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#!/usr/bin/env python | |
# This tool will radom select articles from a wikipedia article select | |
# and radomly seed it with PII data | |
import random | |
import os | |
from faker import Factory | |
fake = Factory.create() | |
def dedupe(seq): | |
seen = set() | |
seen_add = seen.add | |
return [ x for x in seq if not (x in seen or seen.add(x))] | |
def randomDocuments(rootFolder): | |
folderlst = [] | |
for(dirpath, _, files) in os.walk(rootFolder): | |
for filename in files: | |
filepath = os.path.join(dirpath, filename) | |
folderlst.append(filepath) | |
return random.choice(folderlst) | |
def seedDocuments(rootFolder, count, piiFolder): | |
if not os.path.exists(piiFolder): | |
os.mkdir(piiFolder) | |
filelst = [] | |
print('Randomizing {} Documents'.format(count)) | |
while len(filelst) < count: | |
filelst.append(randomDocuments(rootFolder)) | |
dedupe(filelst) | |
index = 0 | |
for each_doc in filelst: | |
index += 1 | |
with open(each_doc, 'r') as seedread: | |
filecontent = seedread.read() | |
with open('{}/pii_{}.txt'.format(piiFolder, index), 'w+') as outfile: | |
file_size = os.stat(each_doc)[6] | |
outfile.write(filecontent) | |
outfile.seek((outfile.tell()+random.randint(0, file_size-2))%file_size) | |
piiproviders = [fake.credit_card_number(), fake.ssn()] | |
outfile.write(' PII VECTOR ( {} ) '.format(random.choice(piiproviders))) | |
print('Document creation complete,files are located in folder {}'.format(os.path.abspath(piiFolder))) | |
seedDocuments('data',10,'needle') |
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