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Amazon Sagemaker Edge Manager Update: Amazon SageMaker Edge Manager provides lightweight model deployment feature to deploy machine learning models on requested devices.
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‎.changes/next-release/feature-AmazonSagemakerEdgeManager-3cbff10.json

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{
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"type": "feature",
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"category": "Amazon Sagemaker Edge Manager",
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"contributor": "",
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"description": "Amazon SageMaker Edge Manager provides lightweight model deployment feature to deploy machine learning models on requested devices."
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}

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

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"uid":"sagemaker-edge-2020-09-23"
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},
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"operations":{
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"GetDeployments":{
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"name":"GetDeployments",
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"http":{
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"method":"POST",
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"requestUri":"/GetDeployments"
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},
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"input":{"shape":"GetDeploymentsRequest"},
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"output":{"shape":"GetDeploymentsResult"},
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"errors":[
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{"shape":"InternalServiceException"}
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],
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"documentation":"<p>Use to get the active deployments from a device.</p>"
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},
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"GetDeviceRegistration":{
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"name":"GetDeviceRegistration",
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"http":{
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"max":1000,
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"min":1
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},
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"Checksum":{
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"type":"structure",
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"members":{
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"Type":{
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"shape":"ChecksumType",
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"documentation":"<p>The type of the checksum.</p>"
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},
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"Sum":{
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"shape":"ChecksumString",
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"documentation":"<p>The checksum of the model.</p>"
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}
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},
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"documentation":"<p>Information about the checksum of a model deployed on a device.</p>"
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},
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"ChecksumString":{
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"type":"string",
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"max":63,
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"min":1,
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"pattern":"^[a-z0-9](-*[a-z0-9])*$"
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},
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"ChecksumType":{
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"type":"string",
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"enum":["SHA1"]
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},
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"Definition":{
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"type":"structure",
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"members":{
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"ModelHandle":{
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"shape":"EntityName",
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"documentation":"<p>The unique model handle.</p>"
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},
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"S3Url":{
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"shape":"S3Uri",
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"documentation":"<p>The absolute S3 location of the model.</p>"
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},
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"Checksum":{
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"shape":"Checksum",
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"documentation":"<p>The checksum information of the model.</p>"
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},
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"State":{
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"shape":"ModelState",
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"documentation":"<p>The desired state of the model.</p>"
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}
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},
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"documentation":"<p/>"
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},
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"Definitions":{
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"type":"list",
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"member":{"shape":"Definition"}
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},
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"DeploymentModel":{
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"type":"structure",
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"members":{
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"ModelHandle":{
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"shape":"EntityName",
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"documentation":"<p>The unique handle of the model.</p>"
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},
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"ModelName":{
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"shape":"ModelName",
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"documentation":"<p>The name of the model.</p>"
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},
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"ModelVersion":{
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"shape":"Version",
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"documentation":"<p>The version of the model.</p>"
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},
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"DesiredState":{
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"shape":"ModelState",
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"documentation":"<p>The desired state of the model.</p>"
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},
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"State":{
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"shape":"ModelState",
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"documentation":"<p>Returns the current state of the model.</p>"
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},
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"Status":{
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"shape":"DeploymentStatus",
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"documentation":"<p>Returns the deployment status of the model.</p>"
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},
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"StatusReason":{
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"shape":"String",
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"documentation":"<p>Returns the error message for the deployment status result.</p>"
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},
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"RollbackFailureReason":{
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"shape":"String",
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"documentation":"<p>Returns the error message if there is a rollback.</p>"
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}
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},
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"documentation":"<p/>"
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},
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"DeploymentModels":{
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"type":"list",
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"member":{"shape":"DeploymentModel"}
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},
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"DeploymentResult":{
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"type":"structure",
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"members":{
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"DeploymentName":{
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"shape":"EntityName",
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"documentation":"<p>The name and unique ID of the deployment.</p>"
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},
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"DeploymentStatus":{
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"shape":"EntityName",
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"documentation":"<p>Returns the bucket error code.</p>"
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},
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"DeploymentStatusMessage":{
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"shape":"String",
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"documentation":"<p>Returns the detailed error message.</p>"
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},
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"DeploymentStartTime":{
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"shape":"Timestamp",
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"documentation":"<p>The timestamp of when the deployment was started on the agent.</p>"
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},
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"DeploymentEndTime":{
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"shape":"Timestamp",
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"documentation":"<p>The timestamp of when the deployment was ended, and the agent got the deployment results.</p>"
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},
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"DeploymentModels":{
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"shape":"DeploymentModels",
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"documentation":"<p>Returns a list of models deployed on the agent.</p>"
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}
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},
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"documentation":"<p>Information about the result of a deployment on an edge device that is registered with SageMaker Edge Manager.</p>"
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},
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"DeploymentStatus":{
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"type":"string",
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"enum":[
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"SUCCESS",
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"FAIL"
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]
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},
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"DeploymentType":{
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"type":"string",
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"enum":["Model"]
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},
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"DeviceFleetName":{
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"type":"string",
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"max":63,
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"min":1,
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"pattern":"^[a-zA-Z0-9](-*[a-zA-Z0-9\\/])*$"
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},
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"EdgeDeployment":{
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"type":"structure",
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"members":{
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"DeploymentName":{
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"shape":"EntityName",
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"documentation":"<p>The name and unique ID of the deployment.</p>"
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},
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"Type":{
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"shape":"DeploymentType",
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"documentation":"<p>The type of the deployment.</p>"
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},
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"FailureHandlingPolicy":{
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"shape":"FailureHandlingPolicy",
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"documentation":"<p>Determines whether to rollback to previous configuration if deployment fails.</p>"
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},
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"Definitions":{
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"shape":"Definitions",
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"documentation":"<p>Returns a list of Definition objects.</p>"
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}
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},
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"documentation":"<p>Information about a deployment on an edge device that is registered with SageMaker Edge Manager.</p>"
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},
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"EdgeDeployments":{
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"type":"list",
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"member":{"shape":"EdgeDeployment"}
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},
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"EdgeMetric":{
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"type":"structure",
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"members":{
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"type":"list",
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"member":{"shape":"EdgeMetric"}
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},
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"EntityName":{
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"type":"string",
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"max":63,
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"min":1,
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"pattern":"^[a-zA-Z0-9](-*[a-zA-Z0-9])*$"
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},
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"ErrorMessage":{"type":"string"},
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"FailureHandlingPolicy":{
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"type":"string",
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"enum":[
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"ROLLBACK_ON_FAILURE",
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"DO_NOTHING"
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]
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},
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"GetDeploymentsRequest":{
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"type":"structure",
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"required":[
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"DeviceName",
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"DeviceFleetName"
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],
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"members":{
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"DeviceName":{
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"shape":"DeviceName",
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"documentation":"<p>The unique name of the device you want to get the configuration of active deployments from.</p>"
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},
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"DeviceFleetName":{
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"shape":"DeviceFleetName",
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"documentation":"<p>The name of the fleet that the device belongs to.</p>"
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}
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}
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},
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"GetDeploymentsResult":{
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"type":"structure",
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"members":{
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"Deployments":{
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"shape":"EdgeDeployments",
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"documentation":"<p>Returns a list of the configurations of the active deployments on the device.</p>"
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}
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}
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},
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"GetDeviceRegistrationRequest":{
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"type":"structure",
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"required":[
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"members":{
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"Message":{"shape":"ErrorMessage"}
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},
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"documentation":"<p>An internal failure occurred. Try your request again. If the problem persists, contact AWS customer support.</p>",
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"documentation":"<p>An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.</p>",
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"exception":true
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},
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"Metric":{
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"min":4,
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"pattern":"^[a-zA-Z0-9](-*[a-zA-Z0-9])*$"
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},
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"ModelState":{
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"type":"string",
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"enum":[
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"DEPLOY",
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"UNDEPLOY"
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]
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},
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"Models":{
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"type":"list",
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"member":{"shape":"Model"}
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},
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"S3Uri":{
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"type":"string",
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"max":1024,
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"pattern":"^s3://([^/]+)/?(.*)$"
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},
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"SendHeartbeatRequest":{
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"type":"structure",
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"required":[
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"DeviceFleetName":{
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"shape":"DeviceFleetName",
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"documentation":"<p>The name of the fleet that the device belongs to.</p>"
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},
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"DeploymentResult":{
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"shape":"DeploymentResult",
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"documentation":"<p>Returns the result of a deployment on the device.</p>"
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}
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}
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},
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"String":{"type":"string"},
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"Timestamp":{"type":"timestamp"},
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"Value":{"type":"double"},
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"Version":{

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