Update app.py
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app.py
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import
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)
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#
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"Total tippers"
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@render.express
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def total_tippers():
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tips_data().shape[0]
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with ui.value_box(showcase=ICONS["wallet"]):
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"Average tip"
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@render.express
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def average_tip():
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d = tips_data()
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if d.shape[0] > 0:
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perc = d.tip / d.total_bill
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f"{perc.mean():.1%}"
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with ui.value_box(showcase=ICONS["currency-dollar"]):
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"Average bill"
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@render.express
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def average_bill():
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d = tips_data()
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if d.shape[0] > 0:
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bill = d.total_bill.mean()
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f"${bill:.2f}"
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with ui.layout_columns(col_widths=[6, 6, 12]):
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with ui.card(full_screen=True):
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ui.card_header("Tips data")
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@render.data_frame
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def table():
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return render.DataGrid(tips_data())
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with ui.card(full_screen=True):
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with ui.card_header(class_="d-flex justify-content-between align-items-center"):
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"Total bill vs tip"
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with ui.popover(title="Add a color variable", placement="top"):
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ICONS["ellipsis"]
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ui.input_radio_buttons(
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"scatter_color",
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None,
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["none", "sex", "smoker", "day", "time"],
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inline=True,
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)
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@render_plotly
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def scatterplot():
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color = input.scatter_color()
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return px.scatter(
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tips_data(),
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x="total_bill",
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y="tip",
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color=None if color == "none" else color,
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trendline="lowess",
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)
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with ui.card(full_screen=True):
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with ui.card_header(class_="d-flex justify-content-between align-items-center"):
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"Tip percentages"
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with ui.popover(title="Add a color variable"):
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ICONS["ellipsis"]
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ui.input_radio_buttons(
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"tip_perc_y",
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"Split by:",
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["sex", "smoker", "day", "time"],
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selected="day",
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inline=True,
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)
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@render_plotly
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def tip_perc():
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from ridgeplot import ridgeplot
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dat = tips_data()
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dat["percent"] = dat.tip / dat.total_bill
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yvar = input.tip_perc_y()
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uvals = dat[yvar].unique()
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samples = [[dat.percent[dat[yvar] == val]] for val in uvals]
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plt = ridgeplot(
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samples=samples,
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labels=uvals,
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bandwidth=0.01,
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colorscale="viridis",
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colormode="row-index",
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)
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plt.update_layout(
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legend=dict(
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orientation="h", yanchor="bottom", y=1.02, xanchor="center", x=0.5
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)
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)
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return plt
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ui.include_css(app_dir / "styles.css")
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# --------------------------------------------------------
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# Reactive calculations and effects
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# --------------------------------------------------------
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@reactive.calc
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def tips_data():
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bill = input.total_bill()
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idx1 = tips.total_bill.between(bill[0], bill[1])
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idx2 = tips.time.isin(input.time())
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return tips[idx1 & idx2]
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@reactive.effect
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@reactive.event(input.reset)
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def _():
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ui.update_slider("total_bill", value=bill_rng)
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ui.update_checkbox_group("time", selected=["Lunch", "Dinner"])
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import logging
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from telegram import Update
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from telegram.ext import Updater, CommandHandler, CallbackContext
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from transformers import pipeline
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# Включаем логирование
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logging.basicConfig(format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', level=logging.INFO)
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# Инициализация модели генерации текста
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generator = pipeline('text-generation', model='distilgpt2')
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# Функция для обработки команды /start
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def start(update: Update, context: CallbackContext) -> None:
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update.message.reply_text('Привет! Я бот для ответов на сообщения с Авито.')
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# Функция для обработки команды /respond
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def respond(update: Update, context: CallbackContext) -> None:
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user_message = update.message.text # Получаем текст сообщения от пользователя
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response = generate_response(user_message)
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update.message.reply_text(response)
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# Функция генерации ответа с помощью модели Hugging Face
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def generate_response(message: str) -> str:
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# Генерация ответа с помощью модели
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generated = generator(message, max_length=50, num_return_sequences=1)
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return generated[0]['generated_text']
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# Основная функция
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def main():
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# Замените 'ВАШ_ТОКЕН' на токен вашего бота
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updater = Updater("7651372274:AAF-BCJL1PTKm_BbG9TpUllCnp8e0ifXPkA", use_context=True)
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dispatcher = updater.dispatcher
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# Обработчики команд
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dispatcher.add_handler(CommandHandler("start", start))
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dispatcher.add_handler(CommandHandler("respond", respond))
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# Запуск бота
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updater.start_polling()
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updater.idle()
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if __name__ == '__main__':
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main()
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