#!/usr/bin/env python3 # -*-coding:UTF-8 -* import base64 import gzip import os import re import sys import redis import cld3 import html2text from io import BytesIO from pymisp import MISPObject sys.path.append(os.environ['AIL_BIN']) ################################## # Import Project packages ################################## from export.Export import get_ail_uuid # # TODO: REPLACE from lib.objects.abstract_object import AbstractObject from lib.ConfigLoader import ConfigLoader from lib import item_basic from lib import Tag from flask import url_for config_loader = ConfigLoader() # # TODO: get and sanityze ITEMS DIRECTORY ITEMS_FOLDER = os.path.join(os.environ['AIL_HOME'], config_loader.get_config_str("Directories", "pastes")) + '/' ITEMS_FOLDER = os.path.join(os.path.realpath(ITEMS_FOLDER), '') r_cache = config_loader.get_redis_conn("Redis_Cache") r_serv_metadata = config_loader.get_redis_conn("ARDB_Metadata") screenshot_directory = config_loader.get_files_directory('screenshot') har_directory = config_loader.get_files_directory('har') baseurl = config_loader.get_config_str("Notifications", "ail_domain") config_loader = None ################################################################################ ################################################################################ ################################################################################ class Item(AbstractObject): """ AIL Item Object. (strings) """ def __init__(self, id): super(Item, self).__init__('item', id) def exists(self): return os.path.isfile(self.get_filename()) 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 self.id.split('/')[-5] l_source = self.id.split('/')[:-4] return os.path.join(*l_source) def get_basename(self): return os.path.basename(self.id) def get_filename(self): # Creating the full filepath filename = os.path.join(ITEMS_FOLDER, self.id) filename = os.path.realpath(filename) # incorrect filename if not os.path.commonprefix([filename, ITEMS_FOLDER]) == ITEMS_FOLDER: return None else: return filename def get_content(self, binary=False): """ Returns Item content """ if binary: return item_basic.get_item_content_binary(self.id) else: return item_basic.get_item_content(self.id) def get_raw_content(self): filepath = self.get_filename() with open(filepath, 'rb') as f: raw_content = BytesIO(f.read()) return raw_content def get_gzip_content(self, b64=False): with open(self.get_filename(), 'rb') as f: content = f.read() if b64: content = base64.b64encode(content) return content.decode() 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_size(self, str=False): size = os.path.getsize(self.get_filename())/1024.0 if str: size = round(size, 2) return size def get_ail_2_ail_payload(self): payload = {'raw': self.get_gzip_content(b64=True)} return payload def set_father(self, father_id): # UPDATE KEYS ????????????????????????????? r_serv_metadata.sadd(f'paste_children:{father_id}', self.id) r_serv_metadata.hset(f'paste_metadata:{self.id}', 'father', father_id) #f'obj:children:{obj_type}:{subtype}:{id}, {obj_type}:{subtype}:{id} #f'obj:metadata:{obj_type}:{subtype}:{id}', 'father', fathe # => ON Object LEVEL ????????? def sanitize_id(self): pass # # TODO: sanitize_id # # TODO: check if already exists ? # # TODO: check if duplicate def save_on_disk(self, content, binary=True, compressed=False, base64=False): if not binary: content = content.encode() if base64: content = base64.standard_b64decode(content) if not compressed: content = gzip.compress(content) # # TODO: # FIXME: raise Exception id filename is None ###### filename = self.get_filename() dirname = os.path.dirname(filename) if not os.path.exists(dirname): os.makedirs(dirname) with open(filename, 'wb') as f: f.write(content) # # TODO: correlations # # content # tags # origin # duplicate -> all item iterations ??? # def create(self, content, tags, father=None, duplicates=[], _save=True): if _save: self.save_on_disk(content, binary=True, compressed=False, base64=False) # # TODO: # for tag in tags: # self.add_tag(tag) if father: pass for obj_id in duplicates: for dup in duplicates[obj_id]: self.add_duplicate(obj_id, dup['algo'], dup['similarity']) # # WARNING: UNCLEAN DELETE /!\ TEST ONLY /!\ # TODO: DELETE ITEM CORRELATION + TAGS + METADATA + ... def delete(self): self._delete() try: os.remove(self.get_filename()) return True except FileNotFoundError: return False def get_link(self, flask_context=False): if flask_context: url = url_for('objects_item.showItem', id=self.id) else: url = f'{baseurl}/object/item?id={self.id}' return url def get_svg_icon(self): if is_crawled(self.id): color = 'red' else: color = '#332288' return {'style': '', 'icon': '', 'color': color, 'radius':5} def get_misp_object(self): obj_date = self.get_date() obj = MISPObject('ail-leak', standalone=True) obj.first_seen = obj_date obj_attrs = [] obj_attrs.append( obj.add_attribute('first-seen', value=obj_date) ) obj_attrs.append( obj.add_attribute('raw-data', value=self.id, data=self.get_raw_content()) ) obj_attrs.append( obj.add_attribute('sensor', value=get_ail_uuid()) ) for obj_attr in obj_attrs: for tag in self.get_tags(): obj_attr.add_tag(tag) return obj def exist_correlation(self): pass def is_crawled(self): return self.id.startswith('crawled') # if is_crawled def get_domain(self): return self.id[19:-36] def get_screenshot(self): s = r_serv_metadata.hget(f'paste_metadata:{self.id}', 'screenshot') if s: return os.path.join(s[0:2], s[2:4], s[4:6], s[6:8], s[8:10], s[10:12], s[12:]) def get_har(self): har_path = os.path.join(har_directory, self.id) + '.json' if os.path.isfile(har_path): return har_path else: return None def get_url(self): return r_serv_metadata.hget(f'paste_metadata:{self.id}', 'real_link') # options: set of optional meta fields def get_meta(self, options=set()): meta = {} meta['id'] = self.id meta['date'] = self.get_date(separator=True) ############################ # TODO: meta['source'] = self.get_source() meta['tags'] = self.get_tags(r_list=True) # optional meta fields if 'content' in options: meta['content'] = self.get_content() if 'crawler' in options: if self.is_crawled(): tags = meta.get('tags') meta['crawler'] = self.get_meta_crawler(tags=tags) if 'duplicates' in options: meta['duplicates'] = self.get_duplicates() if 'lines' in options: content = meta.get('content') meta['lines'] = self.get_meta_lines(content=content) if 'size' in options: meta['size'] = self.get_size(str=True) # # TODO: ADD GET FATHER # meta['encoding'] = None return meta def get_meta_crawler(self, tags=[]): crawler = {} if self.is_crawled(): crawler['domain'] = self.get_domain() crawler['har'] = self.get_har() crawler['screenshot'] = self.get_screenshot() crawler['url'] = self.get_url() if not tags: tags = self.get_tags() crawler['is_tags_safe'] = Tag.is_tags_safe(tags) return crawler def get_meta_lines(self, content=None): if not content: content = self.get_content() max_length = 0 line_id = 0 nb_line = 0 for line in content.splitlines(): length = len(line) if length > max_length: max_length = length nb_line += 1 return {'nb': nb_line, 'max_length': max_length} def get_languages(self, min_len=600, num_langs=3, min_proportion=0.2, min_probability=0.7): all_languages = [] ## CLEAN CONTENT ## content = self.get_html2text_content(ignore_links=True) content = remove_all_urls_from_content(self.id, item_content=content) ########################################## # REMOVE USELESS SPACE content = ' '.join(content.split()) #- CLEAN CONTENT -# #print(content) #print(len(content)) if len(content) >= min_len: # # TODO: # FIXME: check num langs limit 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: all_languages.append(lang) return all_languages ############################################################################ ############################################################################ def _get_dir_source_name(dir, source_name=None, l_sources_name=set(), filter_dir=False): if not l_sources_name: l_sources_name = set() if source_name: l_dir = os.listdir(os.path.join(dir, source_name)) else: l_dir = os.listdir(dir) # empty directory if not l_dir: return l_sources_name.add(source_name) else: for src_name in l_dir: if len(src_name) == 4: #try: int(src_name) to_add = os.path.join(source_name) # filter sources, remove first directory if filter_dir: to_add = to_add.replace('archive/', '').replace('alerts/', '') l_sources_name.add(to_add) return l_sources_name #except: # pass if source_name: src_name = os.path.join(source_name, src_name) l_sources_name = _get_dir_source_name(dir, source_name=src_name, l_sources_name=l_sources_name, filter_dir=filter_dir) return l_sources_name def get_items_sources(filter_dir=False, r_list=False): res = _get_dir_source_name(ITEMS_FOLDER, filter_dir=filter_dir) if res: if r_list: res = list(res) return res else: return [] def get_items_by_source(source): l_items = [] dir_item = os.path.join(os.environ['AIL_HOME'], ITEMS_FOLDER, source) for root, dirs, files in os.walk(dir_item): for file in files: item_id = os.path.join(root, file).replace(ITEMS_FOLDER, '', 1) l_items.append(item_id) return l_items ################################################################################ ################################################################################ ################################################################################ def exist_item(item_id): return item_basic.exist_item(item_id) def get_basename(item_id): return os.path.basename(item_id) def get_item_id(full_path): return full_path.replace(ITEMS_FOLDER, '', 1) def get_item_filepath(item_id): return item_basic.get_item_filepath(item_id) def get_item_date(item_id, add_separator=False): return item_basic.get_item_date(item_id, add_separator=add_separator) def get_source(item_id): return item_basic.get_source(item_id) def get_all_sources(): return item_basic.get_all_items_sources(r_list=True) def get_item_basename(item_id): return os.path.basename(item_id) def get_item_size(item_id): return round(os.path.getsize(os.path.join(ITEMS_FOLDER, item_id))/1024.0, 2) def get_item_encoding(item_id): return None def get_lines_info(item_id, item_content=None): if not item_content: item_content = get_item_content(item_id) max_length = 0 line_id = 0 nb_line = 0 for line in item_content.splitlines(): length = len(line) if length > max_length: max_length = length nb_line += 1 return {'nb': nb_line, 'max_length': max_length} def get_item_metadata(item_id, item_content=None): ## TODO: FIXME ##performance # encoding # language # lines info item_metadata = {'date': get_item_date(item_id, add_separator=True), 'source': get_source(item_id), 'size': get_item_size(item_id), 'encoding': get_item_encoding(item_id), 'lines': get_lines_info(item_id, item_content=item_content) } return item_metadata def get_item_parent(item_id): return item_basic.get_item_parent(item_id) def add_item_parent(item_parent, item_id): return item_basic.add_item_parent(item_parent, item_id) def get_item_content(item_id): return item_basic.get_item_content(item_id) def get_item_content_html2text(item_id, item_content=None, ignore_links=False): if not item_content: item_content = get_item_content(item_id) h = html2text.HTML2Text() h.ignore_links = ignore_links h.ignore_images = ignore_links return h.handle(item_content) def remove_all_urls_from_content(item_id, item_content=None): if not item_content: item_content = get_item_content(item_id) 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(item_content) urls = sorted(urls, key=len, reverse=True) for url in urls: item_content = item_content.replace(url, '') 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, item_content) for it in res: item_content = item_content.replace(it, '') res = re.findall(regex_pgp_signature, item_content) for it in res: item_content = item_content.replace(it, '') res = re.findall(regex_pgp_message, item_content) for it in res: item_content = item_content.replace(it, '') return item_content def get_item_languages(item_id, min_len=600, num_langs=3, min_proportion=0.2, min_probability=0.7): all_languages = [] ## CLEAN CONTENT ## content = get_item_content_html2text(item_id, ignore_links=True) content = remove_all_urls_from_content(item_id, item_content=content) # REMOVE USELESS SPACE content = ' '.join(content.split()) #- CLEAN CONTENT -# #print(content) #print(len(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: all_languages.append(lang) return all_languages # API def get_item(request_dict): if not request_dict: return {'status': 'error', 'reason': 'Malformed JSON'}, 400 item_id = request_dict.get('id', None) if not item_id: return {'status': 'error', 'reason': 'Mandatory parameter(s) not provided'}, 400 if not exist_item(item_id): return {'status': 'error', 'reason': 'Item not found'}, 404 dict_item = {} dict_item['id'] = item_id date = request_dict.get('date', True) if date: add_separator = False if request_dict.get('date_separator', False): add_separator = True dict_item['date'] = get_item_date(item_id, add_separator=add_separator) tags = request_dict.get('tags', True) if tags: dict_item['tags'] = Tag.get_object_tags('item', item_id) size = request_dict.get('size', False) if size: dict_item['size'] = get_item_size(item_id) content = request_dict.get('content', False) if content: # UTF-8 outpout, # TODO: use base64 dict_item['content'] = get_item_content(item_id) raw_content = request_dict.get('raw_content', False) if raw_content: dict_item['raw_content'] = get_raw_content(item_id) lines_info = request_dict.get('lines', False) if lines_info: dict_item['lines'] = get_lines_info(item_id, dict_item.get('content', 'None')) if request_dict.get('pgp'): dict_item['pgp'] = {} if request_dict['pgp'].get('key'): dict_item['pgp']['key'] = get_item_pgp_key(item_id) if request_dict['pgp'].get('mail'): dict_item['pgp']['mail'] = get_item_pgp_mail(item_id) if request_dict['pgp'].get('name'): dict_item['pgp']['name'] = get_item_pgp_name(item_id) if request_dict.get('cryptocurrency'): dict_item['cryptocurrency'] = {} if request_dict['cryptocurrency'].get('bitcoin'): dict_item['cryptocurrency']['bitcoin'] = get_item_bitcoin(item_id) return dict_item, 200 def api_get_item_content_base64_utf8(request_dict): item_id = request_dict.get('id', None) if not request_dict: return {'status': 'error', 'reason': 'Malformed JSON'}, 400 if not item_id: return {'status': 'error', 'reason': 'Mandatory parameter(s) not provided'}, 400 if not exist_item(item_id): return {'status': 'error', 'reason': 'Item not found'}, 404 item_content = get_item_content(item_id) item_content = base64.b64encode((item_content.encode('utf-8'))).decode('UTF-8') return {'status': 'success', 'content': item_content}, 200 def api_get_items_sources(): item_content = {'sources': get_all_sources()} return item_content, 200 # def check_item_source(request_dict): # source = request_dict.get('source', None) # if not request_dict: # return {'status': 'error', 'reason': 'Malformed JSON'}, 400 # if not source: # return {'status': 'error', 'reason': 'Mandatory parameter(s) not provided'}, 400 # # all_sources = item_basic.get_all_items_sources() # # if source not in all_sources: # return {'status': 'error', 'reason': 'Invalid source', 'provide': source}, 400 # return {'status': 'success', 'reason': 'Valid source', 'provide': source}, 200 ### ### GET Internal Module DESC ### def get_item_list_desc(list_item_id): desc_list = [] for item_id in list_item_id: desc_list.append( {'id': item_id, 'date': get_item_date(item_id), 'tags': Tag.get_object_tags('item', item_id)} ) return desc_list def is_crawled(item_id): return item_basic.is_crawled(item_id) def get_crawler_matadata(item_id, tags=None): dict_crawler = {} if is_crawled(item_id): dict_crawler['domain'] = get_item_domain(item_id) if not ltags: ltags = Tag.get_object_tags('item', item_id) dict_crawler['is_tags_safe'] = Tag.is_tags_safe(ltags) dict_crawler['url'] = get_item_link(item_id) dict_crawler['screenshot'] = get_item_screenshot(item_id) dict_crawler['har'] = get_item_har_name(item_id) return dict_crawler def is_onion(item_id): is_onion = False if len(is_onion) > 62: if is_crawled(item_id) and item_id[-42:-36] == '.onion': is_onion = True return is_onion def is_item_in_domain(domain, item_id): is_in_domain = False domain_lenght = len(domain) if len(item_id) > (domain_lenght+48): if item_id[-36-domain_lenght:-36] == domain: is_in_domain = True return is_in_domain def get_item_domain(item_id): return item_basic.get_item_domain(item_id) def get_domain(item_id): item_id = item_id.split('/') item_id = item_id[-1] return item_id[:-36] def get_item_domain_with_port(item_id): return r_serv_metadata.hget('paste_metadata:{}'.format(item_id), 'domain') def get_item_link(item_id): return r_serv_metadata.hget('paste_metadata:{}'.format(item_id), 'real_link') def get_item_screenshot(item_id): screenshot = r_serv_metadata.hget('paste_metadata:{}'.format(item_id), 'screenshot') if screenshot: return os.path.join(screenshot[0:2], screenshot[2:4], screenshot[4:6], screenshot[6:8], screenshot[8:10], screenshot[10:12], screenshot[12:]) return '' def get_item_har_name(item_id): har_path = os.path.join(har_directory, item_id) + '.json' if os.path.isfile(har_path): return har_path else: return None def get_item_har(har_path): pass def get_item_filename(item_id): # Creating the full filepath filename = os.path.join(ITEMS_FOLDER, item_id) filename = os.path.realpath(filename) # incorrect filename if not os.path.commonprefix([filename, ITEMS_FOLDER]) == ITEMS_FOLDER: return None else: return filename def get_item_duplicate(item_id, r_list=True): res = r_serv_metadata.smembers('dup:{}'.format(item_id)) if r_list: if res: return list(res) else: return [] return res def get_item_nb_duplicates(item_id): return r_serv_metadata.scard('dup:{}'.format(item_id)) def get_item_duplicates_dict(item_id): dict_duplicates = {} for duplicate in get_item_duplicate(item_id): duplicate = duplicate[1:-1].replace('\'', '').replace(' ', '').split(',') duplicate_id = duplicate[1] if not duplicate_id in dict_duplicates: dict_duplicates[duplicate_id] = {'date': get_item_date(duplicate_id, add_separator=True), 'algo': {}} algo = duplicate[0] if algo == 'tlsh': similarity = 100 - int(duplicate[2]) else: similarity = int(duplicate[2]) dict_duplicates[duplicate_id]['algo'][algo] = similarity return dict_duplicates def add_item_duplicate(item_id, l_dup): for item_dup in l_dup: r_serv_metadata.sadd('dup:{}'.format(item_dup), item_id) r_serv_metadata.sadd('dup:{}'.format(item_id), item_dup) def delete_item_duplicate(item_id): item_dup = get_item_duplicate(item_id) for item_dup in get_item_duplicate(item_id): r_serv_metadata.srem('dup:{}'.format(item_dup), item_id) r_serv_metadata.delete('dup:{}'.format(item_id)) def get_raw_content(item_id): filepath = get_item_filepath(item_id) with open(filepath, 'rb') as f: file_content = BytesIO(f.read()) return file_content def save_raw_content(item_id, io_content): filepath = get_item_filename(item_id) if os.path.isfile(filepath): #print('File already exist') return False # create subdir dirname = os.path.dirname(filepath) if not os.path.exists(dirname): os.makedirs(dirname) # # TODO: check if is IO file with open(filepath, 'wb') as f: f.write(io_content.getvalue()) return True # IDEA: send item to duplicate ? def create_item(obj_id, obj_metadata, io_content): ''' Create a new Item (Import or Test only). :param obj_id: item id :type obj_metadata: dict - 'first_seen', 'tags' :return: is item created :rtype: boolean ''' # check if datetime match ?? # # TODO: validate obj_id res = save_raw_content(obj_id, io_content) # item saved if res: # creata tags if 'tags' in obj_metadata: # # TODO: handle mixed tags: taxonomies and Galaxies Tag.api_add_obj_tags(tags=obj_metadata['tags'], object_id=obj_id, object_type="item") return True # Item not created return False # # TODO: def delete_item(obj_id): pass # # check if item exists # if not exist_item(obj_id): # return False # else: # delete_item_duplicate(obj_id) # # delete MISP event # r_serv_metadata.delete('misp_events:{}'.format(obj_id)) # r_serv_metadata.delete('hive_cases:{}'.format(obj_id)) # # os.remove(get_item_filename(obj_id)) # # # get all correlation # obj_correlations = get_item_all_correlation(obj_id) # for correlation in obj_correlations: # if correlation=='cryptocurrency' or correlation=='pgp': # for obj2_subtype in obj_correlations[correlation]: # for obj2_id in obj_correlations[correlation][obj2_subtype]: # Correlate_object.delete_obj_relationship(correlation, obj2_id, 'item', obj_id, # obj1_subtype=obj2_subtype) # else: # for obj2_id in obj_correlations[correlation]: # Correlate_object.delete_obj_relationship(correlation, obj2_id, 'item', obj_id) # # # delete father/child # delete_node(obj_id) # # # delete item metadata # r_serv_metadata.delete('paste_metadata:{}'.format(obj_id)) # # return True # # ### TODO in inport V2 # # delete from tracked items # # # # # TODO: # FIXME: LATER # # delete from queue # ### # return False #### #### # def delete_node(item_id): # if is_node(item_id): # if is_crawled(item_id): # delete_domain_node(item_id) # item_basic._delete_node(item_id) # # def delete_domain_node(item_id): # if is_domain_root(item_id): # # remove from domain history # domain, port = get_item_domain_with_port(item_id).split(':') # domain_basic.delete_domain_item_core(item_id, domain, port) # for child_id in get_all_domain_node_by_item_id(item_id): # delete_item(child_id) if __name__ == '__main__': content = 'test file content' duplicates = {'tests/2020/01/02/test.gz': [{'algo':'ssdeep', 'similarity':75}, {'algo':'tlsh', 'similarity':45}]} item = Item('tests/2020/01/02/test_save.gz') item.create(content, _save=False)