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leakImporter.py
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leakImporter.py
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from itertools import (takewhile, repeat)
from pymongo import MongoClient
import subprocess
import threading
import datetime
import magic
import time
import uuid
import sys
import os
import re
'''
__ _ _____ _
/ / ___ __ _| | __ \_ \_ __ ___ _ __ ___ _ __| |_ ___ _ __
/ / / _ \/ _` | |/ / / /\/ '_ ` _ \| '_ \ / _ \| '__| __/ _ \ '__|
/ /__| __/ (_| | </\/ /_ | | | | | | |_) | (_) | | | || __/ |
\____/\___|\__,_|_|\_\____/ |_| |_| |_| .__/ \___/|_| \__\___|_|
|_|
usage : leakImporter.py <leakName> <leak_file>
leakName : name of the leak to import (ex : "3kDBLeak")
leak_file : path to the file containing the data leak
The file must contain one credential per line
Each line must follow the following format : email:hash:plain
Email must be present, hash AND plain can be missing (but one must be present)
This tool does NOT handle duplicates as it would be much (much) slower.
A correct database to use along with this tool must have the following collections:
credentials:
p (test)
d (gmail.com)
P (p4ssw0rd)
h (e731a7b612ab389fcb7f973c452f33df3eb69c99)
l (3)
leaks
name (tumblr)
imported(60 550 000)
filename(tumblr_leak.txt)
id (3)
Indexes should be created : db.credentials.createIndex({"d":"hashed"}), db.credentials.createIndex({"l":"hashed"})
'''
# terminal colors
ENDC = '\033[0m'
GREEN = '\033[38;5;118;1m'
YELLOW = '\033[38;5;227;1m'
RED = '\033[38;5;196;1m'
BLUE = '\033[38;5;39;1m'
ORANGE = '\033[38;5;208;1m'
CLEAR = '\033[2K'
############################
# database parameters
mongo_database = "leakScraperTest"
mail_providers = ["gmail.com","msn.com","yahoo.com","mail.ru","comcast.net","hotmail.com","outlook.com","live.com"]
def count_lines(filename, buffsize=1024 * 1024):
with open(filename, 'rb') as f:
bufgen = takewhile(lambda x: x, (f.raw.read(buffsize) for _ in repeat(None)))
return sum(buf.count(b'\n') for buf in bufgen)
def importer(filepath, n, total_lines, nb_parsed, nbThreads, leak_id, not_imported, nb_err, e, mail_providers, nb_mail_providers):
delimiter = ','
with open(filepath, "r") as fd:
line = [fd.readline() for _ in range(nbThreads)][n - 1]
i = n - 1
errs = 0
nb = 0
filename = "/tmp/tmp_" + str(uuid.uuid4())
fd2 = open(filename, "w")
while i < total_lines:
if line:
try:
s = line.strip().replace('"', '""').split(":")
if len(s) >= 3:
em = s[0].split("@")
prefix = em[0]
domain = em[1]
if domain.lower() not in mail_providers:
plain = "".join(s[2:])
hashed = s[1]
fd2.write('"' + str(leak_id) + '"' + delimiter + '"' + prefix + '"' + delimiter + '"' + domain + '"' + delimiter + '"' + hashed + '"' + delimiter + '"' + plain + '"'+"\n")
nb += 1
else:
nb_mail_providers["nb_mail_providers"] += 1
else:
raise Exception("An attribute is missing")
except Exception as ex:
print(line, ":", ex)
not_imported[1].acquire()
not_imported[0].write(line)
not_imported[1].release()
errs += 1
line = [fd.readline() for _ in range(nbThreads)][n - 1]
i += nbThreads
nb_parsed[n] = nb
nb_err[n] = errs
fd2.close()
cmd = ["mongoimport","-d",mongo_database,"-c","credentials","--type","csv","--file",filename,"--fields","l,p,d,h,P", "--numInsertionWorkers","8"]
proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
proc.wait()
e.set()
os.remove(filename)
client = MongoClient()
db = client[mongo_database]
credentials = db["credentials"]
leaks = db["leaks"]
imported = credentials.find({"l":leak_id}).count()
leaks.update_one({"id":leak_id},{"$set":{"imported":imported}})
def stats(nb_parsed, total_lines, leak_id, nb_err, e, nb_mail_providers):
'''
Thread dedicated to printing statistics when processing things.
'''
ok = sum(nb_parsed.values())
errs = sum(nb_err.values())
parsed = errs + ok + nb_mail_providers["nb_mail_providers"]
client = MongoClient()
db = client[mongo_database]
credentials = db["credentials"]
initial_number_of_rows = credentials.count()
t0 = time.time()
while parsed < total_lines:
time.sleep(1)
ok = sum(nb_parsed.values())
errs = sum(nb_err.values())
parsed = errs + ok + nb_mail_providers["nb_mail_providers"]
t1 = time.time()
remaining = total_lines - (parsed)
speed = int(parsed / (t1 - t0))
try:
eta = datetime.timedelta(seconds=remaining / speed)
except ZeroDivisionError:
eta = "--:--:--"
ratio_total = round((parsed) / total_lines * 100, 2)
ratio_errs = round(errs / parsed * 100, 2)
ratio_ok = round(ok / parsed * 100, 2)
ratio_individuals = round(nb_mail_providers["nb_mail_providers"] / parsed * 100, 2)
output = CLEAR + "\t" + BLUE + "%s/%s - %s%% - %s/s" + ENDC + ", " + GREEN + "ok : %s - %s%%" + ENDC + ", " + YELLOW + "private individuals : %s - %s%%" + ENDC + ", " + RED + "errors : %s - %s%%" + ENDC + " - %s"
print(output % ("{:,}".format(parsed), "{:,}".format(total_lines), ratio_total, speed, "{:,}".format(ok), ratio_ok, "{:,}".format(nb_mail_providers["nb_mail_providers"]), ratio_individuals, "{:,}".format(errs), ratio_errs, eta), end="\r")
print()
i = 0
while not e.is_set():
e.wait(1)
i += 1
nb = credentials.count()
imported = nb - initial_number_of_rows
remaining = ok - imported
speed = int(imported / i)
ratio_imported = round(imported / ok * 100, 2)
try:
eta = datetime.timedelta(seconds=remaining / speed)
except ZeroDivisionError:
eta = "--:--:--"
print(CLEAR + GREEN + "\t'mongoimport' Import : " + str(ratio_imported) + "%" + ENDC + " - " + str(speed) + "/s - " + str(eta), end="\r", flush=True)
print()
def main():
if len(sys.argv) != 3:
print("Usage : importer.py leakName <creds.txt>")
print("Example : importer.py tumblr tumblr.txt")
exit()
filename = sys.argv[2]
leakName = sys.argv[1]
upload = open(filename, "rb")
nbThreads = 1
not_imported_file = open(filename + "_not_imported.txt", "w")
not_imported_lock = threading.Lock()
not_imported = (not_imported_file, not_imported_lock)
print("##################################")
print("Import requested for file " + filename)
if upload and leakName != "":
filetype = magic.from_buffer(upload.read(1024)).lower()
upload.seek(0)
validTypes = ["ascii", "utf-8", "text"]
isreadable = True in [v in filetype for v in validTypes]
if isreadable:
print("Counting lines ...")
total_lines = count_lines(filename)
client = MongoClient()
db = client[mongo_database]
leaks = db["leaks"]
nbLeaks = leaks.find({"name":leakName}).count()
if nbLeaks == 0:
newid = leaks.find()
try:
newid = max([x["id"] for x in newid]) + 1
except ValueError:
newid = 1
leaks.insert_one({"name":leakName,"filename":os.path.basename(filename), "imported":0, "id":newid})
leak_id = newid
else:
leak_id = leaks.find_one({"name":leakName})["id"]
nb_parsed = {}
nb_err = {}
nb_mail_providers = {}
e = threading.Event()
threads = [threading.Thread(target=importer, args=(filename, x, total_lines, nb_parsed, nbThreads, leak_id, not_imported, nb_err, e, mail_providers, nb_mail_providers)) for x in range(1, nbThreads + 1)]
statsT = threading.Thread(target=stats, args=(nb_parsed, total_lines, leak_id, nb_err, e, nb_mail_providers))
print("Processing started ...")
t0 = time.time()
for t in threads:
nb_parsed[t._args[1]] = 0
nb_err[t._args[1]] = 0
nb_mail_providers["nb_mail_providers"] = 0
t.start()
statsT.start()
for t in threads:
t.join()
t1 = time.time()
statsT.join()
print()
print("Import finished in", round(t1 - t0, 4), "secs")
not_imported[0].close()
if __name__ == "__main__":
main()