def mainOld(): """Old main function running files from our simulations.""" # Normal and DDOS traffic ran over a long period of time. mixedLarge = "traffic-samples\mixed-traffic-sample\MixedDDOS" mixedLarge_1 = "traffic-samples\mixed-traffic-sample\MixedDDOS1" mixedLarge_2 = "traffic-samples\mixed-traffic-sample\MixedDDOS2" # Normal and DDOS traffic ran over a short period of time. mixedQuick = "traffic-samples\mixed-traffic-sample\MixedQuick" mixedQuick1 = "traffic-samples\mixed-traffic-sample\MixedQuick1" mixedQuick2 = "traffic-samples\mixed-traffic-sample\MixedQuick2" mixedQuick3 = "traffic-samples\mixed-traffic-sample\MixedQuick3" mixedQuick4 = "traffic-samples\mixed-traffic-sample\MixedQuick4" mixedQuick5 = "traffic-samples\mixed-traffic-sample\MixedQuick5" mixedQuick6 = "traffic-samples\mixed-traffic-sample\MixedQuick6" mixedQuick7 = "traffic-samples\mixed-traffic-sample\MixedQuick7" pcapPar = pcapParserOld(mixedQuick, mixedQuick1) print("File read in. Training.") pcap_tensors = pcapPar.pcap_list() # Set up the SOM som = SOM(n=5, m=5, dim=5, n_iterations=10) som.train(pcap_tensors) # Output simple color plot colors = som.color_inputsOld(pcapPar.pcap_dictionary()) plt.imshow(colors) plt.title('Color SOM') plt.show()