from sagemaker_migration import frameworks as fwk import os if __name__ == "__main__": ''' ''' # Real Time sk_model = fwk.SKLearnModel( version = "0.23-1", model_data = 'model.joblib', inference_option = 'real-time', inference = 'inference.py', instance_type = 'ml.m5.xlarge' ) # Serverless sk_model = fwk.SKLearnModel( version = "0.23-1", model_data = 'model.joblib', inference_option = 'serverless', inference = 'inference.py', concurrency = 5 ) sk_model.deploy_to_sagemaker()