74 lines
2.6 KiB
Bash
74 lines
2.6 KiB
Bash
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#!/bin/bash
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# Скрипт для обновления базы данных и переобучения моделей
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set -e # Остановка при ошибке
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echo "======================================"
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echo "Начало обновления моделей"
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echo "======================================"
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echo ""
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# Активация виртуального окружения
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source .venv/bin/activate
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# 1. Парсинг про матчей
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echo "======================================"
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echo "1. Парсинг про матчей..."
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echo "======================================"
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python start/parse_pro_matches.py
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echo ""
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# 2. Парсинг деталей про матчей
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echo "======================================"
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echo "2. Парсинг деталей про матчей..."
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echo "======================================"
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python start/parse_pro_details_match.py
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echo ""
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# 3. Построение датасета
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echo "======================================"
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echo "3. Построение датасета из БД..."
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echo "======================================"
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python educationML/build_dataset_pro.py
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echo ""
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# 4. Обучение модели Long-Format (Heroes + Positions)
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echo "======================================"
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echo "4. Обучение модели Long-Format..."
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echo "======================================"
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python educationML/train_model_pro.py
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echo ""
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# 5. Обучение модели Bag of Heroes
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echo "======================================"
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echo "5. Обучение модели Bag of Heroes..."
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echo "======================================"
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python educationML/train_model_bag_of_heroes.py
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echo ""
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# 6. Построение датасета с игроками
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echo "======================================"
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echo "6. Построение датасета с игроками..."
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echo "======================================"
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python educationML/build_dataset_with_players.py
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echo ""
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# 7. Обучение модели With Players
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echo "======================================"
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echo "7. Обучение модели With Players..."
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echo "======================================"
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python educationML/train_model_with_players.py
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echo ""
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# 8. Обучение мета-модели (Stacking)
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echo "======================================"
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echo "8. Обучение мета-модели (Stacking)..."
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echo "======================================"
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python educationML/train_model_stacking.py
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echo ""
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echo "======================================"
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echo "✅ Все модели успешно обновлены!"
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echo "======================================"
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