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Data Automation for Amazon Bedrock Update: Blueprint Optimization (BPO) is a new Amazon Bedrock Data Automation (BDA) capability that improves blueprint inference accuracy using example content assets and ground truth data. BPO works by generating better instructions for fields in the Blueprint using provided data.
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‎.changes/next-release/feature-DataAutomationforAmazonBedrock-fc8e063.json‎

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{
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"type": "feature",
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"category": "Data Automation for Amazon Bedrock",
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"contributor": "",
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"description": "Blueprint Optimization (BPO) is a new Amazon Bedrock Data Automation (BDA) capability that improves blueprint inference accuracy using example content assets and ground truth data. BPO works by generating better instructions for fields in the Blueprint using provided data."
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}

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

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"uid":"bedrock-data-automation-2023-07-26"
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},
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"operations":{
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"CopyBlueprintStage":{
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"name":"CopyBlueprintStage",
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"http":{
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"method":"PUT",
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"requestUri":"/blueprints/{blueprintArn}/copy-stage",
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"responseCode":200
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},
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"input":{"shape":"CopyBlueprintStageRequest"},
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"output":{"shape":"CopyBlueprintStageResponse"},
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"errors":[
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{"shape":"ValidationException"},
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{"shape":"InternalServerException"},
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{"shape":"ThrottlingException"},
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{"shape":"AccessDeniedException"},
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{"shape":"ResourceNotFoundException"}
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],
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"documentation":"<p>Copies a Blueprint from one stage to another</p>",
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"idempotent":true
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},
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"CreateBlueprint":{
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"name":"CreateBlueprint",
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"http":{
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"documentation":"<p>Gets an existing Amazon Bedrock Data Automation Blueprint</p>",
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"readonly":true
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},
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"GetBlueprintOptimizationStatus":{
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"name":"GetBlueprintOptimizationStatus",
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"http":{
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"method":"POST",
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"requestUri":"/getBlueprintOptimizationStatus/{invocationArn}",
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"responseCode":200
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},
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"input":{"shape":"GetBlueprintOptimizationStatusRequest"},
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"output":{"shape":"GetBlueprintOptimizationStatusResponse"},
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"errors":[
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{"shape":"ValidationException"},
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{"shape":"InternalServerException"},
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{"shape":"ThrottlingException"},
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{"shape":"AccessDeniedException"},
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{"shape":"ResourceNotFoundException"}
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],
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"documentation":"<p>API used to get blueprint optimization status.</p>",
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"readonly":true
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},
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"GetDataAutomationProject":{
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"name":"GetDataAutomationProject",
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"http":{
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"documentation":"<p>Gets an existing Amazon Bedrock Data Automation Project</p>",
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"readonly":true
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},
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"InvokeBlueprintOptimizationAsync":{
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"name":"InvokeBlueprintOptimizationAsync",
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"http":{
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"method":"POST",
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"requestUri":"/invokeBlueprintOptimizationAsync",
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"responseCode":200
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},
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"input":{"shape":"InvokeBlueprintOptimizationAsyncRequest"},
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"output":{"shape":"InvokeBlueprintOptimizationAsyncResponse"},
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"errors":[
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{"shape":"ServiceQuotaExceededException"},
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{"shape":"ValidationException"},
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{"shape":"InternalServerException"},
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{"shape":"ThrottlingException"},
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{"shape":"AccessDeniedException"},
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{"shape":"ResourceNotFoundException"}
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],
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"documentation":"<p>Invoke an async job to perform Blueprint Optimization</p>",
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"idempotent":true
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},
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"ListBlueprints":{
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"name":"ListBlueprints",
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"http":{
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"blueprintVersion":{"shape":"BlueprintVersion"},
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"blueprintStage":{"shape":"BlueprintStage"},
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"kmsKeyId":{"shape":"KmsKeyId"},
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"kmsEncryptionContext":{"shape":"KmsEncryptionContext"}
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"kmsEncryptionContext":{"shape":"KmsEncryptionContext"},
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"optimizationSamples":{"shape":"BlueprintOptimizationSamples"},
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"optimizationTime":{"shape":"DateTimestamp"}
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},
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"documentation":"<p>Contains the information of a Blueprint.</p>"
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},
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"pattern":"[a-zA-Z0-9-_]+",
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"sensitive":true
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},
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"BlueprintOptimizationInvocationArn":{
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"type":"string",
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"documentation":"<p>Invocation arn.</p>",
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"max":128,
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"min":1,
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"pattern":"arn:aws(|-cn|-iso|-iso-[a-z]|-us-gov):bedrock:[a-zA-Z0-9-]*:[0-9]{12}:blueprint-optimization-invocation/[a-zA-Z0-9-_]+"
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},
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"BlueprintOptimizationJobStatus":{
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"type":"string",
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"documentation":"<p>List of status supported by optimization jobs</p>",
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"enum":[
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"Created",
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"InProgress",
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"Success",
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"ServiceError",
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"ClientError"
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]
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},
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"BlueprintOptimizationObject":{
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"type":"structure",
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"required":["blueprintArn"],
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"members":{
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"blueprintArn":{
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"shape":"BlueprintArn",
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"documentation":"<p>Arn of blueprint.</p>"
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},
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"stage":{
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"shape":"BlueprintStage",
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"documentation":"<p>Stage of blueprint.</p>"
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}
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},
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"documentation":"<p>Structure for single blueprint entity.</p>"
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},
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"BlueprintOptimizationOutputConfiguration":{
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"type":"structure",
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"required":["s3Object"],
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"members":{
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"s3Object":{
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"shape":"S3Object",
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"documentation":"<p>S3 object.</p>"
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}
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},
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"documentation":"<p>Blueprint Optimization Output configuration.</p>"
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},
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"BlueprintOptimizationSample":{
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"type":"structure",
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"required":[
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"assetS3Object",
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"groundTruthS3Object"
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],
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"members":{
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"assetS3Object":{
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"shape":"S3Object",
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"documentation":"<p>S3 Object of the asset</p>"
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},
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"groundTruthS3Object":{
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"shape":"S3Object",
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"documentation":"<p>Ground truth for the Blueprint and Asset combination</p>"
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}
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},
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"documentation":"<p>Blueprint Recommendation Sample</p>"
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},
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"BlueprintOptimizationSamples":{
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"type":"list",
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"member":{"shape":"BlueprintOptimizationSample"},
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"documentation":"<p>List of Blueprint Optimization Samples</p>"
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},
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"BlueprintSchema":{
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"type":"string",
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"documentation":"<p>Schema of the blueprint</p>",
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},
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"exception":true
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},
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"CopyBlueprintStageRequest":{
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"type":"structure",
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"required":[
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"blueprintArn",
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"sourceStage",
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"targetStage"
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],
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"members":{
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"blueprintArn":{
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"shape":"BlueprintArn",
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"documentation":"<p>Blueprint to be copied</p>",
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"location":"uri",
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"locationName":"blueprintArn"
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},
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"sourceStage":{
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"shape":"BlueprintStage",
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"documentation":"<p>Source stage to copy from</p>"
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},
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"targetStage":{
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"shape":"BlueprintStage",
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"documentation":"<p>Target stage to copy to</p>"
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},
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"clientToken":{
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"shape":"ClientToken",
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"documentation":"<p>Client token for idempotency</p>",
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"idempotencyToken":true
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}
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},
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"documentation":"<p>CopyBlueprintStage Request</p>"
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},
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"CopyBlueprintStageResponse":{
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"type":"structure",
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"members":{},
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"documentation":"<p>CopyBlueprintStage Response</p>"
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},
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"CreateBlueprintRequest":{
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"type":"structure",
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"required":[
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},
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"documentation":"<p>Custom output configuration</p>"
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},
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"DataAutomationProfileArn":{
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"type":"string",
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"documentation":"<p>Data automation profile arn.</p>",
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"max":128,
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"min":1,
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"pattern":"arn:aws(|-cn|-us-gov):bedrock:[a-zA-Z0-9-]*:(aws|[0-9]{12}):data-automation-profile/[a-zA-Z0-9-_.]+"
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},
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"DataAutomationProject":{
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"type":"structure",
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"required":[
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"min":1,
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"pattern":".*\\S.*"
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},
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"GetBlueprintOptimizationStatusRequest":{
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"type":"structure",
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"required":["invocationArn"],
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"members":{
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"invocationArn":{
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"shape":"BlueprintOptimizationInvocationArn",
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"documentation":"<p>Invocation arn.</p>",
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"location":"uri",
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"locationName":"invocationArn"
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}
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},
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"documentation":"<p>Structure for request of GetBlueprintOptimizationStatus API.</p>"
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},
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"GetBlueprintOptimizationStatusResponse":{
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"type":"structure",
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"members":{
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"status":{
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"shape":"BlueprintOptimizationJobStatus",
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"documentation":"<p>Job Status.</p>"
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},
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"errorType":{
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"shape":"String",
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"documentation":"<p>Error Type.</p>"
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},
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"errorMessage":{
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"shape":"String",
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"documentation":"<p>Error Message.</p>"
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},
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"outputConfiguration":{
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"shape":"BlueprintOptimizationOutputConfiguration",
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"documentation":"<p>Output configuration.</p>"
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}
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},
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"documentation":"<p>Response of GetBlueprintOptimizationStatus API.</p>"
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},
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"GetBlueprintRequest":{
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"type":"structure",
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"required":["blueprintArn"],
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"exception":true,
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"fault":true
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},
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"InvokeBlueprintOptimizationAsyncRequest":{
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"type":"structure",
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"required":[
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"blueprint",
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"samples",
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"outputConfiguration",
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"dataAutomationProfileArn"
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],
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"members":{
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"blueprint":{
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"shape":"BlueprintOptimizationObject",
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"documentation":"<p>Blueprint to be optimized</p>"
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},
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"samples":{
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"shape":"BlueprintOptimizationSamples",
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"documentation":"<p>List of Blueprint Optimization Samples</p>"
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},
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"outputConfiguration":{
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"shape":"BlueprintOptimizationOutputConfiguration",
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"documentation":"<p>Output configuration where the results should be placed</p>"
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},
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"dataAutomationProfileArn":{
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"shape":"DataAutomationProfileArn",
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"documentation":"<p>Data automation profile ARN</p>"
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},
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"encryptionConfiguration":{
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"shape":"EncryptionConfiguration",
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"documentation":"<p>Encryption configuration.</p>"
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},
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"tags":{
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"shape":"TagList",
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"documentation":"<p>List of tags.</p>"
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}
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},
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"documentation":"<p>Invoke Blueprint Optimization Async Request</p>"
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},
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"InvokeBlueprintOptimizationAsyncResponse":{
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"type":"structure",
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"required":["invocationArn"],
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"members":{
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"invocationArn":{
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"shape":"BlueprintOptimizationInvocationArn",
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"documentation":"<p>ARN of the blueprint optimization job</p>"
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}
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},
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"documentation":"<p>Invoke Blueprint Optimization Async Response</p>"
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},
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"KmsEncryptionContext":{
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"type":"map",
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"key":{"shape":"EncryptionContextKey"},
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"ACCOUNT"
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]
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},
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"S3Object":{
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"type":"structure",
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"required":["s3Uri"],
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"members":{
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"s3Uri":{
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"shape":"S3Uri",
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"documentation":"<p>S3 uri.</p>"
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},
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"version":{
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"shape":"S3ObjectVersion",
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"documentation":"<p>S3 object version.</p>"
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}
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},
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"documentation":"<p>S3 object</p>"
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},
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"S3ObjectVersion":{
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"type":"string",
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"documentation":"<p>S3 object version.</p>",
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"max":1024,
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"min":1
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},
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"S3Uri":{
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"type":"string",
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"documentation":"<p>A path in S3</p>",
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"max":1024,
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"min":1,
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"pattern":"s3://[a-z0-9][\\.\\-a-z0-9]{1,61}[a-z0-9](/.*)?"
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},
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"SensitiveDataConfiguration":{
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"type":"structure",
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"required":["detectionMode"],
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"DISABLED"
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]
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},
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"String":{"type":"string"},
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"Tag":{
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"type":"structure",
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"required":[
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"documentation":"<p>ARN of a taggable resource</p>",
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"max":1011,
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"min":20,
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"pattern":"arn:aws(|-cn|-us-gov):bedrock:[a-z0-9-]*:[0-9]{12}:(blueprint|data-automation-project)/[a-zA-Z0-9-]{12,36}"
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"pattern":"arn:aws(|-cn|-iso|-iso-[a-z]|-us-gov):bedrock:[a-z0-9-]*:[0-9]{12}:(blueprint|data-automation-project|blueprint-optimization-invocation)/[a-zA-Z0-9-]{12,36}"
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},
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"ThrottlingException":{
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"type":"structure",

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