Created
September 13, 2017 11:18
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Сравнение двух текстов на плагиат
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# Добавить сравнение по википедии | |
# Добавить нечеткий поиск и если процент совпадения больше 90* то причислять к плагиату | |
import re | |
def get_text(file_name): | |
if(len(file_name)<15 and file_name.endswith('.txt')): | |
return open(file_name,'r', encoding = 'utf-8').read() | |
return file_name | |
def distance(a, b): | |
n, m = len(a), len(b) | |
if n > m: | |
a, b = b, a | |
n, m = m, n | |
current_column = range(n+1) | |
for i in range(1, m+1): | |
previous_column, current_column = current_column, [i]+[0]*n | |
for j in range(1,n+1): | |
add, delete, change = previous_column[j]+1, current_column[j-1]+1, previous_column[j-1] | |
if a[j-1] != b[i-1]: | |
change += 1 | |
current_column[j] = min(add, delete, change) | |
return current_column[n] | |
def check_equal_parts(text,patern): | |
sum_of_identity = 0 | |
identity_list = [] | |
for sentence in text: | |
if(sentence in patern): | |
sum_of_identity+=1 | |
identity_list.append(sentence) | |
print('Equal parts = ' + str(sum_of_identity)) | |
if(sum_of_identity != 0): | |
print('persent of identity = {:.0%}'.format(sum_of_identity/len(text))) | |
print(identity_list) | |
return sum_of_identity | |
def fuzzy_comparison(): | |
minLen = 100 | |
for i in split_patern: | |
for j in split_text: | |
if(distance(j,i)/max(len(i),len(j))<minLen): | |
text_result = j | |
patern_result = i | |
minLen = distance(j,i)/max(len(i),len(j)) | |
print('С точностью {:.0%} "{}" совпал с "{}"'.format(minLen,text_result,patern_result)) | |
def main(): | |
text_name = input('Print text or filename for analization: ') | |
patern = input('Print patern text or filename for analization: ') | |
text = get_text(text_name).replace('\n','') | |
patern = get_text(patern).replace('\n','') | |
split_text = [i for i in re.split(r'[.?!]', text) if i != ''] | |
split_patern = [i for i in re.split(r'[.?!]', patern) if i != ''] | |
a = check_equal_parts(split_text,split_patern) | |
if(a==0): | |
fuzzy_comparison() | |
if __name__ == '__main__': | |
main() |
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