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Amazon SageMaker Service Update: This release introduces alternative support for utilizing CFN templates from S3 for SageMaker Projects.
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‎.changes/next-release/feature-AmazonSageMakerService-d510528.json

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{
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"type": "feature",
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"category": "Amazon SageMaker Service",
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"contributor": "",
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"description": "This release introduces alternative support for utilizing CFN templates from S3 for SageMaker Projects."
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}

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

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@@ -7204,6 +7204,208 @@
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"min":0
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},
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"CertifyForMarketplace":{"type":"boolean"},
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"CfnCreateTemplateProvider":{
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"type":"structure",
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"required":[
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"TemplateName",
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"TemplateURL"
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],
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"members":{
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"TemplateName":{
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"shape":"CfnTemplateName",
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"documentation":"<p> A unique identifier for the template within the project. </p>"
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},
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"TemplateURL":{
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"shape":"CfnTemplateURL",
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"documentation":"<p> The Amazon S3 URL of the CloudFormation template. </p>"
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},
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"RoleARN":{
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"shape":"RoleArn",
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"documentation":"<p> The IAM role that CloudFormation assumes when creating the stack. </p>"
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},
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"Parameters":{
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"shape":"CfnStackCreateParameters",
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"documentation":"<p> An array of CloudFormation stack parameters.</p>"
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}
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},
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"documentation":"<p> The CloudFormation template provider configuration for creating infrastructure resources. </p>"
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},
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"CfnStackCreateParameter":{
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"type":"structure",
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"required":["Key"],
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"members":{
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"Key":{
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"shape":"CfnStackParameterKey",
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"documentation":"<p> The name of the CloudFormation parameter. </p>"
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},
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"Value":{
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"shape":"CfnStackParameterValue",
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"documentation":"<p> The value of the CloudFormation parameter. </p>"
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}
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},
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"documentation":"<p> A key-value pair that represents a parameter for the CloudFormation stack. </p>"
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},
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"CfnStackCreateParameters":{
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"type":"list",
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"member":{"shape":"CfnStackCreateParameter"},
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"max":180,
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"min":0
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},
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"CfnStackDetail":{
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"type":"structure",
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"required":["StatusMessage"],
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"members":{
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"Name":{
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"shape":"CfnStackName",
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"documentation":"<p> The name of the CloudFormation stack. </p>"
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},
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"Id":{
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"shape":"CfnStackId",
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"documentation":"<p> The unique identifier of the CloudFormation stack. </p>"
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},
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"StatusMessage":{
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"shape":"CfnStackStatusMessage",
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"documentation":"<p> A human-readable message about the stack's current status. </p>"
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}
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},
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"documentation":"<p> Details about the CloudFormation stack. </p>"
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},
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"CfnStackId":{
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"type":"string",
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"max":256,
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"min":1,
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"pattern":"(?=.{1,256}$)arn:aws[a-z\\-]*:cloudformation:[a-z0-9\\-]*:[0-9]{12}:stack/[a-zA-Z][a-zA-Z0-9-]{0,127}/.*"
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},
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"CfnStackName":{
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"type":"string",
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"max":128,
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"min":1,
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"pattern":"[A-Za-z][A-Za-z0-9-]{0,127}"
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},
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"CfnStackParameter":{
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"type":"structure",
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"required":["Key"],
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"members":{
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"Key":{
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"shape":"CfnStackParameterKey",
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"documentation":"<p> The name of the CloudFormation parameter. </p>"
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},
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"Value":{
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"shape":"CfnStackParameterValue",
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"documentation":"<p> The value of the CloudFormation parameter. </p>"
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}
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},
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"documentation":"<p> A key-value pair representing a parameter used in the CloudFormation stack. </p>"
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},
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"CfnStackParameterKey":{
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"type":"string",
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"max":255,
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"min":1,
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"pattern":".{1,255}"
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},
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"CfnStackParameterValue":{
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"type":"string",
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"max":4096,
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"min":0,
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"pattern":".{0,4096}"
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},
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"CfnStackParameters":{
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"type":"list",
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"member":{"shape":"CfnStackParameter"},
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"max":180,
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"min":0
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},
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"CfnStackStatusMessage":{
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"type":"string",
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"max":4096,
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"min":1,
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"pattern":".{1,4096}"
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},
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"CfnStackUpdateParameter":{
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"type":"structure",
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"required":["Key"],
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"members":{
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"Key":{
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"shape":"CfnStackParameterKey",
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"documentation":"<p> The name of the CloudFormation parameter. </p>"
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},
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"Value":{
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"shape":"CfnStackParameterValue",
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"documentation":"<p> The value of the CloudFormation parameter. </p>"
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}
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},
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"documentation":"<p> A key-value pair representing a parameter used in the CloudFormation stack. </p>"
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},
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"CfnStackUpdateParameters":{
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"type":"list",
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"member":{"shape":"CfnStackUpdateParameter"},
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"max":180,
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"min":0
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},
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"CfnTemplateName":{
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"type":"string",
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"max":32,
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"min":1,
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"pattern":"(?=.{1,32}$)[a-zA-Z0-9](-*[a-zA-Z0-9])*"
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},
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"CfnTemplateProviderDetail":{
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"type":"structure",
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"required":[
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"TemplateName",
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"TemplateURL"
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],
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"members":{
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"TemplateName":{
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"shape":"CfnTemplateName",
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"documentation":"<p> The unique identifier of the template within the project. </p>"
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},
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"TemplateURL":{
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"shape":"CfnTemplateURL",
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"documentation":"<p> The Amazon S3 URL of the CloudFormation template. </p>"
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},
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"RoleARN":{
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"shape":"RoleArn",
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"documentation":"<p> The IAM role used by CloudFormation to create the stack. </p>"
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},
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"Parameters":{
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"shape":"CfnStackParameters",
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"documentation":"<p> An array of CloudFormation stack parameters.</p>"
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},
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"StackDetail":{
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"shape":"CfnStackDetail",
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"documentation":"<p> Information about the CloudFormation stack created by the template provider. </p>"
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}
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},
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"documentation":"<p> Details about a CloudFormation template provider configuration and associated provisioning information. </p>"
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},
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"CfnTemplateURL":{
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"type":"string",
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"max":1024,
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"min":1,
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"pattern":"(?=.{1,1024}$)(https)://([^/]+)/(.+)"
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},
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"CfnUpdateTemplateProvider":{
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"type":"structure",
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"required":[
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"TemplateName",
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"TemplateURL"
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],
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"members":{
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"TemplateName":{
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"shape":"CfnTemplateName",
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"documentation":"<p> The unique identifier of the template to update within the project. </p>"
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},
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"TemplateURL":{
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"shape":"CfnTemplateURL",
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"documentation":"<p> The Amazon S3 URL of the CloudFormation template.</p>"
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},
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"Parameters":{
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"shape":"CfnStackUpdateParameters",
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"documentation":"<p> An array of CloudFormation stack parameters. </p>"
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}
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},
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"documentation":"<p> Contains configuration details for updating an existing CloudFormation template provider in the project. </p>"
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},
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"Channel":{
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"type":"structure",
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"required":[
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"Tags":{
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"shape":"TagList",
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"documentation":"<p>An array of key-value pairs that you want to use to organize and track your Amazon Web Services resource costs. 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>"
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},
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"TemplateProviders":{
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"shape":"CreateTemplateProviderList",
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"documentation":"<p> An array of template provider configurations for creating infrastructure resources for the project. </p>"
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}
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}
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},
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}
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}
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},
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"CreateTemplateProvider":{
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"type":"structure",
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"members":{
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"CfnTemplateProvider":{
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"shape":"CfnCreateTemplateProvider",
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"documentation":"<p> The CloudFormation template provider configuration for creating infrastructure resources. </p>"
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}
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},
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"documentation":"<p> Contains configuration details for a template provider. Only one type of template provider can be specified. </p>"
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},
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"CreateTemplateProviderList":{
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"type":"list",
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"member":{"shape":"CreateTemplateProvider"},
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"max":1,
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"min":1
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},
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"CreateTrainingJobRequest":{
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"type":"structure",
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"required":[
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"shape":"ProjectStatus",
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"documentation":"<p>The status of the project.</p>"
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},
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"TemplateProviderDetails":{
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"shape":"TemplateProviderDetailList",
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"documentation":"<p> An array of template providers associated with the project. </p>"
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},
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"CreatedBy":{"shape":"UserContext"},
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"CreationTime":{
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"shape":"Timestamp",
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"shape":"Timestamp",
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"documentation":"<p>A timestamp specifying when the project was created.</p>"
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},
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"TemplateProviderDetails":{
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"shape":"TemplateProviderDetailList",
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"documentation":"<p> An array of template providers associated with the project. </p>"
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},
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"Tags":{
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"shape":"TagList",
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"documentation":"<p>An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. For more information, see <a href=\"https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html\">Tagging Amazon Web Services Resources</a>.</p>"
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"members":{
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"InstanceType":{
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"shape":"TrainingInstanceType",
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"documentation":"<p>The ML compute instance type. </p> <note> <p>SageMaker Training on Amazon Elastic Compute Cloud (EC2) P4de instances is in preview release starting December 9th, 2022. </p> <p> <a href=\"http://aws.amazon.com/ec2/instance-types/p4/\">Amazon EC2 P4de instances</a> (currently in preview) are powered by 8 NVIDIA A100 GPUs with 80GB high-performance HBM2e GPU memory, which accelerate the speed of training ML models that need to be trained on large datasets of high-resolution data. In this preview release, Amazon SageMaker supports ML training jobs on P4de instances (<code>ml.p4de.24xlarge</code>) to reduce model training time. The <code>ml.p4de.24xlarge</code> instances are available in the following Amazon Web Services Regions. </p> <ul> <li> <p>US East (N. Virginia) (us-east-1)</p> </li> <li> <p>US West (Oregon) (us-west-2)</p> </li> </ul> <p>To request quota limit increase and start using P4de instances, contact the SageMaker Training service team through your account team.</p> </note>"
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"documentation":"<p>The ML compute instance type. </p>"
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},
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"InstanceCount":{
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"shape":"TrainingInstanceCount",
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"max":128000,
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"min":1
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},
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"TemplateProviderDetail":{
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"type":"structure",
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"members":{
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"CfnTemplateProviderDetail":{
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"shape":"CfnTemplateProviderDetail",
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"documentation":"<p> Details about a CloudFormation template provider configuration and associated provisioning information. </p>"
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}
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},
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"documentation":"<p> Details about a template provider configuration and associated provisioning information. </p>"
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},
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"TemplateProviderDetailList":{
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"type":"list",
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"member":{"shape":"TemplateProviderDetail"},
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"max":1,
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"min":1
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},
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"TemplateUrl":{
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"type":"string",
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"max":2048,
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"Tags":{
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"shape":"TagList",
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"documentation":"<p>An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. For more information, see <a href=\"https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html\">Tagging Amazon Web Services Resources</a>. In addition, the project must have tag update constraints set in order to include this parameter in the request. For more information, see <a href=\"https://docs.aws.amazon.com/servicecatalog/latest/adminguide/constraints-resourceupdate.html\">Amazon Web Services Service Catalog Tag Update Constraints</a>.</p>"
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},
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"TemplateProvidersToUpdate":{
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"shape":"UpdateTemplateProviderList",
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"documentation":"<p> The template providers to update in the project. </p>"
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}
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}
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},
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}
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}
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},
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"UpdateTemplateProvider":{
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"type":"structure",
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"members":{
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"CfnTemplateProvider":{
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"shape":"CfnUpdateTemplateProvider",
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"documentation":"<p> The CloudFormation template provider configuration to update. </p>"
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}
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},
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"documentation":"<p> Contains configuration details for updating an existing template provider in the project. </p>"
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},
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"UpdateTemplateProviderList":{
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"type":"list",
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"member":{"shape":"UpdateTemplateProvider"},
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"max":1,
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"min":1
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},
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"UpdateTrainingJobRequest":{
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"type":"structure",
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"required":["TrainingJobName"],

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