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import sys
import os
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from knowledge_base import KnowledgeBase
def test_recommendations():
kb = KnowledgeBase()
test_profiles = [
{
'name': 'ML профиль',
'profile': {
'programming_experience': 4,
'math_level': 3,
'interests': ['ml', 'dl', 'nlp'],
'semester': 1
}
},
{
'name': 'Product профиль',
'profile': {
'programming_experience': 2,
'math_level': 1,
'interests': ['product', 'business'],
'semester': 2
}
},
{
'name': 'Research профиль',
'profile': {
'programming_experience': 3,
'math_level': 4,
'interests': ['research', 'math', 'stats'],
'semester': 3
}
}
]
print('Тестирование системы рекомендаций...')
for test_case in test_profiles:
print(f'\n{test_case["name"]}:')
recommendations = kb.recommend(test_case['profile'])
if recommendations:
print(f'Найдено рекомендаций: {len(recommendations)}')
for i, rec in enumerate(recommendations[:3], 1):
print(f' {i}. {rec["name"]} ({rec["semester"]} семестр)')
else:
print('Рекомендации не найдены')
print('\nТест завершен')
if __name__ == '__main__':
test_recommendations()
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