mirror of https://github.com/CIRCL/AIL-framework
Merge branch 'dev' into scriptsenhance
commit
8a95bbba87
361
bin/Onion.py
361
bin/Onion.py
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@ -22,254 +22,165 @@ Requirements
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"""
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"""
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import time
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import time
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from packages import Paste
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from pubsublogger import publisher
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import datetime
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import datetime
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import os
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import os
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import base64
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import sys
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import subprocess
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import redis
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import signal
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import re
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import re
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from pyfaup.faup import Faup
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from module.abstract_module import AbstractModule
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from lib.ConfigLoader import ConfigLoader
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from lib import crawlers
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from lib import regex_helper
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from packages.Item import Item
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from Helper import Process
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## Manually fetch first page if crawler is disabled
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# import base64
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class TimeoutException(Exception):
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# import subprocess
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pass
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#
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# torclient_host = '127.0.0.1'
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def timeout_handler(signum, frame):
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# torclient_port = 9050
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raise TimeoutException
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#
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# def fetch(p, r_cache, urls, domains):
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signal.signal(signal.SIGALRM, timeout_handler)
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# now = datetime.datetime.now()
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# path = os.path.join('onions', str(now.year).zfill(4),
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def fetch(p, r_cache, urls, domains, path):
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# str(now.month).zfill(2),
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failed = []
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# str(now.day).zfill(2),
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downloaded = []
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# str(int(time.mktime(now.utctimetuple()))))
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print('{} Urls to fetch'.format(len(urls)))
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# failed = []
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for url, domain in zip(urls, domains):
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# downloaded = []
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if r_cache.exists(url) or url in failed:
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# print('{} Urls to fetch'.format(len(urls)))
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continue
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# for url, domain in zip(urls, domains):
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to_fetch = base64.standard_b64encode(url.encode('utf8'))
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# if r_cache.exists(url) or url in failed:
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print('fetching url: {}'.format(to_fetch))
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# continue
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process = subprocess.Popen(["python", './tor_fetcher.py', to_fetch],
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# to_fetch = base64.standard_b64encode(url.encode('utf8'))
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stdout=subprocess.PIPE)
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# print('fetching url: {}'.format(to_fetch))
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while process.poll() is None:
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# process = subprocess.Popen(["python", './tor_fetcher.py', to_fetch],
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time.sleep(1)
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# stdout=subprocess.PIPE)
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# while process.poll() is None:
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if process.returncode == 0:
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# time.sleep(1)
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r_cache.setbit(url, 0, 1)
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#
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r_cache.expire(url, 360000)
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# if process.returncode == 0:
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downloaded.append(url)
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# r_cache.setbit(url, 0, 1)
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print('downloaded : {}'.format(downloaded))
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# r_cache.expire(url, 360000)
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'''tempfile = process.stdout.read().strip()
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# downloaded.append(url)
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tempfile = tempfile.decode('utf8')
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# print('downloaded : {}'.format(downloaded))
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#with open(tempfile, 'r') as f:
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# '''tempfile = process.stdout.read().strip()
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filename = path + domain + '.gz'
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# tempfile = tempfile.decode('utf8')
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fetched = f.read()
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# #with open(tempfile, 'r') as f:
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content = base64.standard_b64decode(fetched)
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# filename = path + domain + '.gz'
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save_path = os.path.join(os.environ['AIL_HOME'],
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# fetched = f.read()
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p.config.get("Directories", "pastes"),
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# content = base64.standard_b64decode(fetched)
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filename)
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# save_path = os.path.join(os.environ['AIL_HOME'],
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dirname = os.path.dirname(save_path)
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# p.config.get("Directories", "pastes"),
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if not os.path.exists(dirname):
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# filename)
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os.makedirs(dirname)
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# dirname = os.path.dirname(save_path)
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with open(save_path, 'w') as ff:
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# if not os.path.exists(dirname):
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ff.write(content)
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# os.makedirs(dirname)
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p.populate_set_out(save_path, 'Global')
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# with open(save_path, 'w') as ff:
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p.populate_set_out(url, 'ValidOnion')
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# ff.write(content)
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p.populate_set_out(fetched, 'FetchedOnion')'''
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# p.populate_set_out(save_path, 'Global')
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yield url
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# p.populate_set_out(url, 'ValidOnion')
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#os.unlink(tempfile)
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# p.populate_set_out(fetched, 'FetchedOnion')'''
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else:
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# yield url
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r_cache.setbit(url, 0, 0)
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# #os.unlink(tempfile)
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r_cache.expire(url, 3600)
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# else:
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failed.append(url)
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# r_cache.setbit(url, 0, 0)
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print('Failed at downloading', url)
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# r_cache.expire(url, 3600)
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print(process.stdout.read())
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# failed.append(url)
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print('Failed:', len(failed), 'Downloaded:', len(downloaded))
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# print('Failed at downloading', url)
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# print(process.stdout.read())
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# print('Failed:', len(failed), 'Downloaded:', len(downloaded))
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if __name__ == "__main__":
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class Onion(AbstractModule):
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publisher.port = 6380
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"""docstring for Onion module."""
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publisher.channel = "Script"
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torclient_host = '127.0.0.1'
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def __init__(self):
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torclient_port = 9050
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super(Onion, self).__init__()
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config_section = 'Onion'
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config_loader = ConfigLoader()
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self.r_cache = config_loader.get_redis_conn("Redis_Cache")
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self.r_onion = config_loader.get_redis_conn("ARDB_Onion")
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p = Process(config_section)
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self.pending_seconds = config_loader.get_config_int("Onion", "max_execution_time")
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r_cache = redis.StrictRedis(
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# regex timeout
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host=p.config.get("Redis_Cache", "host"),
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self.regex_timeout = 30
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port=p.config.getint("Redis_Cache", "port"),
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db=p.config.getint("Redis_Cache", "db"),
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decode_responses=True)
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r_onion = redis.StrictRedis(
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self.faup = crawlers.get_faup()
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host=p.config.get("ARDB_Onion", "host"),
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self.redis_cache_key = regex_helper.generate_redis_cache_key(self.module_name)
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port=p.config.getint("ARDB_Onion", "port"),
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db=p.config.getint("ARDB_Onion", "db"),
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decode_responses=True)
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# FUNCTIONS #
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# activate_crawler = p.config.get("Crawler", "activate_crawler")
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publisher.info("Script subscribed to channel onion_categ")
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# FIXME For retro compatibility
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channel = 'onion_categ'
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# Getting the first message from redis.
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message = p.get_from_set()
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prec_filename = None
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max_execution_time = p.config.getint("Onion", "max_execution_time")
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# send to crawler:
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activate_crawler = p.config.get("Crawler", "activate_crawler")
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if activate_crawler == 'True':
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activate_crawler = True
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print('Crawler enabled')
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else:
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activate_crawler = False
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print('Crawler disabled')
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faup = Faup()
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# Thanks to Faup project for this regex
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# https://github.com/stricaud/faup
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url_regex = "((http|https|ftp)?(?:\://)?([a-zA-Z0-9\.\-]+(\:[a-zA-Z0-9\.&%\$\-]+)*@)*((25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9])\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9]|0)\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9]|0)\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[0-9])|localhost|([a-zA-Z0-9\-]+\.)*[a-zA-Z0-9\-]+\.onion)(\:[0-9]+)*(/($|[a-zA-Z0-9\.\,\?\'\\\+&%\$#\=~_\-]+))*)"
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i2p_regex = "((http|https|ftp)?(?:\://)?([a-zA-Z0-9\.\-]+(\:[a-zA-Z0-9\.&%\$\-]+)*@)*((25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9])\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9]|0)\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9]|0)\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[0-9])|localhost|([a-zA-Z0-9\-]+\.)*[a-zA-Z0-9\-]+\.i2p)(\:[0-9]+)*(/($|[a-zA-Z0-9\.\,\?\'\\\+&%\$#\=~_\-]+))*)"
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re.compile(url_regex)
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while True:
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self.url_regex = "((http|https|ftp)?(?:\://)?([a-zA-Z0-9\.\-]+(\:[a-zA-Z0-9\.&%\$\-]+)*@)*((25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9])\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9]|0)\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9]|0)\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[0-9])|localhost|([a-zA-Z0-9\-]+\.)*[a-zA-Z0-9\-]+\.onion)(\:[0-9]+)*(/($|[a-zA-Z0-9\.\,\?\'\\\+&%\$#\=~_\-]+))*)"
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message = p.get_from_set()
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self.i2p_regex = "((http|https|ftp)?(?:\://)?([a-zA-Z0-9\.\-]+(\:[a-zA-Z0-9\.&%\$\-]+)*@)*((25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9])\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9]|0)\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[1-9]|0)\.(25[0-5]|2[0-4][0-9]|[0-1]{1}[0-9]{2}|[1-9]{1}[0-9]{1}|[0-9])|localhost|([a-zA-Z0-9\-]+\.)*[a-zA-Z0-9\-]+\.i2p)(\:[0-9]+)*(/($|[a-zA-Z0-9\.\,\?\'\\\+&%\$#\=~_\-]+))*)"
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if message is not None:
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re.compile(self.url_regex)
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re.compile(self.i2p_regex)
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self.redis_logger.info(f"Module: {self.module_name} Launched")
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# TEMP var: SAVE I2P Domain (future I2P crawler)
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self.save_i2p = config_loader.get_config_boolean("Onion", "save_i2p")
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def compute(self, message):
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# list of tuples: (url, subdomains, domain)
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urls_to_crawl = []
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print(message)
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print(message)
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filename, score = message.split()
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id, score = message.split()
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item = Item(id)
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# "For each new paste"
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item_content = item.get_content()
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if prec_filename is None or filename != prec_filename:
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item_content = 'http://33333333.kingdom7rv6wkfzn.onion?sdsd=ooooo http://2222222.kingdom7rv6wkfzn.onion'
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domains_list = []
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urls = []
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PST = Paste.Paste(filename)
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# max execution time on regex
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# max execution time on regex
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signal.alarm(max_execution_time)
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res = regex_helper.regex_findall(self.module_name, self.redis_cache_key, self.url_regex, item.get_id(), item_content)
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try:
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for x in res:
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for x in PST.get_regex(url_regex):
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# String to tuple
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print(x)
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x = x[2:-2].replace(" '", "").split("',")
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# Extracting url with regex
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url = x[0]
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url, s, credential, subdomain, domain, host, port, \
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subdomain = x[4].lower()
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resource_path, query_string, f1, f2, f3, f4 = x
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self.faup.decode(url)
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url_unpack = self.faup.get()
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if '.onion' in url:
|
try: ## TODO: # FIXME: check faup version
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print(url)
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domains_list.append(domain)
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urls.append(url)
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except TimeoutException:
|
|
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encoded_list = []
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p.incr_module_timeout_statistic()
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print ("{0} processing timeout".format(PST.p_rel_path))
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continue
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signal.alarm(0)
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'''
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for x in PST.get_regex(i2p_regex):
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# Extracting url with regex
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url, s, credential, subdomain, domain, host, port, \
|
|
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resource_path, query_string, f1, f2, f3, f4 = x
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|
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if '.i2p' in url:
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|
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print('add i2p')
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print(domain)
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|
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if not r_onion.sismember('i2p_domain', domain) and not r_onion.sismember('i2p_domain_crawler_queue', domain):
|
|
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r_onion.sadd('i2p_domain', domain)
|
|
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r_onion.sadd('i2p_link', url)
|
|
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r_onion.sadd('i2p_domain_crawler_queue', domain)
|
|
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msg = '{};{}'.format(url,PST.p_rel_path)
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|
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r_onion.sadd('i2p_crawler_queue', msg)
|
|
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'''
|
|
||||||
|
|
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to_print = 'Onion;{};{};{};'.format(PST.p_source, PST.p_date,
|
|
||||||
PST.p_name)
|
|
||||||
|
|
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print(len(domains_list))
|
|
||||||
if len(domains_list) > 0:
|
|
||||||
|
|
||||||
if not activate_crawler:
|
|
||||||
publisher.warning('{}Detected {} .onion(s);{}'.format(
|
|
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to_print, len(domains_list),PST.p_rel_path))
|
|
||||||
else:
|
|
||||||
publisher.info('{}Detected {} .onion(s);{}'.format(
|
|
||||||
to_print, len(domains_list),PST.p_rel_path))
|
|
||||||
now = datetime.datetime.now()
|
|
||||||
path = os.path.join('onions', str(now.year).zfill(4),
|
|
||||||
str(now.month).zfill(2),
|
|
||||||
str(now.day).zfill(2),
|
|
||||||
str(int(time.mktime(now.utctimetuple()))))
|
|
||||||
to_print = 'Onion;{};{};{};'.format(PST.p_source,
|
|
||||||
PST.p_date,
|
|
||||||
PST.p_name)
|
|
||||||
|
|
||||||
if activate_crawler:
|
|
||||||
date_month = datetime.datetime.now().strftime("%Y%m")
|
|
||||||
date = datetime.datetime.now().strftime("%Y%m%d")
|
|
||||||
for url in urls:
|
|
||||||
|
|
||||||
faup.decode(url)
|
|
||||||
url_unpack = faup.get()
|
|
||||||
## TODO: # FIXME: remove me
|
|
||||||
try:
|
|
||||||
domain = url_unpack['domain'].decode().lower()
|
domain = url_unpack['domain'].decode().lower()
|
||||||
except Exception as e:
|
except Exception as e:
|
||||||
domain = url_unpack['domain'].lower()
|
domain = url_unpack['domain'].lower()
|
||||||
|
print('----')
|
||||||
|
print(url)
|
||||||
|
print(subdomain)
|
||||||
|
print(domain)
|
||||||
|
|
||||||
## TODO: blackilst by port ?
|
if crawlers.is_valid_onion_domain(domain):
|
||||||
# check blacklist
|
urls_to_crawl.append((url, subdomain, domain))
|
||||||
if r_onion.sismember('blacklist_onion', domain):
|
|
||||||
continue
|
|
||||||
|
|
||||||
subdomain = re.findall(url_regex, url)
|
to_print = f'Onion;{item.get_source()};{item.get_date()};{item.get_basename()};'
|
||||||
if len(subdomain) > 0:
|
if not urls_to_crawl:
|
||||||
subdomain = subdomain[0][4].lower()
|
self.redis_logger.info(f'{to_print}Onion related;{item.get_id()}')
|
||||||
else:
|
return
|
||||||
continue
|
|
||||||
|
|
||||||
# too many subdomain
|
|
||||||
if len(subdomain.split('.')) > 3:
|
|
||||||
subdomain = '{}.{}.onion'.format(subdomain[-3], subdomain[-2])
|
|
||||||
|
|
||||||
if not r_onion.sismember('month_onion_up:{}'.format(date_month), subdomain) and not r_onion.sismember('onion_down:'+date , subdomain):
|
|
||||||
if not r_onion.sismember('onion_domain_crawler_queue', subdomain):
|
|
||||||
print('send to onion crawler')
|
|
||||||
r_onion.sadd('onion_domain_crawler_queue', subdomain)
|
|
||||||
msg = '{};{}'.format(url,PST.p_rel_path)
|
|
||||||
if not r_onion.hexists('onion_metadata:{}'.format(subdomain), 'first_seen'):
|
|
||||||
r_onion.sadd('onion_crawler_discovery_queue', msg)
|
|
||||||
print('send to priority queue')
|
|
||||||
else:
|
|
||||||
r_onion.sadd('onion_crawler_queue', msg)
|
|
||||||
# tag if domain was up
|
|
||||||
if r_onion.sismember('full_onion_up', subdomain):
|
|
||||||
# TAG Item
|
|
||||||
msg = 'infoleak:automatic-detection="onion";{}'.format(PST.p_rel_path)
|
|
||||||
p.populate_set_out(msg, 'Tags')
|
|
||||||
|
|
||||||
else:
|
|
||||||
for url in fetch(p, r_cache, urls, domains_list, path):
|
|
||||||
publisher.info('{}Checked {};{}'.format(to_print, url, PST.p_rel_path))
|
|
||||||
|
|
||||||
# TAG Item
|
# TAG Item
|
||||||
msg = 'infoleak:automatic-detection="onion";{}'.format(PST.p_rel_path)
|
msg = f'infoleak:automatic-detection="onion";{item.get_id()}'
|
||||||
p.populate_set_out(msg, 'Tags')
|
self.send_message_to_queue('Tags', msg)
|
||||||
else:
|
|
||||||
publisher.info('{}Onion related;{}'.format(to_print, PST.p_rel_path))
|
|
||||||
|
|
||||||
prec_filename = filename
|
if crawlers.is_crawler_activated():
|
||||||
|
for to_crawl in urls_to_crawl:
|
||||||
|
crawlers.add_item_to_discovery_queue('onion', to_crawl[2], to_crawl[1], to_crawl[0], item.get_id())
|
||||||
else:
|
else:
|
||||||
publisher.debug("Script url is Idling 10s")
|
self.redis_logger.warning(f'{to_print}Detected {len(urls_to_crawl)} .onion(s);{item.get_id()}')
|
||||||
#print('Sleeping')
|
# keep manual fetcher ????
|
||||||
time.sleep(10)
|
## Manually fetch first page if crawler is disabled
|
||||||
|
# for url in fetch(p, r_cache, urls, domains_list):
|
||||||
|
# publisher.info('{}Checked {};{}'.format(to_print, url, PST.p_rel_path))
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
|
||||||
|
module = Onion()
|
||||||
|
module.run()
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
##########################
|
||||||
|
|
|
@ -31,6 +31,12 @@ def is_valid_object_type(object_type):
|
||||||
else:
|
else:
|
||||||
return False
|
return False
|
||||||
|
|
||||||
|
def check_correlation_object(object):
|
||||||
|
if object in get_all_correlation_objects():
|
||||||
|
return True
|
||||||
|
else:
|
||||||
|
return False
|
||||||
|
|
||||||
def is_valid_object_subtype(object_type, object_subtype):
|
def is_valid_object_subtype(object_type, object_subtype):
|
||||||
if object_type == 'pgp':
|
if object_type == 'pgp':
|
||||||
return Pgp.pgp.is_valid_obj_subtype(object_subtype)
|
return Pgp.pgp.is_valid_obj_subtype(object_subtype)
|
||||||
|
@ -462,7 +468,7 @@ def sanitise_correlation_names(correlation_names):
|
||||||
|
|
||||||
def sanitise_correlation_objects(correlation_objects):
|
def sanitise_correlation_objects(correlation_objects):
|
||||||
'''
|
'''
|
||||||
correlation_objects ex = 'domain,decoded'
|
correlation_objects ex = 'domain,paste'
|
||||||
'''
|
'''
|
||||||
all_correlation_objects = get_all_correlation_objects()
|
all_correlation_objects = get_all_correlation_objects()
|
||||||
if correlation_objects is None:
|
if correlation_objects is None:
|
||||||
|
@ -478,6 +484,11 @@ def sanitise_correlation_objects(correlation_objects):
|
||||||
return all_correlation_objects
|
return all_correlation_objects
|
||||||
|
|
||||||
######## API EXPOSED ########
|
######## API EXPOSED ########
|
||||||
|
def api_check_correlation_objects(l_object):
|
||||||
|
for object in l_object:
|
||||||
|
if not check_correlation_object(object):
|
||||||
|
return ({"error": f"Invalid Object: {object}"}, 400)
|
||||||
|
|
||||||
def sanitize_object_type(object_type):
|
def sanitize_object_type(object_type):
|
||||||
if not is_valid_object_type(object_type):
|
if not is_valid_object_type(object_type):
|
||||||
return ({'status': 'error', 'reason': 'Incorrect object_type'}, 400)
|
return ({'status': 'error', 'reason': 'Incorrect object_type'}, 400)
|
||||||
|
|
|
@ -19,7 +19,8 @@ import uuid
|
||||||
import subprocess
|
import subprocess
|
||||||
|
|
||||||
from datetime import datetime, timedelta
|
from datetime import datetime, timedelta
|
||||||
from urllib.parse import urlparse
|
from urllib.parse import urlparse, urljoin
|
||||||
|
from bs4 import BeautifulSoup
|
||||||
|
|
||||||
from pyfaup.faup import Faup
|
from pyfaup.faup import Faup
|
||||||
|
|
||||||
|
@ -41,6 +42,7 @@ r_serv_metadata = config_loader.get_redis_conn("ARDB_Metadata")
|
||||||
r_serv_onion = config_loader.get_redis_conn("ARDB_Onion")
|
r_serv_onion = config_loader.get_redis_conn("ARDB_Onion")
|
||||||
r_cache = config_loader.get_redis_conn("Redis_Cache")
|
r_cache = config_loader.get_redis_conn("Redis_Cache")
|
||||||
PASTES_FOLDER = os.path.join(os.environ['AIL_HOME'], config_loader.get_config_str("Directories", "pastes"))
|
PASTES_FOLDER = os.path.join(os.environ['AIL_HOME'], config_loader.get_config_str("Directories", "pastes"))
|
||||||
|
activate_crawler = config_loader.get_config_str("Crawler", "activate_crawler")
|
||||||
config_loader = None
|
config_loader = None
|
||||||
|
|
||||||
faup = Faup()
|
faup = Faup()
|
||||||
|
@ -76,6 +78,64 @@ def is_valid_onion_domain(domain):
|
||||||
def get_faup():
|
def get_faup():
|
||||||
return faup
|
return faup
|
||||||
|
|
||||||
|
# # # # # # # #
|
||||||
|
# #
|
||||||
|
# FAVICON #
|
||||||
|
# #
|
||||||
|
# # # # # # # #
|
||||||
|
|
||||||
|
def get_favicon_from_html(html, domain, url):
|
||||||
|
favicon_urls = extract_favicon_from_html(html, url)
|
||||||
|
# add root favicom
|
||||||
|
if not favicon_urls:
|
||||||
|
favicon_urls.add(f'{urlparse(url).scheme}://{domain}/favicon.ico')
|
||||||
|
print(favicon_urls)
|
||||||
|
return favicon_urls
|
||||||
|
|
||||||
|
def extract_favicon_from_html(html, url):
|
||||||
|
favicon_urls = set()
|
||||||
|
soup = BeautifulSoup(html, 'html.parser')
|
||||||
|
set_icons = set()
|
||||||
|
# If there are multiple <link rel="icon">s, the browser uses their media,
|
||||||
|
# type, and sizes attributes to select the most appropriate icon.
|
||||||
|
# If several icons are equally appropriate, the last one is used.
|
||||||
|
# If the most appropriate icon is later found to be inappropriate,
|
||||||
|
# for example because it uses an unsupported format,
|
||||||
|
# the browser proceeds to the next-most appropriate, and so on.
|
||||||
|
# # DEBUG: /!\ firefox load all favicon ???
|
||||||
|
|
||||||
|
# iOS Safari 'apple-touch-icon'
|
||||||
|
# Safari pinned tabs 'mask-icon'
|
||||||
|
# Android Chrome 'manifest'
|
||||||
|
# Edge and IE 12:
|
||||||
|
# - <meta name="msapplication-TileColor" content="#aaaaaa"> <meta name="theme-color" content="#ffffff">
|
||||||
|
# - <meta name="msapplication-config" content="/icons/browserconfig.xml">
|
||||||
|
|
||||||
|
# desktop browser 'shortcut icon' (older browser), 'icon'
|
||||||
|
for favicon_tag in ['icon', 'shortcut icon']:
|
||||||
|
if soup.head:
|
||||||
|
for icon in soup.head.find_all('link', attrs={'rel': lambda x : x and x.lower() == favicon_tag, 'href': True}):
|
||||||
|
set_icons.add(icon)
|
||||||
|
|
||||||
|
# # TODO: handle base64 favicon
|
||||||
|
for tag in set_icons:
|
||||||
|
icon_url = tag.get('href')
|
||||||
|
if icon_url:
|
||||||
|
if icon_url.startswith('//'):
|
||||||
|
icon_url = icon_url.replace('//', '/')
|
||||||
|
if icon_url.startswith('data:'):
|
||||||
|
# # TODO: handle base64 favicon
|
||||||
|
pass
|
||||||
|
else:
|
||||||
|
icon_url = urljoin(url, icon_url)
|
||||||
|
icon_url = urlparse(icon_url, scheme=urlparse(url).scheme).geturl()
|
||||||
|
favicon_urls.add(icon_url)
|
||||||
|
return favicon_urls
|
||||||
|
|
||||||
|
|
||||||
|
# # # - - # # #
|
||||||
|
|
||||||
|
|
||||||
################################################################################
|
################################################################################
|
||||||
|
|
||||||
# # TODO: handle prefix cookies
|
# # TODO: handle prefix cookies
|
||||||
|
@ -412,6 +472,13 @@ def api_create_cookie(user_id, cookiejar_uuid, cookie_dict):
|
||||||
|
|
||||||
#### CRAWLER GLOBAL ####
|
#### CRAWLER GLOBAL ####
|
||||||
|
|
||||||
|
## TODO: # FIXME: config db, dynamic load
|
||||||
|
def is_crawler_activated():
|
||||||
|
return activate_crawler == 'True'
|
||||||
|
|
||||||
|
def get_crawler_all_types():
|
||||||
|
return ['onion', 'regular']
|
||||||
|
|
||||||
def get_all_spash_crawler_status():
|
def get_all_spash_crawler_status():
|
||||||
crawler_metadata = []
|
crawler_metadata = []
|
||||||
all_crawlers = r_cache.smembers('all_splash_crawlers')
|
all_crawlers = r_cache.smembers('all_splash_crawlers')
|
||||||
|
@ -741,6 +808,83 @@ def api_add_crawled_item(dict_crawled):
|
||||||
create_item_metadata(item_id, domain, 'last_url', port, 'father')
|
create_item_metadata(item_id, domain, 'last_url', port, 'father')
|
||||||
|
|
||||||
#### CRAWLER QUEUES ####
|
#### CRAWLER QUEUES ####
|
||||||
|
|
||||||
|
## queues priority:
|
||||||
|
# 1 - priority queue
|
||||||
|
# 2 - discovery queue
|
||||||
|
# 3 - default queue
|
||||||
|
##
|
||||||
|
def get_all_queues_names():
|
||||||
|
return ['priority', 'discovery', 'default']
|
||||||
|
|
||||||
|
def get_all_queues_keys():
|
||||||
|
return ['{}_crawler_priority_queue', '{}_crawler_discovery_queue', '{}_crawler_queue']
|
||||||
|
|
||||||
|
def get_queue_key_by_name(queue_name):
|
||||||
|
if queue_name == 'priority':
|
||||||
|
return '{}_crawler_priority_queue'
|
||||||
|
elif queue_name == 'discovery':
|
||||||
|
return '{}_crawler_discovery_queue'
|
||||||
|
else: # default
|
||||||
|
return '{}_crawler_queue'
|
||||||
|
|
||||||
|
def get_stats_elem_to_crawl_by_queue_type(queue_type):
|
||||||
|
dict_stats = {}
|
||||||
|
for queue_name in get_all_queues_names():
|
||||||
|
dict_stats[queue_name] = r_serv_onion.scard(get_queue_key_by_name(queue_name).format(queue_type))
|
||||||
|
return dict_stats
|
||||||
|
|
||||||
|
def get_all_queues_stats():
|
||||||
|
print(get_all_crawlers_queues_types())
|
||||||
|
dict_stats = {}
|
||||||
|
for queue_type in get_crawler_all_types():
|
||||||
|
dict_stats[queue_type] = get_stats_elem_to_crawl_by_queue_type(queue_type)
|
||||||
|
for queue_type in get_all_splash():
|
||||||
|
dict_stats[queue_type] = get_stats_elem_to_crawl_by_queue_type(queue_type)
|
||||||
|
return dict_stats
|
||||||
|
|
||||||
|
def add_item_to_discovery_queue(queue_type, domain, subdomain, url, item_id):
|
||||||
|
date_month = datetime.now().strftime("%Y%m")
|
||||||
|
date = datetime.now().strftime("%Y%m%d")
|
||||||
|
|
||||||
|
# check blacklist
|
||||||
|
if r_serv_onion.sismember(f'blacklist_{queue_type}', domain):
|
||||||
|
return
|
||||||
|
|
||||||
|
# too many subdomain # # FIXME: move to crawler module ?
|
||||||
|
if len(subdomain.split('.')) > 3:
|
||||||
|
subdomain = f'{subdomain[-3]}.{subdomain[-2]}.{queue_type}'
|
||||||
|
|
||||||
|
if not r_serv_onion.sismember(f'month_{queue_type}_up:{date_month}', subdomain) and not r_serv_onion.sismember(f'{queue_type}_down:{date}' , subdomain):
|
||||||
|
if not r_serv_onion.sismember(f'{queue_type}_domain_crawler_queue', subdomain):
|
||||||
|
r_serv_onion.sadd(f'{queue_type}_domain_crawler_queue', subdomain)
|
||||||
|
msg = f'{url};{item_id}'
|
||||||
|
# First time we see this domain => Add to discovery queue (priority=2)
|
||||||
|
if not r_serv_onion.hexists(f'{queue_type}_metadata:{subdomain}', 'first_seen'):
|
||||||
|
r_serv_onion.sadd(f'{queue_type}_crawler_discovery_queue', msg)
|
||||||
|
print(f'sent to priority queue: {subdomain}')
|
||||||
|
# Add to default queue (priority=3)
|
||||||
|
else:
|
||||||
|
r_serv_onion.sadd(f'{queue_type}_crawler_queue', msg)
|
||||||
|
print(f'sent to queue: {subdomain}')
|
||||||
|
|
||||||
|
def remove_task_from_crawler_queue(queue_name, queue_type, key_to_remove):
|
||||||
|
r_serv_onion.srem(queue_name.format(queue_type), key_to_remove)
|
||||||
|
|
||||||
|
# # TODO: keep auto crawler ?
|
||||||
|
def clear_crawler_queues():
|
||||||
|
for queue_key in get_all_queues_keys():
|
||||||
|
for queue_type in get_crawler_all_types():
|
||||||
|
r_serv_onion.delete(queue_key.format(queue_type))
|
||||||
|
|
||||||
|
###################################################################################
|
||||||
|
def get_nb_elem_to_crawl_by_type(queue_type): # # TODO: rename me
|
||||||
|
nb = r_serv_onion.scard('{}_crawler_priority_queue'.format(queue_type))
|
||||||
|
nb += r_serv_onion.scard('{}_crawler_discovery_queue'.format(queue_type))
|
||||||
|
nb += r_serv_onion.scard('{}_crawler_queue'.format(queue_type))
|
||||||
|
return nb
|
||||||
|
###################################################################################
|
||||||
|
|
||||||
def get_all_crawlers_queues_types():
|
def get_all_crawlers_queues_types():
|
||||||
all_queues_types = set()
|
all_queues_types = set()
|
||||||
all_splash_name = get_all_crawlers_to_launch_splash_name()
|
all_splash_name = get_all_crawlers_to_launch_splash_name()
|
||||||
|
@ -782,9 +926,8 @@ def get_elem_to_crawl_by_queue_type(l_queue_type):
|
||||||
# 2 - discovery queue
|
# 2 - discovery queue
|
||||||
# 3 - normal queue
|
# 3 - normal queue
|
||||||
##
|
##
|
||||||
all_queue_key = ['{}_crawler_priority_queue', '{}_crawler_discovery_queue', '{}_crawler_queue']
|
|
||||||
|
|
||||||
for queue_key in all_queue_key:
|
for queue_key in get_all_queues_keys():
|
||||||
for queue_type in l_queue_type:
|
for queue_type in l_queue_type:
|
||||||
message = r_serv_onion.spop(queue_key.format(queue_type))
|
message = r_serv_onion.spop(queue_key.format(queue_type))
|
||||||
if message:
|
if message:
|
||||||
|
@ -801,12 +944,6 @@ def get_elem_to_crawl_by_queue_type(l_queue_type):
|
||||||
return {'url': url, 'paste': item_id, 'type_service': crawler_type, 'queue_type': queue_type, 'original_message': message}
|
return {'url': url, 'paste': item_id, 'type_service': crawler_type, 'queue_type': queue_type, 'original_message': message}
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def get_nb_elem_to_crawl_by_type(queue_type):
|
|
||||||
nb = r_serv_onion.scard('{}_crawler_priority_queue'.format(queue_type))
|
|
||||||
nb += r_serv_onion.scard('{}_crawler_discovery_queue'.format(queue_type))
|
|
||||||
nb += r_serv_onion.scard('{}_crawler_queue'.format(queue_type))
|
|
||||||
return nb
|
|
||||||
|
|
||||||
#### ---- ####
|
#### ---- ####
|
||||||
|
|
||||||
# # # # # # # # # # # #
|
# # # # # # # # # # # #
|
||||||
|
@ -1281,8 +1418,9 @@ def test_ail_crawlers():
|
||||||
#### ---- ####
|
#### ---- ####
|
||||||
|
|
||||||
if __name__ == '__main__':
|
if __name__ == '__main__':
|
||||||
res = get_splash_manager_version()
|
# res = get_splash_manager_version()
|
||||||
res = test_ail_crawlers()
|
# res = test_ail_crawlers()
|
||||||
res = is_test_ail_crawlers_successful()
|
# res = is_test_ail_crawlers_successful()
|
||||||
print(res)
|
# print(res)
|
||||||
print(get_test_ail_crawlers_message())
|
# print(get_test_ail_crawlers_message())
|
||||||
|
#print(get_all_queues_stats())
|
||||||
|
|
|
@ -15,7 +15,6 @@ import time
|
||||||
from pubsublogger import publisher
|
from pubsublogger import publisher
|
||||||
from Helper import Process
|
from Helper import Process
|
||||||
|
|
||||||
|
|
||||||
class AbstractModule(ABC):
|
class AbstractModule(ABC):
|
||||||
"""
|
"""
|
||||||
Abstract Module class
|
Abstract Module class
|
||||||
|
@ -41,9 +40,10 @@ class AbstractModule(ABC):
|
||||||
self.redis_logger.port = 6380
|
self.redis_logger.port = 6380
|
||||||
|
|
||||||
# Channel name to publish logs
|
# Channel name to publish logs
|
||||||
|
# # TODO: refactor logging
|
||||||
# If provided could be a namespaced channel like script:<ModuleName>
|
# If provided could be a namespaced channel like script:<ModuleName>
|
||||||
self.redis_logger.channel = logger_channel
|
self.redis_logger.channel = logger_channel
|
||||||
# self.redis_logger.channel = 'script:%s'%(self.module_name)
|
|
||||||
|
|
||||||
# Run module endlessly
|
# Run module endlessly
|
||||||
self.proceed = True
|
self.proceed = True
|
||||||
|
@ -54,6 +54,23 @@ class AbstractModule(ABC):
|
||||||
# Setup the I/O queues
|
# Setup the I/O queues
|
||||||
self.process = Process(self.queue_name)
|
self.process = Process(self.queue_name)
|
||||||
|
|
||||||
|
def get_message(self):
|
||||||
|
"""
|
||||||
|
Get message from the Redis Queue (QueueIn)
|
||||||
|
Input message can change between modules
|
||||||
|
ex: '<item id>'
|
||||||
|
"""
|
||||||
|
return self.process.get_from_set()
|
||||||
|
|
||||||
|
def send_message_to_queue(self, queue_name, message):
|
||||||
|
"""
|
||||||
|
Send message to queue
|
||||||
|
:param queue_name: queue or module name
|
||||||
|
:param message: message to send in queue
|
||||||
|
|
||||||
|
ex: send_to_queue(item_id, 'Global')
|
||||||
|
"""
|
||||||
|
self.process.populate_set_out(message, queue_name)
|
||||||
|
|
||||||
def run(self):
|
def run(self):
|
||||||
"""
|
"""
|
||||||
|
@ -62,8 +79,8 @@ class AbstractModule(ABC):
|
||||||
|
|
||||||
# Endless loop processing messages from the input queue
|
# Endless loop processing messages from the input queue
|
||||||
while self.proceed:
|
while self.proceed:
|
||||||
# Get one message (paste) from the QueueIn (copy of Redis_Global publish)
|
# Get one message (ex:item id) from the Redis Queue (QueueIn)
|
||||||
message = self.process.get_from_set()
|
message = self.get_message()
|
||||||
|
|
||||||
if message:
|
if message:
|
||||||
try:
|
try:
|
||||||
|
|
|
@ -132,6 +132,11 @@ class Correlation(object):
|
||||||
stop = start + nb_elem -1
|
stop = start + nb_elem -1
|
||||||
return r_serv_metadata.zrange(f'{self.correlation_name}_all:{subtype}', start, stop)
|
return r_serv_metadata.zrange(f'{self.correlation_name}_all:{subtype}', start, stop)
|
||||||
|
|
||||||
|
def paginate_list(self, obj_list, nb_elem=50, page=1):
|
||||||
|
start = (page - 1) * nb_elem
|
||||||
|
stop = start + nb_elem
|
||||||
|
return obj_list[start:stop]
|
||||||
|
|
||||||
def get_all_correlation_types(self):
|
def get_all_correlation_types(self):
|
||||||
'''
|
'''
|
||||||
Gel all correlation types
|
Gel all correlation types
|
||||||
|
@ -438,6 +443,9 @@ class Correlation(object):
|
||||||
return True
|
return True
|
||||||
|
|
||||||
######## API EXPOSED ########
|
######## API EXPOSED ########
|
||||||
|
def api_check_objs_type(self, l_types):
|
||||||
|
for obj_type in l_types:
|
||||||
|
if not self.is_valid_obj_subtype(obj_type):
|
||||||
|
return ({"error": f"Invalid Type: {obj_type}"}, 400)
|
||||||
|
|
||||||
######## ########
|
######## ########
|
||||||
|
|
|
@ -25,6 +25,7 @@ import Decoded
|
||||||
import Screenshot
|
import Screenshot
|
||||||
import Username
|
import Username
|
||||||
|
|
||||||
|
from ail_objects import AbstractObject
|
||||||
from item_basic import *
|
from item_basic import *
|
||||||
|
|
||||||
config_loader = ConfigLoader.ConfigLoader()
|
config_loader = ConfigLoader.ConfigLoader()
|
||||||
|
@ -549,7 +550,42 @@ def delete_domain_node(item_id):
|
||||||
for child_id in get_all_domain_node_by_item_id(item_id):
|
for child_id in get_all_domain_node_by_item_id(item_id):
|
||||||
delete_item(child_id)
|
delete_item(child_id)
|
||||||
|
|
||||||
|
|
||||||
|
class Item(AbstractObject):
|
||||||
|
"""
|
||||||
|
AIL Item Object. (strings)
|
||||||
|
"""
|
||||||
|
|
||||||
|
def __init__(self, id):
|
||||||
|
super(Item, self).__init__('item', id)
|
||||||
|
|
||||||
|
def get_date(self, separator=False):
|
||||||
|
"""
|
||||||
|
Returns Item date
|
||||||
|
"""
|
||||||
|
return item_basic.get_item_date(self.id, add_separator=separator)
|
||||||
|
|
||||||
|
def get_source(self):
|
||||||
|
"""
|
||||||
|
Returns Item source/feeder name
|
||||||
|
"""
|
||||||
|
return item_basic.get_source(self.id)
|
||||||
|
|
||||||
|
def get_basename(self):
|
||||||
|
return os.path.basename(self.id)
|
||||||
|
|
||||||
|
def get_content(self):
|
||||||
|
"""
|
||||||
|
Returns Item content
|
||||||
|
"""
|
||||||
|
return item_basic.get_item_content(self.id)
|
||||||
|
|
||||||
# if __name__ == '__main__':
|
# if __name__ == '__main__':
|
||||||
|
#
|
||||||
|
# item = Item('')
|
||||||
|
# res = item.get_date(separator=True)
|
||||||
|
# print(res)
|
||||||
|
|
||||||
# import Domain
|
# import Domain
|
||||||
# domain = Domain.Domain('domain.onion')
|
# domain = Domain.Domain('domain.onion')
|
||||||
# for domain_history in domain.get_domain_history():
|
# for domain_history in domain.get_domain_history():
|
||||||
|
|
|
@ -50,12 +50,18 @@ def is_tags_safe(ltags):
|
||||||
#### Taxonomies - Galaxies ####
|
#### Taxonomies - Galaxies ####
|
||||||
|
|
||||||
def get_taxonomie_from_tag(tag):
|
def get_taxonomie_from_tag(tag):
|
||||||
|
try:
|
||||||
return tag.split(':')[0]
|
return tag.split(':')[0]
|
||||||
|
except IndexError:
|
||||||
|
return None
|
||||||
|
|
||||||
def get_galaxy_from_tag(tag):
|
def get_galaxy_from_tag(tag):
|
||||||
|
try:
|
||||||
galaxy = tag.split(':')[1]
|
galaxy = tag.split(':')[1]
|
||||||
galaxy = galaxy.split('=')[0]
|
galaxy = galaxy.split('=')[0]
|
||||||
return galaxy
|
return galaxy
|
||||||
|
except IndexError:
|
||||||
|
return None
|
||||||
|
|
||||||
def get_active_taxonomies():
|
def get_active_taxonomies():
|
||||||
return r_serv_tags.smembers('active_taxonomies')
|
return r_serv_tags.smembers('active_taxonomies')
|
||||||
|
@ -110,6 +116,8 @@ def is_valid_tags_taxonomies_galaxy(list_tags, list_tags_galaxy):
|
||||||
|
|
||||||
for tag in list_tags:
|
for tag in list_tags:
|
||||||
taxonomie = get_taxonomie_from_tag(tag)
|
taxonomie = get_taxonomie_from_tag(tag)
|
||||||
|
if taxonomie is None:
|
||||||
|
return False
|
||||||
if taxonomie not in active_taxonomies:
|
if taxonomie not in active_taxonomies:
|
||||||
return False
|
return False
|
||||||
if not is_taxonomie_tag_enabled(taxonomie, tag):
|
if not is_taxonomie_tag_enabled(taxonomie, tag):
|
||||||
|
@ -120,6 +128,8 @@ def is_valid_tags_taxonomies_galaxy(list_tags, list_tags_galaxy):
|
||||||
|
|
||||||
for tag in list_tags_galaxy:
|
for tag in list_tags_galaxy:
|
||||||
galaxy = get_galaxy_from_tag(tag)
|
galaxy = get_galaxy_from_tag(tag)
|
||||||
|
if galaxy is None:
|
||||||
|
return False
|
||||||
if galaxy not in active_galaxies:
|
if galaxy not in active_galaxies:
|
||||||
return False
|
return False
|
||||||
if not is_galaxy_tag_enabled(galaxy, tag):
|
if not is_galaxy_tag_enabled(galaxy, tag):
|
||||||
|
|
|
@ -77,6 +77,7 @@ minTopPassList=5
|
||||||
max_execution_time = 90
|
max_execution_time = 90
|
||||||
|
|
||||||
[Onion]
|
[Onion]
|
||||||
|
save_i2p = False
|
||||||
max_execution_time = 180
|
max_execution_time = 180
|
||||||
|
|
||||||
[PgpDump]
|
[PgpDump]
|
||||||
|
|
|
@ -34,14 +34,13 @@ def sanitise_nb_max_nodes(nb_max_nodes):
|
||||||
return nb_max_nodes
|
return nb_max_nodes
|
||||||
|
|
||||||
def get_object_correlation_json(correlation_id, subtype, max_nodes):
|
def get_object_correlation_json(correlation_id, subtype, max_nodes):
|
||||||
max_nodes = sanitise_nb_max_nodes(max_nodes)
|
|
||||||
|
|
||||||
object_type = 'cryptocurrency'
|
object_type = 'cryptocurrency'
|
||||||
max_nodes = sanitise_nb_max_nodes(max_nodes)
|
max_nodes = sanitise_nb_max_nodes(max_nodes)
|
||||||
|
|
||||||
# ALL correlations
|
# ALL correlations
|
||||||
correlation_names = Correlate_object.sanitise_correlation_names('')
|
correlation_names = Correlate_object.sanitise_correlation_names('')
|
||||||
correlation_objects = Correlate_object.sanitise_correlation_objects('')
|
#correlation_objects = Correlate_object.sanitise_correlation_objects('')
|
||||||
|
correlation_objects = ['domain']
|
||||||
|
|
||||||
res = Correlate_object.get_graph_node_object_correlation(object_type, correlation_id, mode, correlation_names,
|
res = Correlate_object.get_graph_node_object_correlation(object_type, correlation_id, mode, correlation_names,
|
||||||
correlation_objects, requested_correl_type=subtype,
|
correlation_objects, requested_correl_type=subtype,
|
||||||
|
@ -51,23 +50,39 @@ def get_object_correlation_json(correlation_id, subtype, max_nodes):
|
||||||
if __name__ == '__main__':
|
if __name__ == '__main__':
|
||||||
|
|
||||||
parser = argparse.ArgumentParser(description='Trigger backgroud update')
|
parser = argparse.ArgumentParser(description='Trigger backgroud update')
|
||||||
parser.add_argument('-t', '--type', help='Cryptocurrency type (bitcoin, bitcoin-cash, etherum, litecoin, monero, dash, zcash)', type=str, dest='type', required=True, default=None)
|
parser.add_argument('-t', '--type', help='Cryptocurrency type (bitcoin, bitcoin-cash, ethereum, litecoin, monero, dash, zcash)', type=str, dest='type', required=True, default=None)
|
||||||
parser.add_argument('-p', '--page',help='page number' , type=int, default=1, dest='page')
|
parser.add_argument('-a', '--address', help='Cryptocurrency addresses', type=str, dest='address', default=None, nargs="*")
|
||||||
parser.add_argument('-n', '--nb',help='number of addresses by page' , type=int, default=50, dest='nb_elem')
|
parser.add_argument('-p', '--page',help='page number, default=1' , type=int, default=1, dest='page')
|
||||||
parser.add_argument('--node' ,help='correlation graph: max number of nodes' , type=int, default=50, dest='max_nodes')
|
parser.add_argument('-n', '--nb',help='number of addresses by page, default=50' , type=int, default=50, dest='nb_elem')
|
||||||
|
parser.add_argument('-fo', '--filter_objects',help='filter correlation by object : domain, paste/item' , type=str, default=[], dest='objects', nargs="*")
|
||||||
|
parser.add_argument('--node' ,help='correlation graph: max number of nodes, default=50' , type=int, default=50, dest='max_nodes')
|
||||||
args = parser.parse_args()
|
args = parser.parse_args()
|
||||||
|
|
||||||
subtype = args.type
|
subtype = args.type
|
||||||
if subtype is None:
|
if subtype is None:
|
||||||
parser.print_help()
|
parser.print_help()
|
||||||
sys.exit(0)
|
sys.exit(0)
|
||||||
|
else:
|
||||||
|
res = Cryptocurrency.cryptocurrency.api_check_objs_type([args.type])
|
||||||
|
if res:
|
||||||
|
print(json.dumps(res[0]))
|
||||||
|
sys.exit(0)
|
||||||
|
|
||||||
page = sanitise_int(args.page, 1)
|
page = sanitise_int(args.page, 1)
|
||||||
nb_elem = sanitise_int(args.nb_elem, 50)
|
nb_elem = sanitise_int(args.nb_elem, 50)
|
||||||
max_nodes = sanitise_int(args.max_nodes, 300)
|
max_nodes = sanitise_int(args.max_nodes, 300)
|
||||||
|
if args.objects:
|
||||||
|
res = Correlate_object.api_check_correlation_objects(args.objects)
|
||||||
|
if res:
|
||||||
|
print(json.dumps(res[0]))
|
||||||
|
sys.exit(0)
|
||||||
|
|
||||||
dict_json = {}
|
dict_json = {}
|
||||||
for address in Cryptocurrency.cryptocurrency.get_all_correlations_by_subtype_pagination(subtype, nb_elem=nb_elem, page=page):
|
if args.address:
|
||||||
|
l_addresse = Cryptocurrency.cryptocurrency.paginate_list(args.address, nb_elem=nb_elem, page=page)
|
||||||
|
else:
|
||||||
|
l_addresse = Cryptocurrency.cryptocurrency.get_all_correlations_by_subtype_pagination(subtype, nb_elem=nb_elem, page=page)
|
||||||
|
for address in l_addresse:
|
||||||
dict_json[address] = get_object_correlation_json(address, subtype, max_nodes)
|
dict_json[address] = get_object_correlation_json(address, subtype, max_nodes)
|
||||||
|
|
||||||
print(json.dumps(dict_json))
|
print(json.dumps(dict_json))
|
||||||
|
|
Loading…
Reference in New Issue