import datetime

CSV_PATH = './_dataset/TrafficLabelling_/Friday-WorkingHours-DDoS.csv'
BYPASS_COLUMNS= ('Destination Port', 'Label')
UNIQUE_COLUMNS = [' Bwd PSH Flags', ' Fwd URG Flags', ' Bwd URG Flags', ' CWE Flag Count',
       'Fwd Avg Bytes/Bulk', ' Fwd Avg Packets/Bulk', ' Fwd Avg Bulk Rate',
       ' Bwd Avg Bytes/Bulk', ' Bwd Avg Packets/Bulk', 'Bwd Avg Bulk Rate']
IMG_SAVE_PATH = f'./saves/{datetime.datetime.now().strftime("%Y%m%d%H%M%S")}'



(['Flow ID', ' Source IP', ' Source Port', ' Destination IP',
       ' Destination Port', ' Protocol', ' Timestamp', ' Flow Duration',
       ' Total Fwd Packets', ' Total Backward Packets',
       'Total Length of Fwd Packets', ' Total Length of Bwd Packets',
       ' Fwd Packet Length Max', ' Fwd Packet Length Min',
       ' Fwd Packet Length Mean', ' Fwd Packet Length Std',
       'Bwd Packet Length Max', ' Bwd Packet Length Min',
       ' Bwd Packet Length Mean', ' Bwd Packet Length Std', 'Flow Bytes/s',
       ' Flow Packets/s', ' Flow IAT Mean', ' Flow IAT Std', ' Flow IAT Max',
       ' Flow IAT Min', 'Fwd IAT Total', ' Fwd IAT Mean', ' Fwd IAT Std',
       ' Fwd IAT Max', ' Fwd IAT Min', 'Bwd IAT Total', ' Bwd IAT Mean',
       ' Bwd IAT Std', ' Bwd IAT Max', ' Bwd IAT Min', 'Fwd PSH Flags',
       ' Bwd PSH Flags', ' Fwd URG Flags', ' Bwd URG Flags',
       ' Fwd Header Length', ' Bwd Header Length', 'Fwd Packets/s',
       ' Bwd Packets/s', ' Min Packet Length', ' Max Packet Length',
       ' Packet Length Mean', ' Packet Length Std', ' Packet Length Variance',
       'FIN Flag Count', ' SYN Flag Count', ' RST Flag Count',
       ' PSH Flag Count', ' ACK Flag Count', ' URG Flag Count',
       ' CWE Flag Count', ' ECE Flag Count', ' Down/Up Ratio',
       ' Average Packet Size', ' Avg Fwd Segment Size',
       ' Avg Bwd Segment Size', ' Fwd Header Length.1', 'Fwd Avg Bytes/Bulk',
       ' Fwd Avg Packets/Bulk', ' Fwd Avg Bulk Rate', ' Bwd Avg Bytes/Bulk',
       ' Bwd Avg Packets/Bulk', 'Bwd Avg Bulk Rate', 'Subflow Fwd Packets',
       ' Subflow Fwd Bytes', ' Subflow Bwd Packets', ' Subflow Bwd Bytes',
       'Init_Win_bytes_forward', ' Init_Win_bytes_backward',
       ' act_data_pkt_fwd', ' min_seg_size_forward', 'Active Mean',
       ' Active Std', ' Active Max', ' Active Min', 'Idle Mean', ' Idle Std',
       ' Idle Max', ' Idle Min', ' Label'])