Resolve invalid combination of endpoint config options (#4659)

This resolves the error: "ManagedInstanceScaling is not supported with
the given EndpointConfig setup."

Author: koopmant

app/grandchallenge/components/backends/amazon_sagemaker_endpoint.py

@@ -166,11 +166,6 @@ def create_endpoint_config(self):
                     "InitialInstanceCount": 1,
                     "InitialVariantWeight": 1,
                     "InstanceType": self._instance_type.name,
-                    "ManagedInstanceScaling": {
-                        "MaxInstanceCount": 1,
-                        "MinInstanceCount": 1,
-                        "Status": "ENABLED",
-                    },
                     "ModelName": self._endpoint_name,
                     "VolumeSizeInGB": self._required_volume_size_gb,
                 }

app/tests/components_tests/test_amazon_sagemaker_endpoint_backend.py

@@ -226,11 +226,6 @@ def test_endpoint_create_endpoint_config(settings):
                         "InitialInstanceCount": 1,
                         "InitialVariantWeight": 1,
                         "InstanceType": orchestrator._instance_type.name,
-                        "ManagedInstanceScaling": {
-                            "MaxInstanceCount": 1,
-                            "MinInstanceCount": 1,
-                            "Status": "ENABLED",
-                        },
                         "ModelName": endpoint.endpoint_name,
                         "VolumeSizeInGB": orchestrator._required_volume_size_gb,
                     }