chg: [chats] add image object + show message image

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terrtia 2023-11-15 14:12:50 +01:00
parent 7bf0fe8992
commit 4142ad9884
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16 changed files with 988 additions and 48 deletions

1
.gitignore vendored
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@ -16,6 +16,7 @@ tlsh
Blooms
PASTES
CRAWLED_SCREENSHOT
IMAGES
BASE64
HASHS
DATA_ARDB

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@ -62,6 +62,9 @@ class DefaultFeeder:
"""
return self.json_data.get('data')
def get_obj_type(self):
return self.json_data.get('type', 'item')
## OVERWRITE ME ##
def get_obj(self):
"""

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@ -20,6 +20,7 @@ sys.path.append(os.environ['AIL_BIN'])
from importer.feeders.Default import DefaultFeeder
from lib.objects.Chats import Chat
from lib.objects import ChatSubChannels
from lib.objects import Images
from lib.objects import Messages
from lib.objects import UsersAccount
from lib.objects.Usernames import Username
@ -70,7 +71,7 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
def get_chat_id(self): # TODO RAISE ERROR IF NONE
return self.json_data['meta']['chat']['id']
def get_channel_id(self):
def get_subchannel_id(self):
pass
def get_subchannels(self):
@ -114,19 +115,29 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
timestamp = self.get_message_timestamp()
#### Create Object ID ####
chat_id = str(self.json_data['meta']['chat']['id'])
message_id = str(self.json_data['meta']['id'])
chat_id = self.get_chat_id()
message_id = self.get_message_id()
# channel id
# thread id
# TODO sanitize obj type
obj_type = self.get_obj_type()
print(obj_type)
if obj_type == 'image':
self.obj = Images.Image(self.json_data['data-sha256'])
else:
obj_id = Messages.create_obj_id(self.get_chat_instance_uuid(), chat_id, message_id, timestamp)
self.obj = Messages.Message(obj_id)
return self.obj
def process_chat(self, message, date, timestamp, reply_id=None): # TODO threads
meta = self.json_data['meta']['chat']
def process_chat(self, obj, date, timestamp, reply_id=None): # TODO threads
meta = self.json_data['meta']['chat'] # todo replace me by function
chat = Chat(self.get_chat_id(), self.get_chat_instance_uuid())
chat.add(date) # TODO ### Dynamic subtype ???
# date stat + correlation
chat.add(date, obj)
if meta.get('name'):
chat.set_name(meta['name'])
@ -142,10 +153,12 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
chat.update_username_timeline(username.get_global_id(), timestamp)
if meta.get('subchannel'):
subchannel = self.process_subchannel(message, date, timestamp, reply_id=reply_id)
subchannel = self.process_subchannel(obj, date, timestamp, reply_id=reply_id)
chat.add_children(obj_global_id=subchannel.get_global_id())
else:
chat.add_message(message.get_global_id(), self.get_message_id(), timestamp, reply_id=reply_id)
if obj.type == 'message':
chat.add_message(obj.get_global_id(), self.get_message_id(), timestamp, reply_id=reply_id)
# if meta.get('subchannels'): # TODO Update icon + names
@ -154,9 +167,11 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
# def process_subchannels(self):
# pass
def process_subchannel(self, message, date, timestamp, reply_id=None): # TODO CREATE DATE
def process_subchannel(self, obj, date, timestamp, reply_id=None): # TODO CREATE DATE
meta = self.json_data['meta']['chat']['subchannel']
subchannel = ChatSubChannels.ChatSubChannel(f'{self.get_chat_id()}/{meta["id"]}', self.get_chat_instance_uuid())
# TODO correlation with obj = message/image
subchannel.add(date)
if meta.get('date'): # TODO check if already exists
@ -169,13 +184,17 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
if meta.get('info'):
subchannel.set_info(meta['info'])
subchannel.add_message(message.get_global_id(), self.get_message_id(), timestamp, reply_id=reply_id)
if obj.type == 'message':
subchannel.add_message(obj.get_global_id(), self.get_message_id(), timestamp, reply_id=reply_id)
return subchannel
def process_sender(self, date, timestamp):
def process_sender(self, obj, date, timestamp):
meta = self.json_data['meta']['sender']
user_account = UsersAccount.UserAccount(meta['id'], self.get_chat_instance_uuid())
# date stat + correlation
user_account.add(date, obj)
if meta.get('username'):
username = Username(meta['username'], self.get_chat_protocol())
# TODO timeline or/and correlation ????
@ -214,27 +233,47 @@ class AbstractChatFeeder(DefaultFeeder, ABC):
# TODO Translation
# Content
content = self.get_message_content()
print(self.obj.type)
message = Messages.create(self.obj.id, content) # TODO translation
# get object by meta object type
if self.obj.type == 'message':
# Content
obj = Messages.create(self.obj.id, self.get_message_content()) # TODO translation
else:
chat_id = self.get_chat_id()
message_id = self.get_message_id()
message_id = Messages.create_obj_id(self.get_chat_instance_uuid(), chat_id, message_id, timestamp)
message = Messages.Message(message_id)
if message.exists():
obj = Images.create(self.get_message_content())
obj.add(date, message)
obj.set_parent(obj_global_id=message.get_global_id())
else:
obj = None
if obj:
# CHAT
chat = self.process_chat(message, date, timestamp, reply_id=reply_id)
chat = self.process_chat(obj, date, timestamp, reply_id=reply_id)
# SENDER # TODO HANDLE NULL SENDER
user_account = self.process_sender(date, timestamp)
user_account = self.process_sender(obj, date, timestamp)
# UserAccount---Message
user_account.add(date, obj=message)
# UserAccount---Chat
user_account.add_correlation(chat.type, chat.get_subtype(r_str=True), chat.id)
# if chat: # TODO Chat---Username correlation ???
# # Chat---Username
# # Chat---Username => need to handle members and participants
# chat.add_correlation(username.type, username.get_subtype(r_str=True), username.id)
# TODO Sender image -> correlation
# image
# -> subchannel ?
# -> thread id ?

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@ -16,8 +16,8 @@ r_serv_db = config_loader.get_db_conn("Kvrocks_DB")
r_object = config_loader.get_db_conn("Kvrocks_Objects")
config_loader = None
AIL_OBJECTS = sorted({'chat', 'cookie-name', 'cve', 'cryptocurrency', 'decoded', 'domain', 'etag', 'favicon', 'hhhash', 'item',
'message', 'pgp', 'screenshot', 'title', 'user-account', 'username'})
AIL_OBJECTS = sorted({'chat', 'cookie-name', 'cve', 'cryptocurrency', 'decoded', 'domain', 'etag', 'favicon', 'hhhash',
'item', 'image', 'message', 'pgp', 'screenshot', 'title', 'user-account', 'username'})
def get_ail_uuid():
ail_uuid = r_serv_db.get('ail:uuid')

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@ -41,7 +41,7 @@ config_loader = None
##################################
CORRELATION_TYPES_BY_OBJ = {
"chat": ["user-account"], # message or direct correlation like cve, bitcoin, ... ???
"chat": ["image", "user-account"], # message or direct correlation like cve, bitcoin, ... ???
"cookie-name": ["domain"],
"cryptocurrency": ["domain", "item", "message"],
"cve": ["domain", "item", "message"],
@ -50,8 +50,9 @@ CORRELATION_TYPES_BY_OBJ = {
"etag": ["domain"],
"favicon": ["domain", "item"], # TODO Decoded
"hhhash": ["domain"],
"image": ["chat", "message", "user-account"],
"item": ["cve", "cryptocurrency", "decoded", "domain", "favicon", "pgp", "screenshot", "title", "username"], # chat ???
"message": ["cve", "cryptocurrency", "decoded", "pgp", "user-account"], # chat ??
"message": ["cve", "cryptocurrency", "decoded", "image", "pgp", "user-account"], # chat ??
"pgp": ["domain", "item", "message"],
"screenshot": ["domain", "item"],
"title": ["domain", "item"],

135
bin/lib/objects/Images.py Executable file
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@ -0,0 +1,135 @@
#!/usr/bin/env python3
# -*-coding:UTF-8 -*
import base64
import os
import sys
from hashlib import sha256
from io import BytesIO
from flask import url_for
from pymisp import MISPObject
sys.path.append(os.environ['AIL_BIN'])
##################################
# Import Project packages
##################################
from lib.ConfigLoader import ConfigLoader
from lib.objects.abstract_daterange_object import AbstractDaterangeObject, AbstractDaterangeObjects
config_loader = ConfigLoader()
r_serv_metadata = config_loader.get_db_conn("Kvrocks_Objects")
IMAGE_FOLDER = config_loader.get_files_directory('images')
config_loader = None
class Image(AbstractDaterangeObject):
"""
AIL Screenshot Object. (strings)
"""
# ID = SHA256
def __init__(self, image_id):
super(Image, self).__init__('image', image_id)
# def get_ail_2_ail_payload(self):
# payload = {'raw': self.get_gzip_content(b64=True),
# 'compress': 'gzip'}
# return payload
# # WARNING: UNCLEAN DELETE /!\ TEST ONLY /!\
def delete(self):
# # TODO:
pass
def exists(self):
return os.path.isfile(self.get_filepath())
def get_link(self, flask_context=False):
if flask_context:
url = url_for('correlation.show_correlation', type=self.type, id=self.id)
else:
url = f'{baseurl}/correlation/show?type={self.type}&id={self.id}'
return url
def get_svg_icon(self):
return {'style': 'far', 'icon': '\uf03e', 'color': '#E1F5DF', 'radius': 5}
def get_rel_path(self):
rel_path = os.path.join(self.id[0:2], self.id[2:4], self.id[4:6], self.id[6:8], self.id[8:10], self.id[10:12], self.id[12:])
return rel_path
def get_filepath(self):
filename = os.path.join(IMAGE_FOLDER, self.get_rel_path())
return os.path.realpath(filename)
def get_file_content(self):
filepath = self.get_filepath()
with open(filepath, 'rb') as f:
file_content = BytesIO(f.read())
return file_content
def get_content(self, r_type='str'):
return self.get_file_content()
def get_misp_object(self):
obj_attrs = []
obj = MISPObject('file')
obj_attrs.append(obj.add_attribute('sha256', value=self.id))
obj_attrs.append(obj.add_attribute('attachment', value=self.id, data=self.get_file_content()))
for obj_attr in obj_attrs:
for tag in self.get_tags():
obj_attr.add_tag(tag)
return obj
def get_meta(self, options=set()):
meta = self._get_meta(options=options)
meta['id'] = self.id
meta['img'] = self.id
meta['tags'] = self.get_tags(r_list=True)
if 'content' in options:
meta['content'] = self.get_content()
if 'tags_safe' in options:
meta['tags_safe'] = self.is_tags_safe(meta['tags'])
return meta
def create(self, content):
filepath = self.get_filepath()
dirname = os.path.dirname(filepath)
if not os.path.exists(dirname):
os.makedirs(dirname)
with open(filepath, 'wb') as f:
f.write(content)
def get_screenshot_dir():
return IMAGE_FOLDER
def create(content, size_limit=5000000, b64=False, force=False):
size = (len(content)*3) / 4
if size <= size_limit or size_limit < 0 or force:
if b64:
content = base64.standard_b64decode(content.encode())
image_id = sha256(content).hexdigest()
image = Image(image_id)
if not image.exists():
image.create(content)
return image
class Images(AbstractDaterangeObjects):
"""
CookieName Objects
"""
def __init__(self):
super().__init__('image', Image)
def sanitize_id_to_search(self, name_to_search):
return name_to_search # TODO
# if __name__ == '__main__':
# name_to_search = '29ba'
# print(search_screenshots_by_name(name_to_search))

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@ -88,7 +88,7 @@ class Message(AbstractObject):
def get_timestamp(self):
dirs = self.id.split('/')
return dirs[-2]
return dirs[1]
def get_message_id(self): # TODO optimize
message_id = self.get_basename().rsplit('/', 1)[1]
@ -104,6 +104,14 @@ class Message(AbstractObject):
# TODO get channel ID
# TODO get thread ID
def get_images(self):
images = []
for child in self.get_childrens():
obj_type, _, obj_id = child.split(':', 2)
if obj_type == 'image':
images.append(obj_id)
return images
def get_user_account(self, meta=False):
user_account = self.get_correlation('user-account')
if user_account.get('user-account'):
@ -194,7 +202,7 @@ class Message(AbstractObject):
else:
timestamp = float(timestamp)
timestamp = datetime.fromtimestamp(float(timestamp))
meta['date'] = timestamp.strftime('%Y%/m/%d')
meta['date'] = timestamp.strftime('%Y/%m/%d')
meta['hour'] = timestamp.strftime('%H:%M:%S')
meta['full_date'] = timestamp.isoformat(' ')
@ -222,6 +230,8 @@ class Message(AbstractObject):
meta['user-account'] = {'id': 'UNKNOWN'}
if 'chat' in options:
meta['chat'] = self.get_chat_id()
if 'images' in options:
meta['images'] = self.get_images()
# meta['encoding'] = None
return meta

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@ -128,8 +128,18 @@ class AbstractChatObject(AbstractSubtypeObject, ABC):
def get_nb_messages(self):
return r_object.zcard(f'messages:{self.type}:{self.subtype}:{self.id}')
def _get_messages(self): # TODO paginate
def _get_messages(self, nb=-1, page=1):
if nb < 1:
return r_object.zrange(f'messages:{self.type}:{self.subtype}:{self.id}', 0, -1, withscores=True)
else:
if page > 1:
start = page - 1 + nb
else:
start = 0
messages = r_object.zrevrange(f'messages:{self.type}:{self.subtype}:{self.id}', start, start+nb-1, withscores=True)
if messages:
messages = reversed(messages)
return messages
def get_timestamp_first_message(self):
return r_object.zrange(f'messages:{self.type}:{self.subtype}:{self.id}', 0, 0, withscores=True)
@ -169,15 +179,15 @@ class AbstractChatObject(AbstractSubtypeObject, ABC):
def get_message_meta(self, message, timestamp=None): # TODO handle file message
message = Messages.Message(message[9:])
meta = message.get_meta(options={'content', 'link', 'parent', 'parent_meta', 'user-account'}, timestamp=timestamp)
meta = message.get_meta(options={'content', 'images', 'link', 'parent', 'parent_meta', 'user-account'}, timestamp=timestamp)
return meta
def get_messages(self, start=0, page=1, nb=500, unread=False): # threads ????
def get_messages(self, start=0, page=1, nb=500, unread=False): # threads ???? # TODO ADD last/first message timestamp + return page
# TODO return message meta
tags = {}
messages = {}
curr_date = None
for message in self._get_messages():
for message in self._get_messages(nb=10, page=3):
timestamp = message[1]
date_day = datetime.fromtimestamp(timestamp).strftime('%Y/%m/%d')
if date_day != curr_date:

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@ -71,8 +71,8 @@ class AbstractDaterangeObject(AbstractObject, ABC):
else:
return last_seen
def get_nb_seen(self):
return self.get_nb_correlation('item')
def get_nb_seen(self): # TODO REPLACE ME -> correlation image
return self.get_nb_correlation('item') + self.get_nb_correlation('message')
def get_nb_seen_by_date(self, date):
nb = r_object.zscore(f'{self.type}:date:{date}', self.id)
@ -125,7 +125,7 @@ class AbstractDaterangeObject(AbstractObject, ABC):
def _add_create(self):
r_object.sadd(f'{self.type}:all', self.id)
def _add(self, date, obj):
def _add(self, date, obj): # TODO OBJ=None
if not self.exists():
self._add_create()
self.set_first_seen(date)
@ -134,13 +134,12 @@ class AbstractDaterangeObject(AbstractObject, ABC):
self.update_daterange(date)
update_obj_date(date, self.type)
r_object.zincrby(f'{self.type}:date:{date}', 1, self.id)
if obj:
# Correlations
self.add_correlation(obj.type, obj.get_subtype(r_str=True), obj.get_id())
# Stats NB by day: # TODO Don't increase on reprocess
r_object.zincrby(f'{self.type}:date:{date}', 1, self.id)
if obj.type == 'item':
item_id = obj.get_id()
# domain

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@ -23,6 +23,7 @@ from lib.objects import Etags
from lib.objects.Favicons import Favicon
from lib.objects import HHHashs
from lib.objects.Items import Item, get_all_items_objects, get_nb_items_objects
from lib.objects import Images
from lib.objects.Messages import Message
from lib.objects import Pgps
from lib.objects.Screenshots import Screenshot
@ -70,6 +71,8 @@ def get_object(obj_type, subtype, obj_id):
return Favicon(obj_id)
elif obj_type == 'hhhash':
return HHHashs.HHHash(obj_id)
elif obj_type == 'image':
return Images.Image(obj_id)
elif obj_type == 'message':
return Message(obj_id)
elif obj_type == 'screenshot':

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@ -6,6 +6,7 @@ hash = HASHS
crawled = crawled
har = CRAWLED_SCREENSHOT
screenshot = CRAWLED_SCREENSHOT/screenshot
images = IMAGES
wordtrending_csv = var/www/static/csv/wordstrendingdata
wordsfile = files/wordfile

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@ -51,6 +51,7 @@ from blueprints.objects_cookie_name import objects_cookie_name
from blueprints.objects_etag import objects_etag
from blueprints.objects_hhhash import objects_hhhash
from blueprints.chats_explorer import chats_explorer
from blueprints.objects_image import objects_image
Flask_dir = os.environ['AIL_FLASK']
@ -109,6 +110,7 @@ app.register_blueprint(objects_cookie_name, url_prefix=baseUrl)
app.register_blueprint(objects_etag, url_prefix=baseUrl)
app.register_blueprint(objects_hhhash, url_prefix=baseUrl)
app.register_blueprint(chats_explorer, url_prefix=baseUrl)
app.register_blueprint(objects_image, url_prefix=baseUrl)
# ========= =========#

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@ -0,0 +1,90 @@
#!/usr/bin/env python3
# -*-coding:UTF-8 -*
'''
Blueprint Flask: crawler splash endpoints: dashboard, onion crawler ...
'''
import os
import sys
from flask import Flask, render_template, jsonify, request, Blueprint, redirect, url_for, Response, abort, send_file, send_from_directory
from flask_login import login_required, current_user
# Import Role_Manager
from Role_Manager import login_admin, login_analyst, login_read_only, no_cache
sys.path.append(os.environ['AIL_BIN'])
##################################
# Import Project packages
##################################
from lib.objects import Images
from packages import Date
# ============ BLUEPRINT ============
objects_image = Blueprint('objects_image', __name__, template_folder=os.path.join(os.environ['AIL_FLASK'], 'templates/objects/image'))
# ============ VARIABLES ============
bootstrap_label = ['primary', 'success', 'danger', 'warning', 'info']
# ============ FUNCTIONS ============
@objects_image.route('/image/<path:filename>')
@login_required
@login_read_only
@no_cache
def image(filename):
if not filename:
abort(404)
if not 64 <= len(filename) <= 70:
abort(404)
filename = filename.replace('/', '')
image = Images.Image(filename)
return send_from_directory(Images.IMAGE_FOLDER, image.get_rel_path(), as_attachment=True)
@objects_image.route("/objects/images", methods=['GET'])
@login_required
@login_read_only
def objects_images():
date_from = request.args.get('date_from')
date_to = request.args.get('date_to')
show_objects = request.args.get('show_objects')
date = Date.sanitise_date_range(date_from, date_to)
date_from = date['date_from']
date_to = date['date_to']
if show_objects:
dict_objects = Images.Images().api_get_meta_by_daterange(date_from, date_to)
else:
dict_objects = {}
print(dict_objects)
return render_template("ImageDaterange.html", date_from=date_from, date_to=date_to,
dict_objects=dict_objects, show_objects=show_objects)
@objects_image.route("/objects/images/post", methods=['POST'])
@login_required
@login_read_only
def objects_images_post():
date_from = request.form.get('date_from')
date_to = request.form.get('date_to')
show_objects = request.form.get('show_objects')
return redirect(url_for('objects_image.objects_images', date_from=date_from, date_to=date_to, show_objects=show_objects))
@objects_image.route("/objects/images/range/json", methods=['GET'])
@login_required
@login_read_only
def objects_images_range_json():
date_from = request.args.get('date_from')
date_to = request.args.get('date_to')
date = Date.sanitise_date_range(date_from, date_to)
date_from = date['date_from']
date_to = date['date_to']
return jsonify(Images.Images().api_get_chart_nb_by_daterange(date_from, date_to))
# ============= ROUTES ==============

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@ -35,6 +35,10 @@
height: 2px;
background: #eee;
}
.message_image {
max-width: 50%;
filter: blur(5px);
}
</style>
</head>
@ -147,6 +151,30 @@
{% if chat['messages'] %}
<span class="mt-3">
<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.val(0);blur_images();">
<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" onchange="blur_images();">
</div>
<div class="col-md-3 text-center">
<button class="btn btn-sm btn-secondary" onclick="blur_slider.val(15);blur_images();">
<i class="fas fa-image"></i>
<span class="label-icon">Full</span>
</button>
</div>
</div>
</div>
</div>
</span>
<div class="position-relative">
<div class="chat-messages p-2">
@ -193,6 +221,9 @@
{# </div>#}
</div>
{% endif %}
{% if mess['images'] %}
<img class="message_image mb-1" src="{{ url_for('objects_image.image', filename=mess['images'][0])}}">
{% endif %}
<pre class="my-0">{{ mess['content'] }}</pre>
{% for tag in mess['tags'] %}
<span class="badge badge-{{ bootstrap_label[loop.index0 % 5] }}">{{ tag }}</span>
@ -245,6 +276,17 @@ function toggle_sidebar(){
$('#core_content').addClass('col-lg-10')
}
}
const blur_slider = $('#blur-slider');
function blur_images(){
let blurValue = blur_slider.val();
blurValue = 15 - blurValue;
let images = document.getElementsByClassName('message_image');
for(i = 0; i < images.length; i++) {
images[i].style.filter = "blur(" + blurValue + "px)";
}
}
</script>
@ -405,9 +447,6 @@ d3.json("{{ url_for('chats_explorer.chats_explorer_messages_stats_week') }}?uuid
tooltip.html(d.date + " " + d.hour + "-" + (d.hour + 1) + "h: <b>" + d.count + "</b> messages")
}
const mouseleave = function(d) {
console.log(d)
console.log(d.hour)
console.log(d.day)
tooltip.style("opacity", 0)
d3.select(this)
.style("stroke", "none")

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@ -684,7 +684,12 @@ if (d.popover) {
if (data["img"]) {
if (data["tags_safe"]) {
desc = desc + "<img src={{ url_for('objects_item.screenshot', filename="") }}" + data["img"] +" class=\"img-thumbnail blured\" id=\"tooltip_screenshot_correlation\" style=\"\"/>";
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>";
}

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@ -0,0 +1,602 @@
<!DOCTYPE html>
<html>
<head>
<title>Images - AIL</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">
<link href="{{ url_for('static', filename='css/dataTables.bootstrap.min.css') }}" rel="stylesheet">
<link href="{{ url_for('static', filename='css/daterangepicker.min.css') }}" rel="stylesheet">
<!-- JS -->
<script src="{{ url_for('static', filename='js/jquery.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/jquery.dataTables.min.js')}}"></script>
<script src="{{ url_for('static', filename='js/dataTables.bootstrap.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/d3.min.js') }}"></script>
<script src="{{ url_for('static', filename='js/d3/sparklines.js')}}"></script>
<style>
.input-group .form-control {
position: unset;
}
.line {
fill: none;
stroke: #000;
stroke-width: 2.0px;
}
.bar {
fill: steelblue;
}
.bar:hover{
fill: brown;
cursor: pointer;
}
.bar_stack:hover{
cursor: pointer;
}
.pie_path:hover{
cursor: pointer;
}
.svgText {
pointer-events: none;
}
div.tooltip {
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;
}
</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">
<div class="row">
<div class="col-xl-10">
<div class="mt-1" id="barchart_type"></div>
{# {% include 'image/block_images_search.html' %}#}
</div>
<div class="col-xl-2">
<div class="card mb-3 mt-2" style="background-color:#d9edf7;">
<div class="card-body text-center py-2">
<h6 class="card-title" style="color:#286090;">Select a date range :</h6>
<form action="{{ url_for('objects_image.objects_images_post') }}" id="hash_selector_form" method='post'>
<div class="input-group" id="date-range-from">
<div class="input-group-prepend"><span class="input-group-text"><i class="far fa-calendar-alt" aria-hidden="true"></i></span></div>
<input class="form-control" id="date-range-from-input" placeholder="yyyy-mm-dd" value="{{ date_from }}" name="date_from" autocomplete="off">
</div>
<div class="input-group" id="date-range-to">
<div class="input-group-prepend"><span class="input-group-text"><i class="far fa-calendar-alt" aria-hidden="true"></i></span></div>
<input class="form-control" id="date-range-to-input" placeholder="yyyy-mm-dd" value="{{ date_to }}" name="date_to" autocomplete="off">
</div>
<div class="form-check my-1">
<input class="form-check-input" type="checkbox" id="checkbox-input-show" name="show_objects" value="True" {% if show_objects %}checked{% endif %}>
<label class="form-check-label" for="checkbox-input-show">
<span style="color:#286090; font-size: 14px;">
Show Images <i class="fas fa-key"></i>
</span>
</label>
</div>
<button class="btn btn-primary" style="text-align:center;">
<i class="fas fa-copy"></i> Search
</button>
</form>
</div>
</div>
<div id="pie_chart_encoded">
</div>
<div id="pie_chart_top5_types">
</div>
</div>
</div>
{% if dict_objects %}
{% if date_from|string == date_to|string %}
<h3> {{ date_from }} Images Name: </h3>
{% else %}
<h3> {{ date_from }} to {{ date_to }} Images Name: </h3>
{% endif %}
<table id="tableb64" class="table table-striped table-bordered">
<thead class="bg-dark text-white">
<tr>
<th></th>
<th>First Seen</th>
<th>Last Seen</th>
<th>Total</th>
<th>Last days</th>
</tr>
</thead>
<tbody style="font-size: 15px;">
{% for obj_id in dict_objects %}
<tr>
<td><a target="_blank" href="{{ url_for('correlation.show_correlation') }}?type=image&id={{ obj_id }}">{{ dict_objects[obj_id]['id'] }}</a></td>
<td>{{ dict_objects[obj_id]['first_seen'] }}</td>
<td>{{ dict_objects[obj_id]['last_seen'] }}</td>
<td>{{ dict_objects[obj_id]['nb_seen'] }}</td>
<td id="sparklines_{{ obj_id }}" style="text-align:center;"></td>
</tr>
{% endfor %}
</tbody>
</table>
{% else %}
{% if show_objects %}
{% if date_from|string == date_to|string %}
<h3> {{ date_from }}, No Image</h3>
{% else %}
<h3> {{ date_from }} to {{ date_to }}, No Image</h3>
{% endif %}
{% endif %}
{% endif %}
</div>
</div>
</div>
<script>
var chart = {};
$(document).ready(function(){
$("#page-Decoded").addClass("active");
$("#nav_image").addClass("active");
$('#date-range-from').dateRangePicker({
separator : ' to ',
getValue: function()
{
if ($('#date-range-from-input').val() && $('#date-range-to').val() )
return $('#date-range-from-input').val() + ' to ' + $('#date-range-to').val();
else
return '';
},
setValue: function(s,s1,s2)
{
$('#date-range-from-input').val(s1);
$('#date-range-to-input').val(s2);
},
});
$('#date-range-to').dateRangePicker({
separator : ' to ',
getValue: function()
{
if ($('#date-range-from-input').val() && $('#date-range-to').val() )
return $('#date-range-from-input').val() + ' to ' + $('#date-range-to').val();
else
return '';
},
setValue: function(s,s1,s2)
{
$('#date-range-from-input').val(s1);
$('#date-range-to-input').val(s2);
},
});
$('#date-range-from').data('dateRangePicker').setDateRange('{{date_from}}','{{date_to}}');
$('#date-range-to').data('dateRangePicker').setDateRange('{{date_from}}','{{date_to}}');
$('#tableb64').DataTable({
"aLengthMenu": [[5, 10, 15, -1], [5, 10, 15, "All"]],
"iDisplayLength": 10,
"order": [[ 3, "desc" ]]
});
chart.stackBarChart = barchart_type_stack("{{ url_for('objects_image.objects_images_range_json') }}?date_from={{date_from}}&date_to={{date_to}}", 'id');
chart.onResize();
$(window).on("resize", function() {
chart.onResize();
});
});
function toggle_sidebar(){
if($('#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')
}
}
</script>
<script>
{% for obj_id in dict_objects %}
sparkline("sparklines_{{ obj_id }}", {{ dict_objects[obj_id]['sparkline'] }}, {});
{% endfor %}
</script>
<script>
var margin = {top: 20, right: 100, bottom: 55, left: 45},
width = 1000 - margin.left - margin.right,
height = 500 - margin.top - margin.bottom;
var x = d3.scaleBand().rangeRound([0, width]).padding(0.1);
var y = d3.scaleLinear().rangeRound([height, 0]);
var xAxis = d3.axisBottom(x);
var yAxis = d3.axisLeft(y);
var color = d3.scaleOrdinal(d3.schemeSet3);
var svg = d3.select("#barchart_type").append("svg")
.attr("id", "thesvg")
.attr("viewBox", "0 0 1000 500")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
function barchart_type_stack(url, id) {
d3.json(url)
.then(function(data){
var labelVar = 'date'; //A
var varNames = d3.keys(data[0])
.filter(function (key) { return key !== labelVar;}); //B
data.forEach(function (d) { //D
var y0 = 0;
d.mapping = varNames.map(function (name) {
return {
name: name,
label: d[labelVar],
y0: y0,
y1: y0 += +d[name]
};
});
d.total = d.mapping[d.mapping.length - 1].y1;
});
x.domain(data.map(function (d) { return (d.date); })); //E
y.domain([0, d3.max(data, function (d) { return d.total; })]);
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(xAxis)
.selectAll("text")
.attr("class", "bar")
{% if date_from|string == date_to|string and type is none %}
.on("click", function (d) { window.location.href = "{{ url_for('objects_image.objects_images') }}?date_from={{date_from}}&date_to={{date_to}}&type_id="+d })
.attr("transform", "rotate(-18)" )
{% elif date_from|string == date_to|string and type is not none %}
.on("click", function (d) { window.location.href = "{{ url_for('objects_image.objects_images') }}?date_from="+d+'&date_to='+d })
.attr("transform", "rotate(-18)" )
{% else %}
.on("click", function (d) { window.location.href = "{{ url_for('objects_image.objects_images') }}?date_from="+d+'&date_to='+d })
.attr("transform", "rotate(-40)" )
{% endif %}
.style("text-anchor", "end");
svg.append("g")
.attr("class", "y axis")
.call(yAxis)
.append("text")
.attr("transform", "rotate(-90)")
.attr("y", 6)
.attr("dy", ".71em")
.style("text-anchor", "end");
var selection = svg.selectAll(".series")
.data(data)
.enter().append("g")
.attr("class", "series")
.attr("transform", function (d) { return "translate(" + x((d.date)) + ",0)"; });
selection.selectAll("rect")
.data(function (d) { return d.mapping; })
.enter().append("rect")
.attr("class", "bar_stack")
.attr("width", x.bandwidth())
.attr("y", function (d) { return y(d.y1); })
.attr("height", function (d) { return y(d.y0) - y(d.y1); })
.style("fill", function (d) { return color(d.name); })
.style("stroke", "grey")
.on("mouseover", function (d) { showPopover.call(this, d); })
.on("mouseout", function (d) { removePopovers(); })
{% if date_from|string == date_to|string and type is none %}
.on("click", function(d){ window.location.href = "{{ url_for('objects_image.objects_images') }}" +'?date_from={{date_from}}&date_to={{date_to}}&type_id='+d.label+'&encoding='+d.name; });
{% elif date_from|string == date_to|string and type is not none %}
.on("click", function(d){ window.location.href = "{{ url_for('objects_image.objects_images') }}" +'?type_id={{type_id}}&date_from='+d.label+'&date_to='+d.label+'&encoding='+d.name; });
{% else %}
.on("click", function(d){ window.location.href = "{{ url_for('objects_image.objects_images') }}" +'?type_id='+ d.name +'&date_from='+d.label+'&date_to='+d.label; });
{% endif %}
data.forEach(function(d) {
if(d.total !== 0){
svg.append("text")
.attr("class", "bar")
.attr("dy", "-.35em")
.attr('x', x(d.date) + x.bandwidth()/2)
.attr('y', y(d.total))
{% if date_from|string == date_to|string and type is none %}
.on("click", function () {window.location.href = "{{ url_for('objects_image.objects_images') }}"+'?date_from={{date_from}}&date_to={{date_to}}&type_id='+d.date })
{% elif date_from|string == date_to|string and type is not none %}
.on("click", function () {window.location.href = "{{ url_for('objects_image.objects_images') }}?type_id={{type_id}}&date_from="+d.date+'&date_to='+d.date })
{% else %}
.on("click", function () {window.location.href = "{{ url_for('objects_image.objects_images') }}"+'?date_from='+d.date+'&date_to='+d.date })
{% endif %}
.style("text-anchor", "middle")
.text(d.total);
}
});
drawLegend(varNames);
});
}
function drawLegend (varNames) {
var legend = svg.selectAll(".legend")
.data(varNames.slice().reverse())
.enter().append("g")
.attr("class", "legend")
.attr("transform", function (d, i) { return "translate(0," + i * 20 + ")"; });
legend.append("rect")
.attr("x", 943)
.attr("width", 10)
.attr("height", 10)
.style("fill", color)
.style("stroke", "grey");
legend.append("text")
.attr("class", "svgText")
.attr("x", 941)
.attr("y", 6)
.attr("dy", ".35em")
.style("text-anchor", "end")
.text(function (d) { return d; });
}
function removePopovers () {
$('.popover').each(function() {
$(this).remove();
});
}
function showPopover (d) {
$(this).popover({
title: "<b><span id='tooltip-id-name-bar'></span></b>",
placement: 'top',
container: 'body',
trigger: 'manual',
html : true,
content: function() {
return "<span id='tooltip-id-label'></span>" +
"<br/>num: <span id='tooltip-id-value-bar'></span>"; }
});
$(this).popover('show');
$("#tooltip-id-name-bar").text(d.name);
$("#tooltip-id-label").text(d.label);
$("#tooltip-id-value-bar").text(d3.format(",")(d.value ? d.value: d.y1 - d.y0));
}
chart.onResize = function () {
var aspect = 1000 / 500, chart = $("#thesvg");
var targetWidth = chart.parent().width();
chart.attr("width", targetWidth);
chart.attr("height", targetWidth / aspect);
}
window.chart = chart;
</script>
<script>
function draw_pie_chart(id, url_json, pie_on_click_url) {
var width_pie = 200;
var height_pie = 200;
var padding_pie = 10;
var opacity_pie = .8;
var radius_pie = Math.min(width_pie - padding_pie, height_pie - padding_pie) / 2;
//var color_pie = d3.scaleOrdinal(d3.schemeCategory10);
var color_pie = d3.scaleOrdinal(d3.schemeSet3);
var div_pie = d3.select("body").append("div")
.attr("class", "tooltip")
.style("opacity", 0);
var svg_pie = d3.select("#"+id)
.append('svg')
.attr("width", '100%')
.attr("height", '100%')
.attr('viewBox','0 0 '+Math.min(width_pie,height_pie) +' '+Math.min(width_pie,height_pie) )
.attr('preserveAspectRatio','xMinYMin')
var g_pie = svg_pie.append('g')
.attr('transform', 'translate(' + (width_pie/2) + ',' + (height_pie/2) + ')');
var arc_pie = d3.arc()
.innerRadius(0)
.outerRadius(radius_pie);
d3.json(url_json)
.then(function(data){
var pie_pie = d3.pie()
.value(function(d) { return d.value; })
.sort(null);
var path_pie = g_pie.selectAll('path')
.data(pie_pie(data))
.enter()
.append("g")
.append('path')
.attr('d', arc_pie)
.attr('fill', (d,i) => color_pie(i))
.attr('class', 'pie_path')
.on("mouseover", mouseovered_pie)
.on("mouseout", mouseouted_pie)
.on("click", function (d) {window.location.href = pie_on_click_url+d.data.name })
.style('opacity', opacity_pie)
.style('stroke', 'white');
});
function mouseovered_pie(d) {
//remove old content
$("#tooltip-id-name").remove();
$("#tooltip-id-value").remove();
// tooltip
var content;
content = "<b><span id='tooltip-id-name'></span></b><br/>"+
"<br/>"+
"<i>Decoded</i>: <span id='tooltip-id-value'></span><br/>"
div_pie.transition()
.duration(200)
.style("opacity", .9);
div_pie.html(content)
.style("left", (d3.event.pageX) + "px")
.style("top", (d3.event.pageY - 28) + "px");
$("#tooltip-id-name").text(d.data.name);
$("#tooltip-id-value").text(d.data.value);
}
function mouseouted_pie() {
div_pie.transition()
.duration(500)
.style("opacity", 0);
}
}
</script>
<script>
function barchart_type(url, id) {
var margin = {top: 20, right: 20, bottom: 70, left: 40};
var width = 960 - margin.left - margin.right;
var height = 500 - margin.top - margin.bottom;
var x = d3.scaleBand().rangeRound([0, width]).padding(0.1);
var y = d3.scaleLinear().rangeRound([height, 0]);
var xAxis = d3.axisBottom(x)
//.tickFormat(d3.time.format("%Y-%m"));
var yAxis = d3.axisLeft(y)
.ticks(10);
/*var svg = d3.select(id).append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom)
.attr("id", "thesvg")
.append("g")
.attr("transform",
"translate(" + margin.left + "," + margin.top + ")");*/
d3.json(url)
.then(function(data){
data.forEach(function(d) {
d.value = +d.value;
});
x.domain(data.map(function(d) { return d.date; }));
y.domain([0, d3.max(data, function(d) { return d.value; })]);
var label = svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(xAxis)
.selectAll("text")
.style("text-anchor", "end")
.attr("dx", "-.8em")
.attr("dy", "-.55em")
{% if daily_type_chart %}
.attr("transform", "rotate(-20)" );
{% else %}
.attr("transform", "rotate(-70)" )
.attr("class", "bar")
{% endif %}
svg.append("g")
.attr("class", "y axis")
.call(yAxis)
.append("text")
.attr("transform", "rotate(-90)")
.attr("y", 6)
.attr("dy", ".71em")
.style("text-anchor", "end")
.text("Value ($)");
var bar = svg.selectAll("bar")
.data(data)
.enter().append("rect")
.attr("class", "bar")
//.style("fill", "steelblue")
.attr("x", function(d) { return x(d.date); })
.attr("width", x.bandwidth())
.attr("y", function(d) { return y(d.value); })
.attr("height", function(d) { return height - y(d.value); })
data.forEach(function(d) {
if(d.value != 0){
svg.append("text")
.attr("class", "bar")
.attr("dy", "-.35em")
//.text(function(d) { return d.value; });
.text(d.value)
.style("text-anchor", "middle")
.attr('x', x(d.date) + x.bandwidth()/2)
.attr('y', y(d.value));
}
});
});
}
</script>
</body>
</html>