def predict():
    """
    @summary: 预测数据
    """
    test_x,doc_id,ent_id,sen,ent_text,dianhua = get_data()
    model = models.load_model("model_person.model",
                              custom_objects={'precision': precision,
                                              'recall': recall,
                                              'f1_score': f1_score}
                              )
    predict_y = model.predict([test_x[0], test_x[1]])
    label = [np.argmax(y) for y in predict_y]