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https://github.com/ail-project/ail-framework.git
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Added new module for Duplicate paste. Seems working but has some small bug (re-check same paste twice)
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Mokaddem
parent
0332f23579
commit
14e9850dd6
3 changed files with 184 additions and 4 deletions
180
bin/Duplicate_ssdeep.py
Executable file
180
bin/Duplicate_ssdeep.py
Executable file
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#!/usr/bin/env python2
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# -*-coding:UTF-8 -*
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"""
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The Duplicate module
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====================
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This huge module is, in short term, checking duplicates.
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Requirements:
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-------------
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"""
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import redis
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import os
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import time
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import datetime
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import json
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import ssdeep
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from packages import Paste
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from pubsublogger import publisher
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from pybloomfilter import BloomFilter
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from Helper import Process
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if __name__ == "__main__":
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publisher.port = 6380
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publisher.channel = "Script"
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config_section = 'Duplicates'
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saved_dico_and_reload = 1 #min
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time_1 = time.time()
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flag_reload = True
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flag_to_disk = False
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p = Process(config_section)
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# REDIS #
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# DB OBJECT & HASHS ( DISK )
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# FIXME increase flexibility
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dico_redis = {}
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for year in xrange(2013, datetime.date.today().year+1):
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for month in xrange(0, 16):
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dico_redis[str(year)+str(month).zfill(2)] = redis.StrictRedis(
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host=p.config.get("Redis_Level_DB", "host"), port=year,
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db=month)
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#print("dup: "+str(year)+str(month).zfill(2)+"\n")
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# FUNCTIONS #
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publisher.info("Script duplicate started")
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dicopath = os.path.join(os.environ['AIL_HOME'],
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p.config.get("Directories", "dicofilters"))
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dico_path_set = set()
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while True:
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try:
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hash_dico = {}
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dupl = []
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x = time.time()
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message = p.get_from_set()
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if message is not None:
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path = message
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PST = Paste.Paste(path)
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else:
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publisher.debug("Script Attribute is idling 10s")
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time.sleep(10)
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continue
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PST._set_p_hash_kind("ssdeep")
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# Assignate the correct redis connexion
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r_serv1 = dico_redis[PST.p_date.year + PST.p_date.month]
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# Creating the dicor name: dicoyyyymm
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filedicopath = os.path.join(dicopath, 'dico' + PST.p_date.year +
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PST.p_date.month)
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filedicopath_today = filedicopath
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# Save I/O
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if time.time() - time_1 > saved_dico_and_reload*60:
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flag_to_disk = True
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if os.path.exists(filedicopath):
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if flag_reload == True:
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flag_reload = False
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print 'Reloading'
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time_1 = time.time()
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with open(filedicopath, 'r') as fp:
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today_dico = json.load(fp)
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else:
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time_1 = time.time()
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today_dico = {}
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with open(filedicopath, 'w') as fp:
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json.dump(today_dico, fp)
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# For now, just use monthly dico
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dico_path_set.add(filedicopath)
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# UNIQUE INDEX HASHS TABLE
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yearly_index = str(datetime.date.today().year)+'00'
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r_serv0 = dico_redis[yearly_index]
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r_serv0.incr("current_index")
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index = r_serv0.get("current_index")+str(PST.p_date)
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# HASHTABLES PER MONTH (because of r_serv1 changing db)
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r_serv1.set(index, PST.p_path)
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r_serv1.sadd("INDEX", index)
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# For each dico
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opened_dico = []
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for dico in dico_path_set:
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# Opening dico
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if dico == filedicopath_today:
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opened_dico.append([dico, today_dico])
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with open(dico, 'r') as fp:
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opened_dico.append([dico, json.load(fp)])
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#retrieve hash from paste
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paste_hash = PST._get_p_hash()
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# Adding the hash in Redis
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r_serv1.set(paste_hash, index)
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r_serv1.sadd("HASHS", paste_hash)
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# Go throught the Database of the dico (of the month)
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threshold_dup = 10
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for dico_name, dico in opened_dico:
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for dico_key, dico_hash in dico.items():
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percent = ssdeep.compare(dico_hash, paste_hash)
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if percent > threshold_dup:
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db = dico_name[-6:]
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# Go throught the Database of the bloom filter (month)
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r_serv_dico = dico_redis[db]
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# index of paste
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# FIXME Use r_serv_dico and do not consider only 1 server!!
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index_current = r_serv1.get(dico_hash)
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paste_path = r_serv1.get(index_current)
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if paste_path != None:
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hash_dico[dico_hash] = (paste_path, percent)
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print 'comparing: ' + str(dico_hash[:20]) + ' and ' + str(paste_hash[:20]) + ' percentage: ' + str(percent)
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print ' '+ PST.p_path[44:] +', '+ paste_path[44:]
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##################### Similarity found #######################
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# if there is data in this dictionnary
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if len(hash_dico) != 0:
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for dico_hash, paste_tuple in hash_dico.items():
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paste_path, percent = paste_tuple
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dupl.append((paste_path, percent))
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# Creating the object attribute and save it.
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to_print = 'Duplicate;{};{};{};'.format(
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PST.p_source, PST.p_date, PST.p_name)
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if dupl != []:
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PST.__setattr__("p_duplicate", dupl)
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PST.save_attribute_redis("p_duplicate", dupl)
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publisher.info('{}Detected {}'.format(to_print, len(dupl)))
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print '{}Detected {}'.format(to_print, len(dupl))
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y = time.time()
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publisher.debug('{}Processed in {} sec'.format(to_print, y-x))
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# Adding the hash in the dico of the month
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today_dico[index] = paste_hash
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if flag_to_disk:
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flag_to_disk = False
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flag_reload = True
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with open(filedicopath, 'w') as fp:
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json.dump(today_dico, fp)
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except IOError:
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to_print = 'Duplicate;{};{};{};'.format(
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PST.p_source, PST.p_date, PST.p_name)
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print "CRC Checksum Failed on :", PST.p_path
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publisher.error('{}CRC Checksum Failed'.format(to_print))
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@ -105,7 +105,7 @@ function launching_scripts {
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screen -S "Script" -X screen -t "Global" bash -c './Global.py; read x'
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sleep 0.1
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screen -S "Script" -X screen -t "Duplicate" bash -c './Duplicate.py; read x'
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screen -S "Script" -X screen -t "Duplicate" bash -c './Duplicate_ssdeep.py; read x'
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sleep 0.1
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screen -S "Script" -X screen -t "Attribute" bash -c './Attribute.py; read x'
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sleep 0.1
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@ -1,7 +1,7 @@
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import hashlib
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import crcmod
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import mmh3
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import simhash
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import ssdeep
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class Hash(object):
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@ -33,7 +33,7 @@ class Hash(object):
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elif self.name == "murmur":
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hash = mmh3.hash(string)
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elif self.name == "simhash":
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hash = Simhash(string)
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elif self.name == "ssdeep":
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hash = ssdeep.hash(string)
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return hash
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