""" MIT License Copyright (c) 2021 TheHamkerCat Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ from asyncio import sleep from pyrogram import filters from pyrogram.types import Message from wbb import (BOT_ID, MESSAGE_DUMP_CHAT, USERBOT_BOT_CHAT_DIFFERENCE, app, app2, arq) from wbb.utils.dbfunctions import get_trust_db, update_trust_db from wbb.utils.filter_groups import trust_group spam_db = {} async def get_spam_data(message: Message, text: str): c, m = message.chat.id, message.message_id if c not in spam_db: spam_db[c] = {} if m not in spam_db[c]: data = (await arq.nlp(text)).result[0] spam_db[c][m] = data return spam_db[c][m] @app2.on_message( (filters.text | filters.caption) & ~filters.chat(BOT_ID) & filters.chat(USERBOT_BOT_CHAT_DIFFERENCE) & ~filters.me, group=trust_group, ) @app.on_message( (filters.text | filters.caption) & ~filters.chat(MESSAGE_DUMP_CHAT) & ~filters.me & ~filters.private, group=trust_group, ) async def trust_watcher_func(_, message: Message): # Sleeping so that we can get cached data created by # spam.py with get_spam_data function if message.command: return if not message.from_user: return user_id = message.from_user.id text = message.text or message.caption text = text.strip() if not text: return if len(text) < 2: return data = await get_spam_data(message, text) spam = data.spam await update_trust_db(user_id, spam) async def get_spam_probability(user_id) -> list: data = await get_trust_db(user_id) if not data: return [0, 0] mean = lambda x: sum(x) / len(x) spam = [i for i in data] return [mean(spam), len(spam)]