| 1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586 |
- """
- 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_COMMON, 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_COMMON)
- & ~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)]
|