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39 lines
2.3 KiB
Python
39 lines
2.3 KiB
Python
import datetime
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CSV_PATH = './_dataset/TrafficLabelling_/Friday-WorkingHours-merged.csv'
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BYPASS_COLUMNS= ('Destination Port', 'Label')
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UNIQUE_COLUMNS = [' Bwd PSH Flags', ' Fwd URG Flags', ' Bwd URG Flags', ' CWE Flag Count',
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'Fwd Avg Bytes/Bulk', ' Fwd Avg Packets/Bulk', ' Fwd Avg Bulk Rate',
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' Bwd Avg Bytes/Bulk', ' Bwd Avg Packets/Bulk', 'Bwd Avg Bulk Rate', 'Label']
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IMG_SAVE_PATH = f'./saves/{datetime.datetime.now().strftime("%Y%m%d%H%M%S")}'
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(['Flow ID', ' Source IP', ' Source Port', ' Destination IP',
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' Destination Port', ' Protocol', ' Timestamp', ' Flow Duration',
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' Total Fwd Packets', ' Total Backward Packets',
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'Total Length of Fwd Packets', ' Total Length of Bwd Packets',
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' Fwd Packet Length Max', ' Fwd Packet Length Min',
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' Fwd Packet Length Mean', ' Fwd Packet Length Std',
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'Bwd Packet Length Max', ' Bwd Packet Length Min',
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' Bwd Packet Length Mean', ' Bwd Packet Length Std', 'Flow Bytes/s',
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' Flow Packets/s', ' Flow IAT Mean', ' Flow IAT Std', ' Flow IAT Max',
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' Flow IAT Min', 'Fwd IAT Total', ' Fwd IAT Mean', ' Fwd IAT Std',
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' Fwd IAT Max', ' Fwd IAT Min', 'Bwd IAT Total', ' Bwd IAT Mean',
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' Bwd IAT Std', ' Bwd IAT Max', ' Bwd IAT Min', 'Fwd PSH Flags',
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' Bwd PSH Flags', ' Fwd URG Flags', ' Bwd URG Flags',
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' Fwd Header Length', ' Bwd Header Length', 'Fwd Packets/s',
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' Bwd Packets/s', ' Min Packet Length', ' Max Packet Length',
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' Packet Length Mean', ' Packet Length Std', ' Packet Length Variance',
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'FIN Flag Count', ' SYN Flag Count', ' RST Flag Count',
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' PSH Flag Count', ' ACK Flag Count', ' URG Flag Count',
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' CWE Flag Count', ' ECE Flag Count', ' Down/Up Ratio',
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' Average Packet Size', ' Avg Fwd Segment Size',
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' Avg Bwd Segment Size', ' Fwd Header Length.1', 'Fwd Avg Bytes/Bulk',
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' Fwd Avg Packets/Bulk', ' Fwd Avg Bulk Rate', ' Bwd Avg Bytes/Bulk',
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' Bwd Avg Packets/Bulk', 'Bwd Avg Bulk Rate', 'Subflow Fwd Packets',
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' Subflow Fwd Bytes', ' Subflow Bwd Packets', ' Subflow Bwd Bytes',
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'Init_Win_bytes_forward', ' Init_Win_bytes_backward',
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' act_data_pkt_fwd', ' min_seg_size_forward', 'Active Mean',
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' Active Std', ' Active Max', ' Active Min', 'Idle Mean', ' Idle Std',
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' Idle Max', ' Idle Min', ' Label']) |