Amazon SageMaker Service Update: Added support for Model Registry Staging construct. Users can define series of stages that models can progress through for model workflows and lifecycle. This simplifies tracking and managing models as they transition through development, testing, and production stages.

Author: AWS

.changes/next-release/feature-AmazonSageMakerService-82f92b8.json

@@ -0,0 +1,6 @@
+{
+    "type": "feature",
+    "category": "Amazon SageMaker Service",
+    "contributor": "",
+    "description": "Added support for Model Registry Staging construct. Users can define series of stages that models can progress through for model workflows and lifecycle. This simplifies tracking and managing models as they transition through development, testing, and production stages."
+}

services/sagemaker/src/main/resources/codegen-resources/service-2.json

@@ -696,7 +696,7 @@
       "errors":[
         {"shape":"ResourceNotFound"}
       ],
-      "documentation":"<p>Creates a URL for a specified UserProfile in a Domain. When accessed in a web browser, the user will be automatically signed in to the domain, and granted access to all of the Apps and files associated with the Domain's Amazon Elastic File System volume. This operation can only be called when the authentication mode equals IAM. </p> <p>The IAM role or user passed to this API defines the permissions to access the app. Once the presigned URL is created, no additional permission is required to access this URL. IAM authorization policies for this API are also enforced for every HTTP request and WebSocket frame that attempts to connect to the app.</p> <p>You can restrict access to this API and to the URL that it returns to a list of IP addresses, Amazon VPCs or Amazon VPC Endpoints that you specify. For more information, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/studio-interface-endpoint.html\">Connect to Amazon SageMaker Studio Through an Interface VPC Endpoint</a> .</p> <note> <p>The URL that you get from a call to <code>CreatePresignedDomainUrl</code> has a default timeout of 5 minutes. You can configure this value using <code>ExpiresInSeconds</code>. If you try to use the URL after the timeout limit expires, you are directed to the Amazon Web Services console sign-in page.</p> </note>"
+      "documentation":"<p>Creates a URL for a specified UserProfile in a Domain. When accessed in a web browser, the user will be automatically signed in to the domain, and granted access to all of the Apps and files associated with the Domain's Amazon Elastic File System volume. This operation can only be called when the authentication mode equals IAM. </p> <p>The IAM role or user passed to this API defines the permissions to access the app. Once the presigned URL is created, no additional permission is required to access this URL. IAM authorization policies for this API are also enforced for every HTTP request and WebSocket frame that attempts to connect to the app.</p> <p>You can restrict access to this API and to the URL that it returns to a list of IP addresses, Amazon VPCs or Amazon VPC Endpoints that you specify. For more information, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/studio-interface-endpoint.html\">Connect to Amazon SageMaker Studio Through an Interface VPC Endpoint</a> .</p> <note> <ul> <li> <p>The URL that you get from a call to <code>CreatePresignedDomainUrl</code> has a default timeout of 5 minutes. You can configure this value using <code>ExpiresInSeconds</code>. If you try to use the URL after the timeout limit expires, you are directed to the Amazon Web Services console sign-in page.</p> </li> <li> <p>The JupyterLab session default expiration time is 12 hours. You can configure this value using SessionExpirationDurationInSeconds.</p> </li> </ul> </note>"
     },
     "CreatePresignedMlflowTrackingServerUrl":{
       "name":"CreatePresignedMlflowTrackingServerUrl",
@@ -10206,6 +10206,10 @@
         "ModelCard":{
           "shape":"ModelPackageModelCard",
           "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model package model card schema, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema\">Model package model card schema</a>. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
+        },
+        "ModelLifeCycle":{
+          "shape":"ModelLifeCycle",
+          "documentation":"<p> A structure describing the current state of the model in its life cycle. </p>"
         }
       }
     },
@@ -15724,6 +15728,10 @@
         "ModelCard":{
           "shape":"ModelPackageModelCard",
           "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model package model card schema, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema\">Model package model card schema</a>. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
+        },
+        "ModelLifeCycle":{
+          "shape":"ModelLifeCycle",
+          "documentation":"<p> A structure describing the current state of the model in its life cycle. </p>"
         }
       }
     },
@@ -28104,6 +28112,28 @@
       "max":1,
       "min":1
     },
+    "ModelLifeCycle":{
+      "type":"structure",
+      "required":[
+        "Stage",
+        "StageStatus"
+      ],
+      "members":{
+        "Stage":{
+          "shape":"EntityName",
+          "documentation":"<p> The current stage in the model life cycle. </p>"
+        },
+        "StageStatus":{
+          "shape":"EntityName",
+          "documentation":"<p> The current status of a stage in model life cycle. </p>"
+        },
+        "StageDescription":{
+          "shape":"StageDescription",
+          "documentation":"<p> Describes the stage related details. </p>"
+        }
+      },
+      "documentation":"<p> A structure describing the current state of the model in its life cycle. </p>"
+    },
     "ModelMetadataFilter":{
       "type":"structure",
       "required":[
@@ -28317,6 +28347,10 @@
         },
         "SecurityConfig":{"shape":"ModelPackageSecurityConfig"},
         "ModelCard":{"shape":"ModelPackageModelCard"},
+        "ModelLifeCycle":{
+          "shape":"ModelLifeCycle",
+          "documentation":"<p> A structure describing the current state of the model in its life cycle. </p>"
+        },
         "Tags":{
           "shape":"TagList",
           "documentation":"<p>A list of the tags associated with the model package. For more information, see <a href=\"https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html\">Tagging Amazon Web Services resources</a> in the <i>Amazon Web Services General Reference Guide</i>.</p>"
@@ -35034,6 +35068,12 @@
         "TFRecord"
       ]
     },
+    "StageDescription":{
+      "type":"string",
+      "max":1024,
+      "min":0,
+      "pattern":"^.{0,1024}$"
+    },
     "StageStatus":{
       "type":"string",
       "enum":[
@@ -36467,7 +36507,6 @@
         "ml.p4de.24xlarge",
         "ml.p5.48xlarge",
         "ml.p5e.48xlarge",
-        "ml.p5en.48xlarge",
         "ml.c5.xlarge",
         "ml.c5.2xlarge",
         "ml.c5.4xlarge",
@@ -36489,7 +36528,6 @@
         "ml.trn1.2xlarge",
         "ml.trn1.32xlarge",
         "ml.trn1n.32xlarge",
-        "ml.trn2.48xlarge",
         "ml.m6i.large",
         "ml.m6i.xlarge",
         "ml.m6i.2xlarge",
@@ -38659,6 +38697,14 @@
         "ModelCard":{
           "shape":"ModelPackageModelCard",
           "documentation":"<p>The model card associated with the model package. Since <code>ModelPackageModelCard</code> is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of <code>ModelCard</code>. The <code>ModelPackageModelCard</code> schema does not include <code>model_package_details</code>, and <code>model_overview</code> is composed of the <code>model_creator</code> and <code>model_artifact</code> properties. For more information about the model package model card schema, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema\">Model package model card schema</a>. For more information about the model card associated with the model package, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html\">View the Details of a Model Version</a>.</p>"
+        },
+        "ModelLifeCycle":{
+          "shape":"ModelLifeCycle",
+          "documentation":"<p> A structure describing the current state of the model in its life cycle. </p>"
+        },
+        "ClientToken":{
+          "shape":"ClientToken",
+          "documentation":"<p> A unique token that guarantees that the call to this API is idempotent. </p>"
         }
       }
     },
@@ -39452,7 +39498,7 @@
       "type":"string",
       "max":176,
       "min":1,
-      "pattern":"(arn:aws[a-z\\-]*:sagemaker:[a-z0-9\\-]*:[0-9]{12}:[a-z\\-]*\\/)?([a-zA-Z0-9]([a-zA-Z0-9-]){0,62})(?<!-)(\\/[0-9]{1,5})?$"
+      "pattern":"(arn:aws[a-z\\-]*:sagemaker:[a-z0-9\\-]*:[0-9]{12}:[a-z\\-]*\\/)?([a-zA-Z0-9]([a-zA-Z0-9-]){0,62})(?<!-)(\\/[0-9]{1,9})?$"
     },
     "Vertex":{
       "type":"structure",