from function.model_manager import ModelManager

model_manager = ModelManager()

print(model_manager.predict(run_id = "33939ea6d8ce4d43a268f23f7361651e",\
                            data_path="/home/admin-root/haotian/MLPlatform/dataset/dataset_processed/breast_cancer_20250219_145614/test_breast_cancer_20250219_145614.csv",\
                            output_path="predictions/pred_breast_cancer_20250219_145614.csv" ,\
                            metrics= ["accuracy", "f1", "precision", "recall"] ))