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app.py
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app.py
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# -*- coding: utf-8 -*-
'''
Copyright (c) Clarissa R Mendes (claromes) (2023)
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
'''
import streamlit as st
import subprocess
import json
import configparser
from pandas import read_csv, read_excel
import base64
from io import BytesIO
import os
import shutil
from telegram_tracker import (api, cryptography)
__version__ = '0.6'
# page config
st.set_page_config(
page_title='telegramtrac',
page_icon='🟦',
layout='centered',
initial_sidebar_state='collapsed',
menu_items={
'About': '''
### 🟦 telegramtrac
[![GitHub release (latest by date including pre-releases](https://img.shields.io/github/v/release/claromes/telegramtrac?include_prereleases)](https://github.com/claromes/telegramtrac/releases) [![License](https://img.shields.io/github/license/claromes/telegramtrac)](https://github.com/claromes/telegramtrac/blob/main/LICENSE.txt)
A browser interface to Telegram's API. Provides modules for connecting, signing in and communicating via Telethon. Generates files containing messages and metadata. It also includes additional modules for generating datasets and network graphs.
Created and maintained by [@claromes](https://github.com/claromes).
-------
''',
'Get help': 'https://github.com/claromes/telegramtrac#usage',
'Report a bug': 'https://github.com/claromes/telegramtrac/issues',
}
)
# https://discuss.streamlit.io/t/remove-hide-running-man-animation-on-top-of-page/21773/3
hide_streamlit_style = '''
<style>
div[data-testid="stStatusWidget"] {
visibility: hidden;
}
</style>
'''
st.markdown(hide_streamlit_style, unsafe_allow_html=True)
# components variables
title_component = st.empty()
form_component = st.empty()
sign_in_component = st.empty()
channel_component = st.empty()
form_component_channel = st.empty()
info_component = st.empty()
trac = ''
error_connect = False
# states
if 'channel_name' not in st.session_state:
st.session_state['channel_name'] = ''
if 'password_value' not in st.session_state:
st.session_state['password_value'] = ''
if 'code_state' not in st.session_state:
st.session_state['code_state'] = False
if 'code_value' not in st.session_state:
st.session_state['code_value'] = ''
if 'api_id' not in st.session_state:
st.session_state['api_id'] = ''
if 'api_hash' not in st.session_state:
st.session_state['api_hash'] = ''
if 'phone' not in st.session_state:
st.session_state['phone'] = ''
if 'restart' not in st.session_state:
st.session_state['restart'] = False
def delete():
# delete this and add log_out https://docs.telethon.dev/en/stable/modules/client.html#telethon.client.auth.AuthMethods.log_out or ResetAuthorizationsRequest()
try:
os.remove(f'config/config_{st.session_state.api_id}.ini')
os.remove(f'sign_in/encrypted_code_{st.session_state.api_id}.bin')
os.remove(f'sign_in/encrypted_password_{st.session_state.api_id}.bin')
os.remove(f'session/session_file_{st.session_state.api_id}.session')
file_path_session_journal = f'session/session_file_{st.session_state.api_id}.session-journal'
if os.path.exists(file_path_session_journal):
os.remove(file_path_session_journal)
dir_path_output = f'output_{st.session_state.api_id}'
if os.path.exists(dir_path_output):
shutil.rmtree(dir_path_output)
st.success('Session files deleted.')
st.session_state.api_id = ''
st.session_state.api_hash = ''
st.session_state.phone = ''
st.session_state.code_value = ''
st.session_state.code_state = ''
st.session_state.password_value = ''
st.session_state.restart = False
except:
st.error('Missing files')
# title
title_component.title("""
telegramtrac
Browser interface to Telegram's API with additional modules for generating datasets and network graphs
""", help=f'v{__version__}', anchor=False)
if not st.session_state.restart:
# credentials
with form_component.form(key='config_form'):
api_id = st.text_input('api_id', placeholder='12349876')
api_hash = st.text_input('api_hash', placeholder='123a456s789d987h654g321q987w12f0')
phone = st.text_input('phone', placeholder='+5500912348765')
config = {
'api_id': api_id,
'api_hash': api_hash,
'phone': phone
}
if st.session_state.api_id == '':
st.session_state.api_id = api_id
# credentials options buttons
col1, col2, _ = st.columns([3, 4, 6])
with col1:
send_credentials = st.form_submit_button('send credentials', type='primary')
with col2:
st.link_button('create API credentials', 'https://my.telegram.org/auth')
if send_credentials and (api_id == '' or api_hash == '' or phone == ''):
st.error('Something went wrong.')
with st.spinner(text=''):
if send_credentials and api_id != '' and api_hash != '' and phone != '':
config_parser = configparser.ConfigParser()
config_parser['Telegram API credentials'] = config
with open(f'config/config_{st.session_state.api_id}.ini', 'w') as file:
config_parser.write(file)
file.close()
st.session_state.code_state = True
try:
# avoid Streamlit Cloud ModuleNotFoundError
cmd_tele = "pip install telethon==1.26.1 --user"
output = subprocess.check_output(cmd_tele.split())
cmd_pd = "pip install pandas==1.5.3 --user"
output = subprocess.check_output(cmd_pd.split())
cmd_tqdm = "pip install tqdm==4.64.1 --user"
output = subprocess.check_output(cmd_tqdm.split())
cmd_networkx = "pip install networkx==3.0 --user"
output = subprocess.check_output(cmd_networkx.split())
cmd_louvain = "pip install python-louvain==0.16 --user"
output = subprocess.check_output(cmd_louvain.split())
cmd_matplotlib = "pip install matplotlib==3.6.3 --user"
output = subprocess.check_output(cmd_matplotlib.split())
cmd_open = "pip install openpyxl==3.0.10 --user"
output = subprocess.check_output(cmd_open.split())
cmd_pycrypto = "pip install pycryptodome==3.17 --user"
output = subprocess.check_output(cmd_pycrypto.split())
# connect to API
print('python connect.py')
cmd_connect = f'python connect.py --api_id {str(st.session_state.api_id)}'
subprocess.check_output(cmd_connect.split())
except:
sign_in_component.error('Something went wrong.')
error_connect = True
# sign in code
with sign_in_component.form(key='config_sign_in_form'):
if st.session_state.code_state and not error_connect:
sign_in_code = st.text_input('code', disabled=False, value=st.session_state.code_value, placeholder='54321')
password = st.text_input('password', disabled=False, value=st.session_state.password_value, type='password', help='optional')
else:
sign_in_code = st.text_input('code', disabled=True, value=st.session_state.code_value)
password = st.text_input('password', disabled=True, value=st.session_state.password_value)
if sign_in_code == '':
sign_in_code = st.session_state.code_value
if password == '':
password = st.session_state.password_value
if st.session_state.code_state and not error_connect:
sign_in = st.form_submit_button('sign in', disabled=False, type='primary')
else:
sign_in = st.form_submit_button('sign in', disabled=True, type='primary')
if sign_in:
with st.spinner(text=''):
st.session_state.code_value = sign_in_code
st.session_state.password_value = password
st.session_state.code_state = True
# encrypt code and password
cryptography.crypt_code(sign_in_code, st.session_state.api_id)
cryptography.crypt_password(password, st.session_state.api_id)
# sign in to API
try:
print('python sign_in.py')
cmd_sign_in = f'python sign_in.py --api_id {str(st.session_state.api_id)}'
subprocess.check_output(cmd_sign_in.split())
except:
sign_in_component.error('Something went wrong.')
st.session_state.code_state == False
# channel name
with channel_component.form(key='channel_form'):
if sign_in and st.session_state.code_state == True:
channel_name = st.text_area('channels (semicolon separated)', placeholder='channel_name_1;channel_name_2;channel_name_3;channel_name_4;...', disabled=False, key='channel_name', help='t.me/channel_name')
trac = st.form_submit_button('trac', disabled=False, type='primary')
send_credentials = True
else:
channel_name = st.text_area('channels (semicolon separated)', disabled=True)
trac = st.form_submit_button('trac', disabled=True, type='primary')
send_credentials = True
# info
info_component.info('The application can be resource-intensive, and this free Streamlit Cloud Community option is not sufficient. Therefore, [setting up the development environment](https://github.com/claromes/telegramtrac/#development) and running locally may be more effective for Telegram channels with a lot of activity.', icon="💡")
else:
form_component.empty()
sign_in_component.empty()
channel_component.empty()
info_component.empty()
st.button('delete session files', on_click=delete, type='secondary', use_container_width=True)
# tabs
if trac or st.session_state.channel_name != '':
tab1, tab2, tab3, tab4, tab5 = st.tabs(['messages', 'metadata', 'dataset', 'network', 'options'])
with st.spinner(text=''):
form_component.empty()
sign_in_component.empty()
channel_component.empty()
form_component_channel.empty()
info_component.empty()
st.session_state.restart = True
channel_name = st.session_state.channel_name
channels = channel_name.split(';')
channels = [channel_name.strip() for channel_name in channels]
channels = list(filter(bool, channels))
telegram_channel_args = ''
for channel in channels:
telegram_channel_args += f'--telegram-channel {channel} '
try:
output_folder = f'output_{st.session_state.api_id}'
print('python main.py --telegram-channel')
cmd_main = f'python main.py {telegram_channel_args} --output {output_folder} --api_id {st.session_state.api_id}'
subprocess.check_output(cmd_main.split())
except:
st.error('Something went wrong.')
st.session_state.restart = False
try:
print('python build-datasets.py')
cmd_dataset = f'python build-datasets.py --data-path {output_folder}'
subprocess.check_output(cmd_dataset.split())
except:
st.error('Something went wrong.')
try:
dir_path_output_data = os.path.join(f'output_{st.session_state.api_id}')
if os.path.exists(dir_path_output_data):
subdirectories = [entry for entry in os.scandir(dir_path_output_data) if entry.is_dir()]
if subdirectories:
print('python channels-to-network.py')
cmd_channels_to_network = f'python channels-to-network.py --data-path {output_folder}'
subprocess.check_output(cmd_channels_to_network.split())
except:
st.error('Something went wrong.')
# messages
with tab1:
try:
for channel in channels:
st.subheader(f'{channel} messages', anchor=False)
json_file = f'output_{st.session_state.api_id}/{channel}/{channel}_messages.json'
with open(json_file, 'rb') as file:
data = json.load(file)
json_dump = json.dumps(data)
b64 = base64.b64encode(json_dump.encode()).decode()
href = f'data:file/json;base64,{b64}'
st.markdown(f'<a href="{href}" download="{channel}_messages.json" title="Download {channel}_messages.json">{channel}_messages.json</a>', unsafe_allow_html=True)
st.json(data, expanded=False)
except:
st.error('Something went wrong.')
# metadata
with tab2:
try:
for channel in channels:
metadata_json_file = f'output_{st.session_state.api_id}/{channel}/{channel}.json'
metadata_txt_file = f'output_{st.session_state.api_id}/chats.txt'
metadata_chats_csv_file = f'output_{st.session_state.api_id}/collected_chats.csv'
metadata_chats_xlsx_file = f'output_{st.session_state.api_id}/collected_chats.xlsx'
metadata_counter_csv_file = f'output_{st.session_state.api_id}/counter.csv'
user_exceptions_txt_file = f'output_{st.session_state.api_id}/user_exceptions.txt'
st.subheader(f'{channel} metadata', anchor=False)
with open(metadata_json_file, 'rb') as file:
data = json.load(file)
json_dump = json.dumps(data)
b64 = base64.b64encode(json_dump.encode()).decode()
href = f'data:file/json;base64,{b64}'
st.markdown(f'<a href="{href}" download="{channel}.json" title="Download {channel}.json">{channel}.json</a>', unsafe_allow_html=True)
with open(metadata_txt_file, 'rb') as file:
txt = file.read().decode()
b64 = base64.b64encode(txt.encode()).decode()
href = f'data:file/txt;base64,{b64}'
st.markdown(f'<a href="{href}" download="chats.txt" title="Download chats.txt">chats.txt</a>', unsafe_allow_html=True)
with open(metadata_chats_csv_file, 'rb'):
metadata_chats = read_csv(metadata_chats_csv_file)
csv = metadata_chats.to_csv(index=False)
b64 = base64.b64encode(csv.encode()).decode()
st.markdown(f'<a href="data:file/csv;base64,{b64}" download="collected_chats.csv" title="Download collected_chats.csv">collected_chats.csv</a>', unsafe_allow_html=True)
with open(metadata_chats_xlsx_file, 'rb'):
metadata_chats_xlsx = read_excel(metadata_chats_xlsx_file)
xlsx = BytesIO()
metadata_chats_xlsx.to_excel(xlsx, index=False, engine='openpyxl')
xlsx.seek(0)
b64 = base64.b64encode(xlsx.read()).decode()
st.markdown(f'<a href="data:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet;base64,{b64}" download="collected_chats.xlsx" title="Download collected_chats.xlsx">collected_chats.xlsx</a>', unsafe_allow_html=True)
with open(metadata_counter_csv_file, 'rb'):
metadata_counter = read_csv(metadata_counter_csv_file)
csv = metadata_counter.to_csv(index=False)
b64 = base64.b64encode(csv.encode()).decode()
st.markdown(f'<a href="data:file/csv;base64,{b64}" download="counter.csv" title="Download counter.csv">counter.csv</a>', unsafe_allow_html=True)
if os.path.exists(user_exceptions_txt_file):
with open(user_exceptions_txt_file, 'rb') as file:
user_txt = file.read().decode()
b64 = base64.b64encode(user_txt.encode()).decode()
href = f'data:file/txt;base64,{b64}'
st.markdown(f'<a href="{href}" download="user_exceptions.txt" title="Download user_exceptions.txt">user_exceptions.txt</a>', unsafe_allow_html=True)
except:
st.error('Something went wrong.')
# dataset
with tab3:
try:
st.subheader('messages from all requested channels', anchor=False)
dataset_csv_file = f'output_{st.session_state.api_id}/msgs_dataset.csv'
with open(dataset_csv_file, 'rb'):
df = read_csv(dataset_csv_file)
csv = df.to_csv(index=False)
b64 = base64.b64encode(csv.encode()).decode()
href = f'data:file/csv;base64,{b64}'
st.markdown(f'<a href="{href}" download="msgs_dataset.csv" title="Download msgs_dataset.csv">msgs_dataset.csv</a>', unsafe_allow_html=True)
st.dataframe(df)
except:
st.error('Something went wrong.')
# network
with tab4:
try:
network_image_file = f'output_{st.session_state.api_id}/network.png'
network_gexf_file = f'output_{st.session_state.api_id}/graph.gexf'
with open(network_image_file, 'rb') as img_file:
img_data = img_file.read()
b64 = base64.b64encode(img_data).decode()
href = f'data:image/png;base64,{b64}'
st.image(img_data)
st.markdown(f'<a href="{href}" download="network.png" title="Download network.png">network.png</a>', unsafe_allow_html=True)
with open(network_gexf_file, 'rb') as gexf_file:
gexf_data = gexf_file.read()
b64 = base64.b64encode(gexf_data).decode()
href = f'data:application/gexf+xml;base64,{b64}'
st.markdown(f'<a href="{href}" download="graph.gexf" title="Download graph.gexf">graph.gexf</a>', unsafe_allow_html=True)
except:
st.error('Something went wrong.')
# options - delete session files
with tab5:
st.button('delete session files', on_click=delete, type='secondary', use_container_width=True)