diff --git a/.changes/2.849.0.json b/.changes/2.849.0.json new file mode 100644 index 0000000000..5909ae20a7 --- /dev/null +++ b/.changes/2.849.0.json @@ -0,0 +1,12 @@ +[ + { + "type": "feature", + "category": "SageMaker", + "description": "Amazon SageMaker now supports core dump for SageMaker Endpoints and direct invocation of a single container in a SageMaker Endpoint that hosts multiple containers." + }, + { + "type": "feature", + "category": "SageMakerRuntime", + "description": "SageMaker Runtime now supports a new TargetContainerHostname header to invoke a model in a specific container if the endpoint hosts multiple containers and is configured to use direct invocation." + } +] \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md index d01cbcbbce..e9b23e048f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,7 +1,11 @@ # Changelog for AWS SDK for JavaScript - + +## 2.849.0 +* feature: SageMaker: Amazon SageMaker now supports core dump for SageMaker Endpoints and direct invocation of a single container in a SageMaker Endpoint that hosts multiple containers. +* feature: SageMakerRuntime: SageMaker Runtime now supports a new TargetContainerHostname header to invoke a model in a specific container if the endpoint hosts multiple containers and is configured to use direct invocation. + ## 2.848.0 * feature: RDS: Added awsBackupRecoveryPointArn in ModifyDBInstanceRequest and in the response of ModifyDBInstance. diff --git a/README.md b/README.md index fc15c7e06d..0c38ff47ec 100644 --- a/README.md +++ b/README.md @@ -29,7 +29,7 @@ For release notes, see the [CHANGELOG](https://github.com/aws/aws-sdk-js/blob/ma To use the SDK in the browser, simply add the following script tag to your HTML pages: - + You can also build a custom browser SDK with your specified set of AWS services. This can allow you to reduce the SDK's size, specify different API versions of diff --git a/apis/runtime.sagemaker-2017-05-13.min.json b/apis/runtime.sagemaker-2017-05-13.min.json index d8c923f301..6b5950e36b 100644 --- a/apis/runtime.sagemaker-2017-05-13.min.json +++ b/apis/runtime.sagemaker-2017-05-13.min.json @@ -51,6 +51,10 @@ "location": "header", "locationName": "X-Amzn-SageMaker-Target-Variant" }, + "TargetContainerHostname": { + "location": "header", + "locationName": "X-Amzn-SageMaker-Target-Container-Hostname" + }, "InferenceId": { "location": "header", "locationName": "X-Amzn-SageMaker-Inference-Id" diff --git a/apis/runtime.sagemaker-2017-05-13.normal.json b/apis/runtime.sagemaker-2017-05-13.normal.json index 57979f5027..aca5ca7d01 100644 --- a/apis/runtime.sagemaker-2017-05-13.normal.json +++ b/apis/runtime.sagemaker-2017-05-13.normal.json @@ -116,6 +116,12 @@ "location": "header", "locationName": "X-Amzn-SageMaker-Target-Variant" }, + "TargetContainerHostname": { + "shape": "TargetContainerHostnameHeader", + "documentation": "
If the endpoint hosts multiple containers and is configured to use direct invocation, this parameter specifies the host name of the container to invoke.
", + "location": "header", + "locationName": "X-Amzn-SageMaker-Target-Container-Hostname" + }, "InferenceId": { "shape": "InferenceId", "documentation": "If you provide a value, it is added to the captured data when you enable data capture on the endpoint. For information about data capture, see Capture Data.
", @@ -156,6 +162,11 @@ }, "payload": "Body" }, + "TargetContainerHostnameHeader": { + "type": "string", + "max": 63, + "pattern": "^[a-zA-Z0-9](-*[a-zA-Z0-9])*" + }, "TargetModelHeader": { "type": "string", "max": 1024, diff --git a/apis/sagemaker-2017-07-24.min.json b/apis/sagemaker-2017-07-24.min.json index c68d789396..9504f94a4f 100644 --- a/apis/sagemaker-2017-07-24.min.json +++ b/apis/sagemaker-2017-07-24.min.json @@ -543,7 +543,7 @@ "shape": "S7r" }, "DataCaptureConfig": { - "shape": "S7y" + "shape": "S80" }, "Tags": { "shape": "S7" @@ -597,13 +597,13 @@ "RecordIdentifierFeatureName": {}, "EventTimeFeatureName": {}, "FeatureDefinitions": { - "shape": "S8i" + "shape": "S8j" }, "OnlineStoreConfig": { - "shape": "S8l" + "shape": "S8m" }, "OfflineStoreConfig": { - "shape": "S8n" + "shape": "S8o" }, "RoleArn": {}, "Description": {}, @@ -634,16 +634,16 @@ "members": { "FlowDefinitionName": {}, "HumanLoopRequestSource": { - "shape": "S8y" + "shape": "S8z" }, "HumanLoopActivationConfig": { - "shape": "S90" + "shape": "S91" }, "HumanLoopConfig": { - "shape": "S93" + "shape": "S94" }, "OutputConfig": { - "shape": "S9i" + "shape": "S9j" }, "RoleArn": {}, "Tags": { @@ -671,7 +671,7 @@ "members": { "HumanTaskUiName": {}, "UiTemplate": { - "shape": "S9n" + "shape": "S9o" }, "Tags": { "shape": "S7" @@ -698,16 +698,16 @@ "members": { "HyperParameterTuningJobName": {}, "HyperParameterTuningJobConfig": { - "shape": "S9s" + "shape": "S9t" }, "TrainingJobDefinition": { - "shape": "Sa9" + "shape": "Saa" }, "TrainingJobDefinitions": { - "shape": "Saf" + "shape": "Sag" }, "WarmStartConfig": { - "shape": "Sag" + "shape": "Sah" }, "Tags": { "shape": "S7" @@ -786,21 +786,21 @@ "LabelingJobName": {}, "LabelAttributeName": {}, "InputConfig": { - "shape": "Sax" + "shape": "Say" }, "OutputConfig": { - "shape": "Sb5" + "shape": "Sb6" }, "RoleArn": {}, "LabelCategoryConfigS3Uri": {}, "StoppingConditions": { - "shape": "Sb6" + "shape": "Sb7" }, "LabelingJobAlgorithmsConfig": { - "shape": "Sb9" + "shape": "Sba" }, "HumanTaskConfig": { - "shape": "Sbd" + "shape": "Sbe" }, "Tags": { "shape": "S7" @@ -827,10 +827,13 @@ "members": { "ModelName": {}, "PrimaryContainer": { - "shape": "Sbs" + "shape": "Sbt" }, "Containers": { - "shape": "Sc2" + "shape": "Sc3" + }, + "InferenceExecutionConfig": { + "shape": "Sc4" }, "ExecutionRoleArn": {}, "Tags": { @@ -868,13 +871,13 @@ "members": { "JobDefinitionName": {}, "ModelBiasBaselineConfig": { - "shape": "Sc5" + "shape": "Sc8" }, "ModelBiasAppSpecification": { - "shape": "Sc6" + "shape": "Sc9" }, "ModelBiasJobInput": { - "shape": "Sc7" + "shape": "Sca" }, "ModelBiasJobOutputConfig": { "shape": "S6i" @@ -918,13 +921,13 @@ "members": { "JobDefinitionName": {}, "ModelExplainabilityBaselineConfig": { - "shape": "Scb" + "shape": "Sce" }, "ModelExplainabilityAppSpecification": { - "shape": "Scc" + "shape": "Scf" }, "ModelExplainabilityJobInput": { - "shape": "Scd" + "shape": "Scg" }, "ModelExplainabilityJobOutputConfig": { "shape": "S6i" @@ -965,10 +968,10 @@ "shape": "S1t" }, "ValidationSpecification": { - "shape": "Scg" + "shape": "Scj" }, "SourceAlgorithmSpecification": { - "shape": "Scj" + "shape": "Scm" }, "CertifyForMarketplace": { "type": "boolean" @@ -981,7 +984,7 @@ "shape": "Sp" }, "ModelMetrics": { - "shape": "Scn" + "shape": "Scq" }, "ClientToken": { "idempotencyToken": true @@ -1036,13 +1039,13 @@ "members": { "JobDefinitionName": {}, "ModelQualityBaselineConfig": { - "shape": "Sd0" + "shape": "Sd3" }, "ModelQualityAppSpecification": { - "shape": "Sd1" + "shape": "Sd4" }, "ModelQualityJobInput": { - "shape": "Sd3" + "shape": "Sd6" }, "ModelQualityJobOutputConfig": { "shape": "S6i" @@ -1082,7 +1085,7 @@ "members": { "MonitoringScheduleName": {}, "MonitoringScheduleConfig": { - "shape": "Sd7" + "shape": "Sda" }, "Tags": { "shape": "S7" @@ -1125,11 +1128,11 @@ "type": "integer" }, "AcceleratorTypes": { - "shape": "Sdp" + "shape": "Sds" }, "DefaultCodeRepository": {}, "AdditionalCodeRepositories": { - "shape": "Sds" + "shape": "Sdv" }, "RootAccess": {} } @@ -1150,10 +1153,10 @@ "members": { "NotebookInstanceLifecycleConfigName": {}, "OnCreate": { - "shape": "Sdx" + "shape": "Se0" }, "OnStart": { - "shape": "Sdx" + "shape": "Se0" } } }, @@ -1250,33 +1253,33 @@ ], "members": { "ProcessingInputs": { - "shape": "Sei" + "shape": "Sel" }, "ProcessingOutputConfig": { - "shape": "Sf5" + "shape": "Sf8" }, "ProcessingJobName": {}, "ProcessingResources": { - "shape": "Sfa" + "shape": "Sfd" }, "StoppingCondition": { - "shape": "Sfc" + "shape": "Sff" }, "AppSpecification": { - "shape": "Sfe" + "shape": "Sfh" }, "Environment": { - "shape": "Sfg" + "shape": "Sfj" }, "NetworkConfig": { - "shape": "Sdf" + "shape": "Sdi" }, "RoleArn": {}, "Tags": { "shape": "S7" }, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" } } }, @@ -1301,7 +1304,7 @@ "ProjectName": {}, "ProjectDescription": {}, "ServiceCatalogProvisioningDetails": { - "shape": "Sfm" + "shape": "Sfp" }, "Tags": { "shape": "S7" @@ -1337,7 +1340,7 @@ "shape": "S2a" }, "AlgorithmSpecification": { - "shape": "Sfx" + "shape": "Sg0" }, "RoleArn": {}, "InputDataConfig": { @@ -1368,25 +1371,25 @@ "type": "boolean" }, "CheckpointConfig": { - "shape": "Sae" + "shape": "Saf" }, "DebugHookConfig": { - "shape": "Sfy" + "shape": "Sg1" }, "DebugRuleConfigurations": { - "shape": "Sg6" + "shape": "Sg9" }, "TensorBoardOutputConfig": { - "shape": "Sgb" + "shape": "Sge" }, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" }, "ProfilerConfig": { - "shape": "Sgc" + "shape": "Sgf" }, "ProfilerRuleConfigurations": { - "shape": "Sgf" + "shape": "Sgi" } } }, @@ -1417,7 +1420,7 @@ "type": "integer" }, "ModelClientConfig": { - "shape": "Sgl" + "shape": "Sgo" }, "MaxPayloadInMB": { "type": "integer" @@ -1436,13 +1439,13 @@ "shape": "S3f" }, "DataProcessing": { - "shape": "Sgo" + "shape": "Sgr" }, "Tags": { "shape": "S7" }, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" } } }, @@ -1492,7 +1495,7 @@ "TrialComponentName": {}, "DisplayName": {}, "Status": { - "shape": "Sgw" + "shape": "Sgz" }, "StartTime": { "type": "timestamp" @@ -1501,13 +1504,13 @@ "type": "timestamp" }, "Parameters": { - "shape": "Sh0" + "shape": "Sh3" }, "InputArtifacts": { - "shape": "Sh4" + "shape": "Sh7" }, "OutputArtifacts": { - "shape": "Sh4" + "shape": "Sh7" }, "MetadataProperties": { "shape": "Sp" @@ -1559,13 +1562,13 @@ ], "members": { "CognitoConfig": { - "shape": "Shf" + "shape": "Shi" }, "OidcConfig": { - "shape": "Shi" + "shape": "Shl" }, "SourceIpConfig": { - "shape": "Shl" + "shape": "Sho" }, "WorkforceName": {}, "Tags": { @@ -1595,11 +1598,11 @@ "WorkteamName": {}, "WorkforceName": {}, "MemberDefinitions": { - "shape": "Sht" + "shape": "Shw" }, "Description": {}, "NotificationConfiguration": { - "shape": "Si1" + "shape": "Si4" }, "Tags": { "shape": "S7" @@ -2177,13 +2180,13 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "MetadataProperties": { "shape": "Sp" @@ -2232,10 +2235,10 @@ "type": "structure", "members": { "ValidationStatuses": { - "shape": "Sjz" + "shape": "Sk2" }, "ImageScanStatuses": { - "shape": "Sjz" + "shape": "Sk2" } } }, @@ -2340,13 +2343,13 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "MetadataProperties": { "shape": "Sp" @@ -2405,7 +2408,7 @@ }, "FailureReason": {}, "BestCandidate": { - "shape": "Skd" + "shape": "Skg" }, "AutoMLJobStatus": {}, "AutoMLJobSecondaryStatus": {}, @@ -2513,7 +2516,7 @@ }, "FailureReason": {}, "ModelArtifacts": { - "shape": "Sl3" + "shape": "Sl6" }, "ModelDigests": { "type": "structure", @@ -2558,13 +2561,13 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" } } } @@ -2828,10 +2831,10 @@ "EndpointArn": {}, "EndpointConfigName": {}, "ProductionVariants": { - "shape": "Slx" + "shape": "Sm0" }, "DataCaptureConfig": { - "shape": "Sm1" + "shape": "Sm4" }, "EndpointStatus": {}, "FailureReason": {}, @@ -2842,7 +2845,7 @@ "type": "timestamp" }, "LastDeploymentConfig": { - "shape": "Sm4" + "shape": "Sm7" } } } @@ -2872,7 +2875,7 @@ "shape": "S7r" }, "DataCaptureConfig": { - "shape": "S7y" + "shape": "S80" }, "KmsKeyId": {}, "CreationTime": { @@ -2898,20 +2901,20 @@ "ExperimentArn": {}, "DisplayName": {}, "Source": { - "shape": "Smm" + "shape": "Smp" }, "Description": {}, "CreationTime": { "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" } } } @@ -2944,21 +2947,21 @@ "RecordIdentifierFeatureName": {}, "EventTimeFeatureName": {}, "FeatureDefinitions": { - "shape": "S8i" + "shape": "S8j" }, "CreationTime": { "type": "timestamp" }, "OnlineStoreConfig": { - "shape": "S8l" + "shape": "S8m" }, "OfflineStoreConfig": { - "shape": "S8n" + "shape": "S8o" }, "RoleArn": {}, "FeatureGroupStatus": {}, "OfflineStoreStatus": { - "shape": "Sms" + "shape": "Smv" }, "FailureReason": {}, "Description": {}, @@ -2995,16 +2998,16 @@ "type": "timestamp" }, "HumanLoopRequestSource": { - "shape": "S8y" + "shape": "S8z" }, "HumanLoopActivationConfig": { - "shape": "S90" + "shape": "S91" }, "HumanLoopConfig": { - "shape": "S93" + "shape": "S94" }, "OutputConfig": { - "shape": "S9i" + "shape": "S9j" }, "RoleArn": {}, "FailureReason": {} @@ -3071,13 +3074,13 @@ "HyperParameterTuningJobName": {}, "HyperParameterTuningJobArn": {}, "HyperParameterTuningJobConfig": { - "shape": "S9s" + "shape": "S9t" }, "TrainingJobDefinition": { - "shape": "Sa9" + "shape": "Saa" }, "TrainingJobDefinitions": { - "shape": "Saf" + "shape": "Sag" }, "HyperParameterTuningJobStatus": {}, "CreationTime": { @@ -3090,19 +3093,19 @@ "type": "timestamp" }, "TrainingJobStatusCounters": { - "shape": "Sn7" + "shape": "Sna" }, "ObjectiveStatusCounters": { - "shape": "Sn9" + "shape": "Snc" }, "BestTrainingJob": { - "shape": "Snb" + "shape": "Sne" }, "OverallBestTrainingJob": { - "shape": "Snb" + "shape": "Sne" }, "WarmStartConfig": { - "shape": "Sag" + "shape": "Sah" }, "FailureReason": {} } @@ -3199,7 +3202,7 @@ "members": { "LabelingJobStatus": {}, "LabelCounters": { - "shape": "Sno" + "shape": "Snr" }, "FailureReason": {}, "CreationTime": { @@ -3213,27 +3216,27 @@ "LabelingJobArn": {}, "LabelAttributeName": {}, "InputConfig": { - "shape": "Sax" + "shape": "Say" }, "OutputConfig": { - "shape": "Sb5" + "shape": "Sb6" }, "RoleArn": {}, "LabelCategoryConfigS3Uri": {}, "StoppingConditions": { - "shape": "Sb6" + "shape": "Sb7" }, "LabelingJobAlgorithmsConfig": { - "shape": "Sb9" + "shape": "Sba" }, "HumanTaskConfig": { - "shape": "Sbd" + "shape": "Sbe" }, "Tags": { "shape": "S7" }, "LabelingJobOutput": { - "shape": "Snr" + "shape": "Snu" } } } @@ -3259,10 +3262,13 @@ "members": { "ModelName": {}, "PrimaryContainer": { - "shape": "Sbs" + "shape": "Sbt" }, "Containers": { - "shape": "Sc2" + "shape": "Sc3" + }, + "InferenceExecutionConfig": { + "shape": "Sc4" }, "ExecutionRoleArn": {}, "VpcConfig": { @@ -3307,13 +3313,13 @@ "type": "timestamp" }, "ModelBiasBaselineConfig": { - "shape": "Sc5" + "shape": "Sc8" }, "ModelBiasAppSpecification": { - "shape": "Sc6" + "shape": "Sc9" }, "ModelBiasJobInput": { - "shape": "Sc7" + "shape": "Sca" }, "ModelBiasJobOutputConfig": { "shape": "S6i" @@ -3360,13 +3366,13 @@ "type": "timestamp" }, "ModelExplainabilityBaselineConfig": { - "shape": "Scb" + "shape": "Sce" }, "ModelExplainabilityAppSpecification": { - "shape": "Scc" + "shape": "Scf" }, "ModelExplainabilityJobInput": { - "shape": "Scd" + "shape": "Scg" }, "ModelExplainabilityJobOutputConfig": { "shape": "S6i" @@ -3418,33 +3424,33 @@ "shape": "S1t" }, "SourceAlgorithmSpecification": { - "shape": "Scj" + "shape": "Scm" }, "ValidationSpecification": { - "shape": "Scg" + "shape": "Scj" }, "ModelPackageStatus": {}, "ModelPackageStatusDetails": { - "shape": "So2" + "shape": "So5" }, "CertifyForMarketplace": { "type": "boolean" }, "ModelApprovalStatus": {}, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "MetadataProperties": { "shape": "Sp" }, "ModelMetrics": { - "shape": "Scn" + "shape": "Scq" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "ApprovalDescription": {} } @@ -3477,7 +3483,7 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "ModelPackageGroupStatus": {} } @@ -3512,13 +3518,13 @@ "type": "timestamp" }, "ModelQualityBaselineConfig": { - "shape": "Sd0" + "shape": "Sd3" }, "ModelQualityAppSpecification": { - "shape": "Sd1" + "shape": "Sd4" }, "ModelQualityJobInput": { - "shape": "Sd3" + "shape": "Sd6" }, "ModelQualityJobOutputConfig": { "shape": "S6i" @@ -3569,11 +3575,11 @@ "type": "timestamp" }, "MonitoringScheduleConfig": { - "shape": "Sd7" + "shape": "Sda" }, "EndpointName": {}, "LastMonitoringExecutionSummary": { - "shape": "Sof" + "shape": "Soi" } } } @@ -3616,11 +3622,11 @@ "type": "integer" }, "AcceleratorTypes": { - "shape": "Sdp" + "shape": "Sds" }, "DefaultCodeRepository": {}, "AdditionalCodeRepositories": { - "shape": "Sds" + "shape": "Sdv" }, "RootAccess": {} } @@ -3642,10 +3648,10 @@ "NotebookInstanceLifecycleConfigArn": {}, "NotebookInstanceLifecycleConfigName": {}, "OnCreate": { - "shape": "Sdx" + "shape": "Se0" }, "OnStart": { - "shape": "Sdx" + "shape": "Se0" }, "LastModifiedTime": { "type": "timestamp" @@ -3686,10 +3692,10 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" } } } @@ -3739,10 +3745,10 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" } } } @@ -3769,30 +3775,30 @@ ], "members": { "ProcessingInputs": { - "shape": "Sei" + "shape": "Sel" }, "ProcessingOutputConfig": { - "shape": "Sf5" + "shape": "Sf8" }, "ProcessingJobName": {}, "ProcessingResources": { - "shape": "Sfa" + "shape": "Sfd" }, "StoppingCondition": { - "shape": "Sfc" + "shape": "Sff" }, "AppSpecification": { - "shape": "Sfe" + "shape": "Sfh" }, "Environment": { - "shape": "Sfg" + "shape": "Sfj" }, "NetworkConfig": { - "shape": "Sdf" + "shape": "Sdi" }, "RoleArn": {}, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" }, "ProcessingJobArn": {}, "ProcessingJobStatus": {}, @@ -3842,7 +3848,7 @@ "ProjectId": {}, "ProjectDescription": {}, "ServiceCatalogProvisioningDetails": { - "shape": "Sfm" + "shape": "Sfp" }, "ServiceCatalogProvisionedProductDetails": { "type": "structure", @@ -3853,7 +3859,7 @@ }, "ProjectStatus": {}, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "CreationTime": { "type": "timestamp" @@ -3878,7 +3884,7 @@ ], "members": { "SubscribedWorkteam": { - "shape": "Sp9" + "shape": "Spc" } } } @@ -3913,7 +3919,7 @@ "LabelingJobArn": {}, "AutoMLJobArn": {}, "ModelArtifacts": { - "shape": "Sl3" + "shape": "Sl6" }, "TrainingJobStatus": {}, "SecondaryStatus": {}, @@ -3922,7 +3928,7 @@ "shape": "S2a" }, "AlgorithmSpecification": { - "shape": "Sfx" + "shape": "Sg0" }, "RoleArn": {}, "InputDataConfig": { @@ -3953,10 +3959,10 @@ "type": "timestamp" }, "SecondaryStatusTransitions": { - "shape": "Spd" + "shape": "Spg" }, "FinalMetricDataList": { - "shape": "Spg" + "shape": "Spj" }, "EnableNetworkIsolation": { "type": "boolean" @@ -3968,7 +3974,7 @@ "type": "boolean" }, "CheckpointConfig": { - "shape": "Sae" + "shape": "Saf" }, "TrainingTimeInSeconds": { "type": "integer" @@ -3977,25 +3983,25 @@ "type": "integer" }, "DebugHookConfig": { - "shape": "Sfy" + "shape": "Sg1" }, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" }, "DebugRuleConfigurations": { - "shape": "Sg6" + "shape": "Sg9" }, "TensorBoardOutputConfig": { - "shape": "Sgb" + "shape": "Sge" }, "DebugRuleEvaluationStatuses": { - "shape": "Spl" + "shape": "Spo" }, "ProfilerConfig": { - "shape": "Sgc" + "shape": "Sgf" }, "ProfilerRuleConfigurations": { - "shape": "Sgf" + "shape": "Sgi" }, "ProfilerRuleEvaluationStatuses": { "type": "list", @@ -4047,7 +4053,7 @@ "type": "integer" }, "ModelClientConfig": { - "shape": "Sgl" + "shape": "Sgo" }, "MaxPayloadInMB": { "type": "integer" @@ -4077,10 +4083,10 @@ "LabelingJobArn": {}, "AutoMLJobArn": {}, "DataProcessing": { - "shape": "Sgo" + "shape": "Sgr" }, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" } } } @@ -4103,19 +4109,19 @@ "DisplayName": {}, "ExperimentName": {}, "Source": { - "shape": "Spx" + "shape": "Sq0" }, "CreationTime": { "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "MetadataProperties": { "shape": "Sp" @@ -4140,10 +4146,10 @@ "TrialComponentArn": {}, "DisplayName": {}, "Source": { - "shape": "Sq1" + "shape": "Sq4" }, "Status": { - "shape": "Sgw" + "shape": "Sgz" }, "StartTime": { "type": "timestamp" @@ -4155,28 +4161,28 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "Parameters": { - "shape": "Sh0" + "shape": "Sh3" }, "InputArtifacts": { - "shape": "Sh4" + "shape": "Sh7" }, "OutputArtifacts": { - "shape": "Sh4" + "shape": "Sh7" }, "MetadataProperties": { "shape": "Sp" }, "Metrics": { - "shape": "Sq3" + "shape": "Sq6" } } } @@ -4233,7 +4239,7 @@ ], "members": { "Workforce": { - "shape": "Sqd" + "shape": "Sqg" } } } @@ -4255,7 +4261,7 @@ ], "members": { "Workteam": { - "shape": "Sqh" + "shape": "Sqk" } } } @@ -4736,7 +4742,7 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" } } } @@ -4838,7 +4844,7 @@ "Candidates": { "type": "list", "member": { - "shape": "Skd" + "shape": "Skg" } }, "NextToken": {} @@ -5048,7 +5054,7 @@ ], "members": { "JobDefinitionSummaries": { - "shape": "St7" + "shape": "Sta" }, "NextToken": {} } @@ -5406,7 +5412,7 @@ "ExperimentName": {}, "DisplayName": {}, "ExperimentSource": { - "shape": "Smm" + "shape": "Smp" }, "CreationTime": { "type": "timestamp" @@ -5466,7 +5472,7 @@ }, "FeatureGroupStatus": {}, "OfflineStoreStatus": { - "shape": "Sms" + "shape": "Smv" } } } @@ -5628,13 +5634,13 @@ "type": "timestamp" }, "TrainingJobStatusCounters": { - "shape": "Sn7" + "shape": "Sna" }, "ObjectiveStatusCounters": { - "shape": "Sn9" + "shape": "Snc" }, "ResourceLimits": { - "shape": "S9u" + "shape": "S9v" } } } @@ -5820,17 +5826,17 @@ }, "LabelingJobStatus": {}, "LabelCounters": { - "shape": "Sno" + "shape": "Snr" }, "WorkteamArn": {}, "PreHumanTaskLambdaArn": {}, "AnnotationConsolidationLambdaArn": {}, "FailureReason": {}, "LabelingJobOutput": { - "shape": "Snr" + "shape": "Snu" }, "InputConfig": { - "shape": "Sax" + "shape": "Say" } } } @@ -5935,7 +5941,7 @@ ], "members": { "JobDefinitionSummaries": { - "shape": "St7" + "shape": "Sta" }, "NextToken": {} } @@ -5968,7 +5974,7 @@ ], "members": { "JobDefinitionSummaries": { - "shape": "St7" + "shape": "Sta" }, "NextToken": {} } @@ -6109,7 +6115,7 @@ ], "members": { "JobDefinitionSummaries": { - "shape": "St7" + "shape": "Sta" }, "NextToken": {} } @@ -6206,7 +6212,7 @@ "MonitoringExecutionSummaries": { "type": "list", "member": { - "shape": "Sof" + "shape": "Soi" } }, "NextToken": {} @@ -6387,7 +6393,7 @@ "NotebookInstanceLifecycleConfigName": {}, "DefaultCodeRepository": {}, "AdditionalCodeRepositories": { - "shape": "Sds" + "shape": "Sdv" } } } @@ -6540,7 +6546,7 @@ "type": "structure", "members": { "PipelineParameters": { - "shape": "Sxl" + "shape": "Sxo" }, "NextToken": {} } @@ -6730,7 +6736,7 @@ "SubscribedWorkteams": { "type": "list", "member": { - "shape": "Sp9" + "shape": "Spc" } }, "NextToken": {} @@ -6849,7 +6855,7 @@ "TrainingJobSummaries": { "type": "list", "member": { - "shape": "Snb" + "shape": "Sne" } }, "NextToken": {} @@ -6952,10 +6958,10 @@ "TrialComponentArn": {}, "DisplayName": {}, "TrialComponentSource": { - "shape": "Sq1" + "shape": "Sq4" }, "Status": { - "shape": "Sgw" + "shape": "Sgz" }, "StartTime": { "type": "timestamp" @@ -6967,13 +6973,13 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" } } } @@ -7014,7 +7020,7 @@ "TrialName": {}, "DisplayName": {}, "TrialSource": { - "shape": "Spx" + "shape": "Sq0" }, "CreationTime": { "type": "timestamp" @@ -7089,7 +7095,7 @@ "Workforces": { "type": "list", "member": { - "shape": "Sqd" + "shape": "Sqg" } }, "NextToken": {} @@ -7118,7 +7124,7 @@ "Workteams": { "type": "list", "member": { - "shape": "Sqh" + "shape": "Sqk" } }, "NextToken": {} @@ -7157,7 +7163,7 @@ "members": { "DeviceFleetName": {}, "Devices": { - "shape": "Szb" + "shape": "Sze" }, "Tags": { "shape": "S7" @@ -7174,7 +7180,7 @@ ], "members": { "UiTemplate": { - "shape": "S9n" + "shape": "S9o" }, "Task": { "type": "structure", @@ -7223,7 +7229,7 @@ "members": { "Resource": {}, "SearchExpression": { - "shape": "Szk" + "shape": "Szn" }, "SortBy": {}, "SortOrder": {}, @@ -7242,7 +7248,7 @@ "type": "structure", "members": { "TrainingJob": { - "shape": "Szx" + "shape": "S100" }, "Experiment": { "type": "structure", @@ -7251,20 +7257,20 @@ "ExperimentArn": {}, "DisplayName": {}, "Source": { - "shape": "Smm" + "shape": "Smp" }, "Description": {}, "CreationTime": { "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "Tags": { "shape": "S7" @@ -7279,19 +7285,19 @@ "DisplayName": {}, "ExperimentName": {}, "Source": { - "shape": "Spx" + "shape": "Sq0" }, "CreationTime": { "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "MetadataProperties": { "shape": "Sp" @@ -7307,13 +7313,13 @@ "TrialComponentName": {}, "TrialComponentArn": {}, "TrialComponentSource": { - "shape": "Sq1" + "shape": "Sq4" }, "CreationTime": { "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" } } } @@ -7327,10 +7333,10 @@ "DisplayName": {}, "TrialComponentArn": {}, "Source": { - "shape": "Sq1" + "shape": "Sq4" }, "Status": { - "shape": "Sgw" + "shape": "Sgz" }, "StartTime": { "type": "timestamp" @@ -7342,25 +7348,25 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "Parameters": { - "shape": "Sh0" + "shape": "Sh3" }, "InputArtifacts": { - "shape": "Sh4" + "shape": "Sh7" }, "OutputArtifacts": { - "shape": "Sh4" + "shape": "Sh7" }, "Metrics": { - "shape": "Sq3" + "shape": "Sq6" }, "MetadataProperties": { "shape": "Sp" @@ -7370,36 +7376,36 @@ "members": { "SourceArn": {}, "TrainingJob": { - "shape": "Szx" + "shape": "S100" }, "ProcessingJob": { "type": "structure", "members": { "ProcessingInputs": { - "shape": "Sei" + "shape": "Sel" }, "ProcessingOutputConfig": { - "shape": "Sf5" + "shape": "Sf8" }, "ProcessingJobName": {}, "ProcessingResources": { - "shape": "Sfa" + "shape": "Sfd" }, "StoppingCondition": { - "shape": "Sfc" + "shape": "Sff" }, "AppSpecification": { - "shape": "Sfe" + "shape": "Sfh" }, "Environment": { - "shape": "Sfg" + "shape": "Sfj" }, "NetworkConfig": { - "shape": "Sdf" + "shape": "Sdi" }, "RoleArn": {}, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" }, "ProcessingJobArn": {}, "ProcessingJobStatus": {}, @@ -7437,7 +7443,7 @@ "type": "integer" }, "ModelClientConfig": { - "shape": "Sgl" + "shape": "Sgo" }, "MaxPayloadInMB": { "type": "integer" @@ -7467,10 +7473,10 @@ "LabelingJobArn": {}, "AutoMLJobArn": {}, "DataProcessing": { - "shape": "Sgo" + "shape": "Sgr" }, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" }, "Tags": { "shape": "S7" @@ -7509,10 +7515,10 @@ "EndpointArn": {}, "EndpointConfigName": {}, "ProductionVariants": { - "shape": "Slx" + "shape": "Sm0" }, "DataCaptureConfig": { - "shape": "Sm1" + "shape": "Sm4" }, "EndpointStatus": {}, "FailureReason": {}, @@ -7539,11 +7545,11 @@ "type": "timestamp" }, "MonitoringScheduleConfig": { - "shape": "Sd7" + "shape": "Sda" }, "EndpointName": {}, "LastMonitoringExecutionSummary": { - "shape": "Sof" + "shape": "Soi" }, "Tags": { "shape": "S7" @@ -7573,33 +7579,33 @@ "shape": "S1t" }, "SourceAlgorithmSpecification": { - "shape": "Scj" + "shape": "Scm" }, "ValidationSpecification": { - "shape": "Scg" + "shape": "Scj" }, "ModelPackageStatus": {}, "ModelPackageStatusDetails": { - "shape": "So2" + "shape": "So5" }, "CertifyForMarketplace": { "type": "boolean" }, "ModelApprovalStatus": {}, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "MetadataProperties": { "shape": "Sp" }, "ModelMetrics": { - "shape": "Scn" + "shape": "Scq" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "ApprovalDescription": {}, "Tags": { @@ -7617,7 +7623,7 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "ModelPackageGroupStatus": {}, "Tags": { @@ -7644,10 +7650,10 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "Tags": { "shape": "S7" @@ -7669,13 +7675,13 @@ "type": "timestamp" }, "CreatedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "LastModifiedBy": { - "shape": "Sjt" + "shape": "Sjw" }, "PipelineParameters": { - "shape": "Sxl" + "shape": "Sxo" } } }, @@ -7687,21 +7693,21 @@ "RecordIdentifierFeatureName": {}, "EventTimeFeatureName": {}, "FeatureDefinitions": { - "shape": "S8i" + "shape": "S8j" }, "CreationTime": { "type": "timestamp" }, "OnlineStoreConfig": { - "shape": "S8l" + "shape": "S8m" }, "OfflineStoreConfig": { - "shape": "S8n" + "shape": "S8o" }, "RoleArn": {}, "FeatureGroupStatus": {}, "OfflineStoreStatus": { - "shape": "Sms" + "shape": "Smv" }, "FailureReason": {}, "Description": {}, @@ -7750,7 +7756,7 @@ "PipelineName": {}, "PipelineExecutionDisplayName": {}, "PipelineParameters": { - "shape": "Sxl" + "shape": "Sxo" }, "PipelineExecutionDescription": {}, "ClientRequestToken": { @@ -7910,7 +7916,7 @@ "shape": "Sn" }, "PropertiesToRemove": { - "shape": "S10x" + "shape": "S110" } } }, @@ -7954,7 +7960,7 @@ "shape": "Sn" }, "PropertiesToRemove": { - "shape": "S10x" + "shape": "S110" } } }, @@ -8004,7 +8010,7 @@ "shape": "Sn" }, "PropertiesToRemove": { - "shape": "S10x" + "shape": "S110" } } }, @@ -8042,7 +8048,7 @@ "members": { "DeviceFleetName": {}, "Devices": { - "shape": "Szb" + "shape": "Sze" } } } @@ -8093,7 +8099,7 @@ } }, "DeploymentConfig": { - "shape": "Sm4" + "shape": "Sm7" } } }, @@ -8222,7 +8228,7 @@ "members": { "MonitoringScheduleName": {}, "MonitoringScheduleConfig": { - "shape": "Sd7" + "shape": "Sda" } } }, @@ -8255,10 +8261,10 @@ }, "DefaultCodeRepository": {}, "AdditionalCodeRepositories": { - "shape": "Sds" + "shape": "Sdv" }, "AcceleratorTypes": { - "shape": "Sdp" + "shape": "Sds" }, "DisassociateAcceleratorTypes": { "type": "boolean" @@ -8286,10 +8292,10 @@ "members": { "NotebookInstanceLifecycleConfigName": {}, "OnCreate": { - "shape": "Sdx" + "shape": "Se0" }, "OnStart": { - "shape": "Sdx" + "shape": "Se0" } } }, @@ -8354,7 +8360,7 @@ "type": "long" }, "ProfilingParameters": { - "shape": "Sge" + "shape": "Sgh" }, "DisableProfiler": { "type": "boolean" @@ -8362,7 +8368,7 @@ } }, "ProfilerRuleConfigurations": { - "shape": "Sgf" + "shape": "Sgi" } } }, @@ -8404,7 +8410,7 @@ "TrialComponentName": {}, "DisplayName": {}, "Status": { - "shape": "Sgw" + "shape": "Sgz" }, "StartTime": { "type": "timestamp" @@ -8413,22 +8419,22 @@ "type": "timestamp" }, "Parameters": { - "shape": "Sh0" + "shape": "Sh3" }, "ParametersToRemove": { - "shape": "S12e" + "shape": "S12h" }, "InputArtifacts": { - "shape": "Sh4" + "shape": "Sh7" }, "InputArtifactsToRemove": { - "shape": "S12e" + "shape": "S12h" }, "OutputArtifacts": { - "shape": "Sh4" + "shape": "Sh7" }, "OutputArtifactsToRemove": { - "shape": "S12e" + "shape": "S12h" } } }, @@ -8470,10 +8476,10 @@ "members": { "WorkforceName": {}, "SourceIpConfig": { - "shape": "Shl" + "shape": "Sho" }, "OidcConfig": { - "shape": "Shi" + "shape": "Shl" } } }, @@ -8484,7 +8490,7 @@ ], "members": { "Workforce": { - "shape": "Sqd" + "shape": "Sqg" } } } @@ -8498,11 +8504,11 @@ "members": { "WorkteamName": {}, "MemberDefinitions": { - "shape": "Sht" + "shape": "Shw" }, "Description": {}, "NotificationConfiguration": { - "shape": "Si1" + "shape": "Si4" } } }, @@ -8513,7 +8519,7 @@ ], "members": { "Workteam": { - "shape": "Sqh" + "shape": "Sqk" } } } @@ -9496,11 +9502,21 @@ "InitialVariantWeight": { "type": "float" }, - "AcceleratorType": {} + "AcceleratorType": {}, + "CoreDumpConfig": { + "type": "structure", + "required": [ + "DestinationS3Uri" + ], + "members": { + "DestinationS3Uri": {}, + "KmsKeyId": {} + } + } } } }, - "S7y": { + "S80": { "type": "structure", "required": [ "InitialSamplingPercentage", @@ -9543,7 +9559,7 @@ } } }, - "S8i": { + "S8j": { "type": "list", "member": { "type": "structure", @@ -9553,7 +9569,7 @@ } } }, - "S8l": { + "S8m": { "type": "structure", "members": { "SecurityConfig": { @@ -9567,7 +9583,7 @@ } } }, - "S8n": { + "S8o": { "type": "structure", "required": [ "S3StorageConfig" @@ -9601,7 +9617,7 @@ } } }, - "S8y": { + "S8z": { "type": "structure", "required": [ "AwsManagedHumanLoopRequestSource" @@ -9610,7 +9626,7 @@ "AwsManagedHumanLoopRequestSource": {} } }, - "S90": { + "S91": { "type": "structure", "required": [ "HumanLoopActivationConditionsConfig" @@ -9629,7 +9645,7 @@ } } }, - "S93": { + "S94": { "type": "structure", "required": [ "WorkteamArn", @@ -9657,11 +9673,11 @@ "member": {} }, "PublicWorkforceTaskPrice": { - "shape": "S9d" + "shape": "S9e" } } }, - "S9d": { + "S9e": { "type": "structure", "members": { "AmountInUsd": { @@ -9680,7 +9696,7 @@ } } }, - "S9i": { + "S9j": { "type": "structure", "required": [ "S3OutputPath" @@ -9690,7 +9706,7 @@ "KmsKeyId": {} } }, - "S9n": { + "S9o": { "type": "structure", "required": [ "Content" @@ -9699,7 +9715,7 @@ "Content": {} } }, - "S9s": { + "S9t": { "type": "structure", "required": [ "Strategy", @@ -9711,10 +9727,10 @@ "shape": "S1r" }, "ResourceLimits": { - "shape": "S9u" + "shape": "S9v" }, "ParameterRanges": { - "shape": "S9x" + "shape": "S9y" }, "TrainingJobEarlyStoppingType": {}, "TuningJobCompletionCriteria": { @@ -9730,7 +9746,7 @@ } } }, - "S9u": { + "S9v": { "type": "structure", "required": [ "MaxNumberOfTrainingJobs", @@ -9745,7 +9761,7 @@ } } }, - "S9x": { + "S9y": { "type": "structure", "members": { "IntegerParameterRanges": { @@ -9800,7 +9816,7 @@ } } }, - "Sa9": { + "Saa": { "type": "structure", "required": [ "AlgorithmSpecification", @@ -9815,7 +9831,7 @@ "shape": "S1r" }, "HyperParameterRanges": { - "shape": "S9x" + "shape": "S9y" }, "StaticHyperParameters": { "shape": "S2a" @@ -9860,11 +9876,11 @@ "type": "boolean" }, "CheckpointConfig": { - "shape": "Sae" + "shape": "Saf" } } }, - "Sae": { + "Saf": { "type": "structure", "required": [ "S3Uri" @@ -9874,13 +9890,13 @@ "LocalPath": {} } }, - "Saf": { + "Sag": { "type": "list", "member": { - "shape": "Sa9" + "shape": "Saa" } }, - "Sag": { + "Sah": { "type": "structure", "required": [ "ParentHyperParameterTuningJobs", @@ -9899,7 +9915,7 @@ "WarmStartType": {} } }, - "Sax": { + "Say": { "type": "structure", "required": [ "DataSource" @@ -9939,7 +9955,7 @@ } } }, - "Sb5": { + "Sb6": { "type": "structure", "required": [ "S3OutputPath" @@ -9950,7 +9966,7 @@ "SnsTopicArn": {} } }, - "Sb6": { + "Sb7": { "type": "structure", "members": { "MaxHumanLabeledObjectCount": { @@ -9961,7 +9977,7 @@ } } }, - "Sb9": { + "Sba": { "type": "structure", "required": [ "LabelingJobAlgorithmSpecificationArn" @@ -9977,7 +9993,7 @@ } } }, - "Sbd": { + "Sbe": { "type": "structure", "required": [ "WorkteamArn", @@ -10027,11 +10043,11 @@ } }, "PublicWorkforceTaskPrice": { - "shape": "S9d" + "shape": "S9e" } } }, - "Sbs": { + "Sbt": { "type": "structure", "members": { "ContainerHostname": {}, @@ -10048,7 +10064,7 @@ "Mode": {}, "ModelDataUrl": {}, "Environment": { - "shape": "Sbw" + "shape": "Sbx" }, "ModelPackageName": {}, "MultiModelConfig": { @@ -10059,18 +10075,27 @@ } } }, - "Sbw": { + "Sbx": { "type": "map", "key": {}, "value": {} }, - "Sc2": { + "Sc3": { "type": "list", "member": { - "shape": "Sbs" + "shape": "Sbt" } }, - "Sc5": { + "Sc4": { + "type": "structure", + "required": [ + "Mode" + ], + "members": { + "Mode": {} + } + }, + "Sc8": { "type": "structure", "members": { "BaseliningJobName": {}, @@ -10079,7 +10104,7 @@ } } }, - "Sc6": { + "Sc9": { "type": "structure", "required": [ "ImageUri", @@ -10093,7 +10118,7 @@ } } }, - "Sc7": { + "Sca": { "type": "structure", "required": [ "EndpointInput", @@ -10104,17 +10129,17 @@ "shape": "S6a" }, "GroundTruthS3Input": { - "shape": "Sc8" + "shape": "Scb" } } }, - "Sc8": { + "Scb": { "type": "structure", "members": { "S3Uri": {} } }, - "Scb": { + "Sce": { "type": "structure", "members": { "BaseliningJobName": {}, @@ -10123,7 +10148,7 @@ } } }, - "Scc": { + "Scf": { "type": "structure", "required": [ "ImageUri", @@ -10137,7 +10162,7 @@ } } }, - "Scd": { + "Scg": { "type": "structure", "required": [ "EndpointInput" @@ -10148,7 +10173,7 @@ } } }, - "Scg": { + "Scj": { "type": "structure", "required": [ "ValidationRole", @@ -10174,7 +10199,7 @@ } } }, - "Scj": { + "Scm": { "type": "structure", "required": [ "SourceAlgorithms" @@ -10195,17 +10220,17 @@ } } }, - "Scn": { + "Scq": { "type": "structure", "members": { "ModelQuality": { "type": "structure", "members": { "Statistics": { - "shape": "Scp" + "shape": "Scs" }, "Constraints": { - "shape": "Scp" + "shape": "Scs" } } }, @@ -10213,10 +10238,10 @@ "type": "structure", "members": { "Statistics": { - "shape": "Scp" + "shape": "Scs" }, "Constraints": { - "shape": "Scp" + "shape": "Scs" } } }, @@ -10224,7 +10249,7 @@ "type": "structure", "members": { "Report": { - "shape": "Scp" + "shape": "Scs" } } }, @@ -10232,13 +10257,13 @@ "type": "structure", "members": { "Report": { - "shape": "Scp" + "shape": "Scs" } } } } }, - "Scp": { + "Scs": { "type": "structure", "required": [ "ContentType", @@ -10250,7 +10275,7 @@ "S3Uri": {} } }, - "Sd0": { + "Sd3": { "type": "structure", "members": { "BaseliningJobName": {}, @@ -10259,7 +10284,7 @@ } } }, - "Sd1": { + "Sd4": { "type": "structure", "required": [ "ImageUri" @@ -10280,7 +10305,7 @@ } } }, - "Sd3": { + "Sd6": { "type": "structure", "required": [ "EndpointInput", @@ -10291,11 +10316,11 @@ "shape": "S6a" }, "GroundTruthS3Input": { - "shape": "Sc8" + "shape": "Scb" } } }, - "Sd7": { + "Sda": { "type": "structure", "members": { "ScheduleConfig": { @@ -10373,7 +10398,7 @@ "shape": "S66" }, "NetworkConfig": { - "shape": "Sdf" + "shape": "Sdi" }, "RoleArn": {} } @@ -10382,7 +10407,7 @@ "MonitoringType": {} } }, - "Sdf": { + "Sdi": { "type": "structure", "members": { "EnableInterContainerTrafficEncryption": { @@ -10396,15 +10421,15 @@ } } }, - "Sdp": { + "Sds": { "type": "list", "member": {} }, - "Sds": { + "Sdv": { "type": "list", "member": {} }, - "Sdx": { + "Se0": { "type": "list", "member": { "type": "structure", @@ -10413,7 +10438,7 @@ } } }, - "Sei": { + "Sel": { "type": "list", "member": { "type": "structure", @@ -10494,7 +10519,7 @@ } } }, - "Sf5": { + "Sf8": { "type": "structure", "required": [ "Outputs" @@ -10540,7 +10565,7 @@ "KmsKeyId": {} } }, - "Sfa": { + "Sfd": { "type": "structure", "required": [ "ClusterConfig" @@ -10566,7 +10591,7 @@ } } }, - "Sfc": { + "Sff": { "type": "structure", "required": [ "MaxRuntimeInSeconds" @@ -10577,7 +10602,7 @@ } } }, - "Sfe": { + "Sfh": { "type": "structure", "required": [ "ImageUri" @@ -10593,12 +10618,12 @@ } } }, - "Sfg": { + "Sfj": { "type": "map", "key": {}, "value": {} }, - "Sfh": { + "Sfk": { "type": "structure", "members": { "ExperimentName": {}, @@ -10606,7 +10631,7 @@ "TrialComponentDisplayName": {} } }, - "Sfm": { + "Sfp": { "type": "structure", "required": [ "ProductId", @@ -10628,7 +10653,7 @@ } } }, - "Sfx": { + "Sg0": { "type": "structure", "required": [ "TrainingInputMode" @@ -10645,7 +10670,7 @@ } } }, - "Sfy": { + "Sg1": { "type": "structure", "required": [ "S3OutputPath" @@ -10674,7 +10699,7 @@ } } }, - "Sg6": { + "Sg9": { "type": "list", "member": { "type": "structure", @@ -10692,17 +10717,17 @@ "type": "integer" }, "RuleParameters": { - "shape": "Sga" + "shape": "Sgd" } } } }, - "Sga": { + "Sgd": { "type": "map", "key": {}, "value": {} }, - "Sgb": { + "Sge": { "type": "structure", "required": [ "S3OutputPath" @@ -10712,7 +10737,7 @@ "S3OutputPath": {} } }, - "Sgc": { + "Sgf": { "type": "structure", "required": [ "S3OutputPath" @@ -10723,16 +10748,16 @@ "type": "long" }, "ProfilingParameters": { - "shape": "Sge" + "shape": "Sgh" } } }, - "Sge": { + "Sgh": { "type": "map", "key": {}, "value": {} }, - "Sgf": { + "Sgi": { "type": "list", "member": { "type": "structure", @@ -10750,12 +10775,12 @@ "type": "integer" }, "RuleParameters": { - "shape": "Sga" + "shape": "Sgd" } } } }, - "Sgl": { + "Sgo": { "type": "structure", "members": { "InvocationsTimeoutInSeconds": { @@ -10766,7 +10791,7 @@ } } }, - "Sgo": { + "Sgr": { "type": "structure", "members": { "InputFilter": {}, @@ -10774,14 +10799,14 @@ "JoinSource": {} } }, - "Sgw": { + "Sgz": { "type": "structure", "members": { "PrimaryStatus": {}, "Message": {} } }, - "Sh0": { + "Sh3": { "type": "map", "key": {}, "value": { @@ -10794,7 +10819,7 @@ } } }, - "Sh4": { + "Sh7": { "type": "map", "key": {}, "value": { @@ -10808,7 +10833,7 @@ } } }, - "Shf": { + "Shi": { "type": "structure", "required": [ "UserPool", @@ -10819,7 +10844,7 @@ "ClientId": {} } }, - "Shi": { + "Shl": { "type": "structure", "required": [ "ClientId", @@ -10845,7 +10870,7 @@ "JwksUri": {} } }, - "Shl": { + "Sho": { "type": "structure", "required": [ "Cidrs" @@ -10857,7 +10882,7 @@ } } }, - "Sht": { + "Shw": { "type": "list", "member": { "type": "structure", @@ -10890,13 +10915,13 @@ } } }, - "Si1": { + "Si4": { "type": "structure", "members": { "NotificationTopicArn": {} } }, - "Sjt": { + "Sjw": { "type": "structure", "members": { "UserProfileArn": {}, @@ -10904,7 +10929,7 @@ "DomainId": {} } }, - "Sjz": { + "Sk2": { "type": "list", "member": { "type": "structure", @@ -10919,7 +10944,7 @@ } } }, - "Skd": { + "Skg": { "type": "structure", "required": [ "CandidateName", @@ -10975,7 +11000,7 @@ "Image": {}, "ModelDataUrl": {}, "Environment": { - "shape": "Sbw" + "shape": "Sbx" } } } @@ -10992,7 +11017,7 @@ "FailureReason": {} } }, - "Sl3": { + "Sl6": { "type": "structure", "required": [ "S3ModelArtifacts" @@ -11001,7 +11026,7 @@ "S3ModelArtifacts": {} } }, - "Slx": { + "Sm0": { "type": "list", "member": { "type": "structure", @@ -11038,7 +11063,7 @@ } } }, - "Sm1": { + "Sm4": { "type": "structure", "required": [ "EnableCapture", @@ -11059,7 +11084,7 @@ "KmsKeyId": {} } }, - "Sm4": { + "Sm7": { "type": "structure", "required": [ "BlueGreenUpdatePolicy" @@ -11121,7 +11146,7 @@ } } }, - "Smm": { + "Smp": { "type": "structure", "required": [ "SourceArn" @@ -11131,7 +11156,7 @@ "SourceType": {} } }, - "Sms": { + "Smv": { "type": "structure", "required": [ "Status" @@ -11141,7 +11166,7 @@ "BlockedReason": {} } }, - "Sn7": { + "Sna": { "type": "structure", "members": { "Completed": { @@ -11161,7 +11186,7 @@ } } }, - "Sn9": { + "Snc": { "type": "structure", "members": { "Succeeded": { @@ -11175,7 +11200,7 @@ } } }, - "Snb": { + "Sne": { "type": "structure", "required": [ "TrainingJobName", @@ -11220,7 +11245,7 @@ "ObjectiveStatus": {} } }, - "Sno": { + "Snr": { "type": "structure", "members": { "TotalLabeled": { @@ -11240,7 +11265,7 @@ } } }, - "Snr": { + "Snu": { "type": "structure", "required": [ "OutputDatasetS3Uri" @@ -11250,21 +11275,21 @@ "FinalActiveLearningModelArn": {} } }, - "So2": { + "So5": { "type": "structure", "required": [ "ValidationStatuses" ], "members": { "ValidationStatuses": { - "shape": "So3" + "shape": "So6" }, "ImageScanStatuses": { - "shape": "So3" + "shape": "So6" } } }, - "So3": { + "So6": { "type": "list", "member": { "type": "structure", @@ -11279,7 +11304,7 @@ } } }, - "Sof": { + "Soi": { "type": "structure", "required": [ "MonitoringScheduleName", @@ -11307,7 +11332,7 @@ "MonitoringType": {} } }, - "Sp9": { + "Spc": { "type": "structure", "required": [ "WorkteamArn" @@ -11320,7 +11345,7 @@ "ListingId": {} } }, - "Spd": { + "Spg": { "type": "list", "member": { "type": "structure", @@ -11340,7 +11365,7 @@ } } }, - "Spg": { + "Spj": { "type": "list", "member": { "type": "structure", @@ -11355,7 +11380,7 @@ } } }, - "Spl": { + "Spo": { "type": "list", "member": { "type": "structure", @@ -11370,7 +11395,7 @@ } } }, - "Spx": { + "Sq0": { "type": "structure", "required": [ "SourceArn" @@ -11380,7 +11405,7 @@ "SourceType": {} } }, - "Sq1": { + "Sq4": { "type": "structure", "required": [ "SourceArn" @@ -11390,7 +11415,7 @@ "SourceType": {} } }, - "Sq3": { + "Sq6": { "type": "list", "member": { "type": "structure", @@ -11421,7 +11446,7 @@ } } }, - "Sqd": { + "Sqg": { "type": "structure", "required": [ "WorkforceName", @@ -11434,11 +11459,11 @@ "type": "timestamp" }, "SourceIpConfig": { - "shape": "Shl" + "shape": "Sho" }, "SubDomain": {}, "CognitoConfig": { - "shape": "Shf" + "shape": "Shi" }, "OidcConfig": { "type": "structure", @@ -11457,7 +11482,7 @@ } } }, - "Sqh": { + "Sqk": { "type": "structure", "required": [ "WorkteamName", @@ -11468,7 +11493,7 @@ "members": { "WorkteamName": {}, "MemberDefinitions": { - "shape": "Sht" + "shape": "Shw" }, "WorkteamArn": {}, "WorkforceArn": {}, @@ -11485,11 +11510,11 @@ "type": "timestamp" }, "NotificationConfiguration": { - "shape": "Si1" + "shape": "Si4" } } }, - "St7": { + "Sta": { "type": "list", "member": { "type": "structure", @@ -11509,7 +11534,7 @@ } } }, - "Sxl": { + "Sxo": { "type": "list", "member": { "type": "structure", @@ -11523,7 +11548,7 @@ } } }, - "Szb": { + "Sze": { "type": "list", "member": { "type": "structure", @@ -11537,11 +11562,11 @@ } } }, - "Szk": { + "Szn": { "type": "structure", "members": { "Filters": { - "shape": "Szl" + "shape": "Szo" }, "NestedFilters": { "type": "list", @@ -11554,7 +11579,7 @@ "members": { "NestedPropertyName": {}, "Filters": { - "shape": "Szl" + "shape": "Szo" } } } @@ -11562,13 +11587,13 @@ "SubExpressions": { "type": "list", "member": { - "shape": "Szk" + "shape": "Szn" } }, "Operator": {} } }, - "Szl": { + "Szo": { "type": "list", "member": { "type": "structure", @@ -11582,7 +11607,7 @@ } } }, - "Szx": { + "S100": { "type": "structure", "members": { "TrainingJobName": {}, @@ -11591,7 +11616,7 @@ "LabelingJobArn": {}, "AutoMLJobArn": {}, "ModelArtifacts": { - "shape": "Sl3" + "shape": "Sl6" }, "TrainingJobStatus": {}, "SecondaryStatus": {}, @@ -11600,7 +11625,7 @@ "shape": "S2a" }, "AlgorithmSpecification": { - "shape": "Sfx" + "shape": "Sg0" }, "RoleArn": {}, "InputDataConfig": { @@ -11631,10 +11656,10 @@ "type": "timestamp" }, "SecondaryStatusTransitions": { - "shape": "Spd" + "shape": "Spg" }, "FinalMetricDataList": { - "shape": "Spg" + "shape": "Spj" }, "EnableNetworkIsolation": { "type": "boolean" @@ -11646,7 +11671,7 @@ "type": "boolean" }, "CheckpointConfig": { - "shape": "Sae" + "shape": "Saf" }, "TrainingTimeInSeconds": { "type": "integer" @@ -11655,30 +11680,30 @@ "type": "integer" }, "DebugHookConfig": { - "shape": "Sfy" + "shape": "Sg1" }, "ExperimentConfig": { - "shape": "Sfh" + "shape": "Sfk" }, "DebugRuleConfigurations": { - "shape": "Sg6" + "shape": "Sg9" }, "TensorBoardOutputConfig": { - "shape": "Sgb" + "shape": "Sge" }, "DebugRuleEvaluationStatuses": { - "shape": "Spl" + "shape": "Spo" }, "Tags": { "shape": "S7" } } }, - "S10x": { + "S110": { "type": "list", "member": {} }, - "S12e": { + "S12h": { "type": "list", "member": {} } diff --git a/apis/sagemaker-2017-07-24.normal.json b/apis/sagemaker-2017-07-24.normal.json index 6744914929..a597dd3288 100644 --- a/apis/sagemaker-2017-07-24.normal.json +++ b/apis/sagemaker-2017-07-24.normal.json @@ -7452,6 +7452,10 @@ "shape": "ContainerDefinitionList", "documentation": "Specifies the containers in the inference pipeline.
" }, + "InferenceExecutionConfig": { + "shape": "InferenceExecutionConfig", + "documentation": "Specifies details of how containers in a multi-container endpoint are called.
" + }, "ExecutionRoleArn": { "shape": "RoleArn", "documentation": "The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. Deploying on ML compute instances is part of model hosting. For more information, see Amazon SageMaker Roles.
To be able to pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole
permission.
The containers in the inference pipeline.
" }, + "InferenceExecutionConfig": { + "shape": "InferenceExecutionConfig", + "documentation": "Specifies details of how containers in a multi-container endpoint are called.
" + }, "ExecutionRoleArn": { "shape": "RoleArn", "documentation": "The Amazon Resource Name (ARN) of the IAM role that you specified for the model.
" @@ -14283,11 +14291,11 @@ }, "TaskTimeLimitInSeconds": { "shape": "TaskTimeLimitInSeconds", - "documentation": "The amount of time that a worker has to complete a task.
If you create a custom labeling job, the maximum value for this parameter is 8 hours (28,800 seconds).
If you create a labeling job using a built-in task type the maximum for this parameter depends on the task type you use:
For image and text labeling jobs, the maximum is 8 hours (28,800 seconds).
For 3D point cloud and video frame labeling jobs, the maximum is 7 days (604,800 seconds).
The amount of time that a worker has to complete a task.
If you create a custom labeling job, the maximum value for this parameter is 8 hours (28,800 seconds).
If you create a labeling job using a built-in task type the maximum for this parameter depends on the task type you use:
For image and text labeling jobs, the maximum is 8 hours (28,800 seconds).
For 3D point cloud and video frame labeling jobs, the maximum is 7 days (604,800 seconds). If you want to change these limits, contact AWS Support.
The length of time that a task remains available for labeling by human workers. The default and maximum values for this parameter depend on the type of workforce you use.
If you choose the Amazon Mechanical Turk workforce, the maximum is 12 hours (43,200 seconds). The default is 6 hours (21,600 seconds).
If you choose a private or vendor workforce, the default value is 10 days (864,000 seconds). For most users, the maximum is also 10 days.
The length of time that a task remains available for labeling by human workers. The default and maximum values for this parameter depend on the type of workforce you use.
If you choose the Amazon Mechanical Turk workforce, the maximum is 12 hours (43,200 seconds). The default is 6 hours (21,600 seconds).
If you choose a private or vendor workforce, the default value is 10 days (864,000 seconds). For most users, the maximum is also 10 days. If you want to change this limit, contact AWS Support.
How containers in a multi-container are run. The following values are valid.
SERIAL
- Containers run as a serial pipeline.
DIRECT
- Only the individual container that you specify is run.
Specifies details about how containers in a multi-container are run.
" + }, + "InferenceExecutionMode": { + "type": "string", + "enum": [ + "Serial", + "Direct" + ] + }, "InferenceSpecification": { "type": "structure", "required": [ @@ -20599,7 +20627,7 @@ "members": { "KmsKeyId": { "shape": "KmsKeyId", - "documentation": "The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption. The KmsKeyId
can be any of the following formats:
// KMS Key ID
\"1234abcd-12ab-34cd-56ef-1234567890ab\"
// Amazon Resource Name (ARN) of a KMS Key
\"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab\"
// KMS Key Alias
\"alias/ExampleAlias\"
// Amazon Resource Name (ARN) of a KMS Key Alias
\"arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias\"
If you use a KMS key ID or an alias of your master key, the Amazon SageMaker execution role must include permissions to call kms:Encrypt
. If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. Amazon SageMaker uses server-side encryption with KMS-managed keys for OutputDataConfig
. If you use a bucket policy with an s3:PutObject
permission that only allows objects with server-side encryption, set the condition key of s3:x-amz-server-side-encryption
to \"aws:kms\"
. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide.
The KMS key policy must grant permission to the IAM role that you specify in your CreateTrainingJob
, CreateTransformJob
, or CreateHyperParameterTuningJob
requests. For more information, see Using Key Policies in AWS KMS in the AWS Key Management Service Developer Guide.
The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption. The KmsKeyId
can be any of the following formats:
// KMS Key ID
\"1234abcd-12ab-34cd-56ef-1234567890ab\"
// Amazon Resource Name (ARN) of a KMS Key
\"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab\"
// KMS Key Alias
\"alias/ExampleAlias\"
// Amazon Resource Name (ARN) of a KMS Key Alias
\"arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias\"
If you use a KMS key ID or an alias of your master key, the Amazon SageMaker execution role must include permissions to call kms:Encrypt
. If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. Amazon SageMaker uses server-side encryption with KMS-managed keys for OutputDataConfig
. If you use a bucket policy with an s3:PutObject
permission that only allows objects with server-side encryption, set the condition key of s3:x-amz-server-side-encryption
to \"aws:kms\"
. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide.
The KMS key policy must grant permission to the IAM role that you specify in your CreateTrainingJob
, CreateTransformJob
, or CreateHyperParameterTuningJob
requests. For more information, see Using Key Policies in AWS KMS in the AWS Key Management Service Developer Guide.
The size of the Elastic Inference (EI) instance to use for the production variant. EI instances provide on-demand GPU computing for inference. For more information, see Using Elastic Inference in Amazon SageMaker.
" + }, + "CoreDumpConfig": { + "shape": "ProductionVariantCoreDumpConfig", + "documentation": "Specifies configuration for a core dump from the model container when the process crashes.
" } }, "documentation": "Identifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying variant weights.
" @@ -21626,6 +21658,23 @@ "ml.eia2.xlarge" ] }, + "ProductionVariantCoreDumpConfig": { + "type": "structure", + "required": [ + "DestinationS3Uri" + ], + "members": { + "DestinationS3Uri": { + "shape": "DestinationS3Uri", + "documentation": "The Amazon S3 bucket to send the core dump to.
" + }, + "KmsKeyId": { + "shape": "KmsKeyId", + "documentation": "The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt the core dump data at rest using Amazon S3 server-side encryption. The KmsKeyId
can be any of the following formats:
// KMS Key ID
\"1234abcd-12ab-34cd-56ef-1234567890ab\"
// Amazon Resource Name (ARN) of a KMS Key
\"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab\"
// KMS Key Alias
\"alias/ExampleAlias\"
// Amazon Resource Name (ARN) of a KMS Key Alias
\"arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias\"
If you use a KMS key ID or an alias of your master key, the Amazon SageMaker execution role must include permissions to call kms:Encrypt
. If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. Amazon SageMaker uses server-side encryption with KMS-managed keys for OutputDataConfig
. If you use a bucket policy with an s3:PutObject
permission that only allows objects with server-side encryption, set the condition key of s3:x-amz-server-side-encryption
to \"aws:kms\"
. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide.
The KMS key policy must grant permission to the IAM role that you specify in your CreateEndpoint
and UpdateEndpoint
requests. For more information, see Using Key Policies in AWS KMS in the AWS Key Management Service Developer Guide.
Specifies configuration for a core dump from the model container when the process crashes.
" + }, "ProductionVariantInstanceType": { "type": "string", "enum": [ diff --git a/clients/sagemaker.d.ts b/clients/sagemaker.d.ts index a778ec9fda..50b5b682c8 100644 --- a/clients/sagemaker.d.ts +++ b/clients/sagemaker.d.ts @@ -3807,6 +3807,10 @@ declare namespace SageMaker { * Specifies the containers in the inference pipeline. */ Containers?: ContainerDefinitionList; + /** + * Specifies details of how containers in a multi-container endpoint are called. + */ + InferenceExecutionConfig?: InferenceExecutionConfig; /** * The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. Deploying on ML compute instances is part of model hosting. For more information, see Amazon SageMaker Roles. To be able to pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission. */ @@ -6420,6 +6424,10 @@ declare namespace SageMaker { * The containers in the inference pipeline. */ Containers?: ContainerDefinitionList; + /** + * Specifies details of how containers in a multi-container endpoint are called. + */ + InferenceExecutionConfig?: InferenceExecutionConfig; /** * The Amazon Resource Name (ARN) of the IAM role that you specified for the model. */ @@ -8344,11 +8352,11 @@ declare namespace SageMaker { */ NumberOfHumanWorkersPerDataObject: NumberOfHumanWorkersPerDataObject; /** - * The amount of time that a worker has to complete a task. If you create a custom labeling job, the maximum value for this parameter is 8 hours (28,800 seconds). If you create a labeling job using a built-in task type the maximum for this parameter depends on the task type you use: For image and text labeling jobs, the maximum is 8 hours (28,800 seconds). For 3D point cloud and video frame labeling jobs, the maximum is 7 days (604,800 seconds). + * The amount of time that a worker has to complete a task. If you create a custom labeling job, the maximum value for this parameter is 8 hours (28,800 seconds). If you create a labeling job using a built-in task type the maximum for this parameter depends on the task type you use: For image and text labeling jobs, the maximum is 8 hours (28,800 seconds). For 3D point cloud and video frame labeling jobs, the maximum is 7 days (604,800 seconds). If you want to change these limits, contact AWS Support. */ TaskTimeLimitInSeconds: TaskTimeLimitInSeconds; /** - * The length of time that a task remains available for labeling by human workers. The default and maximum values for this parameter depend on the type of workforce you use. If you choose the Amazon Mechanical Turk workforce, the maximum is 12 hours (43,200 seconds). The default is 6 hours (21,600 seconds). If you choose a private or vendor workforce, the default value is 10 days (864,000 seconds). For most users, the maximum is also 10 days. + * The length of time that a task remains available for labeling by human workers. The default and maximum values for this parameter depend on the type of workforce you use. If you choose the Amazon Mechanical Turk workforce, the maximum is 12 hours (43,200 seconds). The default is 6 hours (21,600 seconds). If you choose a private or vendor workforce, the default value is 10 days (864,000 seconds). For most users, the maximum is also 10 days. If you want to change this limit, contact AWS Support. */ TaskAvailabilityLifetimeInSeconds?: TaskAvailabilityLifetimeInSeconds; /** @@ -8730,6 +8738,13 @@ declare namespace SageMaker { export type ImageVersionStatus = "CREATING"|"CREATED"|"CREATE_FAILED"|"DELETING"|"DELETE_FAILED"|string; export type ImageVersions = ImageVersion[]; export type Images = Image[]; + export interface InferenceExecutionConfig { + /** + * How containers in a multi-container are run. The following values are valid. SERIAL - Containers run as a serial pipeline. DIRECT - Only the individual container that you specify is run. + */ + Mode: InferenceExecutionMode; + } + export type InferenceExecutionMode = "Serial"|"Direct"|string; export interface InferenceSpecification { /** * The Amazon ECR registry path of the Docker image that contains the inference code. @@ -13060,8 +13075,22 @@ declare namespace SageMaker { * The size of the Elastic Inference (EI) instance to use for the production variant. EI instances provide on-demand GPU computing for inference. For more information, see Using Elastic Inference in Amazon SageMaker. */ AcceleratorType?: ProductionVariantAcceleratorType; + /** + * Specifies configuration for a core dump from the model container when the process crashes. + */ + CoreDumpConfig?: ProductionVariantCoreDumpConfig; } export type ProductionVariantAcceleratorType = "ml.eia1.medium"|"ml.eia1.large"|"ml.eia1.xlarge"|"ml.eia2.medium"|"ml.eia2.large"|"ml.eia2.xlarge"|string; + export interface ProductionVariantCoreDumpConfig { + /** + * The Amazon S3 bucket to send the core dump to. + */ + DestinationS3Uri: DestinationS3Uri; + /** + * The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt the core dump data at rest using Amazon S3 server-side encryption. The KmsKeyId can be any of the following formats: // KMS Key ID "1234abcd-12ab-34cd-56ef-1234567890ab" // Amazon Resource Name (ARN) of a KMS Key "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab" // KMS Key Alias "alias/ExampleAlias" // Amazon Resource Name (ARN) of a KMS Key Alias "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias" If you use a KMS key ID or an alias of your master key, the Amazon SageMaker execution role must include permissions to call kms:Encrypt. If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. Amazon SageMaker uses server-side encryption with KMS-managed keys for OutputDataConfig. If you use a bucket policy with an s3:PutObject permission that only allows objects with server-side encryption, set the condition key of s3:x-amz-server-side-encryption to "aws:kms". For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide. The KMS key policy must grant permission to the IAM role that you specify in your CreateEndpoint and UpdateEndpoint requests. For more information, see Using Key Policies in AWS KMS in the AWS Key Management Service Developer Guide. + */ + KmsKeyId?: KmsKeyId; + } export type ProductionVariantInstanceType = "ml.t2.medium"|"ml.t2.large"|"ml.t2.xlarge"|"ml.t2.2xlarge"|"ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge"|"ml.m5d.large"|"ml.m5d.xlarge"|"ml.m5d.2xlarge"|"ml.m5d.4xlarge"|"ml.m5d.12xlarge"|"ml.m5d.24xlarge"|"ml.c4.large"|"ml.c4.xlarge"|"ml.c4.2xlarge"|"ml.c4.4xlarge"|"ml.c4.8xlarge"|"ml.p2.xlarge"|"ml.p2.8xlarge"|"ml.p2.16xlarge"|"ml.p3.2xlarge"|"ml.p3.8xlarge"|"ml.p3.16xlarge"|"ml.c5.large"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.c5d.large"|"ml.c5d.xlarge"|"ml.c5d.2xlarge"|"ml.c5d.4xlarge"|"ml.c5d.9xlarge"|"ml.c5d.18xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.r5.large"|"ml.r5.xlarge"|"ml.r5.2xlarge"|"ml.r5.4xlarge"|"ml.r5.12xlarge"|"ml.r5.24xlarge"|"ml.r5d.large"|"ml.r5d.xlarge"|"ml.r5d.2xlarge"|"ml.r5d.4xlarge"|"ml.r5d.12xlarge"|"ml.r5d.24xlarge"|"ml.inf1.xlarge"|"ml.inf1.2xlarge"|"ml.inf1.6xlarge"|"ml.inf1.24xlarge"|string; export type ProductionVariantList = ProductionVariant[]; export interface ProductionVariantSummary { diff --git a/clients/sagemakerruntime.d.ts b/clients/sagemakerruntime.d.ts index 73bb06f89f..0335f33c2c 100644 --- a/clients/sagemakerruntime.d.ts +++ b/clients/sagemakerruntime.d.ts @@ -55,6 +55,10 @@ declare namespace SageMakerRuntime { * Specify the production variant to send the inference request to when invoking an endpoint that is running two or more variants. Note that this parameter overrides the default behavior for the endpoint, which is to distribute the invocation traffic based on the variant weights. For information about how to use variant targeting to perform a/b testing, see Test models in production */ TargetVariant?: TargetVariantHeader; + /** + * If the endpoint hosts multiple containers and is configured to use direct invocation, this parameter specifies the host name of the container to invoke. + */ + TargetContainerHostname?: TargetContainerHostnameHeader; /** * If you provide a value, it is added to the captured data when you enable data capture on the endpoint. For information about data capture, see Capture Data. */ @@ -78,6 +82,7 @@ declare namespace SageMakerRuntime { */ CustomAttributes?: CustomAttributesHeader; } + export type TargetContainerHostnameHeader = string; export type TargetModelHeader = string; export type TargetVariantHeader = string; /** diff --git a/dist/aws-sdk-core-react-native.js b/dist/aws-sdk-core-react-native.js index 5a3ec1dbd5..7b81994f9c 100644 --- a/dist/aws-sdk-core-react-native.js +++ b/dist/aws-sdk-core-react-native.js @@ -83,7 +83,7 @@ return /******/ (function(modules) { // webpackBootstrap /** * @constant */ - VERSION: '2.848.0', + VERSION: '2.849.0', /** * @api private diff --git a/dist/aws-sdk-react-native.js b/dist/aws-sdk-react-native.js index 806dc0a32f..fb0fac6f33 100644 --- a/dist/aws-sdk-react-native.js +++ b/dist/aws-sdk-react-native.js @@ -395,7 +395,7 @@ return /******/ (function(modules) { // webpackBootstrap /** * @constant */ - VERSION: '2.848.0', + VERSION: '2.849.0', /** * @api private @@ -48875,7 +48875,7 @@ return /******/ (function(modules) { // webpackBootstrap /* 566 */ /***/ (function(module, exports) { - module.exports = {"version":"2.0","metadata":{"apiVersion":"2017-05-13","endpointPrefix":"runtime.sagemaker","jsonVersion":"1.1","protocol":"rest-json","serviceFullName":"Amazon SageMaker Runtime","serviceId":"SageMaker Runtime","signatureVersion":"v4","signingName":"sagemaker","uid":"runtime.sagemaker-2017-05-13"},"operations":{"InvokeEndpoint":{"http":{"requestUri":"/endpoints/{EndpointName}/invocations"},"input":{"type":"structure","required":["EndpointName","Body"],"members":{"EndpointName":{"location":"uri","locationName":"EndpointName"},"Body":{"shape":"S3"},"ContentType":{"location":"header","locationName":"Content-Type"},"Accept":{"location":"header","locationName":"Accept"},"CustomAttributes":{"shape":"S5","location":"header","locationName":"X-Amzn-SageMaker-Custom-Attributes"},"TargetModel":{"location":"header","locationName":"X-Amzn-SageMaker-Target-Model"},"TargetVariant":{"location":"header","locationName":"X-Amzn-SageMaker-Target-Variant"},"InferenceId":{"location":"header","locationName":"X-Amzn-SageMaker-Inference-Id"}},"payload":"Body"},"output":{"type":"structure","required":["Body"],"members":{"Body":{"shape":"S3"},"ContentType":{"location":"header","locationName":"Content-Type"},"InvokedProductionVariant":{"location":"header","locationName":"x-Amzn-Invoked-Production-Variant"},"CustomAttributes":{"shape":"S5","location":"header","locationName":"X-Amzn-SageMaker-Custom-Attributes"}},"payload":"Body"}}},"shapes":{"S3":{"type":"blob","sensitive":true},"S5":{"type":"string","sensitive":true}}} + module.exports = {"version":"2.0","metadata":{"apiVersion":"2017-05-13","endpointPrefix":"runtime.sagemaker","jsonVersion":"1.1","protocol":"rest-json","serviceFullName":"Amazon SageMaker Runtime","serviceId":"SageMaker Runtime","signatureVersion":"v4","signingName":"sagemaker","uid":"runtime.sagemaker-2017-05-13"},"operations":{"InvokeEndpoint":{"http":{"requestUri":"/endpoints/{EndpointName}/invocations"},"input":{"type":"structure","required":["EndpointName","Body"],"members":{"EndpointName":{"location":"uri","locationName":"EndpointName"},"Body":{"shape":"S3"},"ContentType":{"location":"header","locationName":"Content-Type"},"Accept":{"location":"header","locationName":"Accept"},"CustomAttributes":{"shape":"S5","location":"header","locationName":"X-Amzn-SageMaker-Custom-Attributes"},"TargetModel":{"location":"header","locationName":"X-Amzn-SageMaker-Target-Model"},"TargetVariant":{"location":"header","locationName":"X-Amzn-SageMaker-Target-Variant"},"TargetContainerHostname":{"location":"header","locationName":"X-Amzn-SageMaker-Target-Container-Hostname"},"InferenceId":{"location":"header","locationName":"X-Amzn-SageMaker-Inference-Id"}},"payload":"Body"},"output":{"type":"structure","required":["Body"],"members":{"Body":{"shape":"S3"},"ContentType":{"location":"header","locationName":"Content-Type"},"InvokedProductionVariant":{"location":"header","locationName":"x-Amzn-Invoked-Production-Variant"},"CustomAttributes":{"shape":"S5","location":"header","locationName":"X-Amzn-SageMaker-Custom-Attributes"}},"payload":"Body"}}},"shapes":{"S3":{"type":"blob","sensitive":true},"S5":{"type":"string","sensitive":true}}} /***/ }), /* 567 */ @@ -48912,7 +48912,7 @@ return /******/ (function(modules) { // webpackBootstrap /* 569 */ /***/ (function(module, exports) { - module.exports = {"version":"2.0","metadata":{"apiVersion":"2017-07-24","endpointPrefix":"api.sagemaker","jsonVersion":"1.1","protocol":"json","serviceAbbreviation":"SageMaker","serviceFullName":"Amazon SageMaker Service","serviceId":"SageMaker","signatureVersion":"v4","signingName":"sagemaker","targetPrefix":"SageMaker","uid":"sagemaker-2017-07-24"},"operations":{"AddAssociation":{"input":{"type":"structure","required":["SourceArn","DestinationArn"],"members":{"SourceArn":{},"DestinationArn":{},"AssociationType":{}}},"output":{"type":"structure","members":{"SourceArn":{},"DestinationArn":{}}}},"AddTags":{"input":{"type":"structure","required":["ResourceArn","Tags"],"members":{"ResourceArn":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"Tags":{"shape":"S7"}}}},"AssociateTrialComponent":{"input":{"type":"structure","required":["TrialComponentName","TrialName"],"members":{"TrialComponentName":{},"TrialName":{}}},"output":{"type":"structure","members":{"TrialComponentArn":{},"TrialArn":{}}}},"CreateAction":{"input":{"type":"structure","required":["ActionName","Source","ActionType"],"members":{"ActionName":{},"Source":{"shape":"Si"},"ActionType":{},"Description":{},"Status":{},"Properties":{"shape":"Sn"},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ActionArn":{}}}},"CreateAlgorithm":{"input":{"type":"structure","required":["AlgorithmName","TrainingSpecification"],"members":{"AlgorithmName":{},"AlgorithmDescription":{},"TrainingSpecification":{"shape":"Sw"},"InferenceSpecification":{"shape":"S1t"},"ValidationSpecification":{"shape":"S25"},"CertifyForMarketplace":{"type":"boolean"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["AlgorithmArn"],"members":{"AlgorithmArn":{}}}},"CreateApp":{"input":{"type":"structure","required":["DomainId","UserProfileName","AppType","AppName"],"members":{"DomainId":{},"UserProfileName":{},"AppType":{},"AppName":{},"Tags":{"shape":"S7"},"ResourceSpec":{"shape":"S3p"}}},"output":{"type":"structure","members":{"AppArn":{}}}},"CreateAppImageConfig":{"input":{"type":"structure","required":["AppImageConfigName"],"members":{"AppImageConfigName":{},"Tags":{"shape":"S7"},"KernelGatewayImageConfig":{"shape":"S3x"}}},"output":{"type":"structure","members":{"AppImageConfigArn":{}}}},"CreateArtifact":{"input":{"type":"structure","required":["Source","ArtifactType"],"members":{"ArtifactName":{},"Source":{"shape":"S49"},"ArtifactType":{},"Properties":{"shape":"Sn"},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ArtifactArn":{}}}},"CreateAutoMLJob":{"input":{"type":"structure","required":["AutoMLJobName","InputDataConfig","OutputDataConfig","RoleArn"],"members":{"AutoMLJobName":{},"InputDataConfig":{"shape":"S4h"},"OutputDataConfig":{"shape":"S4n"},"ProblemType":{},"AutoMLJobObjective":{"shape":"S4p"},"AutoMLJobConfig":{"shape":"S4r"},"RoleArn":{},"GenerateCandidateDefinitionsOnly":{"type":"boolean"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["AutoMLJobArn"],"members":{"AutoMLJobArn":{}}}},"CreateCodeRepository":{"input":{"type":"structure","required":["CodeRepositoryName","GitConfig"],"members":{"CodeRepositoryName":{},"GitConfig":{"shape":"S56"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["CodeRepositoryArn"],"members":{"CodeRepositoryArn":{}}}},"CreateCompilationJob":{"input":{"type":"structure","required":["CompilationJobName","RoleArn","InputConfig","OutputConfig","StoppingCondition"],"members":{"CompilationJobName":{},"RoleArn":{},"InputConfig":{"shape":"S5d"},"OutputConfig":{"shape":"S5h"},"StoppingCondition":{"shape":"S2y"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["CompilationJobArn"],"members":{"CompilationJobArn":{}}}},"CreateContext":{"input":{"type":"structure","required":["ContextName","Source","ContextType"],"members":{"ContextName":{},"Source":{"shape":"S5r"},"ContextType":{},"Description":{},"Properties":{"shape":"Sn"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ContextArn":{}}}},"CreateDataQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName","DataQualityAppSpecification","DataQualityJobInput","DataQualityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionName":{},"DataQualityBaselineConfig":{"shape":"S5w"},"DataQualityAppSpecification":{"shape":"S60"},"DataQualityJobInput":{"shape":"S69"},"DataQualityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["JobDefinitionArn"],"members":{"JobDefinitionArn":{}}}},"CreateDeviceFleet":{"input":{"type":"structure","required":["DeviceFleetName","OutputConfig"],"members":{"DeviceFleetName":{},"RoleArn":{},"Description":{},"OutputConfig":{"shape":"S70"},"Tags":{"shape":"S7"}}}},"CreateDomain":{"input":{"type":"structure","required":["DomainName","AuthMode","DefaultUserSettings","SubnetIds","VpcId"],"members":{"DomainName":{},"AuthMode":{},"DefaultUserSettings":{"shape":"S74"},"SubnetIds":{"shape":"S50"},"VpcId":{},"Tags":{"shape":"S7"},"AppNetworkAccessType":{},"HomeEfsFileSystemKmsKeyId":{"deprecated":true,"deprecatedMessage":"This property is deprecated, use KmsKeyId instead."},"KmsKeyId":{}}},"output":{"type":"structure","members":{"DomainArn":{},"Url":{}}}},"CreateEdgePackagingJob":{"input":{"type":"structure","required":["EdgePackagingJobName","CompilationJobName","ModelName","ModelVersion","RoleArn","OutputConfig"],"members":{"EdgePackagingJobName":{},"CompilationJobName":{},"ModelName":{},"ModelVersion":{},"RoleArn":{},"OutputConfig":{"shape":"S70"},"ResourceKey":{},"Tags":{"shape":"S7"}}}},"CreateEndpoint":{"input":{"type":"structure","required":["EndpointName","EndpointConfigName"],"members":{"EndpointName":{},"EndpointConfigName":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["EndpointArn"],"members":{"EndpointArn":{}}}},"CreateEndpointConfig":{"input":{"type":"structure","required":["EndpointConfigName","ProductionVariants"],"members":{"EndpointConfigName":{},"ProductionVariants":{"shape":"S7r"},"DataCaptureConfig":{"shape":"S7y"},"Tags":{"shape":"S7"},"KmsKeyId":{}}},"output":{"type":"structure","required":["EndpointConfigArn"],"members":{"EndpointConfigArn":{}}}},"CreateExperiment":{"input":{"type":"structure","required":["ExperimentName"],"members":{"ExperimentName":{},"DisplayName":{},"Description":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ExperimentArn":{}}}},"CreateFeatureGroup":{"input":{"type":"structure","required":["FeatureGroupName","RecordIdentifierFeatureName","EventTimeFeatureName","FeatureDefinitions"],"members":{"FeatureGroupName":{},"RecordIdentifierFeatureName":{},"EventTimeFeatureName":{},"FeatureDefinitions":{"shape":"S8i"},"OnlineStoreConfig":{"shape":"S8l"},"OfflineStoreConfig":{"shape":"S8n"},"RoleArn":{},"Description":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["FeatureGroupArn"],"members":{"FeatureGroupArn":{}}}},"CreateFlowDefinition":{"input":{"type":"structure","required":["FlowDefinitionName","HumanLoopConfig","OutputConfig","RoleArn"],"members":{"FlowDefinitionName":{},"HumanLoopRequestSource":{"shape":"S8y"},"HumanLoopActivationConfig":{"shape":"S90"},"HumanLoopConfig":{"shape":"S93"},"OutputConfig":{"shape":"S9i"},"RoleArn":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["FlowDefinitionArn"],"members":{"FlowDefinitionArn":{}}}},"CreateHumanTaskUi":{"input":{"type":"structure","required":["HumanTaskUiName","UiTemplate"],"members":{"HumanTaskUiName":{},"UiTemplate":{"shape":"S9n"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["HumanTaskUiArn"],"members":{"HumanTaskUiArn":{}}}},"CreateHyperParameterTuningJob":{"input":{"type":"structure","required":["HyperParameterTuningJobName","HyperParameterTuningJobConfig"],"members":{"HyperParameterTuningJobName":{},"HyperParameterTuningJobConfig":{"shape":"S9s"},"TrainingJobDefinition":{"shape":"Sa9"},"TrainingJobDefinitions":{"shape":"Saf"},"WarmStartConfig":{"shape":"Sag"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["HyperParameterTuningJobArn"],"members":{"HyperParameterTuningJobArn":{}}}},"CreateImage":{"input":{"type":"structure","required":["ImageName","RoleArn"],"members":{"Description":{},"DisplayName":{},"ImageName":{},"RoleArn":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ImageArn":{}}}},"CreateImageVersion":{"input":{"type":"structure","required":["BaseImage","ClientToken","ImageName"],"members":{"BaseImage":{},"ClientToken":{"idempotencyToken":true},"ImageName":{}}},"output":{"type":"structure","members":{"ImageVersionArn":{}}}},"CreateLabelingJob":{"input":{"type":"structure","required":["LabelingJobName","LabelAttributeName","InputConfig","OutputConfig","RoleArn","HumanTaskConfig"],"members":{"LabelingJobName":{},"LabelAttributeName":{},"InputConfig":{"shape":"Sax"},"OutputConfig":{"shape":"Sb5"},"RoleArn":{},"LabelCategoryConfigS3Uri":{},"StoppingConditions":{"shape":"Sb6"},"LabelingJobAlgorithmsConfig":{"shape":"Sb9"},"HumanTaskConfig":{"shape":"Sbd"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["LabelingJobArn"],"members":{"LabelingJobArn":{}}}},"CreateModel":{"input":{"type":"structure","required":["ModelName","ExecutionRoleArn"],"members":{"ModelName":{},"PrimaryContainer":{"shape":"Sbs"},"Containers":{"shape":"Sc2"},"ExecutionRoleArn":{},"Tags":{"shape":"S7"},"VpcConfig":{"shape":"S4x"},"EnableNetworkIsolation":{"type":"boolean"}}},"output":{"type":"structure","required":["ModelArn"],"members":{"ModelArn":{}}}},"CreateModelBiasJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName","ModelBiasAppSpecification","ModelBiasJobInput","ModelBiasJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionName":{},"ModelBiasBaselineConfig":{"shape":"Sc5"},"ModelBiasAppSpecification":{"shape":"Sc6"},"ModelBiasJobInput":{"shape":"Sc7"},"ModelBiasJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["JobDefinitionArn"],"members":{"JobDefinitionArn":{}}}},"CreateModelExplainabilityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName","ModelExplainabilityAppSpecification","ModelExplainabilityJobInput","ModelExplainabilityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionName":{},"ModelExplainabilityBaselineConfig":{"shape":"Scb"},"ModelExplainabilityAppSpecification":{"shape":"Scc"},"ModelExplainabilityJobInput":{"shape":"Scd"},"ModelExplainabilityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["JobDefinitionArn"],"members":{"JobDefinitionArn":{}}}},"CreateModelPackage":{"input":{"type":"structure","members":{"ModelPackageName":{},"ModelPackageGroupName":{},"ModelPackageDescription":{},"InferenceSpecification":{"shape":"S1t"},"ValidationSpecification":{"shape":"Scg"},"SourceAlgorithmSpecification":{"shape":"Scj"},"CertifyForMarketplace":{"type":"boolean"},"Tags":{"shape":"S7"},"ModelApprovalStatus":{},"MetadataProperties":{"shape":"Sp"},"ModelMetrics":{"shape":"Scn"},"ClientToken":{"idempotencyToken":true}}},"output":{"type":"structure","required":["ModelPackageArn"],"members":{"ModelPackageArn":{}}}},"CreateModelPackageGroup":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{},"ModelPackageGroupDescription":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["ModelPackageGroupArn"],"members":{"ModelPackageGroupArn":{}}}},"CreateModelQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName","ModelQualityAppSpecification","ModelQualityJobInput","ModelQualityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionName":{},"ModelQualityBaselineConfig":{"shape":"Sd0"},"ModelQualityAppSpecification":{"shape":"Sd1"},"ModelQualityJobInput":{"shape":"Sd3"},"ModelQualityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["JobDefinitionArn"],"members":{"JobDefinitionArn":{}}}},"CreateMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName","MonitoringScheduleConfig"],"members":{"MonitoringScheduleName":{},"MonitoringScheduleConfig":{"shape":"Sd7"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["MonitoringScheduleArn"],"members":{"MonitoringScheduleArn":{}}}},"CreateNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName","InstanceType","RoleArn"],"members":{"NotebookInstanceName":{},"InstanceType":{},"SubnetId":{},"SecurityGroupIds":{"shape":"S75"},"RoleArn":{},"KmsKeyId":{},"Tags":{"shape":"S7"},"LifecycleConfigName":{},"DirectInternetAccess":{},"VolumeSizeInGB":{"type":"integer"},"AcceleratorTypes":{"shape":"Sdp"},"DefaultCodeRepository":{},"AdditionalCodeRepositories":{"shape":"Sds"},"RootAccess":{}}},"output":{"type":"structure","members":{"NotebookInstanceArn":{}}}},"CreateNotebookInstanceLifecycleConfig":{"input":{"type":"structure","required":["NotebookInstanceLifecycleConfigName"],"members":{"NotebookInstanceLifecycleConfigName":{},"OnCreate":{"shape":"Sdx"},"OnStart":{"shape":"Sdx"}}},"output":{"type":"structure","members":{"NotebookInstanceLifecycleConfigArn":{}}}},"CreatePipeline":{"input":{"type":"structure","required":["PipelineName","PipelineDefinition","ClientRequestToken","RoleArn"],"members":{"PipelineName":{},"PipelineDisplayName":{},"PipelineDefinition":{},"PipelineDescription":{},"ClientRequestToken":{"idempotencyToken":true},"RoleArn":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"PipelineArn":{}}}},"CreatePresignedDomainUrl":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{},"SessionExpirationDurationInSeconds":{"type":"integer"},"ExpiresInSeconds":{"type":"integer"}}},"output":{"type":"structure","members":{"AuthorizedUrl":{}}}},"CreatePresignedNotebookInstanceUrl":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{},"SessionExpirationDurationInSeconds":{"type":"integer"}}},"output":{"type":"structure","members":{"AuthorizedUrl":{}}}},"CreateProcessingJob":{"input":{"type":"structure","required":["ProcessingJobName","ProcessingResources","AppSpecification","RoleArn"],"members":{"ProcessingInputs":{"shape":"Sei"},"ProcessingOutputConfig":{"shape":"Sf5"},"ProcessingJobName":{},"ProcessingResources":{"shape":"Sfa"},"StoppingCondition":{"shape":"Sfc"},"AppSpecification":{"shape":"Sfe"},"Environment":{"shape":"Sfg"},"NetworkConfig":{"shape":"Sdf"},"RoleArn":{},"Tags":{"shape":"S7"},"ExperimentConfig":{"shape":"Sfh"}}},"output":{"type":"structure","required":["ProcessingJobArn"],"members":{"ProcessingJobArn":{}}}},"CreateProject":{"input":{"type":"structure","required":["ProjectName","ServiceCatalogProvisioningDetails"],"members":{"ProjectName":{},"ProjectDescription":{},"ServiceCatalogProvisioningDetails":{"shape":"Sfm"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["ProjectArn","ProjectId"],"members":{"ProjectArn":{},"ProjectId":{}}}},"CreateTrainingJob":{"input":{"type":"structure","required":["TrainingJobName","AlgorithmSpecification","RoleArn","OutputDataConfig","ResourceConfig","StoppingCondition"],"members":{"TrainingJobName":{},"HyperParameters":{"shape":"S2a"},"AlgorithmSpecification":{"shape":"Sfx"},"RoleArn":{},"InputDataConfig":{"shape":"S2c"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"VpcConfig":{"shape":"S4x"},"StoppingCondition":{"shape":"S2y"},"Tags":{"shape":"S7"},"EnableNetworkIsolation":{"type":"boolean"},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableManagedSpotTraining":{"type":"boolean"},"CheckpointConfig":{"shape":"Sae"},"DebugHookConfig":{"shape":"Sfy"},"DebugRuleConfigurations":{"shape":"Sg6"},"TensorBoardOutputConfig":{"shape":"Sgb"},"ExperimentConfig":{"shape":"Sfh"},"ProfilerConfig":{"shape":"Sgc"},"ProfilerRuleConfigurations":{"shape":"Sgf"}}},"output":{"type":"structure","required":["TrainingJobArn"],"members":{"TrainingJobArn":{}}}},"CreateTransformJob":{"input":{"type":"structure","required":["TransformJobName","ModelName","TransformInput","TransformOutput","TransformResources"],"members":{"TransformJobName":{},"ModelName":{},"MaxConcurrentTransforms":{"type":"integer"},"ModelClientConfig":{"shape":"Sgl"},"MaxPayloadInMB":{"type":"integer"},"BatchStrategy":{},"Environment":{"shape":"S35"},"TransformInput":{"shape":"S38"},"TransformOutput":{"shape":"S3c"},"TransformResources":{"shape":"S3f"},"DataProcessing":{"shape":"Sgo"},"Tags":{"shape":"S7"},"ExperimentConfig":{"shape":"Sfh"}}},"output":{"type":"structure","required":["TransformJobArn"],"members":{"TransformJobArn":{}}}},"CreateTrial":{"input":{"type":"structure","required":["TrialName","ExperimentName"],"members":{"TrialName":{},"DisplayName":{},"ExperimentName":{},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"TrialArn":{}}}},"CreateTrialComponent":{"input":{"type":"structure","required":["TrialComponentName"],"members":{"TrialComponentName":{},"DisplayName":{},"Status":{"shape":"Sgw"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"Parameters":{"shape":"Sh0"},"InputArtifacts":{"shape":"Sh4"},"OutputArtifacts":{"shape":"Sh4"},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"TrialComponentArn":{}}}},"CreateUserProfile":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{},"SingleSignOnUserIdentifier":{},"SingleSignOnUserValue":{},"Tags":{"shape":"S7"},"UserSettings":{"shape":"S74"}}},"output":{"type":"structure","members":{"UserProfileArn":{}}}},"CreateWorkforce":{"input":{"type":"structure","required":["WorkforceName"],"members":{"CognitoConfig":{"shape":"Shf"},"OidcConfig":{"shape":"Shi"},"SourceIpConfig":{"shape":"Shl"},"WorkforceName":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["WorkforceArn"],"members":{"WorkforceArn":{}}}},"CreateWorkteam":{"input":{"type":"structure","required":["WorkteamName","MemberDefinitions","Description"],"members":{"WorkteamName":{},"WorkforceName":{},"MemberDefinitions":{"shape":"Sht"},"Description":{},"NotificationConfiguration":{"shape":"Si1"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"WorkteamArn":{}}}},"DeleteAction":{"input":{"type":"structure","required":["ActionName"],"members":{"ActionName":{}}},"output":{"type":"structure","members":{"ActionArn":{}}}},"DeleteAlgorithm":{"input":{"type":"structure","required":["AlgorithmName"],"members":{"AlgorithmName":{}}}},"DeleteApp":{"input":{"type":"structure","required":["DomainId","UserProfileName","AppType","AppName"],"members":{"DomainId":{},"UserProfileName":{},"AppType":{},"AppName":{}}}},"DeleteAppImageConfig":{"input":{"type":"structure","required":["AppImageConfigName"],"members":{"AppImageConfigName":{}}}},"DeleteArtifact":{"input":{"type":"structure","members":{"ArtifactArn":{},"Source":{"shape":"S49"}}},"output":{"type":"structure","members":{"ArtifactArn":{}}}},"DeleteAssociation":{"input":{"type":"structure","required":["SourceArn","DestinationArn"],"members":{"SourceArn":{},"DestinationArn":{}}},"output":{"type":"structure","members":{"SourceArn":{},"DestinationArn":{}}}},"DeleteCodeRepository":{"input":{"type":"structure","required":["CodeRepositoryName"],"members":{"CodeRepositoryName":{}}}},"DeleteContext":{"input":{"type":"structure","required":["ContextName"],"members":{"ContextName":{}}},"output":{"type":"structure","members":{"ContextArn":{}}}},"DeleteDataQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}}},"DeleteDeviceFleet":{"input":{"type":"structure","required":["DeviceFleetName"],"members":{"DeviceFleetName":{}}}},"DeleteDomain":{"input":{"type":"structure","required":["DomainId"],"members":{"DomainId":{},"RetentionPolicy":{"type":"structure","members":{"HomeEfsFileSystem":{}}}}}},"DeleteEndpoint":{"input":{"type":"structure","required":["EndpointName"],"members":{"EndpointName":{}}}},"DeleteEndpointConfig":{"input":{"type":"structure","required":["EndpointConfigName"],"members":{"EndpointConfigName":{}}}},"DeleteExperiment":{"input":{"type":"structure","required":["ExperimentName"],"members":{"ExperimentName":{}}},"output":{"type":"structure","members":{"ExperimentArn":{}}}},"DeleteFeatureGroup":{"input":{"type":"structure","required":["FeatureGroupName"],"members":{"FeatureGroupName":{}}}},"DeleteFlowDefinition":{"input":{"type":"structure","required":["FlowDefinitionName"],"members":{"FlowDefinitionName":{}}},"output":{"type":"structure","members":{}}},"DeleteHumanTaskUi":{"input":{"type":"structure","required":["HumanTaskUiName"],"members":{"HumanTaskUiName":{}}},"output":{"type":"structure","members":{}}},"DeleteImage":{"input":{"type":"structure","required":["ImageName"],"members":{"ImageName":{}}},"output":{"type":"structure","members":{}}},"DeleteImageVersion":{"input":{"type":"structure","required":["ImageName","Version"],"members":{"ImageName":{},"Version":{"type":"integer"}}},"output":{"type":"structure","members":{}}},"DeleteModel":{"input":{"type":"structure","required":["ModelName"],"members":{"ModelName":{}}}},"DeleteModelBiasJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}}},"DeleteModelExplainabilityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}}},"DeleteModelPackage":{"input":{"type":"structure","required":["ModelPackageName"],"members":{"ModelPackageName":{}}}},"DeleteModelPackageGroup":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{}}}},"DeleteModelPackageGroupPolicy":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{}}}},"DeleteModelQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}}},"DeleteMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName"],"members":{"MonitoringScheduleName":{}}}},"DeleteNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{}}}},"DeleteNotebookInstanceLifecycleConfig":{"input":{"type":"structure","required":["NotebookInstanceLifecycleConfigName"],"members":{"NotebookInstanceLifecycleConfigName":{}}}},"DeletePipeline":{"input":{"type":"structure","required":["PipelineName","ClientRequestToken"],"members":{"PipelineName":{},"ClientRequestToken":{"idempotencyToken":true}}},"output":{"type":"structure","members":{"PipelineArn":{}}}},"DeleteProject":{"input":{"type":"structure","required":["ProjectName"],"members":{"ProjectName":{}}}},"DeleteTags":{"input":{"type":"structure","required":["ResourceArn","TagKeys"],"members":{"ResourceArn":{},"TagKeys":{"type":"list","member":{}}}},"output":{"type":"structure","members":{}}},"DeleteTrial":{"input":{"type":"structure","required":["TrialName"],"members":{"TrialName":{}}},"output":{"type":"structure","members":{"TrialArn":{}}}},"DeleteTrialComponent":{"input":{"type":"structure","required":["TrialComponentName"],"members":{"TrialComponentName":{}}},"output":{"type":"structure","members":{"TrialComponentArn":{}}}},"DeleteUserProfile":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{}}}},"DeleteWorkforce":{"input":{"type":"structure","required":["WorkforceName"],"members":{"WorkforceName":{}}},"output":{"type":"structure","members":{}}},"DeleteWorkteam":{"input":{"type":"structure","required":["WorkteamName"],"members":{"WorkteamName":{}}},"output":{"type":"structure","required":["Success"],"members":{"Success":{"type":"boolean"}}}},"DeregisterDevices":{"input":{"type":"structure","required":["DeviceFleetName","DeviceNames"],"members":{"DeviceFleetName":{},"DeviceNames":{"type":"list","member":{}}}}},"DescribeAction":{"input":{"type":"structure","required":["ActionName"],"members":{"ActionName":{}}},"output":{"type":"structure","members":{"ActionName":{},"ActionArn":{},"Source":{"shape":"Si"},"ActionType":{},"Description":{},"Status":{},"Properties":{"shape":"Sn"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"MetadataProperties":{"shape":"Sp"}}}},"DescribeAlgorithm":{"input":{"type":"structure","required":["AlgorithmName"],"members":{"AlgorithmName":{}}},"output":{"type":"structure","required":["AlgorithmName","AlgorithmArn","CreationTime","TrainingSpecification","AlgorithmStatus","AlgorithmStatusDetails"],"members":{"AlgorithmName":{},"AlgorithmArn":{},"AlgorithmDescription":{},"CreationTime":{"type":"timestamp"},"TrainingSpecification":{"shape":"Sw"},"InferenceSpecification":{"shape":"S1t"},"ValidationSpecification":{"shape":"S25"},"AlgorithmStatus":{},"AlgorithmStatusDetails":{"type":"structure","members":{"ValidationStatuses":{"shape":"Sjz"},"ImageScanStatuses":{"shape":"Sjz"}}},"ProductId":{},"CertifyForMarketplace":{"type":"boolean"}}}},"DescribeApp":{"input":{"type":"structure","required":["DomainId","UserProfileName","AppType","AppName"],"members":{"DomainId":{},"UserProfileName":{},"AppType":{},"AppName":{}}},"output":{"type":"structure","members":{"AppArn":{},"AppType":{},"AppName":{},"DomainId":{},"UserProfileName":{},"Status":{},"LastHealthCheckTimestamp":{"type":"timestamp"},"LastUserActivityTimestamp":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"FailureReason":{},"ResourceSpec":{"shape":"S3p"}}}},"DescribeAppImageConfig":{"input":{"type":"structure","required":["AppImageConfigName"],"members":{"AppImageConfigName":{}}},"output":{"type":"structure","members":{"AppImageConfigArn":{},"AppImageConfigName":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"KernelGatewayImageConfig":{"shape":"S3x"}}}},"DescribeArtifact":{"input":{"type":"structure","required":["ArtifactArn"],"members":{"ArtifactArn":{}}},"output":{"type":"structure","members":{"ArtifactName":{},"ArtifactArn":{},"Source":{"shape":"S49"},"ArtifactType":{},"Properties":{"shape":"Sn"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"MetadataProperties":{"shape":"Sp"}}}},"DescribeAutoMLJob":{"input":{"type":"structure","required":["AutoMLJobName"],"members":{"AutoMLJobName":{}}},"output":{"type":"structure","required":["AutoMLJobName","AutoMLJobArn","InputDataConfig","OutputDataConfig","RoleArn","CreationTime","LastModifiedTime","AutoMLJobStatus","AutoMLJobSecondaryStatus"],"members":{"AutoMLJobName":{},"AutoMLJobArn":{},"InputDataConfig":{"shape":"S4h"},"OutputDataConfig":{"shape":"S4n"},"RoleArn":{},"AutoMLJobObjective":{"shape":"S4p"},"ProblemType":{},"AutoMLJobConfig":{"shape":"S4r"},"CreationTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{},"BestCandidate":{"shape":"Skd"},"AutoMLJobStatus":{},"AutoMLJobSecondaryStatus":{},"GenerateCandidateDefinitionsOnly":{"type":"boolean"},"AutoMLJobArtifacts":{"type":"structure","members":{"CandidateDefinitionNotebookLocation":{},"DataExplorationNotebookLocation":{}}},"ResolvedAttributes":{"type":"structure","members":{"AutoMLJobObjective":{"shape":"S4p"},"ProblemType":{},"CompletionCriteria":{"shape":"S4s"}}}}}},"DescribeCodeRepository":{"input":{"type":"structure","required":["CodeRepositoryName"],"members":{"CodeRepositoryName":{}}},"output":{"type":"structure","required":["CodeRepositoryName","CodeRepositoryArn","CreationTime","LastModifiedTime"],"members":{"CodeRepositoryName":{},"CodeRepositoryArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"GitConfig":{"shape":"S56"}}}},"DescribeCompilationJob":{"input":{"type":"structure","required":["CompilationJobName"],"members":{"CompilationJobName":{}}},"output":{"type":"structure","required":["CompilationJobName","CompilationJobArn","CompilationJobStatus","StoppingCondition","CreationTime","LastModifiedTime","FailureReason","ModelArtifacts","RoleArn","InputConfig","OutputConfig"],"members":{"CompilationJobName":{},"CompilationJobArn":{},"CompilationJobStatus":{},"CompilationStartTime":{"type":"timestamp"},"CompilationEndTime":{"type":"timestamp"},"StoppingCondition":{"shape":"S2y"},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{},"ModelArtifacts":{"shape":"Sl3"},"ModelDigests":{"type":"structure","members":{"ArtifactDigest":{}}},"RoleArn":{},"InputConfig":{"shape":"S5d"},"OutputConfig":{"shape":"S5h"}}}},"DescribeContext":{"input":{"type":"structure","required":["ContextName"],"members":{"ContextName":{}}},"output":{"type":"structure","members":{"ContextName":{},"ContextArn":{},"Source":{"shape":"S5r"},"ContextType":{},"Description":{},"Properties":{"shape":"Sn"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"}}}},"DescribeDataQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}},"output":{"type":"structure","required":["JobDefinitionArn","JobDefinitionName","CreationTime","DataQualityAppSpecification","DataQualityJobInput","DataQualityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionArn":{},"JobDefinitionName":{},"CreationTime":{"type":"timestamp"},"DataQualityBaselineConfig":{"shape":"S5w"},"DataQualityAppSpecification":{"shape":"S60"},"DataQualityJobInput":{"shape":"S69"},"DataQualityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"}}}},"DescribeDevice":{"input":{"type":"structure","required":["DeviceName","DeviceFleetName"],"members":{"NextToken":{},"DeviceName":{},"DeviceFleetName":{}}},"output":{"type":"structure","required":["DeviceName","DeviceFleetName","RegistrationTime"],"members":{"DeviceArn":{},"DeviceName":{},"Description":{},"DeviceFleetName":{},"IotThingName":{},"RegistrationTime":{"type":"timestamp"},"LatestHeartbeat":{"type":"timestamp"},"Models":{"type":"list","member":{"type":"structure","required":["ModelName","ModelVersion"],"members":{"ModelName":{},"ModelVersion":{},"LatestSampleTime":{"type":"timestamp"},"LatestInference":{"type":"timestamp"}}}},"MaxModels":{"type":"integer"},"NextToken":{}}}},"DescribeDeviceFleet":{"input":{"type":"structure","required":["DeviceFleetName"],"members":{"DeviceFleetName":{}}},"output":{"type":"structure","required":["DeviceFleetName","DeviceFleetArn","OutputConfig","CreationTime","LastModifiedTime"],"members":{"DeviceFleetName":{},"DeviceFleetArn":{},"OutputConfig":{"shape":"S70"},"Description":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"RoleArn":{},"IotRoleAlias":{}}}},"DescribeDomain":{"input":{"type":"structure","required":["DomainId"],"members":{"DomainId":{}}},"output":{"type":"structure","members":{"DomainArn":{},"DomainId":{},"DomainName":{},"HomeEfsFileSystemId":{},"SingleSignOnManagedApplicationInstanceId":{},"Status":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{},"AuthMode":{},"DefaultUserSettings":{"shape":"S74"},"AppNetworkAccessType":{},"HomeEfsFileSystemKmsKeyId":{"deprecated":true,"deprecatedMessage":"This property is deprecated, use KmsKeyId instead."},"SubnetIds":{"shape":"S50"},"Url":{},"VpcId":{},"KmsKeyId":{}}}},"DescribeEdgePackagingJob":{"input":{"type":"structure","required":["EdgePackagingJobName"],"members":{"EdgePackagingJobName":{}}},"output":{"type":"structure","required":["EdgePackagingJobArn","EdgePackagingJobName","EdgePackagingJobStatus"],"members":{"EdgePackagingJobArn":{},"EdgePackagingJobName":{},"CompilationJobName":{},"ModelName":{},"ModelVersion":{},"RoleArn":{},"OutputConfig":{"shape":"S70"},"ResourceKey":{},"EdgePackagingJobStatus":{},"EdgePackagingJobStatusMessage":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"ModelArtifact":{},"ModelSignature":{}}}},"DescribeEndpoint":{"input":{"type":"structure","required":["EndpointName"],"members":{"EndpointName":{}}},"output":{"type":"structure","required":["EndpointName","EndpointArn","EndpointConfigName","EndpointStatus","CreationTime","LastModifiedTime"],"members":{"EndpointName":{},"EndpointArn":{},"EndpointConfigName":{},"ProductionVariants":{"shape":"Slx"},"DataCaptureConfig":{"shape":"Sm1"},"EndpointStatus":{},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LastDeploymentConfig":{"shape":"Sm4"}}}},"DescribeEndpointConfig":{"input":{"type":"structure","required":["EndpointConfigName"],"members":{"EndpointConfigName":{}}},"output":{"type":"structure","required":["EndpointConfigName","EndpointConfigArn","ProductionVariants","CreationTime"],"members":{"EndpointConfigName":{},"EndpointConfigArn":{},"ProductionVariants":{"shape":"S7r"},"DataCaptureConfig":{"shape":"S7y"},"KmsKeyId":{},"CreationTime":{"type":"timestamp"}}}},"DescribeExperiment":{"input":{"type":"structure","required":["ExperimentName"],"members":{"ExperimentName":{}}},"output":{"type":"structure","members":{"ExperimentName":{},"ExperimentArn":{},"DisplayName":{},"Source":{"shape":"Smm"},"Description":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"}}}},"DescribeFeatureGroup":{"input":{"type":"structure","required":["FeatureGroupName"],"members":{"FeatureGroupName":{},"NextToken":{}}},"output":{"type":"structure","required":["FeatureGroupArn","FeatureGroupName","RecordIdentifierFeatureName","EventTimeFeatureName","FeatureDefinitions","CreationTime","NextToken"],"members":{"FeatureGroupArn":{},"FeatureGroupName":{},"RecordIdentifierFeatureName":{},"EventTimeFeatureName":{},"FeatureDefinitions":{"shape":"S8i"},"CreationTime":{"type":"timestamp"},"OnlineStoreConfig":{"shape":"S8l"},"OfflineStoreConfig":{"shape":"S8n"},"RoleArn":{},"FeatureGroupStatus":{},"OfflineStoreStatus":{"shape":"Sms"},"FailureReason":{},"Description":{},"NextToken":{}}}},"DescribeFlowDefinition":{"input":{"type":"structure","required":["FlowDefinitionName"],"members":{"FlowDefinitionName":{}}},"output":{"type":"structure","required":["FlowDefinitionArn","FlowDefinitionName","FlowDefinitionStatus","CreationTime","HumanLoopConfig","OutputConfig","RoleArn"],"members":{"FlowDefinitionArn":{},"FlowDefinitionName":{},"FlowDefinitionStatus":{},"CreationTime":{"type":"timestamp"},"HumanLoopRequestSource":{"shape":"S8y"},"HumanLoopActivationConfig":{"shape":"S90"},"HumanLoopConfig":{"shape":"S93"},"OutputConfig":{"shape":"S9i"},"RoleArn":{},"FailureReason":{}}}},"DescribeHumanTaskUi":{"input":{"type":"structure","required":["HumanTaskUiName"],"members":{"HumanTaskUiName":{}}},"output":{"type":"structure","required":["HumanTaskUiArn","HumanTaskUiName","CreationTime","UiTemplate"],"members":{"HumanTaskUiArn":{},"HumanTaskUiName":{},"HumanTaskUiStatus":{},"CreationTime":{"type":"timestamp"},"UiTemplate":{"type":"structure","members":{"Url":{},"ContentSha256":{}}}}}},"DescribeHyperParameterTuningJob":{"input":{"type":"structure","required":["HyperParameterTuningJobName"],"members":{"HyperParameterTuningJobName":{}}},"output":{"type":"structure","required":["HyperParameterTuningJobName","HyperParameterTuningJobArn","HyperParameterTuningJobConfig","HyperParameterTuningJobStatus","CreationTime","TrainingJobStatusCounters","ObjectiveStatusCounters"],"members":{"HyperParameterTuningJobName":{},"HyperParameterTuningJobArn":{},"HyperParameterTuningJobConfig":{"shape":"S9s"},"TrainingJobDefinition":{"shape":"Sa9"},"TrainingJobDefinitions":{"shape":"Saf"},"HyperParameterTuningJobStatus":{},"CreationTime":{"type":"timestamp"},"HyperParameterTuningEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"TrainingJobStatusCounters":{"shape":"Sn7"},"ObjectiveStatusCounters":{"shape":"Sn9"},"BestTrainingJob":{"shape":"Snb"},"OverallBestTrainingJob":{"shape":"Snb"},"WarmStartConfig":{"shape":"Sag"},"FailureReason":{}}}},"DescribeImage":{"input":{"type":"structure","required":["ImageName"],"members":{"ImageName":{}}},"output":{"type":"structure","members":{"CreationTime":{"type":"timestamp"},"Description":{},"DisplayName":{},"FailureReason":{},"ImageArn":{},"ImageName":{},"ImageStatus":{},"LastModifiedTime":{"type":"timestamp"},"RoleArn":{}}}},"DescribeImageVersion":{"input":{"type":"structure","required":["ImageName"],"members":{"ImageName":{},"Version":{"type":"integer"}}},"output":{"type":"structure","members":{"BaseImage":{},"ContainerImage":{},"CreationTime":{"type":"timestamp"},"FailureReason":{},"ImageArn":{},"ImageVersionArn":{},"ImageVersionStatus":{},"LastModifiedTime":{"type":"timestamp"},"Version":{"type":"integer"}}}},"DescribeLabelingJob":{"input":{"type":"structure","required":["LabelingJobName"],"members":{"LabelingJobName":{}}},"output":{"type":"structure","required":["LabelingJobStatus","LabelCounters","CreationTime","LastModifiedTime","JobReferenceCode","LabelingJobName","LabelingJobArn","InputConfig","OutputConfig","RoleArn","HumanTaskConfig"],"members":{"LabelingJobStatus":{},"LabelCounters":{"shape":"Sno"},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"JobReferenceCode":{},"LabelingJobName":{},"LabelingJobArn":{},"LabelAttributeName":{},"InputConfig":{"shape":"Sax"},"OutputConfig":{"shape":"Sb5"},"RoleArn":{},"LabelCategoryConfigS3Uri":{},"StoppingConditions":{"shape":"Sb6"},"LabelingJobAlgorithmsConfig":{"shape":"Sb9"},"HumanTaskConfig":{"shape":"Sbd"},"Tags":{"shape":"S7"},"LabelingJobOutput":{"shape":"Snr"}}}},"DescribeModel":{"input":{"type":"structure","required":["ModelName"],"members":{"ModelName":{}}},"output":{"type":"structure","required":["ModelName","ExecutionRoleArn","CreationTime","ModelArn"],"members":{"ModelName":{},"PrimaryContainer":{"shape":"Sbs"},"Containers":{"shape":"Sc2"},"ExecutionRoleArn":{},"VpcConfig":{"shape":"S4x"},"CreationTime":{"type":"timestamp"},"ModelArn":{},"EnableNetworkIsolation":{"type":"boolean"}}}},"DescribeModelBiasJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}},"output":{"type":"structure","required":["JobDefinitionArn","JobDefinitionName","CreationTime","ModelBiasAppSpecification","ModelBiasJobInput","ModelBiasJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionArn":{},"JobDefinitionName":{},"CreationTime":{"type":"timestamp"},"ModelBiasBaselineConfig":{"shape":"Sc5"},"ModelBiasAppSpecification":{"shape":"Sc6"},"ModelBiasJobInput":{"shape":"Sc7"},"ModelBiasJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"}}}},"DescribeModelExplainabilityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}},"output":{"type":"structure","required":["JobDefinitionArn","JobDefinitionName","CreationTime","ModelExplainabilityAppSpecification","ModelExplainabilityJobInput","ModelExplainabilityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionArn":{},"JobDefinitionName":{},"CreationTime":{"type":"timestamp"},"ModelExplainabilityBaselineConfig":{"shape":"Scb"},"ModelExplainabilityAppSpecification":{"shape":"Scc"},"ModelExplainabilityJobInput":{"shape":"Scd"},"ModelExplainabilityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"}}}},"DescribeModelPackage":{"input":{"type":"structure","required":["ModelPackageName"],"members":{"ModelPackageName":{}}},"output":{"type":"structure","required":["ModelPackageName","ModelPackageArn","CreationTime","ModelPackageStatus","ModelPackageStatusDetails"],"members":{"ModelPackageName":{},"ModelPackageGroupName":{},"ModelPackageVersion":{"type":"integer"},"ModelPackageArn":{},"ModelPackageDescription":{},"CreationTime":{"type":"timestamp"},"InferenceSpecification":{"shape":"S1t"},"SourceAlgorithmSpecification":{"shape":"Scj"},"ValidationSpecification":{"shape":"Scg"},"ModelPackageStatus":{},"ModelPackageStatusDetails":{"shape":"So2"},"CertifyForMarketplace":{"type":"boolean"},"ModelApprovalStatus":{},"CreatedBy":{"shape":"Sjt"},"MetadataProperties":{"shape":"Sp"},"ModelMetrics":{"shape":"Scn"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"ApprovalDescription":{}}}},"DescribeModelPackageGroup":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{}}},"output":{"type":"structure","required":["ModelPackageGroupName","ModelPackageGroupArn","CreationTime","CreatedBy","ModelPackageGroupStatus"],"members":{"ModelPackageGroupName":{},"ModelPackageGroupArn":{},"ModelPackageGroupDescription":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"ModelPackageGroupStatus":{}}}},"DescribeModelQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}},"output":{"type":"structure","required":["JobDefinitionArn","JobDefinitionName","CreationTime","ModelQualityAppSpecification","ModelQualityJobInput","ModelQualityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionArn":{},"JobDefinitionName":{},"CreationTime":{"type":"timestamp"},"ModelQualityBaselineConfig":{"shape":"Sd0"},"ModelQualityAppSpecification":{"shape":"Sd1"},"ModelQualityJobInput":{"shape":"Sd3"},"ModelQualityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"}}}},"DescribeMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName"],"members":{"MonitoringScheduleName":{}}},"output":{"type":"structure","required":["MonitoringScheduleArn","MonitoringScheduleName","MonitoringScheduleStatus","CreationTime","LastModifiedTime","MonitoringScheduleConfig"],"members":{"MonitoringScheduleArn":{},"MonitoringScheduleName":{},"MonitoringScheduleStatus":{},"MonitoringType":{},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringScheduleConfig":{"shape":"Sd7"},"EndpointName":{},"LastMonitoringExecutionSummary":{"shape":"Sof"}}}},"DescribeNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{}}},"output":{"type":"structure","members":{"NotebookInstanceArn":{},"NotebookInstanceName":{},"NotebookInstanceStatus":{},"FailureReason":{},"Url":{},"InstanceType":{},"SubnetId":{},"SecurityGroups":{"shape":"S75"},"RoleArn":{},"KmsKeyId":{},"NetworkInterfaceId":{},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"NotebookInstanceLifecycleConfigName":{},"DirectInternetAccess":{},"VolumeSizeInGB":{"type":"integer"},"AcceleratorTypes":{"shape":"Sdp"},"DefaultCodeRepository":{},"AdditionalCodeRepositories":{"shape":"Sds"},"RootAccess":{}}}},"DescribeNotebookInstanceLifecycleConfig":{"input":{"type":"structure","required":["NotebookInstanceLifecycleConfigName"],"members":{"NotebookInstanceLifecycleConfigName":{}}},"output":{"type":"structure","members":{"NotebookInstanceLifecycleConfigArn":{},"NotebookInstanceLifecycleConfigName":{},"OnCreate":{"shape":"Sdx"},"OnStart":{"shape":"Sdx"},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"}}}},"DescribePipeline":{"input":{"type":"structure","required":["PipelineName"],"members":{"PipelineName":{}}},"output":{"type":"structure","members":{"PipelineArn":{},"PipelineName":{},"PipelineDisplayName":{},"PipelineDefinition":{},"PipelineDescription":{},"RoleArn":{},"PipelineStatus":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LastRunTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedBy":{"shape":"Sjt"}}}},"DescribePipelineDefinitionForExecution":{"input":{"type":"structure","required":["PipelineExecutionArn"],"members":{"PipelineExecutionArn":{}}},"output":{"type":"structure","members":{"PipelineDefinition":{},"CreationTime":{"type":"timestamp"}}}},"DescribePipelineExecution":{"input":{"type":"structure","required":["PipelineExecutionArn"],"members":{"PipelineExecutionArn":{}}},"output":{"type":"structure","members":{"PipelineArn":{},"PipelineExecutionArn":{},"PipelineExecutionDisplayName":{},"PipelineExecutionStatus":{},"PipelineExecutionDescription":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedBy":{"shape":"Sjt"}}}},"DescribeProcessingJob":{"input":{"type":"structure","required":["ProcessingJobName"],"members":{"ProcessingJobName":{}}},"output":{"type":"structure","required":["ProcessingJobName","ProcessingResources","AppSpecification","ProcessingJobArn","ProcessingJobStatus","CreationTime"],"members":{"ProcessingInputs":{"shape":"Sei"},"ProcessingOutputConfig":{"shape":"Sf5"},"ProcessingJobName":{},"ProcessingResources":{"shape":"Sfa"},"StoppingCondition":{"shape":"Sfc"},"AppSpecification":{"shape":"Sfe"},"Environment":{"shape":"Sfg"},"NetworkConfig":{"shape":"Sdf"},"RoleArn":{},"ExperimentConfig":{"shape":"Sfh"},"ProcessingJobArn":{},"ProcessingJobStatus":{},"ExitMessage":{},"FailureReason":{},"ProcessingEndTime":{"type":"timestamp"},"ProcessingStartTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"MonitoringScheduleArn":{},"AutoMLJobArn":{},"TrainingJobArn":{}}}},"DescribeProject":{"input":{"type":"structure","required":["ProjectName"],"members":{"ProjectName":{}}},"output":{"type":"structure","required":["ProjectArn","ProjectName","ProjectId","ServiceCatalogProvisioningDetails","ProjectStatus","CreationTime"],"members":{"ProjectArn":{},"ProjectName":{},"ProjectId":{},"ProjectDescription":{},"ServiceCatalogProvisioningDetails":{"shape":"Sfm"},"ServiceCatalogProvisionedProductDetails":{"type":"structure","members":{"ProvisionedProductId":{},"ProvisionedProductStatusMessage":{}}},"ProjectStatus":{},"CreatedBy":{"shape":"Sjt"},"CreationTime":{"type":"timestamp"}}}},"DescribeSubscribedWorkteam":{"input":{"type":"structure","required":["WorkteamArn"],"members":{"WorkteamArn":{}}},"output":{"type":"structure","required":["SubscribedWorkteam"],"members":{"SubscribedWorkteam":{"shape":"Sp9"}}}},"DescribeTrainingJob":{"input":{"type":"structure","required":["TrainingJobName"],"members":{"TrainingJobName":{}}},"output":{"type":"structure","required":["TrainingJobName","TrainingJobArn","ModelArtifacts","TrainingJobStatus","SecondaryStatus","AlgorithmSpecification","ResourceConfig","StoppingCondition","CreationTime"],"members":{"TrainingJobName":{},"TrainingJobArn":{},"TuningJobArn":{},"LabelingJobArn":{},"AutoMLJobArn":{},"ModelArtifacts":{"shape":"Sl3"},"TrainingJobStatus":{},"SecondaryStatus":{},"FailureReason":{},"HyperParameters":{"shape":"S2a"},"AlgorithmSpecification":{"shape":"Sfx"},"RoleArn":{},"InputDataConfig":{"shape":"S2c"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"VpcConfig":{"shape":"S4x"},"StoppingCondition":{"shape":"S2y"},"CreationTime":{"type":"timestamp"},"TrainingStartTime":{"type":"timestamp"},"TrainingEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"SecondaryStatusTransitions":{"shape":"Spd"},"FinalMetricDataList":{"shape":"Spg"},"EnableNetworkIsolation":{"type":"boolean"},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableManagedSpotTraining":{"type":"boolean"},"CheckpointConfig":{"shape":"Sae"},"TrainingTimeInSeconds":{"type":"integer"},"BillableTimeInSeconds":{"type":"integer"},"DebugHookConfig":{"shape":"Sfy"},"ExperimentConfig":{"shape":"Sfh"},"DebugRuleConfigurations":{"shape":"Sg6"},"TensorBoardOutputConfig":{"shape":"Sgb"},"DebugRuleEvaluationStatuses":{"shape":"Spl"},"ProfilerConfig":{"shape":"Sgc"},"ProfilerRuleConfigurations":{"shape":"Sgf"},"ProfilerRuleEvaluationStatuses":{"type":"list","member":{"type":"structure","members":{"RuleConfigurationName":{},"RuleEvaluationJobArn":{},"RuleEvaluationStatus":{},"StatusDetails":{},"LastModifiedTime":{"type":"timestamp"}}}},"ProfilingStatus":{}}}},"DescribeTransformJob":{"input":{"type":"structure","required":["TransformJobName"],"members":{"TransformJobName":{}}},"output":{"type":"structure","required":["TransformJobName","TransformJobArn","TransformJobStatus","ModelName","TransformInput","TransformResources","CreationTime"],"members":{"TransformJobName":{},"TransformJobArn":{},"TransformJobStatus":{},"FailureReason":{},"ModelName":{},"MaxConcurrentTransforms":{"type":"integer"},"ModelClientConfig":{"shape":"Sgl"},"MaxPayloadInMB":{"type":"integer"},"BatchStrategy":{},"Environment":{"shape":"S35"},"TransformInput":{"shape":"S38"},"TransformOutput":{"shape":"S3c"},"TransformResources":{"shape":"S3f"},"CreationTime":{"type":"timestamp"},"TransformStartTime":{"type":"timestamp"},"TransformEndTime":{"type":"timestamp"},"LabelingJobArn":{},"AutoMLJobArn":{},"DataProcessing":{"shape":"Sgo"},"ExperimentConfig":{"shape":"Sfh"}}}},"DescribeTrial":{"input":{"type":"structure","required":["TrialName"],"members":{"TrialName":{}}},"output":{"type":"structure","members":{"TrialName":{},"TrialArn":{},"DisplayName":{},"ExperimentName":{},"Source":{"shape":"Spx"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"MetadataProperties":{"shape":"Sp"}}}},"DescribeTrialComponent":{"input":{"type":"structure","required":["TrialComponentName"],"members":{"TrialComponentName":{}}},"output":{"type":"structure","members":{"TrialComponentName":{},"TrialComponentArn":{},"DisplayName":{},"Source":{"shape":"Sq1"},"Status":{"shape":"Sgw"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"Parameters":{"shape":"Sh0"},"InputArtifacts":{"shape":"Sh4"},"OutputArtifacts":{"shape":"Sh4"},"MetadataProperties":{"shape":"Sp"},"Metrics":{"shape":"Sq3"}}}},"DescribeUserProfile":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{}}},"output":{"type":"structure","members":{"DomainId":{},"UserProfileArn":{},"UserProfileName":{},"HomeEfsFileSystemUid":{},"Status":{},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"FailureReason":{},"SingleSignOnUserIdentifier":{},"SingleSignOnUserValue":{},"UserSettings":{"shape":"S74"}}}},"DescribeWorkforce":{"input":{"type":"structure","required":["WorkforceName"],"members":{"WorkforceName":{}}},"output":{"type":"structure","required":["Workforce"],"members":{"Workforce":{"shape":"Sqd"}}}},"DescribeWorkteam":{"input":{"type":"structure","required":["WorkteamName"],"members":{"WorkteamName":{}}},"output":{"type":"structure","required":["Workteam"],"members":{"Workteam":{"shape":"Sqh"}}}},"DisableSagemakerServicecatalogPortfolio":{"input":{"type":"structure","members":{}},"output":{"type":"structure","members":{}}},"DisassociateTrialComponent":{"input":{"type":"structure","required":["TrialComponentName","TrialName"],"members":{"TrialComponentName":{},"TrialName":{}}},"output":{"type":"structure","members":{"TrialComponentArn":{},"TrialArn":{}}}},"EnableSagemakerServicecatalogPortfolio":{"input":{"type":"structure","members":{}},"output":{"type":"structure","members":{}}},"GetDeviceFleetReport":{"input":{"type":"structure","required":["DeviceFleetName"],"members":{"DeviceFleetName":{}}},"output":{"type":"structure","required":["DeviceFleetArn","DeviceFleetName"],"members":{"DeviceFleetArn":{},"DeviceFleetName":{},"OutputConfig":{"shape":"S70"},"Description":{},"ReportGenerated":{"type":"timestamp"},"DeviceStats":{"type":"structure","required":["ConnectedDeviceCount","RegisteredDeviceCount"],"members":{"ConnectedDeviceCount":{"type":"long"},"RegisteredDeviceCount":{"type":"long"}}},"AgentVersions":{"type":"list","member":{"type":"structure","required":["Version","AgentCount"],"members":{"Version":{},"AgentCount":{"type":"long"}}}},"ModelStats":{"type":"list","member":{"type":"structure","required":["ModelName","ModelVersion","OfflineDeviceCount","ConnectedDeviceCount","ActiveDeviceCount","SamplingDeviceCount"],"members":{"ModelName":{},"ModelVersion":{},"OfflineDeviceCount":{"type":"long"},"ConnectedDeviceCount":{"type":"long"},"ActiveDeviceCount":{"type":"long"},"SamplingDeviceCount":{"type":"long"}}}}}}},"GetModelPackageGroupPolicy":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{}}},"output":{"type":"structure","required":["ResourcePolicy"],"members":{"ResourcePolicy":{}}}},"GetSagemakerServicecatalogPortfolioStatus":{"input":{"type":"structure","members":{}},"output":{"type":"structure","members":{"Status":{}}}},"GetSearchSuggestions":{"input":{"type":"structure","required":["Resource"],"members":{"Resource":{},"SuggestionQuery":{"type":"structure","members":{"PropertyNameQuery":{"type":"structure","required":["PropertyNameHint"],"members":{"PropertyNameHint":{}}}}}}},"output":{"type":"structure","members":{"PropertyNameSuggestions":{"type":"list","member":{"type":"structure","members":{"PropertyName":{}}}}}}},"ListActions":{"input":{"type":"structure","members":{"SourceUri":{},"ActionType":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"ActionSummaries":{"type":"list","member":{"type":"structure","members":{"ActionArn":{},"ActionName":{},"Source":{"shape":"Si"},"ActionType":{},"Status":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListAlgorithms":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["AlgorithmSummaryList"],"members":{"AlgorithmSummaryList":{"type":"list","member":{"type":"structure","required":["AlgorithmName","AlgorithmArn","CreationTime","AlgorithmStatus"],"members":{"AlgorithmName":{},"AlgorithmArn":{},"AlgorithmDescription":{},"CreationTime":{"type":"timestamp"},"AlgorithmStatus":{}}}},"NextToken":{}}}},"ListAppImageConfigs":{"input":{"type":"structure","members":{"MaxResults":{"type":"integer"},"NextToken":{},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"ModifiedTimeBefore":{"type":"timestamp"},"ModifiedTimeAfter":{"type":"timestamp"},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","members":{"NextToken":{},"AppImageConfigs":{"type":"list","member":{"type":"structure","members":{"AppImageConfigArn":{},"AppImageConfigName":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"KernelGatewayImageConfig":{"shape":"S3x"}}}}}}},"ListApps":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortOrder":{},"SortBy":{},"DomainIdEquals":{},"UserProfileNameEquals":{}}},"output":{"type":"structure","members":{"Apps":{"type":"list","member":{"type":"structure","members":{"DomainId":{},"UserProfileName":{},"AppType":{},"AppName":{},"Status":{},"CreationTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListArtifacts":{"input":{"type":"structure","members":{"SourceUri":{},"ArtifactType":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"ArtifactSummaries":{"type":"list","member":{"type":"structure","members":{"ArtifactArn":{},"ArtifactName":{},"Source":{"shape":"S49"},"ArtifactType":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListAssociations":{"input":{"type":"structure","members":{"SourceArn":{},"DestinationArn":{},"SourceType":{},"DestinationType":{},"AssociationType":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"AssociationSummaries":{"type":"list","member":{"type":"structure","members":{"SourceArn":{},"DestinationArn":{},"SourceType":{},"DestinationType":{},"AssociationType":{},"SourceName":{},"DestinationName":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"}}}},"NextToken":{}}}},"ListAutoMLJobs":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortOrder":{},"SortBy":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","required":["AutoMLJobSummaries"],"members":{"AutoMLJobSummaries":{"type":"list","member":{"type":"structure","required":["AutoMLJobName","AutoMLJobArn","AutoMLJobStatus","AutoMLJobSecondaryStatus","CreationTime","LastModifiedTime"],"members":{"AutoMLJobName":{},"AutoMLJobArn":{},"AutoMLJobStatus":{},"AutoMLJobSecondaryStatus":{},"CreationTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{}}}},"NextToken":{}}}},"ListCandidatesForAutoMLJob":{"input":{"type":"structure","required":["AutoMLJobName"],"members":{"AutoMLJobName":{},"StatusEquals":{},"CandidateNameEquals":{},"SortOrder":{},"SortBy":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","required":["Candidates"],"members":{"Candidates":{"type":"list","member":{"shape":"Skd"}},"NextToken":{}}}},"ListCodeRepositories":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["CodeRepositorySummaryList"],"members":{"CodeRepositorySummaryList":{"type":"list","member":{"type":"structure","required":["CodeRepositoryName","CodeRepositoryArn","CreationTime","LastModifiedTime"],"members":{"CodeRepositoryName":{},"CodeRepositoryArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"GitConfig":{"shape":"S56"}}}},"NextToken":{}}}},"ListCompilationJobs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["CompilationJobSummaries"],"members":{"CompilationJobSummaries":{"type":"list","member":{"type":"structure","required":["CompilationJobName","CompilationJobArn","CreationTime","CompilationJobStatus"],"members":{"CompilationJobName":{},"CompilationJobArn":{},"CreationTime":{"type":"timestamp"},"CompilationStartTime":{"type":"timestamp"},"CompilationEndTime":{"type":"timestamp"},"CompilationTargetDevice":{},"CompilationTargetPlatformOs":{},"CompilationTargetPlatformArch":{},"CompilationTargetPlatformAccelerator":{},"LastModifiedTime":{"type":"timestamp"},"CompilationJobStatus":{}}}},"NextToken":{}}}},"ListContexts":{"input":{"type":"structure","members":{"SourceUri":{},"ContextType":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"ContextSummaries":{"type":"list","member":{"type":"structure","members":{"ContextArn":{},"ContextName":{},"Source":{"shape":"S5r"},"ContextType":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListDataQualityJobDefinitions":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["JobDefinitionSummaries"],"members":{"JobDefinitionSummaries":{"shape":"St7"},"NextToken":{}}}},"ListDeviceFleets":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["DeviceFleetSummaries"],"members":{"DeviceFleetSummaries":{"type":"list","member":{"type":"structure","required":["DeviceFleetArn","DeviceFleetName"],"members":{"DeviceFleetArn":{},"DeviceFleetName":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListDevices":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"LatestHeartbeatAfter":{"type":"timestamp"},"ModelName":{},"DeviceFleetName":{}}},"output":{"type":"structure","required":["DeviceSummaries"],"members":{"DeviceSummaries":{"type":"list","member":{"type":"structure","required":["DeviceName","DeviceArn"],"members":{"DeviceName":{},"DeviceArn":{},"Description":{},"DeviceFleetName":{},"IotThingName":{},"RegistrationTime":{"type":"timestamp"},"LatestHeartbeat":{"type":"timestamp"},"Models":{"type":"list","member":{"type":"structure","required":["ModelName","ModelVersion"],"members":{"ModelName":{},"ModelVersion":{}}}}}}},"NextToken":{}}}},"ListDomains":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"Domains":{"type":"list","member":{"type":"structure","members":{"DomainArn":{},"DomainId":{},"DomainName":{},"Status":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"Url":{}}}},"NextToken":{}}}},"ListEdgePackagingJobs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"ModelNameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["EdgePackagingJobSummaries"],"members":{"EdgePackagingJobSummaries":{"type":"list","member":{"type":"structure","required":["EdgePackagingJobArn","EdgePackagingJobName","EdgePackagingJobStatus"],"members":{"EdgePackagingJobArn":{},"EdgePackagingJobName":{},"EdgePackagingJobStatus":{},"CompilationJobName":{},"ModelName":{},"ModelVersion":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListEndpointConfigs":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["EndpointConfigs"],"members":{"EndpointConfigs":{"type":"list","member":{"type":"structure","required":["EndpointConfigName","EndpointConfigArn","CreationTime"],"members":{"EndpointConfigName":{},"EndpointConfigArn":{},"CreationTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListEndpoints":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"StatusEquals":{}}},"output":{"type":"structure","required":["Endpoints"],"members":{"Endpoints":{"type":"list","member":{"type":"structure","required":["EndpointName","EndpointArn","CreationTime","LastModifiedTime","EndpointStatus"],"members":{"EndpointName":{},"EndpointArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"EndpointStatus":{}}}},"NextToken":{}}}},"ListExperiments":{"input":{"type":"structure","members":{"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"ExperimentSummaries":{"type":"list","member":{"type":"structure","members":{"ExperimentArn":{},"ExperimentName":{},"DisplayName":{},"ExperimentSource":{"shape":"Smm"},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListFeatureGroups":{"input":{"type":"structure","members":{"NameContains":{},"FeatureGroupStatusEquals":{},"OfflineStoreStatusEquals":{},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"SortOrder":{},"SortBy":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","required":["FeatureGroupSummaries","NextToken"],"members":{"FeatureGroupSummaries":{"type":"list","member":{"type":"structure","required":["FeatureGroupName","FeatureGroupArn","CreationTime"],"members":{"FeatureGroupName":{},"FeatureGroupArn":{},"CreationTime":{"type":"timestamp"},"FeatureGroupStatus":{},"OfflineStoreStatus":{"shape":"Sms"}}}},"NextToken":{}}}},"ListFlowDefinitions":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["FlowDefinitionSummaries"],"members":{"FlowDefinitionSummaries":{"type":"list","member":{"type":"structure","required":["FlowDefinitionName","FlowDefinitionArn","FlowDefinitionStatus","CreationTime"],"members":{"FlowDefinitionName":{},"FlowDefinitionArn":{},"FlowDefinitionStatus":{},"CreationTime":{"type":"timestamp"},"FailureReason":{}}}},"NextToken":{}}}},"ListHumanTaskUis":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["HumanTaskUiSummaries"],"members":{"HumanTaskUiSummaries":{"type":"list","member":{"type":"structure","required":["HumanTaskUiName","HumanTaskUiArn","CreationTime"],"members":{"HumanTaskUiName":{},"HumanTaskUiArn":{},"CreationTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListHyperParameterTuningJobs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortBy":{},"SortOrder":{},"NameContains":{},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"StatusEquals":{}}},"output":{"type":"structure","required":["HyperParameterTuningJobSummaries"],"members":{"HyperParameterTuningJobSummaries":{"type":"list","member":{"type":"structure","required":["HyperParameterTuningJobName","HyperParameterTuningJobArn","HyperParameterTuningJobStatus","Strategy","CreationTime","TrainingJobStatusCounters","ObjectiveStatusCounters"],"members":{"HyperParameterTuningJobName":{},"HyperParameterTuningJobArn":{},"HyperParameterTuningJobStatus":{},"Strategy":{},"CreationTime":{"type":"timestamp"},"HyperParameterTuningEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"TrainingJobStatusCounters":{"shape":"Sn7"},"ObjectiveStatusCounters":{"shape":"Sn9"},"ResourceLimits":{"shape":"S9u"}}}},"NextToken":{}}}},"ListImageVersions":{"input":{"type":"structure","required":["ImageName"],"members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"ImageName":{},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","members":{"ImageVersions":{"type":"list","member":{"type":"structure","required":["CreationTime","ImageArn","ImageVersionArn","ImageVersionStatus","LastModifiedTime","Version"],"members":{"CreationTime":{"type":"timestamp"},"FailureReason":{},"ImageArn":{},"ImageVersionArn":{},"ImageVersionStatus":{},"LastModifiedTime":{"type":"timestamp"},"Version":{"type":"integer"}}}},"NextToken":{}}}},"ListImages":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","members":{"Images":{"type":"list","member":{"type":"structure","required":["CreationTime","ImageArn","ImageName","ImageStatus","LastModifiedTime"],"members":{"CreationTime":{"type":"timestamp"},"Description":{},"DisplayName":{},"FailureReason":{},"ImageArn":{},"ImageName":{},"ImageStatus":{},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListLabelingJobs":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NextToken":{},"NameContains":{},"SortBy":{},"SortOrder":{},"StatusEquals":{}}},"output":{"type":"structure","members":{"LabelingJobSummaryList":{"type":"list","member":{"type":"structure","required":["LabelingJobName","LabelingJobArn","CreationTime","LastModifiedTime","LabelingJobStatus","LabelCounters","WorkteamArn","PreHumanTaskLambdaArn"],"members":{"LabelingJobName":{},"LabelingJobArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LabelingJobStatus":{},"LabelCounters":{"shape":"Sno"},"WorkteamArn":{},"PreHumanTaskLambdaArn":{},"AnnotationConsolidationLambdaArn":{},"FailureReason":{},"LabelingJobOutput":{"shape":"Snr"},"InputConfig":{"shape":"Sax"}}}},"NextToken":{}}}},"ListLabelingJobsForWorkteam":{"input":{"type":"structure","required":["WorkteamArn"],"members":{"WorkteamArn":{},"MaxResults":{"type":"integer"},"NextToken":{},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"JobReferenceCodeContains":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["LabelingJobSummaryList"],"members":{"LabelingJobSummaryList":{"type":"list","member":{"type":"structure","required":["JobReferenceCode","WorkRequesterAccountId","CreationTime"],"members":{"LabelingJobName":{},"JobReferenceCode":{},"WorkRequesterAccountId":{},"CreationTime":{"type":"timestamp"},"LabelCounters":{"type":"structure","members":{"HumanLabeled":{"type":"integer"},"PendingHuman":{"type":"integer"},"Total":{"type":"integer"}}},"NumberOfHumanWorkersPerDataObject":{"type":"integer"}}}},"NextToken":{}}}},"ListModelBiasJobDefinitions":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["JobDefinitionSummaries"],"members":{"JobDefinitionSummaries":{"shape":"St7"},"NextToken":{}}}},"ListModelExplainabilityJobDefinitions":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["JobDefinitionSummaries"],"members":{"JobDefinitionSummaries":{"shape":"St7"},"NextToken":{}}}},"ListModelPackageGroups":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["ModelPackageGroupSummaryList"],"members":{"ModelPackageGroupSummaryList":{"type":"list","member":{"type":"structure","required":["ModelPackageGroupName","ModelPackageGroupArn","CreationTime","ModelPackageGroupStatus"],"members":{"ModelPackageGroupName":{},"ModelPackageGroupArn":{},"ModelPackageGroupDescription":{},"CreationTime":{"type":"timestamp"},"ModelPackageGroupStatus":{}}}},"NextToken":{}}}},"ListModelPackages":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"ModelApprovalStatus":{},"ModelPackageGroupName":{},"ModelPackageType":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["ModelPackageSummaryList"],"members":{"ModelPackageSummaryList":{"type":"list","member":{"type":"structure","required":["ModelPackageName","ModelPackageArn","CreationTime","ModelPackageStatus"],"members":{"ModelPackageName":{},"ModelPackageGroupName":{},"ModelPackageVersion":{"type":"integer"},"ModelPackageArn":{},"ModelPackageDescription":{},"CreationTime":{"type":"timestamp"},"ModelPackageStatus":{},"ModelApprovalStatus":{}}}},"NextToken":{}}}},"ListModelQualityJobDefinitions":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["JobDefinitionSummaries"],"members":{"JobDefinitionSummaries":{"shape":"St7"},"NextToken":{}}}},"ListModels":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["Models"],"members":{"Models":{"type":"list","member":{"type":"structure","required":["ModelName","ModelArn","CreationTime"],"members":{"ModelName":{},"ModelArn":{},"CreationTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListMonitoringExecutions":{"input":{"type":"structure","members":{"MonitoringScheduleName":{},"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"ScheduledTimeBefore":{"type":"timestamp"},"ScheduledTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"StatusEquals":{},"MonitoringJobDefinitionName":{},"MonitoringTypeEquals":{}}},"output":{"type":"structure","required":["MonitoringExecutionSummaries"],"members":{"MonitoringExecutionSummaries":{"type":"list","member":{"shape":"Sof"}},"NextToken":{}}}},"ListMonitoringSchedules":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"StatusEquals":{},"MonitoringJobDefinitionName":{},"MonitoringTypeEquals":{}}},"output":{"type":"structure","required":["MonitoringScheduleSummaries"],"members":{"MonitoringScheduleSummaries":{"type":"list","member":{"type":"structure","required":["MonitoringScheduleName","MonitoringScheduleArn","CreationTime","LastModifiedTime","MonitoringScheduleStatus"],"members":{"MonitoringScheduleName":{},"MonitoringScheduleArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringScheduleStatus":{},"EndpointName":{},"MonitoringJobDefinitionName":{},"MonitoringType":{}}}},"NextToken":{}}}},"ListNotebookInstanceLifecycleConfigs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortBy":{},"SortOrder":{},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","members":{"NextToken":{},"NotebookInstanceLifecycleConfigs":{"type":"list","member":{"type":"structure","required":["NotebookInstanceLifecycleConfigName","NotebookInstanceLifecycleConfigArn"],"members":{"NotebookInstanceLifecycleConfigName":{},"NotebookInstanceLifecycleConfigArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}}}}},"ListNotebookInstances":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortBy":{},"SortOrder":{},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"StatusEquals":{},"NotebookInstanceLifecycleConfigNameContains":{},"DefaultCodeRepositoryContains":{},"AdditionalCodeRepositoryEquals":{}}},"output":{"type":"structure","members":{"NextToken":{},"NotebookInstances":{"type":"list","member":{"type":"structure","required":["NotebookInstanceName","NotebookInstanceArn"],"members":{"NotebookInstanceName":{},"NotebookInstanceArn":{},"NotebookInstanceStatus":{},"Url":{},"InstanceType":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"NotebookInstanceLifecycleConfigName":{},"DefaultCodeRepository":{},"AdditionalCodeRepositories":{"shape":"Sds"}}}}}}},"ListPipelineExecutionSteps":{"input":{"type":"structure","members":{"PipelineExecutionArn":{},"NextToken":{},"MaxResults":{"type":"integer"},"SortOrder":{}}},"output":{"type":"structure","members":{"PipelineExecutionSteps":{"type":"list","member":{"type":"structure","members":{"StepName":{},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"StepStatus":{},"CacheHitResult":{"type":"structure","members":{"SourcePipelineExecutionArn":{}}},"FailureReason":{},"Metadata":{"type":"structure","members":{"TrainingJob":{"type":"structure","members":{"Arn":{}}},"ProcessingJob":{"type":"structure","members":{"Arn":{}}},"TransformJob":{"type":"structure","members":{"Arn":{}}},"Model":{"type":"structure","members":{"Arn":{}}},"RegisterModel":{"type":"structure","members":{"Arn":{}}},"Condition":{"type":"structure","members":{"Outcome":{}}}}}}}},"NextToken":{}}}},"ListPipelineExecutions":{"input":{"type":"structure","required":["PipelineName"],"members":{"PipelineName":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"PipelineExecutionSummaries":{"type":"list","member":{"type":"structure","members":{"PipelineExecutionArn":{},"StartTime":{"type":"timestamp"},"PipelineExecutionStatus":{},"PipelineExecutionDescription":{},"PipelineExecutionDisplayName":{}}}},"NextToken":{}}}},"ListPipelineParametersForExecution":{"input":{"type":"structure","required":["PipelineExecutionArn"],"members":{"PipelineExecutionArn":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"PipelineParameters":{"shape":"Sxl"},"NextToken":{}}}},"ListPipelines":{"input":{"type":"structure","members":{"PipelineNamePrefix":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"PipelineSummaries":{"type":"list","member":{"type":"structure","members":{"PipelineArn":{},"PipelineName":{},"PipelineDisplayName":{},"PipelineDescription":{},"RoleArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LastExecutionTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListProcessingJobs":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["ProcessingJobSummaries"],"members":{"ProcessingJobSummaries":{"type":"list","member":{"type":"structure","required":["ProcessingJobName","ProcessingJobArn","CreationTime","ProcessingJobStatus"],"members":{"ProcessingJobName":{},"ProcessingJobArn":{},"CreationTime":{"type":"timestamp"},"ProcessingEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"ProcessingJobStatus":{},"FailureReason":{},"ExitMessage":{}}}},"NextToken":{}}}},"ListProjects":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["ProjectSummaryList"],"members":{"ProjectSummaryList":{"type":"list","member":{"type":"structure","required":["ProjectName","ProjectArn","ProjectId","CreationTime","ProjectStatus"],"members":{"ProjectName":{},"ProjectDescription":{},"ProjectArn":{},"ProjectId":{},"CreationTime":{"type":"timestamp"},"ProjectStatus":{}}}},"NextToken":{}}}},"ListSubscribedWorkteams":{"input":{"type":"structure","members":{"NameContains":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["SubscribedWorkteams"],"members":{"SubscribedWorkteams":{"type":"list","member":{"shape":"Sp9"}},"NextToken":{}}}},"ListTags":{"input":{"type":"structure","required":["ResourceArn"],"members":{"ResourceArn":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"Tags":{"shape":"S7"},"NextToken":{}}}},"ListTrainingJobs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["TrainingJobSummaries"],"members":{"TrainingJobSummaries":{"type":"list","member":{"type":"structure","required":["TrainingJobName","TrainingJobArn","CreationTime","TrainingJobStatus"],"members":{"TrainingJobName":{},"TrainingJobArn":{},"CreationTime":{"type":"timestamp"},"TrainingEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"TrainingJobStatus":{}}}},"NextToken":{}}}},"ListTrainingJobsForHyperParameterTuningJob":{"input":{"type":"structure","required":["HyperParameterTuningJobName"],"members":{"HyperParameterTuningJobName":{},"NextToken":{},"MaxResults":{"type":"integer"},"StatusEquals":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["TrainingJobSummaries"],"members":{"TrainingJobSummaries":{"type":"list","member":{"shape":"Snb"}},"NextToken":{}}}},"ListTransformJobs":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["TransformJobSummaries"],"members":{"TransformJobSummaries":{"type":"list","member":{"type":"structure","required":["TransformJobName","TransformJobArn","CreationTime","TransformJobStatus"],"members":{"TransformJobName":{},"TransformJobArn":{},"CreationTime":{"type":"timestamp"},"TransformEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"TransformJobStatus":{},"FailureReason":{}}}},"NextToken":{}}}},"ListTrialComponents":{"input":{"type":"structure","members":{"ExperimentName":{},"TrialName":{},"SourceArn":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","members":{"TrialComponentSummaries":{"type":"list","member":{"type":"structure","members":{"TrialComponentName":{},"TrialComponentArn":{},"DisplayName":{},"TrialComponentSource":{"shape":"Sq1"},"Status":{"shape":"Sgw"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"}}}},"NextToken":{}}}},"ListTrials":{"input":{"type":"structure","members":{"ExperimentName":{},"TrialComponentName":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","members":{"TrialSummaries":{"type":"list","member":{"type":"structure","members":{"TrialArn":{},"TrialName":{},"DisplayName":{},"TrialSource":{"shape":"Spx"},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListUserProfiles":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortOrder":{},"SortBy":{},"DomainIdEquals":{},"UserProfileNameContains":{}}},"output":{"type":"structure","members":{"UserProfiles":{"type":"list","member":{"type":"structure","members":{"DomainId":{},"UserProfileName":{},"Status":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListWorkforces":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NameContains":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["Workforces"],"members":{"Workforces":{"type":"list","member":{"shape":"Sqd"}},"NextToken":{}}}},"ListWorkteams":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NameContains":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["Workteams"],"members":{"Workteams":{"type":"list","member":{"shape":"Sqh"}},"NextToken":{}}}},"PutModelPackageGroupPolicy":{"input":{"type":"structure","required":["ModelPackageGroupName","ResourcePolicy"],"members":{"ModelPackageGroupName":{},"ResourcePolicy":{}}},"output":{"type":"structure","required":["ModelPackageGroupArn"],"members":{"ModelPackageGroupArn":{}}}},"RegisterDevices":{"input":{"type":"structure","required":["DeviceFleetName","Devices"],"members":{"DeviceFleetName":{},"Devices":{"shape":"Szb"},"Tags":{"shape":"S7"}}}},"RenderUiTemplate":{"input":{"type":"structure","required":["Task","RoleArn"],"members":{"UiTemplate":{"shape":"S9n"},"Task":{"type":"structure","required":["Input"],"members":{"Input":{}}},"RoleArn":{},"HumanTaskUiArn":{}}},"output":{"type":"structure","required":["RenderedContent","Errors"],"members":{"RenderedContent":{},"Errors":{"type":"list","member":{"type":"structure","required":["Code","Message"],"members":{"Code":{},"Message":{}}}}}}},"Search":{"input":{"type":"structure","required":["Resource"],"members":{"Resource":{},"SearchExpression":{"shape":"Szk"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"Results":{"type":"list","member":{"type":"structure","members":{"TrainingJob":{"shape":"Szx"},"Experiment":{"type":"structure","members":{"ExperimentName":{},"ExperimentArn":{},"DisplayName":{},"Source":{"shape":"Smm"},"Description":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"Tags":{"shape":"S7"}}},"Trial":{"type":"structure","members":{"TrialName":{},"TrialArn":{},"DisplayName":{},"ExperimentName":{},"Source":{"shape":"Spx"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"},"TrialComponentSummaries":{"type":"list","member":{"type":"structure","members":{"TrialComponentName":{},"TrialComponentArn":{},"TrialComponentSource":{"shape":"Sq1"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"}}}}}},"TrialComponent":{"type":"structure","members":{"TrialComponentName":{},"DisplayName":{},"TrialComponentArn":{},"Source":{"shape":"Sq1"},"Status":{"shape":"Sgw"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"Parameters":{"shape":"Sh0"},"InputArtifacts":{"shape":"Sh4"},"OutputArtifacts":{"shape":"Sh4"},"Metrics":{"shape":"Sq3"},"MetadataProperties":{"shape":"Sp"},"SourceDetail":{"type":"structure","members":{"SourceArn":{},"TrainingJob":{"shape":"Szx"},"ProcessingJob":{"type":"structure","members":{"ProcessingInputs":{"shape":"Sei"},"ProcessingOutputConfig":{"shape":"Sf5"},"ProcessingJobName":{},"ProcessingResources":{"shape":"Sfa"},"StoppingCondition":{"shape":"Sfc"},"AppSpecification":{"shape":"Sfe"},"Environment":{"shape":"Sfg"},"NetworkConfig":{"shape":"Sdf"},"RoleArn":{},"ExperimentConfig":{"shape":"Sfh"},"ProcessingJobArn":{},"ProcessingJobStatus":{},"ExitMessage":{},"FailureReason":{},"ProcessingEndTime":{"type":"timestamp"},"ProcessingStartTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"MonitoringScheduleArn":{},"AutoMLJobArn":{},"TrainingJobArn":{},"Tags":{"shape":"S7"}}},"TransformJob":{"type":"structure","members":{"TransformJobName":{},"TransformJobArn":{},"TransformJobStatus":{},"FailureReason":{},"ModelName":{},"MaxConcurrentTransforms":{"type":"integer"},"ModelClientConfig":{"shape":"Sgl"},"MaxPayloadInMB":{"type":"integer"},"BatchStrategy":{},"Environment":{"shape":"S35"},"TransformInput":{"shape":"S38"},"TransformOutput":{"shape":"S3c"},"TransformResources":{"shape":"S3f"},"CreationTime":{"type":"timestamp"},"TransformStartTime":{"type":"timestamp"},"TransformEndTime":{"type":"timestamp"},"LabelingJobArn":{},"AutoMLJobArn":{},"DataProcessing":{"shape":"Sgo"},"ExperimentConfig":{"shape":"Sfh"},"Tags":{"shape":"S7"}}}}},"Tags":{"shape":"S7"},"Parents":{"type":"list","member":{"type":"structure","members":{"TrialName":{},"ExperimentName":{}}}}}},"Endpoint":{"type":"structure","required":["EndpointName","EndpointArn","EndpointConfigName","EndpointStatus","CreationTime","LastModifiedTime"],"members":{"EndpointName":{},"EndpointArn":{},"EndpointConfigName":{},"ProductionVariants":{"shape":"Slx"},"DataCaptureConfig":{"shape":"Sm1"},"EndpointStatus":{},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringSchedules":{"type":"list","member":{"type":"structure","members":{"MonitoringScheduleArn":{},"MonitoringScheduleName":{},"MonitoringScheduleStatus":{},"MonitoringType":{},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringScheduleConfig":{"shape":"Sd7"},"EndpointName":{},"LastMonitoringExecutionSummary":{"shape":"Sof"},"Tags":{"shape":"S7"}}}},"Tags":{"shape":"S7"}}},"ModelPackage":{"type":"structure","members":{"ModelPackageName":{},"ModelPackageGroupName":{},"ModelPackageVersion":{"type":"integer"},"ModelPackageArn":{},"ModelPackageDescription":{},"CreationTime":{"type":"timestamp"},"InferenceSpecification":{"shape":"S1t"},"SourceAlgorithmSpecification":{"shape":"Scj"},"ValidationSpecification":{"shape":"Scg"},"ModelPackageStatus":{},"ModelPackageStatusDetails":{"shape":"So2"},"CertifyForMarketplace":{"type":"boolean"},"ModelApprovalStatus":{},"CreatedBy":{"shape":"Sjt"},"MetadataProperties":{"shape":"Sp"},"ModelMetrics":{"shape":"Scn"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjt"},"ApprovalDescription":{},"Tags":{"shape":"S7"}}},"ModelPackageGroup":{"type":"structure","members":{"ModelPackageGroupName":{},"ModelPackageGroupArn":{},"ModelPackageGroupDescription":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"ModelPackageGroupStatus":{},"Tags":{"shape":"S7"}}},"Pipeline":{"type":"structure","members":{"PipelineArn":{},"PipelineName":{},"PipelineDisplayName":{},"PipelineDescription":{},"RoleArn":{},"PipelineStatus":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LastRunTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedBy":{"shape":"Sjt"},"Tags":{"shape":"S7"}}},"PipelineExecution":{"type":"structure","members":{"PipelineArn":{},"PipelineExecutionArn":{},"PipelineExecutionDisplayName":{},"PipelineExecutionStatus":{},"PipelineExecutionDescription":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjt"},"LastModifiedBy":{"shape":"Sjt"},"PipelineParameters":{"shape":"Sxl"}}},"FeatureGroup":{"type":"structure","members":{"FeatureGroupArn":{},"FeatureGroupName":{},"RecordIdentifierFeatureName":{},"EventTimeFeatureName":{},"FeatureDefinitions":{"shape":"S8i"},"CreationTime":{"type":"timestamp"},"OnlineStoreConfig":{"shape":"S8l"},"OfflineStoreConfig":{"shape":"S8n"},"RoleArn":{},"FeatureGroupStatus":{},"OfflineStoreStatus":{"shape":"Sms"},"FailureReason":{},"Description":{},"Tags":{"shape":"S7"}}}}}},"NextToken":{}}}},"StartMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName"],"members":{"MonitoringScheduleName":{}}}},"StartNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{}}}},"StartPipelineExecution":{"input":{"type":"structure","required":["PipelineName","ClientRequestToken"],"members":{"PipelineName":{},"PipelineExecutionDisplayName":{},"PipelineParameters":{"shape":"Sxl"},"PipelineExecutionDescription":{},"ClientRequestToken":{"idempotencyToken":true}}},"output":{"type":"structure","members":{"PipelineExecutionArn":{}}}},"StopAutoMLJob":{"input":{"type":"structure","required":["AutoMLJobName"],"members":{"AutoMLJobName":{}}}},"StopCompilationJob":{"input":{"type":"structure","required":["CompilationJobName"],"members":{"CompilationJobName":{}}}},"StopEdgePackagingJob":{"input":{"type":"structure","required":["EdgePackagingJobName"],"members":{"EdgePackagingJobName":{}}}},"StopHyperParameterTuningJob":{"input":{"type":"structure","required":["HyperParameterTuningJobName"],"members":{"HyperParameterTuningJobName":{}}}},"StopLabelingJob":{"input":{"type":"structure","required":["LabelingJobName"],"members":{"LabelingJobName":{}}}},"StopMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName"],"members":{"MonitoringScheduleName":{}}}},"StopNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{}}}},"StopPipelineExecution":{"input":{"type":"structure","required":["PipelineExecutionArn","ClientRequestToken"],"members":{"PipelineExecutionArn":{},"ClientRequestToken":{"idempotencyToken":true}}},"output":{"type":"structure","members":{"PipelineExecutionArn":{}}}},"StopProcessingJob":{"input":{"type":"structure","required":["ProcessingJobName"],"members":{"ProcessingJobName":{}}}},"StopTrainingJob":{"input":{"type":"structure","required":["TrainingJobName"],"members":{"TrainingJobName":{}}}},"StopTransformJob":{"input":{"type":"structure","required":["TransformJobName"],"members":{"TransformJobName":{}}}},"UpdateAction":{"input":{"type":"structure","required":["ActionName"],"members":{"ActionName":{},"Description":{},"Status":{},"Properties":{"shape":"Sn"},"PropertiesToRemove":{"shape":"S10x"}}},"output":{"type":"structure","members":{"ActionArn":{}}}},"UpdateAppImageConfig":{"input":{"type":"structure","required":["AppImageConfigName"],"members":{"AppImageConfigName":{},"KernelGatewayImageConfig":{"shape":"S3x"}}},"output":{"type":"structure","members":{"AppImageConfigArn":{}}}},"UpdateArtifact":{"input":{"type":"structure","required":["ArtifactArn"],"members":{"ArtifactArn":{},"ArtifactName":{},"Properties":{"shape":"Sn"},"PropertiesToRemove":{"shape":"S10x"}}},"output":{"type":"structure","members":{"ArtifactArn":{}}}},"UpdateCodeRepository":{"input":{"type":"structure","required":["CodeRepositoryName"],"members":{"CodeRepositoryName":{},"GitConfig":{"type":"structure","members":{"SecretArn":{}}}}},"output":{"type":"structure","required":["CodeRepositoryArn"],"members":{"CodeRepositoryArn":{}}}},"UpdateContext":{"input":{"type":"structure","required":["ContextName"],"members":{"ContextName":{},"Description":{},"Properties":{"shape":"Sn"},"PropertiesToRemove":{"shape":"S10x"}}},"output":{"type":"structure","members":{"ContextArn":{}}}},"UpdateDeviceFleet":{"input":{"type":"structure","required":["DeviceFleetName","OutputConfig"],"members":{"DeviceFleetName":{},"RoleArn":{},"Description":{},"OutputConfig":{"shape":"S70"}}}},"UpdateDevices":{"input":{"type":"structure","required":["DeviceFleetName","Devices"],"members":{"DeviceFleetName":{},"Devices":{"shape":"Szb"}}}},"UpdateDomain":{"input":{"type":"structure","required":["DomainId"],"members":{"DomainId":{},"DefaultUserSettings":{"shape":"S74"}}},"output":{"type":"structure","members":{"DomainArn":{}}}},"UpdateEndpoint":{"input":{"type":"structure","required":["EndpointName","EndpointConfigName"],"members":{"EndpointName":{},"EndpointConfigName":{},"RetainAllVariantProperties":{"type":"boolean"},"ExcludeRetainedVariantProperties":{"type":"list","member":{"type":"structure","required":["VariantPropertyType"],"members":{"VariantPropertyType":{}}}},"DeploymentConfig":{"shape":"Sm4"}}},"output":{"type":"structure","required":["EndpointArn"],"members":{"EndpointArn":{}}}},"UpdateEndpointWeightsAndCapacities":{"input":{"type":"structure","required":["EndpointName","DesiredWeightsAndCapacities"],"members":{"EndpointName":{},"DesiredWeightsAndCapacities":{"type":"list","member":{"type":"structure","required":["VariantName"],"members":{"VariantName":{},"DesiredWeight":{"type":"float"},"DesiredInstanceCount":{"type":"integer"}}}}}},"output":{"type":"structure","required":["EndpointArn"],"members":{"EndpointArn":{}}}},"UpdateExperiment":{"input":{"type":"structure","required":["ExperimentName"],"members":{"ExperimentName":{},"DisplayName":{},"Description":{}}},"output":{"type":"structure","members":{"ExperimentArn":{}}}},"UpdateImage":{"input":{"type":"structure","required":["ImageName"],"members":{"DeleteProperties":{"type":"list","member":{}},"Description":{},"DisplayName":{},"ImageName":{},"RoleArn":{}}},"output":{"type":"structure","members":{"ImageArn":{}}}},"UpdateModelPackage":{"input":{"type":"structure","required":["ModelPackageArn","ModelApprovalStatus"],"members":{"ModelPackageArn":{},"ModelApprovalStatus":{},"ApprovalDescription":{}}},"output":{"type":"structure","required":["ModelPackageArn"],"members":{"ModelPackageArn":{}}}},"UpdateMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName","MonitoringScheduleConfig"],"members":{"MonitoringScheduleName":{},"MonitoringScheduleConfig":{"shape":"Sd7"}}},"output":{"type":"structure","required":["MonitoringScheduleArn"],"members":{"MonitoringScheduleArn":{}}}},"UpdateNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{},"InstanceType":{},"RoleArn":{},"LifecycleConfigName":{},"DisassociateLifecycleConfig":{"type":"boolean"},"VolumeSizeInGB":{"type":"integer"},"DefaultCodeRepository":{},"AdditionalCodeRepositories":{"shape":"Sds"},"AcceleratorTypes":{"shape":"Sdp"},"DisassociateAcceleratorTypes":{"type":"boolean"},"DisassociateDefaultCodeRepository":{"type":"boolean"},"DisassociateAdditionalCodeRepositories":{"type":"boolean"},"RootAccess":{}}},"output":{"type":"structure","members":{}}},"UpdateNotebookInstanceLifecycleConfig":{"input":{"type":"structure","required":["NotebookInstanceLifecycleConfigName"],"members":{"NotebookInstanceLifecycleConfigName":{},"OnCreate":{"shape":"Sdx"},"OnStart":{"shape":"Sdx"}}},"output":{"type":"structure","members":{}}},"UpdatePipeline":{"input":{"type":"structure","required":["PipelineName"],"members":{"PipelineName":{},"PipelineDisplayName":{},"PipelineDefinition":{},"PipelineDescription":{},"RoleArn":{}}},"output":{"type":"structure","members":{"PipelineArn":{}}}},"UpdatePipelineExecution":{"input":{"type":"structure","required":["PipelineExecutionArn"],"members":{"PipelineExecutionArn":{},"PipelineExecutionDescription":{},"PipelineExecutionDisplayName":{}}},"output":{"type":"structure","members":{"PipelineExecutionArn":{}}}},"UpdateTrainingJob":{"input":{"type":"structure","required":["TrainingJobName"],"members":{"TrainingJobName":{},"ProfilerConfig":{"type":"structure","members":{"S3OutputPath":{},"ProfilingIntervalInMilliseconds":{"type":"long"},"ProfilingParameters":{"shape":"Sge"},"DisableProfiler":{"type":"boolean"}}},"ProfilerRuleConfigurations":{"shape":"Sgf"}}},"output":{"type":"structure","required":["TrainingJobArn"],"members":{"TrainingJobArn":{}}}},"UpdateTrial":{"input":{"type":"structure","required":["TrialName"],"members":{"TrialName":{},"DisplayName":{}}},"output":{"type":"structure","members":{"TrialArn":{}}}},"UpdateTrialComponent":{"input":{"type":"structure","required":["TrialComponentName"],"members":{"TrialComponentName":{},"DisplayName":{},"Status":{"shape":"Sgw"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"Parameters":{"shape":"Sh0"},"ParametersToRemove":{"shape":"S12e"},"InputArtifacts":{"shape":"Sh4"},"InputArtifactsToRemove":{"shape":"S12e"},"OutputArtifacts":{"shape":"Sh4"},"OutputArtifactsToRemove":{"shape":"S12e"}}},"output":{"type":"structure","members":{"TrialComponentArn":{}}}},"UpdateUserProfile":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{},"UserSettings":{"shape":"S74"}}},"output":{"type":"structure","members":{"UserProfileArn":{}}}},"UpdateWorkforce":{"input":{"type":"structure","required":["WorkforceName"],"members":{"WorkforceName":{},"SourceIpConfig":{"shape":"Shl"},"OidcConfig":{"shape":"Shi"}}},"output":{"type":"structure","required":["Workforce"],"members":{"Workforce":{"shape":"Sqd"}}}},"UpdateWorkteam":{"input":{"type":"structure","required":["WorkteamName"],"members":{"WorkteamName":{},"MemberDefinitions":{"shape":"Sht"},"Description":{},"NotificationConfiguration":{"shape":"Si1"}}},"output":{"type":"structure","required":["Workteam"],"members":{"Workteam":{"shape":"Sqh"}}}}},"shapes":{"S7":{"type":"list","member":{"type":"structure","required":["Key","Value"],"members":{"Key":{},"Value":{}}}},"Si":{"type":"structure","required":["SourceUri"],"members":{"SourceUri":{},"SourceType":{},"SourceId":{}}},"Sn":{"type":"map","key":{},"value":{}},"Sp":{"type":"structure","members":{"CommitId":{},"Repository":{},"GeneratedBy":{},"ProjectId":{}}},"Sw":{"type":"structure","required":["TrainingImage","SupportedTrainingInstanceTypes","TrainingChannels"],"members":{"TrainingImage":{},"TrainingImageDigest":{},"SupportedHyperParameters":{"type":"list","member":{"type":"structure","required":["Name","Type"],"members":{"Name":{},"Description":{},"Type":{},"Range":{"type":"structure","members":{"IntegerParameterRangeSpecification":{"type":"structure","required":["MinValue","MaxValue"],"members":{"MinValue":{},"MaxValue":{}}},"ContinuousParameterRangeSpecification":{"type":"structure","required":["MinValue","MaxValue"],"members":{"MinValue":{},"MaxValue":{}}},"CategoricalParameterRangeSpecification":{"type":"structure","required":["Values"],"members":{"Values":{"shape":"S18"}}}}},"IsTunable":{"type":"boolean"},"IsRequired":{"type":"boolean"},"DefaultValue":{}}}},"SupportedTrainingInstanceTypes":{"type":"list","member":{}},"SupportsDistributedTraining":{"type":"boolean"},"MetricDefinitions":{"shape":"S1d"},"TrainingChannels":{"type":"list","member":{"type":"structure","required":["Name","SupportedContentTypes","SupportedInputModes"],"members":{"Name":{},"Description":{},"IsRequired":{"type":"boolean"},"SupportedContentTypes":{"shape":"S1k"},"SupportedCompressionTypes":{"type":"list","member":{}},"SupportedInputModes":{"type":"list","member":{}}}}},"SupportedTuningJobObjectiveMetrics":{"type":"list","member":{"shape":"S1r"}}}},"S18":{"type":"list","member":{}},"S1d":{"type":"list","member":{"type":"structure","required":["Name","Regex"],"members":{"Name":{},"Regex":{}}}},"S1k":{"type":"list","member":{}},"S1r":{"type":"structure","required":["Type","MetricName"],"members":{"Type":{},"MetricName":{}}},"S1t":{"type":"structure","required":["Containers","SupportedContentTypes","SupportedResponseMIMETypes"],"members":{"Containers":{"type":"list","member":{"type":"structure","required":["Image"],"members":{"ContainerHostname":{},"Image":{},"ImageDigest":{},"ModelDataUrl":{},"ProductId":{}}}},"SupportedTransformInstanceTypes":{"type":"list","member":{}},"SupportedRealtimeInferenceInstanceTypes":{"type":"list","member":{}},"SupportedContentTypes":{"shape":"S1k"},"SupportedResponseMIMETypes":{"type":"list","member":{}}}},"S25":{"type":"structure","required":["ValidationRole","ValidationProfiles"],"members":{"ValidationRole":{},"ValidationProfiles":{"type":"list","member":{"type":"structure","required":["ProfileName","TrainingJobDefinition"],"members":{"ProfileName":{},"TrainingJobDefinition":{"type":"structure","required":["TrainingInputMode","InputDataConfig","OutputDataConfig","ResourceConfig","StoppingCondition"],"members":{"TrainingInputMode":{},"HyperParameters":{"shape":"S2a"},"InputDataConfig":{"shape":"S2c"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"StoppingCondition":{"shape":"S2y"}}},"TransformJobDefinition":{"shape":"S31"}}}}}},"S2a":{"type":"map","key":{},"value":{}},"S2c":{"type":"list","member":{"type":"structure","required":["ChannelName","DataSource"],"members":{"ChannelName":{},"DataSource":{"type":"structure","members":{"S3DataSource":{"type":"structure","required":["S3DataType","S3Uri"],"members":{"S3DataType":{},"S3Uri":{},"S3DataDistributionType":{},"AttributeNames":{"type":"list","member":{}}}},"FileSystemDataSource":{"type":"structure","required":["FileSystemId","FileSystemAccessMode","FileSystemType","DirectoryPath"],"members":{"FileSystemId":{},"FileSystemAccessMode":{},"FileSystemType":{},"DirectoryPath":{}}}}},"ContentType":{},"CompressionType":{},"RecordWrapperType":{},"InputMode":{},"ShuffleConfig":{"type":"structure","required":["Seed"],"members":{"Seed":{"type":"long"}}}}}},"S2t":{"type":"structure","required":["S3OutputPath"],"members":{"KmsKeyId":{},"S3OutputPath":{}}},"S2v":{"type":"structure","required":["InstanceType","InstanceCount","VolumeSizeInGB"],"members":{"InstanceType":{},"InstanceCount":{"type":"integer"},"VolumeSizeInGB":{"type":"integer"},"VolumeKmsKeyId":{}}},"S2y":{"type":"structure","members":{"MaxRuntimeInSeconds":{"type":"integer"},"MaxWaitTimeInSeconds":{"type":"integer"}}},"S31":{"type":"structure","required":["TransformInput","TransformOutput","TransformResources"],"members":{"MaxConcurrentTransforms":{"type":"integer"},"MaxPayloadInMB":{"type":"integer"},"BatchStrategy":{},"Environment":{"shape":"S35"},"TransformInput":{"shape":"S38"},"TransformOutput":{"shape":"S3c"},"TransformResources":{"shape":"S3f"}}},"S35":{"type":"map","key":{},"value":{}},"S38":{"type":"structure","required":["DataSource"],"members":{"DataSource":{"type":"structure","required":["S3DataSource"],"members":{"S3DataSource":{"type":"structure","required":["S3DataType","S3Uri"],"members":{"S3DataType":{},"S3Uri":{}}}}},"ContentType":{},"CompressionType":{},"SplitType":{}}},"S3c":{"type":"structure","required":["S3OutputPath"],"members":{"S3OutputPath":{},"Accept":{},"AssembleWith":{},"KmsKeyId":{}}},"S3f":{"type":"structure","required":["InstanceType","InstanceCount"],"members":{"InstanceType":{},"InstanceCount":{"type":"integer"},"VolumeKmsKeyId":{}}},"S3p":{"type":"structure","members":{"SageMakerImageArn":{},"SageMakerImageVersionArn":{},"InstanceType":{}}},"S3x":{"type":"structure","required":["KernelSpecs"],"members":{"KernelSpecs":{"type":"list","member":{"type":"structure","required":["Name"],"members":{"Name":{},"DisplayName":{}}}},"FileSystemConfig":{"type":"structure","members":{"MountPath":{},"DefaultUid":{"type":"integer"},"DefaultGid":{"type":"integer"}}}}},"S49":{"type":"structure","required":["SourceUri"],"members":{"SourceUri":{},"SourceTypes":{"type":"list","member":{"type":"structure","required":["SourceIdType","Value"],"members":{"SourceIdType":{},"Value":{}}}}}},"S4h":{"type":"list","member":{"type":"structure","required":["DataSource","TargetAttributeName"],"members":{"DataSource":{"type":"structure","required":["S3DataSource"],"members":{"S3DataSource":{"type":"structure","required":["S3DataType","S3Uri"],"members":{"S3DataType":{},"S3Uri":{}}}}},"CompressionType":{},"TargetAttributeName":{}}}},"S4n":{"type":"structure","required":["S3OutputPath"],"members":{"KmsKeyId":{},"S3OutputPath":{}}},"S4p":{"type":"structure","required":["MetricName"],"members":{"MetricName":{}}},"S4r":{"type":"structure","members":{"CompletionCriteria":{"shape":"S4s"},"SecurityConfig":{"type":"structure","members":{"VolumeKmsKeyId":{},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"VpcConfig":{"shape":"S4x"}}}}},"S4s":{"type":"structure","members":{"MaxCandidates":{"type":"integer"},"MaxRuntimePerTrainingJobInSeconds":{"type":"integer"},"MaxAutoMLJobRuntimeInSeconds":{"type":"integer"}}},"S4x":{"type":"structure","required":["SecurityGroupIds","Subnets"],"members":{"SecurityGroupIds":{"type":"list","member":{}},"Subnets":{"shape":"S50"}}},"S50":{"type":"list","member":{}},"S56":{"type":"structure","required":["RepositoryUrl"],"members":{"RepositoryUrl":{},"Branch":{},"SecretArn":{}}},"S5d":{"type":"structure","required":["S3Uri","DataInputConfig","Framework"],"members":{"S3Uri":{},"DataInputConfig":{},"Framework":{},"FrameworkVersion":{}}},"S5h":{"type":"structure","required":["S3OutputLocation"],"members":{"S3OutputLocation":{},"TargetDevice":{},"TargetPlatform":{"type":"structure","required":["Os","Arch"],"members":{"Os":{},"Arch":{},"Accelerator":{}}},"CompilerOptions":{},"KmsKeyId":{}}},"S5r":{"type":"structure","required":["SourceUri"],"members":{"SourceUri":{},"SourceType":{},"SourceId":{}}},"S5w":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"},"StatisticsResource":{"shape":"S5z"}}},"S5y":{"type":"structure","members":{"S3Uri":{}}},"S5z":{"type":"structure","members":{"S3Uri":{}}},"S60":{"type":"structure","required":["ImageUri"],"members":{"ImageUri":{},"ContainerEntrypoint":{"shape":"S62"},"ContainerArguments":{"shape":"S64"},"RecordPreprocessorSourceUri":{},"PostAnalyticsProcessorSourceUri":{},"Environment":{"shape":"S66"}}},"S62":{"type":"list","member":{}},"S64":{"type":"list","member":{}},"S66":{"type":"map","key":{},"value":{}},"S69":{"type":"structure","required":["EndpointInput"],"members":{"EndpointInput":{"shape":"S6a"}}},"S6a":{"type":"structure","required":["EndpointName","LocalPath"],"members":{"EndpointName":{},"LocalPath":{},"S3InputMode":{},"S3DataDistributionType":{},"FeaturesAttribute":{},"InferenceAttribute":{},"ProbabilityAttribute":{},"ProbabilityThresholdAttribute":{"type":"double"},"StartTimeOffset":{},"EndTimeOffset":{}}},"S6i":{"type":"structure","required":["MonitoringOutputs"],"members":{"MonitoringOutputs":{"type":"list","member":{"type":"structure","required":["S3Output"],"members":{"S3Output":{"type":"structure","required":["S3Uri","LocalPath"],"members":{"S3Uri":{},"LocalPath":{},"S3UploadMode":{}}}}}},"KmsKeyId":{}}},"S6o":{"type":"structure","required":["ClusterConfig"],"members":{"ClusterConfig":{"type":"structure","required":["InstanceCount","InstanceType","VolumeSizeInGB"],"members":{"InstanceCount":{"type":"integer"},"InstanceType":{},"VolumeSizeInGB":{"type":"integer"},"VolumeKmsKeyId":{}}}}},"S6t":{"type":"structure","members":{"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableNetworkIsolation":{"type":"boolean"},"VpcConfig":{"shape":"S4x"}}},"S6u":{"type":"structure","required":["MaxRuntimeInSeconds"],"members":{"MaxRuntimeInSeconds":{"type":"integer"}}},"S70":{"type":"structure","required":["S3OutputLocation"],"members":{"S3OutputLocation":{},"KmsKeyId":{}}},"S74":{"type":"structure","members":{"ExecutionRole":{},"SecurityGroups":{"shape":"S75"},"SharingSettings":{"type":"structure","members":{"NotebookOutputOption":{},"S3OutputPath":{},"S3KmsKeyId":{}}},"JupyterServerAppSettings":{"type":"structure","members":{"DefaultResourceSpec":{"shape":"S3p"}}},"KernelGatewayAppSettings":{"type":"structure","members":{"DefaultResourceSpec":{"shape":"S3p"},"CustomImages":{"type":"list","member":{"type":"structure","required":["ImageName","AppImageConfigName"],"members":{"ImageName":{},"ImageVersionNumber":{"type":"integer"},"AppImageConfigName":{}}}}}},"TensorBoardAppSettings":{"type":"structure","members":{"DefaultResourceSpec":{"shape":"S3p"}}}}},"S75":{"type":"list","member":{}},"S7r":{"type":"list","member":{"type":"structure","required":["VariantName","ModelName","InitialInstanceCount","InstanceType"],"members":{"VariantName":{},"ModelName":{},"InitialInstanceCount":{"type":"integer"},"InstanceType":{},"InitialVariantWeight":{"type":"float"},"AcceleratorType":{}}}},"S7y":{"type":"structure","required":["InitialSamplingPercentage","DestinationS3Uri","CaptureOptions"],"members":{"EnableCapture":{"type":"boolean"},"InitialSamplingPercentage":{"type":"integer"},"DestinationS3Uri":{},"KmsKeyId":{},"CaptureOptions":{"type":"list","member":{"type":"structure","required":["CaptureMode"],"members":{"CaptureMode":{}}}},"CaptureContentTypeHeader":{"type":"structure","members":{"CsvContentTypes":{"type":"list","member":{}},"JsonContentTypes":{"type":"list","member":{}}}}}},"S8i":{"type":"list","member":{"type":"structure","members":{"FeatureName":{},"FeatureType":{}}}},"S8l":{"type":"structure","members":{"SecurityConfig":{"type":"structure","members":{"KmsKeyId":{}}},"EnableOnlineStore":{"type":"boolean"}}},"S8n":{"type":"structure","required":["S3StorageConfig"],"members":{"S3StorageConfig":{"type":"structure","required":["S3Uri"],"members":{"S3Uri":{},"KmsKeyId":{}}},"DisableGlueTableCreation":{"type":"boolean"},"DataCatalogConfig":{"type":"structure","required":["TableName","Catalog","Database"],"members":{"TableName":{},"Catalog":{},"Database":{}}}}},"S8y":{"type":"structure","required":["AwsManagedHumanLoopRequestSource"],"members":{"AwsManagedHumanLoopRequestSource":{}}},"S90":{"type":"structure","required":["HumanLoopActivationConditionsConfig"],"members":{"HumanLoopActivationConditionsConfig":{"type":"structure","required":["HumanLoopActivationConditions"],"members":{"HumanLoopActivationConditions":{"jsonvalue":true}}}}},"S93":{"type":"structure","required":["WorkteamArn","HumanTaskUiArn","TaskTitle","TaskDescription","TaskCount"],"members":{"WorkteamArn":{},"HumanTaskUiArn":{},"TaskTitle":{},"TaskDescription":{},"TaskCount":{"type":"integer"},"TaskAvailabilityLifetimeInSeconds":{"type":"integer"},"TaskTimeLimitInSeconds":{"type":"integer"},"TaskKeywords":{"type":"list","member":{}},"PublicWorkforceTaskPrice":{"shape":"S9d"}}},"S9d":{"type":"structure","members":{"AmountInUsd":{"type":"structure","members":{"Dollars":{"type":"integer"},"Cents":{"type":"integer"},"TenthFractionsOfACent":{"type":"integer"}}}}},"S9i":{"type":"structure","required":["S3OutputPath"],"members":{"S3OutputPath":{},"KmsKeyId":{}}},"S9n":{"type":"structure","required":["Content"],"members":{"Content":{}}},"S9s":{"type":"structure","required":["Strategy","ResourceLimits"],"members":{"Strategy":{},"HyperParameterTuningJobObjective":{"shape":"S1r"},"ResourceLimits":{"shape":"S9u"},"ParameterRanges":{"shape":"S9x"},"TrainingJobEarlyStoppingType":{},"TuningJobCompletionCriteria":{"type":"structure","required":["TargetObjectiveMetricValue"],"members":{"TargetObjectiveMetricValue":{"type":"float"}}}}},"S9u":{"type":"structure","required":["MaxNumberOfTrainingJobs","MaxParallelTrainingJobs"],"members":{"MaxNumberOfTrainingJobs":{"type":"integer"},"MaxParallelTrainingJobs":{"type":"integer"}}},"S9x":{"type":"structure","members":{"IntegerParameterRanges":{"type":"list","member":{"type":"structure","required":["Name","MinValue","MaxValue"],"members":{"Name":{},"MinValue":{},"MaxValue":{},"ScalingType":{}}}},"ContinuousParameterRanges":{"type":"list","member":{"type":"structure","required":["Name","MinValue","MaxValue"],"members":{"Name":{},"MinValue":{},"MaxValue":{},"ScalingType":{}}}},"CategoricalParameterRanges":{"type":"list","member":{"type":"structure","required":["Name","Values"],"members":{"Name":{},"Values":{"shape":"S18"}}}}}},"Sa9":{"type":"structure","required":["AlgorithmSpecification","RoleArn","OutputDataConfig","ResourceConfig","StoppingCondition"],"members":{"DefinitionName":{},"TuningObjective":{"shape":"S1r"},"HyperParameterRanges":{"shape":"S9x"},"StaticHyperParameters":{"shape":"S2a"},"AlgorithmSpecification":{"type":"structure","required":["TrainingInputMode"],"members":{"TrainingImage":{},"TrainingInputMode":{},"AlgorithmName":{},"MetricDefinitions":{"shape":"S1d"}}},"RoleArn":{},"InputDataConfig":{"shape":"S2c"},"VpcConfig":{"shape":"S4x"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"StoppingCondition":{"shape":"S2y"},"EnableNetworkIsolation":{"type":"boolean"},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableManagedSpotTraining":{"type":"boolean"},"CheckpointConfig":{"shape":"Sae"}}},"Sae":{"type":"structure","required":["S3Uri"],"members":{"S3Uri":{},"LocalPath":{}}},"Saf":{"type":"list","member":{"shape":"Sa9"}},"Sag":{"type":"structure","required":["ParentHyperParameterTuningJobs","WarmStartType"],"members":{"ParentHyperParameterTuningJobs":{"type":"list","member":{"type":"structure","members":{"HyperParameterTuningJobName":{}}}},"WarmStartType":{}}},"Sax":{"type":"structure","required":["DataSource"],"members":{"DataSource":{"type":"structure","members":{"S3DataSource":{"type":"structure","required":["ManifestS3Uri"],"members":{"ManifestS3Uri":{}}},"SnsDataSource":{"type":"structure","required":["SnsTopicArn"],"members":{"SnsTopicArn":{}}}}},"DataAttributes":{"type":"structure","members":{"ContentClassifiers":{"type":"list","member":{}}}}}},"Sb5":{"type":"structure","required":["S3OutputPath"],"members":{"S3OutputPath":{},"KmsKeyId":{},"SnsTopicArn":{}}},"Sb6":{"type":"structure","members":{"MaxHumanLabeledObjectCount":{"type":"integer"},"MaxPercentageOfInputDatasetLabeled":{"type":"integer"}}},"Sb9":{"type":"structure","required":["LabelingJobAlgorithmSpecificationArn"],"members":{"LabelingJobAlgorithmSpecificationArn":{},"InitialActiveLearningModelArn":{},"LabelingJobResourceConfig":{"type":"structure","members":{"VolumeKmsKeyId":{}}}}},"Sbd":{"type":"structure","required":["WorkteamArn","UiConfig","PreHumanTaskLambdaArn","TaskTitle","TaskDescription","NumberOfHumanWorkersPerDataObject","TaskTimeLimitInSeconds","AnnotationConsolidationConfig"],"members":{"WorkteamArn":{},"UiConfig":{"type":"structure","members":{"UiTemplateS3Uri":{},"HumanTaskUiArn":{}}},"PreHumanTaskLambdaArn":{},"TaskKeywords":{"type":"list","member":{}},"TaskTitle":{},"TaskDescription":{},"NumberOfHumanWorkersPerDataObject":{"type":"integer"},"TaskTimeLimitInSeconds":{"type":"integer"},"TaskAvailabilityLifetimeInSeconds":{"type":"integer"},"MaxConcurrentTaskCount":{"type":"integer"},"AnnotationConsolidationConfig":{"type":"structure","required":["AnnotationConsolidationLambdaArn"],"members":{"AnnotationConsolidationLambdaArn":{}}},"PublicWorkforceTaskPrice":{"shape":"S9d"}}},"Sbs":{"type":"structure","members":{"ContainerHostname":{},"Image":{},"ImageConfig":{"type":"structure","required":["RepositoryAccessMode"],"members":{"RepositoryAccessMode":{}}},"Mode":{},"ModelDataUrl":{},"Environment":{"shape":"Sbw"},"ModelPackageName":{},"MultiModelConfig":{"type":"structure","members":{"ModelCacheSetting":{}}}}},"Sbw":{"type":"map","key":{},"value":{}},"Sc2":{"type":"list","member":{"shape":"Sbs"}},"Sc5":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"}}},"Sc6":{"type":"structure","required":["ImageUri","ConfigUri"],"members":{"ImageUri":{},"ConfigUri":{},"Environment":{"shape":"S66"}}},"Sc7":{"type":"structure","required":["EndpointInput","GroundTruthS3Input"],"members":{"EndpointInput":{"shape":"S6a"},"GroundTruthS3Input":{"shape":"Sc8"}}},"Sc8":{"type":"structure","members":{"S3Uri":{}}},"Scb":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"}}},"Scc":{"type":"structure","required":["ImageUri","ConfigUri"],"members":{"ImageUri":{},"ConfigUri":{},"Environment":{"shape":"S66"}}},"Scd":{"type":"structure","required":["EndpointInput"],"members":{"EndpointInput":{"shape":"S6a"}}},"Scg":{"type":"structure","required":["ValidationRole","ValidationProfiles"],"members":{"ValidationRole":{},"ValidationProfiles":{"type":"list","member":{"type":"structure","required":["ProfileName","TransformJobDefinition"],"members":{"ProfileName":{},"TransformJobDefinition":{"shape":"S31"}}}}}},"Scj":{"type":"structure","required":["SourceAlgorithms"],"members":{"SourceAlgorithms":{"type":"list","member":{"type":"structure","required":["AlgorithmName"],"members":{"ModelDataUrl":{},"AlgorithmName":{}}}}}},"Scn":{"type":"structure","members":{"ModelQuality":{"type":"structure","members":{"Statistics":{"shape":"Scp"},"Constraints":{"shape":"Scp"}}},"ModelDataQuality":{"type":"structure","members":{"Statistics":{"shape":"Scp"},"Constraints":{"shape":"Scp"}}},"Bias":{"type":"structure","members":{"Report":{"shape":"Scp"}}},"Explainability":{"type":"structure","members":{"Report":{"shape":"Scp"}}}}},"Scp":{"type":"structure","required":["ContentType","S3Uri"],"members":{"ContentType":{},"ContentDigest":{},"S3Uri":{}}},"Sd0":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"}}},"Sd1":{"type":"structure","required":["ImageUri"],"members":{"ImageUri":{},"ContainerEntrypoint":{"shape":"S62"},"ContainerArguments":{"shape":"S64"},"RecordPreprocessorSourceUri":{},"PostAnalyticsProcessorSourceUri":{},"ProblemType":{},"Environment":{"shape":"S66"}}},"Sd3":{"type":"structure","required":["EndpointInput","GroundTruthS3Input"],"members":{"EndpointInput":{"shape":"S6a"},"GroundTruthS3Input":{"shape":"Sc8"}}},"Sd7":{"type":"structure","members":{"ScheduleConfig":{"type":"structure","required":["ScheduleExpression"],"members":{"ScheduleExpression":{}}},"MonitoringJobDefinition":{"type":"structure","required":["MonitoringInputs","MonitoringOutputConfig","MonitoringResources","MonitoringAppSpecification","RoleArn"],"members":{"BaselineConfig":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"},"StatisticsResource":{"shape":"S5z"}}},"MonitoringInputs":{"type":"list","member":{"type":"structure","required":["EndpointInput"],"members":{"EndpointInput":{"shape":"S6a"}}}},"MonitoringOutputConfig":{"shape":"S6i"},"MonitoringResources":{"shape":"S6o"},"MonitoringAppSpecification":{"type":"structure","required":["ImageUri"],"members":{"ImageUri":{},"ContainerEntrypoint":{"shape":"S62"},"ContainerArguments":{"shape":"S64"},"RecordPreprocessorSourceUri":{},"PostAnalyticsProcessorSourceUri":{}}},"StoppingCondition":{"shape":"S6u"},"Environment":{"shape":"S66"},"NetworkConfig":{"shape":"Sdf"},"RoleArn":{}}},"MonitoringJobDefinitionName":{},"MonitoringType":{}}},"Sdf":{"type":"structure","members":{"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableNetworkIsolation":{"type":"boolean"},"VpcConfig":{"shape":"S4x"}}},"Sdp":{"type":"list","member":{}},"Sds":{"type":"list","member":{}},"Sdx":{"type":"list","member":{"type":"structure","members":{"Content":{}}}},"Sei":{"type":"list","member":{"type":"structure","required":["InputName"],"members":{"InputName":{},"AppManaged":{"type":"boolean"},"S3Input":{"type":"structure","required":["S3Uri","S3DataType"],"members":{"S3Uri":{},"LocalPath":{},"S3DataType":{},"S3InputMode":{},"S3DataDistributionType":{},"S3CompressionType":{}}},"DatasetDefinition":{"type":"structure","members":{"AthenaDatasetDefinition":{"type":"structure","required":["Catalog","Database","QueryString","OutputS3Uri","OutputFormat"],"members":{"Catalog":{},"Database":{},"QueryString":{},"WorkGroup":{},"OutputS3Uri":{},"KmsKeyId":{},"OutputFormat":{},"OutputCompression":{}}},"RedshiftDatasetDefinition":{"type":"structure","required":["ClusterId","Database","DbUser","QueryString","ClusterRoleArn","OutputS3Uri","OutputFormat"],"members":{"ClusterId":{},"Database":{},"DbUser":{},"QueryString":{},"ClusterRoleArn":{},"OutputS3Uri":{},"KmsKeyId":{},"OutputFormat":{},"OutputCompression":{}}},"LocalPath":{},"DataDistributionType":{},"InputMode":{}}}}}},"Sf5":{"type":"structure","required":["Outputs"],"members":{"Outputs":{"type":"list","member":{"type":"structure","required":["OutputName"],"members":{"OutputName":{},"S3Output":{"type":"structure","required":["S3Uri","LocalPath","S3UploadMode"],"members":{"S3Uri":{},"LocalPath":{},"S3UploadMode":{}}},"FeatureStoreOutput":{"type":"structure","required":["FeatureGroupName"],"members":{"FeatureGroupName":{}}},"AppManaged":{"type":"boolean"}}}},"KmsKeyId":{}}},"Sfa":{"type":"structure","required":["ClusterConfig"],"members":{"ClusterConfig":{"type":"structure","required":["InstanceCount","InstanceType","VolumeSizeInGB"],"members":{"InstanceCount":{"type":"integer"},"InstanceType":{},"VolumeSizeInGB":{"type":"integer"},"VolumeKmsKeyId":{}}}}},"Sfc":{"type":"structure","required":["MaxRuntimeInSeconds"],"members":{"MaxRuntimeInSeconds":{"type":"integer"}}},"Sfe":{"type":"structure","required":["ImageUri"],"members":{"ImageUri":{},"ContainerEntrypoint":{"shape":"S62"},"ContainerArguments":{"type":"list","member":{}}}},"Sfg":{"type":"map","key":{},"value":{}},"Sfh":{"type":"structure","members":{"ExperimentName":{},"TrialName":{},"TrialComponentDisplayName":{}}},"Sfm":{"type":"structure","required":["ProductId","ProvisioningArtifactId"],"members":{"ProductId":{},"ProvisioningArtifactId":{},"PathId":{},"ProvisioningParameters":{"type":"list","member":{"type":"structure","members":{"Key":{},"Value":{}}}}}},"Sfx":{"type":"structure","required":["TrainingInputMode"],"members":{"TrainingImage":{},"AlgorithmName":{},"TrainingInputMode":{},"MetricDefinitions":{"shape":"S1d"},"EnableSageMakerMetricsTimeSeries":{"type":"boolean"}}},"Sfy":{"type":"structure","required":["S3OutputPath"],"members":{"LocalPath":{},"S3OutputPath":{},"HookParameters":{"type":"map","key":{},"value":{}},"CollectionConfigurations":{"type":"list","member":{"type":"structure","members":{"CollectionName":{},"CollectionParameters":{"type":"map","key":{},"value":{}}}}}}},"Sg6":{"type":"list","member":{"type":"structure","required":["RuleConfigurationName","RuleEvaluatorImage"],"members":{"RuleConfigurationName":{},"LocalPath":{},"S3OutputPath":{},"RuleEvaluatorImage":{},"InstanceType":{},"VolumeSizeInGB":{"type":"integer"},"RuleParameters":{"shape":"Sga"}}}},"Sga":{"type":"map","key":{},"value":{}},"Sgb":{"type":"structure","required":["S3OutputPath"],"members":{"LocalPath":{},"S3OutputPath":{}}},"Sgc":{"type":"structure","required":["S3OutputPath"],"members":{"S3OutputPath":{},"ProfilingIntervalInMilliseconds":{"type":"long"},"ProfilingParameters":{"shape":"Sge"}}},"Sge":{"type":"map","key":{},"value":{}},"Sgf":{"type":"list","member":{"type":"structure","required":["RuleConfigurationName","RuleEvaluatorImage"],"members":{"RuleConfigurationName":{},"LocalPath":{},"S3OutputPath":{},"RuleEvaluatorImage":{},"InstanceType":{},"VolumeSizeInGB":{"type":"integer"},"RuleParameters":{"shape":"Sga"}}}},"Sgl":{"type":"structure","members":{"InvocationsTimeoutInSeconds":{"type":"integer"},"InvocationsMaxRetries":{"type":"integer"}}},"Sgo":{"type":"structure","members":{"InputFilter":{},"OutputFilter":{},"JoinSource":{}}},"Sgw":{"type":"structure","members":{"PrimaryStatus":{},"Message":{}}},"Sh0":{"type":"map","key":{},"value":{"type":"structure","members":{"StringValue":{},"NumberValue":{"type":"double"}}}},"Sh4":{"type":"map","key":{},"value":{"type":"structure","required":["Value"],"members":{"MediaType":{},"Value":{}}}},"Shf":{"type":"structure","required":["UserPool","ClientId"],"members":{"UserPool":{},"ClientId":{}}},"Shi":{"type":"structure","required":["ClientId","ClientSecret","Issuer","AuthorizationEndpoint","TokenEndpoint","UserInfoEndpoint","LogoutEndpoint","JwksUri"],"members":{"ClientId":{},"ClientSecret":{"type":"string","sensitive":true},"Issuer":{},"AuthorizationEndpoint":{},"TokenEndpoint":{},"UserInfoEndpoint":{},"LogoutEndpoint":{},"JwksUri":{}}},"Shl":{"type":"structure","required":["Cidrs"],"members":{"Cidrs":{"type":"list","member":{}}}},"Sht":{"type":"list","member":{"type":"structure","members":{"CognitoMemberDefinition":{"type":"structure","required":["UserPool","UserGroup","ClientId"],"members":{"UserPool":{},"UserGroup":{},"ClientId":{}}},"OidcMemberDefinition":{"type":"structure","required":["Groups"],"members":{"Groups":{"type":"list","member":{}}}}}}},"Si1":{"type":"structure","members":{"NotificationTopicArn":{}}},"Sjt":{"type":"structure","members":{"UserProfileArn":{},"UserProfileName":{},"DomainId":{}}},"Sjz":{"type":"list","member":{"type":"structure","required":["Name","Status"],"members":{"Name":{},"Status":{},"FailureReason":{}}}},"Skd":{"type":"structure","required":["CandidateName","ObjectiveStatus","CandidateSteps","CandidateStatus","CreationTime","LastModifiedTime"],"members":{"CandidateName":{},"FinalAutoMLJobObjectiveMetric":{"type":"structure","required":["MetricName","Value"],"members":{"Type":{},"MetricName":{},"Value":{"type":"float"}}},"ObjectiveStatus":{},"CandidateSteps":{"type":"list","member":{"type":"structure","required":["CandidateStepType","CandidateStepArn","CandidateStepName"],"members":{"CandidateStepType":{},"CandidateStepArn":{},"CandidateStepName":{}}}},"CandidateStatus":{},"InferenceContainers":{"type":"list","member":{"type":"structure","required":["Image","ModelDataUrl"],"members":{"Image":{},"ModelDataUrl":{},"Environment":{"shape":"Sbw"}}}},"CreationTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{}}},"Sl3":{"type":"structure","required":["S3ModelArtifacts"],"members":{"S3ModelArtifacts":{}}},"Slx":{"type":"list","member":{"type":"structure","required":["VariantName"],"members":{"VariantName":{},"DeployedImages":{"type":"list","member":{"type":"structure","members":{"SpecifiedImage":{},"ResolvedImage":{},"ResolutionTime":{"type":"timestamp"}}}},"CurrentWeight":{"type":"float"},"DesiredWeight":{"type":"float"},"CurrentInstanceCount":{"type":"integer"},"DesiredInstanceCount":{"type":"integer"}}}},"Sm1":{"type":"structure","required":["EnableCapture","CaptureStatus","CurrentSamplingPercentage","DestinationS3Uri","KmsKeyId"],"members":{"EnableCapture":{"type":"boolean"},"CaptureStatus":{},"CurrentSamplingPercentage":{"type":"integer"},"DestinationS3Uri":{},"KmsKeyId":{}}},"Sm4":{"type":"structure","required":["BlueGreenUpdatePolicy"],"members":{"BlueGreenUpdatePolicy":{"type":"structure","required":["TrafficRoutingConfiguration"],"members":{"TrafficRoutingConfiguration":{"type":"structure","required":["Type","WaitIntervalInSeconds"],"members":{"Type":{},"WaitIntervalInSeconds":{"type":"integer"},"CanarySize":{"type":"structure","required":["Type","Value"],"members":{"Type":{},"Value":{"type":"integer"}}}}},"TerminationWaitInSeconds":{"type":"integer"},"MaximumExecutionTimeoutInSeconds":{"type":"integer"}}},"AutoRollbackConfiguration":{"type":"structure","members":{"Alarms":{"type":"list","member":{"type":"structure","members":{"AlarmName":{}}}}}}}},"Smm":{"type":"structure","required":["SourceArn"],"members":{"SourceArn":{},"SourceType":{}}},"Sms":{"type":"structure","required":["Status"],"members":{"Status":{},"BlockedReason":{}}},"Sn7":{"type":"structure","members":{"Completed":{"type":"integer"},"InProgress":{"type":"integer"},"RetryableError":{"type":"integer"},"NonRetryableError":{"type":"integer"},"Stopped":{"type":"integer"}}},"Sn9":{"type":"structure","members":{"Succeeded":{"type":"integer"},"Pending":{"type":"integer"},"Failed":{"type":"integer"}}},"Snb":{"type":"structure","required":["TrainingJobName","TrainingJobArn","CreationTime","TrainingJobStatus","TunedHyperParameters"],"members":{"TrainingJobDefinitionName":{},"TrainingJobName":{},"TrainingJobArn":{},"TuningJobName":{},"CreationTime":{"type":"timestamp"},"TrainingStartTime":{"type":"timestamp"},"TrainingEndTime":{"type":"timestamp"},"TrainingJobStatus":{},"TunedHyperParameters":{"shape":"S2a"},"FailureReason":{},"FinalHyperParameterTuningJobObjectiveMetric":{"type":"structure","required":["MetricName","Value"],"members":{"Type":{},"MetricName":{},"Value":{"type":"float"}}},"ObjectiveStatus":{}}},"Sno":{"type":"structure","members":{"TotalLabeled":{"type":"integer"},"HumanLabeled":{"type":"integer"},"MachineLabeled":{"type":"integer"},"FailedNonRetryableError":{"type":"integer"},"Unlabeled":{"type":"integer"}}},"Snr":{"type":"structure","required":["OutputDatasetS3Uri"],"members":{"OutputDatasetS3Uri":{},"FinalActiveLearningModelArn":{}}},"So2":{"type":"structure","required":["ValidationStatuses"],"members":{"ValidationStatuses":{"shape":"So3"},"ImageScanStatuses":{"shape":"So3"}}},"So3":{"type":"list","member":{"type":"structure","required":["Name","Status"],"members":{"Name":{},"Status":{},"FailureReason":{}}}},"Sof":{"type":"structure","required":["MonitoringScheduleName","ScheduledTime","CreationTime","LastModifiedTime","MonitoringExecutionStatus"],"members":{"MonitoringScheduleName":{},"ScheduledTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringExecutionStatus":{},"ProcessingJobArn":{},"EndpointName":{},"FailureReason":{},"MonitoringJobDefinitionName":{},"MonitoringType":{}}},"Sp9":{"type":"structure","required":["WorkteamArn"],"members":{"WorkteamArn":{},"MarketplaceTitle":{},"SellerName":{},"MarketplaceDescription":{},"ListingId":{}}},"Spd":{"type":"list","member":{"type":"structure","required":["Status","StartTime"],"members":{"Status":{},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"StatusMessage":{}}}},"Spg":{"type":"list","member":{"type":"structure","members":{"MetricName":{},"Value":{"type":"float"},"Timestamp":{"type":"timestamp"}}}},"Spl":{"type":"list","member":{"type":"structure","members":{"RuleConfigurationName":{},"RuleEvaluationJobArn":{},"RuleEvaluationStatus":{},"StatusDetails":{},"LastModifiedTime":{"type":"timestamp"}}}},"Spx":{"type":"structure","required":["SourceArn"],"members":{"SourceArn":{},"SourceType":{}}},"Sq1":{"type":"structure","required":["SourceArn"],"members":{"SourceArn":{},"SourceType":{}}},"Sq3":{"type":"list","member":{"type":"structure","members":{"MetricName":{},"SourceArn":{},"TimeStamp":{"type":"timestamp"},"Max":{"type":"double"},"Min":{"type":"double"},"Last":{"type":"double"},"Count":{"type":"integer"},"Avg":{"type":"double"},"StdDev":{"type":"double"}}}},"Sqd":{"type":"structure","required":["WorkforceName","WorkforceArn"],"members":{"WorkforceName":{},"WorkforceArn":{},"LastUpdatedDate":{"type":"timestamp"},"SourceIpConfig":{"shape":"Shl"},"SubDomain":{},"CognitoConfig":{"shape":"Shf"},"OidcConfig":{"type":"structure","members":{"ClientId":{},"Issuer":{},"AuthorizationEndpoint":{},"TokenEndpoint":{},"UserInfoEndpoint":{},"LogoutEndpoint":{},"JwksUri":{}}},"CreateDate":{"type":"timestamp"}}},"Sqh":{"type":"structure","required":["WorkteamName","MemberDefinitions","WorkteamArn","Description"],"members":{"WorkteamName":{},"MemberDefinitions":{"shape":"Sht"},"WorkteamArn":{},"WorkforceArn":{},"ProductListingIds":{"type":"list","member":{}},"Description":{},"SubDomain":{},"CreateDate":{"type":"timestamp"},"LastUpdatedDate":{"type":"timestamp"},"NotificationConfiguration":{"shape":"Si1"}}},"St7":{"type":"list","member":{"type":"structure","required":["MonitoringJobDefinitionName","MonitoringJobDefinitionArn","CreationTime","EndpointName"],"members":{"MonitoringJobDefinitionName":{},"MonitoringJobDefinitionArn":{},"CreationTime":{"type":"timestamp"},"EndpointName":{}}}},"Sxl":{"type":"list","member":{"type":"structure","required":["Name","Value"],"members":{"Name":{},"Value":{}}}},"Szb":{"type":"list","member":{"type":"structure","required":["DeviceName"],"members":{"DeviceName":{},"Description":{},"IotThingName":{}}}},"Szk":{"type":"structure","members":{"Filters":{"shape":"Szl"},"NestedFilters":{"type":"list","member":{"type":"structure","required":["NestedPropertyName","Filters"],"members":{"NestedPropertyName":{},"Filters":{"shape":"Szl"}}}},"SubExpressions":{"type":"list","member":{"shape":"Szk"}},"Operator":{}}},"Szl":{"type":"list","member":{"type":"structure","required":["Name"],"members":{"Name":{},"Operator":{},"Value":{}}}},"Szx":{"type":"structure","members":{"TrainingJobName":{},"TrainingJobArn":{},"TuningJobArn":{},"LabelingJobArn":{},"AutoMLJobArn":{},"ModelArtifacts":{"shape":"Sl3"},"TrainingJobStatus":{},"SecondaryStatus":{},"FailureReason":{},"HyperParameters":{"shape":"S2a"},"AlgorithmSpecification":{"shape":"Sfx"},"RoleArn":{},"InputDataConfig":{"shape":"S2c"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"VpcConfig":{"shape":"S4x"},"StoppingCondition":{"shape":"S2y"},"CreationTime":{"type":"timestamp"},"TrainingStartTime":{"type":"timestamp"},"TrainingEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"SecondaryStatusTransitions":{"shape":"Spd"},"FinalMetricDataList":{"shape":"Spg"},"EnableNetworkIsolation":{"type":"boolean"},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableManagedSpotTraining":{"type":"boolean"},"CheckpointConfig":{"shape":"Sae"},"TrainingTimeInSeconds":{"type":"integer"},"BillableTimeInSeconds":{"type":"integer"},"DebugHookConfig":{"shape":"Sfy"},"ExperimentConfig":{"shape":"Sfh"},"DebugRuleConfigurations":{"shape":"Sg6"},"TensorBoardOutputConfig":{"shape":"Sgb"},"DebugRuleEvaluationStatuses":{"shape":"Spl"},"Tags":{"shape":"S7"}}},"S10x":{"type":"list","member":{}},"S12e":{"type":"list","member":{}}}} + module.exports = {"version":"2.0","metadata":{"apiVersion":"2017-07-24","endpointPrefix":"api.sagemaker","jsonVersion":"1.1","protocol":"json","serviceAbbreviation":"SageMaker","serviceFullName":"Amazon SageMaker Service","serviceId":"SageMaker","signatureVersion":"v4","signingName":"sagemaker","targetPrefix":"SageMaker","uid":"sagemaker-2017-07-24"},"operations":{"AddAssociation":{"input":{"type":"structure","required":["SourceArn","DestinationArn"],"members":{"SourceArn":{},"DestinationArn":{},"AssociationType":{}}},"output":{"type":"structure","members":{"SourceArn":{},"DestinationArn":{}}}},"AddTags":{"input":{"type":"structure","required":["ResourceArn","Tags"],"members":{"ResourceArn":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"Tags":{"shape":"S7"}}}},"AssociateTrialComponent":{"input":{"type":"structure","required":["TrialComponentName","TrialName"],"members":{"TrialComponentName":{},"TrialName":{}}},"output":{"type":"structure","members":{"TrialComponentArn":{},"TrialArn":{}}}},"CreateAction":{"input":{"type":"structure","required":["ActionName","Source","ActionType"],"members":{"ActionName":{},"Source":{"shape":"Si"},"ActionType":{},"Description":{},"Status":{},"Properties":{"shape":"Sn"},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ActionArn":{}}}},"CreateAlgorithm":{"input":{"type":"structure","required":["AlgorithmName","TrainingSpecification"],"members":{"AlgorithmName":{},"AlgorithmDescription":{},"TrainingSpecification":{"shape":"Sw"},"InferenceSpecification":{"shape":"S1t"},"ValidationSpecification":{"shape":"S25"},"CertifyForMarketplace":{"type":"boolean"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["AlgorithmArn"],"members":{"AlgorithmArn":{}}}},"CreateApp":{"input":{"type":"structure","required":["DomainId","UserProfileName","AppType","AppName"],"members":{"DomainId":{},"UserProfileName":{},"AppType":{},"AppName":{},"Tags":{"shape":"S7"},"ResourceSpec":{"shape":"S3p"}}},"output":{"type":"structure","members":{"AppArn":{}}}},"CreateAppImageConfig":{"input":{"type":"structure","required":["AppImageConfigName"],"members":{"AppImageConfigName":{},"Tags":{"shape":"S7"},"KernelGatewayImageConfig":{"shape":"S3x"}}},"output":{"type":"structure","members":{"AppImageConfigArn":{}}}},"CreateArtifact":{"input":{"type":"structure","required":["Source","ArtifactType"],"members":{"ArtifactName":{},"Source":{"shape":"S49"},"ArtifactType":{},"Properties":{"shape":"Sn"},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ArtifactArn":{}}}},"CreateAutoMLJob":{"input":{"type":"structure","required":["AutoMLJobName","InputDataConfig","OutputDataConfig","RoleArn"],"members":{"AutoMLJobName":{},"InputDataConfig":{"shape":"S4h"},"OutputDataConfig":{"shape":"S4n"},"ProblemType":{},"AutoMLJobObjective":{"shape":"S4p"},"AutoMLJobConfig":{"shape":"S4r"},"RoleArn":{},"GenerateCandidateDefinitionsOnly":{"type":"boolean"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["AutoMLJobArn"],"members":{"AutoMLJobArn":{}}}},"CreateCodeRepository":{"input":{"type":"structure","required":["CodeRepositoryName","GitConfig"],"members":{"CodeRepositoryName":{},"GitConfig":{"shape":"S56"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["CodeRepositoryArn"],"members":{"CodeRepositoryArn":{}}}},"CreateCompilationJob":{"input":{"type":"structure","required":["CompilationJobName","RoleArn","InputConfig","OutputConfig","StoppingCondition"],"members":{"CompilationJobName":{},"RoleArn":{},"InputConfig":{"shape":"S5d"},"OutputConfig":{"shape":"S5h"},"StoppingCondition":{"shape":"S2y"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["CompilationJobArn"],"members":{"CompilationJobArn":{}}}},"CreateContext":{"input":{"type":"structure","required":["ContextName","Source","ContextType"],"members":{"ContextName":{},"Source":{"shape":"S5r"},"ContextType":{},"Description":{},"Properties":{"shape":"Sn"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ContextArn":{}}}},"CreateDataQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName","DataQualityAppSpecification","DataQualityJobInput","DataQualityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionName":{},"DataQualityBaselineConfig":{"shape":"S5w"},"DataQualityAppSpecification":{"shape":"S60"},"DataQualityJobInput":{"shape":"S69"},"DataQualityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["JobDefinitionArn"],"members":{"JobDefinitionArn":{}}}},"CreateDeviceFleet":{"input":{"type":"structure","required":["DeviceFleetName","OutputConfig"],"members":{"DeviceFleetName":{},"RoleArn":{},"Description":{},"OutputConfig":{"shape":"S70"},"Tags":{"shape":"S7"}}}},"CreateDomain":{"input":{"type":"structure","required":["DomainName","AuthMode","DefaultUserSettings","SubnetIds","VpcId"],"members":{"DomainName":{},"AuthMode":{},"DefaultUserSettings":{"shape":"S74"},"SubnetIds":{"shape":"S50"},"VpcId":{},"Tags":{"shape":"S7"},"AppNetworkAccessType":{},"HomeEfsFileSystemKmsKeyId":{"deprecated":true,"deprecatedMessage":"This property is deprecated, use KmsKeyId instead."},"KmsKeyId":{}}},"output":{"type":"structure","members":{"DomainArn":{},"Url":{}}}},"CreateEdgePackagingJob":{"input":{"type":"structure","required":["EdgePackagingJobName","CompilationJobName","ModelName","ModelVersion","RoleArn","OutputConfig"],"members":{"EdgePackagingJobName":{},"CompilationJobName":{},"ModelName":{},"ModelVersion":{},"RoleArn":{},"OutputConfig":{"shape":"S70"},"ResourceKey":{},"Tags":{"shape":"S7"}}}},"CreateEndpoint":{"input":{"type":"structure","required":["EndpointName","EndpointConfigName"],"members":{"EndpointName":{},"EndpointConfigName":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["EndpointArn"],"members":{"EndpointArn":{}}}},"CreateEndpointConfig":{"input":{"type":"structure","required":["EndpointConfigName","ProductionVariants"],"members":{"EndpointConfigName":{},"ProductionVariants":{"shape":"S7r"},"DataCaptureConfig":{"shape":"S80"},"Tags":{"shape":"S7"},"KmsKeyId":{}}},"output":{"type":"structure","required":["EndpointConfigArn"],"members":{"EndpointConfigArn":{}}}},"CreateExperiment":{"input":{"type":"structure","required":["ExperimentName"],"members":{"ExperimentName":{},"DisplayName":{},"Description":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ExperimentArn":{}}}},"CreateFeatureGroup":{"input":{"type":"structure","required":["FeatureGroupName","RecordIdentifierFeatureName","EventTimeFeatureName","FeatureDefinitions"],"members":{"FeatureGroupName":{},"RecordIdentifierFeatureName":{},"EventTimeFeatureName":{},"FeatureDefinitions":{"shape":"S8j"},"OnlineStoreConfig":{"shape":"S8m"},"OfflineStoreConfig":{"shape":"S8o"},"RoleArn":{},"Description":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["FeatureGroupArn"],"members":{"FeatureGroupArn":{}}}},"CreateFlowDefinition":{"input":{"type":"structure","required":["FlowDefinitionName","HumanLoopConfig","OutputConfig","RoleArn"],"members":{"FlowDefinitionName":{},"HumanLoopRequestSource":{"shape":"S8z"},"HumanLoopActivationConfig":{"shape":"S91"},"HumanLoopConfig":{"shape":"S94"},"OutputConfig":{"shape":"S9j"},"RoleArn":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["FlowDefinitionArn"],"members":{"FlowDefinitionArn":{}}}},"CreateHumanTaskUi":{"input":{"type":"structure","required":["HumanTaskUiName","UiTemplate"],"members":{"HumanTaskUiName":{},"UiTemplate":{"shape":"S9o"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["HumanTaskUiArn"],"members":{"HumanTaskUiArn":{}}}},"CreateHyperParameterTuningJob":{"input":{"type":"structure","required":["HyperParameterTuningJobName","HyperParameterTuningJobConfig"],"members":{"HyperParameterTuningJobName":{},"HyperParameterTuningJobConfig":{"shape":"S9t"},"TrainingJobDefinition":{"shape":"Saa"},"TrainingJobDefinitions":{"shape":"Sag"},"WarmStartConfig":{"shape":"Sah"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["HyperParameterTuningJobArn"],"members":{"HyperParameterTuningJobArn":{}}}},"CreateImage":{"input":{"type":"structure","required":["ImageName","RoleArn"],"members":{"Description":{},"DisplayName":{},"ImageName":{},"RoleArn":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"ImageArn":{}}}},"CreateImageVersion":{"input":{"type":"structure","required":["BaseImage","ClientToken","ImageName"],"members":{"BaseImage":{},"ClientToken":{"idempotencyToken":true},"ImageName":{}}},"output":{"type":"structure","members":{"ImageVersionArn":{}}}},"CreateLabelingJob":{"input":{"type":"structure","required":["LabelingJobName","LabelAttributeName","InputConfig","OutputConfig","RoleArn","HumanTaskConfig"],"members":{"LabelingJobName":{},"LabelAttributeName":{},"InputConfig":{"shape":"Say"},"OutputConfig":{"shape":"Sb6"},"RoleArn":{},"LabelCategoryConfigS3Uri":{},"StoppingConditions":{"shape":"Sb7"},"LabelingJobAlgorithmsConfig":{"shape":"Sba"},"HumanTaskConfig":{"shape":"Sbe"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["LabelingJobArn"],"members":{"LabelingJobArn":{}}}},"CreateModel":{"input":{"type":"structure","required":["ModelName","ExecutionRoleArn"],"members":{"ModelName":{},"PrimaryContainer":{"shape":"Sbt"},"Containers":{"shape":"Sc3"},"InferenceExecutionConfig":{"shape":"Sc4"},"ExecutionRoleArn":{},"Tags":{"shape":"S7"},"VpcConfig":{"shape":"S4x"},"EnableNetworkIsolation":{"type":"boolean"}}},"output":{"type":"structure","required":["ModelArn"],"members":{"ModelArn":{}}}},"CreateModelBiasJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName","ModelBiasAppSpecification","ModelBiasJobInput","ModelBiasJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionName":{},"ModelBiasBaselineConfig":{"shape":"Sc8"},"ModelBiasAppSpecification":{"shape":"Sc9"},"ModelBiasJobInput":{"shape":"Sca"},"ModelBiasJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["JobDefinitionArn"],"members":{"JobDefinitionArn":{}}}},"CreateModelExplainabilityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName","ModelExplainabilityAppSpecification","ModelExplainabilityJobInput","ModelExplainabilityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionName":{},"ModelExplainabilityBaselineConfig":{"shape":"Sce"},"ModelExplainabilityAppSpecification":{"shape":"Scf"},"ModelExplainabilityJobInput":{"shape":"Scg"},"ModelExplainabilityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["JobDefinitionArn"],"members":{"JobDefinitionArn":{}}}},"CreateModelPackage":{"input":{"type":"structure","members":{"ModelPackageName":{},"ModelPackageGroupName":{},"ModelPackageDescription":{},"InferenceSpecification":{"shape":"S1t"},"ValidationSpecification":{"shape":"Scj"},"SourceAlgorithmSpecification":{"shape":"Scm"},"CertifyForMarketplace":{"type":"boolean"},"Tags":{"shape":"S7"},"ModelApprovalStatus":{},"MetadataProperties":{"shape":"Sp"},"ModelMetrics":{"shape":"Scq"},"ClientToken":{"idempotencyToken":true}}},"output":{"type":"structure","required":["ModelPackageArn"],"members":{"ModelPackageArn":{}}}},"CreateModelPackageGroup":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{},"ModelPackageGroupDescription":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["ModelPackageGroupArn"],"members":{"ModelPackageGroupArn":{}}}},"CreateModelQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName","ModelQualityAppSpecification","ModelQualityJobInput","ModelQualityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionName":{},"ModelQualityBaselineConfig":{"shape":"Sd3"},"ModelQualityAppSpecification":{"shape":"Sd4"},"ModelQualityJobInput":{"shape":"Sd6"},"ModelQualityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["JobDefinitionArn"],"members":{"JobDefinitionArn":{}}}},"CreateMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName","MonitoringScheduleConfig"],"members":{"MonitoringScheduleName":{},"MonitoringScheduleConfig":{"shape":"Sda"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["MonitoringScheduleArn"],"members":{"MonitoringScheduleArn":{}}}},"CreateNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName","InstanceType","RoleArn"],"members":{"NotebookInstanceName":{},"InstanceType":{},"SubnetId":{},"SecurityGroupIds":{"shape":"S75"},"RoleArn":{},"KmsKeyId":{},"Tags":{"shape":"S7"},"LifecycleConfigName":{},"DirectInternetAccess":{},"VolumeSizeInGB":{"type":"integer"},"AcceleratorTypes":{"shape":"Sds"},"DefaultCodeRepository":{},"AdditionalCodeRepositories":{"shape":"Sdv"},"RootAccess":{}}},"output":{"type":"structure","members":{"NotebookInstanceArn":{}}}},"CreateNotebookInstanceLifecycleConfig":{"input":{"type":"structure","required":["NotebookInstanceLifecycleConfigName"],"members":{"NotebookInstanceLifecycleConfigName":{},"OnCreate":{"shape":"Se0"},"OnStart":{"shape":"Se0"}}},"output":{"type":"structure","members":{"NotebookInstanceLifecycleConfigArn":{}}}},"CreatePipeline":{"input":{"type":"structure","required":["PipelineName","PipelineDefinition","ClientRequestToken","RoleArn"],"members":{"PipelineName":{},"PipelineDisplayName":{},"PipelineDefinition":{},"PipelineDescription":{},"ClientRequestToken":{"idempotencyToken":true},"RoleArn":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"PipelineArn":{}}}},"CreatePresignedDomainUrl":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{},"SessionExpirationDurationInSeconds":{"type":"integer"},"ExpiresInSeconds":{"type":"integer"}}},"output":{"type":"structure","members":{"AuthorizedUrl":{}}}},"CreatePresignedNotebookInstanceUrl":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{},"SessionExpirationDurationInSeconds":{"type":"integer"}}},"output":{"type":"structure","members":{"AuthorizedUrl":{}}}},"CreateProcessingJob":{"input":{"type":"structure","required":["ProcessingJobName","ProcessingResources","AppSpecification","RoleArn"],"members":{"ProcessingInputs":{"shape":"Sel"},"ProcessingOutputConfig":{"shape":"Sf8"},"ProcessingJobName":{},"ProcessingResources":{"shape":"Sfd"},"StoppingCondition":{"shape":"Sff"},"AppSpecification":{"shape":"Sfh"},"Environment":{"shape":"Sfj"},"NetworkConfig":{"shape":"Sdi"},"RoleArn":{},"Tags":{"shape":"S7"},"ExperimentConfig":{"shape":"Sfk"}}},"output":{"type":"structure","required":["ProcessingJobArn"],"members":{"ProcessingJobArn":{}}}},"CreateProject":{"input":{"type":"structure","required":["ProjectName","ServiceCatalogProvisioningDetails"],"members":{"ProjectName":{},"ProjectDescription":{},"ServiceCatalogProvisioningDetails":{"shape":"Sfp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["ProjectArn","ProjectId"],"members":{"ProjectArn":{},"ProjectId":{}}}},"CreateTrainingJob":{"input":{"type":"structure","required":["TrainingJobName","AlgorithmSpecification","RoleArn","OutputDataConfig","ResourceConfig","StoppingCondition"],"members":{"TrainingJobName":{},"HyperParameters":{"shape":"S2a"},"AlgorithmSpecification":{"shape":"Sg0"},"RoleArn":{},"InputDataConfig":{"shape":"S2c"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"VpcConfig":{"shape":"S4x"},"StoppingCondition":{"shape":"S2y"},"Tags":{"shape":"S7"},"EnableNetworkIsolation":{"type":"boolean"},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableManagedSpotTraining":{"type":"boolean"},"CheckpointConfig":{"shape":"Saf"},"DebugHookConfig":{"shape":"Sg1"},"DebugRuleConfigurations":{"shape":"Sg9"},"TensorBoardOutputConfig":{"shape":"Sge"},"ExperimentConfig":{"shape":"Sfk"},"ProfilerConfig":{"shape":"Sgf"},"ProfilerRuleConfigurations":{"shape":"Sgi"}}},"output":{"type":"structure","required":["TrainingJobArn"],"members":{"TrainingJobArn":{}}}},"CreateTransformJob":{"input":{"type":"structure","required":["TransformJobName","ModelName","TransformInput","TransformOutput","TransformResources"],"members":{"TransformJobName":{},"ModelName":{},"MaxConcurrentTransforms":{"type":"integer"},"ModelClientConfig":{"shape":"Sgo"},"MaxPayloadInMB":{"type":"integer"},"BatchStrategy":{},"Environment":{"shape":"S35"},"TransformInput":{"shape":"S38"},"TransformOutput":{"shape":"S3c"},"TransformResources":{"shape":"S3f"},"DataProcessing":{"shape":"Sgr"},"Tags":{"shape":"S7"},"ExperimentConfig":{"shape":"Sfk"}}},"output":{"type":"structure","required":["TransformJobArn"],"members":{"TransformJobArn":{}}}},"CreateTrial":{"input":{"type":"structure","required":["TrialName","ExperimentName"],"members":{"TrialName":{},"DisplayName":{},"ExperimentName":{},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"TrialArn":{}}}},"CreateTrialComponent":{"input":{"type":"structure","required":["TrialComponentName"],"members":{"TrialComponentName":{},"DisplayName":{},"Status":{"shape":"Sgz"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"Parameters":{"shape":"Sh3"},"InputArtifacts":{"shape":"Sh7"},"OutputArtifacts":{"shape":"Sh7"},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"TrialComponentArn":{}}}},"CreateUserProfile":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{},"SingleSignOnUserIdentifier":{},"SingleSignOnUserValue":{},"Tags":{"shape":"S7"},"UserSettings":{"shape":"S74"}}},"output":{"type":"structure","members":{"UserProfileArn":{}}}},"CreateWorkforce":{"input":{"type":"structure","required":["WorkforceName"],"members":{"CognitoConfig":{"shape":"Shi"},"OidcConfig":{"shape":"Shl"},"SourceIpConfig":{"shape":"Sho"},"WorkforceName":{},"Tags":{"shape":"S7"}}},"output":{"type":"structure","required":["WorkforceArn"],"members":{"WorkforceArn":{}}}},"CreateWorkteam":{"input":{"type":"structure","required":["WorkteamName","MemberDefinitions","Description"],"members":{"WorkteamName":{},"WorkforceName":{},"MemberDefinitions":{"shape":"Shw"},"Description":{},"NotificationConfiguration":{"shape":"Si4"},"Tags":{"shape":"S7"}}},"output":{"type":"structure","members":{"WorkteamArn":{}}}},"DeleteAction":{"input":{"type":"structure","required":["ActionName"],"members":{"ActionName":{}}},"output":{"type":"structure","members":{"ActionArn":{}}}},"DeleteAlgorithm":{"input":{"type":"structure","required":["AlgorithmName"],"members":{"AlgorithmName":{}}}},"DeleteApp":{"input":{"type":"structure","required":["DomainId","UserProfileName","AppType","AppName"],"members":{"DomainId":{},"UserProfileName":{},"AppType":{},"AppName":{}}}},"DeleteAppImageConfig":{"input":{"type":"structure","required":["AppImageConfigName"],"members":{"AppImageConfigName":{}}}},"DeleteArtifact":{"input":{"type":"structure","members":{"ArtifactArn":{},"Source":{"shape":"S49"}}},"output":{"type":"structure","members":{"ArtifactArn":{}}}},"DeleteAssociation":{"input":{"type":"structure","required":["SourceArn","DestinationArn"],"members":{"SourceArn":{},"DestinationArn":{}}},"output":{"type":"structure","members":{"SourceArn":{},"DestinationArn":{}}}},"DeleteCodeRepository":{"input":{"type":"structure","required":["CodeRepositoryName"],"members":{"CodeRepositoryName":{}}}},"DeleteContext":{"input":{"type":"structure","required":["ContextName"],"members":{"ContextName":{}}},"output":{"type":"structure","members":{"ContextArn":{}}}},"DeleteDataQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}}},"DeleteDeviceFleet":{"input":{"type":"structure","required":["DeviceFleetName"],"members":{"DeviceFleetName":{}}}},"DeleteDomain":{"input":{"type":"structure","required":["DomainId"],"members":{"DomainId":{},"RetentionPolicy":{"type":"structure","members":{"HomeEfsFileSystem":{}}}}}},"DeleteEndpoint":{"input":{"type":"structure","required":["EndpointName"],"members":{"EndpointName":{}}}},"DeleteEndpointConfig":{"input":{"type":"structure","required":["EndpointConfigName"],"members":{"EndpointConfigName":{}}}},"DeleteExperiment":{"input":{"type":"structure","required":["ExperimentName"],"members":{"ExperimentName":{}}},"output":{"type":"structure","members":{"ExperimentArn":{}}}},"DeleteFeatureGroup":{"input":{"type":"structure","required":["FeatureGroupName"],"members":{"FeatureGroupName":{}}}},"DeleteFlowDefinition":{"input":{"type":"structure","required":["FlowDefinitionName"],"members":{"FlowDefinitionName":{}}},"output":{"type":"structure","members":{}}},"DeleteHumanTaskUi":{"input":{"type":"structure","required":["HumanTaskUiName"],"members":{"HumanTaskUiName":{}}},"output":{"type":"structure","members":{}}},"DeleteImage":{"input":{"type":"structure","required":["ImageName"],"members":{"ImageName":{}}},"output":{"type":"structure","members":{}}},"DeleteImageVersion":{"input":{"type":"structure","required":["ImageName","Version"],"members":{"ImageName":{},"Version":{"type":"integer"}}},"output":{"type":"structure","members":{}}},"DeleteModel":{"input":{"type":"structure","required":["ModelName"],"members":{"ModelName":{}}}},"DeleteModelBiasJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}}},"DeleteModelExplainabilityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}}},"DeleteModelPackage":{"input":{"type":"structure","required":["ModelPackageName"],"members":{"ModelPackageName":{}}}},"DeleteModelPackageGroup":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{}}}},"DeleteModelPackageGroupPolicy":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{}}}},"DeleteModelQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}}},"DeleteMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName"],"members":{"MonitoringScheduleName":{}}}},"DeleteNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{}}}},"DeleteNotebookInstanceLifecycleConfig":{"input":{"type":"structure","required":["NotebookInstanceLifecycleConfigName"],"members":{"NotebookInstanceLifecycleConfigName":{}}}},"DeletePipeline":{"input":{"type":"structure","required":["PipelineName","ClientRequestToken"],"members":{"PipelineName":{},"ClientRequestToken":{"idempotencyToken":true}}},"output":{"type":"structure","members":{"PipelineArn":{}}}},"DeleteProject":{"input":{"type":"structure","required":["ProjectName"],"members":{"ProjectName":{}}}},"DeleteTags":{"input":{"type":"structure","required":["ResourceArn","TagKeys"],"members":{"ResourceArn":{},"TagKeys":{"type":"list","member":{}}}},"output":{"type":"structure","members":{}}},"DeleteTrial":{"input":{"type":"structure","required":["TrialName"],"members":{"TrialName":{}}},"output":{"type":"structure","members":{"TrialArn":{}}}},"DeleteTrialComponent":{"input":{"type":"structure","required":["TrialComponentName"],"members":{"TrialComponentName":{}}},"output":{"type":"structure","members":{"TrialComponentArn":{}}}},"DeleteUserProfile":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{}}}},"DeleteWorkforce":{"input":{"type":"structure","required":["WorkforceName"],"members":{"WorkforceName":{}}},"output":{"type":"structure","members":{}}},"DeleteWorkteam":{"input":{"type":"structure","required":["WorkteamName"],"members":{"WorkteamName":{}}},"output":{"type":"structure","required":["Success"],"members":{"Success":{"type":"boolean"}}}},"DeregisterDevices":{"input":{"type":"structure","required":["DeviceFleetName","DeviceNames"],"members":{"DeviceFleetName":{},"DeviceNames":{"type":"list","member":{}}}}},"DescribeAction":{"input":{"type":"structure","required":["ActionName"],"members":{"ActionName":{}}},"output":{"type":"structure","members":{"ActionName":{},"ActionArn":{},"Source":{"shape":"Si"},"ActionType":{},"Description":{},"Status":{},"Properties":{"shape":"Sn"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"MetadataProperties":{"shape":"Sp"}}}},"DescribeAlgorithm":{"input":{"type":"structure","required":["AlgorithmName"],"members":{"AlgorithmName":{}}},"output":{"type":"structure","required":["AlgorithmName","AlgorithmArn","CreationTime","TrainingSpecification","AlgorithmStatus","AlgorithmStatusDetails"],"members":{"AlgorithmName":{},"AlgorithmArn":{},"AlgorithmDescription":{},"CreationTime":{"type":"timestamp"},"TrainingSpecification":{"shape":"Sw"},"InferenceSpecification":{"shape":"S1t"},"ValidationSpecification":{"shape":"S25"},"AlgorithmStatus":{},"AlgorithmStatusDetails":{"type":"structure","members":{"ValidationStatuses":{"shape":"Sk2"},"ImageScanStatuses":{"shape":"Sk2"}}},"ProductId":{},"CertifyForMarketplace":{"type":"boolean"}}}},"DescribeApp":{"input":{"type":"structure","required":["DomainId","UserProfileName","AppType","AppName"],"members":{"DomainId":{},"UserProfileName":{},"AppType":{},"AppName":{}}},"output":{"type":"structure","members":{"AppArn":{},"AppType":{},"AppName":{},"DomainId":{},"UserProfileName":{},"Status":{},"LastHealthCheckTimestamp":{"type":"timestamp"},"LastUserActivityTimestamp":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"FailureReason":{},"ResourceSpec":{"shape":"S3p"}}}},"DescribeAppImageConfig":{"input":{"type":"structure","required":["AppImageConfigName"],"members":{"AppImageConfigName":{}}},"output":{"type":"structure","members":{"AppImageConfigArn":{},"AppImageConfigName":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"KernelGatewayImageConfig":{"shape":"S3x"}}}},"DescribeArtifact":{"input":{"type":"structure","required":["ArtifactArn"],"members":{"ArtifactArn":{}}},"output":{"type":"structure","members":{"ArtifactName":{},"ArtifactArn":{},"Source":{"shape":"S49"},"ArtifactType":{},"Properties":{"shape":"Sn"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"MetadataProperties":{"shape":"Sp"}}}},"DescribeAutoMLJob":{"input":{"type":"structure","required":["AutoMLJobName"],"members":{"AutoMLJobName":{}}},"output":{"type":"structure","required":["AutoMLJobName","AutoMLJobArn","InputDataConfig","OutputDataConfig","RoleArn","CreationTime","LastModifiedTime","AutoMLJobStatus","AutoMLJobSecondaryStatus"],"members":{"AutoMLJobName":{},"AutoMLJobArn":{},"InputDataConfig":{"shape":"S4h"},"OutputDataConfig":{"shape":"S4n"},"RoleArn":{},"AutoMLJobObjective":{"shape":"S4p"},"ProblemType":{},"AutoMLJobConfig":{"shape":"S4r"},"CreationTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{},"BestCandidate":{"shape":"Skg"},"AutoMLJobStatus":{},"AutoMLJobSecondaryStatus":{},"GenerateCandidateDefinitionsOnly":{"type":"boolean"},"AutoMLJobArtifacts":{"type":"structure","members":{"CandidateDefinitionNotebookLocation":{},"DataExplorationNotebookLocation":{}}},"ResolvedAttributes":{"type":"structure","members":{"AutoMLJobObjective":{"shape":"S4p"},"ProblemType":{},"CompletionCriteria":{"shape":"S4s"}}}}}},"DescribeCodeRepository":{"input":{"type":"structure","required":["CodeRepositoryName"],"members":{"CodeRepositoryName":{}}},"output":{"type":"structure","required":["CodeRepositoryName","CodeRepositoryArn","CreationTime","LastModifiedTime"],"members":{"CodeRepositoryName":{},"CodeRepositoryArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"GitConfig":{"shape":"S56"}}}},"DescribeCompilationJob":{"input":{"type":"structure","required":["CompilationJobName"],"members":{"CompilationJobName":{}}},"output":{"type":"structure","required":["CompilationJobName","CompilationJobArn","CompilationJobStatus","StoppingCondition","CreationTime","LastModifiedTime","FailureReason","ModelArtifacts","RoleArn","InputConfig","OutputConfig"],"members":{"CompilationJobName":{},"CompilationJobArn":{},"CompilationJobStatus":{},"CompilationStartTime":{"type":"timestamp"},"CompilationEndTime":{"type":"timestamp"},"StoppingCondition":{"shape":"S2y"},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{},"ModelArtifacts":{"shape":"Sl6"},"ModelDigests":{"type":"structure","members":{"ArtifactDigest":{}}},"RoleArn":{},"InputConfig":{"shape":"S5d"},"OutputConfig":{"shape":"S5h"}}}},"DescribeContext":{"input":{"type":"structure","required":["ContextName"],"members":{"ContextName":{}}},"output":{"type":"structure","members":{"ContextName":{},"ContextArn":{},"Source":{"shape":"S5r"},"ContextType":{},"Description":{},"Properties":{"shape":"Sn"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"}}}},"DescribeDataQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}},"output":{"type":"structure","required":["JobDefinitionArn","JobDefinitionName","CreationTime","DataQualityAppSpecification","DataQualityJobInput","DataQualityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionArn":{},"JobDefinitionName":{},"CreationTime":{"type":"timestamp"},"DataQualityBaselineConfig":{"shape":"S5w"},"DataQualityAppSpecification":{"shape":"S60"},"DataQualityJobInput":{"shape":"S69"},"DataQualityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"}}}},"DescribeDevice":{"input":{"type":"structure","required":["DeviceName","DeviceFleetName"],"members":{"NextToken":{},"DeviceName":{},"DeviceFleetName":{}}},"output":{"type":"structure","required":["DeviceName","DeviceFleetName","RegistrationTime"],"members":{"DeviceArn":{},"DeviceName":{},"Description":{},"DeviceFleetName":{},"IotThingName":{},"RegistrationTime":{"type":"timestamp"},"LatestHeartbeat":{"type":"timestamp"},"Models":{"type":"list","member":{"type":"structure","required":["ModelName","ModelVersion"],"members":{"ModelName":{},"ModelVersion":{},"LatestSampleTime":{"type":"timestamp"},"LatestInference":{"type":"timestamp"}}}},"MaxModels":{"type":"integer"},"NextToken":{}}}},"DescribeDeviceFleet":{"input":{"type":"structure","required":["DeviceFleetName"],"members":{"DeviceFleetName":{}}},"output":{"type":"structure","required":["DeviceFleetName","DeviceFleetArn","OutputConfig","CreationTime","LastModifiedTime"],"members":{"DeviceFleetName":{},"DeviceFleetArn":{},"OutputConfig":{"shape":"S70"},"Description":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"RoleArn":{},"IotRoleAlias":{}}}},"DescribeDomain":{"input":{"type":"structure","required":["DomainId"],"members":{"DomainId":{}}},"output":{"type":"structure","members":{"DomainArn":{},"DomainId":{},"DomainName":{},"HomeEfsFileSystemId":{},"SingleSignOnManagedApplicationInstanceId":{},"Status":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{},"AuthMode":{},"DefaultUserSettings":{"shape":"S74"},"AppNetworkAccessType":{},"HomeEfsFileSystemKmsKeyId":{"deprecated":true,"deprecatedMessage":"This property is deprecated, use KmsKeyId instead."},"SubnetIds":{"shape":"S50"},"Url":{},"VpcId":{},"KmsKeyId":{}}}},"DescribeEdgePackagingJob":{"input":{"type":"structure","required":["EdgePackagingJobName"],"members":{"EdgePackagingJobName":{}}},"output":{"type":"structure","required":["EdgePackagingJobArn","EdgePackagingJobName","EdgePackagingJobStatus"],"members":{"EdgePackagingJobArn":{},"EdgePackagingJobName":{},"CompilationJobName":{},"ModelName":{},"ModelVersion":{},"RoleArn":{},"OutputConfig":{"shape":"S70"},"ResourceKey":{},"EdgePackagingJobStatus":{},"EdgePackagingJobStatusMessage":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"ModelArtifact":{},"ModelSignature":{}}}},"DescribeEndpoint":{"input":{"type":"structure","required":["EndpointName"],"members":{"EndpointName":{}}},"output":{"type":"structure","required":["EndpointName","EndpointArn","EndpointConfigName","EndpointStatus","CreationTime","LastModifiedTime"],"members":{"EndpointName":{},"EndpointArn":{},"EndpointConfigName":{},"ProductionVariants":{"shape":"Sm0"},"DataCaptureConfig":{"shape":"Sm4"},"EndpointStatus":{},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LastDeploymentConfig":{"shape":"Sm7"}}}},"DescribeEndpointConfig":{"input":{"type":"structure","required":["EndpointConfigName"],"members":{"EndpointConfigName":{}}},"output":{"type":"structure","required":["EndpointConfigName","EndpointConfigArn","ProductionVariants","CreationTime"],"members":{"EndpointConfigName":{},"EndpointConfigArn":{},"ProductionVariants":{"shape":"S7r"},"DataCaptureConfig":{"shape":"S80"},"KmsKeyId":{},"CreationTime":{"type":"timestamp"}}}},"DescribeExperiment":{"input":{"type":"structure","required":["ExperimentName"],"members":{"ExperimentName":{}}},"output":{"type":"structure","members":{"ExperimentName":{},"ExperimentArn":{},"DisplayName":{},"Source":{"shape":"Smp"},"Description":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"}}}},"DescribeFeatureGroup":{"input":{"type":"structure","required":["FeatureGroupName"],"members":{"FeatureGroupName":{},"NextToken":{}}},"output":{"type":"structure","required":["FeatureGroupArn","FeatureGroupName","RecordIdentifierFeatureName","EventTimeFeatureName","FeatureDefinitions","CreationTime","NextToken"],"members":{"FeatureGroupArn":{},"FeatureGroupName":{},"RecordIdentifierFeatureName":{},"EventTimeFeatureName":{},"FeatureDefinitions":{"shape":"S8j"},"CreationTime":{"type":"timestamp"},"OnlineStoreConfig":{"shape":"S8m"},"OfflineStoreConfig":{"shape":"S8o"},"RoleArn":{},"FeatureGroupStatus":{},"OfflineStoreStatus":{"shape":"Smv"},"FailureReason":{},"Description":{},"NextToken":{}}}},"DescribeFlowDefinition":{"input":{"type":"structure","required":["FlowDefinitionName"],"members":{"FlowDefinitionName":{}}},"output":{"type":"structure","required":["FlowDefinitionArn","FlowDefinitionName","FlowDefinitionStatus","CreationTime","HumanLoopConfig","OutputConfig","RoleArn"],"members":{"FlowDefinitionArn":{},"FlowDefinitionName":{},"FlowDefinitionStatus":{},"CreationTime":{"type":"timestamp"},"HumanLoopRequestSource":{"shape":"S8z"},"HumanLoopActivationConfig":{"shape":"S91"},"HumanLoopConfig":{"shape":"S94"},"OutputConfig":{"shape":"S9j"},"RoleArn":{},"FailureReason":{}}}},"DescribeHumanTaskUi":{"input":{"type":"structure","required":["HumanTaskUiName"],"members":{"HumanTaskUiName":{}}},"output":{"type":"structure","required":["HumanTaskUiArn","HumanTaskUiName","CreationTime","UiTemplate"],"members":{"HumanTaskUiArn":{},"HumanTaskUiName":{},"HumanTaskUiStatus":{},"CreationTime":{"type":"timestamp"},"UiTemplate":{"type":"structure","members":{"Url":{},"ContentSha256":{}}}}}},"DescribeHyperParameterTuningJob":{"input":{"type":"structure","required":["HyperParameterTuningJobName"],"members":{"HyperParameterTuningJobName":{}}},"output":{"type":"structure","required":["HyperParameterTuningJobName","HyperParameterTuningJobArn","HyperParameterTuningJobConfig","HyperParameterTuningJobStatus","CreationTime","TrainingJobStatusCounters","ObjectiveStatusCounters"],"members":{"HyperParameterTuningJobName":{},"HyperParameterTuningJobArn":{},"HyperParameterTuningJobConfig":{"shape":"S9t"},"TrainingJobDefinition":{"shape":"Saa"},"TrainingJobDefinitions":{"shape":"Sag"},"HyperParameterTuningJobStatus":{},"CreationTime":{"type":"timestamp"},"HyperParameterTuningEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"TrainingJobStatusCounters":{"shape":"Sna"},"ObjectiveStatusCounters":{"shape":"Snc"},"BestTrainingJob":{"shape":"Sne"},"OverallBestTrainingJob":{"shape":"Sne"},"WarmStartConfig":{"shape":"Sah"},"FailureReason":{}}}},"DescribeImage":{"input":{"type":"structure","required":["ImageName"],"members":{"ImageName":{}}},"output":{"type":"structure","members":{"CreationTime":{"type":"timestamp"},"Description":{},"DisplayName":{},"FailureReason":{},"ImageArn":{},"ImageName":{},"ImageStatus":{},"LastModifiedTime":{"type":"timestamp"},"RoleArn":{}}}},"DescribeImageVersion":{"input":{"type":"structure","required":["ImageName"],"members":{"ImageName":{},"Version":{"type":"integer"}}},"output":{"type":"structure","members":{"BaseImage":{},"ContainerImage":{},"CreationTime":{"type":"timestamp"},"FailureReason":{},"ImageArn":{},"ImageVersionArn":{},"ImageVersionStatus":{},"LastModifiedTime":{"type":"timestamp"},"Version":{"type":"integer"}}}},"DescribeLabelingJob":{"input":{"type":"structure","required":["LabelingJobName"],"members":{"LabelingJobName":{}}},"output":{"type":"structure","required":["LabelingJobStatus","LabelCounters","CreationTime","LastModifiedTime","JobReferenceCode","LabelingJobName","LabelingJobArn","InputConfig","OutputConfig","RoleArn","HumanTaskConfig"],"members":{"LabelingJobStatus":{},"LabelCounters":{"shape":"Snr"},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"JobReferenceCode":{},"LabelingJobName":{},"LabelingJobArn":{},"LabelAttributeName":{},"InputConfig":{"shape":"Say"},"OutputConfig":{"shape":"Sb6"},"RoleArn":{},"LabelCategoryConfigS3Uri":{},"StoppingConditions":{"shape":"Sb7"},"LabelingJobAlgorithmsConfig":{"shape":"Sba"},"HumanTaskConfig":{"shape":"Sbe"},"Tags":{"shape":"S7"},"LabelingJobOutput":{"shape":"Snu"}}}},"DescribeModel":{"input":{"type":"structure","required":["ModelName"],"members":{"ModelName":{}}},"output":{"type":"structure","required":["ModelName","ExecutionRoleArn","CreationTime","ModelArn"],"members":{"ModelName":{},"PrimaryContainer":{"shape":"Sbt"},"Containers":{"shape":"Sc3"},"InferenceExecutionConfig":{"shape":"Sc4"},"ExecutionRoleArn":{},"VpcConfig":{"shape":"S4x"},"CreationTime":{"type":"timestamp"},"ModelArn":{},"EnableNetworkIsolation":{"type":"boolean"}}}},"DescribeModelBiasJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}},"output":{"type":"structure","required":["JobDefinitionArn","JobDefinitionName","CreationTime","ModelBiasAppSpecification","ModelBiasJobInput","ModelBiasJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionArn":{},"JobDefinitionName":{},"CreationTime":{"type":"timestamp"},"ModelBiasBaselineConfig":{"shape":"Sc8"},"ModelBiasAppSpecification":{"shape":"Sc9"},"ModelBiasJobInput":{"shape":"Sca"},"ModelBiasJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"}}}},"DescribeModelExplainabilityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}},"output":{"type":"structure","required":["JobDefinitionArn","JobDefinitionName","CreationTime","ModelExplainabilityAppSpecification","ModelExplainabilityJobInput","ModelExplainabilityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionArn":{},"JobDefinitionName":{},"CreationTime":{"type":"timestamp"},"ModelExplainabilityBaselineConfig":{"shape":"Sce"},"ModelExplainabilityAppSpecification":{"shape":"Scf"},"ModelExplainabilityJobInput":{"shape":"Scg"},"ModelExplainabilityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"}}}},"DescribeModelPackage":{"input":{"type":"structure","required":["ModelPackageName"],"members":{"ModelPackageName":{}}},"output":{"type":"structure","required":["ModelPackageName","ModelPackageArn","CreationTime","ModelPackageStatus","ModelPackageStatusDetails"],"members":{"ModelPackageName":{},"ModelPackageGroupName":{},"ModelPackageVersion":{"type":"integer"},"ModelPackageArn":{},"ModelPackageDescription":{},"CreationTime":{"type":"timestamp"},"InferenceSpecification":{"shape":"S1t"},"SourceAlgorithmSpecification":{"shape":"Scm"},"ValidationSpecification":{"shape":"Scj"},"ModelPackageStatus":{},"ModelPackageStatusDetails":{"shape":"So5"},"CertifyForMarketplace":{"type":"boolean"},"ModelApprovalStatus":{},"CreatedBy":{"shape":"Sjw"},"MetadataProperties":{"shape":"Sp"},"ModelMetrics":{"shape":"Scq"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"ApprovalDescription":{}}}},"DescribeModelPackageGroup":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{}}},"output":{"type":"structure","required":["ModelPackageGroupName","ModelPackageGroupArn","CreationTime","CreatedBy","ModelPackageGroupStatus"],"members":{"ModelPackageGroupName":{},"ModelPackageGroupArn":{},"ModelPackageGroupDescription":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"ModelPackageGroupStatus":{}}}},"DescribeModelQualityJobDefinition":{"input":{"type":"structure","required":["JobDefinitionName"],"members":{"JobDefinitionName":{}}},"output":{"type":"structure","required":["JobDefinitionArn","JobDefinitionName","CreationTime","ModelQualityAppSpecification","ModelQualityJobInput","ModelQualityJobOutputConfig","JobResources","RoleArn"],"members":{"JobDefinitionArn":{},"JobDefinitionName":{},"CreationTime":{"type":"timestamp"},"ModelQualityBaselineConfig":{"shape":"Sd3"},"ModelQualityAppSpecification":{"shape":"Sd4"},"ModelQualityJobInput":{"shape":"Sd6"},"ModelQualityJobOutputConfig":{"shape":"S6i"},"JobResources":{"shape":"S6o"},"NetworkConfig":{"shape":"S6t"},"RoleArn":{},"StoppingCondition":{"shape":"S6u"}}}},"DescribeMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName"],"members":{"MonitoringScheduleName":{}}},"output":{"type":"structure","required":["MonitoringScheduleArn","MonitoringScheduleName","MonitoringScheduleStatus","CreationTime","LastModifiedTime","MonitoringScheduleConfig"],"members":{"MonitoringScheduleArn":{},"MonitoringScheduleName":{},"MonitoringScheduleStatus":{},"MonitoringType":{},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringScheduleConfig":{"shape":"Sda"},"EndpointName":{},"LastMonitoringExecutionSummary":{"shape":"Soi"}}}},"DescribeNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{}}},"output":{"type":"structure","members":{"NotebookInstanceArn":{},"NotebookInstanceName":{},"NotebookInstanceStatus":{},"FailureReason":{},"Url":{},"InstanceType":{},"SubnetId":{},"SecurityGroups":{"shape":"S75"},"RoleArn":{},"KmsKeyId":{},"NetworkInterfaceId":{},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"NotebookInstanceLifecycleConfigName":{},"DirectInternetAccess":{},"VolumeSizeInGB":{"type":"integer"},"AcceleratorTypes":{"shape":"Sds"},"DefaultCodeRepository":{},"AdditionalCodeRepositories":{"shape":"Sdv"},"RootAccess":{}}}},"DescribeNotebookInstanceLifecycleConfig":{"input":{"type":"structure","required":["NotebookInstanceLifecycleConfigName"],"members":{"NotebookInstanceLifecycleConfigName":{}}},"output":{"type":"structure","members":{"NotebookInstanceLifecycleConfigArn":{},"NotebookInstanceLifecycleConfigName":{},"OnCreate":{"shape":"Se0"},"OnStart":{"shape":"Se0"},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"}}}},"DescribePipeline":{"input":{"type":"structure","required":["PipelineName"],"members":{"PipelineName":{}}},"output":{"type":"structure","members":{"PipelineArn":{},"PipelineName":{},"PipelineDisplayName":{},"PipelineDefinition":{},"PipelineDescription":{},"RoleArn":{},"PipelineStatus":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LastRunTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedBy":{"shape":"Sjw"}}}},"DescribePipelineDefinitionForExecution":{"input":{"type":"structure","required":["PipelineExecutionArn"],"members":{"PipelineExecutionArn":{}}},"output":{"type":"structure","members":{"PipelineDefinition":{},"CreationTime":{"type":"timestamp"}}}},"DescribePipelineExecution":{"input":{"type":"structure","required":["PipelineExecutionArn"],"members":{"PipelineExecutionArn":{}}},"output":{"type":"structure","members":{"PipelineArn":{},"PipelineExecutionArn":{},"PipelineExecutionDisplayName":{},"PipelineExecutionStatus":{},"PipelineExecutionDescription":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedBy":{"shape":"Sjw"}}}},"DescribeProcessingJob":{"input":{"type":"structure","required":["ProcessingJobName"],"members":{"ProcessingJobName":{}}},"output":{"type":"structure","required":["ProcessingJobName","ProcessingResources","AppSpecification","ProcessingJobArn","ProcessingJobStatus","CreationTime"],"members":{"ProcessingInputs":{"shape":"Sel"},"ProcessingOutputConfig":{"shape":"Sf8"},"ProcessingJobName":{},"ProcessingResources":{"shape":"Sfd"},"StoppingCondition":{"shape":"Sff"},"AppSpecification":{"shape":"Sfh"},"Environment":{"shape":"Sfj"},"NetworkConfig":{"shape":"Sdi"},"RoleArn":{},"ExperimentConfig":{"shape":"Sfk"},"ProcessingJobArn":{},"ProcessingJobStatus":{},"ExitMessage":{},"FailureReason":{},"ProcessingEndTime":{"type":"timestamp"},"ProcessingStartTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"MonitoringScheduleArn":{},"AutoMLJobArn":{},"TrainingJobArn":{}}}},"DescribeProject":{"input":{"type":"structure","required":["ProjectName"],"members":{"ProjectName":{}}},"output":{"type":"structure","required":["ProjectArn","ProjectName","ProjectId","ServiceCatalogProvisioningDetails","ProjectStatus","CreationTime"],"members":{"ProjectArn":{},"ProjectName":{},"ProjectId":{},"ProjectDescription":{},"ServiceCatalogProvisioningDetails":{"shape":"Sfp"},"ServiceCatalogProvisionedProductDetails":{"type":"structure","members":{"ProvisionedProductId":{},"ProvisionedProductStatusMessage":{}}},"ProjectStatus":{},"CreatedBy":{"shape":"Sjw"},"CreationTime":{"type":"timestamp"}}}},"DescribeSubscribedWorkteam":{"input":{"type":"structure","required":["WorkteamArn"],"members":{"WorkteamArn":{}}},"output":{"type":"structure","required":["SubscribedWorkteam"],"members":{"SubscribedWorkteam":{"shape":"Spc"}}}},"DescribeTrainingJob":{"input":{"type":"structure","required":["TrainingJobName"],"members":{"TrainingJobName":{}}},"output":{"type":"structure","required":["TrainingJobName","TrainingJobArn","ModelArtifacts","TrainingJobStatus","SecondaryStatus","AlgorithmSpecification","ResourceConfig","StoppingCondition","CreationTime"],"members":{"TrainingJobName":{},"TrainingJobArn":{},"TuningJobArn":{},"LabelingJobArn":{},"AutoMLJobArn":{},"ModelArtifacts":{"shape":"Sl6"},"TrainingJobStatus":{},"SecondaryStatus":{},"FailureReason":{},"HyperParameters":{"shape":"S2a"},"AlgorithmSpecification":{"shape":"Sg0"},"RoleArn":{},"InputDataConfig":{"shape":"S2c"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"VpcConfig":{"shape":"S4x"},"StoppingCondition":{"shape":"S2y"},"CreationTime":{"type":"timestamp"},"TrainingStartTime":{"type":"timestamp"},"TrainingEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"SecondaryStatusTransitions":{"shape":"Spg"},"FinalMetricDataList":{"shape":"Spj"},"EnableNetworkIsolation":{"type":"boolean"},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableManagedSpotTraining":{"type":"boolean"},"CheckpointConfig":{"shape":"Saf"},"TrainingTimeInSeconds":{"type":"integer"},"BillableTimeInSeconds":{"type":"integer"},"DebugHookConfig":{"shape":"Sg1"},"ExperimentConfig":{"shape":"Sfk"},"DebugRuleConfigurations":{"shape":"Sg9"},"TensorBoardOutputConfig":{"shape":"Sge"},"DebugRuleEvaluationStatuses":{"shape":"Spo"},"ProfilerConfig":{"shape":"Sgf"},"ProfilerRuleConfigurations":{"shape":"Sgi"},"ProfilerRuleEvaluationStatuses":{"type":"list","member":{"type":"structure","members":{"RuleConfigurationName":{},"RuleEvaluationJobArn":{},"RuleEvaluationStatus":{},"StatusDetails":{},"LastModifiedTime":{"type":"timestamp"}}}},"ProfilingStatus":{}}}},"DescribeTransformJob":{"input":{"type":"structure","required":["TransformJobName"],"members":{"TransformJobName":{}}},"output":{"type":"structure","required":["TransformJobName","TransformJobArn","TransformJobStatus","ModelName","TransformInput","TransformResources","CreationTime"],"members":{"TransformJobName":{},"TransformJobArn":{},"TransformJobStatus":{},"FailureReason":{},"ModelName":{},"MaxConcurrentTransforms":{"type":"integer"},"ModelClientConfig":{"shape":"Sgo"},"MaxPayloadInMB":{"type":"integer"},"BatchStrategy":{},"Environment":{"shape":"S35"},"TransformInput":{"shape":"S38"},"TransformOutput":{"shape":"S3c"},"TransformResources":{"shape":"S3f"},"CreationTime":{"type":"timestamp"},"TransformStartTime":{"type":"timestamp"},"TransformEndTime":{"type":"timestamp"},"LabelingJobArn":{},"AutoMLJobArn":{},"DataProcessing":{"shape":"Sgr"},"ExperimentConfig":{"shape":"Sfk"}}}},"DescribeTrial":{"input":{"type":"structure","required":["TrialName"],"members":{"TrialName":{}}},"output":{"type":"structure","members":{"TrialName":{},"TrialArn":{},"DisplayName":{},"ExperimentName":{},"Source":{"shape":"Sq0"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"MetadataProperties":{"shape":"Sp"}}}},"DescribeTrialComponent":{"input":{"type":"structure","required":["TrialComponentName"],"members":{"TrialComponentName":{}}},"output":{"type":"structure","members":{"TrialComponentName":{},"TrialComponentArn":{},"DisplayName":{},"Source":{"shape":"Sq4"},"Status":{"shape":"Sgz"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"Parameters":{"shape":"Sh3"},"InputArtifacts":{"shape":"Sh7"},"OutputArtifacts":{"shape":"Sh7"},"MetadataProperties":{"shape":"Sp"},"Metrics":{"shape":"Sq6"}}}},"DescribeUserProfile":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{}}},"output":{"type":"structure","members":{"DomainId":{},"UserProfileArn":{},"UserProfileName":{},"HomeEfsFileSystemUid":{},"Status":{},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"FailureReason":{},"SingleSignOnUserIdentifier":{},"SingleSignOnUserValue":{},"UserSettings":{"shape":"S74"}}}},"DescribeWorkforce":{"input":{"type":"structure","required":["WorkforceName"],"members":{"WorkforceName":{}}},"output":{"type":"structure","required":["Workforce"],"members":{"Workforce":{"shape":"Sqg"}}}},"DescribeWorkteam":{"input":{"type":"structure","required":["WorkteamName"],"members":{"WorkteamName":{}}},"output":{"type":"structure","required":["Workteam"],"members":{"Workteam":{"shape":"Sqk"}}}},"DisableSagemakerServicecatalogPortfolio":{"input":{"type":"structure","members":{}},"output":{"type":"structure","members":{}}},"DisassociateTrialComponent":{"input":{"type":"structure","required":["TrialComponentName","TrialName"],"members":{"TrialComponentName":{},"TrialName":{}}},"output":{"type":"structure","members":{"TrialComponentArn":{},"TrialArn":{}}}},"EnableSagemakerServicecatalogPortfolio":{"input":{"type":"structure","members":{}},"output":{"type":"structure","members":{}}},"GetDeviceFleetReport":{"input":{"type":"structure","required":["DeviceFleetName"],"members":{"DeviceFleetName":{}}},"output":{"type":"structure","required":["DeviceFleetArn","DeviceFleetName"],"members":{"DeviceFleetArn":{},"DeviceFleetName":{},"OutputConfig":{"shape":"S70"},"Description":{},"ReportGenerated":{"type":"timestamp"},"DeviceStats":{"type":"structure","required":["ConnectedDeviceCount","RegisteredDeviceCount"],"members":{"ConnectedDeviceCount":{"type":"long"},"RegisteredDeviceCount":{"type":"long"}}},"AgentVersions":{"type":"list","member":{"type":"structure","required":["Version","AgentCount"],"members":{"Version":{},"AgentCount":{"type":"long"}}}},"ModelStats":{"type":"list","member":{"type":"structure","required":["ModelName","ModelVersion","OfflineDeviceCount","ConnectedDeviceCount","ActiveDeviceCount","SamplingDeviceCount"],"members":{"ModelName":{},"ModelVersion":{},"OfflineDeviceCount":{"type":"long"},"ConnectedDeviceCount":{"type":"long"},"ActiveDeviceCount":{"type":"long"},"SamplingDeviceCount":{"type":"long"}}}}}}},"GetModelPackageGroupPolicy":{"input":{"type":"structure","required":["ModelPackageGroupName"],"members":{"ModelPackageGroupName":{}}},"output":{"type":"structure","required":["ResourcePolicy"],"members":{"ResourcePolicy":{}}}},"GetSagemakerServicecatalogPortfolioStatus":{"input":{"type":"structure","members":{}},"output":{"type":"structure","members":{"Status":{}}}},"GetSearchSuggestions":{"input":{"type":"structure","required":["Resource"],"members":{"Resource":{},"SuggestionQuery":{"type":"structure","members":{"PropertyNameQuery":{"type":"structure","required":["PropertyNameHint"],"members":{"PropertyNameHint":{}}}}}}},"output":{"type":"structure","members":{"PropertyNameSuggestions":{"type":"list","member":{"type":"structure","members":{"PropertyName":{}}}}}}},"ListActions":{"input":{"type":"structure","members":{"SourceUri":{},"ActionType":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"ActionSummaries":{"type":"list","member":{"type":"structure","members":{"ActionArn":{},"ActionName":{},"Source":{"shape":"Si"},"ActionType":{},"Status":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListAlgorithms":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["AlgorithmSummaryList"],"members":{"AlgorithmSummaryList":{"type":"list","member":{"type":"structure","required":["AlgorithmName","AlgorithmArn","CreationTime","AlgorithmStatus"],"members":{"AlgorithmName":{},"AlgorithmArn":{},"AlgorithmDescription":{},"CreationTime":{"type":"timestamp"},"AlgorithmStatus":{}}}},"NextToken":{}}}},"ListAppImageConfigs":{"input":{"type":"structure","members":{"MaxResults":{"type":"integer"},"NextToken":{},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"ModifiedTimeBefore":{"type":"timestamp"},"ModifiedTimeAfter":{"type":"timestamp"},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","members":{"NextToken":{},"AppImageConfigs":{"type":"list","member":{"type":"structure","members":{"AppImageConfigArn":{},"AppImageConfigName":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"KernelGatewayImageConfig":{"shape":"S3x"}}}}}}},"ListApps":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortOrder":{},"SortBy":{},"DomainIdEquals":{},"UserProfileNameEquals":{}}},"output":{"type":"structure","members":{"Apps":{"type":"list","member":{"type":"structure","members":{"DomainId":{},"UserProfileName":{},"AppType":{},"AppName":{},"Status":{},"CreationTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListArtifacts":{"input":{"type":"structure","members":{"SourceUri":{},"ArtifactType":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"ArtifactSummaries":{"type":"list","member":{"type":"structure","members":{"ArtifactArn":{},"ArtifactName":{},"Source":{"shape":"S49"},"ArtifactType":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListAssociations":{"input":{"type":"structure","members":{"SourceArn":{},"DestinationArn":{},"SourceType":{},"DestinationType":{},"AssociationType":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"AssociationSummaries":{"type":"list","member":{"type":"structure","members":{"SourceArn":{},"DestinationArn":{},"SourceType":{},"DestinationType":{},"AssociationType":{},"SourceName":{},"DestinationName":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"}}}},"NextToken":{}}}},"ListAutoMLJobs":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortOrder":{},"SortBy":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","required":["AutoMLJobSummaries"],"members":{"AutoMLJobSummaries":{"type":"list","member":{"type":"structure","required":["AutoMLJobName","AutoMLJobArn","AutoMLJobStatus","AutoMLJobSecondaryStatus","CreationTime","LastModifiedTime"],"members":{"AutoMLJobName":{},"AutoMLJobArn":{},"AutoMLJobStatus":{},"AutoMLJobSecondaryStatus":{},"CreationTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{}}}},"NextToken":{}}}},"ListCandidatesForAutoMLJob":{"input":{"type":"structure","required":["AutoMLJobName"],"members":{"AutoMLJobName":{},"StatusEquals":{},"CandidateNameEquals":{},"SortOrder":{},"SortBy":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","required":["Candidates"],"members":{"Candidates":{"type":"list","member":{"shape":"Skg"}},"NextToken":{}}}},"ListCodeRepositories":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["CodeRepositorySummaryList"],"members":{"CodeRepositorySummaryList":{"type":"list","member":{"type":"structure","required":["CodeRepositoryName","CodeRepositoryArn","CreationTime","LastModifiedTime"],"members":{"CodeRepositoryName":{},"CodeRepositoryArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"GitConfig":{"shape":"S56"}}}},"NextToken":{}}}},"ListCompilationJobs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["CompilationJobSummaries"],"members":{"CompilationJobSummaries":{"type":"list","member":{"type":"structure","required":["CompilationJobName","CompilationJobArn","CreationTime","CompilationJobStatus"],"members":{"CompilationJobName":{},"CompilationJobArn":{},"CreationTime":{"type":"timestamp"},"CompilationStartTime":{"type":"timestamp"},"CompilationEndTime":{"type":"timestamp"},"CompilationTargetDevice":{},"CompilationTargetPlatformOs":{},"CompilationTargetPlatformArch":{},"CompilationTargetPlatformAccelerator":{},"LastModifiedTime":{"type":"timestamp"},"CompilationJobStatus":{}}}},"NextToken":{}}}},"ListContexts":{"input":{"type":"structure","members":{"SourceUri":{},"ContextType":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"ContextSummaries":{"type":"list","member":{"type":"structure","members":{"ContextArn":{},"ContextName":{},"Source":{"shape":"S5r"},"ContextType":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListDataQualityJobDefinitions":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["JobDefinitionSummaries"],"members":{"JobDefinitionSummaries":{"shape":"Sta"},"NextToken":{}}}},"ListDeviceFleets":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["DeviceFleetSummaries"],"members":{"DeviceFleetSummaries":{"type":"list","member":{"type":"structure","required":["DeviceFleetArn","DeviceFleetName"],"members":{"DeviceFleetArn":{},"DeviceFleetName":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListDevices":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"LatestHeartbeatAfter":{"type":"timestamp"},"ModelName":{},"DeviceFleetName":{}}},"output":{"type":"structure","required":["DeviceSummaries"],"members":{"DeviceSummaries":{"type":"list","member":{"type":"structure","required":["DeviceName","DeviceArn"],"members":{"DeviceName":{},"DeviceArn":{},"Description":{},"DeviceFleetName":{},"IotThingName":{},"RegistrationTime":{"type":"timestamp"},"LatestHeartbeat":{"type":"timestamp"},"Models":{"type":"list","member":{"type":"structure","required":["ModelName","ModelVersion"],"members":{"ModelName":{},"ModelVersion":{}}}}}}},"NextToken":{}}}},"ListDomains":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"Domains":{"type":"list","member":{"type":"structure","members":{"DomainArn":{},"DomainId":{},"DomainName":{},"Status":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"Url":{}}}},"NextToken":{}}}},"ListEdgePackagingJobs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"ModelNameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["EdgePackagingJobSummaries"],"members":{"EdgePackagingJobSummaries":{"type":"list","member":{"type":"structure","required":["EdgePackagingJobArn","EdgePackagingJobName","EdgePackagingJobStatus"],"members":{"EdgePackagingJobArn":{},"EdgePackagingJobName":{},"EdgePackagingJobStatus":{},"CompilationJobName":{},"ModelName":{},"ModelVersion":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListEndpointConfigs":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["EndpointConfigs"],"members":{"EndpointConfigs":{"type":"list","member":{"type":"structure","required":["EndpointConfigName","EndpointConfigArn","CreationTime"],"members":{"EndpointConfigName":{},"EndpointConfigArn":{},"CreationTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListEndpoints":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"StatusEquals":{}}},"output":{"type":"structure","required":["Endpoints"],"members":{"Endpoints":{"type":"list","member":{"type":"structure","required":["EndpointName","EndpointArn","CreationTime","LastModifiedTime","EndpointStatus"],"members":{"EndpointName":{},"EndpointArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"EndpointStatus":{}}}},"NextToken":{}}}},"ListExperiments":{"input":{"type":"structure","members":{"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"ExperimentSummaries":{"type":"list","member":{"type":"structure","members":{"ExperimentArn":{},"ExperimentName":{},"DisplayName":{},"ExperimentSource":{"shape":"Smp"},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListFeatureGroups":{"input":{"type":"structure","members":{"NameContains":{},"FeatureGroupStatusEquals":{},"OfflineStoreStatusEquals":{},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"SortOrder":{},"SortBy":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","required":["FeatureGroupSummaries","NextToken"],"members":{"FeatureGroupSummaries":{"type":"list","member":{"type":"structure","required":["FeatureGroupName","FeatureGroupArn","CreationTime"],"members":{"FeatureGroupName":{},"FeatureGroupArn":{},"CreationTime":{"type":"timestamp"},"FeatureGroupStatus":{},"OfflineStoreStatus":{"shape":"Smv"}}}},"NextToken":{}}}},"ListFlowDefinitions":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["FlowDefinitionSummaries"],"members":{"FlowDefinitionSummaries":{"type":"list","member":{"type":"structure","required":["FlowDefinitionName","FlowDefinitionArn","FlowDefinitionStatus","CreationTime"],"members":{"FlowDefinitionName":{},"FlowDefinitionArn":{},"FlowDefinitionStatus":{},"CreationTime":{"type":"timestamp"},"FailureReason":{}}}},"NextToken":{}}}},"ListHumanTaskUis":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["HumanTaskUiSummaries"],"members":{"HumanTaskUiSummaries":{"type":"list","member":{"type":"structure","required":["HumanTaskUiName","HumanTaskUiArn","CreationTime"],"members":{"HumanTaskUiName":{},"HumanTaskUiArn":{},"CreationTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListHyperParameterTuningJobs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortBy":{},"SortOrder":{},"NameContains":{},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"StatusEquals":{}}},"output":{"type":"structure","required":["HyperParameterTuningJobSummaries"],"members":{"HyperParameterTuningJobSummaries":{"type":"list","member":{"type":"structure","required":["HyperParameterTuningJobName","HyperParameterTuningJobArn","HyperParameterTuningJobStatus","Strategy","CreationTime","TrainingJobStatusCounters","ObjectiveStatusCounters"],"members":{"HyperParameterTuningJobName":{},"HyperParameterTuningJobArn":{},"HyperParameterTuningJobStatus":{},"Strategy":{},"CreationTime":{"type":"timestamp"},"HyperParameterTuningEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"TrainingJobStatusCounters":{"shape":"Sna"},"ObjectiveStatusCounters":{"shape":"Snc"},"ResourceLimits":{"shape":"S9v"}}}},"NextToken":{}}}},"ListImageVersions":{"input":{"type":"structure","required":["ImageName"],"members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"ImageName":{},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","members":{"ImageVersions":{"type":"list","member":{"type":"structure","required":["CreationTime","ImageArn","ImageVersionArn","ImageVersionStatus","LastModifiedTime","Version"],"members":{"CreationTime":{"type":"timestamp"},"FailureReason":{},"ImageArn":{},"ImageVersionArn":{},"ImageVersionStatus":{},"LastModifiedTime":{"type":"timestamp"},"Version":{"type":"integer"}}}},"NextToken":{}}}},"ListImages":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","members":{"Images":{"type":"list","member":{"type":"structure","required":["CreationTime","ImageArn","ImageName","ImageStatus","LastModifiedTime"],"members":{"CreationTime":{"type":"timestamp"},"Description":{},"DisplayName":{},"FailureReason":{},"ImageArn":{},"ImageName":{},"ImageStatus":{},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListLabelingJobs":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NextToken":{},"NameContains":{},"SortBy":{},"SortOrder":{},"StatusEquals":{}}},"output":{"type":"structure","members":{"LabelingJobSummaryList":{"type":"list","member":{"type":"structure","required":["LabelingJobName","LabelingJobArn","CreationTime","LastModifiedTime","LabelingJobStatus","LabelCounters","WorkteamArn","PreHumanTaskLambdaArn"],"members":{"LabelingJobName":{},"LabelingJobArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LabelingJobStatus":{},"LabelCounters":{"shape":"Snr"},"WorkteamArn":{},"PreHumanTaskLambdaArn":{},"AnnotationConsolidationLambdaArn":{},"FailureReason":{},"LabelingJobOutput":{"shape":"Snu"},"InputConfig":{"shape":"Say"}}}},"NextToken":{}}}},"ListLabelingJobsForWorkteam":{"input":{"type":"structure","required":["WorkteamArn"],"members":{"WorkteamArn":{},"MaxResults":{"type":"integer"},"NextToken":{},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"JobReferenceCodeContains":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["LabelingJobSummaryList"],"members":{"LabelingJobSummaryList":{"type":"list","member":{"type":"structure","required":["JobReferenceCode","WorkRequesterAccountId","CreationTime"],"members":{"LabelingJobName":{},"JobReferenceCode":{},"WorkRequesterAccountId":{},"CreationTime":{"type":"timestamp"},"LabelCounters":{"type":"structure","members":{"HumanLabeled":{"type":"integer"},"PendingHuman":{"type":"integer"},"Total":{"type":"integer"}}},"NumberOfHumanWorkersPerDataObject":{"type":"integer"}}}},"NextToken":{}}}},"ListModelBiasJobDefinitions":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["JobDefinitionSummaries"],"members":{"JobDefinitionSummaries":{"shape":"Sta"},"NextToken":{}}}},"ListModelExplainabilityJobDefinitions":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["JobDefinitionSummaries"],"members":{"JobDefinitionSummaries":{"shape":"Sta"},"NextToken":{}}}},"ListModelPackageGroups":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["ModelPackageGroupSummaryList"],"members":{"ModelPackageGroupSummaryList":{"type":"list","member":{"type":"structure","required":["ModelPackageGroupName","ModelPackageGroupArn","CreationTime","ModelPackageGroupStatus"],"members":{"ModelPackageGroupName":{},"ModelPackageGroupArn":{},"ModelPackageGroupDescription":{},"CreationTime":{"type":"timestamp"},"ModelPackageGroupStatus":{}}}},"NextToken":{}}}},"ListModelPackages":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"ModelApprovalStatus":{},"ModelPackageGroupName":{},"ModelPackageType":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["ModelPackageSummaryList"],"members":{"ModelPackageSummaryList":{"type":"list","member":{"type":"structure","required":["ModelPackageName","ModelPackageArn","CreationTime","ModelPackageStatus"],"members":{"ModelPackageName":{},"ModelPackageGroupName":{},"ModelPackageVersion":{"type":"integer"},"ModelPackageArn":{},"ModelPackageDescription":{},"CreationTime":{"type":"timestamp"},"ModelPackageStatus":{},"ModelApprovalStatus":{}}}},"NextToken":{}}}},"ListModelQualityJobDefinitions":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["JobDefinitionSummaries"],"members":{"JobDefinitionSummaries":{"shape":"Sta"},"NextToken":{}}}},"ListModels":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","required":["Models"],"members":{"Models":{"type":"list","member":{"type":"structure","required":["ModelName","ModelArn","CreationTime"],"members":{"ModelName":{},"ModelArn":{},"CreationTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListMonitoringExecutions":{"input":{"type":"structure","members":{"MonitoringScheduleName":{},"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"ScheduledTimeBefore":{"type":"timestamp"},"ScheduledTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"StatusEquals":{},"MonitoringJobDefinitionName":{},"MonitoringTypeEquals":{}}},"output":{"type":"structure","required":["MonitoringExecutionSummaries"],"members":{"MonitoringExecutionSummaries":{"type":"list","member":{"shape":"Soi"}},"NextToken":{}}}},"ListMonitoringSchedules":{"input":{"type":"structure","members":{"EndpointName":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"StatusEquals":{},"MonitoringJobDefinitionName":{},"MonitoringTypeEquals":{}}},"output":{"type":"structure","required":["MonitoringScheduleSummaries"],"members":{"MonitoringScheduleSummaries":{"type":"list","member":{"type":"structure","required":["MonitoringScheduleName","MonitoringScheduleArn","CreationTime","LastModifiedTime","MonitoringScheduleStatus"],"members":{"MonitoringScheduleName":{},"MonitoringScheduleArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringScheduleStatus":{},"EndpointName":{},"MonitoringJobDefinitionName":{},"MonitoringType":{}}}},"NextToken":{}}}},"ListNotebookInstanceLifecycleConfigs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortBy":{},"SortOrder":{},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"}}},"output":{"type":"structure","members":{"NextToken":{},"NotebookInstanceLifecycleConfigs":{"type":"list","member":{"type":"structure","required":["NotebookInstanceLifecycleConfigName","NotebookInstanceLifecycleConfigArn"],"members":{"NotebookInstanceLifecycleConfigName":{},"NotebookInstanceLifecycleConfigArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}}}}},"ListNotebookInstances":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortBy":{},"SortOrder":{},"NameContains":{},"CreationTimeBefore":{"type":"timestamp"},"CreationTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"StatusEquals":{},"NotebookInstanceLifecycleConfigNameContains":{},"DefaultCodeRepositoryContains":{},"AdditionalCodeRepositoryEquals":{}}},"output":{"type":"structure","members":{"NextToken":{},"NotebookInstances":{"type":"list","member":{"type":"structure","required":["NotebookInstanceName","NotebookInstanceArn"],"members":{"NotebookInstanceName":{},"NotebookInstanceArn":{},"NotebookInstanceStatus":{},"Url":{},"InstanceType":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"NotebookInstanceLifecycleConfigName":{},"DefaultCodeRepository":{},"AdditionalCodeRepositories":{"shape":"Sdv"}}}}}}},"ListPipelineExecutionSteps":{"input":{"type":"structure","members":{"PipelineExecutionArn":{},"NextToken":{},"MaxResults":{"type":"integer"},"SortOrder":{}}},"output":{"type":"structure","members":{"PipelineExecutionSteps":{"type":"list","member":{"type":"structure","members":{"StepName":{},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"StepStatus":{},"CacheHitResult":{"type":"structure","members":{"SourcePipelineExecutionArn":{}}},"FailureReason":{},"Metadata":{"type":"structure","members":{"TrainingJob":{"type":"structure","members":{"Arn":{}}},"ProcessingJob":{"type":"structure","members":{"Arn":{}}},"TransformJob":{"type":"structure","members":{"Arn":{}}},"Model":{"type":"structure","members":{"Arn":{}}},"RegisterModel":{"type":"structure","members":{"Arn":{}}},"Condition":{"type":"structure","members":{"Outcome":{}}}}}}}},"NextToken":{}}}},"ListPipelineExecutions":{"input":{"type":"structure","required":["PipelineName"],"members":{"PipelineName":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"PipelineExecutionSummaries":{"type":"list","member":{"type":"structure","members":{"PipelineExecutionArn":{},"StartTime":{"type":"timestamp"},"PipelineExecutionStatus":{},"PipelineExecutionDescription":{},"PipelineExecutionDisplayName":{}}}},"NextToken":{}}}},"ListPipelineParametersForExecution":{"input":{"type":"structure","required":["PipelineExecutionArn"],"members":{"PipelineExecutionArn":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"PipelineParameters":{"shape":"Sxo"},"NextToken":{}}}},"ListPipelines":{"input":{"type":"structure","members":{"PipelineNamePrefix":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"PipelineSummaries":{"type":"list","member":{"type":"structure","members":{"PipelineArn":{},"PipelineName":{},"PipelineDisplayName":{},"PipelineDescription":{},"RoleArn":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LastExecutionTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListProcessingJobs":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["ProcessingJobSummaries"],"members":{"ProcessingJobSummaries":{"type":"list","member":{"type":"structure","required":["ProcessingJobName","ProcessingJobArn","CreationTime","ProcessingJobStatus"],"members":{"ProcessingJobName":{},"ProcessingJobArn":{},"CreationTime":{"type":"timestamp"},"ProcessingEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"ProcessingJobStatus":{},"FailureReason":{},"ExitMessage":{}}}},"NextToken":{}}}},"ListProjects":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"MaxResults":{"type":"integer"},"NameContains":{},"NextToken":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["ProjectSummaryList"],"members":{"ProjectSummaryList":{"type":"list","member":{"type":"structure","required":["ProjectName","ProjectArn","ProjectId","CreationTime","ProjectStatus"],"members":{"ProjectName":{},"ProjectDescription":{},"ProjectArn":{},"ProjectId":{},"CreationTime":{"type":"timestamp"},"ProjectStatus":{}}}},"NextToken":{}}}},"ListSubscribedWorkteams":{"input":{"type":"structure","members":{"NameContains":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["SubscribedWorkteams"],"members":{"SubscribedWorkteams":{"type":"list","member":{"shape":"Spc"}},"NextToken":{}}}},"ListTags":{"input":{"type":"structure","required":["ResourceArn"],"members":{"ResourceArn":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"Tags":{"shape":"S7"},"NextToken":{}}}},"ListTrainingJobs":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["TrainingJobSummaries"],"members":{"TrainingJobSummaries":{"type":"list","member":{"type":"structure","required":["TrainingJobName","TrainingJobArn","CreationTime","TrainingJobStatus"],"members":{"TrainingJobName":{},"TrainingJobArn":{},"CreationTime":{"type":"timestamp"},"TrainingEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"TrainingJobStatus":{}}}},"NextToken":{}}}},"ListTrainingJobsForHyperParameterTuningJob":{"input":{"type":"structure","required":["HyperParameterTuningJobName"],"members":{"HyperParameterTuningJobName":{},"NextToken":{},"MaxResults":{"type":"integer"},"StatusEquals":{},"SortBy":{},"SortOrder":{}}},"output":{"type":"structure","required":["TrainingJobSummaries"],"members":{"TrainingJobSummaries":{"type":"list","member":{"shape":"Sne"}},"NextToken":{}}}},"ListTransformJobs":{"input":{"type":"structure","members":{"CreationTimeAfter":{"type":"timestamp"},"CreationTimeBefore":{"type":"timestamp"},"LastModifiedTimeAfter":{"type":"timestamp"},"LastModifiedTimeBefore":{"type":"timestamp"},"NameContains":{},"StatusEquals":{},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["TransformJobSummaries"],"members":{"TransformJobSummaries":{"type":"list","member":{"type":"structure","required":["TransformJobName","TransformJobArn","CreationTime","TransformJobStatus"],"members":{"TransformJobName":{},"TransformJobArn":{},"CreationTime":{"type":"timestamp"},"TransformEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"TransformJobStatus":{},"FailureReason":{}}}},"NextToken":{}}}},"ListTrialComponents":{"input":{"type":"structure","members":{"ExperimentName":{},"TrialName":{},"SourceArn":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","members":{"TrialComponentSummaries":{"type":"list","member":{"type":"structure","members":{"TrialComponentName":{},"TrialComponentArn":{},"DisplayName":{},"TrialComponentSource":{"shape":"Sq4"},"Status":{"shape":"Sgz"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"}}}},"NextToken":{}}}},"ListTrials":{"input":{"type":"structure","members":{"ExperimentName":{},"TrialComponentName":{},"CreatedAfter":{"type":"timestamp"},"CreatedBefore":{"type":"timestamp"},"SortBy":{},"SortOrder":{},"MaxResults":{"type":"integer"},"NextToken":{}}},"output":{"type":"structure","members":{"TrialSummaries":{"type":"list","member":{"type":"structure","members":{"TrialArn":{},"TrialName":{},"DisplayName":{},"TrialSource":{"shape":"Sq0"},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListUserProfiles":{"input":{"type":"structure","members":{"NextToken":{},"MaxResults":{"type":"integer"},"SortOrder":{},"SortBy":{},"DomainIdEquals":{},"UserProfileNameContains":{}}},"output":{"type":"structure","members":{"UserProfiles":{"type":"list","member":{"type":"structure","members":{"DomainId":{},"UserProfileName":{},"Status":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"}}}},"NextToken":{}}}},"ListWorkforces":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NameContains":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["Workforces"],"members":{"Workforces":{"type":"list","member":{"shape":"Sqg"}},"NextToken":{}}}},"ListWorkteams":{"input":{"type":"structure","members":{"SortBy":{},"SortOrder":{},"NameContains":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","required":["Workteams"],"members":{"Workteams":{"type":"list","member":{"shape":"Sqk"}},"NextToken":{}}}},"PutModelPackageGroupPolicy":{"input":{"type":"structure","required":["ModelPackageGroupName","ResourcePolicy"],"members":{"ModelPackageGroupName":{},"ResourcePolicy":{}}},"output":{"type":"structure","required":["ModelPackageGroupArn"],"members":{"ModelPackageGroupArn":{}}}},"RegisterDevices":{"input":{"type":"structure","required":["DeviceFleetName","Devices"],"members":{"DeviceFleetName":{},"Devices":{"shape":"Sze"},"Tags":{"shape":"S7"}}}},"RenderUiTemplate":{"input":{"type":"structure","required":["Task","RoleArn"],"members":{"UiTemplate":{"shape":"S9o"},"Task":{"type":"structure","required":["Input"],"members":{"Input":{}}},"RoleArn":{},"HumanTaskUiArn":{}}},"output":{"type":"structure","required":["RenderedContent","Errors"],"members":{"RenderedContent":{},"Errors":{"type":"list","member":{"type":"structure","required":["Code","Message"],"members":{"Code":{},"Message":{}}}}}}},"Search":{"input":{"type":"structure","required":["Resource"],"members":{"Resource":{},"SearchExpression":{"shape":"Szn"},"SortBy":{},"SortOrder":{},"NextToken":{},"MaxResults":{"type":"integer"}}},"output":{"type":"structure","members":{"Results":{"type":"list","member":{"type":"structure","members":{"TrainingJob":{"shape":"S100"},"Experiment":{"type":"structure","members":{"ExperimentName":{},"ExperimentArn":{},"DisplayName":{},"Source":{"shape":"Smp"},"Description":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"Tags":{"shape":"S7"}}},"Trial":{"type":"structure","members":{"TrialName":{},"TrialArn":{},"DisplayName":{},"ExperimentName":{},"Source":{"shape":"Sq0"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"MetadataProperties":{"shape":"Sp"},"Tags":{"shape":"S7"},"TrialComponentSummaries":{"type":"list","member":{"type":"structure","members":{"TrialComponentName":{},"TrialComponentArn":{},"TrialComponentSource":{"shape":"Sq4"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"}}}}}},"TrialComponent":{"type":"structure","members":{"TrialComponentName":{},"DisplayName":{},"TrialComponentArn":{},"Source":{"shape":"Sq4"},"Status":{"shape":"Sgz"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"Parameters":{"shape":"Sh3"},"InputArtifacts":{"shape":"Sh7"},"OutputArtifacts":{"shape":"Sh7"},"Metrics":{"shape":"Sq6"},"MetadataProperties":{"shape":"Sp"},"SourceDetail":{"type":"structure","members":{"SourceArn":{},"TrainingJob":{"shape":"S100"},"ProcessingJob":{"type":"structure","members":{"ProcessingInputs":{"shape":"Sel"},"ProcessingOutputConfig":{"shape":"Sf8"},"ProcessingJobName":{},"ProcessingResources":{"shape":"Sfd"},"StoppingCondition":{"shape":"Sff"},"AppSpecification":{"shape":"Sfh"},"Environment":{"shape":"Sfj"},"NetworkConfig":{"shape":"Sdi"},"RoleArn":{},"ExperimentConfig":{"shape":"Sfk"},"ProcessingJobArn":{},"ProcessingJobStatus":{},"ExitMessage":{},"FailureReason":{},"ProcessingEndTime":{"type":"timestamp"},"ProcessingStartTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"MonitoringScheduleArn":{},"AutoMLJobArn":{},"TrainingJobArn":{},"Tags":{"shape":"S7"}}},"TransformJob":{"type":"structure","members":{"TransformJobName":{},"TransformJobArn":{},"TransformJobStatus":{},"FailureReason":{},"ModelName":{},"MaxConcurrentTransforms":{"type":"integer"},"ModelClientConfig":{"shape":"Sgo"},"MaxPayloadInMB":{"type":"integer"},"BatchStrategy":{},"Environment":{"shape":"S35"},"TransformInput":{"shape":"S38"},"TransformOutput":{"shape":"S3c"},"TransformResources":{"shape":"S3f"},"CreationTime":{"type":"timestamp"},"TransformStartTime":{"type":"timestamp"},"TransformEndTime":{"type":"timestamp"},"LabelingJobArn":{},"AutoMLJobArn":{},"DataProcessing":{"shape":"Sgr"},"ExperimentConfig":{"shape":"Sfk"},"Tags":{"shape":"S7"}}}}},"Tags":{"shape":"S7"},"Parents":{"type":"list","member":{"type":"structure","members":{"TrialName":{},"ExperimentName":{}}}}}},"Endpoint":{"type":"structure","required":["EndpointName","EndpointArn","EndpointConfigName","EndpointStatus","CreationTime","LastModifiedTime"],"members":{"EndpointName":{},"EndpointArn":{},"EndpointConfigName":{},"ProductionVariants":{"shape":"Sm0"},"DataCaptureConfig":{"shape":"Sm4"},"EndpointStatus":{},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringSchedules":{"type":"list","member":{"type":"structure","members":{"MonitoringScheduleArn":{},"MonitoringScheduleName":{},"MonitoringScheduleStatus":{},"MonitoringType":{},"FailureReason":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringScheduleConfig":{"shape":"Sda"},"EndpointName":{},"LastMonitoringExecutionSummary":{"shape":"Soi"},"Tags":{"shape":"S7"}}}},"Tags":{"shape":"S7"}}},"ModelPackage":{"type":"structure","members":{"ModelPackageName":{},"ModelPackageGroupName":{},"ModelPackageVersion":{"type":"integer"},"ModelPackageArn":{},"ModelPackageDescription":{},"CreationTime":{"type":"timestamp"},"InferenceSpecification":{"shape":"S1t"},"SourceAlgorithmSpecification":{"shape":"Scm"},"ValidationSpecification":{"shape":"Scj"},"ModelPackageStatus":{},"ModelPackageStatusDetails":{"shape":"So5"},"CertifyForMarketplace":{"type":"boolean"},"ModelApprovalStatus":{},"CreatedBy":{"shape":"Sjw"},"MetadataProperties":{"shape":"Sp"},"ModelMetrics":{"shape":"Scq"},"LastModifiedTime":{"type":"timestamp"},"LastModifiedBy":{"shape":"Sjw"},"ApprovalDescription":{},"Tags":{"shape":"S7"}}},"ModelPackageGroup":{"type":"structure","members":{"ModelPackageGroupName":{},"ModelPackageGroupArn":{},"ModelPackageGroupDescription":{},"CreationTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"ModelPackageGroupStatus":{},"Tags":{"shape":"S7"}}},"Pipeline":{"type":"structure","members":{"PipelineArn":{},"PipelineName":{},"PipelineDisplayName":{},"PipelineDescription":{},"RoleArn":{},"PipelineStatus":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"LastRunTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedBy":{"shape":"Sjw"},"Tags":{"shape":"S7"}}},"PipelineExecution":{"type":"structure","members":{"PipelineArn":{},"PipelineExecutionArn":{},"PipelineExecutionDisplayName":{},"PipelineExecutionStatus":{},"PipelineExecutionDescription":{},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"CreatedBy":{"shape":"Sjw"},"LastModifiedBy":{"shape":"Sjw"},"PipelineParameters":{"shape":"Sxo"}}},"FeatureGroup":{"type":"structure","members":{"FeatureGroupArn":{},"FeatureGroupName":{},"RecordIdentifierFeatureName":{},"EventTimeFeatureName":{},"FeatureDefinitions":{"shape":"S8j"},"CreationTime":{"type":"timestamp"},"OnlineStoreConfig":{"shape":"S8m"},"OfflineStoreConfig":{"shape":"S8o"},"RoleArn":{},"FeatureGroupStatus":{},"OfflineStoreStatus":{"shape":"Smv"},"FailureReason":{},"Description":{},"Tags":{"shape":"S7"}}}}}},"NextToken":{}}}},"StartMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName"],"members":{"MonitoringScheduleName":{}}}},"StartNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{}}}},"StartPipelineExecution":{"input":{"type":"structure","required":["PipelineName","ClientRequestToken"],"members":{"PipelineName":{},"PipelineExecutionDisplayName":{},"PipelineParameters":{"shape":"Sxo"},"PipelineExecutionDescription":{},"ClientRequestToken":{"idempotencyToken":true}}},"output":{"type":"structure","members":{"PipelineExecutionArn":{}}}},"StopAutoMLJob":{"input":{"type":"structure","required":["AutoMLJobName"],"members":{"AutoMLJobName":{}}}},"StopCompilationJob":{"input":{"type":"structure","required":["CompilationJobName"],"members":{"CompilationJobName":{}}}},"StopEdgePackagingJob":{"input":{"type":"structure","required":["EdgePackagingJobName"],"members":{"EdgePackagingJobName":{}}}},"StopHyperParameterTuningJob":{"input":{"type":"structure","required":["HyperParameterTuningJobName"],"members":{"HyperParameterTuningJobName":{}}}},"StopLabelingJob":{"input":{"type":"structure","required":["LabelingJobName"],"members":{"LabelingJobName":{}}}},"StopMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName"],"members":{"MonitoringScheduleName":{}}}},"StopNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{}}}},"StopPipelineExecution":{"input":{"type":"structure","required":["PipelineExecutionArn","ClientRequestToken"],"members":{"PipelineExecutionArn":{},"ClientRequestToken":{"idempotencyToken":true}}},"output":{"type":"structure","members":{"PipelineExecutionArn":{}}}},"StopProcessingJob":{"input":{"type":"structure","required":["ProcessingJobName"],"members":{"ProcessingJobName":{}}}},"StopTrainingJob":{"input":{"type":"structure","required":["TrainingJobName"],"members":{"TrainingJobName":{}}}},"StopTransformJob":{"input":{"type":"structure","required":["TransformJobName"],"members":{"TransformJobName":{}}}},"UpdateAction":{"input":{"type":"structure","required":["ActionName"],"members":{"ActionName":{},"Description":{},"Status":{},"Properties":{"shape":"Sn"},"PropertiesToRemove":{"shape":"S110"}}},"output":{"type":"structure","members":{"ActionArn":{}}}},"UpdateAppImageConfig":{"input":{"type":"structure","required":["AppImageConfigName"],"members":{"AppImageConfigName":{},"KernelGatewayImageConfig":{"shape":"S3x"}}},"output":{"type":"structure","members":{"AppImageConfigArn":{}}}},"UpdateArtifact":{"input":{"type":"structure","required":["ArtifactArn"],"members":{"ArtifactArn":{},"ArtifactName":{},"Properties":{"shape":"Sn"},"PropertiesToRemove":{"shape":"S110"}}},"output":{"type":"structure","members":{"ArtifactArn":{}}}},"UpdateCodeRepository":{"input":{"type":"structure","required":["CodeRepositoryName"],"members":{"CodeRepositoryName":{},"GitConfig":{"type":"structure","members":{"SecretArn":{}}}}},"output":{"type":"structure","required":["CodeRepositoryArn"],"members":{"CodeRepositoryArn":{}}}},"UpdateContext":{"input":{"type":"structure","required":["ContextName"],"members":{"ContextName":{},"Description":{},"Properties":{"shape":"Sn"},"PropertiesToRemove":{"shape":"S110"}}},"output":{"type":"structure","members":{"ContextArn":{}}}},"UpdateDeviceFleet":{"input":{"type":"structure","required":["DeviceFleetName","OutputConfig"],"members":{"DeviceFleetName":{},"RoleArn":{},"Description":{},"OutputConfig":{"shape":"S70"}}}},"UpdateDevices":{"input":{"type":"structure","required":["DeviceFleetName","Devices"],"members":{"DeviceFleetName":{},"Devices":{"shape":"Sze"}}}},"UpdateDomain":{"input":{"type":"structure","required":["DomainId"],"members":{"DomainId":{},"DefaultUserSettings":{"shape":"S74"}}},"output":{"type":"structure","members":{"DomainArn":{}}}},"UpdateEndpoint":{"input":{"type":"structure","required":["EndpointName","EndpointConfigName"],"members":{"EndpointName":{},"EndpointConfigName":{},"RetainAllVariantProperties":{"type":"boolean"},"ExcludeRetainedVariantProperties":{"type":"list","member":{"type":"structure","required":["VariantPropertyType"],"members":{"VariantPropertyType":{}}}},"DeploymentConfig":{"shape":"Sm7"}}},"output":{"type":"structure","required":["EndpointArn"],"members":{"EndpointArn":{}}}},"UpdateEndpointWeightsAndCapacities":{"input":{"type":"structure","required":["EndpointName","DesiredWeightsAndCapacities"],"members":{"EndpointName":{},"DesiredWeightsAndCapacities":{"type":"list","member":{"type":"structure","required":["VariantName"],"members":{"VariantName":{},"DesiredWeight":{"type":"float"},"DesiredInstanceCount":{"type":"integer"}}}}}},"output":{"type":"structure","required":["EndpointArn"],"members":{"EndpointArn":{}}}},"UpdateExperiment":{"input":{"type":"structure","required":["ExperimentName"],"members":{"ExperimentName":{},"DisplayName":{},"Description":{}}},"output":{"type":"structure","members":{"ExperimentArn":{}}}},"UpdateImage":{"input":{"type":"structure","required":["ImageName"],"members":{"DeleteProperties":{"type":"list","member":{}},"Description":{},"DisplayName":{},"ImageName":{},"RoleArn":{}}},"output":{"type":"structure","members":{"ImageArn":{}}}},"UpdateModelPackage":{"input":{"type":"structure","required":["ModelPackageArn","ModelApprovalStatus"],"members":{"ModelPackageArn":{},"ModelApprovalStatus":{},"ApprovalDescription":{}}},"output":{"type":"structure","required":["ModelPackageArn"],"members":{"ModelPackageArn":{}}}},"UpdateMonitoringSchedule":{"input":{"type":"structure","required":["MonitoringScheduleName","MonitoringScheduleConfig"],"members":{"MonitoringScheduleName":{},"MonitoringScheduleConfig":{"shape":"Sda"}}},"output":{"type":"structure","required":["MonitoringScheduleArn"],"members":{"MonitoringScheduleArn":{}}}},"UpdateNotebookInstance":{"input":{"type":"structure","required":["NotebookInstanceName"],"members":{"NotebookInstanceName":{},"InstanceType":{},"RoleArn":{},"LifecycleConfigName":{},"DisassociateLifecycleConfig":{"type":"boolean"},"VolumeSizeInGB":{"type":"integer"},"DefaultCodeRepository":{},"AdditionalCodeRepositories":{"shape":"Sdv"},"AcceleratorTypes":{"shape":"Sds"},"DisassociateAcceleratorTypes":{"type":"boolean"},"DisassociateDefaultCodeRepository":{"type":"boolean"},"DisassociateAdditionalCodeRepositories":{"type":"boolean"},"RootAccess":{}}},"output":{"type":"structure","members":{}}},"UpdateNotebookInstanceLifecycleConfig":{"input":{"type":"structure","required":["NotebookInstanceLifecycleConfigName"],"members":{"NotebookInstanceLifecycleConfigName":{},"OnCreate":{"shape":"Se0"},"OnStart":{"shape":"Se0"}}},"output":{"type":"structure","members":{}}},"UpdatePipeline":{"input":{"type":"structure","required":["PipelineName"],"members":{"PipelineName":{},"PipelineDisplayName":{},"PipelineDefinition":{},"PipelineDescription":{},"RoleArn":{}}},"output":{"type":"structure","members":{"PipelineArn":{}}}},"UpdatePipelineExecution":{"input":{"type":"structure","required":["PipelineExecutionArn"],"members":{"PipelineExecutionArn":{},"PipelineExecutionDescription":{},"PipelineExecutionDisplayName":{}}},"output":{"type":"structure","members":{"PipelineExecutionArn":{}}}},"UpdateTrainingJob":{"input":{"type":"structure","required":["TrainingJobName"],"members":{"TrainingJobName":{},"ProfilerConfig":{"type":"structure","members":{"S3OutputPath":{},"ProfilingIntervalInMilliseconds":{"type":"long"},"ProfilingParameters":{"shape":"Sgh"},"DisableProfiler":{"type":"boolean"}}},"ProfilerRuleConfigurations":{"shape":"Sgi"}}},"output":{"type":"structure","required":["TrainingJobArn"],"members":{"TrainingJobArn":{}}}},"UpdateTrial":{"input":{"type":"structure","required":["TrialName"],"members":{"TrialName":{},"DisplayName":{}}},"output":{"type":"structure","members":{"TrialArn":{}}}},"UpdateTrialComponent":{"input":{"type":"structure","required":["TrialComponentName"],"members":{"TrialComponentName":{},"DisplayName":{},"Status":{"shape":"Sgz"},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"Parameters":{"shape":"Sh3"},"ParametersToRemove":{"shape":"S12h"},"InputArtifacts":{"shape":"Sh7"},"InputArtifactsToRemove":{"shape":"S12h"},"OutputArtifacts":{"shape":"Sh7"},"OutputArtifactsToRemove":{"shape":"S12h"}}},"output":{"type":"structure","members":{"TrialComponentArn":{}}}},"UpdateUserProfile":{"input":{"type":"structure","required":["DomainId","UserProfileName"],"members":{"DomainId":{},"UserProfileName":{},"UserSettings":{"shape":"S74"}}},"output":{"type":"structure","members":{"UserProfileArn":{}}}},"UpdateWorkforce":{"input":{"type":"structure","required":["WorkforceName"],"members":{"WorkforceName":{},"SourceIpConfig":{"shape":"Sho"},"OidcConfig":{"shape":"Shl"}}},"output":{"type":"structure","required":["Workforce"],"members":{"Workforce":{"shape":"Sqg"}}}},"UpdateWorkteam":{"input":{"type":"structure","required":["WorkteamName"],"members":{"WorkteamName":{},"MemberDefinitions":{"shape":"Shw"},"Description":{},"NotificationConfiguration":{"shape":"Si4"}}},"output":{"type":"structure","required":["Workteam"],"members":{"Workteam":{"shape":"Sqk"}}}}},"shapes":{"S7":{"type":"list","member":{"type":"structure","required":["Key","Value"],"members":{"Key":{},"Value":{}}}},"Si":{"type":"structure","required":["SourceUri"],"members":{"SourceUri":{},"SourceType":{},"SourceId":{}}},"Sn":{"type":"map","key":{},"value":{}},"Sp":{"type":"structure","members":{"CommitId":{},"Repository":{},"GeneratedBy":{},"ProjectId":{}}},"Sw":{"type":"structure","required":["TrainingImage","SupportedTrainingInstanceTypes","TrainingChannels"],"members":{"TrainingImage":{},"TrainingImageDigest":{},"SupportedHyperParameters":{"type":"list","member":{"type":"structure","required":["Name","Type"],"members":{"Name":{},"Description":{},"Type":{},"Range":{"type":"structure","members":{"IntegerParameterRangeSpecification":{"type":"structure","required":["MinValue","MaxValue"],"members":{"MinValue":{},"MaxValue":{}}},"ContinuousParameterRangeSpecification":{"type":"structure","required":["MinValue","MaxValue"],"members":{"MinValue":{},"MaxValue":{}}},"CategoricalParameterRangeSpecification":{"type":"structure","required":["Values"],"members":{"Values":{"shape":"S18"}}}}},"IsTunable":{"type":"boolean"},"IsRequired":{"type":"boolean"},"DefaultValue":{}}}},"SupportedTrainingInstanceTypes":{"type":"list","member":{}},"SupportsDistributedTraining":{"type":"boolean"},"MetricDefinitions":{"shape":"S1d"},"TrainingChannels":{"type":"list","member":{"type":"structure","required":["Name","SupportedContentTypes","SupportedInputModes"],"members":{"Name":{},"Description":{},"IsRequired":{"type":"boolean"},"SupportedContentTypes":{"shape":"S1k"},"SupportedCompressionTypes":{"type":"list","member":{}},"SupportedInputModes":{"type":"list","member":{}}}}},"SupportedTuningJobObjectiveMetrics":{"type":"list","member":{"shape":"S1r"}}}},"S18":{"type":"list","member":{}},"S1d":{"type":"list","member":{"type":"structure","required":["Name","Regex"],"members":{"Name":{},"Regex":{}}}},"S1k":{"type":"list","member":{}},"S1r":{"type":"structure","required":["Type","MetricName"],"members":{"Type":{},"MetricName":{}}},"S1t":{"type":"structure","required":["Containers","SupportedContentTypes","SupportedResponseMIMETypes"],"members":{"Containers":{"type":"list","member":{"type":"structure","required":["Image"],"members":{"ContainerHostname":{},"Image":{},"ImageDigest":{},"ModelDataUrl":{},"ProductId":{}}}},"SupportedTransformInstanceTypes":{"type":"list","member":{}},"SupportedRealtimeInferenceInstanceTypes":{"type":"list","member":{}},"SupportedContentTypes":{"shape":"S1k"},"SupportedResponseMIMETypes":{"type":"list","member":{}}}},"S25":{"type":"structure","required":["ValidationRole","ValidationProfiles"],"members":{"ValidationRole":{},"ValidationProfiles":{"type":"list","member":{"type":"structure","required":["ProfileName","TrainingJobDefinition"],"members":{"ProfileName":{},"TrainingJobDefinition":{"type":"structure","required":["TrainingInputMode","InputDataConfig","OutputDataConfig","ResourceConfig","StoppingCondition"],"members":{"TrainingInputMode":{},"HyperParameters":{"shape":"S2a"},"InputDataConfig":{"shape":"S2c"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"StoppingCondition":{"shape":"S2y"}}},"TransformJobDefinition":{"shape":"S31"}}}}}},"S2a":{"type":"map","key":{},"value":{}},"S2c":{"type":"list","member":{"type":"structure","required":["ChannelName","DataSource"],"members":{"ChannelName":{},"DataSource":{"type":"structure","members":{"S3DataSource":{"type":"structure","required":["S3DataType","S3Uri"],"members":{"S3DataType":{},"S3Uri":{},"S3DataDistributionType":{},"AttributeNames":{"type":"list","member":{}}}},"FileSystemDataSource":{"type":"structure","required":["FileSystemId","FileSystemAccessMode","FileSystemType","DirectoryPath"],"members":{"FileSystemId":{},"FileSystemAccessMode":{},"FileSystemType":{},"DirectoryPath":{}}}}},"ContentType":{},"CompressionType":{},"RecordWrapperType":{},"InputMode":{},"ShuffleConfig":{"type":"structure","required":["Seed"],"members":{"Seed":{"type":"long"}}}}}},"S2t":{"type":"structure","required":["S3OutputPath"],"members":{"KmsKeyId":{},"S3OutputPath":{}}},"S2v":{"type":"structure","required":["InstanceType","InstanceCount","VolumeSizeInGB"],"members":{"InstanceType":{},"InstanceCount":{"type":"integer"},"VolumeSizeInGB":{"type":"integer"},"VolumeKmsKeyId":{}}},"S2y":{"type":"structure","members":{"MaxRuntimeInSeconds":{"type":"integer"},"MaxWaitTimeInSeconds":{"type":"integer"}}},"S31":{"type":"structure","required":["TransformInput","TransformOutput","TransformResources"],"members":{"MaxConcurrentTransforms":{"type":"integer"},"MaxPayloadInMB":{"type":"integer"},"BatchStrategy":{},"Environment":{"shape":"S35"},"TransformInput":{"shape":"S38"},"TransformOutput":{"shape":"S3c"},"TransformResources":{"shape":"S3f"}}},"S35":{"type":"map","key":{},"value":{}},"S38":{"type":"structure","required":["DataSource"],"members":{"DataSource":{"type":"structure","required":["S3DataSource"],"members":{"S3DataSource":{"type":"structure","required":["S3DataType","S3Uri"],"members":{"S3DataType":{},"S3Uri":{}}}}},"ContentType":{},"CompressionType":{},"SplitType":{}}},"S3c":{"type":"structure","required":["S3OutputPath"],"members":{"S3OutputPath":{},"Accept":{},"AssembleWith":{},"KmsKeyId":{}}},"S3f":{"type":"structure","required":["InstanceType","InstanceCount"],"members":{"InstanceType":{},"InstanceCount":{"type":"integer"},"VolumeKmsKeyId":{}}},"S3p":{"type":"structure","members":{"SageMakerImageArn":{},"SageMakerImageVersionArn":{},"InstanceType":{}}},"S3x":{"type":"structure","required":["KernelSpecs"],"members":{"KernelSpecs":{"type":"list","member":{"type":"structure","required":["Name"],"members":{"Name":{},"DisplayName":{}}}},"FileSystemConfig":{"type":"structure","members":{"MountPath":{},"DefaultUid":{"type":"integer"},"DefaultGid":{"type":"integer"}}}}},"S49":{"type":"structure","required":["SourceUri"],"members":{"SourceUri":{},"SourceTypes":{"type":"list","member":{"type":"structure","required":["SourceIdType","Value"],"members":{"SourceIdType":{},"Value":{}}}}}},"S4h":{"type":"list","member":{"type":"structure","required":["DataSource","TargetAttributeName"],"members":{"DataSource":{"type":"structure","required":["S3DataSource"],"members":{"S3DataSource":{"type":"structure","required":["S3DataType","S3Uri"],"members":{"S3DataType":{},"S3Uri":{}}}}},"CompressionType":{},"TargetAttributeName":{}}}},"S4n":{"type":"structure","required":["S3OutputPath"],"members":{"KmsKeyId":{},"S3OutputPath":{}}},"S4p":{"type":"structure","required":["MetricName"],"members":{"MetricName":{}}},"S4r":{"type":"structure","members":{"CompletionCriteria":{"shape":"S4s"},"SecurityConfig":{"type":"structure","members":{"VolumeKmsKeyId":{},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"VpcConfig":{"shape":"S4x"}}}}},"S4s":{"type":"structure","members":{"MaxCandidates":{"type":"integer"},"MaxRuntimePerTrainingJobInSeconds":{"type":"integer"},"MaxAutoMLJobRuntimeInSeconds":{"type":"integer"}}},"S4x":{"type":"structure","required":["SecurityGroupIds","Subnets"],"members":{"SecurityGroupIds":{"type":"list","member":{}},"Subnets":{"shape":"S50"}}},"S50":{"type":"list","member":{}},"S56":{"type":"structure","required":["RepositoryUrl"],"members":{"RepositoryUrl":{},"Branch":{},"SecretArn":{}}},"S5d":{"type":"structure","required":["S3Uri","DataInputConfig","Framework"],"members":{"S3Uri":{},"DataInputConfig":{},"Framework":{},"FrameworkVersion":{}}},"S5h":{"type":"structure","required":["S3OutputLocation"],"members":{"S3OutputLocation":{},"TargetDevice":{},"TargetPlatform":{"type":"structure","required":["Os","Arch"],"members":{"Os":{},"Arch":{},"Accelerator":{}}},"CompilerOptions":{},"KmsKeyId":{}}},"S5r":{"type":"structure","required":["SourceUri"],"members":{"SourceUri":{},"SourceType":{},"SourceId":{}}},"S5w":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"},"StatisticsResource":{"shape":"S5z"}}},"S5y":{"type":"structure","members":{"S3Uri":{}}},"S5z":{"type":"structure","members":{"S3Uri":{}}},"S60":{"type":"structure","required":["ImageUri"],"members":{"ImageUri":{},"ContainerEntrypoint":{"shape":"S62"},"ContainerArguments":{"shape":"S64"},"RecordPreprocessorSourceUri":{},"PostAnalyticsProcessorSourceUri":{},"Environment":{"shape":"S66"}}},"S62":{"type":"list","member":{}},"S64":{"type":"list","member":{}},"S66":{"type":"map","key":{},"value":{}},"S69":{"type":"structure","required":["EndpointInput"],"members":{"EndpointInput":{"shape":"S6a"}}},"S6a":{"type":"structure","required":["EndpointName","LocalPath"],"members":{"EndpointName":{},"LocalPath":{},"S3InputMode":{},"S3DataDistributionType":{},"FeaturesAttribute":{},"InferenceAttribute":{},"ProbabilityAttribute":{},"ProbabilityThresholdAttribute":{"type":"double"},"StartTimeOffset":{},"EndTimeOffset":{}}},"S6i":{"type":"structure","required":["MonitoringOutputs"],"members":{"MonitoringOutputs":{"type":"list","member":{"type":"structure","required":["S3Output"],"members":{"S3Output":{"type":"structure","required":["S3Uri","LocalPath"],"members":{"S3Uri":{},"LocalPath":{},"S3UploadMode":{}}}}}},"KmsKeyId":{}}},"S6o":{"type":"structure","required":["ClusterConfig"],"members":{"ClusterConfig":{"type":"structure","required":["InstanceCount","InstanceType","VolumeSizeInGB"],"members":{"InstanceCount":{"type":"integer"},"InstanceType":{},"VolumeSizeInGB":{"type":"integer"},"VolumeKmsKeyId":{}}}}},"S6t":{"type":"structure","members":{"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableNetworkIsolation":{"type":"boolean"},"VpcConfig":{"shape":"S4x"}}},"S6u":{"type":"structure","required":["MaxRuntimeInSeconds"],"members":{"MaxRuntimeInSeconds":{"type":"integer"}}},"S70":{"type":"structure","required":["S3OutputLocation"],"members":{"S3OutputLocation":{},"KmsKeyId":{}}},"S74":{"type":"structure","members":{"ExecutionRole":{},"SecurityGroups":{"shape":"S75"},"SharingSettings":{"type":"structure","members":{"NotebookOutputOption":{},"S3OutputPath":{},"S3KmsKeyId":{}}},"JupyterServerAppSettings":{"type":"structure","members":{"DefaultResourceSpec":{"shape":"S3p"}}},"KernelGatewayAppSettings":{"type":"structure","members":{"DefaultResourceSpec":{"shape":"S3p"},"CustomImages":{"type":"list","member":{"type":"structure","required":["ImageName","AppImageConfigName"],"members":{"ImageName":{},"ImageVersionNumber":{"type":"integer"},"AppImageConfigName":{}}}}}},"TensorBoardAppSettings":{"type":"structure","members":{"DefaultResourceSpec":{"shape":"S3p"}}}}},"S75":{"type":"list","member":{}},"S7r":{"type":"list","member":{"type":"structure","required":["VariantName","ModelName","InitialInstanceCount","InstanceType"],"members":{"VariantName":{},"ModelName":{},"InitialInstanceCount":{"type":"integer"},"InstanceType":{},"InitialVariantWeight":{"type":"float"},"AcceleratorType":{},"CoreDumpConfig":{"type":"structure","required":["DestinationS3Uri"],"members":{"DestinationS3Uri":{},"KmsKeyId":{}}}}}},"S80":{"type":"structure","required":["InitialSamplingPercentage","DestinationS3Uri","CaptureOptions"],"members":{"EnableCapture":{"type":"boolean"},"InitialSamplingPercentage":{"type":"integer"},"DestinationS3Uri":{},"KmsKeyId":{},"CaptureOptions":{"type":"list","member":{"type":"structure","required":["CaptureMode"],"members":{"CaptureMode":{}}}},"CaptureContentTypeHeader":{"type":"structure","members":{"CsvContentTypes":{"type":"list","member":{}},"JsonContentTypes":{"type":"list","member":{}}}}}},"S8j":{"type":"list","member":{"type":"structure","members":{"FeatureName":{},"FeatureType":{}}}},"S8m":{"type":"structure","members":{"SecurityConfig":{"type":"structure","members":{"KmsKeyId":{}}},"EnableOnlineStore":{"type":"boolean"}}},"S8o":{"type":"structure","required":["S3StorageConfig"],"members":{"S3StorageConfig":{"type":"structure","required":["S3Uri"],"members":{"S3Uri":{},"KmsKeyId":{}}},"DisableGlueTableCreation":{"type":"boolean"},"DataCatalogConfig":{"type":"structure","required":["TableName","Catalog","Database"],"members":{"TableName":{},"Catalog":{},"Database":{}}}}},"S8z":{"type":"structure","required":["AwsManagedHumanLoopRequestSource"],"members":{"AwsManagedHumanLoopRequestSource":{}}},"S91":{"type":"structure","required":["HumanLoopActivationConditionsConfig"],"members":{"HumanLoopActivationConditionsConfig":{"type":"structure","required":["HumanLoopActivationConditions"],"members":{"HumanLoopActivationConditions":{"jsonvalue":true}}}}},"S94":{"type":"structure","required":["WorkteamArn","HumanTaskUiArn","TaskTitle","TaskDescription","TaskCount"],"members":{"WorkteamArn":{},"HumanTaskUiArn":{},"TaskTitle":{},"TaskDescription":{},"TaskCount":{"type":"integer"},"TaskAvailabilityLifetimeInSeconds":{"type":"integer"},"TaskTimeLimitInSeconds":{"type":"integer"},"TaskKeywords":{"type":"list","member":{}},"PublicWorkforceTaskPrice":{"shape":"S9e"}}},"S9e":{"type":"structure","members":{"AmountInUsd":{"type":"structure","members":{"Dollars":{"type":"integer"},"Cents":{"type":"integer"},"TenthFractionsOfACent":{"type":"integer"}}}}},"S9j":{"type":"structure","required":["S3OutputPath"],"members":{"S3OutputPath":{},"KmsKeyId":{}}},"S9o":{"type":"structure","required":["Content"],"members":{"Content":{}}},"S9t":{"type":"structure","required":["Strategy","ResourceLimits"],"members":{"Strategy":{},"HyperParameterTuningJobObjective":{"shape":"S1r"},"ResourceLimits":{"shape":"S9v"},"ParameterRanges":{"shape":"S9y"},"TrainingJobEarlyStoppingType":{},"TuningJobCompletionCriteria":{"type":"structure","required":["TargetObjectiveMetricValue"],"members":{"TargetObjectiveMetricValue":{"type":"float"}}}}},"S9v":{"type":"structure","required":["MaxNumberOfTrainingJobs","MaxParallelTrainingJobs"],"members":{"MaxNumberOfTrainingJobs":{"type":"integer"},"MaxParallelTrainingJobs":{"type":"integer"}}},"S9y":{"type":"structure","members":{"IntegerParameterRanges":{"type":"list","member":{"type":"structure","required":["Name","MinValue","MaxValue"],"members":{"Name":{},"MinValue":{},"MaxValue":{},"ScalingType":{}}}},"ContinuousParameterRanges":{"type":"list","member":{"type":"structure","required":["Name","MinValue","MaxValue"],"members":{"Name":{},"MinValue":{},"MaxValue":{},"ScalingType":{}}}},"CategoricalParameterRanges":{"type":"list","member":{"type":"structure","required":["Name","Values"],"members":{"Name":{},"Values":{"shape":"S18"}}}}}},"Saa":{"type":"structure","required":["AlgorithmSpecification","RoleArn","OutputDataConfig","ResourceConfig","StoppingCondition"],"members":{"DefinitionName":{},"TuningObjective":{"shape":"S1r"},"HyperParameterRanges":{"shape":"S9y"},"StaticHyperParameters":{"shape":"S2a"},"AlgorithmSpecification":{"type":"structure","required":["TrainingInputMode"],"members":{"TrainingImage":{},"TrainingInputMode":{},"AlgorithmName":{},"MetricDefinitions":{"shape":"S1d"}}},"RoleArn":{},"InputDataConfig":{"shape":"S2c"},"VpcConfig":{"shape":"S4x"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"StoppingCondition":{"shape":"S2y"},"EnableNetworkIsolation":{"type":"boolean"},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableManagedSpotTraining":{"type":"boolean"},"CheckpointConfig":{"shape":"Saf"}}},"Saf":{"type":"structure","required":["S3Uri"],"members":{"S3Uri":{},"LocalPath":{}}},"Sag":{"type":"list","member":{"shape":"Saa"}},"Sah":{"type":"structure","required":["ParentHyperParameterTuningJobs","WarmStartType"],"members":{"ParentHyperParameterTuningJobs":{"type":"list","member":{"type":"structure","members":{"HyperParameterTuningJobName":{}}}},"WarmStartType":{}}},"Say":{"type":"structure","required":["DataSource"],"members":{"DataSource":{"type":"structure","members":{"S3DataSource":{"type":"structure","required":["ManifestS3Uri"],"members":{"ManifestS3Uri":{}}},"SnsDataSource":{"type":"structure","required":["SnsTopicArn"],"members":{"SnsTopicArn":{}}}}},"DataAttributes":{"type":"structure","members":{"ContentClassifiers":{"type":"list","member":{}}}}}},"Sb6":{"type":"structure","required":["S3OutputPath"],"members":{"S3OutputPath":{},"KmsKeyId":{},"SnsTopicArn":{}}},"Sb7":{"type":"structure","members":{"MaxHumanLabeledObjectCount":{"type":"integer"},"MaxPercentageOfInputDatasetLabeled":{"type":"integer"}}},"Sba":{"type":"structure","required":["LabelingJobAlgorithmSpecificationArn"],"members":{"LabelingJobAlgorithmSpecificationArn":{},"InitialActiveLearningModelArn":{},"LabelingJobResourceConfig":{"type":"structure","members":{"VolumeKmsKeyId":{}}}}},"Sbe":{"type":"structure","required":["WorkteamArn","UiConfig","PreHumanTaskLambdaArn","TaskTitle","TaskDescription","NumberOfHumanWorkersPerDataObject","TaskTimeLimitInSeconds","AnnotationConsolidationConfig"],"members":{"WorkteamArn":{},"UiConfig":{"type":"structure","members":{"UiTemplateS3Uri":{},"HumanTaskUiArn":{}}},"PreHumanTaskLambdaArn":{},"TaskKeywords":{"type":"list","member":{}},"TaskTitle":{},"TaskDescription":{},"NumberOfHumanWorkersPerDataObject":{"type":"integer"},"TaskTimeLimitInSeconds":{"type":"integer"},"TaskAvailabilityLifetimeInSeconds":{"type":"integer"},"MaxConcurrentTaskCount":{"type":"integer"},"AnnotationConsolidationConfig":{"type":"structure","required":["AnnotationConsolidationLambdaArn"],"members":{"AnnotationConsolidationLambdaArn":{}}},"PublicWorkforceTaskPrice":{"shape":"S9e"}}},"Sbt":{"type":"structure","members":{"ContainerHostname":{},"Image":{},"ImageConfig":{"type":"structure","required":["RepositoryAccessMode"],"members":{"RepositoryAccessMode":{}}},"Mode":{},"ModelDataUrl":{},"Environment":{"shape":"Sbx"},"ModelPackageName":{},"MultiModelConfig":{"type":"structure","members":{"ModelCacheSetting":{}}}}},"Sbx":{"type":"map","key":{},"value":{}},"Sc3":{"type":"list","member":{"shape":"Sbt"}},"Sc4":{"type":"structure","required":["Mode"],"members":{"Mode":{}}},"Sc8":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"}}},"Sc9":{"type":"structure","required":["ImageUri","ConfigUri"],"members":{"ImageUri":{},"ConfigUri":{},"Environment":{"shape":"S66"}}},"Sca":{"type":"structure","required":["EndpointInput","GroundTruthS3Input"],"members":{"EndpointInput":{"shape":"S6a"},"GroundTruthS3Input":{"shape":"Scb"}}},"Scb":{"type":"structure","members":{"S3Uri":{}}},"Sce":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"}}},"Scf":{"type":"structure","required":["ImageUri","ConfigUri"],"members":{"ImageUri":{},"ConfigUri":{},"Environment":{"shape":"S66"}}},"Scg":{"type":"structure","required":["EndpointInput"],"members":{"EndpointInput":{"shape":"S6a"}}},"Scj":{"type":"structure","required":["ValidationRole","ValidationProfiles"],"members":{"ValidationRole":{},"ValidationProfiles":{"type":"list","member":{"type":"structure","required":["ProfileName","TransformJobDefinition"],"members":{"ProfileName":{},"TransformJobDefinition":{"shape":"S31"}}}}}},"Scm":{"type":"structure","required":["SourceAlgorithms"],"members":{"SourceAlgorithms":{"type":"list","member":{"type":"structure","required":["AlgorithmName"],"members":{"ModelDataUrl":{},"AlgorithmName":{}}}}}},"Scq":{"type":"structure","members":{"ModelQuality":{"type":"structure","members":{"Statistics":{"shape":"Scs"},"Constraints":{"shape":"Scs"}}},"ModelDataQuality":{"type":"structure","members":{"Statistics":{"shape":"Scs"},"Constraints":{"shape":"Scs"}}},"Bias":{"type":"structure","members":{"Report":{"shape":"Scs"}}},"Explainability":{"type":"structure","members":{"Report":{"shape":"Scs"}}}}},"Scs":{"type":"structure","required":["ContentType","S3Uri"],"members":{"ContentType":{},"ContentDigest":{},"S3Uri":{}}},"Sd3":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"}}},"Sd4":{"type":"structure","required":["ImageUri"],"members":{"ImageUri":{},"ContainerEntrypoint":{"shape":"S62"},"ContainerArguments":{"shape":"S64"},"RecordPreprocessorSourceUri":{},"PostAnalyticsProcessorSourceUri":{},"ProblemType":{},"Environment":{"shape":"S66"}}},"Sd6":{"type":"structure","required":["EndpointInput","GroundTruthS3Input"],"members":{"EndpointInput":{"shape":"S6a"},"GroundTruthS3Input":{"shape":"Scb"}}},"Sda":{"type":"structure","members":{"ScheduleConfig":{"type":"structure","required":["ScheduleExpression"],"members":{"ScheduleExpression":{}}},"MonitoringJobDefinition":{"type":"structure","required":["MonitoringInputs","MonitoringOutputConfig","MonitoringResources","MonitoringAppSpecification","RoleArn"],"members":{"BaselineConfig":{"type":"structure","members":{"BaseliningJobName":{},"ConstraintsResource":{"shape":"S5y"},"StatisticsResource":{"shape":"S5z"}}},"MonitoringInputs":{"type":"list","member":{"type":"structure","required":["EndpointInput"],"members":{"EndpointInput":{"shape":"S6a"}}}},"MonitoringOutputConfig":{"shape":"S6i"},"MonitoringResources":{"shape":"S6o"},"MonitoringAppSpecification":{"type":"structure","required":["ImageUri"],"members":{"ImageUri":{},"ContainerEntrypoint":{"shape":"S62"},"ContainerArguments":{"shape":"S64"},"RecordPreprocessorSourceUri":{},"PostAnalyticsProcessorSourceUri":{}}},"StoppingCondition":{"shape":"S6u"},"Environment":{"shape":"S66"},"NetworkConfig":{"shape":"Sdi"},"RoleArn":{}}},"MonitoringJobDefinitionName":{},"MonitoringType":{}}},"Sdi":{"type":"structure","members":{"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableNetworkIsolation":{"type":"boolean"},"VpcConfig":{"shape":"S4x"}}},"Sds":{"type":"list","member":{}},"Sdv":{"type":"list","member":{}},"Se0":{"type":"list","member":{"type":"structure","members":{"Content":{}}}},"Sel":{"type":"list","member":{"type":"structure","required":["InputName"],"members":{"InputName":{},"AppManaged":{"type":"boolean"},"S3Input":{"type":"structure","required":["S3Uri","S3DataType"],"members":{"S3Uri":{},"LocalPath":{},"S3DataType":{},"S3InputMode":{},"S3DataDistributionType":{},"S3CompressionType":{}}},"DatasetDefinition":{"type":"structure","members":{"AthenaDatasetDefinition":{"type":"structure","required":["Catalog","Database","QueryString","OutputS3Uri","OutputFormat"],"members":{"Catalog":{},"Database":{},"QueryString":{},"WorkGroup":{},"OutputS3Uri":{},"KmsKeyId":{},"OutputFormat":{},"OutputCompression":{}}},"RedshiftDatasetDefinition":{"type":"structure","required":["ClusterId","Database","DbUser","QueryString","ClusterRoleArn","OutputS3Uri","OutputFormat"],"members":{"ClusterId":{},"Database":{},"DbUser":{},"QueryString":{},"ClusterRoleArn":{},"OutputS3Uri":{},"KmsKeyId":{},"OutputFormat":{},"OutputCompression":{}}},"LocalPath":{},"DataDistributionType":{},"InputMode":{}}}}}},"Sf8":{"type":"structure","required":["Outputs"],"members":{"Outputs":{"type":"list","member":{"type":"structure","required":["OutputName"],"members":{"OutputName":{},"S3Output":{"type":"structure","required":["S3Uri","LocalPath","S3UploadMode"],"members":{"S3Uri":{},"LocalPath":{},"S3UploadMode":{}}},"FeatureStoreOutput":{"type":"structure","required":["FeatureGroupName"],"members":{"FeatureGroupName":{}}},"AppManaged":{"type":"boolean"}}}},"KmsKeyId":{}}},"Sfd":{"type":"structure","required":["ClusterConfig"],"members":{"ClusterConfig":{"type":"structure","required":["InstanceCount","InstanceType","VolumeSizeInGB"],"members":{"InstanceCount":{"type":"integer"},"InstanceType":{},"VolumeSizeInGB":{"type":"integer"},"VolumeKmsKeyId":{}}}}},"Sff":{"type":"structure","required":["MaxRuntimeInSeconds"],"members":{"MaxRuntimeInSeconds":{"type":"integer"}}},"Sfh":{"type":"structure","required":["ImageUri"],"members":{"ImageUri":{},"ContainerEntrypoint":{"shape":"S62"},"ContainerArguments":{"type":"list","member":{}}}},"Sfj":{"type":"map","key":{},"value":{}},"Sfk":{"type":"structure","members":{"ExperimentName":{},"TrialName":{},"TrialComponentDisplayName":{}}},"Sfp":{"type":"structure","required":["ProductId","ProvisioningArtifactId"],"members":{"ProductId":{},"ProvisioningArtifactId":{},"PathId":{},"ProvisioningParameters":{"type":"list","member":{"type":"structure","members":{"Key":{},"Value":{}}}}}},"Sg0":{"type":"structure","required":["TrainingInputMode"],"members":{"TrainingImage":{},"AlgorithmName":{},"TrainingInputMode":{},"MetricDefinitions":{"shape":"S1d"},"EnableSageMakerMetricsTimeSeries":{"type":"boolean"}}},"Sg1":{"type":"structure","required":["S3OutputPath"],"members":{"LocalPath":{},"S3OutputPath":{},"HookParameters":{"type":"map","key":{},"value":{}},"CollectionConfigurations":{"type":"list","member":{"type":"structure","members":{"CollectionName":{},"CollectionParameters":{"type":"map","key":{},"value":{}}}}}}},"Sg9":{"type":"list","member":{"type":"structure","required":["RuleConfigurationName","RuleEvaluatorImage"],"members":{"RuleConfigurationName":{},"LocalPath":{},"S3OutputPath":{},"RuleEvaluatorImage":{},"InstanceType":{},"VolumeSizeInGB":{"type":"integer"},"RuleParameters":{"shape":"Sgd"}}}},"Sgd":{"type":"map","key":{},"value":{}},"Sge":{"type":"structure","required":["S3OutputPath"],"members":{"LocalPath":{},"S3OutputPath":{}}},"Sgf":{"type":"structure","required":["S3OutputPath"],"members":{"S3OutputPath":{},"ProfilingIntervalInMilliseconds":{"type":"long"},"ProfilingParameters":{"shape":"Sgh"}}},"Sgh":{"type":"map","key":{},"value":{}},"Sgi":{"type":"list","member":{"type":"structure","required":["RuleConfigurationName","RuleEvaluatorImage"],"members":{"RuleConfigurationName":{},"LocalPath":{},"S3OutputPath":{},"RuleEvaluatorImage":{},"InstanceType":{},"VolumeSizeInGB":{"type":"integer"},"RuleParameters":{"shape":"Sgd"}}}},"Sgo":{"type":"structure","members":{"InvocationsTimeoutInSeconds":{"type":"integer"},"InvocationsMaxRetries":{"type":"integer"}}},"Sgr":{"type":"structure","members":{"InputFilter":{},"OutputFilter":{},"JoinSource":{}}},"Sgz":{"type":"structure","members":{"PrimaryStatus":{},"Message":{}}},"Sh3":{"type":"map","key":{},"value":{"type":"structure","members":{"StringValue":{},"NumberValue":{"type":"double"}}}},"Sh7":{"type":"map","key":{},"value":{"type":"structure","required":["Value"],"members":{"MediaType":{},"Value":{}}}},"Shi":{"type":"structure","required":["UserPool","ClientId"],"members":{"UserPool":{},"ClientId":{}}},"Shl":{"type":"structure","required":["ClientId","ClientSecret","Issuer","AuthorizationEndpoint","TokenEndpoint","UserInfoEndpoint","LogoutEndpoint","JwksUri"],"members":{"ClientId":{},"ClientSecret":{"type":"string","sensitive":true},"Issuer":{},"AuthorizationEndpoint":{},"TokenEndpoint":{},"UserInfoEndpoint":{},"LogoutEndpoint":{},"JwksUri":{}}},"Sho":{"type":"structure","required":["Cidrs"],"members":{"Cidrs":{"type":"list","member":{}}}},"Shw":{"type":"list","member":{"type":"structure","members":{"CognitoMemberDefinition":{"type":"structure","required":["UserPool","UserGroup","ClientId"],"members":{"UserPool":{},"UserGroup":{},"ClientId":{}}},"OidcMemberDefinition":{"type":"structure","required":["Groups"],"members":{"Groups":{"type":"list","member":{}}}}}}},"Si4":{"type":"structure","members":{"NotificationTopicArn":{}}},"Sjw":{"type":"structure","members":{"UserProfileArn":{},"UserProfileName":{},"DomainId":{}}},"Sk2":{"type":"list","member":{"type":"structure","required":["Name","Status"],"members":{"Name":{},"Status":{},"FailureReason":{}}}},"Skg":{"type":"structure","required":["CandidateName","ObjectiveStatus","CandidateSteps","CandidateStatus","CreationTime","LastModifiedTime"],"members":{"CandidateName":{},"FinalAutoMLJobObjectiveMetric":{"type":"structure","required":["MetricName","Value"],"members":{"Type":{},"MetricName":{},"Value":{"type":"float"}}},"ObjectiveStatus":{},"CandidateSteps":{"type":"list","member":{"type":"structure","required":["CandidateStepType","CandidateStepArn","CandidateStepName"],"members":{"CandidateStepType":{},"CandidateStepArn":{},"CandidateStepName":{}}}},"CandidateStatus":{},"InferenceContainers":{"type":"list","member":{"type":"structure","required":["Image","ModelDataUrl"],"members":{"Image":{},"ModelDataUrl":{},"Environment":{"shape":"Sbx"}}}},"CreationTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"FailureReason":{}}},"Sl6":{"type":"structure","required":["S3ModelArtifacts"],"members":{"S3ModelArtifacts":{}}},"Sm0":{"type":"list","member":{"type":"structure","required":["VariantName"],"members":{"VariantName":{},"DeployedImages":{"type":"list","member":{"type":"structure","members":{"SpecifiedImage":{},"ResolvedImage":{},"ResolutionTime":{"type":"timestamp"}}}},"CurrentWeight":{"type":"float"},"DesiredWeight":{"type":"float"},"CurrentInstanceCount":{"type":"integer"},"DesiredInstanceCount":{"type":"integer"}}}},"Sm4":{"type":"structure","required":["EnableCapture","CaptureStatus","CurrentSamplingPercentage","DestinationS3Uri","KmsKeyId"],"members":{"EnableCapture":{"type":"boolean"},"CaptureStatus":{},"CurrentSamplingPercentage":{"type":"integer"},"DestinationS3Uri":{},"KmsKeyId":{}}},"Sm7":{"type":"structure","required":["BlueGreenUpdatePolicy"],"members":{"BlueGreenUpdatePolicy":{"type":"structure","required":["TrafficRoutingConfiguration"],"members":{"TrafficRoutingConfiguration":{"type":"structure","required":["Type","WaitIntervalInSeconds"],"members":{"Type":{},"WaitIntervalInSeconds":{"type":"integer"},"CanarySize":{"type":"structure","required":["Type","Value"],"members":{"Type":{},"Value":{"type":"integer"}}}}},"TerminationWaitInSeconds":{"type":"integer"},"MaximumExecutionTimeoutInSeconds":{"type":"integer"}}},"AutoRollbackConfiguration":{"type":"structure","members":{"Alarms":{"type":"list","member":{"type":"structure","members":{"AlarmName":{}}}}}}}},"Smp":{"type":"structure","required":["SourceArn"],"members":{"SourceArn":{},"SourceType":{}}},"Smv":{"type":"structure","required":["Status"],"members":{"Status":{},"BlockedReason":{}}},"Sna":{"type":"structure","members":{"Completed":{"type":"integer"},"InProgress":{"type":"integer"},"RetryableError":{"type":"integer"},"NonRetryableError":{"type":"integer"},"Stopped":{"type":"integer"}}},"Snc":{"type":"structure","members":{"Succeeded":{"type":"integer"},"Pending":{"type":"integer"},"Failed":{"type":"integer"}}},"Sne":{"type":"structure","required":["TrainingJobName","TrainingJobArn","CreationTime","TrainingJobStatus","TunedHyperParameters"],"members":{"TrainingJobDefinitionName":{},"TrainingJobName":{},"TrainingJobArn":{},"TuningJobName":{},"CreationTime":{"type":"timestamp"},"TrainingStartTime":{"type":"timestamp"},"TrainingEndTime":{"type":"timestamp"},"TrainingJobStatus":{},"TunedHyperParameters":{"shape":"S2a"},"FailureReason":{},"FinalHyperParameterTuningJobObjectiveMetric":{"type":"structure","required":["MetricName","Value"],"members":{"Type":{},"MetricName":{},"Value":{"type":"float"}}},"ObjectiveStatus":{}}},"Snr":{"type":"structure","members":{"TotalLabeled":{"type":"integer"},"HumanLabeled":{"type":"integer"},"MachineLabeled":{"type":"integer"},"FailedNonRetryableError":{"type":"integer"},"Unlabeled":{"type":"integer"}}},"Snu":{"type":"structure","required":["OutputDatasetS3Uri"],"members":{"OutputDatasetS3Uri":{},"FinalActiveLearningModelArn":{}}},"So5":{"type":"structure","required":["ValidationStatuses"],"members":{"ValidationStatuses":{"shape":"So6"},"ImageScanStatuses":{"shape":"So6"}}},"So6":{"type":"list","member":{"type":"structure","required":["Name","Status"],"members":{"Name":{},"Status":{},"FailureReason":{}}}},"Soi":{"type":"structure","required":["MonitoringScheduleName","ScheduledTime","CreationTime","LastModifiedTime","MonitoringExecutionStatus"],"members":{"MonitoringScheduleName":{},"ScheduledTime":{"type":"timestamp"},"CreationTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"MonitoringExecutionStatus":{},"ProcessingJobArn":{},"EndpointName":{},"FailureReason":{},"MonitoringJobDefinitionName":{},"MonitoringType":{}}},"Spc":{"type":"structure","required":["WorkteamArn"],"members":{"WorkteamArn":{},"MarketplaceTitle":{},"SellerName":{},"MarketplaceDescription":{},"ListingId":{}}},"Spg":{"type":"list","member":{"type":"structure","required":["Status","StartTime"],"members":{"Status":{},"StartTime":{"type":"timestamp"},"EndTime":{"type":"timestamp"},"StatusMessage":{}}}},"Spj":{"type":"list","member":{"type":"structure","members":{"MetricName":{},"Value":{"type":"float"},"Timestamp":{"type":"timestamp"}}}},"Spo":{"type":"list","member":{"type":"structure","members":{"RuleConfigurationName":{},"RuleEvaluationJobArn":{},"RuleEvaluationStatus":{},"StatusDetails":{},"LastModifiedTime":{"type":"timestamp"}}}},"Sq0":{"type":"structure","required":["SourceArn"],"members":{"SourceArn":{},"SourceType":{}}},"Sq4":{"type":"structure","required":["SourceArn"],"members":{"SourceArn":{},"SourceType":{}}},"Sq6":{"type":"list","member":{"type":"structure","members":{"MetricName":{},"SourceArn":{},"TimeStamp":{"type":"timestamp"},"Max":{"type":"double"},"Min":{"type":"double"},"Last":{"type":"double"},"Count":{"type":"integer"},"Avg":{"type":"double"},"StdDev":{"type":"double"}}}},"Sqg":{"type":"structure","required":["WorkforceName","WorkforceArn"],"members":{"WorkforceName":{},"WorkforceArn":{},"LastUpdatedDate":{"type":"timestamp"},"SourceIpConfig":{"shape":"Sho"},"SubDomain":{},"CognitoConfig":{"shape":"Shi"},"OidcConfig":{"type":"structure","members":{"ClientId":{},"Issuer":{},"AuthorizationEndpoint":{},"TokenEndpoint":{},"UserInfoEndpoint":{},"LogoutEndpoint":{},"JwksUri":{}}},"CreateDate":{"type":"timestamp"}}},"Sqk":{"type":"structure","required":["WorkteamName","MemberDefinitions","WorkteamArn","Description"],"members":{"WorkteamName":{},"MemberDefinitions":{"shape":"Shw"},"WorkteamArn":{},"WorkforceArn":{},"ProductListingIds":{"type":"list","member":{}},"Description":{},"SubDomain":{},"CreateDate":{"type":"timestamp"},"LastUpdatedDate":{"type":"timestamp"},"NotificationConfiguration":{"shape":"Si4"}}},"Sta":{"type":"list","member":{"type":"structure","required":["MonitoringJobDefinitionName","MonitoringJobDefinitionArn","CreationTime","EndpointName"],"members":{"MonitoringJobDefinitionName":{},"MonitoringJobDefinitionArn":{},"CreationTime":{"type":"timestamp"},"EndpointName":{}}}},"Sxo":{"type":"list","member":{"type":"structure","required":["Name","Value"],"members":{"Name":{},"Value":{}}}},"Sze":{"type":"list","member":{"type":"structure","required":["DeviceName"],"members":{"DeviceName":{},"Description":{},"IotThingName":{}}}},"Szn":{"type":"structure","members":{"Filters":{"shape":"Szo"},"NestedFilters":{"type":"list","member":{"type":"structure","required":["NestedPropertyName","Filters"],"members":{"NestedPropertyName":{},"Filters":{"shape":"Szo"}}}},"SubExpressions":{"type":"list","member":{"shape":"Szn"}},"Operator":{}}},"Szo":{"type":"list","member":{"type":"structure","required":["Name"],"members":{"Name":{},"Operator":{},"Value":{}}}},"S100":{"type":"structure","members":{"TrainingJobName":{},"TrainingJobArn":{},"TuningJobArn":{},"LabelingJobArn":{},"AutoMLJobArn":{},"ModelArtifacts":{"shape":"Sl6"},"TrainingJobStatus":{},"SecondaryStatus":{},"FailureReason":{},"HyperParameters":{"shape":"S2a"},"AlgorithmSpecification":{"shape":"Sg0"},"RoleArn":{},"InputDataConfig":{"shape":"S2c"},"OutputDataConfig":{"shape":"S2t"},"ResourceConfig":{"shape":"S2v"},"VpcConfig":{"shape":"S4x"},"StoppingCondition":{"shape":"S2y"},"CreationTime":{"type":"timestamp"},"TrainingStartTime":{"type":"timestamp"},"TrainingEndTime":{"type":"timestamp"},"LastModifiedTime":{"type":"timestamp"},"SecondaryStatusTransitions":{"shape":"Spg"},"FinalMetricDataList":{"shape":"Spj"},"EnableNetworkIsolation":{"type":"boolean"},"EnableInterContainerTrafficEncryption":{"type":"boolean"},"EnableManagedSpotTraining":{"type":"boolean"},"CheckpointConfig":{"shape":"Saf"},"TrainingTimeInSeconds":{"type":"integer"},"BillableTimeInSeconds":{"type":"integer"},"DebugHookConfig":{"shape":"Sg1"},"ExperimentConfig":{"shape":"Sfk"},"DebugRuleConfigurations":{"shape":"Sg9"},"TensorBoardOutputConfig":{"shape":"Sge"},"DebugRuleEvaluationStatuses":{"shape":"Spo"},"Tags":{"shape":"S7"}}},"S110":{"type":"list","member":{}},"S12h":{"type":"list","member":{}}}} /***/ }), /* 570 */ diff --git a/dist/aws-sdk.js b/dist/aws-sdk.js index e4d3145486..0d8ceadd9f 100644 --- a/dist/aws-sdk.js +++ b/dist/aws-sdk.js @@ -1,4 +1,4 @@ -// AWS SDK for JavaScript v2.848.0 +// AWS SDK for JavaScript v2.849.0 // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // License at https://sdk.amazonaws.com/js/BUNDLE_LICENSE.txt (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i