aws-cloudformation · MadhubalasriB · Jul 21, 2022
diff --git a/README.md b/README.md
@@ -9,6 +9,7 @@ This repository contains code to manage the following SageMaker resource provide
 - AWS::SageMaker::FeatureGroup
 - AWS::SageMaker::Project
 - AWS::SageMaker::ModelPackageGroup
+- AWS::SageMaker::ModelPackage
 - AWS::SageMaker::ModelExplainabilityJobDefinition
 - AWS::SageMaker::ModelBiasJobDefinition
 - AWS::SageMaker::DataQualityJobDefinition

diff --git a/aws-sagemaker-modelpackage/.rpdk-config b/aws-sagemaker-modelpackage/.rpdk-config
@@ -0,0 +1,25 @@
+{
+    "artifact_type": "RESOURCE",
+    "typeName": "AWS::SageMaker::ModelPackage",
+    "language": "java",
+    "runtime": "java8",
+    "entrypoint": "software.amazon.sagemaker.modelpackage.HandlerWrapper::handleRequest",
+    "testEntrypoint": "software.amazon.sagemaker.modelpackage.HandlerWrapper::testEntrypoint",
+    "settings": {
+        "version": false,
+        "subparser_name": null,
+        "verbose": 0,
+        "force": false,
+        "type_name": null,
+        "artifact_type": null,
+        "namespace": [
+            "software",
+            "amazon",
+            "sagemaker",
+            "modelpackage"
+        ],
+        "codegen_template_path": "guided_aws",
+        "protocolVersion": "2.0.0"
+    },
+    "executableEntrypoint": "software.amazon.sagemaker.modelpackage.HandlerWrapperExecutable"
+}
diff --git a/aws-sagemaker-modelpackage/README.md b/aws-sagemaker-modelpackage/README.md
diff --git a/aws-sagemaker-modelpackage/aws-sagemaker-modelpackage.json b/aws-sagemaker-modelpackage/aws-sagemaker-modelpackage.json
diff --git a/aws-sagemaker-modelpackage/docs/README.md b/aws-sagemaker-modelpackage/docs/README.md
diff --git a/aws-sagemaker-modelpackage/docs/additionalinferencespecificationdefinition.md b/aws-sagemaker-modelpackage/docs/additionalinferencespecificationdefinition.md
@@ -0,0 +1,121 @@
+# AWS::SageMaker::ModelPackage AdditionalInferenceSpecificationDefinition
+
+Additional Inference Specification specifies details about inference jobs that can be run with models based on this model package.AdditionalInferenceSpecifications can be added to existing model packages using AdditionalInferenceSpecificationsToAdd.
+
+## Syntax
+
+To declare this entity in your AWS CloudFormation template, use the following syntax:
+
+### JSON
+
+<pre>
+{
+    "<a href="#containers" title="Containers">Containers</a>" : <i>[ <a href="modelpackagecontainerdefinition.md">ModelPackageContainerDefinition</a>, ... ]</i>,
+    "<a href="#description" title="Description">Description</a>" : <i>String</i>,
+    "<a href="#name" title="Name">Name</a>" : <i>String</i>,
+    "<a href="#supportedcontenttypes" title="SupportedContentTypes">SupportedContentTypes</a>" : <i>[ String, ... ]</i>,
+    "<a href="#supportedrealtimeinferenceinstancetypes" title="SupportedRealtimeInferenceInstanceTypes">SupportedRealtimeInferenceInstanceTypes</a>" : <i>[ String, ... ]</i>,
+    "<a href="#supportedresponsemimetypes" title="SupportedResponseMIMETypes">SupportedResponseMIMETypes</a>" : <i>[ String, ... ]</i>,
+    "<a href="#supportedtransforminstancetypes" title="SupportedTransformInstanceTypes">SupportedTransformInstanceTypes</a>" : <i>[ String, ... ]</i>
+}
+</pre>
+
+### YAML
+
+<pre>
+<a href="#containers" title="Containers">Containers</a>: <i>
+      - <a href="modelpackagecontainerdefinition.md">ModelPackageContainerDefinition</a></i>
+<a href="#description" title="Description">Description</a>: <i>String</i>
+<a href="#name" title="Name">Name</a>: <i>String</i>
+<a href="#supportedcontenttypes" title="SupportedContentTypes">SupportedContentTypes</a>: <i>
+      - String</i>
+<a href="#supportedrealtimeinferenceinstancetypes" title="SupportedRealtimeInferenceInstanceTypes">SupportedRealtimeInferenceInstanceTypes</a>: <i>
+      - String</i>
+<a href="#supportedresponsemimetypes" title="SupportedResponseMIMETypes">SupportedResponseMIMETypes</a>: <i>
+      - String</i>
+<a href="#supportedtransforminstancetypes" title="SupportedTransformInstanceTypes">SupportedTransformInstanceTypes</a>: <i>
+      - String</i>
+</pre>
+
+## Properties
+
+#### Containers
+
+The Amazon ECR registry path of the Docker image that contains the inference code.
+
+_Required_: Yes
+
+_Type_: List of <a href="modelpackagecontainerdefinition.md">ModelPackageContainerDefinition</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### Description
+
+A description of the additional Inference specification.
+
+_Required_: No
+
+_Type_: String
+
+_Maximum_: <code>1024</code>
+
+_Pattern_: <code>.*</code>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### Name
+
+A unique name to identify the additional inference specification. The name must be unique within the list of your additional inference specifications for a particular model package.
+
+_Required_: Yes
+
+_Type_: String
+
+_Minimum_: <code>1</code>
+
+_Maximum_: <code>63</code>
+
+_Pattern_: <code>^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}$</code>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### SupportedContentTypes
+
+The supported MIME types for the input data.
+
+_Required_: No
+
+_Type_: List of String
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### SupportedRealtimeInferenceInstanceTypes
+
+A list of the instance types that are used to generate inferences in real-time
+
+_Required_: No
+
+_Type_: List of String
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### SupportedResponseMIMETypes
+
+The supported MIME types for the output data.
+
+_Required_: No
+
+_Type_: List of String
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### SupportedTransformInstanceTypes
+
+A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
+
+_Required_: No
+
+_Type_: List of String
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
diff --git a/aws-sagemaker-modelpackage/docs/bias.md b/aws-sagemaker-modelpackage/docs/bias.md
@@ -0,0 +1,52 @@
+# AWS::SageMaker::ModelPackage Bias
+
+Contains bias metrics for a model.
+
+## Syntax
+
+To declare this entity in your AWS CloudFormation template, use the following syntax:
+
+### JSON
+
+<pre>
+{
+    "<a href="#report" title="Report">Report</a>" : <i><a href="metricssource.md">MetricsSource</a></i>,
+    "<a href="#pretrainingreport" title="PreTrainingReport">PreTrainingReport</a>" : <i><a href="metricssource.md">MetricsSource</a></i>,
+    "<a href="#posttrainingreport" title="PostTrainingReport">PostTrainingReport</a>" : <i><a href="metricssource.md">MetricsSource</a></i>
+}
+</pre>
+
+### YAML
+
+<pre>
+<a href="#report" title="Report">Report</a>: <i><a href="metricssource.md">MetricsSource</a></i>
+<a href="#pretrainingreport" title="PreTrainingReport">PreTrainingReport</a>: <i><a href="metricssource.md">MetricsSource</a></i>
+<a href="#posttrainingreport" title="PostTrainingReport">PostTrainingReport</a>: <i><a href="metricssource.md">MetricsSource</a></i>
+</pre>
+
+## Properties
+
+#### Report
+
+_Required_: No
+
+_Type_: <a href="metricssource.md">MetricsSource</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### PreTrainingReport
+
+_Required_: No
+
+_Type_: <a href="metricssource.md">MetricsSource</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### PostTrainingReport
+
+_Required_: No
+
+_Type_: <a href="metricssource.md">MetricsSource</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
diff --git a/aws-sagemaker-modelpackage/docs/customermetadataproperties.md b/aws-sagemaker-modelpackage/docs/customermetadataproperties.md
@@ -0,0 +1,50 @@
+# AWS::SageMaker::ModelPackage CustomerMetadataProperties
+
+The metadata properties associated with the model package versions.
+
+## Syntax
+
+To declare this entity in your AWS CloudFormation template, use the following syntax:
+
+### JSON
+
+<pre>
+{
+    "<a href="#^([\p{l}\p{z}\p{n}_.:\/=+\-@]*)${1,128}" title="^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,128}">^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,128}</a>" : <i>String</i>,
+    "<a href="#^([\p{l}\p{z}\p{n}_.:\/=+\-@]*)${1,256}" title="^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,256}">^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,256}</a>" : <i>String</i>
+}
+</pre>
+
+### YAML
+
+<pre>
+<a href="#^([\p{l}\p{z}\p{n}_.:\/=+\-@]*)${1,128}" title="^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,128}">^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,128}</a>: <i>String</i>
+<a href="#^([\p{l}\p{z}\p{n}_.:\/=+\-@]*)${1,256}" title="^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,256}">^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,256}</a>: <i>String</i>
+</pre>
+
+## Properties
+
+#### \^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,128}
+
+_Required_: No
+
+_Type_: String
+
+_Minimum_: <code>1</code>
+
+_Maximum_: <code>128</code>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### \^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,256}
+
+_Required_: No
+
+_Type_: String
+
+_Minimum_: <code>1</code>
+
+_Maximum_: <code>256</code>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
diff --git a/aws-sagemaker-modelpackage/docs/datasource.md b/aws-sagemaker-modelpackage/docs/datasource.md
@@ -0,0 +1,34 @@
+# AWS::SageMaker::ModelPackage DataSource
+
+Describes the input source of a transform job and the way the transform job consumes it.
+
+## Syntax
+
+To declare this entity in your AWS CloudFormation template, use the following syntax:
+
+### JSON
+
+<pre>
+{
+    "<a href="#s3datasource" title="S3DataSource">S3DataSource</a>" : <i><a href="s3datasource.md">S3DataSource</a></i>
+}
+</pre>
+
+### YAML
+
+<pre>
+<a href="#s3datasource" title="S3DataSource">S3DataSource</a>: <i><a href="s3datasource.md">S3DataSource</a></i>
+</pre>
+
+## Properties
+
+#### S3DataSource
+
+Describes the S3 data source.
+
+_Required_: Yes
+
+_Type_: <a href="s3datasource.md">S3DataSource</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
diff --git a/aws-sagemaker-modelpackage/docs/driftcheckbaselines.md b/aws-sagemaker-modelpackage/docs/driftcheckbaselines.md
@@ -0,0 +1,70 @@
+# AWS::SageMaker::ModelPackage DriftCheckBaselines
+
+Represents the drift check baselines that can be used when the model monitor is set using the model package.
+
+## Syntax
+
+To declare this entity in your AWS CloudFormation template, use the following syntax:
+
+### JSON
+
+<pre>
+{
+    "<a href="#bias" title="Bias">Bias</a>" : <i><a href="driftcheckbias.md">DriftCheckBias</a></i>,
+    "<a href="#explainability" title="Explainability">Explainability</a>" : <i><a href="driftcheckexplainability.md">DriftCheckExplainability</a></i>,
+    "<a href="#modeldataquality" title="ModelDataQuality">ModelDataQuality</a>" : <i><a href="driftcheckmodeldataquality.md">DriftCheckModelDataQuality</a></i>,
+    "<a href="#modelquality" title="ModelQuality">ModelQuality</a>" : <i><a href="driftcheckmodelquality.md">DriftCheckModelQuality</a></i>
+}
+</pre>
+
+### YAML
+
+<pre>
+<a href="#bias" title="Bias">Bias</a>: <i><a href="driftcheckbias.md">DriftCheckBias</a></i>
+<a href="#explainability" title="Explainability">Explainability</a>: <i><a href="driftcheckexplainability.md">DriftCheckExplainability</a></i>
+<a href="#modeldataquality" title="ModelDataQuality">ModelDataQuality</a>: <i><a href="driftcheckmodeldataquality.md">DriftCheckModelDataQuality</a></i>
+<a href="#modelquality" title="ModelQuality">ModelQuality</a>: <i><a href="driftcheckmodelquality.md">DriftCheckModelQuality</a></i>
+</pre>
+
+## Properties
+
+#### Bias
+
+Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
+
+_Required_: No
+
+_Type_: <a href="driftcheckbias.md">DriftCheckBias</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### Explainability
+
+Contains explainability metrics for a model.
+
+_Required_: No
+
+_Type_: <a href="driftcheckexplainability.md">DriftCheckExplainability</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### ModelDataQuality
+
+Represents the drift check data quality baselines that can be used when the model monitor is set using the model package.
+
+_Required_: No
+
+_Type_: <a href="driftcheckmodeldataquality.md">DriftCheckModelDataQuality</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+
+#### ModelQuality
+
+Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.
+
+_Required_: No
+
+_Type_: <a href="driftcheckmodelquality.md">DriftCheckModelQuality</a>
+
+_Update requires_: [No interruption](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/using-cfn-updating-stacks-update-behaviors.html#update-no-interrupt)
+