Merge branch 'master' into master

Author: sage-maker

src/sagemaker/image_uri_config/autogluon.json

@@ -12,7 +12,8 @@
             "0.7": "0.7.0",
             "0.8": "0.8.2",
             "1.0": "1.0.0",
-            "1.1": "1.1.1"
+            "1.1": "1.1.1",
+            "1.2": "1.2.0"
         },
         "versions": {
             "0.3.1": {
@@ -563,6 +564,47 @@
                 "py_versions": [
                     "py311"
                 ]
+            },
+            "1.2.0": {
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "il-central-1": "780543022126",
+                    "ap-east-1": "871362719292",
+                    "ap-northeast-1": "763104351884",
+                    "ap-northeast-2": "763104351884",
+                    "ap-northeast-3": "364406365360",
+                    "ap-south-1": "763104351884",
+                    "ap-southeast-1": "763104351884",
+                    "ap-southeast-2": "763104351884",
+                    "ap-southeast-3": "907027046896",
+                    "ap-southeast-4": "457447274322",
+                    "ca-central-1": "763104351884",
+                    "eu-central-1": "763104351884",
+                    "eu-north-1": "763104351884",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "me-south-1": "217643126080",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-east-1": "446045086412",
+                    "us-gov-west-1": "442386744353",
+                    "us-iso-east-1": "886529160074",
+                    "us-isob-east-1": "094389454867",
+                    "us-west-1": "763104351884",
+                    "us-west-2": "763104351884",
+                    "ca-west-1": "204538143572"
+                },
+                "repository": "autogluon-training",
+                "processors": [
+                    "cpu",
+                    "gpu"
+                ],
+                "py_versions": [
+                    "py311"
+                ]
             }
         }
     },
@@ -575,7 +617,8 @@
             "0.7": "0.7.0",
             "0.8": "0.8.2",
             "1.0": "1.0.0",
-            "1.1": "1.1.1"
+            "1.1": "1.1.1",
+            "1.2": "1.2.0"
         },
         "versions": {
             "0.3.1": {
@@ -1157,6 +1200,49 @@
                 "py_versions": [
                     "py311"
                 ]
+            },
+            "1.2.0": {
+                "registries": {
+                    "af-south-1": "626614931356",
+                    "il-central-1": "780543022126",
+                    "ap-east-1": "871362719292",
+                    "ap-northeast-1": "763104351884",
+                    "ap-northeast-2": "763104351884",
+                    "ap-northeast-3": "364406365360",
+                    "ap-south-1": "763104351884",
+                    "ap-southeast-1": "763104351884",
+                    "ap-southeast-2": "763104351884",
+                    "ap-southeast-3": "907027046896",
+                    "ap-southeast-4": "457447274322",
+                    "ca-central-1": "763104351884",
+                    "cn-north-1": "727897471807",
+                    "cn-northwest-1": "727897471807",
+                    "eu-central-1": "763104351884",
+                    "eu-north-1": "763104351884",
+                    "eu-west-1": "763104351884",
+                    "eu-west-2": "763104351884",
+                    "eu-west-3": "763104351884",
+                    "eu-south-1": "692866216735",
+                    "me-south-1": "217643126080",
+                    "sa-east-1": "763104351884",
+                    "us-east-1": "763104351884",
+                    "us-east-2": "763104351884",
+                    "us-gov-east-1": "446045086412",
+                    "us-gov-west-1": "442386744353",
+                    "us-iso-east-1": "886529160074",
+                    "us-isob-east-1": "094389454867",
+                    "us-west-1": "763104351884",
+                    "us-west-2": "763104351884",
+                    "ca-west-1": "204538143572"
+                },
+                "repository": "autogluon-inference",
+                "processors": [
+                    "cpu",
+                    "gpu"
+                ],
+                "py_versions": [
+                    "py311"
+                ]
             }
         }
     }

src/sagemaker/serve/model_server/multi_model_server/inference.py

@@ -21,7 +21,7 @@
 METADATA_PATH = Path(__file__).parent.joinpath("metadata.json")
 
 
-def model_fn(model_dir):
+def model_fn(model_dir, context=None):
     """Overrides default method for loading a model"""
     shared_libs_path = Path(model_dir + "/shared_libs")
 
@@ -40,7 +40,7 @@ def model_fn(model_dir):
         return partial(inference_spec.invoke, model=inference_spec.load(model_dir))
 
 
-def input_fn(input_data, content_type):
+def input_fn(input_data, content_type, context=None):
     """Deserializes the bytes that were received from the model server"""
     try:
         if hasattr(schema_builder, "custom_input_translator"):
@@ -72,12 +72,12 @@ def input_fn(input_data, content_type):
         raise Exception("Encountered error in deserialize_request.") from e
 
 
-def predict_fn(input_data, predict_callable):
+def predict_fn(input_data, predict_callable, context=None):
     """Invokes the model that is taken in by model server"""
     return predict_callable(input_data)
 
 
-def output_fn(predictions, accept_type):
+def output_fn(predictions, accept_type, context=None):
     """Prediction is serialized to bytes and sent back to the customer"""
     try:
         if hasattr(inference_spec, "postprocess"):