Merge remote-tracking branch 'origin/main' into release-2.4.3

Author: Ruinong Tian

environment.yml

@@ -14,4 +14,5 @@ dependencies:
   - black
   - isort
   - pre-commit
-  - condastats
+  - condastats>=0.2.1
+  - s3fs>=2025.3.2

support_policy.md

@@ -21,6 +21,7 @@ The tables below lists the supported SageMaker Distribution image versions and t
 | Image Version | ECR Image URI | Planned End of Support Date |
 | :---:         | :---:         | :---:                       |
 | 3.0.x         | public.ecr.aws/sagemaker/sagemaker-distribution:3.0-cpu  | Sep 29th, 2025  |
+| 2.6.x         | public.ecr.aws/sagemaker/sagemaker-distribution:2.6-cpu  | Oct 28th, 2025  |
 | 2.4.x         | public.ecr.aws/sagemaker/sagemaker-distribution:2.4-cpu  | Sep 7th, 2025  |
 | 2.3.x         | public.ecr.aws/sagemaker/sagemaker-distribution:2.3-cpu  | Jul 27th, 2025 |
 | 2.2.x         | public.ecr.aws/sagemaker/sagemaker-distribution:2.2-cpu  | May 15th, 2025 |
@@ -33,6 +34,7 @@ The tables below lists the supported SageMaker Distribution image versions and t
 | Image Version | ECR Image URI | Planned End of Support Date |
 | :---:         | :---:         | :---:                       |
 | 3.0.x         | public.ecr.aws/sagemaker/sagemaker-distribution:3.0-gpu  | Sep 29th, 2025  |
+| 2.6.x         | public.ecr.aws/sagemaker/sagemaker-distribution:2.6-gpu  | Oct 28th, 2025  |
 | 2.4.x         | public.ecr.aws/sagemaker/sagemaker-distribution:2.4-gpu  | Sep 7th, 2025  |
 | 2.3.x         | public.ecr.aws/sagemaker/sagemaker-distribution:2.3-gpu  | Jul 27th, 2025 |
 | 2.2.x         | public.ecr.aws/sagemaker/sagemaker-distribution:2.2-gpu  | May 15th, 2025 |