def init()

in diabetes_regression/scoring/parallel_batchscore.py [0:0]

• 16 lines of code
• 2 McCabe index (conditional complexity)

def init():
    """
    Initializer called once per node that runs the scoring job. Parse command
    line arguments and get the right model to use for scoring.
    """
    try:
        print("Initializing batch scoring script...")

        # Get the model using name/version/tags filter
        model_filter = parse_args()
        amlmodel = get_model(
            model_name=model_filter[0],
            model_version=model_filter[1],
            tag_name=model_filter[2],
            tag_value=model_filter[3])

        # Load the model using name/version found
        global model
        modelpath = Model.get_model_path(
            model_name=amlmodel.name, version=amlmodel.version)
        model = joblib.load(modelpath)
        print("Loaded model {}".format(model_filter[0]))
    except Exception as ex:
        print("Error: {}".format(ex))