After your Databricks Asset Discovery integration is set up, discovered assets are added to the AI Asset Discovery page. Assets are discovered every 5 minutes.
In the Console, click Discovery in the side navigation.
Assets by Provider: A pie graph that showcases a breakdown of assets by cloud provider.
Asset Compliance: A bar chart that showcases a breakdown of assets that are in compliance or non-compliance according to Supply Chain Policy, over the last seven days.
Assets by Type: A bar chart that showcases a breakdown of discovered assets by the following types:
- Model
- Schema
- Endpoint
- Catalog
- Agent
Use View Filters to help you find the AI assets you are looking for.
Click View Filters.
Expand the filter section to view available filters.
Select filters to apply to the AI Asset Discovery page.
Click Show Results.
| Data | Description |
|---|---|
| Name | The name of the asset. |
| Provider | The cloud provider for the asset. Example: Databricks. |
| Service | The provider's service where the asset resides. Databricks examples: Model Registry, Unity Catalog. |
| Type | The type of asset. Example: Model. |
| Discovered On | The date and time the asset was discovered and added to the inventory list. |
| Policy Status | Displays the Supply Chain Policy compliance status for an asset. |
| Region | The cloud provider's region. Example: eastus2 |
| Account ID | The name of the Databricks integration created earlier in Setup Databricks Asset Discovery. |
| Asset ID | A unique identifier for the asset. |
| Last Sync | The latest date and time the asset was verified to exist. |
| Actions | The actions available to an asset. The following actions can be taken, depending on the asset:
|
Asset Relationships adds a relationships mapping that maps how assets are connected to each other in a hierarchical view.
The following Databricks assets are supported and viewed in a top down hierarchy:
Databricks
Catalog
Schema
Model
- Endpoint
The following AWS assets are supported and viewed in a top down hierarchy:
AWS Bedrock:
Agent
- Model
AWS Sagemaker:
Endpoint
- Model
To view a Relationship Mapping click on the relationship button:
Important Limitation: the relationship mapping currently displays a hierarchy from top to bottom, but not from bottom top.
Example: Schemas with associated Models will have a relationship mapping, but an associated Catalog will not be displayed.
- Further: viewing a Model's relationship mapping will only display the model. To view the full relationship hierarchy, it is recommended to start at the Catalog level.
When a model asset is discovered, it is automatically scanned and it is possible to view model scan results for a discovered model asset.
For discovered models:
Click Actions under the HL Resources column for the target model.
Click View Model Scan.
The page will then be redirected to the Detection Summary of the scanned model.
