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Update app.py
Browse files
app.py
CHANGED
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@@ -91,6 +91,86 @@ def predict_car_price(vehicle_manufacturer, vehicle_category, current_mileage,
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except Exception as e:
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return f"Ошибка предсказания: {str(e)}"
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#
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with gr.Blocks(title="Car Price Predictor", theme=gr.themes.Soft()) as demo:
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except Exception as e:
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return f"Ошибка предсказания: {str(e)}"
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# Создаем интерфейс
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with gr.Blocks(title="Car Price Predictor", theme=gr.themes.Soft()) as demo:
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gr.Markdown("# 🚗 Car Price Prediction Model")
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gr.Markdown("Введите параметры автомобиля для предсказания цены")
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with gr.Row():
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with gr.Column():
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vehicle_manufacturer = gr.Dropdown(
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choices=['HYUNDAI', 'TOYOTA', 'BMW', 'MAZDA', 'NISSAN', 'MERCEDES-BENZ',
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'LEXUS', 'VOLKSWAGEN', 'HONDA', 'FORD', 'AUDI', 'KIA'],
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label="Производитель",
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value='TOYOTA'
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)
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vehicle_category = gr.Dropdown(
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choices=['Sedan', 'Hatchback', 'Jeep', 'Coupe', 'Minivan', 'Pickup'],
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label="Категория",
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value='Sedan'
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)
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current_mileage = gr.Number(
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label="Пробег (км)",
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value=100000,
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minimum=0
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)
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vehicle_year = gr.Slider(
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label="Год выпуска",
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minimum=1990,
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maximum=2024,
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value=2015,
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step=1
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)
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with gr.Column():
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vehicle_gearbox_type = gr.Dropdown(
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choices=['Automatic', 'Manual', 'Tiptronic'],
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label="Тип коробки передач",
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value='Automatic'
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)
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doors_cnt = gr.Dropdown(
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choices=['2/3', '4/5'],
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label="Количество дверей",
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value='4/5'
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)
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wheels = gr.Dropdown(
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choices=['Left wheel', 'Right-hand drive'],
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label="Расположение руля",
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value='Left wheel'
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)
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vehicle_color = gr.Dropdown(
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choices=['Silver', 'White', 'Grey', 'Black', 'Blue', 'Red'],
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label="Цвет",
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value='Black'
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)
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car_leather_interior = gr.Radio(
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choices=[("Нет", 0), ("Да", 1)],
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label="Кожаный салон",
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value=1
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)
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predict_btn = gr.Button("Предсказать цену", variant="primary")
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output = gr.Textbox(
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label="Результат",
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interactive=False,
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lines=3
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)
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predict_btn.click(
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fn=predict_car_price,
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inputs=[vehicle_manufacturer, vehicle_category, current_mileage,
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vehicle_year, vehicle_gearbox_type, doors_cnt, wheels,
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vehicle_color, car_leather_interior],
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outputs=output
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)
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if __name__ == "__main__":
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demo.launch()
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