def __init__(self, model, ordersVersion, factoryKey, simple, batchSize):
path = ' ' + model + '/'
self.factoryKey = factoryKey
self.batchSize = batchSize
self.clientsImp = ClientsImporter("../data/{0}/{1}.csv".format(model, 'distances'), factoryKey)
self.demandsImp = DemandsImporter("../data/{0}/{1}{2}.csv".format(model, 'orders', ordersVersion))
self.distancesImp = DistancesImporter("../data/{0}/{1}.csv".format(model, 'distances'))
if simple:
self.fleetImp = FleetTypesImporter("../data/{0}/{1}.csv".format(model, 'fleet'))
else:
self.fleetImp = FleetImporter("../data/{0}/{1}.csv".format(model, 'fleet'))
class Importer:
def __init__(self, model, ordersVersion, factoryKey, simple, batchSize):
path = ' ' + model + '/'
self.factoryKey = factoryKey
self.batchSize = batchSize
self.clientsImp = ClientsImporter(
"../data/{0}/{1}.csv".format(model, 'distances'), factoryKey)
self.palletsImp = PalletsImporter("../data/{0}/{1}.csv".format(
model, 'pallets'))
self.demandsImp = DemandsImporter("../data/{0}/{1}{2}.csv".format(
model, 'orders', ordersVersion))
self.distancesImp = DistancesImporter("../data/{0}/{1}.csv".format(
model, 'distances'))
if simple:
self.fleetImp = FleetTypesImporter("../data/{0}/{1}.csv".format(
model, 'fleet'))
else:
self.fleetImp = FleetImporter("../data/{0}/{1}.csv".format(
model, 'fleet'))
def process(self):
batchSizes = []
citiesBatches = []
cities = [self.factoryKey]
demandsBatches = []
demands = []
distancesBatches = []
fleetsBatches = []
pallets = []
clients = self.clientsImp.process()
pallets = self.palletsImp.process()
export = self.demandsImp.process(clients, pallets)
allDemands = export['demands']
clients = export['cities']
#pallets[1]['typeId']
#pallets = exportedpallets['']
count = 0
for i in range(len(clients)):
if allDemands[i] > 0:
count += 1
batchSizes = [self.batchSize] * (count / self.batchSize)
itemsLeft = count % self.batchSize
if itemsLeft > len(batchSizes):
batchSizes.append(itemsLeft)
else:
for i in range(count % self.batchSize):
batchSizes[(count / self.batchSize) - i - 1] += 1
batchCount = 0
count = 0
for i in range(len(clients)):
if allDemands[i] > 0:
if count + 1 > batchSizes[batchCount]:
citiesBatches.append(cities)
demandsBatches.append(demands)
count = 0
cities = [self.factoryKey]
demands = []
batchCount += 1
cities.append(clients[i])
demands.append(allDemands[i])
count += 1
citiesBatches.append(cities)
demandsBatches.append(demands)
self.batchesCount = len(demandsBatches)
for i in range(self.batchesCount):
distancesBatches.append(self.distancesImp.process(
citiesBatches[i]))
fleetsBatches.append(self.fleetImp.process(self.batchesCount))
return {
'cities': citiesBatches,
'distances': distancesBatches,
'demands': demandsBatches,
'fleets': fleetsBatches
}
class Importer:
def __init__(self, model, ordersVersion, factoryKey, simple, batchSize):
path = ' ' + model + '/'
self.factoryKey = factoryKey
self.batchSize = batchSize
self.clientsImp = ClientsImporter("../data/{0}/{1}.csv".format(model, 'distances'), factoryKey)
self.demandsImp = DemandsImporter("../data/{0}/{1}{2}.csv".format(model, 'orders', ordersVersion))
self.distancesImp = DistancesImporter("../data/{0}/{1}.csv".format(model, 'distances'))
if simple:
self.fleetImp = FleetTypesImporter("../data/{0}/{1}.csv".format(model, 'fleet'))
else:
self.fleetImp = FleetImporter("../data/{0}/{1}.csv".format(model, 'fleet'))
def process(self):
batchSizes = []
citiesBatches = []
cities = [self.factoryKey]
demandsBatches = []
demands = []
distancesBatches = []
fleetsBatches = []
clients = self.clientsImp.process()
export = self.demandsImp.process(clients)
allDemands = export['demands']
clients = export['cities']
count = 0
for i in range(len(clients)):
if allDemands[i] > 0:
count += 1
batchSizes = [self.batchSize] * (count / self.batchSize)
itemsLeft = count % self.batchSize
if itemsLeft > len(batchSizes):
batchSizes.append(itemsLeft)
else:
for i in range(count % self.batchSize):
batchSizes[(count / self.batchSize) - i - 1] += 1
batchCount = 0
count = 0
for i in range(len(clients)):
if allDemands[i] > 0:
if count + 1 > batchSizes[batchCount]:
citiesBatches.append(cities)
demandsBatches.append(demands)
count = 0
cities = [self.factoryKey]
demands = []
batchCount += 1
cities.append(clients[i])
demands.append(allDemands[i])
count += 1
citiesBatches.append(cities)
demandsBatches.append(demands)
self.batchesCount = len(demandsBatches)
for i in range(self.batchesCount):
distancesBatches.append(self.distancesImp.process(citiesBatches[i]))
fleetsBatches.append(self.fleetImp.process(self.batchesCount))
return {
'cities': citiesBatches,
'distances': distancesBatches,
'demands': demandsBatches,
'fleets': fleetsBatches
}