Malware_Detection_SysCallSeq/data_file_load.py at master · a-github-username/Malware_Detection_SysCallSeq · GitHub

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# Launch data loading for model train

import os
import sys


def main():

    # Training data
    fout = open("ADFA-LD/training_data.csv", 'w')
    path = "ADFA-LD\\Training_Data_Master\\"
    for filename in os.listdir(path):
        filename = path + filename
        fin = open(str(filename), 'r')

        x = fin.read()
        x = str(x) + "\n"
        fout.write(x)

        fin.close()

    fout.close()

    # %% md
    # Format the validation data file "validation_data.csv"
    # %%
    # validation data
    fout = open("ADFA-LD/validation_data.csv", 'w')
    path = "ADFA-LD\\Validation_Data_Master\\"
    for filename in os.listdir(path):
        filename = path + filename
        fin = open(str(filename), 'r')
        fin.seek(0)
        x = fin.read()
        x = str(x) + "\n"
        fout.write(x)

        fin.close()

    fout.close()

    # %% md
    # Format the malware data file "malware_data.csv"
    # %%
    fout = open("ADFA-LD/malware_data.csv", 'w')
    path = "ADFA-LD\\Attack_Data_Master\\"
    for directory in os.listdir(path):
        path_new = path + str(directory) + "\\"
        for filename in os.listdir(path_new):
            filename = path_new + filename
            fin = open(str(filename), 'r')

            x = fin.read()
            x = str(x) + "\n"
            fout.write(x)

            fin.close()

    print("Finished file loading")
    fout.close()