Sagemaker local client invoke_endpoint returns different response than non local counterpart

[gpiotti]

Sagemaker local client invoke_endpoint method returns a different response than using the boto3 runtime_client, so it makes debugging difficult in local mode, because the same code wouldn't work in production. The missing part is the ResponseMetadata key in the payload it just returns Body and ContentType I would want to access ResponseMetadata, InvokedProductionVariant and other related metadata in local mode

To reproduce

1. Have a local container running the sagemaker model
2. Invoke the endpoint with sagemaker local client

sagemaker_session = LocalSession()
sagemaker_session.config = {"local": {"local_code": True}}
sm_client = sagemaker_session.sagemaker_runtime_client
response = sm_client.invoke_endpoint(
    EndpointName="local-endpoint-name",
    ContentType="application/json",
    Body=json.dumps(payload),
)
response["ResponseMetadata"]["HTTPStatusCode"] <- Fails

Expected behavior the local client should return the same response as the non-local client local client

{"Body": "foo", "ContentType": "bar"}

non-local client

{"Body": "foo", "ContentType": "bar", "ResponseMetadata": {"foo": "bar"}}

System information A description of your system. Please provide:

• SageMaker Python SDK version: 2.108.0
• Python version: 3.7.10
• CPU or GPU: CPU
• Custom Docker image (Y/N): Y