Search - Amazon SageMaker

Search

Finds SageMaker resources that match a search query. Matching resources are returned as a list of SearchRecord objects in the response. You can sort the search results by any resource property in a ascending or descending order.

You can query against the following value types: numeric, text, Boolean, and timestamp.

Note

The Search API may provide access to otherwise restricted data. See Amazon SageMaker API Permissions: Actions, Permissions, and Resources Reference for more information.

Request Syntax

{ "CrossAccountFilterOption": "string", "MaxResults": number, "NextToken": "string", "Resource": "string", "SearchExpression": { "Filters": [ { "Name": "string", "Operator": "string", "Value": "string" } ], "NestedFilters": [ { "Filters": [ { "Name": "string", "Operator": "string", "Value": "string" } ], "NestedPropertyName": "string" } ], "Operator": "string", "SubExpressions": [ "SearchExpression" ] }, "SortBy": "string", "SortOrder": "string", "VisibilityConditions": [ { "Key": "string", "Value": "string" } ] }

Request Parameters

For information about the parameters that are common to all actions, see Common Parameters.

The request accepts the following data in JSON format.

CrossAccountFilterOption

A cross account filter option. When the value is "CrossAccount" the search results will only include resources made discoverable to you from other accounts. When the value is "SameAccount" or null the search results will only include resources from your account. Default is null. For more information on searching for resources made discoverable to your account, see Search discoverable resources in the SageMaker Developer Guide. The maximum number of ResourceCatalogs viewable is 1000.

Type: String

Valid Values: SameAccount | CrossAccount

Required: No

MaxResults

The maximum number of results to return.

Type: Integer

Valid Range: Minimum value of 1. Maximum value of 100.

Required: No

NextToken

If more than MaxResults resources match the specified SearchExpression, the response includes a NextToken. The NextToken can be passed to the next SearchRequest to continue retrieving results.

Type: String

Length Constraints: Maximum length of 8192.

Pattern: .*

Required: No

Resource

The name of the SageMaker resource to search for.

Type: String

Valid Values: TrainingJob | Experiment | ExperimentTrial | ExperimentTrialComponent | Endpoint | Model | ModelPackage | ModelPackageGroup | Pipeline | PipelineExecution | FeatureGroup | FeatureMetadata | Image | ImageVersion | Project | HyperParameterTuningJob | ModelCard

Required: Yes

SearchExpression

A Boolean conditional statement. Resources must satisfy this condition to be included in search results. You must provide at least one subexpression, filter, or nested filter. The maximum number of recursive SubExpressions, NestedFilters, and Filters that can be included in a SearchExpression object is 50.

Type: SearchExpression object

Required: No

SortBy

The name of the resource property used to sort the SearchResults. The default is LastModifiedTime.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 255.

Pattern: .+

Required: No

SortOrder

How SearchResults are ordered. Valid values are Ascending or Descending. The default is Descending.

Type: String

Valid Values: Ascending | Descending

Required: No

VisibilityConditions

Limits the results of your search request to the resources that you can access.

Type: Array of VisibilityConditions objects

Array Members: Minimum number of 1 item. Maximum number of 5 items.

Required: No

Response Syntax

{ "NextToken": "string", "Results": [ { "Endpoint": { "CreationTime": number, "DataCaptureConfig": { "CaptureStatus": "string", "CurrentSamplingPercentage": number, "DestinationS3Uri": "string", "EnableCapture": boolean, "KmsKeyId": "string" }, "EndpointArn": "string", "EndpointConfigName": "string", "EndpointName": "string", "EndpointStatus": "string", "FailureReason": "string", "LastModifiedTime": number, "MonitoringSchedules": [ { "CreationTime": number, "EndpointName": "string", "FailureReason": "string", "LastModifiedTime": number, "LastMonitoringExecutionSummary": { "CreationTime": number, "EndpointName": "string", "FailureReason": "string", "LastModifiedTime": number, "MonitoringExecutionStatus": "string", "MonitoringJobDefinitionName": "string", "MonitoringScheduleName": "string", "MonitoringType": "string", "ProcessingJobArn": "string", "ScheduledTime": number }, "MonitoringScheduleArn": "string", "MonitoringScheduleConfig": { "MonitoringJobDefinition": { "BaselineConfig": { "BaseliningJobName": "string", "ConstraintsResource": { "S3Uri": "string" }, "StatisticsResource": { "S3Uri": "string" } }, "Environment": { "string" : "string" }, "MonitoringAppSpecification": { "ContainerArguments": [ "string" ], "ContainerEntrypoint": [ "string" ], "ImageUri": "string", "PostAnalyticsProcessorSourceUri": "string", "RecordPreprocessorSourceUri": "string" }, "MonitoringInputs": [ { "BatchTransformInput": { "DataCapturedDestinationS3Uri": "string", "DatasetFormat": { "Csv": { "Header": boolean }, "Json": { "Line": boolean }, "Parquet": { } }, "EndTimeOffset": "string", "ExcludeFeaturesAttribute": "string", "FeaturesAttribute": "string", "InferenceAttribute": "string", "LocalPath": "string", "ProbabilityAttribute": "string", "ProbabilityThresholdAttribute": number, "S3DataDistributionType": "string", "S3InputMode": "string", "StartTimeOffset": "string" }, "EndpointInput": { "EndpointName": "string", "EndTimeOffset": "string", "ExcludeFeaturesAttribute": "string", "FeaturesAttribute": "string", "InferenceAttribute": "string", "LocalPath": "string", "ProbabilityAttribute": "string", "ProbabilityThresholdAttribute": number, "S3DataDistributionType": "string", "S3InputMode": "string", "StartTimeOffset": "string" } } ], "MonitoringOutputConfig": { "KmsKeyId": "string", "MonitoringOutputs": [ { "S3Output": { "LocalPath": "string", "S3UploadMode": "string", "S3Uri": "string" } } ] }, "MonitoringResources": { "ClusterConfig": { "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string", "VolumeSizeInGB": number } }, "NetworkConfig": { "EnableInterContainerTrafficEncryption": boolean, "EnableNetworkIsolation": boolean, "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }, "RoleArn": "string", "StoppingCondition": { "MaxRuntimeInSeconds": number } }, "MonitoringJobDefinitionName": "string", "MonitoringType": "string", "ScheduleConfig": { "DataAnalysisEndTime": "string", "DataAnalysisStartTime": "string", "ScheduleExpression": "string" } }, "MonitoringScheduleName": "string", "MonitoringScheduleStatus": "string", "MonitoringType": "string", "Tags": [ { "Key": "string", "Value": "string" } ] } ], "ProductionVariants": [ { "CurrentInstanceCount": number, "CurrentServerlessConfig": { "MaxConcurrency": number, "MemorySizeInMB": number, "ProvisionedConcurrency": number }, "CurrentWeight": number, "DeployedImages": [ { "ResolutionTime": number, "ResolvedImage": "string", "SpecifiedImage": "string" } ], "DesiredInstanceCount": number, "DesiredServerlessConfig": { "MaxConcurrency": number, "MemorySizeInMB": number, "ProvisionedConcurrency": number }, "DesiredWeight": number, "ManagedInstanceScaling": { "MaxInstanceCount": number, "MinInstanceCount": number, "Status": "string" }, "RoutingConfig": { "RoutingStrategy": "string" }, "VariantName": "string", "VariantStatus": [ { "StartTime": number, "Status": "string", "StatusMessage": "string" } ] } ], "ShadowProductionVariants": [ { "CurrentInstanceCount": number, "CurrentServerlessConfig": { "MaxConcurrency": number, "MemorySizeInMB": number, "ProvisionedConcurrency": number }, "CurrentWeight": number, "DeployedImages": [ { "ResolutionTime": number, "ResolvedImage": "string", "SpecifiedImage": "string" } ], "DesiredInstanceCount": number, "DesiredServerlessConfig": { "MaxConcurrency": number, "MemorySizeInMB": number, "ProvisionedConcurrency": number }, "DesiredWeight": number, "ManagedInstanceScaling": { "MaxInstanceCount": number, "MinInstanceCount": number, "Status": "string" }, "RoutingConfig": { "RoutingStrategy": "string" }, "VariantName": "string", "VariantStatus": [ { "StartTime": number, "Status": "string", "StatusMessage": "string" } ] } ], "Tags": [ { "Key": "string", "Value": "string" } ] }, "Experiment": { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "Description": "string", "DisplayName": "string", "ExperimentArn": "string", "ExperimentName": "string", "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "Source": { "SourceArn": "string", "SourceType": "string" }, "Tags": [ { "Key": "string", "Value": "string" } ] }, "FeatureGroup": { "CreationTime": number, "Description": "string", "EventTimeFeatureName": "string", "FailureReason": "string", "FeatureDefinitions": [ { "CollectionConfig": { ... }, "CollectionType": "string", "FeatureName": "string", "FeatureType": "string" } ], "FeatureGroupArn": "string", "FeatureGroupName": "string", "FeatureGroupStatus": "string", "LastModifiedTime": number, "LastUpdateStatus": { "FailureReason": "string", "Status": "string" }, "OfflineStoreConfig": { "DataCatalogConfig": { "Catalog": "string", "Database": "string", "TableName": "string" }, "DisableGlueTableCreation": boolean, "S3StorageConfig": { "KmsKeyId": "string", "ResolvedOutputS3Uri": "string", "S3Uri": "string" }, "TableFormat": "string" }, "OfflineStoreStatus": { "BlockedReason": "string", "Status": "string" }, "OnlineStoreConfig": { "EnableOnlineStore": boolean, "SecurityConfig": { "KmsKeyId": "string" }, "StorageType": "string", "TtlDuration": { "Unit": "string", "Value": number } }, "RecordIdentifierFeatureName": "string", "RoleArn": "string", "Tags": [ { "Key": "string", "Value": "string" } ] }, "FeatureMetadata": { "CreationTime": number, "Description": "string", "FeatureGroupArn": "string", "FeatureGroupName": "string", "FeatureName": "string", "FeatureType": "string", "LastModifiedTime": number, "Parameters": [ { "Key": "string", "Value": "string" } ] }, "HyperParameterTuningJob": { "BestTrainingJob": { "CreationTime": number, "FailureReason": "string", "FinalHyperParameterTuningJobObjectiveMetric": { "MetricName": "string", "Type": "string", "Value": number }, "ObjectiveStatus": "string", "TrainingEndTime": number, "TrainingJobArn": "string", "TrainingJobDefinitionName": "string", "TrainingJobName": "string", "TrainingJobStatus": "string", "TrainingStartTime": number, "TunedHyperParameters": { "string" : "string" }, "TuningJobName": "string" }, "ConsumedResources": { "RuntimeInSeconds": number }, "CreationTime": number, "FailureReason": "string", "HyperParameterTuningEndTime": number, "HyperParameterTuningJobArn": "string", "HyperParameterTuningJobConfig": { "HyperParameterTuningJobObjective": { "MetricName": "string", "Type": "string" }, "ParameterRanges": { "AutoParameters": [ { "Name": "string", "ValueHint": "string" } ], "CategoricalParameterRanges": [ { "Name": "string", "Values": [ "string" ] } ], "ContinuousParameterRanges": [ { "MaxValue": "string", "MinValue": "string", "Name": "string", "ScalingType": "string" } ], "IntegerParameterRanges": [ { "MaxValue": "string", "MinValue": "string", "Name": "string", "ScalingType": "string" } ] }, "RandomSeed": number, "ResourceLimits": { "MaxNumberOfTrainingJobs": number, "MaxParallelTrainingJobs": number, "MaxRuntimeInSeconds": number }, "Strategy": "string", "StrategyConfig": { "HyperbandStrategyConfig": { "MaxResource": number, "MinResource": number } }, "TrainingJobEarlyStoppingType": "string", "TuningJobCompletionCriteria": { "BestObjectiveNotImproving": { "MaxNumberOfTrainingJobsNotImproving": number }, "ConvergenceDetected": { "CompleteOnConvergence": "string" }, "TargetObjectiveMetricValue": number } }, "HyperParameterTuningJobName": "string", "HyperParameterTuningJobStatus": "string", "LastModifiedTime": number, "ObjectiveStatusCounters": { "Failed": number, "Pending": number, "Succeeded": number }, "OverallBestTrainingJob": { "CreationTime": number, "FailureReason": "string", "FinalHyperParameterTuningJobObjectiveMetric": { "MetricName": "string", "Type": "string", "Value": number }, "ObjectiveStatus": "string", "TrainingEndTime": number, "TrainingJobArn": "string", "TrainingJobDefinitionName": "string", "TrainingJobName": "string", "TrainingJobStatus": "string", "TrainingStartTime": number, "TunedHyperParameters": { "string" : "string" }, "TuningJobName": "string" }, "Tags": [ { "Key": "string", "Value": "string" } ], "TrainingJobDefinition": { "AlgorithmSpecification": { "AlgorithmName": "string", "MetricDefinitions": [ { "Name": "string", "Regex": "string" } ], "TrainingImage": "string", "TrainingInputMode": "string" }, "CheckpointConfig": { "LocalPath": "string", "S3Uri": "string" }, "DefinitionName": "string", "EnableInterContainerTrafficEncryption": boolean, "EnableManagedSpotTraining": boolean, "EnableNetworkIsolation": boolean, "Environment": { "string" : "string" }, "HyperParameterRanges": { "AutoParameters": [ { "Name": "string", "ValueHint": "string" } ], "CategoricalParameterRanges": [ { "Name": "string", "Values": [ "string" ] } ], "ContinuousParameterRanges": [ { "MaxValue": "string", "MinValue": "string", "Name": "string", "ScalingType": "string" } ], "IntegerParameterRanges": [ { "MaxValue": "string", "MinValue": "string", "Name": "string", "ScalingType": "string" } ] }, "HyperParameterTuningResourceConfig": { "AllocationStrategy": "string", "InstanceConfigs": [ { "InstanceCount": number, "InstanceType": "string", "VolumeSizeInGB": number } ], "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string", "VolumeSizeInGB": number }, "InputDataConfig": [ { "ChannelName": "string", "CompressionType": "string", "ContentType": "string", "DataSource": { "FileSystemDataSource": { "DirectoryPath": "string", "FileSystemAccessMode": "string", "FileSystemId": "string", "FileSystemType": "string" }, "S3DataSource": { "AttributeNames": [ "string" ], "InstanceGroupNames": [ "string" ], "S3DataDistributionType": "string", "S3DataType": "string", "S3Uri": "string" } }, "InputMode": "string", "RecordWrapperType": "string", "ShuffleConfig": { "Seed": number } } ], "OutputDataConfig": { "CompressionType": "string", "KmsKeyId": "string", "S3OutputPath": "string" }, "ResourceConfig": { "InstanceCount": number, "InstanceGroups": [ { "InstanceCount": number, "InstanceGroupName": "string", "InstanceType": "string" } ], "InstanceType": "string", "KeepAlivePeriodInSeconds": number, "VolumeKmsKeyId": "string", "VolumeSizeInGB": number }, "RetryStrategy": { "MaximumRetryAttempts": number }, "RoleArn": "string", "StaticHyperParameters": { "string" : "string" }, "StoppingCondition": { "MaxPendingTimeInSeconds": number, "MaxRuntimeInSeconds": number, "MaxWaitTimeInSeconds": number }, "TuningObjective": { "MetricName": "string", "Type": "string" }, "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }, "TrainingJobDefinitions": [ { "AlgorithmSpecification": { "AlgorithmName": "string", "MetricDefinitions": [ { "Name": "string", "Regex": "string" } ], "TrainingImage": "string", "TrainingInputMode": "string" }, "CheckpointConfig": { "LocalPath": "string", "S3Uri": "string" }, "DefinitionName": "string", "EnableInterContainerTrafficEncryption": boolean, "EnableManagedSpotTraining": boolean, "EnableNetworkIsolation": boolean, "Environment": { "string" : "string" }, "HyperParameterRanges": { "AutoParameters": [ { "Name": "string", "ValueHint": "string" } ], "CategoricalParameterRanges": [ { "Name": "string", "Values": [ "string" ] } ], "ContinuousParameterRanges": [ { "MaxValue": "string", "MinValue": "string", "Name": "string", "ScalingType": "string" } ], "IntegerParameterRanges": [ { "MaxValue": "string", "MinValue": "string", "Name": "string", "ScalingType": "string" } ] }, "HyperParameterTuningResourceConfig": { "AllocationStrategy": "string", "InstanceConfigs": [ { "InstanceCount": number, "InstanceType": "string", "VolumeSizeInGB": number } ], "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string", "VolumeSizeInGB": number }, "InputDataConfig": [ { "ChannelName": "string", "CompressionType": "string", "ContentType": "string", "DataSource": { "FileSystemDataSource": { "DirectoryPath": "string", "FileSystemAccessMode": "string", "FileSystemId": "string", "FileSystemType": "string" }, "S3DataSource": { "AttributeNames": [ "string" ], "InstanceGroupNames": [ "string" ], "S3DataDistributionType": "string", "S3DataType": "string", "S3Uri": "string" } }, "InputMode": "string", "RecordWrapperType": "string", "ShuffleConfig": { "Seed": number } } ], "OutputDataConfig": { "CompressionType": "string", "KmsKeyId": "string", "S3OutputPath": "string" }, "ResourceConfig": { "InstanceCount": number, "InstanceGroups": [ { "InstanceCount": number, "InstanceGroupName": "string", "InstanceType": "string" } ], "InstanceType": "string", "KeepAlivePeriodInSeconds": number, "VolumeKmsKeyId": "string", "VolumeSizeInGB": number }, "RetryStrategy": { "MaximumRetryAttempts": number }, "RoleArn": "string", "StaticHyperParameters": { "string" : "string" }, "StoppingCondition": { "MaxPendingTimeInSeconds": number, "MaxRuntimeInSeconds": number, "MaxWaitTimeInSeconds": number }, "TuningObjective": { "MetricName": "string", "Type": "string" }, "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } } ], "TrainingJobStatusCounters": { "Completed": number, "InProgress": number, "NonRetryableError": number, "RetryableError": number, "Stopped": number }, "TuningJobCompletionDetails": { "ConvergenceDetectedTime": number, "NumberOfTrainingJobsObjectiveNotImproving": number }, "WarmStartConfig": { "ParentHyperParameterTuningJobs": [ { "HyperParameterTuningJobName": "string" } ], "WarmStartType": "string" } }, "Model": { "Endpoints": [ { "CreationTime": number, "EndpointArn": "string", "EndpointName": "string", "EndpointStatus": "string", "LastModifiedTime": number } ], "LastBatchTransformJob": { "AutoMLJobArn": "string", "BatchStrategy": "string", "CreationTime": number, "DataCaptureConfig": { "DestinationS3Uri": "string", "GenerateInferenceId": boolean, "KmsKeyId": "string" }, "DataProcessing": { "InputFilter": "string", "JoinSource": "string", "OutputFilter": "string" }, "Environment": { "string" : "string" }, "ExperimentConfig": { "ExperimentName": "string", "RunName": "string", "TrialComponentDisplayName": "string", "TrialName": "string" }, "FailureReason": "string", "LabelingJobArn": "string", "MaxConcurrentTransforms": number, "MaxPayloadInMB": number, "ModelClientConfig": { "InvocationsMaxRetries": number, "InvocationsTimeoutInSeconds": number }, "ModelName": "string", "Tags": [ { "Key": "string", "Value": "string" } ], "TransformEndTime": number, "TransformInput": { "CompressionType": "string", "ContentType": "string", "DataSource": { "S3DataSource": { "S3DataType": "string", "S3Uri": "string" } }, "SplitType": "string" }, "TransformJobArn": "string", "TransformJobName": "string", "TransformJobStatus": "string", "TransformOutput": { "Accept": "string", "AssembleWith": "string", "KmsKeyId": "string", "S3OutputPath": "string" }, "TransformResources": { "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string" }, "TransformStartTime": number }, "Model": { "Containers": [ { "AdditionalModelDataSources": [ { "ChannelName": "string", "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } } ], "ContainerHostname": "string", "Environment": { "string" : "string" }, "Image": "string", "ImageConfig": { "RepositoryAccessMode": "string", "RepositoryAuthConfig": { "RepositoryCredentialsProviderArn": "string" } }, "InferenceSpecificationName": "string", "Mode": "string", "ModelDataSource": { "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } }, "ModelDataUrl": "string", "ModelPackageName": "string", "MultiModelConfig": { "ModelCacheSetting": "string" } } ], "CreationTime": number, "DeploymentRecommendation": { "RealTimeInferenceRecommendations": [ { "Environment": { "string" : "string" }, "InstanceType": "string", "RecommendationId": "string" } ], "RecommendationStatus": "string" }, "EnableNetworkIsolation": boolean, "ExecutionRoleArn": "string", "InferenceExecutionConfig": { "Mode": "string" }, "ModelArn": "string", "ModelName": "string", "PrimaryContainer": { "AdditionalModelDataSources": [ { "ChannelName": "string", "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } } ], "ContainerHostname": "string", "Environment": { "string" : "string" }, "Image": "string", "ImageConfig": { "RepositoryAccessMode": "string", "RepositoryAuthConfig": { "RepositoryCredentialsProviderArn": "string" } }, "InferenceSpecificationName": "string", "Mode": "string", "ModelDataSource": { "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } }, "ModelDataUrl": "string", "ModelPackageName": "string", "MultiModelConfig": { "ModelCacheSetting": "string" } }, "Tags": [ { "Key": "string", "Value": "string" } ], "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }, "ModelCard": { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "ModelCardArn": "string", "ModelCardName": "string", "ModelCardStatus": "string", "ModelCardVersion": number, "ModelId": "string", "RiskRating": "string", "SecurityConfig": { "KmsKeyId": "string" }, "Tags": [ { "Key": "string", "Value": "string" } ] }, "MonitoringSchedules": [ { "BatchTransformInput": { "DataCapturedDestinationS3Uri": "string", "DatasetFormat": { "Csv": { "Header": boolean }, "Json": { "Line": boolean }, "Parquet": { } }, "EndTimeOffset": "string", "ExcludeFeaturesAttribute": "string", "FeaturesAttribute": "string", "InferenceAttribute": "string", "LocalPath": "string", "ProbabilityAttribute": "string", "ProbabilityThresholdAttribute": number, "S3DataDistributionType": "string", "S3InputMode": "string", "StartTimeOffset": "string" }, "CreationTime": number, "EndpointName": "string", "FailureReason": "string", "LastModifiedTime": number, "LastMonitoringExecutionSummary": { "CreationTime": number, "EndpointName": "string", "FailureReason": "string", "LastModifiedTime": number, "MonitoringExecutionStatus": "string", "MonitoringJobDefinitionName": "string", "MonitoringScheduleName": "string", "MonitoringType": "string", "ProcessingJobArn": "string", "ScheduledTime": number }, "MonitoringAlertSummaries": [ { "Actions": { "ModelDashboardIndicator": { "Enabled": boolean } }, "AlertStatus": "string", "CreationTime": number, "DatapointsToAlert": number, "EvaluationPeriod": number, "LastModifiedTime": number, "MonitoringAlertName": "string" } ], "MonitoringScheduleArn": "string", "MonitoringScheduleConfig": { "MonitoringJobDefinition": { "BaselineConfig": { "BaseliningJobName": "string", "ConstraintsResource": { "S3Uri": "string" }, "StatisticsResource": { "S3Uri": "string" } }, "Environment": { "string" : "string" }, "MonitoringAppSpecification": { "ContainerArguments": [ "string" ], "ContainerEntrypoint": [ "string" ], "ImageUri": "string", "PostAnalyticsProcessorSourceUri": "string", "RecordPreprocessorSourceUri": "string" }, "MonitoringInputs": [ { "BatchTransformInput": { "DataCapturedDestinationS3Uri": "string", "DatasetFormat": { "Csv": { "Header": boolean }, "Json": { "Line": boolean }, "Parquet": { } }, "EndTimeOffset": "string", "ExcludeFeaturesAttribute": "string", "FeaturesAttribute": "string", "InferenceAttribute": "string", "LocalPath": "string", "ProbabilityAttribute": "string", "ProbabilityThresholdAttribute": number, "S3DataDistributionType": "string", "S3InputMode": "string", "StartTimeOffset": "string" }, "EndpointInput": { "EndpointName": "string", "EndTimeOffset": "string", "ExcludeFeaturesAttribute": "string", "FeaturesAttribute": "string", "InferenceAttribute": "string", "LocalPath": "string", "ProbabilityAttribute": "string", "ProbabilityThresholdAttribute": number, "S3DataDistributionType": "string", "S3InputMode": "string", "StartTimeOffset": "string" } } ], "MonitoringOutputConfig": { "KmsKeyId": "string", "MonitoringOutputs": [ { "S3Output": { "LocalPath": "string", "S3UploadMode": "string", "S3Uri": "string" } } ] }, "MonitoringResources": { "ClusterConfig": { "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string", "VolumeSizeInGB": number } }, "NetworkConfig": { "EnableInterContainerTrafficEncryption": boolean, "EnableNetworkIsolation": boolean, "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }, "RoleArn": "string", "StoppingCondition": { "MaxRuntimeInSeconds": number } }, "MonitoringJobDefinitionName": "string", "MonitoringType": "string", "ScheduleConfig": { "DataAnalysisEndTime": "string", "DataAnalysisStartTime": "string", "ScheduleExpression": "string" } }, "MonitoringScheduleName": "string", "MonitoringScheduleStatus": "string", "MonitoringType": "string" } ] }, "ModelCard": { "Content": "string", "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "ModelCardArn": "string", "ModelCardName": "string", "ModelCardStatus": "string", "ModelCardVersion": number, "ModelId": "string", "ModelPackageGroupName": "string", "RiskRating": "string", "SecurityConfig": { "KmsKeyId": "string" }, "Tags": [ { "Key": "string", "Value": "string" } ] }, "ModelPackage": { "AdditionalInferenceSpecifications": [ { "Containers": [ { "AdditionalS3DataSource": { "CompressionType": "string", "S3DataType": "string", "S3Uri": "string" }, "ContainerHostname": "string", "Environment": { "string" : "string" }, "Framework": "string", "FrameworkVersion": "string", "Image": "string", "ImageDigest": "string", "ModelDataSource": { "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } }, "ModelDataUrl": "string", "ModelInput": { "DataInputConfig": "string" }, "NearestModelName": "string", "ProductId": "string" } ], "Description": "string", "Name": "string", "SupportedContentTypes": [ "string" ], "SupportedRealtimeInferenceInstanceTypes": [ "string" ], "SupportedResponseMIMETypes": [ "string" ], "SupportedTransformInstanceTypes": [ "string" ] } ], "ApprovalDescription": "string", "CertifyForMarketplace": boolean, "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "CustomerMetadataProperties": { "string" : "string" }, "Domain": "string", "DriftCheckBaselines": { "Bias": { "ConfigFile": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "PostTrainingConstraints": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "PreTrainingConstraints": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" } }, "Explainability": { "ConfigFile": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "Constraints": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" } }, "ModelDataQuality": { "Constraints": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "Statistics": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" } }, "ModelQuality": { "Constraints": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "Statistics": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" } } }, "InferenceSpecification": { "Containers": [ { "AdditionalS3DataSource": { "CompressionType": "string", "S3DataType": "string", "S3Uri": "string" }, "ContainerHostname": "string", "Environment": { "string" : "string" }, "Framework": "string", "FrameworkVersion": "string", "Image": "string", "ImageDigest": "string", "ModelDataSource": { "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } }, "ModelDataUrl": "string", "ModelInput": { "DataInputConfig": "string" }, "NearestModelName": "string", "ProductId": "string" } ], "SupportedContentTypes": [ "string" ], "SupportedRealtimeInferenceInstanceTypes": [ "string" ], "SupportedResponseMIMETypes": [ "string" ], "SupportedTransformInstanceTypes": [ "string" ] }, "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "MetadataProperties": { "CommitId": "string", "GeneratedBy": "string", "ProjectId": "string", "Repository": "string" }, "ModelApprovalStatus": "string", "ModelCard": { "ModelCardContent": "string", "ModelCardStatus": "string" }, "ModelMetrics": { "Bias": { "PostTrainingReport": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "PreTrainingReport": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "Report": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" } }, "Explainability": { "Report": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" } }, "ModelDataQuality": { "Constraints": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "Statistics": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" } }, "ModelQuality": { "Constraints": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" }, "Statistics": { "ContentDigest": "string", "ContentType": "string", "S3Uri": "string" } } }, "ModelPackageArn": "string", "ModelPackageDescription": "string", "ModelPackageGroupName": "string", "ModelPackageName": "string", "ModelPackageStatus": "string", "ModelPackageStatusDetails": { "ImageScanStatuses": [ { "FailureReason": "string", "Name": "string", "Status": "string" } ], "ValidationStatuses": [ { "FailureReason": "string", "Name": "string", "Status": "string" } ] }, "ModelPackageVersion": number, "SamplePayloadUrl": "string", "SecurityConfig": { "KmsKeyId": "string" }, "SkipModelValidation": "string", "SourceAlgorithmSpecification": { "SourceAlgorithms": [ { "AlgorithmName": "string", "ModelDataSource": { "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } }, "ModelDataUrl": "string" } ] }, "SourceUri": "string", "Tags": [ { "Key": "string", "Value": "string" } ], "Task": "string", "ValidationSpecification": { "ValidationProfiles": [ { "ProfileName": "string", "TransformJobDefinition": { "BatchStrategy": "string", "Environment": { "string" : "string" }, "MaxConcurrentTransforms": number, "MaxPayloadInMB": number, "TransformInput": { "CompressionType": "string", "ContentType": "string", "DataSource": { "S3DataSource": { "S3DataType": "string", "S3Uri": "string" } }, "SplitType": "string" }, "TransformOutput": { "Accept": "string", "AssembleWith": "string", "KmsKeyId": "string", "S3OutputPath": "string" }, "TransformResources": { "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string" } } } ], "ValidationRole": "string" } }, "ModelPackageGroup": { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "ModelPackageGroupArn": "string", "ModelPackageGroupDescription": "string", "ModelPackageGroupName": "string", "ModelPackageGroupStatus": "string", "Tags": [ { "Key": "string", "Value": "string" } ] }, "Pipeline": { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "LastRunTime": number, "ParallelismConfiguration": { "MaxParallelExecutionSteps": number }, "PipelineArn": "string", "PipelineDescription": "string", "PipelineDisplayName": "string", "PipelineName": "string", "PipelineStatus": "string", "RoleArn": "string", "Tags": [ { "Key": "string", "Value": "string" } ] }, "PipelineExecution": { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "FailureReason": "string", "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "ParallelismConfiguration": { "MaxParallelExecutionSteps": number }, "PipelineArn": "string", "PipelineExecutionArn": "string", "PipelineExecutionDescription": "string", "PipelineExecutionDisplayName": "string", "PipelineExecutionStatus": "string", "PipelineExperimentConfig": { "ExperimentName": "string", "TrialName": "string" }, "PipelineParameters": [ { "Name": "string", "Value": "string" } ], "SelectiveExecutionConfig": { "SelectedSteps": [ { "StepName": "string" } ], "SourcePipelineExecutionArn": "string" } }, "Project": { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "ProjectArn": "string", "ProjectDescription": "string", "ProjectId": "string", "ProjectName": "string", "ProjectStatus": "string", "ServiceCatalogProvisionedProductDetails": { "ProvisionedProductId": "string", "ProvisionedProductStatusMessage": "string" }, "ServiceCatalogProvisioningDetails": { "PathId": "string", "ProductId": "string", "ProvisioningArtifactId": "string", "ProvisioningParameters": [ { "Key": "string", "Value": "string" } ] }, "Tags": [ { "Key": "string", "Value": "string" } ] }, "TrainingJob": { "AlgorithmSpecification": { "AlgorithmName": "string", "ContainerArguments": [ "string" ], "ContainerEntrypoint": [ "string" ], "EnableSageMakerMetricsTimeSeries": boolean, "MetricDefinitions": [ { "Name": "string", "Regex": "string" } ], "TrainingImage": "string", "TrainingImageConfig": { "TrainingRepositoryAccessMode": "string", "TrainingRepositoryAuthConfig": { "TrainingRepositoryCredentialsProviderArn": "string" } }, "TrainingInputMode": "string" }, "AutoMLJobArn": "string", "BillableTimeInSeconds": number, "CheckpointConfig": { "LocalPath": "string", "S3Uri": "string" }, "CreationTime": number, "DebugHookConfig": { "CollectionConfigurations": [ { "CollectionName": "string", "CollectionParameters": { "string" : "string" } } ], "HookParameters": { "string" : "string" }, "LocalPath": "string", "S3OutputPath": "string" }, "DebugRuleConfigurations": [ { "InstanceType": "string", "LocalPath": "string", "RuleConfigurationName": "string", "RuleEvaluatorImage": "string", "RuleParameters": { "string" : "string" }, "S3OutputPath": "string", "VolumeSizeInGB": number } ], "DebugRuleEvaluationStatuses": [ { "LastModifiedTime": number, "RuleConfigurationName": "string", "RuleEvaluationJobArn": "string", "RuleEvaluationStatus": "string", "StatusDetails": "string" } ], "EnableInterContainerTrafficEncryption": boolean, "EnableManagedSpotTraining": boolean, "EnableNetworkIsolation": boolean, "Environment": { "string" : "string" }, "ExperimentConfig": { "ExperimentName": "string", "RunName": "string", "TrialComponentDisplayName": "string", "TrialName": "string" }, "FailureReason": "string", "FinalMetricDataList": [ { "MetricName": "string", "Timestamp": number, "Value": number } ], "HyperParameters": { "string" : "string" }, "InputDataConfig": [ { "ChannelName": "string", "CompressionType": "string", "ContentType": "string", "DataSource": { "FileSystemDataSource": { "DirectoryPath": "string", "FileSystemAccessMode": "string", "FileSystemId": "string", "FileSystemType": "string" }, "S3DataSource": { "AttributeNames": [ "string" ], "InstanceGroupNames": [ "string" ], "S3DataDistributionType": "string", "S3DataType": "string", "S3Uri": "string" } }, "InputMode": "string", "RecordWrapperType": "string", "ShuffleConfig": { "Seed": number } } ], "LabelingJobArn": "string", "LastModifiedTime": number, "ModelArtifacts": { "S3ModelArtifacts": "string" }, "OutputDataConfig": { "CompressionType": "string", "KmsKeyId": "string", "S3OutputPath": "string" }, "ProfilerConfig": { "DisableProfiler": boolean, "ProfilingIntervalInMilliseconds": number, "ProfilingParameters": { "string" : "string" }, "S3OutputPath": "string" }, "ResourceConfig": { "InstanceCount": number, "InstanceGroups": [ { "InstanceCount": number, "InstanceGroupName": "string", "InstanceType": "string" } ], "InstanceType": "string", "KeepAlivePeriodInSeconds": number, "VolumeKmsKeyId": "string", "VolumeSizeInGB": number }, "RetryStrategy": { "MaximumRetryAttempts": number }, "RoleArn": "string", "SecondaryStatus": "string", "SecondaryStatusTransitions": [ { "EndTime": number, "StartTime": number, "Status": "string", "StatusMessage": "string" } ], "StoppingCondition": { "MaxPendingTimeInSeconds": number, "MaxRuntimeInSeconds": number, "MaxWaitTimeInSeconds": number }, "Tags": [ { "Key": "string", "Value": "string" } ], "TensorBoardOutputConfig": { "LocalPath": "string", "S3OutputPath": "string" }, "TrainingEndTime": number, "TrainingJobArn": "string", "TrainingJobName": "string", "TrainingJobStatus": "string", "TrainingStartTime": number, "TrainingTimeInSeconds": number, "TuningJobArn": "string", "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }, "Trial": { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "DisplayName": "string", "ExperimentName": "string", "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "MetadataProperties": { "CommitId": "string", "GeneratedBy": "string", "ProjectId": "string", "Repository": "string" }, "Source": { "SourceArn": "string", "SourceType": "string" }, "Tags": [ { "Key": "string", "Value": "string" } ], "TrialArn": "string", "TrialComponentSummaries": [ { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "TrialComponentArn": "string", "TrialComponentName": "string", "TrialComponentSource": { "SourceArn": "string", "SourceType": "string" } } ], "TrialName": "string" }, "TrialComponent": { "CreatedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "CreationTime": number, "DisplayName": "string", "EndTime": number, "InputArtifacts": { "string" : { "MediaType": "string", "Value": "string" } }, "LastModifiedBy": { "DomainId": "string", "IamIdentity": { "Arn": "string", "PrincipalId": "string", "SourceIdentity": "string" }, "UserProfileArn": "string", "UserProfileName": "string" }, "LastModifiedTime": number, "LineageGroupArn": "string", "MetadataProperties": { "CommitId": "string", "GeneratedBy": "string", "ProjectId": "string", "Repository": "string" }, "Metrics": [ { "Avg": number, "Count": number, "Last": number, "Max": number, "MetricName": "string", "Min": number, "SourceArn": "string", "StdDev": number, "TimeStamp": number } ], "OutputArtifacts": { "string" : { "MediaType": "string", "Value": "string" } }, "Parameters": { "string" : { "NumberValue": number, "StringValue": "string" } }, "Parents": [ { "ExperimentName": "string", "TrialName": "string" } ], "RunName": "string", "Source": { "SourceArn": "string", "SourceType": "string" }, "SourceDetail": { "ProcessingJob": { "AppSpecification": { "ContainerArguments": [ "string" ], "ContainerEntrypoint": [ "string" ], "ImageUri": "string" }, "AutoMLJobArn": "string", "CreationTime": number, "Environment": { "string" : "string" }, "ExitMessage": "string", "ExperimentConfig": { "ExperimentName": "string", "RunName": "string", "TrialComponentDisplayName": "string", "TrialName": "string" }, "FailureReason": "string", "LastModifiedTime": number, "MonitoringScheduleArn": "string", "NetworkConfig": { "EnableInterContainerTrafficEncryption": boolean, "EnableNetworkIsolation": boolean, "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }, "ProcessingEndTime": number, "ProcessingInputs": [ { "AppManaged": boolean, "DatasetDefinition": { "AthenaDatasetDefinition": { "Catalog": "string", "Database": "string", "KmsKeyId": "string", "OutputCompression": "string", "OutputFormat": "string", "OutputS3Uri": "string", "QueryString": "string", "WorkGroup": "string" }, "DataDistributionType": "string", "InputMode": "string", "LocalPath": "string", "RedshiftDatasetDefinition": { "ClusterId": "string", "ClusterRoleArn": "string", "Database": "string", "DbUser": "string", "KmsKeyId": "string", "OutputCompression": "string", "OutputFormat": "string", "OutputS3Uri": "string", "QueryString": "string" } }, "InputName": "string", "S3Input": { "LocalPath": "string", "S3CompressionType": "string", "S3DataDistributionType": "string", "S3DataType": "string", "S3InputMode": "string", "S3Uri": "string" } } ], "ProcessingJobArn": "string", "ProcessingJobName": "string", "ProcessingJobStatus": "string", "ProcessingOutputConfig": { "KmsKeyId": "string", "Outputs": [ { "AppManaged": boolean, "FeatureStoreOutput": { "FeatureGroupName": "string" }, "OutputName": "string", "S3Output": { "LocalPath": "string", "S3UploadMode": "string", "S3Uri": "string" } } ] }, "ProcessingResources": { "ClusterConfig": { "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string", "VolumeSizeInGB": number } }, "ProcessingStartTime": number, "RoleArn": "string", "StoppingCondition": { "MaxRuntimeInSeconds": number }, "Tags": [ { "Key": "string", "Value": "string" } ], "TrainingJobArn": "string" }, "SourceArn": "string", "TrainingJob": { "AlgorithmSpecification": { "AlgorithmName": "string", "ContainerArguments": [ "string" ], "ContainerEntrypoint": [ "string" ], "EnableSageMakerMetricsTimeSeries": boolean, "MetricDefinitions": [ { "Name": "string", "Regex": "string" } ], "TrainingImage": "string", "TrainingImageConfig": { "TrainingRepositoryAccessMode": "string", "TrainingRepositoryAuthConfig": { "TrainingRepositoryCredentialsProviderArn": "string" } }, "TrainingInputMode": "string" }, "AutoMLJobArn": "string", "BillableTimeInSeconds": number, "CheckpointConfig": { "LocalPath": "string", "S3Uri": "string" }, "CreationTime": number, "DebugHookConfig": { "CollectionConfigurations": [ { "CollectionName": "string", "CollectionParameters": { "string" : "string" } } ], "HookParameters": { "string" : "string" }, "LocalPath": "string", "S3OutputPath": "string" }, "DebugRuleConfigurations": [ { "InstanceType": "string", "LocalPath": "string", "RuleConfigurationName": "string", "RuleEvaluatorImage": "string", "RuleParameters": { "string" : "string" }, "S3OutputPath": "string", "VolumeSizeInGB": number } ], "DebugRuleEvaluationStatuses": [ { "LastModifiedTime": number, "RuleConfigurationName": "string", "RuleEvaluationJobArn": "string", "RuleEvaluationStatus": "string", "StatusDetails": "string" } ], "EnableInterContainerTrafficEncryption": boolean, "EnableManagedSpotTraining": boolean, "EnableNetworkIsolation": boolean, "Environment": { "string" : "string" }, "ExperimentConfig": { "ExperimentName": "string", "RunName": "string", "TrialComponentDisplayName": "string", "TrialName": "string" }, "FailureReason": "string", "FinalMetricDataList": [ { "MetricName": "string", "Timestamp": number, "Value": number } ], "HyperParameters": { "string" : "string" }, "InputDataConfig": [ { "ChannelName": "string", "CompressionType": "string", "ContentType": "string", "DataSource": { "FileSystemDataSource": { "DirectoryPath": "string", "FileSystemAccessMode": "string", "FileSystemId": "string", "FileSystemType": "string" }, "S3DataSource": { "AttributeNames": [ "string" ], "InstanceGroupNames": [ "string" ], "S3DataDistributionType": "string", "S3DataType": "string", "S3Uri": "string" } }, "InputMode": "string", "RecordWrapperType": "string", "ShuffleConfig": { "Seed": number } } ], "LabelingJobArn": "string", "LastModifiedTime": number, "ModelArtifacts": { "S3ModelArtifacts": "string" }, "OutputDataConfig": { "CompressionType": "string", "KmsKeyId": "string", "S3OutputPath": "string" }, "ProfilerConfig": { "DisableProfiler": boolean, "ProfilingIntervalInMilliseconds": number, "ProfilingParameters": { "string" : "string" }, "S3OutputPath": "string" }, "ResourceConfig": { "InstanceCount": number, "InstanceGroups": [ { "InstanceCount": number, "InstanceGroupName": "string", "InstanceType": "string" } ], "InstanceType": "string", "KeepAlivePeriodInSeconds": number, "VolumeKmsKeyId": "string", "VolumeSizeInGB": number }, "RetryStrategy": { "MaximumRetryAttempts": number }, "RoleArn": "string", "SecondaryStatus": "string", "SecondaryStatusTransitions": [ { "EndTime": number, "StartTime": number, "Status": "string", "StatusMessage": "string" } ], "StoppingCondition": { "MaxPendingTimeInSeconds": number, "MaxRuntimeInSeconds": number, "MaxWaitTimeInSeconds": number }, "Tags": [ { "Key": "string", "Value": "string" } ], "TensorBoardOutputConfig": { "LocalPath": "string", "S3OutputPath": "string" }, "TrainingEndTime": number, "TrainingJobArn": "string", "TrainingJobName": "string", "TrainingJobStatus": "string", "TrainingStartTime": number, "TrainingTimeInSeconds": number, "TuningJobArn": "string", "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }, "TransformJob": { "AutoMLJobArn": "string", "BatchStrategy": "string", "CreationTime": number, "DataCaptureConfig": { "DestinationS3Uri": "string", "GenerateInferenceId": boolean, "KmsKeyId": "string" }, "DataProcessing": { "InputFilter": "string", "JoinSource": "string", "OutputFilter": "string" }, "Environment": { "string" : "string" }, "ExperimentConfig": { "ExperimentName": "string", "RunName": "string", "TrialComponentDisplayName": "string", "TrialName": "string" }, "FailureReason": "string", "LabelingJobArn": "string", "MaxConcurrentTransforms": number, "MaxPayloadInMB": number, "ModelClientConfig": { "InvocationsMaxRetries": number, "InvocationsTimeoutInSeconds": number }, "ModelName": "string", "Tags": [ { "Key": "string", "Value": "string" } ], "TransformEndTime": number, "TransformInput": { "CompressionType": "string", "ContentType": "string", "DataSource": { "S3DataSource": { "S3DataType": "string", "S3Uri": "string" } }, "SplitType": "string" }, "TransformJobArn": "string", "TransformJobName": "string", "TransformJobStatus": "string", "TransformOutput": { "Accept": "string", "AssembleWith": "string", "KmsKeyId": "string", "S3OutputPath": "string" }, "TransformResources": { "InstanceCount": number, "InstanceType": "string", "VolumeKmsKeyId": "string" }, "TransformStartTime": number } }, "StartTime": number, "Status": { "Message": "string", "PrimaryStatus": "string" }, "Tags": [ { "Key": "string", "Value": "string" } ], "TrialComponentArn": "string", "TrialComponentName": "string" } } ] }

Response Elements

If the action is successful, the service sends back an HTTP 200 response.

The following data is returned in JSON format by the service.

NextToken

If the result of the previous Search request was truncated, the response includes a NextToken. To retrieve the next set of results, use the token in the next request.

Type: String

Length Constraints: Maximum length of 8192.

Pattern: .*

Results

A list of SearchRecord objects.

Type: Array of SearchRecord objects

Errors

For information about the errors that are common to all actions, see Common Errors.

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: