)
# get house layout and zip_loads
houseLayout = yamlCalcMethods.getHouseLayout(houseNumber, requests)
S_ZipList = yamlCalcMethods.getSZipList(len(houseLayout))
lengthMvList = yamlCalcMethods.getLengthMvList(len(houseLayout))
# get the load, which not perform RLC approach
original_loads = RLCSimulate.getOriginalObservedLoad(Result, unit, approachName)
# get the relationship between request name, and its last minute number
requestNameMinMap = yamlCalcMethods.getRequestNameMinMap(requests) # get the requestNameMinMap
# write yaml file, and return RLC result
random_observed_loads = writeYamlFileAndReturnRandomProbabilitiesOneRequest(Result, houseNumber, requests, unit, folderName, approachName, houseLayout, requestNameMinMap, S_ZipList, lengthMvList)
# write the csv file which save original and RLC loads
write_output(ideal_type_load, original_loads, random_observed_loads, folderName, inputType, randomFlag)
print 'FINISH Random Output'
def getRequestStartTimeList(request, generateHouseNum, unit):
"""
This method used to get the start time list of a request, then return a list with these times.
typical, the time here is a string with format as: '09:45:00'.
[request, request, ...], int, int => [time, time, ...]
"""
yamlCalcMethods.getPureProbabilities(request) # update the new probabilities which used to random
startList = [0] * len(request.pure_probabilities) # this list will save the numbers which represent to start time
RLCSimulate.getRandomStartList(request, startList, generateHouseNum)
startTimeList = yamlCalcMethods.getStartTime(startList, request, unit) # get the start time with the time style
return startTimeList
def getApplianceMapOneRequest(repeatNumber, requests, unit):
'''
This method used to return a map which only contains one request, and its start time list.
'''
returnMap = {}
for request in requests:
if request.quantity != 0:
if request.quantity - repeatNumber >= 0:
generateHouseNum = repeatNumber
requestStartTimeList = RLCSimulate.getRequestStartTimeList(request, generateHouseNum, unit)
request.minus_quantity(generateHouseNum)
else:
generateHouseNum = request.quantity
requestStartTimeList = RLCSimulate.getRequestStartTimeList(request, generateHouseNum, unit)
request.minus_quantity(generateHouseNum)
returnMap[request.request_type.request_name] = requestStartTimeList
tempResult = [returnMap, generateHouseNum]
return tempResult
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
