Synchronized AWS SageMaker AI Catalog data
After the synchronization, the assets are available in the specified domain.
Warning Do not move the assets to another domain. Doing so may lead to errors during future synchronizations.
By default, the assets are shown in a plain list, but you can enable a multi-path hierarchy to show it in a tree structure.
The Default Asset Status field in the capability determines the status of synchronized assets.
- If you select No Status, newly created assets receive the first status listed in your Operating Model statuses, and existing assets keep their assigned status.
- If you select Implemented, all assets receive the "Implemented" status.
Synchronized metadata per AWS SageMaker AI asset type
The following table lists the metadata for the AWS SageMaker AI asset types. If you do not see any of the listed synchronized metadata, you can add characteristics to the layout on the asset type page.
Note Removing a label in Amazon SageMaker after a AWS SageMaker AI synchronization also removes its attribute in Collibra during thenext synchronization.
| Asset type | Synchronized metadata | Public ID |
|---|---|---|
| AI Base Model | Description | Description |
| Creation Date in Source | CreationDateInSource | |
| Retirement Date in Source | RetirementDateInSource | |
| Required Content Filtering | ContentFilter | |
| AWS SageMaker AI Model Version | Description | Description |
| Model Accuracy | ModelAccuracy | |
| Model Precision | ModelPrecision | |
| Mean Squared Error | MeanSquaredError | |
| Mean Absolute Error | MeanAbsoluteError | |
| Model Type | ModelType | |
| Retrain Cycle | RetrainCycle | |
| Feature Importance | FeatureImportance | |
| Version | Version | |
| Description from source system | DescriptionFromSourceSystem | |
| Repository | Repository | |
| Required Content Filtering | ContentFilter | |
| Any custom metrics defined via the configuration. If you use custom metrics, ensure that you add them to the assignment and layout on the asset type page. | ||
| AI Model Deployment | Description from Source | DescriptionFromSourceSystem |
| Initiating User in Source | InitiatingUserInSource | |
| Creation Date in Source | CreationDateInSource | |
| Modification Date in Source | ModificationDateInSource | |
| Implemented Content Filtering | ImplementedContentFiltering | |
| Compute Configuration | ComputeConfiguration | |
| AI Endpoint | Access Method | AccessMethod |
| Access Instructions | AccessInstructions | |
| Traffic Split | TrafficSplit | |
| AI Monitor | Data Drift Detection Enabled | DataDriftDetection |
| Prediction Drift Detection Enabled | PredictionDriftDetection | |
| Schedule | Schedule | |
| Alert Configuration | AlertConfiguration | |
| URL | Url | |
| File | Description | Description |
| URL | Url | |
| Document size | DocumentSize | |
| File Type | FileType | |
| Document creation date | DocumentCreationDate | |
| Document modification date | DocumentModificationDate | |
| Access Type | AccessType | |
| Storage Container | Description | Description |
| URL | Url | |
| Location | Location | |
| External System Label | ExternalSystemLabel |