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AWS sagemaker documentation change

Service: sagemaker · 2026-06-28 · Documentation low

File: sagemaker/latest/dg/async-inference-check-predictions.md

Summary

Updated SageMaker Session import path and initialization syntax

Security assessment

Change only updates Python import statements and class initialization for SDK consistency. No security-related content was added, modified, or referenced in the diff. The functionality for reading S3 files remains identical.

Diff

diff --git a/sagemaker/latest/dg/async-inference-check-predictions.md b/sagemaker/latest/dg/async-inference-check-predictions.md
index f67f3f18c..f7ded0066 100644
--- a//sagemaker/latest/dg/async-inference-check-predictions.md
+++ b//sagemaker/latest/dg/async-inference-check-predictions.md
@@ -110 +110 @@ For information about supported content types, see [Common data formats for infe
-With the Amazon S3 output location, you can then use a [SageMaker Python SDK SageMaker AI Session Class](https://sagemaker.readthedocs.io/en/stable/api/utility/session.html?highlight=session) to read in Amazon S3 files. The following code example shows how to create a function (`get_ouput`) that repeatedly attempts to read a file from the Amazon S3 output location:
+With the Amazon S3 output location, you can then use a [SageMaker Python SDK SageMaker AI Session Class](https://sagemaker.readthedocs.io/en/stable/api/sagemaker_core.html) to read in Amazon S3 files. The following code example shows how to create a function (`get_ouput`) that repeatedly attempts to read a file from the Amazon S3 output location:
@@ -113 +113 @@ With the Amazon S3 output location, you can then use a [SageMaker Python SDK Sag
-    import sagemaker
+    from sagemaker.core.helper.session_helper import Session
@@ -117 +117 @@ With the Amazon S3 output location, you can then use a [SageMaker Python SDK Sag
-    sagemaker_session = sagemaker.session.Session()
+    sagemaker_session = Session()