Add MaxDome packages to v3.1 image

Author: aws-tianquaw

build_artifacts/v3/v3.1/v3.1.0/cpu.env.in

@@ -58,3 +58,7 @@ conda-forge::tf-keras[version='>=2.18.0,<3.0.0']
 conda-forge::git-remote-codecommit[version='>=1.16,<2.0.0']
 conda-forge::docker-cli[version='>=27.5.1,<28.0.0']
 conda-forge::aioboto3[version='>=14.1.0,<15.0.0']
+conda-forge::sagemaker-studio-cli[version='>=1.0.6,<2.0.0']
+conda-forge::sagemaker-studio[version='>=1.0.13,<2.0.0']
+conda-forge::sagemaker-studio-dataengineering-sessions[version='>=1.0.10,<2.0.0']
+conda-forge::sagemaker-studio-dataengineering-extensions[version='>=1.0.9,<2.0.0']

build_artifacts/v3/v3.1/v3.1.0/gpu.env.in

@@ -58,3 +58,7 @@ conda-forge::tf-keras[version='>=2.18.0,<3.0.0']
 conda-forge::git-remote-codecommit[version='>=1.16,<2.0.0']
 conda-forge::docker-cli[version='>=27.5.1,<28.0.0']
 conda-forge::aioboto3[version='>=14.1.0,<15.0.0']
+conda-forge::sagemaker-studio-cli[version='>=1.0.6,<2.0.0']
+conda-forge::sagemaker-studio[version='>=1.0.13,<2.0.0']
+conda-forge::sagemaker-studio-dataengineering-sessions[version='>=1.0.10,<2.0.0']
+conda-forge::sagemaker-studio-dataengineering-extensions[version='>=1.0.9,<2.0.0']