sagemaker deploy serverless endpoint

deploy_serverless.py

import boto3

sm_client = boto3.client('sagemaker', region_name='us-east-1')

endpoint_config_name = 'titanic-survival-serverless-endpoint-config'
print(endpoint_config_name)
create_endpoint_config_response = sm_client.create_endpoint_config(
    EndpointConfigName = endpoint_config_name,
    ProductionVariants=[        {
            "ModelName": "titanic-survival-v1",
            "VariantName": "AllTraffic",
            "ServerlessConfig": {
                "MemorySizeInMB": 1024,
                "MaxConcurrency": 20
            }
        } ])

endpoint_name = 'titanic-survival-serverless-endpoint'
print("EndpointName={}".format(endpoint_name))

create_endpoint_response = sm_client.create_endpoint(
    EndpointName=endpoint_name,
    EndpointConfigName=endpoint_config_name)
print(create_endpoint_response['EndpointArn'])