AWS SageMaker Processing - User Profile Tables
AWS SageMaker Processing - User Profile uses the following tables
Tables
AWSSageMakerProcessingJobEnvironmentVariables
Stores resource metadata and configuration details for AWSSage Maker Processing Job Environment Variables.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| ProcessingJobARN | string | Amazon Resource Name (ARN) of the Processing Job resource. |
| Key | string | Value of Key. |
| Value | string | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerProcessingJobProcessingInputs
Contains inventory records for AWSSage Maker Processing Job Processing Inputs, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| ProcessingJobARN | string | Amazon Resource Name (ARN) of the Processing Job resource. |
| AppManaged | boolean | Indicates whether app managed is enabled or true. |
| InputName | string | Name of the resource. |
| DatasetDefinitionDataDistributionType | string | Value of Dataset Definition Data Distribution Type. |
| DatasetDefinitionInputMode | string | Value of Dataset Definition Input Mode. |
| DatasetDefinitionLocalPath | string | Value of Dataset Definition Local Path. |
| DatasetDefinitionAthenaDatasetDefinitionCatalog | string | Value of Dataset Definition Athena Dataset Definition Catalog. |
| DatasetDefinitionAthenaDatasetDefinitionDatabase | string | Value of Dataset Definition Athena Dataset Definition Database. |
| DatasetDefinitionAthenaDatasetDefinitionKmsKeyID | string | Identifier of the associated Dataset Definition Athena Dataset Definition Kms Key resource. |
| DatasetDefinitionAthenaDatasetDefinitionOutputCompression | string | Value of Dataset Definition Athena Dataset Definition Output Compression. |
AWSSageMakerProcessingJobProcessingOutputs
Contains inventory records for AWSSage Maker Processing Job Processing Outputs, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| ProcessingJobARN | string | Amazon Resource Name (ARN) of the Processing Job resource. |
| AppManaged | boolean | Indicates whether app managed is enabled or true. |
| OutputName | string | Name of the resource. |
| FeatureStoreOutputFeatureGroupName | string | Name of the resource. |
| S3OutputLocalPath | string | Value of S3 Output Local Path. |
| S3OutputS3UploadMode | string | Value of S3 Output S3 Upload Mode. |
| S3OutputS3Uri | string | Value of S3 Output S3 Uri. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerProcessingJobs
Stores resource metadata and configuration details for AWSSage Maker Processing Jobs.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ProcessingJobARN | string | Amazon Resource Name (ARN) of the Processing Job resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| ExitMessage | string | Value of Exit Message. |
| FailureReason | string | Value of Failure Reason. |
| LastModifiedTime | datetime | Timestamp associated with the resource lifecycle. |
| ProcessingEndTime | datetime | Timestamp for processing end time. |
| ProcessingJobName | string | Name of the resource. |
| ProcessingJobStatus | string | Current status of the resource. |
| AutoMLJobARN | string | Amazon Resource Name (ARN) of the Auto MLJob resource. |
| MonitoringScheduleARN | string | Amazon Resource Name (ARN) of the Monitoring Schedule resource. |
| ProcessingStartTime | datetime | Timestamp for processing start time. |
AWSSageMakerProjectServiceCatalogProvisioningParameters
Contains inventory records for AWSSage Maker Project Service Catalog Provisioning Parameters, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| ProjectARN | string | Amazon Resource Name (ARN) of the Project resource. |
| Key | string | Value of Key. |
| Value | string | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerProjectTemplateProviderDetailCfnStackParameters
Stores resource metadata and configuration details for AWSSage Maker Project Template Provider Detail Cfn Stack Parameters.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| AWSSageMakerProjectTemplateProviderDetailID | uniqueidentifier | Identifier of the associated AWSSage Maker Project Template Provider Detail resource. |
| Key | string | Value of Key. |
| Value | string | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerProjectTemplateProviderDetails
Contains inventory records for AWSSage Maker Project Template Provider Details, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | uniqueidentifier | Unique identifier for the record. |
| ProjectARN | string | Amazon Resource Name (ARN) of the Project resource. |
| CfnTemplateProviderDetailRoleARN | string | Amazon Resource Name (ARN) of the Cfn Template Provider Detail Role resource. |
| CfnTemplateProviderDetailTemplateName | string | Name of the resource. |
| CfnTemplateProviderDetailTemplateURL | string | Value of Cfn Template Provider Detail Template URL. |
| CfnTemplateProviderDetailStackDetailID | string | Identifier of the associated Cfn Template Provider Detail Stack Detail resource. |
| CfnTemplateProviderDetailStackDetailName | string | Name of the resource. |
| CfnTemplateProviderDetailStackDetailStatusMessage | string | Current status of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerProjects
Represents AWSSage Maker Projects data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ProjectARN | string | Amazon Resource Name (ARN) of the Project resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| ProjectDescription | string | Value of Project Description. |
| ProjectID | string | Identifier of the associated Project resource. |
| ProjectName | string | Name of the resource. |
| ProjectStatus | string | Current status of the resource. |
| CreatedByDomainID | string | Identifier of the associated Created By Domain resource. |
| CreatedByIamIdentityARN | string | Amazon Resource Name (ARN) of the Created By Iam Identity resource. |
| CreatedByIamIdentityPrincipalID | string | Identifier of the associated Created By Iam Identity Principal resource. |
| CreatedByIamIdentitySourceIdentity | string | Value of Created By Iam Identity Source Identity. |
| CreatedByUserProfileARN | string | Amazon Resource Name (ARN) of the Created By User Profile resource. |
AWSSageMakerReservedCapacities
Stores resource metadata and configuration details for AWSSage Maker Reserved Capacities.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ReservedCapacityARN | string | Amazon Resource Name (ARN) of the Reserved Capacity resource. |
| AvailabilityZone | string | Value of Availability Zone. |
| AvailableInstanceCount | integer | Count value associated with the resource. |
| DurationHours | bigint | Value of Duration Hours. |
| DurationMinutes | bigint | Value of Duration Minutes. |
| EndTime | datetime | Timestamp associated with the resource lifecycle. |
| InstanceType | string | Value of Instance Type. |
| InUseInstanceCount | integer | Count value associated with the resource. |
| ReservedCapacityType | string | Value of Reserved Capacity Type. |
| StartTime | datetime | Timestamp associated with the resource lifecycle. |
| Status | string | Current status of the resource. |
AWSSageMakerResourceCatalogs
Contains inventory records for AWSSage Maker Resource Catalogs, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ResourceCatalogARN | string | Amazon Resource Name (ARN) of the Resource Catalog resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| Description | string | Descriptive text providing details about the resource. |
| ResourceCatalogName | string | Name of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerSpaceCustomFileSystems
Represents AWSSage Maker Space Custom File Systems data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| SpaceARN | string | Amazon Resource Name (ARN) of the Space resource. |
| EFSFileSystemFileSystemID | string | Identifier of the associated EFSFile System File System resource. |
| FSxLustreFileSystemFileSystemID | string | Identifier of the associated FSx Lustre File System File System resource. |
| S3FileSystemS3Uri | string | Value of S3 File System S3 Uri. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerSpaceJupyterLabCodeRepositories
Provides a record of AWSSage Maker Space Jupyter Lab Code Repositories resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| SpaceARN | string | Amazon Resource Name (ARN) of the Space resource. |
| RepositoryUrl | string | Value of Repository Url. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerSpaces
Stores resource metadata and configuration details for AWSSage Maker Spaces.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| SpaceARN | string | Amazon Resource Name (ARN) of the Space resource. |
| AWSSageMakerDomainARN | string | Amazon Resource Name (ARN) of the AWS SageMaker Domain resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| DomainID | string | Identifier of the associated Domain resource. |
| LastModifiedTime | datetime | Timestamp associated with the resource lifecycle. |
| OwnershipSettingsOwnerUserProfileName | string | Name of the resource. |
| SpaceDisplayName | string | Name of the resource. |
| SpaceName | string | Name of the resource. |
| SpaceSharingSettingsSharingType | string | Value of Space Sharing Settings Sharing Type. |
| SpaceStatus | string | Current status of the resource. |
| SpaceSettingsAppType | string | Value of Space Settings App Type. |
AWSSageMakerStageDevices
Contains inventory records for AWSSage Maker Stage Devices, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| EdgeDeploymentPlanARN | string | Amazon Resource Name (ARN) of the Edge Deployment Plan resource. |
| DeployedStageName | string | Name of the resource. |
| DeploymentStartTime | datetime | Timestamp for deployment start time. |
| Description | string | Descriptive text providing details about the resource. |
| DeviceARN | string | Amazon Resource Name (ARN) of the Device resource. |
| DeviceDeploymentStatus | string | Current status of the resource. |
| DeviceDeploymentStatusMessage | string | Current status of the resource. |
| DeviceFleetName | string | Name of the resource. |
| DeviceName | string | Name of the resource. |
| EdgeDeploymentPlanName | string | Name of the resource. |
| StageName | string | Name of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerStudioLifecycleConfigs
Represents AWSSage Maker Studio Lifecycle Configs data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| StudioLifecycleConfigARN | string | Amazon Resource Name (ARN) of the Studio Lifecycle Config resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| LastModifiedTime | datetime | Timestamp associated with the resource lifecycle. |
| StudioLifecycleConfigAppType | string | Value of Studio Lifecycle Config App Type. |
| StudioLifecycleConfigContent | string | Value of Studio Lifecycle Config Content. |
| StudioLifecycleConfigName | string | Name of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerSubscribedWorkteams
Contains inventory records for AWSSage Maker Subscribed Workteams, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| WorkteamARN | string | Amazon Resource Name (ARN) of the Workteam resource. |
| ListingID | string | Identifier of the associated Listing resource. |
| MarketplaceDescription | string | Value of Marketplace Description. |
| MarketplaceTitle | string | Value of Marketplace Title. |
| SellerName | string | Name of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobAlgorithmMetricDefinitions
Represents AWSSage Maker Training Job Algorithm Metric Definitions data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| Name | string | Name of the resource. |
| Regex | string | Value of Regex. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobDebugHookCollectionConfigurations
Stores resource metadata and configuration details for AWSSage Maker Training Job Debug Hook Collection Configurations.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| CollectionName | string | Name of the resource. |
| CollectionParametersSerialized | string | Value of Collection Parameters Serialized. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobDebugRuleConfigurations
Provides a record of AWSSage Maker Training Job Debug Rule Configurations resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| InstanceType | string | Value of Instance Type. |
| LocalPath | string | Value of Local Path. |
| RuleConfigurationName | string | Name of the resource. |
| RuleEvaluatorImage | string | Value of Rule Evaluator Image. |
| RuleParametersSerialized | string | Value of Rule Parameters Serialized. |
| S3OutputPath | string | Value of S3 Output Path. |
| VolumeSizeInGB | integer | Numeric value for volume size in gb. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobDebugRuleEvaluationStatuses
Provides a record of AWSSage Maker Training Job Debug Rule Evaluation Statuses resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| LastModifiedTime | datetime | Timestamp associated with the resource lifecycle. |
| RuleConfigurationName | string | Name of the resource. |
| RuleEvaluationJobARN | string | Amazon Resource Name (ARN) of the Rule Evaluation Job resource. |
| RuleEvaluationStatus | string | Current status of the resource. |
| StatusDetails | string | Current status of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobEnvironmentVariables
Provides a record of AWSSage Maker Training Job Environment Variables resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| Key | string | Value of Key. |
| Value | string | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobFinalMetricData
Stores resource metadata and configuration details for AWSSage Maker Training Job Final Metric Data.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| MetricName | string | Name of the resource. |
| Timestamp | datetime | Timestamp for timestamp. |
| Value | real | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobHyperParameters
Contains inventory records for AWSSage Maker Training Job Hyper Parameters, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| Key | string | Value of Key. |
| Value | string | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobInputChannels
Provides a record of AWSSage Maker Training Job Input Channels resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| ChannelName | string | Name of the resource. |
| CompressionType | string | Value of Compression Type. |
| ContentType | string | Value of Content Type. |
| InputMode | string | Value of Input Mode. |
| RecordWrapperType | string | Value of Record Wrapper Type. |
| ShuffleConfigSeed | bigint | Value of Shuffle Config Seed. |
| DataSourceS3DataSourceAttributeNamesSerialized | string | Value of Data Source S3 Data Source Attribute Names Serialized. |
| DataSourceS3DataSourceHubAccessConfigHubContentArn | string | Amazon Resource Name (ARN) of the Data Source S3 Data Source Hub Access Config Hub Content resource. |
| DataSourceS3DataSourceInstanceGroupNamesSerialized | string | Value of Data Source S3 Data Source Instance Group Names Serialized. |
AWSSageMakerTrainingJobProfilerRuleConfigurations
Represents AWSSage Maker Training Job Profiler Rule Configurations data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| InstanceType | string | Value of Instance Type. |
| LocalPath | string | Value of Local Path. |
| RuleConfigurationName | string | Name of the resource. |
| RuleEvaluatorImage | string | Value of Rule Evaluator Image. |
| RuleParametersSerialized | string | Value of Rule Parameters Serialized. |
| S3OutputPath | string | Value of S3 Output Path. |
| VolumeSizeInGB | integer | Numeric value for volume size in gb. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobProfilerRuleEvaluationStatuses
Provides a record of AWSSage Maker Training Job Profiler Rule Evaluation Statuses resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| LastModifiedTime | datetime | Timestamp associated with the resource lifecycle. |
| RuleConfigurationName | string | Name of the resource. |
| RuleEvaluationJobARN | string | Amazon Resource Name (ARN) of the Rule Evaluation Job resource. |
| RuleEvaluationStatus | string | Current status of the resource. |
| StatusDetails | string | Current status of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobResourceConfigInstanceGroups
Contains inventory records for AWSSage Maker Training Job Resource Config Instance Groups, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| InstanceCount | integer | Count value associated with the resource. |
| InstanceGroupName | string | Name of the resource. |
| InstanceType | string | Value of Instance Type. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobResourceConfigPlacementSpecifications
Contains inventory records for AWSSage Maker Training Job Resource Config Placement Specifications, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| InstanceCount | integer | Count value associated with the resource. |
| UltraServerID | string | Identifier of the associated Ultra Server resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobSecondaryStatusTransitions
Contains inventory records for AWSSage Maker Training Job Secondary Status Transitions, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| EndTime | datetime | Timestamp associated with the resource lifecycle. |
| StartTime | datetime | Timestamp associated with the resource lifecycle. |
| Status | string | Current status of the resource. |
| StatusMessage | string | Current status of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingJobs
Stores resource metadata and configuration details for AWSSage Maker Training Jobs.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| LastModifiedTime | datetime | Timestamp associated with the resource lifecycle. |
| SecondaryStatus | string | Current status of the resource. |
| TrainingEndTime | datetime | Timestamp for training end time. |
| TrainingJobName | string | Name of the resource. |
| TrainingJobStatus | string | Current status of the resource. |
| TrainingPlanARN | string | Amazon Resource Name (ARN) of the Training Plan resource. |
| WarmPoolStatusResourceRetainedBillableTimeInSeconds | integer | Current status of the resource. |
| WarmPoolStatusReusedByJob | string | Current status of the resource. |
| WarmPoolStatusStatus | string | Current status of the resource. |
AWSSageMakerTrainingJobsForHyperParameterTuningJob
Stores resource metadata and configuration details for AWSSage Maker Training Jobs For Hyper Parameter Tuning Job.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | uniqueidentifier | Unique identifier for the record. |
| AWSSageMakerHyperParameterTuningJobARN | string | Amazon Resource Name (ARN) of the AWSSage Maker Hyper Parameter Tuning Job resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| FailureReason | string | Value of Failure Reason. |
| FinalHyperParameterTuningJobObjectiveMetricMetricName | string | Name of the resource. |
| FinalHyperParameterTuningJobObjectiveMetricType | string | Value of Final Hyper Parameter Tuning Job Objective Metric Type. |
| FinalHyperParameterTuningJobObjectiveMetricValue | real | Value of Final Hyper Parameter Tuning Job Objective Metric Value. |
| ObjectiveStatus | string | Current status of the resource. |
| TrainingEndTime | datetime | Timestamp for training end time. |
| TrainingJobARN | string | Amazon Resource Name (ARN) of the Training Job resource. |
| TrainingJobDefinitionName | string | Name of the resource. |
| TrainingJobName | string | Name of the resource. |
| TrainingJobStatus | string | Current status of the resource. |
| TrainingStartTime | datetime | Timestamp for training start time. |
| TunedHyperParametersSerialized | string | Value of Tuned Hyper Parameters Serialized. |
| TuningJobName | string | Name of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingPlanReservedCapacitySummaries
Provides a record of AWSSage Maker Training Plan Reserved Capacity Summaries resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrainingPlanARN | string | Amazon Resource Name (ARN) of the Training Plan resource. |
| AvailabilityZone | string | Value of Availability Zone. |
| DurationHours | bigint | Value of Duration Hours. |
| DurationMinutes | bigint | Value of Duration Minutes. |
| EndTime | datetime | Timestamp associated with the resource lifecycle. |
| InstanceType | string | Value of Instance Type. |
| ReservedCapacityARN | string | Amazon Resource Name (ARN) of the Reserved Capacity resource. |
| ReservedCapacityType | string | Value of Reserved Capacity Type. |
| StartTime | datetime | Timestamp associated with the resource lifecycle. |
| Status | string | Current status of the resource. |
| TotalInstanceCount | integer | Count value associated with the resource. |
| UltraServerCount | integer | Count value associated with the resource. |
| UltraServerType | string | Value of Ultra Server Type. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrainingPlans
Contains inventory records for AWSSage Maker Training Plans, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| TrainingPlanARN | string | Amazon Resource Name (ARN) of the Training Plan resource. |
| AvailableInstanceCount | integer | Count value associated with the resource. |
| AvailableSpareInstanceCount | integer | Count value associated with the resource. |
| CurrencyCode | string | Value of Currency Code. |
| DurationHours | bigint | Value of Duration Hours. |
| DurationMinutes | bigint | Value of Duration Minutes. |
| EndTime | datetime | Timestamp associated with the resource lifecycle. |
| InUseInstanceCount | integer | Count value associated with the resource. |
| StartTime | datetime | Timestamp associated with the resource lifecycle. |
| Status | string | Current status of the resource. |
| StatusMessage | string | Current status of the resource. |
| TargetResourcesSerialized | string | Value of Target Resources Serialized. |
| TotalInstanceCount | integer | Count value associated with the resource. |
| TotalUltraServerCount | integer | Count value associated with the resource. |
| TrainingPlanName | string | Name of the resource. |
| UnhealthyInstanceCount | integer | Count value associated with the resource. |
| UpfrontFee | string | Value of Upfront Fee. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTransformJobEnvironmentVariables
Provides a record of AWSSage Maker Transform Job Environment Variables resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TransformJobARN | string | Amazon Resource Name (ARN) of the Transform Job resource. |
| Key | string | Value of Key. |
| Value | string | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTransformJobs
Represents AWSSage Maker Transform Jobs data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| TrainingPlanARN | string | Amazon Resource Name (ARN) of the Training Plan resource. |
| AvailableInstanceCount | integer | Count value associated with the resource. |
| AvailableSpareInstanceCount | integer | Count value associated with the resource. |
| CurrencyCode | string | Value of Currency Code. |
| DurationHours | bigint | Value of Duration Hours. |
| DurationMinutes | bigint | Value of Duration Minutes. |
| EndTime | datetime | Timestamp associated with the resource lifecycle. |
| InUseInstanceCount | integer | Count value associated with the resource. |
| StartTime | datetime | Timestamp associated with the resource lifecycle. |
| Status | string | Current status of the resource. |
| StatusMessage | string | Current status of the resource. |
AWSSageMakerTrialComponentInputArtifacts
Provides a record of AWSSage Maker Trial Component Input Artifacts resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrialComponentARN | string | Amazon Resource Name (ARN) of the Trial Component resource. |
| Key | string | Value of Key. |
| MediaType | string | Value of Media Type. |
| Value | string | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrialComponentMetricSummaries
Contains inventory records for AWSSage Maker Trial Component Metric Summaries, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrialComponentARN | string | Amazon Resource Name (ARN) of the Trial Component resource. |
| Avg | float | Numeric score or value for avg. |
| Count | integer | Count value associated with the resource. |
| Last | float | Numeric score or value for last. |
| Max | float | Numeric score or value for max. |
| MetricName | string | Name of the resource. |
| Min | float | Numeric score or value for min. |
| SourceARN | string | Amazon Resource Name (ARN) of the Source resource. |
| StdDev | float | Numeric score or value for std dev. |
| TimeStamp | datetime | Timestamp for time stamp. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrialComponentOutputArtifacts
Stores resource metadata and configuration details for AWSSage Maker Trial Component Output Artifacts.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrialComponentARN | string | Amazon Resource Name (ARN) of the Trial Component resource. |
| Key | string | Value of Key. |
| MediaType | string | Value of Media Type. |
| Value | string | Value of Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrialComponentParameters
Represents AWSSage Maker Trial Component Parameters data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrialComponentARN | string | Amazon Resource Name (ARN) of the Trial Component resource. |
| Key | string | Value of Key. |
| NumberValue | float | Numeric score or value for number value. |
| StringValue | string | Value of String Value. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrialComponentSources
Contains inventory records for AWSSage Maker Trial Component Sources, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| TrialComponentARN | string | Amazon Resource Name (ARN) of the Trial Component resource. |
| SourceARN | string | Amazon Resource Name (ARN) of the Source resource. |
| SourceType | string | Value of Source Type. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerTrialComponents
Contains inventory records for AWSSage Maker Trial Components, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| TrialComponentARN | string | Amazon Resource Name (ARN) of the Trial Component resource. |
| AWSSageMakerTrialARN | string | Amazon Resource Name (ARN) of the AWSSage Maker Trial resource. |
| CreatedByDomainID | string | Identifier of the associated Created By Domain resource. |
| CreatedByIamIdentityARN | string | Amazon Resource Name (ARN) of the Created By Iam Identity resource. |
| CreatedByIamIdentityPrincipalID | string | Identifier of the associated Created By Iam Identity Principal resource. |
| CreatedByIamIdentitySourceIdentity | string | Value of Created By Iam Identity Source Identity. |
| CreatedByUserProfileARN | string | Amazon Resource Name (ARN) of the Created By User Profile resource. |
| CreatedByUserProfileName | string | Name of the resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| DisplayName | string | Name of the resource. |
| EndTime | datetime | Timestamp associated with the resource lifecycle. |
AWSSageMakerTrials
Provides a record of AWSSage Maker Trials resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| TrialARN | string | Amazon Resource Name (ARN) of the Trial resource. |
| AWSSageMakerExperimentARN | string | Amazon Resource Name (ARN) of the AWSSage Maker Experiment resource. |
| CreatedByDomainID | string | Identifier of the associated Created By Domain resource. |
| CreatedByIamIdentityARN | string | Amazon Resource Name (ARN) of the Created By Iam Identity resource. |
| CreatedByIamIdentityPrincipalID | string | Identifier of the associated Created By Iam Identity Principal resource. |
| CreatedByIamIdentitySourceIdentity | string | Value of Created By Iam Identity Source Identity. |
| CreatedByUserProfileARN | string | Amazon Resource Name (ARN) of the Created By User Profile resource. |
| CreatedByUserProfileName | string | Name of the resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| DisplayName | string | Name of the resource. |
| ExperimentName | string | Name of the resource. |
AWSSageMakerUltraServersByReservedCapacity
Contains inventory records for AWSSage Maker Ultra Servers By Reserved Capacity, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| UltraServerID | string | Identifier of the associated Ultra Server resource. |
| ReservedCapacityARN | string | Amazon Resource Name (ARN) of the Reserved Capacity resource. |
| AvailabilityZone | string | Value of Availability Zone. |
| AvailableInstanceCount | integer | Count value associated with the resource. |
| AvailableSpareInstanceCount | integer | Count value associated with the resource. |
| ConfiguredSpareInstanceCount | integer | Count value associated with the resource. |
| HealthStatus | string | Current status of the resource. |
| InstanceType | string | Value of Instance Type. |
| InUseInstanceCount | integer | Count value associated with the resource. |
| TotalInstanceCount | integer | Count value associated with the resource. |
| UltraServerType | string | Value of Ultra Server Type. |
| UnhealthyInstanceCount | integer | Count value associated with the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileCanvasIdentityProviderOAuthSettings
Stores resource metadata and configuration details for AWSSage Maker User Profile Canvas Identity Provider OAuth Settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| DataSourceName | string | Name of the resource. |
| SecretArn | string | Amazon Resource Name (ARN) of the Secret resource. |
| Status | string | Current status of the resource. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileCodeEditorCustomImages
Stores resource metadata and configuration details for AWSSage Maker User Profile Code Editor Custom Images.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| AppImageConfigName | string | Name of the resource. |
| ImageName | string | Name of the resource. |
| ImageVersionNumber | integer | Numeric value for image version number. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileCustomFileSystemConfigs
Represents AWSSage Maker User Profile Custom File System Configs data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| EFSFileSystemConfigFileSystemID | string | Identifier of the associated EFSFile System Config File System resource. |
| EFSFileSystemConfigFileSystemPath | string | Value of EFSFile System Config File System Path. |
| FSxLustreFileSystemConfigFileSystemID | string | Identifier of the associated FSx Lustre File System Config File System resource. |
| FSxLustreFileSystemConfigFileSystemPath | string | Value of FSx Lustre File System Config File System Path. |
| S3FileSystemConfigMountPath | string | Value of S3 File System Config Mount Path. |
| S3FileSystemConfigS3Uri | string | Value of S3 File System Config S3 Uri. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileJupyterLabCodeRepositories
Contains inventory records for AWSSage Maker User Profile Jupyter Lab Code Repositories, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| RepositoryUrl | string | Value of Repository Url. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileJupyterLabCustomImages
Contains inventory records for AWSSage Maker User Profile Jupyter Lab Custom Images, capturing metadata and related settings.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| AppImageConfigName | string | Name of the resource. |
| ImageName | string | Name of the resource. |
| ImageVersionNumber | integer | Numeric value for image version number. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileJupyterServerCodeRepositories
Provides a record of AWSSage Maker User Profile Jupyter Server Code Repositories resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| RepositoryUrl | string | Value of Repository Url. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileKernelGatewayCustomImages
Provides a record of AWSSage Maker User Profile Kernel Gateway Custom Images resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| AppImageConfigName | string | Name of the resource. |
| ImageName | string | Name of the resource. |
| ImageVersionNumber | integer | Numeric value for image version number. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileRSessionCustomImages
Represents AWSSage Maker User Profile RSession Custom Images data collected from AWS, including configuration and state.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| AppImageConfigName | string | Name of the resource. |
| ImageName | string | Name of the resource. |
| ImageVersionNumber | integer | Numeric value for image version number. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfileStudioWebPortalHiddenSageMakerImageVersionAliases
Provides a record of AWSSage Maker User Profile Studio Web Portal Hidden Sage Maker Image Version Aliases resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| ID | integer | Unique identifier for the record. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| SageMakerImageName | string | Name of the resource. |
| VersionAliasesSerialized | string | Value of Version Aliases Serialized. |
| BatchDate | datetime | Timestamp indicating when this record was last ingested or updated. |
AWSSageMakerUserProfiles
Provides a record of AWSSage Maker User Profiles resources, including identifiers and key attributes.
| Name | Type | Description |
|---|---|---|
| ConfigID | integer | Identifier linking this record to its configuration or ingestion context. |
| UserProfileARN | string | Amazon Resource Name (ARN) of the User Profile resource. |
| AWSSageMakerDomainARN | string | Amazon Resource Name (ARN) of the AWSSage Maker Domain resource. |
| CreationTime | datetime | Timestamp associated with the resource lifecycle. |
| DomainID | string | Identifier of the associated Domain resource. |
| LastModifiedTime | datetime | Timestamp associated with the resource lifecycle. |
| Status | string | Current status of the resource. |
| UserProfileName | string | Name of the resource. |
| HomeEfsFileSystemUid | string | Value of Home EFS File System Uid. |
| FailureReason | string | Value of Failure Reason. |
| SingleSignOnUserIdentifier | string | Value of Single Sign On User Identifier. |
| SingleSignOnUserValue | string | Value of Single Sign On User Value. |
Updated 7 months ago