from function.model_manager import ModelManager

# 创建模型管理器实例
manager = ModelManager()

# 获取所有已训练模型
result = manager.get_finished_models(
    page=1,
    page_size=10,
    experiment_name='breast_cancer_classification_3'
)

# 打印结果
print("\n已训练模型列表:")
print(f"状态: {result['status']}")
if result['status'] == 'success':
    print(f"\n总数: {result['total_count']}")
    print(f"当前页: {result['page']}")
    print(f"每页数量: {result['page_size']}")
    print("\n模型列表:")
    for model in result['models']:
        '''
            'run_id': run['run_id'],
            'experiment_id': run['experiment_id'],
        '''
        print(f"run_id", model['run_id'])
        print(f"experiment_id", model['experiment_id'])
        print(f"算法: {model['algorithm']}")
        print(f"任务类型: {model['task_type']}")
        print(f"数据集: {model['dataset']}")

        print(f"训练开始时间: {model['training_start_time']}")
        print(f"训练结束时间: {model['training_end_time']}")
        print("模型参数:")
        for k, v in model['parameters'].items():
            print(f" {k}: {v}")
        print("评估指标:")
        for metric_name, metric_value in model['metrics'].items():
            print(f"  {metric_name}: {metric_value:.4f}")
else:
    print(f"错误信息: {result['message']}")