#!/usr/bin/env python3 # -*-coding:UTF-8 -* import os import re import sys import cld3 import html2text from datetime import datetime from pymisp import MISPObject sys.path.append(os.environ['AIL_BIN']) ################################## # Import Project packages ################################## from lib.ail_core import get_ail_uuid from lib.objects.abstract_object import AbstractObject from lib.ConfigLoader import ConfigLoader from lib.objects import UsersAccount from lib.data_retention_engine import update_obj_date, get_obj_date_first # TODO Set all messages ??? from flask import url_for config_loader = ConfigLoader() r_cache = config_loader.get_redis_conn("Redis_Cache") r_object = config_loader.get_db_conn("Kvrocks_Objects") # r_content = config_loader.get_db_conn("Kvrocks_Content") baseurl = config_loader.get_config_str("Notifications", "ail_domain") config_loader = None # TODO SAVE OR EXTRACT MESSAGE SOURCE FOR ICON ????????? # TODO iterate on all objects # TODO also add support for small objects ???? # CAN Message exists without CHAT -> no convert it to object # ID: source:chat_id:message_id ???? # # /!\ handle null chat and message id -> chat = uuid and message = timestamp ??? # ID = /// => telegram without channels # ID = //// # ID = //// # ID = ///// class Message(AbstractObject): """ AIL Message Object. (strings) """ def __init__(self, id): # TODO subtype or use source ???? super(Message, self).__init__('message', id) # message::< telegram/1692189934.380827/ChatID_MessageID > def exists(self): if self.subtype is None: return r_object.exists(f'meta:{self.type}:{self.id}') else: return r_object.exists(f'meta:{self.type}:{self.get_subtype(r_str=True)}:{self.id}') def get_source(self): """ Returns source/feeder name """ l_source = self.id.split('/')[:-2] return os.path.join(*l_source) def get_basename(self): return os.path.basename(self.id) def get_content(self, r_type='str'): # TODO ADD cache # TODO Compress content ??????? """ Returns content """ content = self._get_field('content') if r_type == 'str': return content elif r_type == 'bytes': return content.encode() def get_date(self): timestamp = self.get_timestamp() return datetime.fromtimestamp(float(timestamp)).strftime('%Y%m%d') def get_timestamp(self): dirs = self.id.split('/') return dirs[1] def get_message_id(self): # TODO optimize message_id = self.get_basename().rsplit('/', 1)[1] # if message_id.endswith('.gz'): # message_id = message_id[:-3] return message_id def get_chat_id(self): # TODO optimize -> use me to tag Chat chat_id = self.get_basename().rsplit('_', 1)[0] return chat_id # TODO get Instance ID # TODO get channel ID # TODO get thread ID def get_images(self): images = [] for child in self.get_childrens(): obj_type, _, obj_id = child.split(':', 2) if obj_type == 'image': images.append(obj_id) return images def get_user_account(self, meta=False): user_account = self.get_correlation('user-account') if user_account.get('user-account'): user_account = f'user-account:{user_account["user-account"].pop()}' if meta: _, user_account_subtype, user_account_id = user_account.split(':', 3) user_account = UsersAccount.UserAccount(user_account_id, user_account_subtype).get_meta(options={'username', 'username_meta'}) return user_account # Update value on import # reply to -> parent ? # reply/comment - > children ? # nb views # reactions # nb fowards # room ??? # message from channel ??? # message media def get_translation(self): # TODO support multiple translated languages ????? """ Returns translated content """ return self._get_field('translated') # TODO multiples translation ... -> use set def _set_translation(self, translation): """ Set translated content """ return self._set_field('translated', translation) # translation by hash ??? -> avoid translating multiple time def get_html2text_content(self, content=None, ignore_links=False): if not content: content = self.get_content() h = html2text.HTML2Text() h.ignore_links = ignore_links h.ignore_images = ignore_links return h.handle(content) # def get_ail_2_ail_payload(self): # payload = {'raw': self.get_gzip_content(b64=True)} # return payload def get_link(self, flask_context=False): if flask_context: url = url_for('chats_explorer.objects_message', type=self.type, id=self.id) else: url = f'{baseurl}/objects/message?id={self.id}' return url def get_svg_icon(self): return {'style': 'fas', 'icon': '\uf4ad', 'color': '#4dffff', 'radius': 5} def get_misp_object(self): # TODO obj = MISPObject('instant-message', standalone=True) obj_date = self.get_date() if obj_date: obj.first_seen = obj_date else: self.logger.warning( f'Export error, None seen {self.type}:{self.subtype}:{self.id}, first={obj_date}') # obj_attrs = [obj.add_attribute('first-seen', value=obj_date), # obj.add_attribute('raw-data', value=self.id, data=self.get_raw_content()), # obj.add_attribute('sensor', value=get_ail_uuid())] obj_attrs = [] for obj_attr in obj_attrs: for tag in self.get_tags(): obj_attr.add_tag(tag) return obj # def get_url(self): # return r_object.hget(f'meta:item::{self.id}', 'url') # options: set of optional meta fields def get_meta(self, options=None, timestamp=None): """ :type options: set :type timestamp: float """ if options is None: options = set() meta = self.get_default_meta(tags=True) # timestamp if not timestamp: timestamp = self.get_timestamp() else: timestamp = float(timestamp) timestamp = datetime.fromtimestamp(float(timestamp)) meta['date'] = timestamp.strftime('%Y/%m/%d') meta['hour'] = timestamp.strftime('%H:%M:%S') meta['full_date'] = timestamp.isoformat(' ') meta['source'] = self.get_source() # optional meta fields if 'content' in options: meta['content'] = self.get_content() if 'parent' in options: meta['parent'] = self.get_parent() if meta['parent'] and 'parent_meta' in options: options.remove('parent') parent_type, _, parent_id = meta['parent'].split(':', 3) if parent_type == 'message': message = Message(parent_id) meta['reply_to'] = message.get_meta(options=options) if 'investigations' in options: meta['investigations'] = self.get_investigations() if 'link' in options: meta['link'] = self.get_link(flask_context=True) if 'icon' in options: meta['icon'] = self.get_svg_icon() if 'user-account' in options: meta['user-account'] = self.get_user_account(meta=True) if not meta['user-account']: meta['user-account'] = {'id': 'UNKNOWN'} if 'chat' in options: meta['chat'] = self.get_chat_id() if 'images' in options: meta['images'] = self.get_images() # meta['encoding'] = None return meta def _languages_cleaner(self, content=None): if not content: content = self.get_content() # REMOVE URLS regex = r'\b(?:http://|https://)?(?:[a-zA-Z\d-]{,63}(?:\.[a-zA-Z\d-]{,63})+)(?:\:[0-9]+)*(?:/(?:$|[a-zA-Z0-9\.\,\?\'\\\+&%\$#\=~_\-]+))*\b' url_regex = re.compile(regex) urls = url_regex.findall(content) urls = sorted(urls, key=len, reverse=True) for url in urls: content = content.replace(url, '') # REMOVE PGP Blocks regex_pgp_public_blocs = r'-----BEGIN PGP PUBLIC KEY BLOCK-----[\s\S]+?-----END PGP PUBLIC KEY BLOCK-----' regex_pgp_signature = r'-----BEGIN PGP SIGNATURE-----[\s\S]+?-----END PGP SIGNATURE-----' regex_pgp_message = r'-----BEGIN PGP MESSAGE-----[\s\S]+?-----END PGP MESSAGE-----' re.compile(regex_pgp_public_blocs) re.compile(regex_pgp_signature) re.compile(regex_pgp_message) res = re.findall(regex_pgp_public_blocs, content) for it in res: content = content.replace(it, '') res = re.findall(regex_pgp_signature, content) for it in res: content = content.replace(it, '') res = re.findall(regex_pgp_message, content) for it in res: content = content.replace(it, '') return content def detect_languages(self, min_len=600, num_langs=3, min_proportion=0.2, min_probability=0.7): languages = [] ## CLEAN CONTENT ## content = self.get_html2text_content(ignore_links=True) content = self._languages_cleaner(content=content) # REMOVE USELESS SPACE content = ' '.join(content.split()) # - CLEAN CONTENT - # if len(content) >= min_len: for lang in cld3.get_frequent_languages(content, num_langs=num_langs): if lang.proportion >= min_proportion and lang.probability >= min_probability and lang.is_reliable: languages.append(lang) return languages # def translate(self, content=None): # TODO translation plugin # # TODO get text language # if not content: # content = self.get_content() # translated = argostranslate.translate.translate(content, 'ru', 'en') # # Save translation # self._set_translation(translated) # return translated def create(self, content, translation=None, tags=[]): self._set_field('content', content) # r_content.get(f'content:{self.type}:{self.get_subtype(r_str=True)}:{self.id}', content) if translation: self._set_translation(translation) for tag in tags: self.add_tag(tag) # # WARNING: UNCLEAN DELETE /!\ TEST ONLY /!\ def delete(self): pass def create_obj_id(chat_instance, chat_id, message_id, timestamp, channel_id=None, thread_id=None): timestamp = int(timestamp) if channel_id and thread_id: return f'{chat_instance}/{timestamp}/{chat_id}/{chat_id}/{message_id}' # TODO add thread ID ????? elif channel_id: return f'{chat_instance}/{timestamp}/{channel_id}/{chat_id}/{message_id}' elif thread_id: return f'{chat_instance}/{timestamp}/{chat_id}/{thread_id}/{message_id}' else: return f'{chat_instance}/{timestamp}/{chat_id}/{message_id}' # TODO Check if already exists # def create(source, chat_id, message_id, timestamp, content, tags=[]): def create(obj_id, content, translation=None, tags=[]): message = Message(obj_id) if not message.exists(): message.create(content, translation=translation, tags=tags) return message # TODO Encode translation if __name__ == '__main__': r = 'test' print(r)