fix: add role parameter to BaseEvaluator

sagemaker-train/src/sagemaker/train/evaluate/base_evaluator.py

@@ -49,6 +49,10 @@ class BaseEvaluator(BaseModel):
     Attributes:
         region (Optional[str]): AWS region for evaluation jobs. If not provided, will use
             SAGEMAKER_REGION env var or default region.
+        role (Optional[str]): IAM execution role ARN for SageMaker pipeline and training jobs.
+            If not provided, will be derived from the session's caller identity. Use this when
+            running outside SageMaker-managed environments (e.g., local notebooks, CI/CD) where
+            the caller identity is not a SageMaker-assumable role.
         sagemaker_session (Optional[Any]): SageMaker session object. If not provided, a default
             session will be created automatically.
         model (Union[str, Any]): Model for evaluation. Can be:
@@ -88,6 +92,7 @@ class BaseEvaluator(BaseModel):
     """
 
     region: Optional[str] = None
+    role: Optional[str] = None
     sagemaker_session: Optional[Any] = None
     model: Union[str, BaseTrainer, ModelPackage]
     base_eval_name: Optional[str] = None
@@ -631,9 +636,12 @@ def _get_aws_execution_context(self) -> Dict[str, str]:
                 - account_id (str): AWS account ID
         """
         # Get role ARN
-        role_arn = (self.sagemaker_session.get_caller_identity_arn() 
-                   if hasattr(self.sagemaker_session, 'get_caller_identity_arn') 
-                   else self.sagemaker_session.expand_role())
+        if self.role:
+            role_arn = self.role
+        else:
+            role_arn = (self.sagemaker_session.get_caller_identity_arn()
+                       if hasattr(self.sagemaker_session, 'get_caller_identity_arn')
+                       else self.sagemaker_session.expand_role())
 
         # Get region - prefer self.region if set, otherwise extract from session
         region = self.region or (self.sagemaker_session.boto_region_name 

sagemaker-train/tests/unit/train/evaluate/test_base_evaluator.py

@@ -738,6 +738,27 @@ def test_get_aws_execution_context(self, mock_resolve, mock_session, mock_model_
         assert context['region'] == DEFAULT_REGION
         assert context['account_id'] == '123456789012'
 
+    @patch("sagemaker.train.common_utils.model_resolution._resolve_base_model")
+    def test_get_aws_execution_context_with_explicit_role(self, mock_resolve, mock_session, mock_model_info):
+        """Test that an explicit role overrides the session-derived role."""
+        mock_resolve.return_value = mock_model_info
+        explicit_role = "arn:aws:iam::123456789012:role/service-role/AmazonSageMaker-ExecutionRole"
+
+        evaluator = BaseEvaluator(
+            model=DEFAULT_MODEL,
+            s3_output_path=DEFAULT_S3_OUTPUT,
+            mlflow_resource_arn=DEFAULT_MLFLOW_ARN,
+            model_package_group=DEFAULT_MODEL_PACKAGE_GROUP_ARN,
+            sagemaker_session=mock_session,
+            region=DEFAULT_REGION,
+            role=explicit_role,
+        )
+
+        context = evaluator._get_aws_execution_context()
+
+        assert context['role_arn'] == explicit_role
+        mock_session.get_caller_identity_arn.assert_not_called()
+
     @patch("sagemaker.train.common_utils.model_resolution._resolve_base_model")
     def test_get_aws_execution_context_without_region(self, mock_resolve, mock_session, mock_model_info):
         """Test getting AWS execution context without explicit region."""