AWS SageMaker Actions - SageMaker Clusters

AWS SageMaker Actions - SageMaker Clusters uses the following tables

Tables

AWSSageMakerActions

Provides a record of AWSSage Maker Actions resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ActionARN	string	Amazon Resource Name (ARN) of the Action resource.
ActionName	string	Name of the resource.
ActionType	string	Type of SageMaker action recorded for the entity.
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 for creation time.
Description	string	Descriptive text providing details about the resource.

AWSSageMakerAlgorithmImageScanStatuses

Provides a record of AWSSage Maker Algorithm Image Scan 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.
AWSSageMakerAlgorithmARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Algorithm resource.
FailureReason	string	Value of Failure Reason.
Name	string	Name of the resource.
Status	string	Current status of the resource.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmInferenceContainerEnvironmentVariables

Stores resource metadata and configuration details for AWSSage Maker Algorithm Inference Container Environment Variables.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	integer	Unique identifier for the record.
AWSSageMakerAlgorithmInferenceContainerID	uniqueidentifier	Identifier of the associated AWSSage Maker Algorithm Inference Container resource.
Key	string	Value of Key.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmInferenceContainers

Provides a record of AWSSage Maker Algorithm Inference Containers resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	uniqueidentifier	Unique identifier for the record.
AWSSageMakerAlgorithmARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Algorithm resource.
ContainerHostname	string	Value of Container Hostname.
Framework	string	Value of Framework.
FrameworkVersion	string	Value of Framework Version.
Image	string	Value of Image.
ImageDigest	string	Value of Image Digest.
IsCheckpoint	boolean	Indicates whether is checkpoint is enabled or true.
ModelDataETag	string	Value of Model Data ETag.
ModelDataUrl	string	Value of Model Data Url.
NearestModelName	string	Name of the resource.

AWSSageMakerAlgorithmInferenceSpecifications

Provides a record of AWSSage Maker Algorithm Inference Specifications resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
AlgorithmARN	string	Amazon Resource Name (ARN) of the Algorithm resource.
SupportedContentTypesSerialized	string	Value of Supported Content Types Serialized.
SupportedRealtimeInferenceInstanceTypesSerialized	string	Value of Supported Realtime Inference Instance Types Serialized.
SupportedResponseMIMETypesSerialized	string	Value of Supported Response MIMETypes Serialized.
SupportedTransformInstanceTypesSerialized	string	Value of Supported Transform Instance Types Serialized.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmMetricDefinitions

Contains inventory records for AWSSage Maker Algorithm Metric Definitions, 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.
AWSSageMakerAlgorithmARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Algorithm resource.
Name	string	Name of the resource.
Regex	string	Value of Regex.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmSupportedHyperParameters

Provides a record of AWSSage Maker Algorithm Supported Hyper Parameters resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	uniqueidentifier	Unique identifier for the record.
Description	string	Descriptive text providing details about the resource.
IsRequired	boolean	Indicates whether is required is enabled or true.
AWSSageMakerAlgorithmARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Algorithm resource.
DefaultValue	string	Value of Default Value.
IsTunable	boolean	Indicates whether is tunable is enabled or true.
Name	string	Name of the resource.
Type	string	Value of Type.
RangeCategoricalValuesSerialized	string	Value of Range Categorical Values Serialized.
RangeContinuousMaxValue	string	Value of Range Continuous Max Value.
RangeContinuousMinValue	string	Value of Range Continuous Min Value.
RangeIntegerMaxValue	string	Value of Range Integer Max Value.
RangeIntegerMinValue	string	Value of Range Integer Min Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmTrainingChannels

Stores resource metadata and configuration details for AWSSage Maker Algorithm Training Channels.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	integer	Unique identifier for the record.
AWSSageMakerAlgorithmARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Algorithm resource.
Description	string	Descriptive text providing details about the resource.
IsRequired	boolean	Indicates whether is required is enabled or true.
Name	string	Name of the resource.
SupportedCompressionTypesSerialized	string	Value of Supported Compression Types Serialized.
SupportedContentTypesSerialized	string	Value of Supported Content Types Serialized.
SupportedInputModesSerialized	string	Value of Supported Input Modes Serialized.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmTrainingJobDefinitionHyperParameters

Contains inventory records for AWSSage Maker Algorithm Training Job Definition 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.
AWSSageMakerAlgorithmTrainingJobDefintionID	uniqueidentifier	Identifier of the associated AWSSage Maker Algorithm Training Job Defintion resource.
Key	string	Value of Key.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmTrainingJobDefinitionInputDataConfigs

Stores resource metadata and configuration details for AWSSage Maker Algorithm Training Job Definition Input Data Configs.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	integer	Unique identifier for the record.
AWSSageMakerAlgorithmTrainingJobDefintiionID	uniqueidentifier	Identifier of the associated AWSSage Maker Algorithm Training Job Defintiion 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.
DataSourceFileSystemDirectoryPath	string	Value of Data Source File System Directory Path.
DataSourceFileSystemFileSystemAccessMode	string	Value of Data Source File System File System Access Mode.
DataSourceFileSystemFileSystemID	string	Identifier of the associated Data Source File System File System resource.

AWSSageMakerAlgorithmTrainingJobDefinitionInstanceGroups

Contains inventory records for AWSSage Maker Algorithm Training Job Definition 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.
AWSSageMakerAlgorithmValidationProfileID	uniqueidentifier	Identifier of the associated AWSSage Maker Algorithm Validation Profile 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.

AWSSageMakerAlgorithmTrainingJobDefinitionPlacementSpecifications

Contains inventory records for AWSSage Maker Algorithm Training Job Definition 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.
AWSSageMakerAlgorithmTrainingJobDefinitionID	uniqueidentifier	Identifier of the associated AWSSage Maker Algorithm Training Job Definition 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.

AWSSageMakerAlgorithmTrainingJobDefinitions

Provides a record of AWSSage Maker Algorithm Training Job Definitions resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
AWSSageMakerAlgorithmTrainingJobDefinitonID	uniqueidentifier	Identifier of the associated AWSSage Maker Algorithm Training Job Definiton resource.
TrainingInputMode	string	Value of Training Input Mode.
OutputDataConfigCompressionType	string	Value of Output Data Config Compression Type.
OutputDataConfigKmsKeyID	string	Identifier of the associated Output Data Config Kms Key resource.
OutputDataConfigS3OutputPath	string	Value of Output Data Config S3 Output Path.
ResourceConfigInstanceCount	integer	Count value associated with the resource.
ResourceConfigInstanceType	string	Value of Resource Config Instance Type.
ResourceConfigKeepAlivePeriodInSeconds	integer	Numeric value for resource config keep alive period in seconds.
ResourceConfigVolumeSizeInGB	integer	Numeric value for resource config volume size in gb.
ResourceConfigVolumeKmsKeyID	string	Identifier of the associated Resource Config Volume Kms Key resource.
ResourceConfigTrainingPlanARN	string	Amazon Resource Name (ARN) of the Resource Config Training Plan resource.
ResourceConfigInstancePlacementConfigEnableMultipleJobs	boolean	Indicates whether resource config instance placement config enable multiple jobs is enabled or true.
StoppingConditionMaxPendingTimeInSeconds	integer	Numeric value for stopping condition max pending time in seconds.
StoppingConditionMaxRuntimeInSeconds	integer	Numeric value for stopping condition max runtime in seconds.
StoppingConditionMaxWaitTimeInSeconds	integer	Numeric value for stopping condition max wait time in seconds.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmTrainingSpecifications

Provides a record of AWSSage Maker Algorithm Training Specifications resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
AlgorithmARN	string	Amazon Resource Name (ARN) of the Algorithm resource.
TrainingImage	string	Value of Training Image.
TrainingImageDigest	string	Value of Training Image Digest.
SupportsDistributedTraining	boolean	Indicates whether supports distributed training is enabled or true.
SupportedTrainingInstanceTypesSerialized	string	Value of Supported Training Instance Types Serialized.
AdditionalS3DataSourceCompressionType	string	Value of Additional S3 Data Source Compression Type.
AdditionalS3DataSourceETag	string	Value of Additional S3 Data Source ETag.
AdditionalS3DataSourceS3DataType	string	Value of Additional S3 Data Source S3 Data Type.
AdditionalS3DataSourceS3Uri	string	Value of Additional S3 Data Source S3 Uri.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmTransformJobDefinitionEnvironmentVariables

Represents AWSSage Maker Algorithm Transform Job Definition Environment Variables 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.
AWSSageMakerAlgorithmValidationProfileID	uniqueidentifier	Identifier of the associated AWSSage Maker Algorithm Validation Profile resource.
Key	string	Value of Key.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmTransformJobDefinitions

Represents AWSSage Maker Algorithm Transform Job 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	uniqueidentifier	Unique identifier for the record.
BatchStrategy	string	Value of Batch Strategy.
MaxConcurrentTransforms	integer	Numeric value for max concurrent transforms.
MaxPayloadInMB	integer	Numeric value for max payload in mb.
TransformInputCompressionType	string	Value of Transform Input Compression Type.
TransformInputContentType	string	Value of Transform Input Content Type.
TransformInputSplitType	string	Value of Transform Input Split Type.
TransformInputDataSourceS3S3DataType	string	Value of Transform Input Data Source S3 S3 Data Type.
TransformInputDataSourceS3S3Uri	string	Value of Transform Input Data Source S3 S3 Uri.
TransformOutputAccept	string	Value of Transform Output Accept.
TransformOutputAssembleWith	string	Value of Transform Output Assemble With.
TransformOutputKmsKeyID	string	Identifier of the associated Transform Output Kms Key resource.
TransformOutputS3OutputPath	string	Value of Transform Output S3 Output Path.
TransformResourcesInstanceCount	integer	Count value associated with the resource.
TransformResourcesInstanceType	string	Value of Transform Resources Instance Type.
TransformResourcesTransformAmiVersion	string	Value of Transform Resources Transform Ami Version.
TransformResourcesVolumeKmsKeyID	string	Identifier of the associated Transform Resources Volume Kms Key resource.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmTuningJobObjectiveMetrics

Stores resource metadata and configuration details for AWSSage Maker Algorithm Tuning Job Objective Metrics.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	integer	Unique identifier for the record.
AWSSageMakerAlgorithmARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Algorithm resource.
MetricName	string	Name of the resource.
Type	string	Value of Type.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmValidationProfiles

Stores resource metadata and configuration details for AWSSage Maker Algorithm Validation Profiles.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	uniqueidentifier	Unique identifier for the record.
AWSSageMakerAlgorithmARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Algorithm resource.
ProfileName	string	Name of the resource.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmValidationSpecifications

Stores resource metadata and configuration details for AWSSage Maker Algorithm Validation Specifications.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
AlgorithmARN	string	Amazon Resource Name (ARN) of the Algorithm resource.
ValidationRole	string	Value of Validation Role.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithmValidationStatuses

Provides a record of AWSSage Maker Algorithm Validation 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.
AWSSageMakerAlgorithmARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Algorithm resource.
FailureReason	string	Value of Failure Reason.
Name	string	Name of the resource.
Status	string	Current status of the resource.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAlgorithms

Provides a record of AWSSage Maker Algorithms resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
AlgorithmARN	string	Amazon Resource Name (ARN) of the Algorithm resource.
AlgorithmDescription	string	Value of Algorithm Description.
AlgorithmName	string	Name of the resource.
AlgorithmStatus	string	Current status of the resource.
CertifyForMarketplace	boolean	Indicates whether certify for marketplace is enabled or true.
CreationTime	datetime	Timestamp for creation time.
ProductID	string	Identifier of the associated Product resource.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAppImageConfigKernelSpecs

Stores resource metadata and configuration details for AWSSage Maker App Image Config Kernel Specs.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	integer	Unique identifier for the record.
AWSSageMakerAppImageConfigARN	string	Amazon Resource Name (ARN) of the AWSSage Maker App Image Config resource.
Name	string	Name of the resource.
DisplayName	string	Name of the resource.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAppImageConfigs

Provides a record of AWSSage Maker App Image Configs resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
AppImageConfigARN	string	Amazon Resource Name (ARN) of the App Image Config resource.
Summary	string	Value of Summary.
AppImageConfigName	string	Name of the resource.
CodeEditorFileSystemMountPath	string	Value of Code Editor File System Mount Path.
CodeEditorFileSystemDefaultUID	integer	Identifier of the associated Code Editor File System Default U resource.
CodeEditorFileSystemDefaultGID	integer	Identifier of the associated Code Editor File System Default G resource.
CodeEditorContainerArgumentsSerialized	string	Value of Code Editor Container Arguments Serialized.
CodeEditorContainerEntrypointSerialized	string	Value of Code Editor Container Entrypoint Serialized.
CreationTime	datetime	Timestamp for creation time.
JupyterLabFileSystemMountPath	string	Value of Jupyter Lab File System Mount Path.
JupyterLabFileSystemDefaultUID	integer	Identifier of the associated Jupyter Lab File System Default U resource.
JupyterLabFileSystemDefaultGID	integer	Identifier of the associated Jupyter Lab File System Default G resource.
JupyterLabContainerArgumentsSerialized	string	Value of Jupyter Lab Container Arguments Serialized.
JupyterLabContainerEntrypointSerialized	string	Value of Jupyter Lab Container Entrypoint Serialized.
KernelGatewayFileSystemMountPath	string	Value of Kernel Gateway File System Mount Path.
KernelGatewayFileSystemDefaultUID	integer	Identifier of the associated Kernel Gateway File System Default U resource.
KernelGatewayFileSystemDefaultGID	integer	Identifier of the associated Kernel Gateway File System Default G resource.
LastModifiedTime	datetime	Timestamp for last modified time.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerApps

Contains inventory records for AWSSage Maker Apps, capturing metadata and related settings.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
AppARN	string	Amazon Resource Name (ARN) of the App resource.
AWSSageMakerDomainARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Domain resource.
AppName	string	Name of the resource.
AppType	string	Value of App Type.
CreationTime	datetime	Timestamp for creation time.
DomainID	string	Identifier of the associated Domain resource.
ResourceSpecInstanceType	string	Value of Resource Spec Instance Type.
ResourceSpecLifecycleConfigARN	string	Amazon Resource Name (ARN) of the Resource Spec Lifecycle Config resource.
ResourceSpecSageMakerImageARN	string	Amazon Resource Name (ARN) of the Resource Spec Sage Maker Image resource.
ResourceSpecSageMakerImageVersionAlias	string	Value of Resource Spec Sage Maker Image Version Alias.
ResourceSpecSageMakerImageVersionArn	string	Amazon Resource Name (ARN) of the Resource Spec Sage Maker Image Version resource.

AWSSageMakerArtifactProperties

Provides a record of AWSSage Maker Artifact Properties 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.
AWSSageMakerArtifactARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Artifact resource.
Key	string	Value of Key.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerArtifactSourceTypes

Represents AWSSage Maker Artifact Source Types 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.
AWSSageMakerArtifactARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Artifact resource.
SourceIDType	string	Value of Source IDType.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerArtifacts

Represents AWSSage Maker Artifacts data collected from AWS, including configuration and state.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ArtifactARN	string	Amazon Resource Name (ARN) of the Artifact resource.
ArtifactName	string	Name of the resource.
ArtifactType	string	Value of Artifact Type.
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 for creation time.
LastModifiedByDomainID	string	Identifier of the associated Last Modified By Domain resource.

AWSSageMakerAssociations

Contains inventory records for AWSSage Maker Associations, capturing metadata and related settings.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
DestinationARN	string	Amazon Resource Name (ARN) of the Destination resource.
SourceARN	string	Amazon Resource Name (ARN) of the Source resource.
AssociationType	string	Value of Association Type.
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 for creation time.
DestinationName	string	Name of the resource.
DestinationType	string	Value of Destination Type.
SourceName	string	Name of the resource.
SourceType	string	Value of Source Type.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAutoMLJobInputDataConfigs

Contains inventory records for AWSSage Maker Auto MLJob Input Data Configs, 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.
AWSSageMakerAutoMLJobARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Auto MLJob resource.
ChannelType	string	Value of Channel Type.
ContentType	string	Value of Content Type.
CompressionType	string	Value of Compression Type.
DataSourceS3DataType	string	Value of Data Source S3 Data Type.
DataSourceS3Uri	string	Value of Data Source S3 Uri.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAutoMLJobPartialFailureReasons

Stores resource metadata and configuration details for AWSSage Maker Auto MLJob Partial Failure Reasons.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	integer	Unique identifier for the record.
AWSSageMakerAutoMLJobARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Auto MLJob resource.
PartialFailureMessage	string	Value of Partial Failure Message.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerAutoMLJobs

Contains inventory records for AWSSage Maker Auto MLJobs, capturing metadata and related settings.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
AutoMLJobARN	string	Amazon Resource Name (ARN) of the Auto MLJob resource.
Region	string	Value of Region.
AutoMLJobName	string	Name of the resource.
AutoMLJobSecondaryStatus	string	Current status of the resource.
AutoMLJobStatus	string	Current status of the resource.
CreationTime	datetime	Timestamp for creation time.
EndTime	datetime	Timestamp for end time.
FailureReason	string	Value of Failure Reason.
LastModifiedTime	datetime	Timestamp for last modified time.
AutoMLJobArtifactsCandidateDefinitionNotebookLocation	string	Value of Auto MLJob Artifacts Candidate Definition Notebook Location.
AutoMLJobArtifactsDataExplorationNotebookLocation	string	Value of Auto MLJob Artifacts Data Exploration Notebook Location.

AWSSageMakerCandidatesForAutoMLJob

Stores resource metadata and configuration details for AWSSage Maker Candidates For Auto MLJob.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	uniqueidentifier	Unique identifier for the record.
AWSSageMakerAutoMLJobARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Auto MLJob resource.
CandidateName	string	Name of the resource.
CandidatePropertiesJson	string	JSON representation of Candidate Properties configuration or data.
CandidateStatus	string	Current status of the resource.
CandidateStepsJson	string	JSON representation of Candidate Steps configuration or data.
CreationTime	datetime	Timestamp for creation time.
EndTime	datetime	Timestamp for end time.
FailureReason	string	Value of Failure Reason.
FinalAutoMLJobObjectiveMetricJson	string	JSON representation of Final Auto MLJob Objective Metric configuration or data.
LastModifiedTime	datetime	Timestamp for last modified time.
InferenceContainerDefinitionsJson	string	JSON representation of Inference Container Definitions configuration or data.
InferenceContainersJson	string	JSON representation of Inference Containers configuration or data.
ObjectiveStatus	string	Current status of the resource.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterEvents

Stores resource metadata and configuration details for AWSSage Maker Cluster Events.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
EventID	string	Identifier of the associated Event resource.
EventTime	datetime	Timestamp for event time.
ClusterARN	string	Amazon Resource Name (ARN) of the Cluster resource.
ClusterName	string	Name of the resource.
Description	string	Descriptive text providing details about the resource.
InstanceGroupName	string	Name of the resource.
InstanceID	string	Identifier of the associated Instance resource.
ResourceType	string	Value of Resource Type.
EventDetailsEventMetadataClusterEksRoleAccessEntriesSerialized	string	Value of Event Details Event Metadata Cluster Eks Role Access Entries Serialized.
EventDetailsEventMetadataClusterSlrAccessEntry	string	Value of Event Details Event Metadata Cluster Slr Access Entry.
EventDetailsEventMetadataClusterFailureMessage	string	Value of Event Details Event Metadata Cluster Failure Message.

AWSSageMakerClusterInstanceGroupCurrentKubernetesTaints

Stores resource metadata and configuration details for AWSSage Maker Cluster Instance Group Current Kubernetes Taints.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	integer	Unique identifier for the record.
AWSSageMakerClusterInstanceGroupID	uniqueidentifier	Identifier of the associated AWSSage Maker Cluster Instance Group resource.
Effect	string	Value of Effect.
Key	string	Value of Key.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterInstanceGroupDesiredKubernetesTaints

Provides a record of AWSSage Maker Cluster Instance Group Desired Kubernetes Taints 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.
AWSSageMakerClusterInstanceGroupID	uniqueidentifier	Identifier of the associated AWSSage Maker Cluster Instance Group resource.
Effect	string	Value of Effect.
Key	string	Value of Key.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterInstanceGroupInstanceStorageConfigs

Provides a record of AWSSage Maker Cluster Instance Group Instance Storage Configs 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.
AWSSageMakerClusterInstanceGroupID	uniqueidentifier	Identifier of the associated AWSSage Maker Cluster Instance Group resource.
EbsVolumeConfigRootVolume	boolean	Indicates whether ebs volume config root volume is enabled or true.
EbsVolumeConfigVolumeKmsKeyID	string	Identifier of the associated Ebs Volume Config Volume Kms Key resource.
EbsVolumeConfigVolumeSizeInGB	integer	Numeric value for ebs volume config volume size in gb.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterInstanceGroups

Provides a record of AWSSage Maker Cluster Instance Groups resources, including identifiers and key attributes.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	uniqueidentifier	Unique identifier for the record.
ClusterARN	string	Amazon Resource Name (ARN) of the Cluster resource.
InstanceGroupName	string	Name of the resource.
ActiveOperationsJson	string	JSON representation of Active Operations configuration or data.
ActiveSoftwareUpdateConfigAutoRollbackAlarmNamesSerialized	string	Value of Active Software Update Config Auto Rollback Alarm Names Serialized.
ActiveSoftwareUpdateConfigWaitIntervalInSeconds	integer	Numeric value for active software update config wait interval in seconds.
ActiveSoftwareUpdateConfigRollingUpdatePolicyMaximumBatchSizeType	string	Value of Active Software Update Config Rolling Update Policy Maximum Batch Size Type.
ActiveSoftwareUpdateConfigRollingUpdatePolicyMaximumBatchSizeValue	integer	Numeric value for active software update config rolling update policy maximum batch size value.
ActiveSoftwareUpdateConfigRollingUpdatePolicyRollbackMaximumBatchSizeType	string	Value of Active Software Update Config Rolling Update Policy Rollback Maximum Batch Size Type.
ActiveSoftwareUpdateConfigRollingUpdatePolicyRollbackMaximumBatchSizeValue	integer	Numeric value for active software update config rolling update policy rollback maximum batch size value.
CurrentCount	integer	Count value associated with the resource.

AWSSageMakerClusterNodeCurrentKubernetesTaints

Provides a record of AWSSage Maker Cluster Node Current Kubernetes Taints 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.
AWSSageMakerClusterNodeNodeLogicalID	string	Identifier of the associated AWSSage Maker Cluster Node Node Logical resource.
Effect	string	Value of Effect.
Key	string	Value of Key.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterNodeDesiredKubernetesTaints

Stores resource metadata and configuration details for AWSSage Maker Cluster Node Desired Kubernetes Taints.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ID	integer	Unique identifier for the record.
AWSSageMakerClusterNodeNodeLogicalID	string	Identifier of the associated AWSSage Maker Cluster Node Node Logical resource.
Effect	string	Value of Effect.
Key	string	Value of Key.
Value	string	Value of Value.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterNodeInstanceStorageConfigs

Represents AWSSage Maker Cluster Node Instance Storage 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.
AWSSageMakerClusterNodeNodeLogicalID	string	Identifier of the associated AWSSage Maker Cluster Node Node Logical resource.
EbsVolumeConfigRootVolume	boolean	Indicates whether ebs volume config root volume is enabled or true.
EbsVolumeConfigVolumeKmsKeyID	string	Identifier of the associated Ebs Volume Config Volume Kms Key resource.
EbsVolumeConfigVolumeSizeInGB	integer	Numeric value for ebs volume config volume size in gb.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterNodes

Contains inventory records for AWSSage Maker Cluster Nodes, capturing metadata and related settings.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
NodeLogicalID	string	Identifier of the associated Node Logical resource.
ClusterARN	string	Amazon Resource Name (ARN) of the Cluster resource.
InstanceGroupName	string	Name of the resource.
InstanceID	string	Identifier of the associated Instance resource.
CapacityType	string	Value of Capacity Type.
CurrentImageID	string	Identifier of the associated Current Image resource.
DesiredImageID	string	Identifier of the associated Desired Image resource.
InstanceStatus	string	Current status of the resource.
InstanceStatusMessage	string	Current status of the resource.
InstanceType	string	Value of Instance Type.
LastSoftwareUpdateTime	datetime	Timestamp for last software update time.

AWSSageMakerClusterRestrictedInstanceGroupInstanceStorageConfigs

Provides a record of AWSSage Maker Cluster Restricted Instance Group Instance Storage Configs 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.
AWSSageMakerClusterRestrictedInstanceGroupID	uniqueidentifier	Identifier of the associated AWSSage Maker Cluster Restricted Instance Group resource.
EbsVolumeConfigRootVolume	boolean	Indicates whether ebs volume config root volume is enabled or true.
EbsVolumeConfigVolumeKmsKeyID	string	Identifier of the associated Ebs Volume Config Volume Kms Key resource.
EbsVolumeConfigVolumeSizeInGB	integer	Numeric value for ebs volume config volume size in gb.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterRestrictedInstanceGroups

Contains inventory records for AWSSage Maker Cluster Restricted Instance Groups, 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.
ClusterARN	string	Amazon Resource Name (ARN) of the Cluster resource.
InstanceGroupName	string	Name of the resource.
CurrentCount	integer	Count value associated with the resource.
EnvironmentConfigS3OutputPath	string	Value of Environment Config S3 Output Path.
EnvironmentConfigFSxLustreConfigPerUnitStorageThroughput	integer	Numeric value for environment config fsx lustre config per unit storage throughput.
EnvironmentConfigFSxLustreConfigSizeInGiB	integer	Numeric value for environment config fsx lustre config size in gi b.
ExecutionRoleARN	string	Amazon Resource Name (ARN) of the Execution Role resource.
InstanceType	string	Value of Instance Type.
OnStartDeepHealthChecksSerialized	string	Value of On Start Deep Health Checks Serialized.
OverrideVpcConfigSecurityGroupIDsSerialized	string	Value of Override Vpc Config Security Group IDs Serialized.

AWSSageMakerClusterSchedulerConfigPriorityClasses

Represents AWSSage Maker Cluster Scheduler Config Priority Classes 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.
AWSSageMakerClusterSchedulerConfigARN	string	Amazon Resource Name (ARN) of the AWSSage Maker Cluster Scheduler Config resource.
Name	string	Name of the resource.
Weight	integer	Numeric value for weight.
BatchDate	datetime	Timestamp indicating when this record was last ingested or updated.

AWSSageMakerClusterSchedulerConfigs

Stores resource metadata and configuration details for AWSSage Maker Cluster Scheduler Configs.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ClusterSchedulerConfigARN	string	Amazon Resource Name (ARN) of the Cluster Scheduler Config resource.
ClusterARN	string	Amazon Resource Name (ARN) of the Cluster resource.
ClusterSchedulerConfigID	string	Identifier of the associated Cluster Scheduler Config resource.
ClusterSchedulerConfigVersion	integer	Numeric value for cluster scheduler config version.
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 for creation time.

AWSSageMakerClusters

Stores resource metadata and configuration details for AWSSage Maker Clusters.

Name	Type	Description
ConfigID	integer	Identifier linking this record to its configuration or ingestion context.
ClusterARN	string	Amazon Resource Name (ARN) of the Cluster resource.
ClusterName	string	Name of the resource.
ClusterStatus	string	Current status of the resource.
CreationTime	datetime	Timestamp for creation time.
TrainingPlanARNsSerialized	string	Value of Training Plan ARNs Serialized.
ClusterRoleARN	string	Amazon Resource Name (ARN) of the Cluster Role resource.
FailureMessage	string	Value of Failure Message.
NodeProvisioningMode	string	Value of Node Provisioning Mode.
NodeRecovery	string	Value of Node Recovery.
OrchestratorEksClusterARN	string	Amazon Resource Name (ARN) of the Orchestrator Eks Cluster resource.
VpcConfigSecurityGroupIDsSerialized	string	Value of Vpc Config Security Group IDs Serialized.

Updated 7 months ago

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