cloudworker-proxy

{ "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": { "AddTags": { "input": { "type": "structure", "required": [ "ResourceArn", "Tags" ], "members": { "ResourceArn": {}, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "members": { "Tags": { "shape": "S3" } } } }, "AssociateTrialComponent": { "input": { "type": "structure", "required": [ "TrialComponentName", "TrialName" ], "members": { "TrialComponentName": {}, "TrialName": {} } }, "output": { "type": "structure", "members": { "TrialComponentArn": {}, "TrialArn": {} } } }, "CreateAlgorithm": { "input": { "type": "structure", "required": [ "AlgorithmName", "TrainingSpecification" ], "members": { "AlgorithmName": {}, "AlgorithmDescription": {}, "TrainingSpecification": { "shape": "Sg" }, "InferenceSpecification": { "shape": "S1c" }, "ValidationSpecification": { "shape": "S1o" }, "CertifyForMarketplace": { "type": "boolean" } } }, "output": { "type": "structure", "required": [ "AlgorithmArn" ], "members": { "AlgorithmArn": {} } } }, "CreateApp": { "input": { "type": "structure", "required": [ "DomainId", "UserProfileName", "AppType", "AppName" ], "members": { "DomainId": {}, "UserProfileName": {}, "AppType": {}, "AppName": {}, "Tags": { "shape": "S3" }, "ResourceSpec": { "shape": "S38" } } }, "output": { "type": "structure", "members": { "AppArn": {} } } }, "CreateAutoMLJob": { "input": { "type": "structure", "required": [ "AutoMLJobName", "InputDataConfig", "OutputDataConfig", "RoleArn" ], "members": { "AutoMLJobName": {}, "InputDataConfig": { "shape": "S3f" }, "OutputDataConfig": { "shape": "S3l" }, "ProblemType": {}, "AutoMLJobObjective": { "shape": "S3n" }, "AutoMLJobConfig": { "shape": "S3p" }, "RoleArn": {}, "GenerateCandidateDefinitionsOnly": { "type": "boolean" }, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "required": [ "AutoMLJobArn" ], "members": { "AutoMLJobArn": {} } } }, "CreateCodeRepository": { "input": { "type": "structure", "required": [ "CodeRepositoryName", "GitConfig" ], "members": { "CodeRepositoryName": {}, "GitConfig": { "shape": "S44" } } }, "output": { "type": "structure", "required": [ "CodeRepositoryArn" ], "members": { "CodeRepositoryArn": {} } } }, "CreateCompilationJob": { "input": { "type": "structure", "required": [ "CompilationJobName", "RoleArn", "InputConfig", "OutputConfig", "StoppingCondition" ], "members": { "CompilationJobName": {}, "RoleArn": {}, "InputConfig": { "shape": "S4b" }, "OutputConfig": { "shape": "S4e" }, "StoppingCondition": { "shape": "S2h" } } }, "output": { "type": "structure", "required": [ "CompilationJobArn" ], "members": { "CompilationJobArn": {} } } }, "CreateDomain": { "input": { "type": "structure", "required": [ "DomainName", "AuthMode", "DefaultUserSettings", "SubnetIds", "VpcId" ], "members": { "DomainName": {}, "AuthMode": {}, "DefaultUserSettings": { "shape": "S4q" }, "SubnetIds": { "shape": "S3y" }, "VpcId": {}, "Tags": { "shape": "S3" }, "HomeEfsFileSystemKmsKeyId": {} } }, "output": { "type": "structure", "members": { "DomainArn": {}, "Url": {} } } }, "CreateEndpoint": { "input": { "type": "structure", "required": [ "EndpointName", "EndpointConfigName" ], "members": { "EndpointName": {}, "EndpointConfigName": {}, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "required": [ "EndpointArn" ], "members": { "EndpointArn": {} } } }, "CreateEndpointConfig": { "input": { "type": "structure", "required": [ "EndpointConfigName", "ProductionVariants" ], "members": { "EndpointConfigName": {}, "ProductionVariants": { "shape": "S57" }, "DataCaptureConfig": { "shape": "S5e" }, "Tags": { "shape": "S3" }, "KmsKeyId": {} } }, "output": { "type": "structure", "required": [ "EndpointConfigArn" ], "members": { "EndpointConfigArn": {} } } }, "CreateExperiment": { "input": { "type": "structure", "required": [ "ExperimentName" ], "members": { "ExperimentName": {}, "DisplayName": {}, "Description": {}, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "members": { "ExperimentArn": {} } } }, "CreateFlowDefinition": { "input": { "type": "structure", "required": [ "FlowDefinitionName", "HumanLoopConfig", "OutputConfig", "RoleArn" ], "members": { "FlowDefinitionName": {}, "HumanLoopRequestSource": { "shape": "S5y" }, "HumanLoopActivationConfig": { "shape": "S60" }, "HumanLoopConfig": { "shape": "S63" }, "OutputConfig": { "shape": "S6i" }, "RoleArn": {}, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "required": [ "FlowDefinitionArn" ], "members": { "FlowDefinitionArn": {} } } }, "CreateHumanTaskUi": { "input": { "type": "structure", "required": [ "HumanTaskUiName", "UiTemplate" ], "members": { "HumanTaskUiName": {}, "UiTemplate": { "shape": "S6n" }, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "required": [ "HumanTaskUiArn" ], "members": { "HumanTaskUiArn": {} } } }, "CreateHyperParameterTuningJob": { "input": { "type": "structure", "required": [ "HyperParameterTuningJobName", "HyperParameterTuningJobConfig" ], "members": { "HyperParameterTuningJobName": {}, "HyperParameterTuningJobConfig": { "shape": "S6s" }, "TrainingJobDefinition": { "shape": "S78" }, "TrainingJobDefinitions": { "shape": "S7e" }, "WarmStartConfig": { "shape": "S7f" }, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "required": [ "HyperParameterTuningJobArn" ], "members": { "HyperParameterTuningJobArn": {} } } }, "CreateLabelingJob": { "input": { "type": "structure", "required": [ "LabelingJobName", "LabelAttributeName", "InputConfig", "OutputConfig", "RoleArn", "HumanTaskConfig" ], "members": { "LabelingJobName": {}, "LabelAttributeName": {}, "InputConfig": { "shape": "S7o" }, "OutputConfig": { "shape": "S7w" }, "RoleArn": {}, "LabelCategoryConfigS3Uri": {}, "StoppingConditions": { "shape": "S7x" }, "LabelingJobAlgorithmsConfig": { "shape": "S80" }, "HumanTaskConfig": { "shape": "S84" }, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "required": [ "LabelingJobArn" ], "members": { "LabelingJobArn": {} } } }, "CreateModel": { "input": { "type": "structure", "required": [ "ModelName", "ExecutionRoleArn" ], "members": { "ModelName": {}, "PrimaryContainer": { "shape": "S8j" }, "Containers": { "shape": "S8q" }, "ExecutionRoleArn": {}, "Tags": { "shape": "S3" }, "VpcConfig": { "shape": "S3v" }, "EnableNetworkIsolation": { "type": "boolean" } } }, "output": { "type": "structure", "required": [ "ModelArn" ], "members": { "ModelArn": {} } } }, "CreateModelPackage": { "input": { "type": "structure", "required": [ "ModelPackageName" ], "members": { "ModelPackageName": {}, "ModelPackageDescription": {}, "InferenceSpecification": { "shape": "S1c" }, "ValidationSpecification": { "shape": "S8t" }, "SourceAlgorithmSpecification": { "shape": "S8w" }, "CertifyForMarketplace": { "type": "boolean" } } }, "output": { "type": "structure", "required": [ "ModelPackageArn" ], "members": { "ModelPackageArn": {} } } }, "CreateMonitoringSchedule": { "input": { "type": "structure", "required": [ "MonitoringScheduleName", "MonitoringScheduleConfig" ], "members": { "MonitoringScheduleName": {}, "MonitoringScheduleConfig": { "shape": "S93" }, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "required": [ "MonitoringScheduleArn" ], "members": { "MonitoringScheduleArn": {} } } }, "CreateNotebookInstance": { "input": { "type": "structure", "required": [ "NotebookInstanceName", "InstanceType", "RoleArn" ], "members": { "NotebookInstanceName": {}, "InstanceType": {}, "SubnetId": {}, "SecurityGroupIds": { "shape": "S4r" }, "RoleArn": {}, "KmsKeyId": {}, "Tags": { "shape": "S3" }, "LifecycleConfigName": {}, "DirectInternetAccess": {}, "VolumeSizeInGB": { "type": "integer" }, "AcceleratorTypes": { "shape": "Sab" }, "DefaultCodeRepository": {}, "AdditionalCodeRepositories": { "shape": "Sae" }, "RootAccess": {} } }, "output": { "type": "structure", "members": { "NotebookInstanceArn": {} } } }, "CreateNotebookInstanceLifecycleConfig": { "input": { "type": "structure", "required": [ "NotebookInstanceLifecycleConfigName" ], "members": { "NotebookInstanceLifecycleConfigName": {}, "OnCreate": { "shape": "Saj" }, "OnStart": { "shape": "Saj" } } }, "output": { "type": "structure", "members": { "NotebookInstanceLifecycleConfigArn": {} } } }, "CreatePresignedDomainUrl": { "input": { "type": "structure", "required": [ "DomainId", "UserProfileName" ], "members": { "DomainId": {}, "UserProfileName": {}, "SessionExpirationDurationInSeconds": { "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": "Saw" }, "ProcessingOutputConfig": { "shape": "Sb2" }, "ProcessingJobName": {}, "ProcessingResources": { "shape": "Sb7" }, "StoppingCondition": { "shape": "Sb9" }, "AppSpecification": { "shape": "Sbb" }, "Environment": { "shape": "Sbd" }, "NetworkConfig": { "shape": "Sa2" }, "RoleArn": {}, "Tags": { "shape": "S3" }, "ExperimentConfig": { "shape": "Sbe" } } }, "output": { "type": "structure", "required": [ "ProcessingJobArn" ], "members": { "ProcessingJobArn": {} } } }, "CreateTrainingJob": { "input": { "type": "structure", "required": [ "TrainingJobName", "AlgorithmSpecification", "RoleArn", "OutputDataConfig", "ResourceConfig", "StoppingCondition" ], "members": { "TrainingJobName": {}, "HyperParameters": { "shape": "S1t" }, "AlgorithmSpecification": { "shape": "Sbj" }, "RoleArn": {}, "InputDataConfig": { "shape": "S1v" }, "OutputDataConfig": { "shape": "S2c" }, "ResourceConfig": { "shape": "S2e" }, "VpcConfig": { "shape": "S3v" }, "StoppingCondition": { "shape": "S2h" }, "Tags": { "shape": "S3" }, "EnableNetworkIsolation": { "type": "boolean" }, "EnableInterContainerTrafficEncryption": { "type": "boolean" }, "EnableManagedSpotTraining": { "type": "boolean" }, "CheckpointConfig": { "shape": "S7d" }, "DebugHookConfig": { "shape": "Sbk" }, "DebugRuleConfigurations": { "shape": "Sbs" }, "TensorBoardOutputConfig": { "shape": "Sbx" }, "ExperimentConfig": { "shape": "Sbe" } } }, "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": "Sc2" }, "MaxPayloadInMB": { "type": "integer" }, "BatchStrategy": {}, "Environment": { "shape": "S2o" }, "TransformInput": { "shape": "S2r" }, "TransformOutput": { "shape": "S2v" }, "TransformResources": { "shape": "S2y" }, "DataProcessing": { "shape": "Sc5" }, "Tags": { "shape": "S3" }, "ExperimentConfig": { "shape": "Sbe" } } }, "output": { "type": "structure", "required": [ "TransformJobArn" ], "members": { "TransformJobArn": {} } } }, "CreateTrial": { "input": { "type": "structure", "required": [ "TrialName", "ExperimentName" ], "members": { "TrialName": {}, "DisplayName": {}, "ExperimentName": {}, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "members": { "TrialArn": {} } } }, "CreateTrialComponent": { "input": { "type": "structure", "required": [ "TrialComponentName" ], "members": { "TrialComponentName": {}, "DisplayName": {}, "Status": { "shape": "Scd" }, "StartTime": { "type": "timestamp" }, "EndTime": { "type": "timestamp" }, "Parameters": { "shape": "Sch" }, "InputArtifacts": { "shape": "Scm" }, "OutputArtifacts": { "shape": "Scm" }, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "members": { "TrialComponentArn": {} } } }, "CreateUserProfile": { "input": { "type": "structure", "required": [ "DomainId", "UserProfileName" ], "members": { "DomainId": {}, "UserProfileName": {}, "SingleSignOnUserIdentifier": {}, "SingleSignOnUserValue": {}, "Tags": { "shape": "S3" }, "UserSettings": { "shape": "S4q" } } }, "output": { "type": "structure", "members": { "UserProfileArn": {} } } }, "CreateWorkforce": { "input": { "type": "structure", "required": [ "WorkforceName" ], "members": { "CognitoConfig": { "shape": "Scy" }, "OidcConfig": { "shape": "Sd1" }, "SourceIpConfig": { "shape": "Sd4" }, "WorkforceName": {}, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "required": [ "WorkforceArn" ], "members": { "WorkforceArn": {} } } }, "CreateWorkteam": { "input": { "type": "structure", "required": [ "WorkteamName", "MemberDefinitions", "Description" ], "members": { "WorkteamName": {}, "WorkforceName": {}, "MemberDefinitions": { "shape": "Sdc" }, "Description": {}, "NotificationConfiguration": { "shape": "Sdk" }, "Tags": { "shape": "S3" } } }, "output": { "type": "structure", "members": { "WorkteamArn": {} } } }, "DeleteAlgorithm": { "input": { "type": "structure", "required": [ "AlgorithmName" ], "members": { "AlgorithmName": {} } } }, "DeleteApp": { "input": { "type": "structure", "required": [ "DomainId", "UserProfileName", "AppType", "AppName" ], "members": { "DomainId": {}, "UserProfileName": {}, "AppType": {}, "AppName": {} } } }, "DeleteCodeRepository": { "input": { "type": "structure", "required": [ "CodeRepositoryName" ], "members": { "CodeRepositoryName": {} } } }, "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": {} } } }, "DeleteFlowDefinition": { "input": { "type": "structure", "required": [ "FlowDefinitionName" ], "members": { "FlowDefinitionName": {} } }, "output": { "type": "structure", "members": {} } }, "DeleteHumanTaskUi": { "input": { "type": "structure", "required": [ "HumanTaskUiName" ], "members": { "HumanTaskUiName": {} } }, "output": { "type": "structure", "members": {} } }, "DeleteModel": { "input": { "type": "structure", "required": [ "ModelName" ], "members": { "ModelName": {} } } }, "DeleteModelPackage": { "input": { "type": "structure", "required": [ "ModelPackageName" ], "members": { "ModelPackageName": {} } } }, "DeleteMonitoringSchedule": { "input": { "type": "structure", "required": [ "MonitoringScheduleName" ], "members": { "MonitoringScheduleName": {} } } }, "DeleteNotebookInstance": { "input": { "type": "structure", "required": [ "NotebookInstanceName" ], "members": { "NotebookInstanceName": {} } } }, "DeleteNotebookInstanceLifecycleConfig": { "input": { "type": "structure", "required": [ "NotebookInstanceLifecycleConfigName" ], "members": { "NotebookInstanceLifecycleConfigName": {} } } }, "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" } } } }, "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": "Sg" }, "InferenceSpecification": { "shape": "S1c" }, "ValidationSpecification": { "shape": "S1o" }, "AlgorithmStatus": {}, "AlgorithmStatusDetails": { "type": "structure", "members": { "ValidationStatuses": { "shape": "Seo" }, "ImageScanStatuses": { "shape": "Seo" } } }, "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": "S38" } } } }, "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": "S3f" }, "OutputDataConfig": { "shape": "S3l" }, "RoleArn": {}, "AutoMLJobObjective": { "shape": "S3n" }, "ProblemType": {}, "AutoMLJobConfig": { "shape": "S3p" }, "CreationTime": { "type": "timestamp" }, "EndTime": { "type": "timestamp" }, "LastModifiedTime": { "type": "timestamp" }, "FailureReason": {}, "BestCandidate": { "shape": "Sey" }, "AutoMLJobStatus": {}, "AutoMLJobSecondaryStatus": {}, "GenerateCandidateDefinitionsOnly": { "type": "boolean" }, "AutoMLJobArtifacts": { "type": "structure", "members": { "CandidateDefinitionNotebookLocation": {}, "DataExplorationNotebookLocation": {} } }, "ResolvedAttributes": { "type": "structure", "members": { "AutoMLJobObjective": { "shape": "S3n" }, "ProblemType": {}, "CompletionCriteria": { "shape": "S3q" } } } } } }, "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": "S44" } } } }, "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": "S2h" }, "CreationTime": { "type": "timestamp" }, "LastModifiedTime": { "type": "timestamp" }, "FailureReason": {}, "ModelArtifacts": { "shape": "Sfo" }, "RoleArn": {}, "InputConfig": { "shape": "S4b" }, "OutputConfig": { "shape": "S4e" } } } }, "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": "S4q" }, "HomeEfsFileSystemKmsKeyId": {}, "SubnetIds": { "shape": "S3y" }, "Url": {}, "VpcId": {} } } }, "DescribeEndpoint": { "input": { "type": "structure", "required": [ "EndpointName" ], "members": { "EndpointName": {} } }, "output": { "type": "structure", "required": [ "EndpointName", "EndpointArn", "EndpointConfigName", "EndpointStatus", "CreationTime", "LastModifiedTime" ], "members": { "EndpointName": {}, "EndpointArn": {}, "EndpointConfigName": {}, "ProductionVariants": { "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" } } } }, "DataCaptureConfig": { "type": "structure", "required": [ "EnableCapture", "CaptureStatus", "CurrentSamplingPercentage", "DestinationS3Uri", "KmsKeyId" ], "members": { "EnableCapture": { "type": "boolean" }, "CaptureStatus": {}, "CurrentSamplingPercentage": { "type": "integer" }, "DestinationS3Uri": {}, "KmsKeyId": {} } }, "EndpointStatus": {}, "FailureReason": {}, "CreationTime": { "type": "timestamp" }, "LastModifiedTime": { "type": "timestamp" } } } }, "DescribeEndpointConfig": { "input": { "type": "structure", "required": [ "EndpointConfigName" ], "members": { "EndpointConfigName": {} } }, "output": { "type": "structure", "required": [ "EndpointConfigName", "EndpointConfigArn", "ProductionVariants", "CreationTime" ], "members": { "EndpointConfigName": {}, "EndpointConfigArn": {}, "ProductionVariants": { "shape": "S57" }, "DataCaptureConfig": { "shape": "S5e" }, "KmsKeyId": {}, "CreationTime": { "type": "timestamp" } } } }, "DescribeExperiment": { "input": { "type": "structure", "required": [ "ExperimentName" ], "members": { "ExperimentName": {} } }, "output": { "type": "structure", "members": { "ExperimentName": {}, "ExperimentArn": {}, "DisplayName": {}, "Source": { "shape": "Sg6" }, "Description": {}, "CreationTime": { "type": "timestamp" }, "CreatedBy": { "shape": "Sg9" }, "LastModifiedTime": { "type": "timestamp" }, "LastModifiedBy": { "shape": "Sg9" } } } }, "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": "S5y" }, "HumanLoopActivationConfig": { "shape": "S60" }, "HumanLoopConfig": { "shape": "S63" }, "OutputConfig": { "shape": "S6i" }, "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": "S6s" }, "TrainingJobDefinition": { "shape": "S78" }, "TrainingJobDefinitions": { "shape": "S7e" }, "HyperParameterTuningJobStatus": {}, "CreationTime": { "type": "timestamp" }, "HyperParameterTuningEndTime": { "type": "timestamp" }, "LastModifiedTime": { "type": "timestamp" }, "TrainingJobStatusCounters": { "shape": "Sgm" }, "ObjectiveStatusCounters": { "shape": "Sgo" }, "BestTrainingJob": { "shape": "Sgq" }, "OverallBestTrainingJob": { "shape": "Sgq" }, "WarmStartConfig": { "shape": "S7f" }, "FailureReason": {} } } }, "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": "Sgw" }, "FailureReason": {}, "CreationTime": { "type": "timestamp" }, "LastModifiedTime": { "type": "timestamp" }, "JobReferenceCode": {}, "LabelingJobName": {}, "LabelingJobArn": {}, "LabelAttributeName": {}, "InputConfig": { "shape": "S7o" }, "OutputConfig": { "shape": "S7w" }, "RoleArn": {}, "LabelCategoryConfigS3Uri": {}, "StoppingConditions": { "shape": "S7x" }, "LabelingJobAlgorithmsConfig": { "shape": "S80" }, "HumanTaskConfig": { "shape": "S84" }, "Tags": { "shape": "S3" }, "LabelingJobOutput": { "shape": "Sgz" } } } }, "DescribeModel": { "input": { "type": "structure", "required": [ "ModelName" ], "members": { "ModelName": {} } }, "output": { "type": "structure", "required": [ "ModelName", "ExecutionRoleArn", "CreationTime", "ModelArn" ], "members": { "ModelName": {}, "PrimaryContainer": { "shape": "S8j" }, "Containers": { "shape": "S8q" }, "ExecutionRoleArn": {}, "VpcConfig": { "shape": "S3v" }, "CreationTime": { "type": "timestamp" }, "ModelArn": {}, "EnableNetworkIsolation": { "type": "boolean" } } } }, "DescribeModelPackage": { "input": { "type": "structure", "required": [ "ModelPackageName" ], "members": { "ModelPackageName": {} } }, "output": { "type": "structure", "required": [ "ModelPackageName", "ModelPackageArn", "CreationTime", "ModelPackageStatus", "ModelPackageStatusDetails" ], "members": { "ModelPackageName": {}, "ModelPackageArn": {}, "ModelPackageDescription": {}, "CreationTime": { "type": "timestamp" }, "InferenceSpecification": { "shape": "S1c" }, "SourceAlgorithmSpecification": { "shape": "S8w" }, "ValidationSpecification": { "shape": "S8t" }, "ModelPackageStatus": {}, "ModelPackageStatusDetails": { "type": "structure", "required": [ "ValidationStatuses" ], "members": { "ValidationStatuses": { "shape": "Sh6" }, "ImageScanStatuses": { "shape": "Sh6" } } }, "CertifyForMarketplace": { "type": "boolean" } } } }, "DescribeMonitoringSchedule": { "input": { "type": "structure", "required": [ "MonitoringScheduleName" ], "members": { "MonitoringScheduleName": {} } }, "output": { "type": "structure", "required": [ "MonitoringScheduleArn", "MonitoringScheduleName", "MonitoringScheduleStatus", "CreationTime", "LastModifiedTime", "MonitoringScheduleConfig" ], "members": { "MonitoringScheduleArn": {}, "MonitoringScheduleName": {}, "MonitoringScheduleStatus": {}, "FailureReason": {}, "CreationTime": { "type": "timestamp" }, "LastModifiedTime": { "type": "timestamp" }, "MonitoringScheduleConfig": { "shape": "S93" }, "EndpointName": {}, "LastMonitoringExecutionSummary": { "shape": "Shc" } } } }, "DescribeNotebookInstance": { "input": { "type": "structure", "required": [ "NotebookInstanceName" ], "members": { "NotebookInstanceName": {} } }, "output": { "type": "structure", "members": { "NotebookInstanceArn": {}, "NotebookInstanceName": {}, "NotebookInstanceStatus": {}, "FailureReason": {}, "Url": {}, "InstanceType": {}, "SubnetId": {}, "SecurityGroups": { "shape": "S4r" }, "RoleArn": {}, "KmsKeyId": {}, "NetworkInterfaceId": {}, "LastModifiedTime": { "type": "timestamp" }, "CreationTime": { "type": "timestamp" }, "NotebookInstanceLifecycleConfigName": {}, "DirectInternetAccess": {}, "VolumeSizeInGB": { "type": "integer" }, "AcceleratorTypes": { "shape": "Sab" }, "DefaultCodeRepository": {}, "AdditionalCodeRepositories": { "shape": "Sae" }, "RootAccess": {} } } }, "DescribeNotebookInstanceLifecycleConfig": { "input": { "type": "structure", "required": [ "NotebookInstanceLifecycleConfigName" ], "members": { "NotebookInstanceLifecycleConfigName": {} } }, "output": { "type": "structure", "members": { "NotebookInstanceLifecycleConfigArn": {}, "NotebookInstanceLifecycleConfigName": {}, "OnCreate": { "shape": "Saj" }, "OnStart": { "shape": "Saj" }, "LastModifiedTime": { "type": "timestamp" }, "CreationTime": { "type": "timestamp" } } } }, "DescribeProcessingJob": { "input": { "type": "structure", "required": [ "ProcessingJobName" ], "members": { "ProcessingJobName": {}