Spaces:
Sleeping
Sleeping
bot and new weights
Browse files- bot/__init__.py +0 -0
- bot/__pycache__/model.cpython-310.pyc +0 -0
- bot/__pycache__/preprocess_text.cpython-310.pyc +0 -0
- bot/bot.py +106 -0
- bot/model.py +23 -0
- bot/model_weights.pth +3 -0
- bot/model_weights_new.pth +3 -0
- bot/preprocess_text.py +33 -0
- models/model2/model_weights_new.pth +3 -0
- mylog.log +352 -0
- pages/comments.py +1 -1
bot/__init__.py
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File without changes
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bot/__pycache__/model.cpython-310.pyc
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Binary file (1.15 kB). View file
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bot/__pycache__/preprocess_text.cpython-310.pyc
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Binary file (1.59 kB). View file
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bot/bot.py
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import logging
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import torch
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from aiogram import Bot, Dispatcher
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from aiogram.types import Message, ReplyKeyboardMarkup, KeyboardButton, ReplyKeyboardRemove
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from aiogram.filters.command import Command
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from functools import lru_cache
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from preprocess_text import TextPreprocessorBERT
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from model import BERTClassifier
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from transformers import AutoTokenizer
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device = 'cpu'
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# Инициализация объектов
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TOKEN = '6864353709:AAHM-J59cETYpxWzJFdHpm9QyV7rE2FL_KU'
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bot = Bot(token=TOKEN)
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dp = Dispatcher()
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logging.basicConfig(filename="mylog.log", level=logging.INFO)
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start_keyboard = ReplyKeyboardMarkup(
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keyboard=[
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[KeyboardButton(text="/start")]
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],
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resize_keyboard=True
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)
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@lru_cache(maxsize=1)
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def load_model():
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model = BERTClassifier()
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weights_path = 'bot/model_weights.pth'
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state_dict = torch.load(weights_path, map_location=device)
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model.load_state_dict(state_dict)
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model.to(device)
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model.eval()
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return model
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@lru_cache(maxsize=1)
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def load_tokenizer():
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return AutoTokenizer.from_pretrained('cointegrated/rubert-tiny-toxicity')
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model = load_model()
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tokenizer = load_tokenizer()
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# Обработка команды start
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@dp.message(Command(commands=['start']))
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async def proccess_command_start(message: Message):
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user_name = message.from_user.full_name
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user_id = message.from_user.id
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text = f'Привет, {user_name}! Я помогу тебе оценить токсичность сообщений 😃'
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logging.info(f'{user_name} {user_id} запустил бота')
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await bot.send_message(chat_id=user_id, text=text, reply_markup=ReplyKeyboardRemove())
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# Добавление кнопки "Start" при старте
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@dp.message(Command(commands=['start']))
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async def send_welcome(message: Message):
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user_id = message.from_user.id
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await bot.send_message(chat_id=user_id, text="Нажмите кнопку /start для начала работы", reply_markup=start_keyboard)
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@dp.message()
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async def predict_sentence(message: Message):
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user_name = message.from_user.full_name
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user_id = message.from_user.id
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text = message.text
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# Предобработка сообщения
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preprocessor = TextPreprocessorBERT()
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preprocessed_text = preprocessor.transform(text)
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tokens = tokenizer.encode_plus(
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preprocessed_text,
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add_special_tokens=True,
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truncation=True,
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max_length=100,
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padding='max_length',
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return_tensors='pt'
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)
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# Получаем input_ids и attention_mask из токенов
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input_ids = tokens['input_ids'].to(device)
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attention_mask = tokens['attention_mask'].to(device)
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# Предсказание
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with torch.no_grad():
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output = model(input_ids, attention_mask=attention_mask)
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# Интерпретация результата
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prediction = torch.sigmoid(output).item()
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if prediction > 0.5:
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predicted_class = "ТОКСИК!!!"
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response_text = f'{predicted_class} c вероятностью {round(prediction, 3)}'
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sticker_id = 'CAACAgIAAxkBAAMrZll5jPH6HJ3j7kSLDEQU8NKDjR0AAhQAA5KfHhEGBsTRjH5zHDUE'
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else:
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predicted_class = 'Не токсик)'
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# response_text = f'{predicted_class} c вероятностью {round(1 - prediction, 3)}'
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response_text = f'{predicted_class} c вероятностью {round(prediction, 3)}'
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sticker_id = 'CAACAgIAAxkBAAMtZll5udV6ScWrGUMhkJIFmvazQicAAlgAA5KfHhFUuZt-mMSZyTUE'
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# Отправка ответа пользователю
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logging.info(f'{user_name} {user_id}: {text}')
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await bot.send_message(chat_id=user_id, text=response_text)
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await bot.send_sticker(chat_id=user_id, sticker=sticker_id)
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if __name__ == '__main__':
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dp.run_polling(bot)
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bot/model.py
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import torch
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from torch import nn
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from transformers import AutoTokenizer, AutoModelForSequenceClassification
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class BERTClassifier(nn.Module):
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def __init__(self):
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super().__init__()
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self.bert = AutoModelForSequenceClassification.from_pretrained('cointegrated/rubert-tiny-toxicity')
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self.bert.classifier = nn.Linear(312, 312)
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for param in self.bert.parameters():
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param.requires_grad = False
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self.linear = nn.Sequential(
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nn.Linear(312, 128),
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nn.Sigmoid(),
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nn.Dropout(),
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nn.Linear(128, 1)
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)
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def forward(self, x, attention_mask=None):
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bert_out = self.bert(x, attention_mask=attention_mask).logits
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out = self.linear(bert_out).squeeze(1)
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return out
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bot/model_weights.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b84f9c8041dd44751288c4777723fb4ff4b3886423f9f6efca37e43c6492429
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size 47712485
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bot/model_weights_new.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a4ea3eb2ebcb8d15b5c163997198b8262b3c6bf6833d4226b11a8a75b06c55b
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size 47712745
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bot/preprocess_text.py
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import re
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import pandas as pd
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import numpy as np
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from sklearn.base import BaseEstimator, TransformerMixin
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import nltk
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from nltk.corpus import stopwords
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nltk.download('stopwords')
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stop_words = set(stopwords.words("russian"))
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class TextPreprocessorBERT(BaseEstimator, TransformerMixin):
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def __init__(self):
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self.stop_words = set(stopwords.words('russian'))
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def clean_text(self, text):
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# Удаление всего, что не является буквами или знаками препинания
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clean_pattern = re.compile(r'[^a-zA-Zа-яА-ЯёЁ0-9.,!?;:\s]')
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text = clean_pattern.sub('', text)
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url_pattern = re.compile(r'http\S+|www\S+|https\S+')
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text = url_pattern.sub(r'', text)
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text = re.sub("\s+", " ", text)
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splitted_text = [word for word in text.split() if word not in stop_words]
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text = " ".join(splitted_text)
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return text
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def fit(self, text):
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return self
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def transform(self, text):
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# return X.apply(self.clean_text)
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return self.clean_text(text)
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models/model2/model_weights_new.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a4ea3eb2ebcb8d15b5c163997198b8262b3c6bf6833d4226b11a8a75b06c55b
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size 47712745
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mylog.log
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INFO:aiogram.dispatcher:Start polling
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INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
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INFO:root:Вера 883002227 запустил бота
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INFO:aiogram.event:Update id=294507991 is handled. Duration 229 ms by bot id=6864353709
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INFO:aiogram.event:Update id=294507992 is not handled. Duration 648 ms by bot id=6864353709
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ERROR:aiogram.event:Cause exception while process update id=294507992 by bot id=6864353709
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AttributeError: 'float' object has no attribute 'item'
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Traceback (most recent call last):
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File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 309, in _process_update
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response = await self.feed_update(bot, update, **kwargs)
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File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 158, in feed_update
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response = await self.update.wrap_outer_middleware(
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File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/error.py", line 25, in __call__
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return await handler(event, data)
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File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/user_context.py", line 49, in __call__
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return await handler(event, data)
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File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/fsm/middleware.py", line 42, in __call__
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return await handler(event, data)
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19 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
20 |
+
return await wrapped_inner(event, kwargs)
|
21 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
22 |
+
return await wrapped()
|
23 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 276, in _listen_update
|
24 |
+
return await self.propagate_event(update_type=update_type, event=event, **kwargs)
|
25 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 142, in propagate_event
|
26 |
+
return await observer.wrap_outer_middleware(_wrapped, event=event, data=kwargs)
|
27 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 137, in _wrapped
|
28 |
+
return await self._propagate_event(
|
29 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 162, in _propagate_event
|
30 |
+
response = await observer.trigger(event, **kwargs)
|
31 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
32 |
+
return await wrapped_inner(event, kwargs)
|
33 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
34 |
+
return await wrapped()
|
35 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/bot.py", line 84, in predict_sentence
|
36 |
+
if prediction.item() > 0.5:
|
37 |
+
AttributeError: 'float' object has no attribute 'item'
|
38 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
39 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
40 |
+
INFO:aiogram.dispatcher:Polling stopped
|
41 |
+
INFO:aiogram.dispatcher:Start polling
|
42 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
43 |
+
INFO:aiogram.event:Update id=294507993 is not handled. Duration 0 ms by bot id=6864353709
|
44 |
+
INFO:aiogram.event:Update id=294507994 is not handled. Duration 0 ms by bot id=6864353709
|
45 |
+
INFO:aiogram.event:Update id=294507995 is not handled. Duration 0 ms by bot id=6864353709
|
46 |
+
INFO:aiogram.event:Update id=294507996 is not handled. Duration 0 ms by bot id=6864353709
|
47 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
48 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
49 |
+
INFO:aiogram.dispatcher:Polling stopped
|
50 |
+
INFO:aiogram.dispatcher:Start polling
|
51 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
52 |
+
INFO:aiogram.event:Update id=294507997 is not handled. Duration 0 ms by bot id=6864353709
|
53 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
54 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
55 |
+
INFO:aiogram.dispatcher:Polling stopped
|
56 |
+
INFO:aiogram.dispatcher:Start polling
|
57 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
58 |
+
INFO:root:Вера 883002227 запустил бота
|
59 |
+
INFO:aiogram.event:Update id=294507998 is handled. Duration 252 ms by bot id=6864353709
|
60 |
+
INFO:aiogram.event:Update id=294507999 is not handled. Duration 594 ms by bot id=6864353709
|
61 |
+
ERROR:aiogram.event:Cause exception while process update id=294507999 by bot id=6864353709
|
62 |
+
AttributeError: 'float' object has no attribute 'item'
|
63 |
+
Traceback (most recent call last):
|
64 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 309, in _process_update
|
65 |
+
response = await self.feed_update(bot, update, **kwargs)
|
66 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 158, in feed_update
|
67 |
+
response = await self.update.wrap_outer_middleware(
|
68 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/error.py", line 25, in __call__
|
69 |
+
return await handler(event, data)
|
70 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/user_context.py", line 49, in __call__
|
71 |
+
return await handler(event, data)
|
72 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/fsm/middleware.py", line 42, in __call__
|
73 |
+
return await handler(event, data)
|
74 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
75 |
+
return await wrapped_inner(event, kwargs)
|
76 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
77 |
+
return await wrapped()
|
78 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 276, in _listen_update
|
79 |
+
return await self.propagate_event(update_type=update_type, event=event, **kwargs)
|
80 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 142, in propagate_event
|
81 |
+
return await observer.wrap_outer_middleware(_wrapped, event=event, data=kwargs)
|
82 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 137, in _wrapped
|
83 |
+
return await self._propagate_event(
|
84 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 162, in _propagate_event
|
85 |
+
response = await observer.trigger(event, **kwargs)
|
86 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
87 |
+
return await wrapped_inner(event, kwargs)
|
88 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
89 |
+
return await wrapped()
|
90 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/bot.py", line 79, in predict_sentence
|
91 |
+
if prediction.item() > 0.5:
|
92 |
+
AttributeError: 'float' object has no attribute 'item'
|
93 |
+
INFO:root:Вера 883002227 запустил бота
|
94 |
+
INFO:aiogram.event:Update id=294508000 is handled. Duration 215 ms by bot id=6864353709
|
95 |
+
INFO:aiogram.event:Update id=294508001 is not handled. Duration 49 ms by bot id=6864353709
|
96 |
+
ERROR:aiogram.event:Cause exception while process update id=294508001 by bot id=6864353709
|
97 |
+
AttributeError: 'float' object has no attribute 'item'
|
98 |
+
Traceback (most recent call last):
|
99 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 309, in _process_update
|
100 |
+
response = await self.feed_update(bot, update, **kwargs)
|
101 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 158, in feed_update
|
102 |
+
response = await self.update.wrap_outer_middleware(
|
103 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/error.py", line 25, in __call__
|
104 |
+
return await handler(event, data)
|
105 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/user_context.py", line 49, in __call__
|
106 |
+
return await handler(event, data)
|
107 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/fsm/middleware.py", line 42, in __call__
|
108 |
+
return await handler(event, data)
|
109 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
110 |
+
return await wrapped_inner(event, kwargs)
|
111 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
112 |
+
return await wrapped()
|
113 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 276, in _listen_update
|
114 |
+
return await self.propagate_event(update_type=update_type, event=event, **kwargs)
|
115 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 142, in propagate_event
|
116 |
+
return await observer.wrap_outer_middleware(_wrapped, event=event, data=kwargs)
|
117 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 137, in _wrapped
|
118 |
+
return await self._propagate_event(
|
119 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 162, in _propagate_event
|
120 |
+
response = await observer.trigger(event, **kwargs)
|
121 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
122 |
+
return await wrapped_inner(event, kwargs)
|
123 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
124 |
+
return await wrapped()
|
125 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/bot.py", line 79, in predict_sentence
|
126 |
+
if prediction.item() > 0.5:
|
127 |
+
AttributeError: 'float' object has no attribute 'item'
|
128 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
129 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
130 |
+
INFO:aiogram.dispatcher:Polling stopped
|
131 |
+
INFO:aiogram.dispatcher:Start polling
|
132 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
133 |
+
INFO:root:Вера 883002227 запустил бота
|
134 |
+
INFO:aiogram.event:Update id=294508002 is handled. Duration 241 ms by bot id=6864353709
|
135 |
+
INFO:root:Вера 883002227: Бактерия, тебе этого не понять Конечно, я же не ист е рик. Вот здесь поподробнее Сахаров А.Н вещает: Ты какой-то бред написал. Всё логично.
|
136 |
+
Фраза была обращена к тебе. Твои проблемы - учись изъясняться определённее. Я заказал книгу о Второй Мировой войне на planeta.ru. Ой, извини, тогда ты не шваль - ты просто чернь. Это при условии, что ты действительно заказал маняграфию
|
137 |
+
INFO:aiogram.event:Update id=294508003 is handled. Duration 753 ms by bot id=6864353709
|
138 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
139 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
140 |
+
INFO:aiogram.dispatcher:Polling stopped
|
141 |
+
INFO:aiogram.dispatcher:Start polling
|
142 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
143 |
+
INFO:root:Вера 883002227 запустил бота
|
144 |
+
INFO:aiogram.event:Update id=294508004 is handled. Duration 231 ms by bot id=6864353709
|
145 |
+
INFO:root:Вера 883002227: Всем, кстати, наплевать. Главное - уровень жизни. Вдвойне наплевать на кукареканье тупорылого хохла с форума-помойки.
|
146 |
+
INFO:aiogram.event:Update id=294508005 is handled. Duration 1005 ms by bot id=6864353709
|
147 |
+
INFO:root:Вера 883002227: Про графику было обидно) я так то проходил все серии гта со второй части по пятую, кроме гта 4. И мне не мешала графика ни в одной из частей. На компе у меня было куча видеокарт. Начиная с 32мб RIVA TNT и заканчивая 2Гб 560Ti на которой я спокойно играю который год в танки, гта5, ведьмака3 купил на распродаже и начал проходить. Да, не на ультрах. С пониженными текстурами. И не мешает. Я не понимаю дрочева на графике, требовать графику уровня плойки 4 минимум. Мне надо чтобы глаза не резало, только и всего. По поводу управления, мне не хватает переходника на type c. У меня джойстик есть от иксбокса360. Потенциала в мобильных играх достаточно чтобы забить кнопки как забивались в той же NFS MW в 2005. Не самая плохая игра была.
|
148 |
+
INFO:aiogram.event:Update id=294508006 is handled. Duration 214 ms by bot id=6864353709
|
149 |
+
INFO:root:Вера 883002227: в обеих странах есть партия войны . И в обеих странах эта война сейчас разжигается и поддерживается Смотрите, парни. И вот после этого руснявого пиздежа пидараны требуют к ним хорошего отношения? Мань, может это Украина хуярит по в на роисе градами ? Украина засылает в на роисю террористов бандитов ихтамнетов? Харк тебе в ебло, спидозная тварь.
|
150 |
+
INFO:aiogram.event:Update id=294508007 is handled. Duration 220 ms by bot id=6864353709
|
151 |
+
INFO:root:Вера 883002227: хорош врать, ты террорист-торчёк-шизофреник пруф: а вот без костюма да чутка учёный, миллиардер, филантроп
|
152 |
+
INFO:aiogram.event:Update id=294508008 is handled. Duration 281 ms by bot id=6864353709
|
153 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
154 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
155 |
+
INFO:aiogram.dispatcher:Polling stopped
|
156 |
+
INFO:aiogram.dispatcher:Start polling
|
157 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
158 |
+
INFO:root:Вера 883002227 запустил бота
|
159 |
+
INFO:aiogram.event:Update id=294508009 is handled. Duration 250 ms by bot id=6864353709
|
160 |
+
INFO:root:Вера 883002227: хорош врать, ты террорист-торчёк-шизофреник пруф: а вот без костюма да чутка учёный, миллиардер, филантроп
|
161 |
+
INFO:aiogram.event:Update id=294508010 is not handled. Duration 678 ms by bot id=6864353709
|
162 |
+
ERROR:aiogram.event:Cause exception while process update id=294508010 by bot id=6864353709
|
163 |
+
TypeError: Bot.send_message() got an unexpected keyword argument 'sticker_id'
|
164 |
+
Traceback (most recent call last):
|
165 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 309, in _process_update
|
166 |
+
response = await self.feed_update(bot, update, **kwargs)
|
167 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 158, in feed_update
|
168 |
+
response = await self.update.wrap_outer_middleware(
|
169 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/error.py", line 25, in __call__
|
170 |
+
return await handler(event, data)
|
171 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/user_context.py", line 49, in __call__
|
172 |
+
return await handler(event, data)
|
173 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/fsm/middleware.py", line 42, in __call__
|
174 |
+
return await handler(event, data)
|
175 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
176 |
+
return await wrapped_inner(event, kwargs)
|
177 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
178 |
+
return await wrapped()
|
179 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 276, in _listen_update
|
180 |
+
return await self.propagate_event(update_type=update_type, event=event, **kwargs)
|
181 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 142, in propagate_event
|
182 |
+
return await observer.wrap_outer_middleware(_wrapped, event=event, data=kwargs)
|
183 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 137, in _wrapped
|
184 |
+
return await self._propagate_event(
|
185 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 162, in _propagate_event
|
186 |
+
response = await observer.trigger(event, **kwargs)
|
187 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
188 |
+
return await wrapped_inner(event, kwargs)
|
189 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
190 |
+
return await wrapped()
|
191 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/bot.py", line 90, in predict_sentence
|
192 |
+
await bot.send_message(chat_id=user_id, text=response_text, sticker_id=sticker_id)
|
193 |
+
TypeError: Bot.send_message() got an unexpected keyword argument 'sticker_id'
|
194 |
+
INFO:root:Вера 883002227: хорош врать, ты террорист-торчёк-шизофреник пруф: а вот без костюма да чутка учёный, миллиардер, филантроп
|
195 |
+
INFO:aiogram.event:Update id=294508011 is not handled. Duration 15 ms by bot id=6864353709
|
196 |
+
ERROR:aiogram.event:Cause exception while process update id=294508011 by bot id=6864353709
|
197 |
+
TypeError: Bot.send_message() got an unexpected keyword argument 'sticker_id'
|
198 |
+
Traceback (most recent call last):
|
199 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 309, in _process_update
|
200 |
+
response = await self.feed_update(bot, update, **kwargs)
|
201 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 158, in feed_update
|
202 |
+
response = await self.update.wrap_outer_middleware(
|
203 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/error.py", line 25, in __call__
|
204 |
+
return await handler(event, data)
|
205 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/user_context.py", line 49, in __call__
|
206 |
+
return await handler(event, data)
|
207 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/fsm/middleware.py", line 42, in __call__
|
208 |
+
return await handler(event, data)
|
209 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
210 |
+
return await wrapped_inner(event, kwargs)
|
211 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
212 |
+
return await wrapped()
|
213 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 276, in _listen_update
|
214 |
+
return await self.propagate_event(update_type=update_type, event=event, **kwargs)
|
215 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 142, in propagate_event
|
216 |
+
return await observer.wrap_outer_middleware(_wrapped, event=event, data=kwargs)
|
217 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 137, in _wrapped
|
218 |
+
return await self._propagate_event(
|
219 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 162, in _propagate_event
|
220 |
+
response = await observer.trigger(event, **kwargs)
|
221 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
222 |
+
return await wrapped_inner(event, kwargs)
|
223 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
224 |
+
return await wrapped()
|
225 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/bot.py", line 90, in predict_sentence
|
226 |
+
await bot.send_message(chat_id=user_id, text=response_text, sticker_id=sticker_id)
|
227 |
+
TypeError: Bot.send_message() got an unexpected keyword argument 'sticker_id'
|
228 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
229 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
230 |
+
INFO:aiogram.dispatcher:Polling stopped
|
231 |
+
INFO:aiogram.dispatcher:Start polling
|
232 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
233 |
+
INFO:root:Вера 883002227 запустил бота
|
234 |
+
INFO:aiogram.event:Update id=294508012 is handled. Duration 240 ms by bot id=6864353709
|
235 |
+
INFO:root:Вера 883002227: хорош врать, ты террорист-торчёк-шизофреник пруф: а вот без костюма да чутка учёный, миллиардер, филантроп
|
236 |
+
INFO:aiogram.event:Update id=294508013 is not handled. Duration 748 ms by bot id=6864353709
|
237 |
+
ERROR:aiogram.event:Cause exception while process update id=294508013 by bot id=6864353709
|
238 |
+
TelegramBadRequest: Telegram server says - Bad Request: wrong file identifier/HTTP URL specified
|
239 |
+
Traceback (most recent call last):
|
240 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 309, in _process_update
|
241 |
+
response = await self.feed_update(bot, update, **kwargs)
|
242 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 158, in feed_update
|
243 |
+
response = await self.update.wrap_outer_middleware(
|
244 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/error.py", line 25, in __call__
|
245 |
+
return await handler(event, data)
|
246 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/user_context.py", line 49, in __call__
|
247 |
+
return await handler(event, data)
|
248 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/fsm/middleware.py", line 42, in __call__
|
249 |
+
return await handler(event, data)
|
250 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
251 |
+
return await wrapped_inner(event, kwargs)
|
252 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
253 |
+
return await wrapped()
|
254 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 276, in _listen_update
|
255 |
+
return await self.propagate_event(update_type=update_type, event=event, **kwargs)
|
256 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 142, in propagate_event
|
257 |
+
return await observer.wrap_outer_middleware(_wrapped, event=event, data=kwargs)
|
258 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 137, in _wrapped
|
259 |
+
return await self._propagate_event(
|
260 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 162, in _propagate_event
|
261 |
+
response = await observer.trigger(event, **kwargs)
|
262 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
263 |
+
return await wrapped_inner(event, kwargs)
|
264 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
265 |
+
return await wrapped()
|
266 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/bot.py", line 91, in predict_sentence
|
267 |
+
await bot.send_sticker(chat_id=user_id, sticker=sticker_id)
|
268 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/client/bot.py", line 3074, in send_sticker
|
269 |
+
return await self(call, request_timeout=request_timeout)
|
270 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/client/bot.py", line 509, in __call__
|
271 |
+
return await self.session(self, method, timeout=request_timeout)
|
272 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/client/session/base.py", line 254, in __call__
|
273 |
+
return cast(TelegramType, await middleware(bot, method))
|
274 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/client/session/aiohttp.py", line 178, in make_request
|
275 |
+
response = self.check_response(
|
276 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/client/session/base.py", line 120, in check_response
|
277 |
+
raise TelegramBadRequest(method=method, message=description)
|
278 |
+
aiogram.exceptions.TelegramBadRequest: Telegram server says - Bad Request: wrong file identifier/HTTP URL specified
|
279 |
+
INFO:aiogram.event:Update id=294508014 is not handled. Duration 0 ms by bot id=6864353709
|
280 |
+
ERROR:aiogram.event:Cause exception while process update id=294508014 by bot id=6864353709
|
281 |
+
TypeError: expected string or bytes-like object
|
282 |
+
Traceback (most recent call last):
|
283 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 309, in _process_update
|
284 |
+
response = await self.feed_update(bot, update, **kwargs)
|
285 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 158, in feed_update
|
286 |
+
response = await self.update.wrap_outer_middleware(
|
287 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/error.py", line 25, in __call__
|
288 |
+
return await handler(event, data)
|
289 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/middlewares/user_context.py", line 49, in __call__
|
290 |
+
return await handler(event, data)
|
291 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/fsm/middleware.py", line 42, in __call__
|
292 |
+
return await handler(event, data)
|
293 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
294 |
+
return await wrapped_inner(event, kwargs)
|
295 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
296 |
+
return await wrapped()
|
297 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/dispatcher.py", line 276, in _listen_update
|
298 |
+
return await self.propagate_event(update_type=update_type, event=event, **kwargs)
|
299 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 142, in propagate_event
|
300 |
+
return await observer.wrap_outer_middleware(_wrapped, event=event, data=kwargs)
|
301 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 137, in _wrapped
|
302 |
+
return await self._propagate_event(
|
303 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/router.py", line 162, in _propagate_event
|
304 |
+
response = await observer.trigger(event, **kwargs)
|
305 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/telegram.py", line 121, in trigger
|
306 |
+
return await wrapped_inner(event, kwargs)
|
307 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/aiogram/dispatcher/event/handler.py", line 43, in call
|
308 |
+
return await wrapped()
|
309 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/bot.py", line 58, in predict_sentence
|
310 |
+
preprocessed_text = preprocessor.transform(text)
|
311 |
+
File "/home/vera/miniforge3/lib/python3.10/site-packages/sklearn/utils/_set_output.py", line 295, in wrapped
|
312 |
+
data_to_wrap = f(self, X, *args, **kwargs)
|
313 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/preprocess_text.py", line 33, in transform
|
314 |
+
return self.clean_text(text)
|
315 |
+
File "/home/vera/ds_bootcamp/nlp-bert-team/bot/preprocess_text.py", line 20, in clean_text
|
316 |
+
text = clean_pattern.sub('', text)
|
317 |
+
TypeError: expected string or bytes-like object
|
318 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
319 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
320 |
+
INFO:aiogram.dispatcher:Polling stopped
|
321 |
+
INFO:aiogram.dispatcher:Start polling
|
322 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
323 |
+
INFO:root:Вера 883002227 запустил бота
|
324 |
+
INFO:aiogram.event:Update id=294508015 is handled. Duration 427 ms by bot id=6864353709
|
325 |
+
INFO:aiogram.event:Update id=294508016 is handled. Duration 84 ms by bot id=6864353709
|
326 |
+
INFO:aiogram.event:Update id=294508017 is handled. Duration 202 ms by bot id=6864353709
|
327 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
328 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
329 |
+
INFO:aiogram.dispatcher:Polling stopped
|
330 |
+
INFO:aiogram.dispatcher:Start polling
|
331 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
332 |
+
INFO:aiogram.event:Update id=294508018 is handled. Duration 230 ms by bot id=6864353709
|
333 |
+
INFO:aiogram.event:Update id=294508019 is handled. Duration 79 ms by bot id=6864353709
|
334 |
+
INFO:aiogram.event:Update id=294508020 is handled. Duration 100 ms by bot id=6864353709
|
335 |
+
INFO:aiogram.event:Update id=294508021 is handled. Duration 82 ms by bot id=6864353709
|
336 |
+
INFO:aiogram.event:Update id=294508022 is handled. Duration 126 ms by bot id=6864353709
|
337 |
+
INFO:aiogram.event:Update id=294508023 is handled. Duration 85 ms by bot id=6864353709
|
338 |
+
INFO:aiogram.event:Update id=294508024 is handled. Duration 213 ms by bot id=6864353709
|
339 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
340 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
341 |
+
INFO:aiogram.dispatcher:Polling stopped
|
342 |
+
INFO:aiogram.dispatcher:Start polling
|
343 |
+
INFO:aiogram.dispatcher:Run polling for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
344 |
+
INFO:root:Вера 883002227 запустил бота
|
345 |
+
INFO:aiogram.event:Update id=294508025 is handled. Duration 216 ms by bot id=6864353709
|
346 |
+
INFO:root:Вера 883002227: Про графику было обидно) я так то проходил все серии гта со второй части по пятую, кроме гта 4. И мне не мешала графика ни в одной из частей. На компе у меня было куча видеокарт. Начиная с 32мб RIVA TNT и заканчивая 2Гб 560Ti на которой я спокойно играю который год в танки, гта5, ведьмака3 купил на распродаже и начал проходить. Да, не на ультрах. С пониженными текстурами. И не мешает. Я не понимаю дрочева на графике, требовать графику уровня плойки 4 минимум. Мне надо чтобы глаза не резало, только и всего. По поводу управления, мне не хватает переходника на type c. У меня джойстик есть от иксбокса360. Потенциала в мобильных играх достаточно чтобы забить кнопки как забивались в той же NFS MW в 2005. Не самая плохая игра была.
|
347 |
+
INFO:aiogram.event:Update id=294508026 is handled. Duration 1126 ms by bot id=6864353709
|
348 |
+
INFO:root:Вера 883002227: В СОВКЕ САМОЕ ЛУЧШЕЕ ОБРАЗОВАНИЕ! - ПО МНЕНИЮ ЛЮБИТЕЛЕЙ ЗАРЯЖАТЬ ВОДУ ОТ ТЕЛЕВИЗОРА В СОВКЕ САМЫЕ КРАСИВЫЕ ДЕВУШКИ! - ПО МНЕНИЮ НОВИОПОВ В СОВКЕ САМЫЕ ЛУЧШИЕ ТОВАРЫ!- ПО МНЕНИЮ ЛЮБИТЕЛЕЙ ПОДТИРАТЬ ЖОПУ ГАЗЕТОЙ, А НЕ ТУАЛЕТНОЙ БУМАГОЙ В СОВКЕ САМАЯ ЛУЧШАЯ МЕДЕЦИНА! - ПО МНЕНИЮ САМОГО АБОРТИРУЕМОГО НАРОДА В СОВКЕ САМАЯ ЛУЧШАЯ ТЕХНИКА! - ПО МНЕНИЮ ЛЮБИТЕЛЕЙ ПЛАГИАТА В СОВКЕ САМЫЙ ВЫСОКИЙ УРОВЕНЬ ЖИЗНИ! - ПО МНЕНИЮ ЛЮБИТЕЛЕЙ ДЕФИЦИТА
|
349 |
+
INFO:aiogram.event:Update id=294508027 is handled. Duration 348 ms by bot id=6864353709
|
350 |
+
WARNING:aiogram.dispatcher:Received SIGINT signal
|
351 |
+
INFO:aiogram.dispatcher:Polling stopped for bot @Toxic_BERT_bot id=6864353709 - 'Toxic_BERT'
|
352 |
+
INFO:aiogram.dispatcher:Polling stopped
|
pages/comments.py
CHANGED
@@ -25,7 +25,7 @@ device = 'cpu'
|
|
25 |
@st.cache_resource
|
26 |
def load_model():
|
27 |
model = BERTClassifier()
|
28 |
-
weights_path = models_path / 'model2' / '
|
29 |
state_dict = torch.load(weights_path, map_location=device)
|
30 |
model.load_state_dict(state_dict)
|
31 |
model.to(device)
|
|
|
25 |
@st.cache_resource
|
26 |
def load_model():
|
27 |
model = BERTClassifier()
|
28 |
+
weights_path = models_path / 'model2' / 'model_weights_new.pth'
|
29 |
state_dict = torch.load(weights_path, map_location=device)
|
30 |
model.load_state_dict(state_dict)
|
31 |
model.to(device)
|