def EOQ(path, pathOfErrorFile):
flag = True
try:
print(
"\n\n===================================================================================================="
)
get = t.read_from_csv(path)
data = get.dataFetchedFromCSVFile()
avgDemand, purchaseCost, orderingCost, holdingCost = data
obj = eoq.Eoq(avgDemand=float(avgDemand[0]),
purchaseCost=float(purchaseCost[0]),
orderingCost=float(orderingCost[0]),
holdingCost=float(holdingCost[0]))
obj.demandAnalysis()
obj.orderAnalysis()
Result = obj.returnTheData()
print(Result)
json_format = json.dumps(Result)
print(json_format)
#remove
return Result
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the EOQ modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def BatchPoissonModel(path, pathOfErrorFile):
flag = True
try:
print("\n\nBatch Model for Poisson=======")
get = t.read_from_csv(path)
DemandMean, FixedOrderingCost, Cost, HoldingCharge, LeadTime, ReorderPoint, CycleServiceLevel, CostperStockoutEvent, ItemFillRate, CostPerItemShort = get.dataFetchedFromCSVFile(
)
obj = p.PoissonModel(DemandMean, FixedOrderingCost, Cost,
HoldingCharge, LeadTime, ReorderPoint,
CycleServiceLevel, CostperStockoutEvent,
ItemFillRate, CostPerItemShort)
json_format_Output = obj.run()
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the Poisson Model is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def BatchMCBDemand(path, pathOfErrorFile):
flag = True
try:
print("\n\n============Entered into Mcb Batch Mode")
starttime = datetime.datetime.now()
get = t.read_from_csv(path)
falseLeadtime, serviceLevel, demand = get.dataFetchedFromCSVFile(
param='batch_mcb')
result = {}
json_format_Output = []
# expectation is falseLeadtime, serviceLevel , Demand all are list containing another list
# hence flt,sl,dm are list objects, change code of dataFetchedFromCSVFile
for index in range(0, len(falseLeadtime)):
obj = mdb.mcbDemand(falseLeadtime[index][0],
serviceLevel[index][0], demand[index])
json_format = obj.actionOnMcbDemand()
json_format_Output.append(json_format)
result['name'] = 'MCB Demand'
result['value'] = json_format_Output
print(result)
return [result]
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the Mcb Demand modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def ForecastRealignment(path, pathOfErrorFile):
flag = True
try:
print(
"\n\n===================================================================================================="
)
get = t.read_from_csv(path)
Forecast, Demand = get.dataFetchedFromCSVFile()
obj = fr.ForecastRealignment(Forecast, Demand)
json_format_Output = obj.run()
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the Forecast Realignment Model is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def MCBDemand(path, pathOfErrorFile):
flag = True
try:
print(
"\n\n======================================================================================================"
)
starttime = datetime.datetime.now()
get = t.read_from_csv(path)
falseLeadtime, serviceLevel, demand = get.dataFetchedFromCSVFile()
falseLeadtime, serviceLevel, demand = int(
falseLeadtime[0]), serviceLevel[0], demand
obj = md.mcbDemand(falseLeadtime, serviceLevel, demand)
json_format_Output = obj.actionOnMcbDemand()
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
endtime = datetime.datetime.now()
print("Time Taken", endtime - starttime)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the Mcb Demand modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def ForecastLumpyDemand(path, pathOfErrorFile):
flag = True
try:
print(
"\n\n======================================================================================================"
)
startTime = datetime.datetime.now().replace(microsecond=0)
get = t.read_from_csv(path)
data = get.dataFetchedFromCSVFile(param='forecast')
leadTime, serviceLevel, Forecast, Demand, Futureforecast = data[
0], data[1], data[3], data[4], data[6]
futureForecast = list(map(lambda x: x.item(), Futureforecast))
json_format_Output_for_forecast_lumpy = fl.ForeCastLumpyDemand(
leadTime, serviceLevel, Forecast, Demand, futureForecast)
output = json_format_Output_for_forecast_lumpy.actionOnForcastLumpy()
s = json.dumps(output)
jsonObj = json.loads(s)
print(jsonObj)
return output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the Forecast Lumpy Demand modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def DependentDemand(path, pathOfErrorFile):
flag = True
try:
print(
"\n\n======================================================================================================"
)
print(
"\nMoved to Dependent Demand Module================================\n"
)
get = t.read_from_csv(path)
YYYYMM, attachRate, dependentPartBusinessProcessLoss, substrateLotSize, capacitorLotSize, site1ForLrpVolumesInMonths, site2ForLrpVolumesInMonths, site3ForLrpVolumesInMonths, yields = get.dataFetchedFromCSVFile(
)
obj = dd.dependantDemand(YYYYMM, attachRate,
dependentPartBusinessProcessLoss,
substrateLotSize, capacitorLotSize,
site1ForLrpVolumesInMonths,
site2ForLrpVolumesInMonths,
site3ForLrpVolumesInMonths, yields)
json_format_Output = obj.outputDepedentPartsNeeded()
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the Dependent Demand modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def ForecastErrorBasedStandard(path, pathOfErrorFile):
flag = True
try:
print(
"\n\n======================================================================================================"
)
print(
"\nMoved to ForeCastErrorBased Standard Module================================\n"
)
get = t.read_from_csv(path)
falseLeadtime, serviceLevel, ww, forecast, demand, ww_for_forecast_lumpy, demand_for_forecast_lumpy = get.dataFetchedFromCSVFile(
param="forecast")
futureForecast = list(
map(lambda x: x.item(), demand_for_forecast_lumpy))
json_format_Output = fc.foreCastErrorBased_Standard_Function(
falseLeadtime, serviceLevel, ww, forecast, demand, futureForecast)
#json_format_Output_for_forecast_lumpy =fl.ForeCastLumpyDemand(falseLeadtime,serviceLevel,forecast,demand,futureForecast)
#output=json_format_Output_for_forecast_lumpy.actionOnForcastLumpy()
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the ForeCastErrorBased Standard modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def NewsVendor(path=None, pathOfErrorFile=None):
flag = True
try:
print(
"\n\n====================================================================================================="
)
get = t.read_from_csv(path)
data = get.dataFetchedFromCSVFile()
print(data)
mean, sd, cost, price = data
json_format_Output = nv.mainnewsVendorFunction(mean, sd, cost, price)
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the NewsVendor modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def SQContinousReview(path=None, pathOfErrorFile=None, model=None):
flag = True
try:
print(
"\nMoved to (s,Q) Continuous Review================================\n"
)
starttime = datetime.datetime.now()
get = t.read_from_csv(path)
data = get.dataFetchedFromCSVFile()
json_format_Output = ss.main(data, model='SQContinousReview')
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
endtime = datetime.datetime.now()
print("sf", endtime - starttime)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the (s,Q) Continuous Review is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def RSPeriodicReview(path=None, pathOfErrorFile=None, model=None):
flag = True
print(model)
try:
print(
"\n\n===================================================================================================="
)
get = t.read_from_csv(path)
data = get.dataFetchedFromCSVFile()
json_format_Output = ss.main(data, model='RSPeriodicReview')
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the (R,S) Periodic Review is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def ForecastAnalyzer(path, pathOfErrorFile):
flag = True
try:
print(
"====================================================================================================\n"
)
get = t.read_from_csv(path)
data = get.dataFetchedFromCSVFile()
forecastData, demadData = data
obj = fa.Forecast_Analyzer(forecastData=forecastData,
demadData=demadData)
result = obj.outputToGetUII()
s = json.dumps(result)
jsonObj = json.loads(s)
print(jsonObj)
return result
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the Forecast Analyzer module is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def DemandAnalyzer(path, pathOfErrorFile):
flag = True
try:
print(
"\n\n===================================================================================================="
)
get = t.read_from_csv(path)
data = get.dataFetchedFromCSVFile()
obj = da.displayResult(data)
s = json.dumps(obj)
jsonObj = json.loads(s)
print(jsonObj)
return obj
'''
if type(data) ==str:
print(data)
else:
if data.any():
if get.noOfColumns() ==1:
result=displayResult(data)
if result['Discrete Indicator Flag'] == 1:
result['Discrete Indicator Flag'] =True
else:
result['Discrete Indicator Flag'] =False
s=json.dumps(result)
jsonObj=json.loads(s)
print(jsonObj)
print("\n\n\n")
else:
for inputData in data:
result=displayResult(inputData)
if result['Discrete Indicator Flag'] == 1:
result['Discrete Indicator Flag'] =True
else:
result['Discrete Indicator Flag'] =False
s=json.dumps(result)
jsonObj=json.loads(s)
print(jsonObj)
print("\n\n\n")
'''
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the DemandAnalyzer modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def BatchModelSQ(path, pathOfErrorFile):
flag = True
try:
print("\nMoved to Batch Mode=======\n")
get = t.read_from_csv(path)
data = get.dataFetchedFromCSVFile()
json_format_Output = ss.main(data, model='SQContinousReview')
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the batch is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def ContainerLoop(path, pathOfErrorFile):
flag = True
try:
print(
"\n\n======================================================================================================"
)
print(
"\nMoved to Container Loop Module================================\n"
)
get = t.read_from_csv(path)
YYYYMM, containerSize, bufferPercentage, site1LRPVolumes, site2LRPVolumes, site3LRPVolumes, site1ForLoopCycle, site2ForLoopCycle, site3ForLoopCycle, manualBuffer1, manualBuffer2, manualBuffer3 = get.dataFetchedFromCSVFile(
)
obj = cl.ContainerLoop(YYYYMM, containerSize, bufferPercentage,
site1LRPVolumes, site2LRPVolumes,
site3LRPVolumes, site1ForLoopCycle,
site2ForLoopCycle, site3ForLoopCycle,
manualBuffer1, manualBuffer2, manualBuffer3)
obj.outputContainersMonth()
obj.outputContainerFleetPerMonthPerLittlesLaw()
obj.outputManualBuffer()
json_format_Output = obj.returnJsonOutput()
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the Container Loop modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
def PartRepairLoop(path, pathOfErrorFile):
flag = True
try:
#print("\n\n======================================================================================================")
print(
"\nMoved to Part Repair Loop Module================================\n"
)
get = t.read_from_csv(path)
#data=get.dataFetchedFromCSVFile()
#print(data)
YYYYMM, partRepairRate, bufferPercentage, site1ForLRPVolumes, site2ForLRPVolumes, site3ForLRPVolumes, site1ForTotalLoopCycle, site2ForTotalLoopCycle, site3ForTotalLoopCycle, manualBuffer1, manualBuffer2, manualBuffer3 = get.dataFetchedFromCSVFile(
)
obj = prl.partRepairLoop(YYYYMM, partRepairRate, bufferPercentage,
site1ForLRPVolumes, site2ForLRPVolumes,
site3ForLRPVolumes, site1ForTotalLoopCycle,
site2ForTotalLoopCycle,
site3ForTotalLoopCycle, manualBuffer1,
manualBuffer2, manualBuffer3)
#obj=prl.partRepairLoop(data)
json_format_Output = obj.calculatingOnPartRepairLoopFeatures()
s = json.dumps(json_format_Output)
jsonObj = json.loads(s)
print(jsonObj)
return json_format_Output
except Exception as e:
flag = False
orig_stdout = sys.stdout
f = open(pathOfErrorFile, "w")
sys.stdout = f
print(
"The error occured in the execution of the Part Repair Loop modules is ---------------------------\n\n\n"
)
print(e)
sys.stdout = orig_stdout
f.close()
return flag
