read.py

import numpy as np

# read the files line by line put into arrays
array1 = np.empty((70000, 3), dtype=object)
array2 = np.empty((70000, 3), dtype=object)
counter = 0
lineInFile = ""
ending = ">"
#try:
with open('dataset/sampleDB1.ttl', 'r') as file1:
    for lineInFile in file1:
        lineInFile = lineInFile.rstrip('\n').strip(" .").split("> ")
        for n in range(0, 3, 1):
            if lineInFile[n][0] == "<":
                lineInFile[n] = lineInFile[n] + ending
            array1[counter, n] = lineInFile[n]
        counter += 1

counter = 0
with open('dataset/sampleDB2.ttl', 'r') as file2:
    for lineInFile in file2:
        lineInFile = lineInFile.rstrip('\n').strip(" .").split("> ")
        for n in range(0, 3, 1):
            if lineInFile[n][0] == "<":
                lineInFile[n] = lineInFile[n] + ending
            array2[counter, n] = lineInFile[n]
        counter += 1
counter = 0