# other packages use this to determine file locations.
# gs._project_entry_point_ = os.getcwd()
# print 'Entry point has been set to '+gs._project_entry_point_
# initialize data loader
dr = dataLoader()
dr.initialize()
# load some data. Will change to batch work later
dr.loadSalesData(gs._project_entry_point_ + "/../preprocess/output/Monthly_Sold_Waste/10 October_Week 3.csv","October Week 3","efficiency")
dr.loadSalesData(gs._project_entry_point_ + "/../preprocess/output/Monthly_Sold_Waste/10 October_Week 4.csv","October Week 4","efficiency")
# create your algorithm prototype here
for i in range(1):
sys.stdout.write(str(i)+' ')
evolutionAlgorithmController = evolutionAlgorithmGroupItem()
#evolutionAlgorithmController = evolutionAlgorithm()
# get data from data loader
evolutionAlgorithmController.getData(dr)
resultForEvolutionAlgorithm = evolutionAlgorithmController.generateRecommendation()
# calculate the objective function value
objectiveFunctionObj = objectiveFunction()
objectiveFunctionObj.recommendation = resultForEvolutionAlgorithm
score = objectiveFunctionObj.assess()
print "Final result:"
for item in resultForEvolutionAlgorithm.itemList:
print str(item.itemName)+"x"+str(resultForEvolutionAlgorithm.itemList[item])
def callEvolutionaryAlgorithm(self):
evolutionAlgorithmController = evolutionAlgorithmGroupItem()
evolutionAlgorithmController.getData(self.dr)
resultForEvolutionAlgorithm = evolutionAlgorithmController.generateRecommendation()
return resultForEvolutionAlgorithm