Amazon SageMaker Service Update: Amazon SageMaker now supports automatic mounting of a user's home folder in the Amazon Elastic File System (EFS) associated with the SageMaker Studio domain to their Studio Spaces to enable users to share data between their own private spaces.

AWS · AWS · commit d60f57904904 · 2024-09-03T18:06:02.000Z
diff --git a/.changes/next-release/feature-AmazonSageMakerService-25b841c.json b/.changes/next-release/feature-AmazonSageMakerService-25b841c.json
@@ -0,0 +1,6 @@
+{
+    "type": "feature",
+    "category": "Amazon SageMaker Service",
+    "contributor": "",
+    "description": "Amazon SageMaker now supports automatic mounting of a user's home folder in the Amazon Elastic File System (EFS) associated with the SageMaker Studio domain to their Studio Spaces to enable users to share data between their own private spaces."
+}
diff --git a/services/sagemaker/src/main/resources/codegen-resources/service-2.json b/services/sagemaker/src/main/resources/codegen-resources/service-2.json
@@ -4435,7 +4435,7 @@
       "type":"string",
       "max":2048,
       "min":1,
-      "pattern":"^arn:aws(-cn|-us-gov)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:algorithm/[\\S]{1,2048}$"
+      "pattern":"^arn:aws(-cn|-us-gov|-iso-f)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:algorithm/[\\S]{1,2048}$"
     },
     "AlgorithmImage":{
       "type":"string",
@@ -6077,6 +6077,14 @@
         "Descending"
       ]
     },
+    "AutoMountHomeEFS":{
+      "type":"string",
+      "enum":[
+        "Enabled",
+        "Disabled",
+        "DefaultAsDomain"
+      ]
+    },
     "AutoParameter":{
       "type":"structure",
       "required":[
@@ -7306,7 +7314,7 @@
     "ClusterInstanceGroupSpecifications":{
       "type":"list",
       "member":{"shape":"ClusterInstanceGroupSpecification"},
-      "max":20,
+      "max":100,
       "min":1
     },
     "ClusterInstancePlacement":{
@@ -7646,7 +7654,7 @@
       "type":"string",
       "max":2048,
       "min":1,
-      "pattern":"^arn:aws(-cn|-us-gov)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:code-repository/[\\S]{1,2048}$"
+      "pattern":"^arn:aws(-cn|-us-gov|-iso-f)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:code-repository/[\\S]{1,2048}$"
     },
     "CodeRepositoryContains":{
       "type":"string",
@@ -8018,7 +8026,7 @@
         },
         "Environment":{
           "shape":"EnvironmentMap",
-          "documentation":"<p>The environment variables to set in the Docker container.</p> <p>The maximum length of each key and value in the <code>Environment</code> map is 1024 bytes. The maximum length of all keys and values in the map, combined, is 32 KB. If you pass multiple containers to a <code>CreateModel</code> request, then the maximum length of all of their maps, combined, is also 32 KB.</p>"
+          "documentation":"<p>The environment variables to set in the Docker container. Don't include any sensitive data in your environment variables.</p> <p>The maximum length of each key and value in the <code>Environment</code> map is 1024 bytes. The maximum length of all keys and values in the map, combined, is 32 KB. If you pass multiple containers to a <code>CreateModel</code> request, then the maximum length of all of their maps, combined, is also 32 KB.</p>"
         },
         "ModelPackageName":{
           "shape":"VersionedArnOrName",
@@ -10871,7 +10879,7 @@
         },
         "Environment":{
           "shape":"TransformEnvironmentMap",
-          "documentation":"<p>The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.</p>"
+          "documentation":"<p>The environment variables to set in the Docker container. Don't include any sensitive data in your environment variables. We support up to 16 key and values entries in the map.</p>"
         },
         "TransformInput":{
           "shape":"TransformInput",
@@ -20918,7 +20926,7 @@
     "ImageArn":{
       "type":"string",
       "max":256,
-      "pattern":"^arn:aws(-[\\w]+)*:sagemaker:.+:[0-9]{12}:image/[a-z0-9]([-.]?[a-z0-9])*$"
+      "pattern":"^arn:aws(-[\\w]+)*:sagemaker:.+:[0-9]{12}:image/[a-zA-Z0-9]([-.]?[a-zA-Z0-9])*$"
     },
     "ImageBaseImage":{
       "type":"string",
@@ -28158,7 +28166,7 @@
       "type":"string",
       "max":2048,
       "min":1,
-      "pattern":"^arn:aws(-cn|-us-gov)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:model-package/[\\S]{1,2048}$"
+      "pattern":"^arn:aws(-cn|-us-gov|-iso-f)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:model-package/[\\S]{1,2048}$"
     },
     "ModelPackageArnList":{
       "type":"list",
@@ -28268,7 +28276,7 @@
       "type":"string",
       "max":2048,
       "min":1,
-      "pattern":"^arn:aws(-cn|-us-gov)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:model-package-group/[\\S]{1,2048}$"
+      "pattern":"^arn:aws(-cn|-us-gov|-iso-f)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:model-package-group/[\\S]{1,2048}$"
     },
     "ModelPackageGroupSortBy":{
       "type":"string",
@@ -32283,7 +32291,7 @@
       "type":"string",
       "max":2048,
       "min":1,
-      "pattern":"^arn:aws(-cn|-us-gov)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:project/[\\S]{1,2048}$"
+      "pattern":"^arn:aws(-cn|-us-gov|-iso-f)?:sagemaker:[a-z0-9\\-]{9,16}:[0-9]{12}:project/[\\S]{1,2048}$"
     },
     "ProjectEntityName":{
       "type":"string",
@@ -35307,7 +35315,7 @@
     "StudioLifecycleConfigArn":{
       "type":"string",
       "max":256,
-      "pattern":"arn:aws[a-z\\-]*:sagemaker:[a-z0-9\\-]*:[0-9]{12}:studio-lifecycle-config/.*"
+      "pattern":"^(arn:aws[a-z\\-]*:sagemaker:[a-z0-9\\-]*:[0-9]{12}:studio-lifecycle-config/.*|None)$"
     },
     "StudioLifecycleConfigContent":{
       "type":"string",
@@ -39092,6 +39100,10 @@
         "StudioWebPortalSettings":{
           "shape":"StudioWebPortalSettings",
           "documentation":"<p>Studio settings. If these settings are applied on a user level, they take priority over the settings applied on a domain level.</p>"
+        },
+        "AutoMountHomeEFS":{
+          "shape":"AutoMountHomeEFS",
+          "documentation":"<p>Indicates whether auto-mounting of an EFS volume is supported for the user profile. The <code>DefaultAsDomain</code> value is only supported for user profiles. Do not use the <code>DefaultAsDomain</code> value when setting this parameter for a domain.</p>"
         }
       },
       "documentation":"<p>A collection of settings that apply to users in a domain. These settings are specified when the <code>CreateUserProfile</code> API is called, and as <code>DefaultUserSettings</code> when the <code>CreateDomain</code> API is called.</p> <p> <code>SecurityGroups</code> is aggregated when specified in both calls. For all other settings in <code>UserSettings</code>, the values specified in <code>CreateUserProfile</code> take precedence over those specified in <code>CreateDomain</code>.</p>"
