input('Press any key to continue') cProfile.run('APR.Run_Apriori()') print( '------------------Run Profiling ( FP Growth Algo )---------------------------' ) input('Press any key to continue') cProfile.run('FPG.Run_FPGrowth()') else: APR.Run_Apriori() FPG.Run_FPGrowth() print( '------------------Output Frequent Itemset ( Apriori Algo )---------------------------' ) input('Press any key to continue') for item in APR.Get_FreqItemsets(): print(item) print( '------------------Output Frequent Itemset ( FP Growth Algo )---------------------------' ) input('Press any key to continue') for item in FPG.Get_FreqItemsets(): print(item) input('Press any key to continue') if args.association: print( '------------------Output Association Rule ( Apriori Algo )---------------------------' ) for i, rule in enumerate(APR.RuleGenerator()): print("Rule Num {:<}: {} -> {} conf: {:<.3f} sup: {:<}".format( i + 1, rule[0], rule[1], rule[2], rule[3]))