Merge branch 'ail-project:dev' into dev

bin/LAUNCH.sh

@@ -607,7 +607,7 @@ function launch_all {
 
 function menu_display {
 
-  options=("Redis" "Ardb" "Kvrocks" "Logs" "Scripts" "Flask" "Killall" "Update" "Update-config" "Update-thirdparty")
+  options=("Redis" "Kvrocks" "Logs" "Scripts" "Flask" "Killall" "Update" "Update-config" "Update-thirdparty")
 
   menu() {
       echo "What do you want to Launch?:"
@@ -635,9 +635,6 @@ function menu_display {
               Redis)
                   launch_redis;
                   ;;
-              Ardb)
-                  launch_ardb;
-                  ;;
               Kvrocks)
                   launch_kvrocks;
                   ;;

bin/core/D4_client.py

@@ -34,16 +34,20 @@ class D4Client(AbstractModule):
 
         self.d4_client = d4.create_d4_client()
         self.last_refresh = time.time()
+        self.last_config_check = time.time()
 
         # Send module state to logs
         self.logger.info(f'Module {self.module_name} initialized')
 
     def compute(self, dns_record):
         # Refresh D4 Client
+        if self.last_config_check < int(time.time()) - 30:
+            print('refresh rrrr')
             if self.last_refresh < d4.get_config_last_update_time():
                 self.d4_client = d4.create_d4_client()
                 self.last_refresh = time.time()
                 print('D4 Client: config updated')
+            self.last_config_check = time.time()
 
         if self.d4_client:
             # Send DNS Record to D4Server

bin/crawlers/Crawler.py

@@ -142,10 +142,17 @@ class Crawler(AbstractModule):
                     return capture
                 elif status == crawlers.CaptureStatus.UNKNOWN:
                     capture_start = capture.get_start_time(r_str=False)
+                    if capture_start == 0:
+                        task = capture.get_task()
+                        task.delete()
+                        capture.delete()
+                        self.logger.warning(f'capture UNKNOWN ERROR STATE, {task.uuid} Removed from queue')
+                        return None
                     if int(time.time()) - capture_start > 600:  # TODO ADD in new crawler config
                         task = capture.get_task()
                         task.reset()
                         capture.delete()
+                        self.logger.warning(f'capture UNKNOWN Timeout, {task.uuid} Send back in queue')
                     else:
                         capture.update(status)
                 else:
@@ -154,7 +161,7 @@ class Crawler(AbstractModule):
 
             except ConnectionError:
                 print(capture.uuid)
-                capture.update(self, -1)
+                capture.update(-1)
                 self.refresh_lacus_status()
 
         time.sleep(self.pending_seconds)

bin/exporter/MISPExporter.py

@@ -319,10 +319,6 @@ class MISPExporterAutoDaily(MISPExporter):
     def __init__(self, url='', key='', ssl=False):
         super().__init__(url=url, key=key, ssl=ssl)
 
-        # create event if don't exists
-        try:
-            self.event_id = self.get_daily_event_id()
-        except MISPConnectionError:
         self.event_id = - 1
         self.date = datetime.date.today()
 
@@ -345,6 +341,7 @@ class MISPExporterAutoDaily(MISPExporter):
                 self.add_event_object(self.event_id, obj)
 
         except MISPConnectionError:
+            self.event_id = - 1
             return -1
 
 

bin/importer/FeederImporter.py

@@ -100,6 +100,7 @@ class FeederImporter(AbstractImporter):
         else:
             objs = set()
 
+        if data_obj:
             objs.add(data_obj)
 
         for obj in objs:
@@ -107,7 +108,7 @@ class FeederImporter(AbstractImporter):
                 gzip64_content = feeder.get_gzip64_content()
                 return obj, f'{feeder_name} {gzip64_content}'
             else:  # Messages save on DB
-                if obj.exists():
+                if obj.exists() and obj.type != 'chat':
                     return obj, f'{feeder_name}'
 
 
@@ -136,4 +137,5 @@ class FeederModuleImporter(AbstractModule):
 # Launch Importer
 if __name__ == '__main__':
     module = FeederModuleImporter()
+    # module.debug = True
     module.run()

bin/importer/feeders/abstract_chats_feeder.py

@@ -93,7 +93,10 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
         return self.json_data['meta'].get('reactions', [])
 
     def get_message_timestamp(self):
-        return self.json_data['meta']['date']['timestamp']  # TODO CREATE DEFAULT TIMESTAMP
+        if not self.json_data['meta'].get('date'):
+            return None
+        else:
+            return self.json_data['meta']['date']['timestamp']
         # if self.json_data['meta'].get('date'):
         #     date = datetime.datetime.fromtimestamp( self.json_data['meta']['date']['timestamp'])
         #     date = date.strftime('%Y/%m/%d')
@@ -115,17 +118,29 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
     def get_message_reply_id(self):
         return self.json_data['meta'].get('reply_to', {}).get('message_id')
 
+    def get_message_forward(self):
+        return self.json_data['meta'].get('forward')
+
     def get_message_content(self):
         decoded = base64.standard_b64decode(self.json_data['data'])
         return _gunzip_bytes_obj(decoded)
 
-    def get_obj(self):  # TODO handle others objects -> images, pdf, ...
+    def get_obj(self):
         #### TIMESTAMP ####
         timestamp = self.get_message_timestamp()
 
         #### Create Object ID ####
         chat_id = self.get_chat_id()
+        try:
             message_id = self.get_message_id()
+        except KeyError:
+            if chat_id:
+                self.obj = Chat(chat_id, self.get_chat_instance_uuid())
+                return self.obj
+            else:
+                self.obj = None
+                return None
+
         thread_id = self.get_thread_id()
         # channel id
         # thread id
@@ -236,7 +251,10 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
         #   # ADD NEW MESSAGE REF (used by discord)
 
     def process_sender(self, new_objs, obj, date, timestamp):
-        meta = self.json_data['meta']['sender']
+        meta = self.json_data['meta'].get('sender')
+        if not meta:
+            return None
+
         user_account = UsersAccount.UserAccount(meta['id'], self.get_chat_instance_uuid())
 
         # date stat + correlation
@@ -286,8 +304,6 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
         # REPLY
         reply_id = self.get_message_reply_id()
 
-        # TODO Translation
-
         print(self.obj.type)
 
         # TODO FILES + FILES REF
@@ -295,7 +311,7 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
         # get object by meta object type
         if self.obj.type == 'message':
             # Content
-            obj = Messages.create(self.obj.id, self.get_message_content())  # TODO translation
+            obj = Messages.create(self.obj.id, self.get_message_content())
 
             # FILENAME
             media_name = self.get_media_name()
@@ -305,7 +321,8 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
 
             for reaction in self.get_reactions():
                 obj.add_reaction(reaction['reaction'], int(reaction['count']))
-
+        elif self.obj.type == 'chat':
+            pass
         else:
             chat_id = self.get_chat_id()
             thread_id = self.get_thread_id()
@@ -341,9 +358,26 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
             # CHAT
             chat_objs = self.process_chat(new_objs, obj, date, timestamp, reply_id=reply_id)
 
+            # Message forward
+            # if self.get_json_meta().get('forward'):
+            #     forward_from = self.get_message_forward()
+            #     print('-----------------------------------------------------------')
+            #     print(forward_from)
+            #     if forward_from:
+            #         forward_from_type = forward_from['from']['type']
+            #         if forward_from_type == 'channel' or forward_from_type == 'chat':
+            #             chat_forward_id = forward_from['from']['id']
+            #             chat_forward = Chat(chat_forward_id, self.get_chat_instance_uuid())
+            #             if chat_forward.exists():
+            #                 for chat_obj in chat_objs:
+            #                     if chat_obj.type == 'chat':
+            #                         chat_forward.add_relationship(chat_obj.get_global_id(), 'forward')
+            #                         # chat_forward.add_relationship(obj.get_global_id(), 'forward')
+
             # SENDER # TODO HANDLE NULL SENDER
             user_account = self.process_sender(new_objs, obj, date, timestamp)
 
+            if user_account:
             # UserAccount---ChatObjects
                 for obj_chat in chat_objs:
                     user_account.add_correlation(obj_chat.type, obj_chat.get_subtype(r_str=True), obj_chat.id)

bin/lib/Language.py

@@ -16,6 +16,7 @@ sys.path.append(os.environ['AIL_BIN'])
 from lib.ConfigLoader import ConfigLoader
 
 config_loader = ConfigLoader()
+r_cache = config_loader.get_redis_conn("Redis_Cache")
 TRANSLATOR_URL = config_loader.get_config_str('Translation', 'libretranslate')
 config_loader = None
 
@@ -298,6 +299,25 @@ def _clean_text_to_translate(content, html=False, keys_blocks=True):
             content = content.replace(it, '')
     return content
 
+#### AIL Objects ####
+
+def get_obj_translation(obj_global_id, content, field='', source=None, target='en'):
+    """
+    Returns translated content
+    """
+    translation = r_cache.get(f'translation:{target}:{obj_global_id}:{field}')
+    if translation:
+        # DEBUG
+        # print('cache')
+        # r_cache.expire(f'translation:{target}:{obj_global_id}:{field}', 0)
+        return translation
+    translation = LanguageTranslator().translate(content, source=source, target=target)
+    if translation:
+        r_cache.set(f'translation:{target}:{obj_global_id}:{field}', translation)
+        r_cache.expire(f'translation:{target}:{obj_global_id}:{field}', 300)
+    return translation
+
+## --AIL Objects-- ##
 
 class LanguagesDetector:
 
@@ -388,7 +408,7 @@ class LanguageTranslator:
         return language
 
     def translate(self, content, source=None, target="en"):  # TODO source target
-        if target not in LIST_LANGUAGES:
+        if target not in get_translation_languages():
             return None
         translation = None
         if content:

bin/lib/chats_viewer.py

@@ -178,7 +178,7 @@ class ChatServiceInstance:
         if 'chats' in options:
             meta['chats'] = []
             for chat_id in self.get_chats():
-                meta['chats'].append(Chats.Chat(chat_id, self.uuid).get_meta({'created_at', 'icon', 'nb_subchannels'}))
+                meta['chats'].append(Chats.Chat(chat_id, self.uuid).get_meta({'created_at', 'icon', 'nb_subchannels', 'nb_messages'}))
         return meta
 
     def get_nb_chats(self):
@@ -280,7 +280,6 @@ def create_chat_service_instance(protocol, network=None, address=None):
 #######################################################################################
 
 def get_obj_chat(chat_type, chat_subtype, chat_id):
-    print(chat_type, chat_subtype, chat_id)
     if chat_type == 'chat':
         return Chats.Chat(chat_id, chat_subtype)
     elif chat_type == 'chat-subchannel':
@@ -300,12 +299,12 @@ def get_obj_chat_meta(obj_chat, new_options=set()):
         options.add(option)
     return obj_chat.get_meta(options=options)
 
-def get_subchannels_meta_from_global_id(subchannels):
+def get_subchannels_meta_from_global_id(subchannels, translation_target=None):
     meta = []
     for sub in subchannels:
         _, instance_uuid, sub_id = sub.split(':', 2)
         subchannel = ChatSubChannels.ChatSubChannel(sub_id, instance_uuid)
-        meta.append(subchannel.get_meta({'nb_messages'}))
+        meta.append(subchannel.get_meta({'nb_messages', 'created_at', 'icon', 'translation'}, translation_target=translation_target))
     return meta
 
 def get_chat_meta_from_global_id(chat_global_id):
@@ -336,13 +335,13 @@ def api_get_chat(chat_id, chat_instance_uuid, translation_target=None, nb=-1, pa
     chat = Chats.Chat(chat_id, chat_instance_uuid)
     if not chat.exists():
         return {"status": "error", "reason": "Unknown chat"}, 404
-    meta = chat.get_meta({'created_at', 'icon', 'info', 'nb_participants', 'subchannels', 'threads', 'username'})
+    meta = chat.get_meta({'created_at', 'icon', 'info', 'nb_participants', 'subchannels', 'threads', 'translation', 'username'}, translation_target=translation_target)
     if meta['username']:
         meta['username'] = get_username_meta_from_global_id(meta['username'])
     if meta['subchannels']:
-        meta['subchannels'] = get_subchannels_meta_from_global_id(meta['subchannels'])
+        meta['subchannels'] = get_subchannels_meta_from_global_id(meta['subchannels'], translation_target=translation_target)
     else:
-        if translation_target not in Language.LIST_LANGUAGES:
+        if translation_target not in Language.get_translation_languages():
             translation_target = None
         meta['messages'], meta['pagination'], meta['tags_messages'] = chat.get_messages(translation_target=translation_target, nb=nb, page=page)
     return meta, 200
@@ -374,7 +373,7 @@ def api_get_subchannel(chat_id, chat_instance_uuid, translation_target=None, nb=
     subchannel = ChatSubChannels.ChatSubChannel(chat_id, chat_instance_uuid)
     if not subchannel.exists():
         return {"status": "error", "reason": "Unknown subchannel"}, 404
-    meta = subchannel.get_meta({'chat', 'created_at', 'icon', 'nb_messages', 'nb_participants', 'threads'})
+    meta = subchannel.get_meta({'chat', 'created_at', 'icon', 'nb_messages', 'nb_participants', 'threads', 'translation'}, translation_target=translation_target)
     if meta['chat']:
         meta['chat'] = get_chat_meta_from_global_id(meta['chat'])
     if meta.get('threads'):
@@ -394,21 +393,18 @@ def api_get_thread(thread_id, thread_instance_uuid, translation_target=None, nb=
     meta['messages'], meta['pagination'], meta['tags_messages'] = thread.get_messages(translation_target=translation_target, nb=nb, page=page)
     return meta, 200
 
-def api_get_message(message_id):
+def api_get_message(message_id, translation_target=None):
     message = Messages.Message(message_id)
     if not message.exists():
         return {"status": "error", "reason": "Unknown uuid"}, 404
-    meta = message.get_meta({'chat', 'content', 'icon', 'images', 'link', 'parent', 'parent_meta', 'user-account'})
+    meta = message.get_meta({'chat', 'content', 'files-names', 'icon', 'images', 'link', 'parent', 'parent_meta', 'reactions', 'thread', 'translation', 'user-account'}, translation_target=translation_target)
-    # if meta['chat']:
-    #     print(meta['chat'])
-    #     # meta['chat'] =
     return meta, 200
 
-def api_get_user_account(user_id, instance_uuid):
+def api_get_user_account(user_id, instance_uuid, translation_target=None):
     user_account = UsersAccount.UserAccount(user_id, instance_uuid)
     if not user_account.exists():
         return {"status": "error", "reason": "Unknown user-account"}, 404
-    meta = user_account.get_meta({'chats', 'icon', 'info', 'subchannels', 'threads', 'username', 'username_meta'})
+    meta = user_account.get_meta({'chats', 'icon', 'info', 'subchannels', 'threads', 'translation', 'username', 'username_meta'}, translation_target=translation_target)
     return meta, 200
 
 # # # # # # # # # # LATER

bin/lib/crawlers.py

@@ -1331,6 +1331,8 @@ class CrawlerCapture:
         start_time = self.get_task().get_start_time()
         if r_str:
             return start_time
+        elif not start_time:
+            return 0
         else:
             start_time = datetime.strptime(start_time, "%Y/%m/%d  -  %H:%M.%S").timestamp()
             return int(start_time)

bin/lib/objects/ChatSubChannels.py

@@ -76,14 +76,15 @@ class ChatSubChannel(AbstractChatObject):
 
     # TODO TIME LAST MESSAGES
 
-    def get_meta(self, options=set()):
+    def get_meta(self, options=set(), translation_target=None):
         meta = self._get_meta(options=options)
         meta['tags'] = self.get_tags(r_list=True)
         meta['name'] = self.get_name()
         if 'chat' in options:
             meta['chat'] = self.get_chat()
-        if 'img' in options:
+        if 'icon' in options:
-            meta['img'] = self.get_img()
+            meta['icon'] = self.get_icon()
+            meta['img'] = meta['icon']
         if 'nb_messages' in options:
             meta['nb_messages'] = self.get_nb_messages()
         if 'created_at' in options:
@@ -94,6 +95,8 @@ class ChatSubChannel(AbstractChatObject):
             meta['participants'] = self.get_participants()
         if 'nb_participants' in options:
             meta['nb_participants'] = self.get_nb_participants()
+        if 'translation' in options and translation_target:
+            meta['translation_name'] = self.translate(meta['name'], field='name', target=translation_target)
         return meta
 
     def get_misp_object(self):

bin/lib/objects/Chats.py

@@ -70,18 +70,23 @@ class Chat(AbstractChatObject):
         icon = '\uf086'
         return {'style': style, 'icon': icon, 'color': '#4dffff', 'radius': 5}
 
-    def get_meta(self, options=set()):
+    def get_meta(self, options=set(), translation_target=None):
         meta = self._get_meta(options=options)
         meta['name'] = self.get_name()
         meta['tags'] = self.get_tags(r_list=True)
         if 'icon' in options:
             meta['icon'] = self.get_icon()
+            meta['img'] = meta['icon']
         if 'info' in options:
             meta['info'] = self.get_info()
+            if 'translation' in options and translation_target:
+                meta['translation_info'] = self.translate(meta['info'], field='info', target=translation_target)
         if 'participants' in options:
             meta['participants'] = self.get_participants()
         if 'nb_participants' in options:
             meta['nb_participants'] = self.get_nb_participants()
+        if 'nb_messages' in options:
+            meta['nb_messages'] = self.get_nb_messages()
         if 'username' in options:
             meta['username'] = self.get_username()
         if 'subchannels' in options:
@@ -92,7 +97,8 @@ class Chat(AbstractChatObject):
             meta['created_at'] = self.get_created_at(date=True)
         if 'threads' in options:
             meta['threads'] = self.get_threads()
-            print(meta['threads'])
+        if 'tags_safe' in options:
+            meta['tags_safe'] = self.is_tags_safe(meta['tags'])
         return meta
 
     def get_misp_object(self):

bin/lib/objects/Messages.py

@@ -148,20 +148,38 @@ class Message(AbstractObject):
     def add_reaction(self, reactions, nb_reaction):
         r_object.hset(f'meta:reactions:{self.type}::{self.id}', reactions, nb_reaction)
 
-    # Update value on import
+    # Interactions between users -> use replies
-    # reply to -> parent ?
-    # reply/comment - > children ?
     # nb views
-    # reactions
+    # MENTIONS -> Messages + Chats
-    # nb fowards
+    #       # relationship -> mention       - Chat    -> Chat
-    # room ???
+    #                                       - Message -> Chat
-    # message from channel ???
+    #                                       - Message -> Message ??? fetch mentioned messages
+    # FORWARDS
+    # TODO Create forward CHAT -> message
+    #                       message (is forwarded) -> message (is forwarded from) ???
+    #                       # TODO get source message timestamp
+    #
+    #       # is forwarded
+    #       # forwarded from -> check if relationship
+    #       # nb forwarded -> scard relationship
+    #
+    #       Messages -> CHATS -> NB forwarded
+    #       CHAT -> NB forwarded by chats -> NB messages -> parse full set ????
+    #
+    #
+    #
+    #
+    #
+    #
+    # show users chats
     # message media
+    # flag is deleted -> event or missing from feeder pass ???
 
     def get_translation(self, content=None, source=None, target='fr'):
         """
         Returns translated content
         """
+
         # return self._get_field('translated')
         global_id = self.get_global_id()
         translation = r_cache.get(f'translation:{target}:{global_id}')
@@ -272,7 +290,7 @@ class Message(AbstractObject):
         if 'reactions' in options:
             meta['reactions'] = self.get_reactions()
         if 'translation' in options and translation_target:
-            meta['translation'] = self.get_translation(content=meta.get('content'), target=translation_target)
+            meta['translation'] = self.translate(content=meta.get('content'), target=translation_target)
 
         # meta['encoding'] = None
         return meta

bin/lib/objects/UsersAccount.py

@@ -5,6 +5,7 @@ import os
 import sys
 # import re
 
+# from datetime import datetime
 from flask import url_for
 from pymisp import MISPObject
 
@@ -88,6 +89,13 @@ class UserAccount(AbstractSubtypeObject):
     def set_info(self, info):
         return self._set_field('info', info)
 
+    # def get_created_at(self, date=False):
+    #     created_at = self._get_field('created_at')
+    #     if date and created_at:
+    #         created_at = datetime.fromtimestamp(float(created_at))
+    #         created_at = created_at.isoformat(' ')
+    #     return created_at
+
     # TODO MESSAGES:
     # 1) ALL MESSAGES + NB
     # 2) ALL MESSAGES TIMESTAMP
@@ -122,7 +130,7 @@ class UserAccount(AbstractSubtypeObject):
     def get_messages_by_chat_obj(self, chat_obj):
         return self.get_correlation_iter_obj(chat_obj, 'message')
 
-    def get_meta(self, options=set()): # TODO Username timeline
+    def get_meta(self, options=set(), translation_target=None): # TODO Username timeline
         meta = self._get_meta(options=options)
         meta['id'] = self.id
         meta['subtype'] = self.subtype
@@ -141,6 +149,10 @@ class UserAccount(AbstractSubtypeObject):
             meta['icon'] = self.get_icon()
         if 'info' in options:
             meta['info'] = self.get_info()
+            if 'translation' in options and translation_target:
+                meta['translation_info'] = self.translate(meta['info'], field='info', target=translation_target)
+        # if 'created_at':
+        #     meta['created_at'] = self.get_created_at(date=True)
         if 'chats' in options:
             meta['chats'] = self.get_chats()
         if 'subchannels' in options:

bin/lib/objects/abstract_object.py

@@ -24,6 +24,8 @@ from lib.ConfigLoader import ConfigLoader
 from lib import Duplicate
 from lib.correlations_engine import get_nb_correlations, get_correlations, add_obj_correlation, delete_obj_correlation, delete_obj_correlations, exists_obj_correlation, is_obj_correlated, get_nb_correlation_by_correl_type, get_obj_inter_correlation
 from lib.Investigations import is_object_investigated, get_obj_investigations, delete_obj_investigations
+from lib.relationships_engine import get_obj_nb_relationships, add_obj_relationship
+from lib.Language import get_obj_translation
 from lib.Tracker import is_obj_tracked, get_obj_trackers, delete_obj_trackers
 
 logging.config.dictConfig(ail_logger.get_config(name='ail'))
@@ -284,6 +286,32 @@ class AbstractObject(ABC):
 
     ## -Correlation- ##
 
+    ## Relationship ##
+
+    def get_nb_relationships(self, filter=[]):
+        return get_obj_nb_relationships(self.get_global_id())
+
+    def add_relationship(self, obj2_global_id, relationship, source=True):
+        # is source
+        if source:
+            print(self.get_global_id(), obj2_global_id, relationship)
+            add_obj_relationship(self.get_global_id(), obj2_global_id, relationship)
+        # is target
+        else:
+            add_obj_relationship(obj2_global_id, self.get_global_id(), relationship)
+
+    ## -Relationship- ##
+
+    ## Translation ##
+
+    def translate(self, content=None, field='', source=None, target='en'):
+        global_id = self.get_global_id()
+        if not content:
+            content = self.get_content()
+        return get_obj_translation(global_id, content, field=field, source=source, target=target)
+
+    ## -Translation- ##
+
     ## Parent ##
 
     def is_parent(self):

bin/lib/objects/ail_objects.py

@@ -10,6 +10,7 @@ sys.path.append(os.environ['AIL_BIN'])
 from lib.ConfigLoader import ConfigLoader
 from lib.ail_core import get_all_objects, get_object_all_subtypes
 from lib import correlations_engine
+from lib import relationships_engine
 from lib import btc_ail
 from lib import Tag
 
@@ -468,6 +469,24 @@ def get_correlations_graph_node(obj_type, subtype, obj_id, filter_types=[], max_
 
 # --- CORRELATION --- #
 
+def get_obj_nb_relationships(obj_type, subtype, obj_id, filter_types=[]):
+    obj = get_object(obj_type, subtype, obj_id)
+    return obj.get_nb_relationships(filter=filter_types)
+
+def get_relationships_graph_node(obj_type, subtype, obj_id, filter_types=[], max_nodes=300, level=1,
+                                 objs_hidden=set(),
+                                 flask_context=False):
+    obj_global_id = get_obj_global_id(obj_type, subtype, obj_id)
+    nodes, links, meta = relationships_engine.get_relationship_graph(obj_global_id,
+                                                                    filter_types=filter_types,
+                                                                    max_nodes=max_nodes, level=level,
+                                                                    objs_hidden=objs_hidden)
+    # print(meta)
+    meta['objs'] = list(meta['objs'])
+    return {"nodes": create_correlation_graph_nodes(nodes, obj_global_id, flask_context=flask_context),
+            "links": links,
+            "meta": meta}
+
 
 # if __name__ == '__main__':
     # r = get_objects([{'lvl': 1, 'type': 'item', 'subtype': '', 'id': 'crawled/2020/09/14/circl.lu0f4976a4-dda4-4189-ba11-6618c4a8c951'}])

bin/lib/relationships_engine.py

@@ -0,0 +1,111 @@
+#!/usr/bin/env python3
+# -*-coding:UTF-8 -*
+
+import os
+import sys
+
+sys.path.append(os.environ['AIL_BIN'])
+##################################
+# Import Project packages
+##################################
+from lib.ConfigLoader import ConfigLoader
+
+config_loader = ConfigLoader()
+r_rel = config_loader.get_db_conn("Kvrocks_Relationships")
+config_loader = None
+
+
+RELATIONSHIPS = {
+    "forward",
+    "mention"
+}
+def get_relationships():
+    return RELATIONSHIPS
+
+
+def get_obj_relationships_by_type(obj_global_id, relationship):
+    return r_rel.smembers(f'rel:{relationship}:{obj_global_id}')
+
+def get_obj_nb_relationships_by_type(obj_global_id, relationship):
+    return r_rel.scard(f'rel:{relationship}:{obj_global_id}')
+
+def get_obj_relationships(obj_global_id):
+    relationships = []
+    for relationship in get_relationships():
+        for rel in get_obj_relationships_by_type(obj_global_id, relationship):
+            meta = {'relationship': relationship}
+            direction, obj_id = rel.split(':', 1)
+            if direction == 'i':
+                meta['source'] = obj_id
+                meta['target'] = obj_global_id
+            else:
+                meta['target'] = obj_id
+                meta['source'] = obj_global_id
+
+            if not obj_id.startswith('chat'):
+                continue
+
+            meta['id'] = obj_id
+            # meta['direction'] = direction
+            relationships.append(meta)
+    return relationships
+
+def get_obj_nb_relationships(obj_global_id):
+    nb = {}
+    for relationship in get_relationships():
+        nb[relationship] = get_obj_nb_relationships_by_type(obj_global_id, relationship)
+    return nb
+
+
+# TODO Filter by obj type ???
+def add_obj_relationship(source, target, relationship):
+    r_rel.sadd(f'rel:{relationship}:{source}', f'o:{target}')
+    r_rel.sadd(f'rel:{relationship}:{target}', f'i:{source}')
+    # r_rel.sadd(f'rels:{source}', relationship)
+    # r_rel.sadd(f'rels:{target}', relationship)
+
+
+def get_relationship_graph(obj_global_id, filter_types=[], max_nodes=300, level=1, objs_hidden=set()):
+    links = []
+    nodes = set()
+    meta = {'complete': True, 'objs': set()}
+    done = set()
+    done_link = set()
+
+    _get_relationship_graph(obj_global_id, links, nodes, meta, level, max_nodes, filter_types=filter_types, objs_hidden=objs_hidden, done=done, done_link=done_link)
+    return nodes, links, meta
+
+def _get_relationship_graph(obj_global_id, links, nodes, meta, level, max_nodes, filter_types=[], objs_hidden=set(), done=set(), done_link=set()):
+    meta['objs'].add(obj_global_id)
+    nodes.add(obj_global_id)
+
+    for rel in get_obj_relationships(obj_global_id):
+        meta['objs'].add(rel['id'])
+
+        if rel['id'] in done:
+            continue
+
+        if len(nodes) > max_nodes != 0:
+            meta['complete'] = False
+            break
+
+        nodes.add(rel['id'])
+
+        str_link = f"{rel['source']}{rel['target']}{rel['relationship']}"
+        if str_link not in done_link:
+            links.append({"source": rel['source'], "target": rel['target'], "relationship": rel['relationship']})
+            done_link.add(str_link)
+
+        if level > 0:
+            next_level = level - 1
+
+            _get_relationship_graph(rel['id'], links, nodes, meta, next_level, max_nodes, filter_types=filter_types, objs_hidden=objs_hidden, done=done, done_link=done_link)
+
+    # done.add(rel['id'])
+
+
+if __name__ == '__main__':
+    source = ''
+    target = ''
+    add_obj_relationship(source, target, 'forward')
+    # print(get_obj_relationships(source))

bin/modules/DomClassifier.py

@@ -41,7 +41,13 @@ class DomClassifier(AbstractModule):
 
         addr_dns = config_loader.get_config_str("DomClassifier", "dns")
 
-        self.c = DomainClassifier.domainclassifier.Extract(rawtext="", nameservers=[addr_dns])
+        redis_host = config_loader.get_config_str('Redis_Cache', 'host')
+        redis_port = config_loader.get_config_int('Redis_Cache', 'port')
+        redis_db = config_loader.get_config_int('Redis_Cache', 'db')
+        self.dom_classifier = DomainClassifier.domainclassifier.Extract(rawtext="", nameservers=[addr_dns],
+                                                                        redis_host=redis_host,
+                                                                        redis_port=redis_port, redis_db=redis_db,
+                                                                        re_timeout=30)
 
         self.cc = config_loader.get_config_str("DomClassifier", "cc")
         self.cc_tld = config_loader.get_config_str("DomClassifier", "cc_tld")
@@ -58,34 +64,34 @@ class DomClassifier(AbstractModule):
         item_source = item.get_source()
         try:
 
-            self.c.text(rawtext=host)
+            self.dom_classifier.text(rawtext=host)
-            if not self.c.domain:
+            if not self.dom_classifier.domain:
                 return
-            print(self.c.domain)
+            print(self.dom_classifier.domain)
-            self.c.validdomain(passive_dns=True, extended=False)
+            self.dom_classifier.validdomain(passive_dns=True, extended=False)
-            # self.logger.debug(self.c.vdomain)
+            # self.logger.debug(self.dom_classifier.vdomain)
 
-            print(self.c.vdomain)
+            print(self.dom_classifier.vdomain)
             print()
 
-            if self.c.vdomain and d4.is_passive_dns_enabled():
+            if self.dom_classifier.vdomain and d4.is_passive_dns_enabled():
-                for dns_record in self.c.vdomain:
+                for dns_record in self.dom_classifier.vdomain:
                     self.add_message_to_queue(obj=None, message=dns_record)
 
             if self.cc_tld:
-                localizeddomains = self.c.include(expression=self.cc_tld)
+                localizeddomains = self.dom_classifier.include(expression=self.cc_tld)
                 if localizeddomains:
                     print(localizeddomains)
                     self.redis_logger.warning(f"DomainC;{item_source};{item_date};{item_basename};Checked {localizeddomains} located in {self.cc_tld};{item.get_id()}")
 
             if self.cc:
-                localizeddomains = self.c.localizedomain(cc=self.cc)
+                localizeddomains = self.dom_classifier.localizedomain(cc=self.cc)
                 if localizeddomains:
                     print(localizeddomains)
                     self.redis_logger.warning(f"DomainC;{item_source};{item_date};{item_basename};Checked {localizeddomains} located in {self.cc};{item.get_id()}")
 
             if r_result:
-                return self.c.vdomain
+                return self.dom_classifier.vdomain
 
         except IOError as err:
             self.redis_logger.error(f"Duplicate;{item_source};{item_date};{item_basename};CRC Checksum Failed")

bin/modules/Hosts.py

@@ -18,13 +18,14 @@ import os
 import re
 import sys
 
+import DomainClassifier.domainclassifier
+
 sys.path.append(os.environ['AIL_BIN'])
 ##################################
 # Import Project packages
 ##################################
 from modules.abstract_module import AbstractModule
 from lib.ConfigLoader import ConfigLoader
-from lib.objects.Items import Item
 
 class Hosts(AbstractModule):
     """
@@ -43,28 +44,29 @@ class Hosts(AbstractModule):
         # Waiting time in seconds between to message processed
         self.pending_seconds = 1
 
-        self.host_regex = r'\b([a-zA-Z\d-]{,63}(?:\.[a-zA-Z\d-]{,63})+)\b'
+        redis_host = config_loader.get_config_str('Redis_Cache', 'host')
-        re.compile(self.host_regex)
+        redis_port = config_loader.get_config_int('Redis_Cache', 'port')
-
+        redis_db = config_loader.get_config_int('Redis_Cache', 'db')
+        self.dom_classifier = DomainClassifier.domainclassifier.Extract(rawtext="",
+                                                                        redis_host=redis_host,
+                                                                        redis_port=redis_port,
+                                                                        redis_db=redis_db,
+                                                                        re_timeout=30)
         self.logger.info(f"Module: {self.module_name} Launched")
 
     def compute(self, message):
-        item = self.get_obj()
+        obj = self.get_obj()
 
-        # mimetype = item_basic.get_item_mimetype(item.get_id())
+        content = obj.get_content()
-        # if mimetype.split('/')[0] == "text":
+        self.dom_classifier.text(content)
-
+        if self.dom_classifier.domain:
-        content = item.get_content()
+            print(f'{len(self.dom_classifier.domain)} host     {obj.get_id()}')
-        hosts = self.regex_findall(self.host_regex, item.get_id(), content, r_set=True)
+            # print(self.dom_classifier.domain)
-        if hosts:
+            for domain in self.dom_classifier.domain:
-            print(f'{len(hosts)} host     {item.get_id()}')
+                if domain:
-            for host in hosts:
+                    self.add_message_to_queue(message=domain, queue='Host')
-                # print(host)
-                if not host.endswith('.onion'):
-                    self.add_message_to_queue(message=str(host), queue='Host')
 
 
 if __name__ == '__main__':
-
     module = Hosts()
     module.run()

configs/6383.conf

@@ -1,14 +1,14 @@
 ################################ GENERAL #####################################
 
-# By default kvrocks listens for connections from all the network interfaces
+# By default kvrocks listens for connections from localhost interface.
-# available on the server. It is possible to listen to just one or multiple
+# It is possible to listen to just one or multiple interfaces using
-# interfaces using the "bind" configuration directive, followed by one or
+# the "bind" configuration directive, followed by one or more IP addresses.
-# more IP addresses.
 #
 # Examples:
 #
 # bind 192.168.1.100 10.0.0.1
 # bind 127.0.0.1 ::1
+# bind 0.0.0.0
 bind 127.0.0.1
 
 # Unix socket.
@@ -26,32 +26,52 @@ port 6383
 # Close the connection after a client is idle for N seconds (0 to disable)
 timeout 0
 
-# The number of worker's threads, increase or decrease it would effect the performance.
+# The number of worker's threads, increase or decrease would affect the performance.
 workers 8
 
-# By default kvrocks does not run as a daemon. Use 'yes' if you need it.
+# By default, kvrocks does not run as a daemon. Use 'yes' if you need it.
-# Note that kvrocks will write a pid file in /var/run/kvrocks.pid when daemonized.
+# Note that kvrocks will write a PID file in /var/run/kvrocks.pid when daemonized
 daemonize no
 
-# Kvrocks implements cluster solution that is similar with redis cluster solution.
+# Kvrocks implements the cluster solution that is similar to the Redis cluster solution.
 # You can get cluster information by CLUSTER NODES|SLOTS|INFO command, it also is
-# adapted to redis-cli, redis-benchmark, redis cluster SDK and redis cluster proxy.
+# adapted to redis-cli, redis-benchmark, Redis cluster SDK, and Redis cluster proxy.
-# But kvrocks doesn't support to communicate with each others, so you must set
+# But kvrocks doesn't support communicating with each other, so you must set
 # cluster topology by CLUSTER SETNODES|SETNODEID commands, more details: #219.
 #
 # PLEASE NOTE:
 # If you enable cluster, kvrocks will encode key with its slot id calculated by
-# CRC16 and modulo 16384, endoding key with its slot id makes it efficient to
+# CRC16 and modulo 16384, encoding key with its slot id makes it efficient to
-# migrate keys based on slot. So if you enabled at first time, cluster mode must
+# migrate keys based on the slot. So if you enabled at first time, cluster mode must
 # not be disabled after restarting, and vice versa. That is to say, data is not
 # compatible between standalone mode with cluster mode, you must migrate data
 # if you want to change mode, otherwise, kvrocks will make data corrupt.
 #
 # Default: no
+
 cluster-enabled no
 
+# By default, namespaces are stored in the configuration file and won't be replicated
+# to replicas. This option allows to change this behavior, so that namespaces are also
+# propagated to slaves. Note that:
+# 1) it won't replicate the 'masterauth' to prevent breaking master/replica replication
+# 2) it will overwrite replica's namespace with master's namespace, so be careful of in-using namespaces
+# 3) cannot switch off the namespace replication once it's enabled
+#
+# Default: no
+repl-namespace-enabled no
+
+# Persist the cluster nodes topology in local file($dir/nodes.conf). This configuration
+# takes effect only if the cluster mode was enabled.
+#
+# If yes, it will try to load the cluster topology from the local file when starting,
+# and dump the cluster nodes into the file if it was changed.
+#
+# Default: yes
+persist-cluster-nodes-enabled yes
+
 # Set the max number of connected clients at the same time. By default
-# this limit is set to 10000 clients, however if the server is not
+# this limit is set to 10000 clients. However, if the server is not
 # able to configure the process file limit to allow for the specified limit
 # the max number of allowed clients is set to the current file limit
 #
@@ -71,18 +91,17 @@ maxclients 10000
 # 150k passwords per second against a good box. This means that you should
 # use a very strong password otherwise it will be very easy to break.
 #
-# requirepass foobared
 requirepass ail
 
 # If the master is password protected (using the "masterauth" configuration
 # directive below) it is possible to tell the slave to authenticate before
-# starting the replication synchronization process, otherwise the master will
+# starting the replication synchronization process. Otherwise, the master will
 # refuse the slave request.
 #
 # masterauth foobared
 
 # Master-Salve replication would check db name is matched. if not, the slave should
-# refuse to sync the db from master. Don't use default value, set the db-name to identify
+# refuse to sync the db from master. Don't use the default value, set the db-name to identify
 # the cluster.
 db-name change.me.db
 
@@ -98,7 +117,22 @@ dir DATA_KVROCKS
 #
 # log-dir stdout
 
-# When running daemonized, kvrocks writes a pid file in ${CONFIG_DIR}/kvrocks.pid by
+# Log level
+# Possible values: info, warning, error, fatal
+# Default: info
+log-level info
+
+# You can configure log-retention-days to control whether to enable the log cleaner
+# and the maximum retention days that the INFO level logs will be kept.
+#
+# if set to -1, that means to disable the log cleaner.
+# if set to 0, all previous INFO level logs will be immediately removed.
+# if set to between 0 to INT_MAX, that means it will retent latest N(log-retention-days) day logs.
+
+# By default the log-retention-days is -1.
+log-retention-days -1
+
+# When running in daemonize mode, kvrocks writes a PID file in ${CONFIG_DIR}/kvrocks.pid by
 # default. You can specify a custom pid file location here.
 # pidfile /var/run/kvrocks.pid
 pidfile DATA_KVROCKS/kvrocks.pid
@@ -146,7 +180,7 @@ tcp-backlog 511
 master-use-repl-port no
 
 # Currently, master only checks sequence number when replica asks for PSYNC,
-# that is not enough since they may have different replication history even
+# that is not enough since they may have different replication histories even
 # the replica asking sequence is in the range of the master current WAL.
 #
 # We design 'Replication Sequence ID' PSYNC, we add unique replication id for
@@ -180,11 +214,11 @@ use-rsid-psync no
 # is still in progress, the slave can act in two different ways:
 #
 # 1) if slave-serve-stale-data is set to 'yes' (the default) the slave will
-#    still reply to client requests, possibly with out of date data, or the
+#    still reply to client requests, possibly with out-of-date data, or the
 #    data set may just be empty if this is the first synchronization.
 #
 # 2) if slave-serve-stale-data is set to 'no' the slave will reply with
-#    an error "SYNC with master in progress" to all the kind of commands
+#    an error "SYNC with master in progress" to all kinds of commands
 #    but to INFO and SLAVEOF.
 #
 slave-serve-stale-data yes
@@ -203,6 +237,35 @@ slave-serve-stale-data yes
 # Default: no
 slave-empty-db-before-fullsync no
 
+# A Kvrocks master is able to list the address and port of the attached
+# replicas in different ways. For example the "INFO replication" section
+# offers this information, which is used, among other tools, by
+# Redis Sentinel in order to discover replica instances.
+# Another place where this info is available is in the output of the
+# "ROLE" command of a master.
+#
+# The listed IP address and port normally reported by a replica is
+# obtained in the following way:
+#
+#   IP: The address is auto detected by checking the peer address
+#   of the socket used by the replica to connect with the master.
+#
+#   Port: The port is communicated by the replica during the replication
+#   handshake, and is normally the port that the replica is using to
+#   listen for connections.
+#
+# However when port forwarding or Network Address Translation (NAT) is
+# used, the replica may actually be reachable via different IP and port
+# pairs. The following two options can be used by a replica in order to
+# report to its master a specific set of IP and port, so that both INFO
+# and ROLE will report those values.
+#
+# There is no need to use both the options if you need to override just
+# the port or the IP address.
+#
+# replica-announce-ip 5.5.5.5
+# replica-announce-port 1234
+
 # If replicas need full synchronization with master, master need to create
 # checkpoint for feeding replicas, and replicas also stage a checkpoint of
 # the master. If we also keep the backup, it maybe occupy extra disk space.
@@ -212,7 +275,7 @@ slave-empty-db-before-fullsync no
 # Default: no
 purge-backup-on-fullsync no
 
-# The maximum allowed rate (in MB/s) that should be used by Replication.
+# The maximum allowed rate (in MB/s) that should be used by replication.
 # If the rate exceeds max-replication-mb, replication will slow down.
 # Default: 0 (i.e. no limit)
 max-replication-mb 0
@@ -220,8 +283,8 @@ max-replication-mb 0
 # The maximum allowed aggregated write rate of flush and compaction (in MB/s).
 # If the rate exceeds max-io-mb, io will slow down.
 # 0 is no limit
-# Default: 500
+# Default: 0
-max-io-mb 500
+max-io-mb 0
 
 # The maximum allowed space (in GB) that should be used by RocksDB.
 # If the total size of the SST files exceeds max_allowed_space, writes to RocksDB will fail.
@@ -231,7 +294,7 @@ max-db-size 0
 
 # The maximum backup to keep, server cron would run every minutes to check the num of current
 # backup, and purge the old backup if exceed the max backup num to keep. If max-backup-to-keep
-# is 0, no backup would be keep. But now, we only support 0 or 1.
+# is 0, no backup would be kept. But now, we only support 0 or 1.
 max-backup-to-keep 1
 
 # The maximum hours to keep the backup. If max-backup-keep-hours is 0, wouldn't purge any backup.
@@ -243,6 +306,115 @@ max-backup-keep-hours 24
 # Default: 16
 max-bitmap-to-string-mb 16
 
+# Whether to enable SCAN-like cursor compatible with Redis. 
+# If enabled, the cursor will be unsigned 64-bit integers.
+# If disabled, the cursor will be a string.
+# Default: no
+redis-cursor-compatible yes
+
+# Whether to enable the RESP3 protocol.
+# NOTICE: RESP3 is still under development, don't enable it in production environment.
+#
+# Default: no
+# resp3-enabled no
+
+# Maximum nesting depth allowed when parsing and serializing 
+# JSON documents while using JSON commands like JSON.SET.
+# Default: 1024
+json-max-nesting-depth 1024
+
+# The underlying storage format of JSON data type
+# NOTE: This option only affects newly written/updated key-values
+# The CBOR format may reduce the storage size and speed up JSON commands
+# Available values: json, cbor
+# Default: json
+json-storage-format json
+
+################################## TLS ###################################
+
+# By default, TLS/SSL is disabled, i.e. `tls-port` is set to 0.
+# To enable it, `tls-port` can be used to define TLS-listening ports.
+# tls-port 0
+
+# Configure a X.509 certificate and private key to use for authenticating the
+# server to connected clients, masters or cluster peers.
+# These files should be PEM formatted.
+#
+# tls-cert-file kvrocks.crt
+# tls-key-file kvrocks.key
+
+# If the key file is encrypted using a passphrase, it can be included here
+# as well.
+#
+# tls-key-file-pass secret
+
+# Configure a CA certificate(s) bundle or directory to authenticate TLS/SSL
+# clients and peers.  Kvrocks requires an explicit configuration of at least one
+# of these, and will not implicitly use the system wide configuration.
+#
+# tls-ca-cert-file ca.crt
+# tls-ca-cert-dir /etc/ssl/certs
+
+# By default, clients on a TLS port are required
+# to authenticate using valid client side certificates.
+#
+# If "no" is specified, client certificates are not required and not accepted.
+# If "optional" is specified, client certificates are accepted and must be
+# valid if provided, but are not required.
+#
+# tls-auth-clients no
+# tls-auth-clients optional
+
+# By default, only TLSv1.2 and TLSv1.3 are enabled and it is highly recommended
+# that older formally deprecated versions are kept disabled to reduce the attack surface.
+# You can explicitly specify TLS versions to support.
+# Allowed values are case insensitive and include "TLSv1", "TLSv1.1", "TLSv1.2",
+# "TLSv1.3" (OpenSSL >= 1.1.1) or any combination.
+# To enable only TLSv1.2 and TLSv1.3, use:
+#
+# tls-protocols "TLSv1.2 TLSv1.3"
+
+# Configure allowed ciphers.  See the ciphers(1ssl) manpage for more information
+# about the syntax of this string.
+#
+# Note: this configuration applies only to <= TLSv1.2.
+#
+# tls-ciphers DEFAULT:!MEDIUM
+
+# Configure allowed TLSv1.3 ciphersuites.  See the ciphers(1ssl) manpage for more
+# information about the syntax of this string, and specifically for TLSv1.3
+# ciphersuites.
+#
+# tls-ciphersuites TLS_CHACHA20_POLY1305_SHA256
+
+# When choosing a cipher, use the server's preference instead of the client
+# preference. By default, the server follows the client's preference.
+#
+# tls-prefer-server-ciphers yes
+
+# By default, TLS session caching is enabled to allow faster and less expensive
+# reconnections by clients that support it. Use the following directive to disable
+# caching.
+#
+# tls-session-caching no
+
+# Change the default number of TLS sessions cached. A zero value sets the cache
+# to unlimited size. The default size is 20480.
+#
+# tls-session-cache-size 5000
+
+# Change the default timeout of cached TLS sessions. The default timeout is 300
+# seconds.
+#
+# tls-session-cache-timeout 60
+
+# By default, a replica does not attempt to establish a TLS connection
+# with its master.
+#
+# Use the following directive to enable TLS on replication links.
+#
+# tls-replication yes
+
 ################################## SLOW LOG ###################################
 
 # The Kvrocks Slow Log is a mechanism to log queries that exceeded a specified
@@ -301,8 +473,8 @@ supervised no
 # Default: empty
 # profiling-sample-commands ""
 
-# Ratio of the samples would be recorded. We simply use the rand to determine
+# Ratio of the samples would be recorded. It is a number between 0 and 100.
-# whether to record the sample or not.
+# We simply use the rand to determine whether to record the sample or not.
 #
 # Default: 0
 profiling-sample-ratio 0
@@ -331,7 +503,19 @@ profiling-sample-record-threshold-ms 100
 # 0-7am every day.
 compaction-checker-range 0-7
 
-# Bgsave scheduler, auto bgsave at schedule time
+# When the compaction checker is triggered, the db will periodically pick the SST file
+# with the highest "deleted percentage" (i.e. the percentage of deleted keys in the SST 
+# file) to compact, in order to free disk space. 
+# However, if a specific SST file was created more than "force-compact-file-age" seconds 
+# ago, and its percentage of deleted keys is higher than 
+# "force-compact-file-min-deleted-percentage", it will be forcely compacted as well.
+
+# Default: 172800 seconds; Range: [60, INT64_MAX];
+# force-compact-file-age 172800
+# Default: 10 %; Range: [1, 100];
+# force-compact-file-min-deleted-percentage 10
+
+# Bgsave scheduler, auto bgsave at scheduled time
 # time expression format is the same as crontab(currently only support * and int)
 # e.g. bgsave-cron 0 3 * * * 0 4 * * *
 # would bgsave the db at 3am and 4am every day
@@ -339,7 +523,7 @@ compaction-checker-range 0-7
 # Command renaming.
 #
 # It is possible to change the name of dangerous commands in a shared
-# environment. For instance the KEYS command may be renamed into something
+# environment. For instance, the KEYS command may be renamed into something
 # hard to guess so that it will still be available for internal-use tools
 # but not available for general clients.
 #
@@ -352,39 +536,26 @@ compaction-checker-range 0-7
 #
 # rename-command KEYS ""
 
-# The key-value size may so be quite different in many scenes, and use 256MiB as SST file size
-# may cause data loading(large index/filter block) ineffective when the key-value was too small.
-# kvrocks supports user-defined SST file in config(rocksdb.target_file_size_base),
-# but it still too trivial and inconvenient to adjust the different sizes for different instances.
-# so we want to periodic auto-adjust the SST size in-flight with user avg key-value size.
-#
-# If enabled, kvrocks will auto resize rocksdb.target_file_size_base
-# and rocksdb.write_buffer_size in-flight with user avg key-value size.
-# Please see #118.
-#
-# Default: yes
-auto-resize-block-and-sst yes
-
 ################################ MIGRATE #####################################
 # If the network bandwidth is completely consumed by the migration task,
 # it will affect the availability of kvrocks. To avoid this situation,
-# migrate-speed is adpoted to limit the migrating speed.
+# migrate-speed is adopted to limit the migrating speed.
-# Migrating speed is limited by controling the duraiton between sending data,
+# Migrating speed is limited by controlling the duration between sending data,
-# the duation is calculated by: 1000000 * migrate-pipeline-size / migrate-speed (us).
+# the duration is calculated by: 1000000 * migrate-pipeline-size / migrate-speed (us).
 # Value: [0,INT_MAX], 0 means no limit
 #
 # Default: 4096
 migrate-speed 4096
 
-# In order to reduce data transimission times and improve the efficiency of data migration,
+# In order to reduce data transmission times and improve the efficiency of data migration,
 # pipeline is adopted to send multiple data at once. Pipeline size can be set by this option.
 # Value: [1, INT_MAX], it can't be 0
 #
 # Default: 16
 migrate-pipeline-size 16
 
-# In order to reduce the write forbidden time during migrating slot, we will migrate the incremetal
+# In order to reduce the write forbidden time during migrating slot, we will migrate the incremental
-# data sevral times to reduce the amount of incremetal data. Until the quantity of incremetal
+# data several times to reduce the amount of incremental data. Until the quantity of incremental
 # data is reduced to a certain threshold, slot will be forbidden write. The threshold is set by
 # this option.
 # Value: [1, INT_MAX], it can't be 0
@@ -394,22 +565,21 @@ migrate-sequence-gap 10000
 
 ################################ ROCKSDB #####################################
 
-# Specify the capacity  of metadata column family block cache. Larger block cache
+# Specify the capacity of column family block cache. A larger block cache
-# may make request faster while more keys would be cached. Max Size is 200*1024.
+# may make requests faster while more keys would be cached. Max Size is 400*1024.
-# Default: 2048MB
+# Default: 4096MB
-rocksdb.metadata_block_cache_size 2048
+rocksdb.block_cache_size 4096
 
-# Specify the capacity  of subkey column family block cache. Larger block cache
+# Specify the type of cache used in the block cache.
-# may make request faster while more keys would be cached. Max Size is 200*1024.
+# Accept value: "lru", "hcc"
-# Default: 2048MB
+# "lru" stands for the cache with the LRU(Least Recently Used) replacement policy.
-rocksdb.subkey_block_cache_size 2048
-
-# Metadata column family and subkey column family will share a single block cache
-# if set 'yes'. The capacity of shared block cache is
-# metadata_block_cache_size + subkey_block_cache_size
 #
-# Default: yes
+# "hcc" stands for the Hyper Clock Cache, a lock-free cache alternative
-rocksdb.share_metadata_and_subkey_block_cache yes
+# that offers much improved CPU efficiency vs. LRU cache under high parallel
+# load or high contention.
+#
+# default lru
+rocksdb.block_cache_type lru
 
 # A global cache for table-level rows in RocksDB. If almost always point
 # lookups, enlarging row cache may improve read performance. Otherwise,
@@ -423,7 +593,7 @@ rocksdb.row_cache_size 0
 # files opened are always kept open. You can estimate number of files based
 # on target_file_size_base and target_file_size_multiplier for level-based
 # compaction. For universal-style compaction, you can usually set it to -1.
-# Default: 4096
+# Default: 8096
 rocksdb.max_open_files 8096
 
 # Amount of data to build up in memory (backed by an unsorted log
@@ -442,7 +612,7 @@ rocksdb.max_open_files 8096
 # default is 64MB
 rocksdb.write_buffer_size 64
 
-# Target file size for compaction, target file size for Leve N can be caculated
+# Target file size for compaction, target file size for Level N can be calculated
 # by target_file_size_base * (target_file_size_multiplier ^ (L-1))
 #
 # Default: 128MB
@@ -457,20 +627,29 @@ rocksdb.target_file_size_base 128
 # allowed.
 rocksdb.max_write_buffer_number 4
 
+# Maximum number of concurrent background jobs (compactions and flushes).
+# For backwards compatibility we will set `max_background_jobs =
+# max_background_compactions + max_background_flushes` in the case where user
+# sets at least one of `max_background_compactions` or `max_background_flushes`
+# (we replace -1 by 1 in case one option is unset).
+rocksdb.max_background_jobs 4
+
+# DEPRECATED: it is automatically decided based on the value of rocksdb.max_background_jobs
 # Maximum number of concurrent background compaction jobs, submitted to
 # the default LOW priority thread pool.
-rocksdb.max_background_compactions 4
+rocksdb.max_background_compactions -1
 
+# DEPRECATED: it is automatically decided based on the value of rocksdb.max_background_jobs
 # Maximum number of concurrent background memtable flush jobs, submitted by
 # default to the HIGH priority thread pool. If the HIGH priority thread pool
 # is configured to have zero threads, flush jobs will share the LOW priority
 # thread pool with compaction jobs.
-rocksdb.max_background_flushes 4
+rocksdb.max_background_flushes -1
 
 # This value represents the maximum number of threads that will
 # concurrently perform a compaction job by breaking it into multiple,
 # smaller ones that are run simultaneously.
-# Default: 2 (i.e. no subcompactions)
+# Default: 2
 rocksdb.max_sub_compactions 2
 
 # In order to limit the size of WALs, RocksDB uses DBOptions::max_total_wal_size
@@ -494,7 +673,7 @@ rocksdb.max_sub_compactions 2
 # default is 512MB
 rocksdb.max_total_wal_size 512
 
-# We impl the repliction with rocksdb WAL, it would trigger full sync when the seq was out of range.
+# We implement the replication with rocksdb WAL, it would trigger full sync when the seq was out of range.
 # wal_ttl_seconds and wal_size_limit_mb would affect how archived logs will be deleted.
 # If WAL_ttl_seconds is not 0, then WAL files will be checked every WAL_ttl_seconds / 2 and those that
 # are older than WAL_ttl_seconds will be deleted#
@@ -514,17 +693,17 @@ rocksdb.wal_size_limit_mb 16384
 # actual size of the unit read from disk may be smaller if
 # compression is enabled.
 #
-# Default: 4KB
+# Default: 16KB
 rocksdb.block_size 16384
 
 # Indicating if we'd put index/filter blocks to the block cache
 #
-# Default: no
+# Default: yes
 rocksdb.cache_index_and_filter_blocks yes
 
 # Specify the compression to use. Only compress level greater
 # than 2 to improve performance.
-# Accept value: "no", "snappy"
+# Accept value: "no", "snappy", "lz4", "zstd", "zlib"
 # default snappy
 rocksdb.compression snappy
 
@@ -623,16 +802,16 @@ rocksdb.enable_blob_garbage_collection yes
 rocksdb.blob_garbage_collection_age_cutoff 25
 
 
-# The purpose of following three options are to dynamically adjust the upper limit of
+# The purpose of the following three options are to dynamically adjust the upper limit of
 # the data that each layer can store according to the size of the different
 # layers of the LSM. Enabling this option will bring some improvements in
 # deletion efficiency and space amplification, but it will lose a certain
 # amount of read performance.
-# If you want know more details about Levels' Target Size, you can read RocksDB wiki: 
+# If you want to know more details about Levels' Target Size, you can read RocksDB wiki:
 # https://github.com/facebook/rocksdb/wiki/Leveled-Compaction#levels-target-size
 #
-# Default: no
+# Default: yes
-rocksdb.level_compaction_dynamic_level_bytes no
+rocksdb.level_compaction_dynamic_level_bytes yes
 
 # The total file size of level-1 sst.
 #
@@ -641,38 +820,92 @@ rocksdb.max_bytes_for_level_base 268435456
 
 # Multiplication factor for the total file size of L(n+1) layers.
 # This option is a double type number in RocksDB, but kvrocks is
-# not support double data type number yet, so we use int data
+# not support the double data type number yet, so we use integer
 # number instead of double currently.
 #
 # Default: 10
 rocksdb.max_bytes_for_level_multiplier 10
 
+# This feature only takes effect in Iterators and MultiGet.
+# If yes, RocksDB will try to read asynchronously and in parallel as much as possible to hide IO latency.
+# In iterators, it will prefetch data asynchronously in the background for each file being iterated on. 
+# In MultiGet, it will read the necessary data blocks from those files in parallel as much as possible.
+
+# Default no
+rocksdb.read_options.async_io no
+
+# If yes, the write will be flushed from the operating system
+# buffer cache before the write is considered complete.
+# If this flag is enabled, writes will be slower.
+# If this flag is disabled, and the machine crashes, some recent
+# rites may be lost.  Note that if it is just the process that
+# crashes (i.e., the machine does not reboot), no writes will be
+# lost even if sync==false.
+#
+# Default: no
+rocksdb.write_options.sync no
+
+# If yes, writes will not first go to the write ahead log,
+# and the write may get lost after a crash.
+# You must keep wal enabled if you use replication.
+#
+# Default: no
+rocksdb.write_options.disable_wal no
+
+# If enabled and we need to wait or sleep for the write request, fails
+# immediately.
+#
+# Default: no
+rocksdb.write_options.no_slowdown no
+
+# If enabled, write requests are of lower priority if compaction is
+# behind. In this case, no_slowdown = true, the request will be canceled
+# immediately. Otherwise, it will be slowed down.
+# The slowdown value is determined by RocksDB to guarantee
+# it introduces minimum impacts to high priority writes.
+#
+# Default: no
+rocksdb.write_options.low_pri no
+
+# If enabled, this writebatch will maintain the last insert positions of each
+# memtable as hints in concurrent write. It can improve write performance
+# in concurrent writes if keys in one writebatch are sequential.
+#
+# Default: no
+rocksdb.write_options.memtable_insert_hint_per_batch no
+
+
+# Support RocksDB auto-tune rate limiter for the background IO
+# if enabled, Rate limiter will limit the compaction write if flush write is high
+# Please see https://rocksdb.org/blog/2017/12/18/17-auto-tuned-rate-limiter.html
+#
+# Default: yes
+rocksdb.rate_limiter_auto_tuned yes
+
+# Enable this option will schedule the deletion of obsolete files in a background thread 
+# on iterator destruction. It can reduce the latency if there are many files to be removed.
+# see https://github.com/facebook/rocksdb/wiki/IO#avoid-blocking-io 
+#
+# Default: yes
+# rocksdb.avoid_unnecessary_blocking_io yes
+
 ################################ NAMESPACE #####################################
 # namespace.test change.me
 
+
+-# investigation -> db ????
+-# ail2ail -> a2a ????
+
+
 backup-dir DATA_KVROCKS/backup
-fullsync-recv-file-delay 0
 log-dir DATA_KVROCKS
-unixsocketperm 26
-
-
-
-
 namespace.cor ail_correls
 namespace.crawl ail_crawlers
 namespace.db ail_datas
 namespace.dup ail_dups
 namespace.obj ail_objs
-namespace.tl ail_tls
+namespace.rel ail_rels
 namespace.stat ail_stats
 namespace.tag ail_tags
+namespace.tl ail_tls
 namespace.track ail_trackers
-
-# investigation -> db ????
-# ail2ail -> a2a ?????
-
-
-
-
-
-

configs/core.cfg.sample

@@ -196,6 +196,11 @@ host = localhost
 port = 6383
 password = ail_objs
 
+[Kvrocks_Relationships]
+host = localhost
+port = 6383
+password = ail_rels
+
 [Kvrocks_Timeline]
 host = localhost
 port = 6383

installing_deps.sh

@@ -88,7 +88,7 @@ DEFAULT_HOME=$(pwd)
 #### KVROCKS ####
 test ! -d kvrocks/ && git clone https://github.com/apache/incubator-kvrocks.git kvrocks
 pushd kvrocks
-./x.py build
+./x.py build -j 4
 popd
 
 DEFAULT_KVROCKS_DATA=$DEFAULT_HOME/DATA_KVROCKS

update/v5.3/Update.py

@@ -0,0 +1,24 @@
+#!/usr/bin/env python3
+# -*-coding:UTF-8 -*
+
+import os
+import sys
+
+sys.path.append(os.environ['AIL_HOME'])
+##################################
+# Import Project packages
+##################################
+from update.bin.ail_updater import AIL_Updater
+from lib import ail_updates
+
+class Updater(AIL_Updater):
+    """default Updater."""
+
+    def __init__(self, version):
+        super(Updater, self).__init__(version)
+
+
+if __name__ == '__main__':
+    updater = Updater('v5.3')
+    updater.run_update()
+

update/v5.3/Update.sh

@@ -0,0 +1,50 @@
+#!/bin/bash
+
+[ -z "$AIL_HOME" ] && echo "Needs the env var AIL_HOME. Run the script from the virtual environment." && exit 1;
+[ -z "$AIL_REDIS" ] && echo "Needs the env var AIL_REDIS. Run the script from the virtual environment." && exit 1;
+[ -z "$AIL_BIN" ] && echo "Needs the env var AIL_ARDB. Run the script from the virtual environment." && exit 1;
+[ -z "$AIL_FLASK" ] && echo "Needs the env var AIL_FLASK. Run the script from the virtual environment." && exit 1;
+
+export PATH=$AIL_HOME:$PATH
+export PATH=$AIL_REDIS:$PATH
+export PATH=$AIL_BIN:$PATH
+export PATH=$AIL_FLASK:$PATH
+
+GREEN="\\033[1;32m"
+DEFAULT="\\033[0;39m"
+
+echo -e $GREEN"Shutting down AIL ..."$DEFAULT
+bash ${AIL_BIN}/LAUNCH.sh -k
+wait
+
+# SUBMODULES #
+git submodule update
+
+echo ""
+echo -e $GREEN"Updating python packages ..."$DEFAULT
+echo ""
+pip install -U gcld3
+pip install -U libretranslatepy
+pip install -U xxhash
+pip install -U DomainClassifier
+
+echo ""
+echo -e $GREEN"Updating KVROCKS ..."$DEFAULT
+echo ""
+pushd ${AIL_HOME}/kvrocks
+git pull
+./x.py build -j 4
+popd
+
+bash ${AIL_BIN}/LAUNCH.sh -lrv
+bash ${AIL_BIN}/LAUNCH.sh -lkv
+
+echo ""
+echo -e $GREEN"Updating AIL VERSION ..."$DEFAULT
+echo ""
+python ${AIL_HOME}/update/v5.3/Update.py
+wait
+echo ""
+echo ""
+
+exit 0

var/www/blueprints/chats_explorer.py

@@ -63,7 +63,7 @@ def chats_explorer_networks():
         return render_template('chats_networks.html', protocol=protocol, networks=networks)
 
 
-@chats_explorer.route("chats/explorer/instance", methods=['GET'])
+@chats_explorer.route("chats/explorer/instances", methods=['GET'])
 @login_required
 @login_read_only
 def chats_explorer_instance():
@@ -163,13 +163,17 @@ def chats_explorer_chat_participants():
 @login_read_only
 def objects_message():
     message_id = request.args.get('id')
-    message = chats_viewer.api_get_message(message_id)
+    target = request.args.get('target')
+    if target == "Don't Translate":
+        target = None
+    message = chats_viewer.api_get_message(message_id, translation_target=target)
     if message[1] != 200:
         return create_json_response(message[0], message[1])
     else:
         message = message[0]
         languages = Language.get_translation_languages()
         return render_template('ChatMessage.html', meta=message, bootstrap_label=bootstrap_label,
+                               translation_languages=languages, translation_target=target,
                                modal_add_tags=Tag.get_modal_add_tags(message['id'], object_type='message'))
 
 @chats_explorer.route("/objects/user-account", methods=['GET'])
@@ -178,9 +182,14 @@ def objects_message():
 def objects_user_account():
     instance_uuid = request.args.get('subtype')
     user_id = request.args.get('id')
-    user_account = chats_viewer.api_get_user_account(user_id, instance_uuid)
+    target = request.args.get('target')
+    if target == "Don't Translate":
+        target = None
+    user_account = chats_viewer.api_get_user_account(user_id, instance_uuid, translation_target=target)
     if user_account[1] != 200:
         return create_json_response(user_account[0], user_account[1])
     else:
         user_account = user_account[0]
-        return render_template('user_account.html', meta=user_account, bootstrap_label=bootstrap_label)
+        languages = Language.get_translation_languages()
+        return render_template('user_account.html', meta=user_account, bootstrap_label=bootstrap_label,
+                               translation_languages=languages, translation_target=target)

var/www/blueprints/correlation.py

@@ -203,7 +203,7 @@ def get_description():
         return Response(json.dumps({"status": "error", "reason": "404 Not Found"}, indent=2, sort_keys=True), mimetype='application/json'), 404
     # object exist
     else:
-        res = ail_objects.get_object_meta(obj_type, subtype, obj_id, options={'tags', 'tags_safe'},
+        res = ail_objects.get_object_meta(obj_type, subtype, obj_id, options={'icon', 'tags', 'tags_safe'},
                                           flask_context=True)
         if 'tags' in res:
             res['tags'] = list(res['tags'])
@@ -292,3 +292,64 @@ def correlation_tags_add():
                             max_nodes=nb_max,
                             hidden=hidden, hidden_str=",".join(hidden),
                             filter=",".join(filter_types)))
+
+#####################################################################################
+
+@correlation.route('/relationships/graph_node_json')
+@login_required
+@login_read_only
+def relationships_graph_node_json():
+    obj_id = request.args.get('id')
+    subtype = request.args.get('subtype')
+    obj_type = request.args.get('type')
+    max_nodes = sanitise_nb_max_nodes(request.args.get('max_nodes'))
+    level = sanitise_level(request.args.get('level'))
+
+    json_graph = ail_objects.get_relationships_graph_node(obj_type, subtype, obj_id, max_nodes=max_nodes, level=level, flask_context=True)
+    return jsonify(json_graph)
+
+
+@correlation.route('/relationship/show', methods=['GET', 'POST'])
+@login_required
+@login_read_only
+def show_relationship():
+    if request.method == 'POST':
+        object_type = request.form.get('obj_type')
+        subtype = request.form.get('subtype')
+        obj_id = request.form.get('obj_id')
+        max_nodes = request.form.get('max_nb_nodes_in')
+        level = sanitise_level(request.form.get('level'))
+
+        # redirect to keep history and bookmark
+        return redirect(url_for('correlation.show_relationship', type=object_type, subtype=subtype, id=obj_id,
+                                max_nodes=max_nodes, level=level))
+
+    # request.method == 'GET'
+    else:
+        obj_type = request.args.get('type')
+        subtype = request.args.get('subtype', '')
+        obj_id = request.args.get('id')
+        max_nodes = sanitise_nb_max_nodes(request.args.get('max_nodes'))
+        level = sanitise_level(request.args.get('level'))
+
+        # check if obj_id exist
+        if not ail_objects.exists_obj(obj_type, subtype, obj_id):
+            return abort(404)
+        # object exist
+        else: # TODO remove old dict key
+            dict_object = {"type": obj_type,
+                           "id": obj_id,
+                           "object_type": obj_type,
+                           "max_nodes": max_nodes, "level": level,
+                           "correlation_id": obj_id,
+                           "metadata": ail_objects.get_object_meta(obj_type, subtype, obj_id, options={'tags', 'info', 'icon', 'username'}, flask_context=True),
+                           "nb_relation": ail_objects.get_obj_nb_relationships(obj_type, subtype, obj_id)
+                           }
+            if subtype:
+                dict_object["subtype"] = subtype
+                dict_object["metadata"]['type_id'] = subtype
+            else:
+                dict_object["subtype"] = ''
+                dict_object["metadata_card"] = ail_objects.get_object_card_meta(obj_type, subtype, obj_id)
+            return render_template("show_relationship.html", dict_object=dict_object, bootstrap_label=bootstrap_label,
+                                       tags_selector_data=Tag.get_tags_selector_data())

var/www/static/js/d3/heatmap_week_hour.js

@@ -50,7 +50,12 @@ const create_heatmap_week_hour = (container_id, data, options) => {
             .style("stroke", "black")
             //.style("stroke-opacity", 1)
 
+        var xPosition = d3.mouse(this)[0] + margin.left;
+        var yPosition = d3.mouse(this)[1] + margin.top + window.scrollY + 100;
+
         tooltip.html(d.date + " " + d.hour + "-" + (d.hour + 1) + "h: <b>" + d.count + "</b> messages")
+            .style("left", xPosition + "px")
+            .style("top", yPosition + "px");
     }
     const mouseleave = function(d) {
         tooltip.style("opacity", 0)

var/www/templates/chats_explorer/ChatMessage.html

@@ -135,6 +135,9 @@
 
 
                 {% include 'objects/image/block_blur_img_slider.html' %}
+                {% with translate_url=url_for('chats_explorer.objects_message', id=meta['id']), obj_id=meta['id'] %}
+                    {% include 'chats_explorer/block_translation.html' %}
+                {% endwith %}
 
 
                 <div class="position-relative">

var/www/templates/chats_explorer/SubChannelMessages.html

@@ -75,6 +75,9 @@
                                                 <tr>
                                                     <td>
                                                         {{ subchannel['name'] }}
+                                                        {% if subchannel['translation_name'] %}
+                                                            <div class="text-secondary">{{ subchannel['translation_name'] }}</div>
+                                                        {% endif %}
                                                     </td>
                                                     <td>{{ subchannel["created_at"] }}</td>
                                                     <td>

var/www/templates/chats_explorer/block_obj_time_search.html

@@ -39,9 +39,9 @@
     </div>
 </div>
 
-<link href="{{ url_for('static', filename='css/daterangepicker.min.css') }}" rel="stylesheet">
+{#<link href="{{ url_for('static', filename='css/daterangepicker.min.css') }}" rel="stylesheet">#}
-<script src="{{ url_for('static', filename='js/moment.min.js') }}"></script>
+{#<script src="{{ url_for('static', filename='js/moment.min.js') }}"></script>#}
-<script src="{{ url_for('static', filename='js/jquery.daterangepicker.min.js') }}"></script>
+{#<script src="{{ url_for('static', filename='js/jquery.daterangepicker.min.js') }}"></script>#}
 <script>
 
     function filter_by_time() {
@@ -55,7 +55,7 @@
     }
 
 
-	$('#date-range-from').dateRangePicker({
+	/*$('#date-range-from').dateRangePicker({
         separator : ' to ',
         getValue: function(){
             if ($('#date-range-from-input').val() && $('#date-range-to-input').val() )
@@ -80,6 +80,6 @@
             $('#date-range-from-input').val(s1);
             $('#date-range-to-input').val(s2);
         }
-	});
+	});*/
 
 </script>

var/www/templates/chats_explorer/chat_instance.html

@@ -70,7 +70,8 @@
                         <th>Created at</th>
                         <th>First Seen</th>
                         <th>Last Seen</th>
-                        <th>NB SubChannels</th>
+                        <th>SubChannels</th>
+                        <th><i class="fas fa-comment-dots"></i></th>
                     </tr>
                     </thead>
                     <tbody style="font-size: 15px;">
@@ -94,6 +95,7 @@
                                 {% endif %}
                             </td>
                             <td>{{ chat['nb_subchannels'] }}</td>
+                            <td>{{ chat['nb_messages'] }}</td>
                         </tr>
                     {% endfor %}
                     </tbody>

var/www/templates/chats_explorer/chat_viewer.html

@@ -100,6 +100,10 @@
                             {% if chat['info'] %}
                                 <li class="list-group-item py-0">
                                     <pre class="my-0">{{ chat['info'] }}</pre>
+                                    {% if chat['translation_info'] %}
+                                        <hr class="m-1">
+                                        <pre class="my-0 text-secondary">{{ chat['translation_info'] }}</pre>
+                                    {% endif %}
                                 </li>
                             {% endif %}
                             </li>
@@ -112,8 +116,12 @@
                     <span class="badge badge-{{ bootstrap_label[loop.index0 % 5] }}">{{ tag }} <span class="badge badge-light">{{ chat['tags_messages'][tag] }}</span></span>
                 {%  endfor %}
 
+                {% with translate_url=url_for('chats_explorer.chats_explorer_chat', uuid=chat['subtype']), obj_id=chat['id'], pagination=chat['pagination'] %}
+                    {% include 'chats_explorer/block_translation.html' %}
+                {% endwith %}
+
                 {% if chat['subchannels'] %}
-                    <h4>Sub-Channels:</h4>
+                    <h4 class="mt-2">Sub-Channels:</h4>
                     <table id="tablesubchannels" class="table">
                         <thead class="bg-dark text-white">
                         <tr>
@@ -123,7 +131,7 @@
                             <th>Created at</th>
                             <th>First Seen</th>
                             <th>Last Seen</th>
-                            <th>NB Messages</th>
+                            <th><i class="fas fa-comment-dots"></i></th>
                         </tr>
                         </thead>
                         <tbody style="font-size: 15px;">
@@ -132,7 +140,12 @@
                                 <td>
                                    <img src="{{ url_for('static', filename='image/ail-icon.png') }}" class="rounded-circle mr-1" alt="{{ meta['id'] }}" width="40" height="40">
                                 </td>
-                                <td><b>{{ meta['name'] }}</b></td>
+                                <td>
+                                    <b>{{ meta['name'] }}</b>
+                                    {% if meta['translation_name'] %}
+                                        <div class="text-secondary">{{ meta['translation_name'] }}</div>
+                                    {% endif %}
+                                </td>
                                 <td><a href="{{ url_for('chats_explorer.objects_subchannel_messages') }}?uuid={{ meta['subtype'] }}&id={{ meta['id'] }}">{{ meta['id'] }}</a></td>
                                 <td>{{ meta['created_at'] }}</td>
                                 <td>
@@ -161,9 +174,6 @@
                         {% include 'objects/image/block_blur_img_slider.html' %}
                     </span>
 
-                    {% with translate_url=url_for('chats_explorer.chats_explorer_chat', uuid=chat['subtype']), obj_id=chat['id'], pagination=chat['pagination'] %}
-                        {% include 'chats_explorer/block_translation.html' %}
-                    {% endwith %}
                     {% with obj_subtype=chat['subtype'], obj_id=chat['id'], url_endpoint=url_for("chats_explorer.chats_explorer_chat"), nb=chat['pagination']['nb']  %}
                         {% set date_from=chat['first_seen'] %}
                         {% set date_to=chat['last_seen'] %}

var/www/templates/chats_explorer/user_account.html

@@ -46,7 +46,6 @@
                                     <tr>
                                         <th>username</th>
                                         <th>ID</th>
-                                        <th>Created at</th>
                                         <th>First Seen</th>
                                         <th>Last Seen</th>
                                         <th>NB Chats</th>
@@ -56,7 +55,6 @@
                                     <tr>
                                             <td>{{ meta['username']['id'] }}</td>
                                             <td>{{ meta['id']  }}</td>
-                                            <td>{{ meta['created_at'] }}</td>
                                             <td>
                                                 {% if meta['first_seen'] %}
                                                     {{ meta['first_seen'][0:4] }}-{{ meta['first_seen'][4:6] }}-{{ meta['first_seen'][6:8] }}
@@ -74,6 +72,10 @@
                             {% if meta['info'] %}
                                 <li class="list-group-item py-0">
                                     <pre class="my-0">{{ meta['info'] }}</pre>
+                                    {% if meta['translation_info'] %}
+                                        <hr>
+                                        <pre class="my-0 text-secondary">{{ meta['translation_info'] }}</pre>
+                                    {% endif %}
                                 </li>
                             {% endif %}
                             </li>
@@ -100,6 +102,10 @@
                     </div>
                 </div>
 
+                {% with translate_url=url_for('chats_explorer.objects_user_account', subtype=meta['subtype']), obj_id=meta['id'] %}
+                    {% include 'chats_explorer/block_translation.html' %}
+                {% endwith %}
+
 
 {#                {% if meta['subchannels'] %}#}
 {#                    <h4>Sub-Channels:</h4>#}

var/www/templates/correlation/metadata_card_chat.html

@@ -0,0 +1,78 @@
+<link href="{{ url_for('static', filename='css/tags.css') }}" rel="stylesheet" type="text/css" />
+<script src="{{ url_for('static', filename='js/tags.js') }}"></script>
+
+{#{% with modal_add_tags=dict_object['metadata_card']['add_tags_modal']%}#}
+{#	{% include 'modals/add_tags.html' %}#}
+{#{% endwith %}#}
+
+{% include 'modals/edit_tag.html' %}
+
+<div class="card my-3">
+	<div class="card-header" style="background-color:#d9edf7;font-size: 15px">
+        <h4>{{ dict_object["correlation_id"] }}</h4>
+        {{ dict_object }}
+        <div class="text-secondary">{{ dict_object["correlation_id"] }}</div>
+		<ul class="list-group mb-2">
+			<li class="list-group-item py-0">
+				<div class="row">
+					<div class="col-md-10">
+						<table class="table">
+							<thead>
+								<tr>
+									<th>Object type</th>
+									<th>First seen</th>
+									<th>Last seen</th>
+									<th>Nb seen</th>
+								</tr>
+							</thead>
+							<tbody>
+								<tr>
+									<td>
+										<svg height="26" width="26">
+											<g class="nodes">
+												<circle cx="13" cy="13" r="13" fill="orange"></circle>
+												<text x="13" y="13" text-anchor="middle" dominant-baseline="central" class="graph_node_icon {{ dict_object["metadata"]["icon"]["style"] }}" font-size="16px">{{ dict_object["metadata"]["icon"]["icon"] }}</text>
+											</g>
+										</svg>
+                                        {{ dict_object["object_type"] }}
+									</td>
+									<td>{{ dict_object["metadata"]['first_seen'] }}</td>
+									<td>{{ dict_object["metadata"]['last_seen'] }}</td>
+									<td>{{ dict_object["metadata"]['nb_seen'] }}</td>
+								</tr>
+							</tbody>
+						</table>
+					</div>
+					<div class="col-md-1">
+						<div id="sparkline"></div>
+					</div>
+				</div>
+			</li>
+
+            <li class="list-group-item py-0">
+				<br>
+				<div class="mb-3">
+					Tags:
+					{% for tag in dict_object["metadata"]['tags'] %}
+						<button class="btn btn-{{ bootstrap_label[loop.index0 % 5] }}" data-toggle="modal" data-target="#edit_tags_modal"
+						data-tagid="{{ tag }}" data-objtype="cookie-name" data-objsubtype="" data-objid="{{ dict_object["correlation_id"] }}">
+							{{ tag }}
+						</button>
+					{%  endfor %}
+					<button type="button" class="btn btn-light" data-toggle="modal" data-target="#add_tags_modal">
+          	            <i class="far fa-plus-square"></i>
+                    </button>
+				</div>
+			</li>
+		</ul>
+
+		{% with obj_type='cookie-name', obj_id=dict_object['correlation_id'], obj_subtype='' %}
+			{% include 'modals/investigations_register_obj.html' %}
+		{% endwith %}
+		<button type="button" class="btn btn-primary" data-toggle="modal" data-target="#investigations_register_obj_modal">
+			<i class="fas fa-microscope"></i> Investigations
+		</button>
+
+	</div>
+</div>
+

var/www/templates/correlation/show_correlation.html

@@ -541,6 +541,15 @@ d3.json(url)
 					.on("drag", dragged)
 					.on("end", drag_end));
 
+    /*
+    node.append("image")
+    .attr("xlink:href", "https://circl.lu/assets/images/circl-logo.png")
+    .attr("height", 20)
+    .attr("width", 20)
+    .attr("x", -10)
+    .attr("y", -10);
+
+     */
 
 	node.append("circle")
 			.attr("r", function(d) {

var/www/templates/correlation/show_relationship.html

@@ -0,0 +1,719 @@
+<!DOCTYPE html>
+<html>
+
+	<head>
+	  <meta charset="utf-8">
+
+	  <title>AIL - framework</title>
+		<link rel="icon" href="{{ url_for('static', filename='image/ail-icon.png') }}">
+
+	  <!-- Core CSS -->
+		<link href="{{ url_for('static', filename='css/bootstrap4.min.css') }}" rel="stylesheet">
+		<link href="{{ url_for('static', filename='css/font-awesome.min.css') }}" rel="stylesheet">
+
+	  <!-- JS -->
+		<script src="{{ url_for('static', filename='js/jquery.js')}}"></script>
+		<script src="{{ url_for('static', filename='js/helper.js')}}"></script>
+		<script src="{{ url_for('static', filename='js/popper.min.js')}}"></script>
+		<script src="{{ url_for('static', filename='js/bootstrap4.min.js')}}"></script>
+		<script src="{{ url_for('static', filename='js/d3.min.js') }}"></script>
+
+		<style>
+		.icon_legend {
+			color: #0c5460;
+			background-color: #bee5eb;
+		}
+
+		line.link {
+			stroke: #666;
+		}
+		line.link:hover{
+			stroke: red;
+			stroke-width: 2px;
+		}
+		.node {
+			pointer-events: all;
+		}
+
+		circle {
+			stroke: none;
+		}
+
+		.graph_text_node {
+			font: 8px sans-serif;
+			pointer-events: none;
+		}
+
+		.graph_node_icon {
+			pointer-events: none;
+		}
+
+		.node text {
+			font: 8px sans-serif;
+			pointer-events: auto;
+		}
+
+		div.tooltip_graph {
+			position: absolute;
+			text-align: center;
+			padding: 2px;
+			font: 12px sans-serif;
+			background: #ebf4fb;
+			border: 2px solid #b7ddf2;
+			border-radius: 8px;
+			pointer-events: none;
+			color: #000000;
+		}
+
+        .pixelated {
+            image-rendering: pixelated;
+        }
+
+        .blured {
+            filter: blur(5px);
+        }
+
+		.graph_panel {
+			padding: unset;
+		}
+
+		.line_graph {
+		  fill: none;
+		  stroke: steelblue;
+		  stroke-width: 2px;
+			stroke-linejoin: round;
+			stroke-linecap: round;
+			stroke-width: 1.5;
+			/*attr('stroke', '#bcbd22').*/
+		}
+		</style>
+	</head>
+	<body>
+
+		{% include 'nav_bar.html' %}
+
+		<div class="container-fluid">
+			<div class="row">
+
+				{% include 'sidebars/sidebar_objects.html' %}
+
+				<div class="col-12 col-lg-10" id="core_content">
+
+					{% if dict_object["object_type"] == "pgp" %}
+						{% include 'correlation/metadata_card_pgp.html' %}
+					{% elif dict_object["object_type"] == "cryptocurrency" %}
+						{% include 'correlation/metadata_card_cryptocurrency.html' %}
+					{% elif dict_object["object_type"] == "username" %}
+							{% include 'correlation/metadata_card_username.html' %}
+					{% elif dict_object["object_type"] == "decoded" %}
+						{% include 'correlation/metadata_card_decoded.html' %}
+                    {% elif dict_object["object_type"] == "chat" %}
+						{% include 'correlation/metadata_card_chat.html' %}
+                    {% elif dict_object["object_type"] == "cve" %}
+						{% include 'correlation/metadata_card_cve.html' %}
+					{% elif dict_object["object_type"] == "domain" %}
+						{% include 'correlation/metadata_card_domain.html' %}
+					{% elif dict_object["object_type"] == "screenshot" %}
+						{% include 'correlation/metadata_card_screenshot.html' %}
+                    {% elif dict_object["object_type"] == "title" %}
+						{% include 'correlation/metadata_card_title.html' %}
+                    {% elif dict_object["object_type"] == "cookie-name" %}
+						{% include 'correlation/metadata_card_cookie_name.html' %}
+                    {% elif dict_object["object_type"] == "etag" %}
+						{% include 'correlation/metadata_card_etag.html' %}
+                    {% elif dict_object["object_type"] == "hhhash" %}
+						{% include 'correlation/metadata_card_hhhash.html' %}
+					{% elif dict_object["object_type"] == "item" %}
+						{% include 'correlation/metadata_card_item.html' %}
+					{% endif %}
+
+					<div class="row">
+						<div class="col-xl-10">
+
+							<div class="card mb-3">
+								<div class="card-header">
+									<i class="fas fa-project-diagram"></i> Graph
+									<span class="float-right">
+                                        <div class="card border-secondary">
+                                            <div class="card-body py-2">
+                                                <div class="row">
+                                                    <div class="col-md-3 text-center px-0">
+                                                        <button class="btn btn-sm btn-secondary" onclick="blur_slider_correlation.val(0);blur_tooltip();">
+                                                            <i class="fas fa-eye-slash"></i>
+      										                <span class="label-icon">Hide</span>
+                                                        </button>
+                                                    </div>
+                                                    <div class="col-md-6 text-center pl-0 pt-1">
+                                                        <input type="range" min="0" max="15" step="0.1" value="10" id="blur-slider-correlation">
+                                                    </div>
+                                                    <div class="col-md-3 text-center">
+                                                        <button class="btn btn-sm btn-secondary" onclick="blur_slider_correlation.val(15);blur_tooltip();">
+                                                            <i class="fas fa-image"></i>
+                                                            <span class="label-icon">Full</span>
+                                                        </button>
+                                                    </div>
+                                                </div>
+                                            </div>
+                                        </div>
+                                    </span>
+{#                                    <span class="float-right mx-1">#}
+{#										{% if dict_object["object_type"] != "" %}#}
+{#											{% with obj_type=dict_object["object_type"], obj_id=dict_object["correlation_id"], obj_subtype=dict_object["metadata"]["type_id"],obj_lvl=1%}#}
+{#                                                {% include 'import_export/block_add_user_object_to_export.html' %}#}
+{#                                            {% endwith %}#}
+{#										{% endif %}#}
+{#                                    </span>#}
+                                    <span class="float-right mt-2">
+										<button class="btn btn-primary py-1" onclick="resize_graph();">
+											<i class="fas fa-sync"></i>&nbsp;Resize Graph
+										</button>
+									</span>
+                                    <span class="float-right mt-2 mx-1">
+										<button class="btn btn-primary py-1" onclick="reset_graph();">
+											<i class="fas fa-undo"></i>&nbsp;Reset Graph
+										</button>
+									</span>
+                                    <div id="incomplete_graph" class="text-danger mt-3">
+                                        <i class="fas fa-exclamation-triangle"></i>&nbsp;Graph Incomplete, Max Nodes Reached.
+                                    </div>
+								</div>
+								<div class="card-body graph_panel">
+									<div id="graph_loading" class="ml-3 mt-3">
+										<div class="spinner-border text-secondary" role="status">
+											<span class="sr-only">Loading...</span>
+										</div>
+										<span>Loading...</span>
+									</div>
+									<div id="graph">
+									</div>
+								</div>
+							</div>
+
+{#                            <p>Press <b>H</b> on an object / node to hide it.</p>#}
+{#                            {% if dict_object["hidden"] %}#}
+{#                                <h5>Hidden objects:</h5>#}
+{#                                {% for obj_hidden in dict_object["hidden"] %}#}
+{#                                    {{ obj_hidden }} <br>#}
+{#                                {% endfor %}#}
+{#                            {% endif %}#}
+
+						</div>
+
+						<div class="col-xl-2">
+
+							<div class="card mb-3">
+								<div class="card-body text-center px-0 py-0">
+
+									<ul class="list-group">
+                                        <li class="list-group-item list-group-item-info">Relationship</li>
+                                        <form action="{{ url_for('correlation.show_relationship') }}" method="post">
+
+                                            <input type="hidden" id="obj_type" name="obj_type" value="{{ dict_object["object_type"] }}">
+                                            <input type="hidden" id="subtype" name="subtype" value="{{ dict_object["metadata"]["type_id"] }}">
+                                            <input type="hidden" id="obj_id" name="obj_id" value="{{ dict_object["correlation_id"] }}">
+
+{#                                        <li class="list-group-item text-left">#}
+{#                                                <div class="form-check">#}
+{#                                                    <input class="form-check-input" type="checkbox" value="True" id="forwardCheck" name="forwardCheck" {%if "forward" in dict_object["filter"]%}checked{%endif%}>#}
+{#                                                    <label class="form-check-label" for="forwardCheck">Forwards</label>#}
+{#                                                </div>#}
+{#                                                <div class="form-check">#}
+{#                                                    <input class="form-check-input" type="checkbox" value="True" id="mentionCheck" name="mentionCheck" {%if "mention" in dict_object["filter"]%}checked{%endif%}>#}
+{#                                                    <label class="form-check-label" for="mentionCheck">Mentions</label>#}
+{#                                                </div>#}
+{##}
+{#                                        </li>#}
+                                        <li class="list-group-item text-left">
+
+                                            <div class="form-group">
+                                                <label for="max_nb_nodes_in">Correlation Depth:</label>
+                                                <input class="form-control" type="number" value="{{dict_object["level"]}}" min="0" id="level" name="level">
+                                            </div>
+
+
+                                        </li>
+                                        <li class="list-group-item text-left">
+
+                                            <div class="form-group">
+                                                <label for="max_nb_nodes_in">Max number of nodes:</label>
+                                                <input class="form-control" type="number" value="{{dict_object["max_nodes"]}}" min="0" id="max_nb_nodes_in" name="max_nb_nodes_in">
+                                            </div>
+
+                                            <div class="text-center">
+                                                <input class="btn btn-primary" type="submit" value="Redraw Graph">
+                                            </div>
+
+
+                                        </li>
+                                        </form>
+									</ul>
+
+									<ul class="list-group">
+                                        <li class="list-group-item list-group-item-info"><i class="fas fa-info-circle fa-2x"></i></li>
+                                        <li class="list-group-item text-left">
+                                            <p>Double click on a node to open this object<br><br>
+                                                <svg height="26" width="26">
+                                                    <g class="nodes">
+                                                        <circle cx="13" cy="13" r="13" fill="orange"></circle>
+													</g>
+												</svg>
+                                                Current Object<br>
+                                            </p>
+                                        </li>
+                                    </ul>
+                                    <ul class="list-group">
+                                        <li class="list-group-item list-group-item-secondary"><i class="fas fa-project-diagram"></i> Direct Relationships</li>
+                                        <li class="list-group-item text-left">
+                                            {% for relationship in  dict_object['nb_relation'] %}
+                                                <div class="row">
+                                                    <div class="col-8">
+                                                        {{ relationship }}
+                                                    </div>
+                                                    <div class="col-4">
+                                                        <span class="badge badge-primary">{{ dict_object['nb_relation'][relationship] }}</span>
+                                                    </div>
+                                                </div>
+                                            {% endfor %}
+                                        </li>
+                                    </ul>
+
+								</div>
+							</div>
+						</div>
+					</div>
+
+					<div class="row">
+						<div class="col-xl-10">
+
+							{% include 'correlation/legend_graph_correlation.html' %}
+
+						</div>
+					</div>
+
+
+
+                    <div class="card my-2">
+                        <div class="card-header bg-light">
+                            <h4><i class="fas fa-tags"></i> Tags All Objects</h4>
+                        </div>
+                        <div class="card-body">
+                            <form action="{{ url_for('correlation.correlation_tags_add') }}" method='post' onsubmit="SubmitAddTags();">
+                                <input type="hidden" id="tag_obj_type" name="tag_obj_type" value="{{ dict_object["object_type"] }}">
+                                <input type="hidden" id="tag_subtype" name="tag_subtype" value="{{ dict_object["metadata"]["type_id"] }}">
+                                <input type="hidden" id="tag_obj_id" name="tag_obj_id" value="{{ dict_object["correlation_id"] }}">
+                                <input type="hidden" id="tag_level" name="tag_level" value="{{dict_object["level"]}}">
+                                <input type="hidden" id="tag_nb_max" name="tag_nb_max" value="{{dict_object["max_nodes"]}}">
+                                <input type="hidden" id="filter" name="tag_filter" value="{{dict_object["filter_str"]}}">
+                                <input type="hidden" id="tag_hidden" name="tag_hidden" value="{{dict_object["hidden_str"]}}">
+                                {% include 'tags/block_tags_selector.html' %}
+                                <button class="btn btn-primary mt-2">
+									<i class="fas fa-tag"></i> Add Tags
+                                </button>
+                            </form>
+                        </div>
+                    </div>
+
+				</div>
+			</div>
+		</div>
+
+<script>
+
+var all_graph = {};
+$(document).ready(function(){
+        $("#incomplete_graph").hide();
+		$("#page-Decoded").addClass("active");
+
+		all_graph.node_graph = create_graph("{{ url_for('correlation.relationships_graph_node_json') }}?id={{ dict_object["correlation_id"] }}&type={{ dict_object["object_type"] }}&level={{ dict_object["level"] }}&filter={{ dict_object["filter_str"] }}&max_nodes={{dict_object["max_nodes"]}}{% if 'type_id' in dict_object["metadata"] %}&subtype={{ dict_object["metadata"]["type_id"] }}{% endif %}&hidden={{ dict_object["hidden_str"] }}");
+		all_graph.onResize();
+});
+
+const blur_slider_correlation = $('#blur-slider-correlation');
+function blur_tooltip(){
+    var image = $('#tooltip_screenshot_correlation')[0];
+    if (image) {
+        var blurValue = $('#blur-slider-correlation').val();
+        blurValue = 15 - blurValue;
+        image.style.filter = "blur(" + blurValue + "px)";
+    }
+}
+
+$(window).on("resize", function() {
+		all_graph.onResize();
+});
+
+function toggle_sidebar(){
+	if($('#nav_menu').is(':visible')){
+		$('#nav_menu').hide();
+		$('#side_menu').removeClass('border-right')
+		$('#side_menu').removeClass('col-lg-2')
+		$('#core_content').removeClass('col-lg-10')
+	}else{
+		$('#nav_menu').show();
+		$('#side_menu').addClass('border-right')
+		$('#side_menu').addClass('col-lg-2')
+		$('#core_content').addClass('col-lg-10')
+	}
+}
+
+function SubmitAddTags() {
+	var tags = ltags.getValue();
+	var tagsgalaxy = ltagsgalaxies.getValue();
+	$('#ltags').val(tags);
+	$('#ltagsgalaxies').val(tagsgalaxy);
+	return true;
+}
+</script>
+
+<script>
+	function resize_graph() {
+		zoom.translateTo(svg_node, 200, 200);
+		zoom.scaleTo(svg_node, 2);
+	}
+
+    function reset_graph() {
+        window.location.href = "{{ url_for('correlation.show_relationship') }}?type={{ dict_object["type"] }}&subtype={{ dict_object["subtype"] }}&id={{ dict_object["id"] }}"
+    }
+
+</script>
+
+<script>
+var correl_link = "{{ url_for('correlation.show_relationship') }}?type={{ dict_object["type"] }}&subtype={{ dict_object["subtype"] }}&id={{ dict_object["id"] }}&max_nodes={{ dict_object["max_nodes"] }}&level={{ dict_object["level"] }}&filter={{ dict_object["filter_str"] }}"
+{% if 'hidden_str' in dict_object %}
+    correl_link = correl_link + "&hidden={{ dict_object["hidden_str"] }}"
+{% endif %}
+
+var width = 400,
+		height = 400;
+
+var link;
+
+var zoom = d3.zoom()
+	.scaleExtent([.2, 10])
+	.on("zoom", zoomed);
+
+// Loading:
+//$("#graph_loading").show()
+
+//var transform = d3.zoomIdentity;
+
+var color = d3.scaleOrdinal(d3.schemeCategory10);
+
+var div = d3.select("body").append("div")
+		.attr("class", "tooltip_graph")
+		.style("opacity", 0);
+
+var simulation = d3.forceSimulation()
+		.force("link", d3.forceLink().id(function(d) { return d.id; }))
+		.force("charge", d3.forceManyBody())
+		.force("center", d3.forceCenter(width / 2, height / 2));
+		//.on("tick", ticked);
+
+var currentObject = null;
+
+var svg_node = d3.select("#graph").append("svg")
+		.attr("id", "graph_div")
+		.attr("width", width)
+		.attr("height", height)
+		.call(d3.zoom().scaleExtent([1, 8]).on("zoom", zoomed))
+		.on("dblclick.zoom", null)
+
+var container_graph = svg_node.append("g");
+		//.attr("transform", "translate(40,0)")
+		//.attr("transform", "scale(2)");
+
+
+function create_graph(url){
+
+d3.json(url)
+.then(function(data){
+
+    // ----------------------------------------------------------------------------------
+    svg_node.append("defs").selectAll("marker")
+        .data(["end"])      // Different link/path types can be defined here
+    .enter().append("marker")
+        .attr("id", String)
+        .attr("viewBox", "0 -5 10 10")
+        .attr("refX", 25)   // Controls the distance of the marker from the node
+        .attr("refY", 0)
+        .attr("markerWidth", 6)
+        .attr("markerHeight", 6)
+        .attr("orient", "auto")
+    .append("path")
+        .attr("d", "M0,-5L10,0L0,5");
+    // ----------------------------------------------------------------------------------
+
+	var link = container_graph.append("g")
+        /*.selectAll("line")
+        .data(data.links)
+        .enter().append("line")
+            .attr("class", "link")
+            .attr("marker-end", "url(#end)");*/
+        .selectAll("g")
+        .data(data.links)
+        .enter().append("g");
+    link.append("line")
+        .attr("class", "link")
+        .attr("marker-end", "url(#end)")
+    link.append("text")
+        .attr("class", "link-label")
+        .style("font-size", "6px")
+        .text(function(d) { return d.relationship; })
+
+
+		//.attr("stroke-width", function(d) { return Math.sqrt(d.value); })
+
+	var node = container_graph.selectAll(".node")
+				.data(data.nodes)
+			.enter().append("g")
+			.attr("class", "nodes")
+			.on("dblclick", doubleclick)
+			.on("click", click)
+			.on("mouseover", mouseovered)
+			.on("mouseout", mouseouted)
+			.call(d3.drag()
+					.on("start", drag_start)
+					.on("drag", dragged)
+					.on("end", drag_end));
+
+    /*
+    node.append("image")
+    .attr("xlink:href", "https://circl.lu/assets/images/circl-logo.png")
+    .attr("height", 20)
+    .attr("width", 20)
+    .attr("x", -10)
+    .attr("y", -10);
+
+     */
+
+	node.append("circle")
+			.attr("r", function(d) {
+				return (d.style.node_radius);})
+			.attr("fill", function(d) {
+					return d.style.node_color;});
+
+	node.append('text')
+		  .attr('text-anchor', 'middle')
+		  .attr('dominant-baseline', 'central')
+		  .attr("class", function(d) {
+				return "graph_node_icon " + d.style.icon_class
+			})
+    	.attr('font-size', '8px' )
+			.attr('pointer-events', 'none')
+    	.text(function(d) {
+				//if(d.hash){
+					return d.style.icon_text
+				//}
+			});
+
+	zoom.translateTo(svg_node, 200, 200);
+	zoom.scaleTo(svg_node, 2);
+
+/*	node.append("text")
+		      .attr("dy", 3)
+					.attr("dx", 7)
+					.attr("class", "graph_text_node")
+		      //.style("text-anchor", function(d) { return d.children ? "end" : "start"; })
+		      .text(function(d) { return d.id; });*/
+
+	simulation
+			.nodes(data.nodes)
+			.on("tick", ticked);
+
+	simulation.force("link")
+			.links(data.links);
+
+	function ticked() {
+		link.select("line")
+				.attr("x1", function(d) { return d.source.x; })
+				.attr("y1", function(d) { return d.source.y; })
+				.attr("x2", function(d) { return d.target.x; })
+				.attr("y2", function(d) { return d.target.y; });
+
+        link.select("text")
+            .attr("x", function(d) {
+                return (d.source.x + d.target.x) / 2;
+            })
+            .attr("y", function(d) {
+                return (d.source.y + d.target.y) / 2;
+            });
+
+		/*node
+				.attr("cx", function(d) { return d.x; })
+				.attr("cy", function(d) { return d.y; });*/
+		node.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; });
+	}
+
+	// Loading ...
+	$("#graph_loading").remove();
+
+    if (!data.meta.complete){
+        $("#incomplete_graph").show();
+    }
+
+    d3.select("body").on("keypress", keypressed)
+
+
+
+})
+.catch(function(error) {
+				$("#graph_loading").remove()
+				svg_node.remove();
+				d3.select("#graph").append("div")
+													 .text(error);
+		});
+}
+
+function zoomed() {
+	container_graph.attr("transform", d3.event.transform);
+}
+
+function doubleclick (d) {
+	window.open(d.url, '_blank');
+}
+
+function keypressed () {
+    //console.log(d3.event.keyCode)
+    //console.log(currentObject.id)
+    // hide node, H or h key
+    if ((d3.event.keyCode === 72 || d3.event.keyCode === 104) && currentObject) {
+        window.location.href = correl_link + "&hide=" + currentObject.id
+    }
+
+}
+
+function click (d) {
+console.log('clicked')
+}
+
+function drag_start(d) {
+if (!d3.event.active) simulation.alphaTarget(0.3).restart();
+d.fx = d.x;
+d.fy = d.y;
+}
+
+function dragged(d) {
+d.fx = d3.event.x;
+d.fy = d3.event.y;
+}
+
+function drag_end(d) {
+if (!d3.event.active) simulation.alphaTarget(0);
+d.fx = d.x;
+d.fy = d.y;
+}
+
+function mouseovered(d) {
+
+currentObject = d;
+
+var d3_pageX = d3.event.pageX;
+var d3_pageY = d3.event.pageY;
+
+if (d.popover) {
+	div.html(d.popover)
+		.style("left", (d3_pageX) + "px")
+		.style("top", (d3_pageY - 28) + "px");
+
+	div.transition()
+		.duration(200)
+		.style("opacity", 1);
+    blur_tooltip();
+} else {
+
+		var pop_header = "<div class=\"card text-white\" style=\"max-width: 25rem;\"><div class=\"card-header bg-dark pb-0 border-white\"><h6>"+ sanitize_text(d.text) +"</h6></div>"
+		var spinner = "<div class=\"card-body bg-dark pt-0\"><div class=\"spinner-border text-warning\" role=\"status\"></div> Loading...</div>"
+
+		div.html(pop_header + spinner)
+			.style("left", (d3_pageX) + "px")
+			.style("top", (d3_pageY - 28) + "px");
+
+		div.transition()
+			.duration(200)
+			.style("opacity", 1);
+
+		$.getJSON("{{ url_for('correlation.get_description') }}?object_id="+ d.id,
+				function(data){
+					var desc = pop_header + "<div class=\"card-body bg-dark pb-1 pt-2\"><dl class=\"row py-0 my-0\">"
+					Object.keys(data).forEach(function(key) {
+						if (key=="status") {
+							desc = desc + "<dt class=\"col-sm-3 px-0\">status</dt><dd class=\"col-sm-9 px-0\"><div class=\"badge badge-pill badge-light flex-row-reverse\" style=\"color:"
+							if (data["status"]) {
+								desc = desc + "Green"
+							} else {
+								desc = desc + "Red"
+							}
+							desc = desc + ";\"><i class=\"fas "
+							if (data["status"]) {
+								desc = desc + "fa-check-circle\"></i>UP"
+							} else {
+								desc = desc + "fa-times-circle\"></i>DOWN"
+							}
+							desc = desc + "</div></dd>"
+						} else if (key!="tags" && key!="id" && key!="img" && key!="icon" && key!="link" && key!="type") {
+							desc = desc + "<dt class=\"col-sm-3 px-0\">" + sanitize_text(key) + "</dt><dd class=\"col-sm-9 px-0\">" + sanitize_text(data[key]) + "</dd>"
+						}
+					});
+					desc = desc + "</dl>"
+
+                    if (data["tags"]) {
+						data["tags"].forEach(function(tag) {
+							desc = desc + "<span class=\"badge badge-warning\">"+ sanitize_text(tag) +"</span>";
+						});
+					}
+
+					if (data["img"]) {
+                        if (data["tags_safe"]) {
+                            if (data["type"] === "screenshot") {
+						        desc = desc + "<img src={{ url_for('objects_item.screenshot', filename="") }}"
+                            } else {
+                                desc = desc + "<img src={{ url_for('objects_image.image', filename="") }}"
+                            }
+                            desc = desc + data["img"] +" class=\"img-thumbnail blured\" id=\"tooltip_screenshot_correlation\" style=\"\"/>";
+                        } else {
+                            desc = desc + "<span class=\"my-2 fa-stack fa-4x\"><i class=\"fas fa-stack-1x fa-image\"></i><i class=\"fas fa-stack-2x fa-ban\" style=\"color:Red\"></i></span>";
+                        }
+					}
+
+					desc = desc + "</div></div>"
+					div.html(desc)
+					 	.style("left", (d3_pageX) + "px")
+					 	.style("top", (d3_pageY - 28) + "px");
+					d.popover = desc
+
+                    if (data["img"]) {
+                        blur_tooltip();
+                    }
+
+				})
+				.fail(function(error) {
+					desc = pop_header + "<div class=\"card-body bg-dark pt-0\"><i class=\"fas fa-3x fa-times text-danger\"></i>"+ error.statusText +"</div>"
+					div.html(desc)
+					 	.style("left", (d3_pageX) + "px")
+					 	.style("top", (d3_pageY - 28) + "px");
+				});
+		}
+}
+
+function mouseouted() {
+    currentObject = null;
+
+	div.transition()
+		.duration(500)
+		.style("opacity", 0);
+        //link.select("line")
+}
+
+all_graph.onResize = function () {
+	var aspect = 1000 / 500, all_graph = $("#graph_div");
+	var targetWidth = all_graph.parent().width();
+	all_graph.attr("width", targetWidth);
+	all_graph.attr("height", targetWidth / aspect);
+}
+
+window.all_graph = all_graph;
+</script>
+
+        </body>
+
+</html>