Synchronize SAP AI Core
Synchronizing SAP AI Core is the process of integrating metadata from SAP AI Core and making the data available in Collibra Platform.
You can synchronize manually, or you can automate it by adding a synchronization schedule.
Prerequisites
- You have created a SAP AI Core connection.
- You have added the SAP AI Core capability to the SAP AI Core connection.
- You have a resource role with the Configure external system resource permission, for example, Owner.
- You have a global role with the Catalog global permission, for example, Catalog Author.
- You have a global role with the View Edge connections and capabilities global permission, for example, Edge integration engineer. For example, Edge integration engineer.
Steps
-
On the main toolbar, click
→
Catalog.
The Catalog homepage opens. - Click Integrations.
The Integrations page opens. - Click the Integration configuration tab.
- In the Connection name column, locate the SAP AI Core connection that you used when you added the SAP AI Core capability and click the link in the Capabilities column.
The Synchronization page opens. - In the Synchronization configuration section, click Add configuration.
- Complete the fields as needed.
- Select Yes to ingest the following SAP AI Core data:
- Input: The training data used to produce a model, ingested as File and Storage Container assets and linked to the related model versions.
- Output: The results an inference deployment produces, ingested as File and Storage Container assets and linked to the related deployments.
- Select No to ingest models and deployments only, without their input datasets or output artifacts.
- Click Save.
- Click Synchronize.
A notification indicates the synchronization has started.
| Field | Action | Required |
|---|---|---|
| SAP AI Core domain |
Select the domain asset in which you want to add the SAP AI Core assets. Important Ensure that you select a domain of the type Technology Asset Domain. |
|
| SAP AI Core Resource Groups |
Select and add the resource groups that you want to ingest. |
|
| Do you want to ingest input and output assets? |
Optionally, keep Do you want to ingest input and output assets? set to Yes (the default) to ingest lineage artifacts alongside models and deployments. For more information, go to AI model traceability: automatic linking of AI Governance assets. |
|
-
On the main toolbar, click
→
Catalog.
The Catalog homepage opens. - Click Integrations.
The Integrations page opens. - Click the Integration configuration tab.
- In the Connection name column, locate the SAP AI Core connection that you used when you added the SAP AI Core capability and click the link in the Capabilities column.
The Synchronization page opens. - In the Synchronization configuration section, click Add configuration.
- Complete the fields as needed.
- Select Yes to ingest the following SAP AI Core data:
- Input: The training data used to produce a model, ingested as File and Storage Container assets and linked to the related model versions.
- Output: The results an inference deployment produces, ingested as File and Storage Container assets and linked to the related deployments.
- Select No to ingest models and deployments only, without their input datasets or output artifacts.
- Click Save.
- In the Synchronization Schedule section, click Add schedule.
- Enter the required information and click Save:
Field Description Repeat The interval when you want to synchronize automatically. The possible values are: Daily, Weekly, Monthly, and Cron expression. CronThe Quartz Cron expression that determines when the synchronization takes place.
This field is only visible if you select
Cron expressionin the Repeat field.EveryThe day on which you want to synchronize, for example, Sunday.
This field is only visible if you select
Weeklyin the Repeat field.Every firstThe day of the month on which you want to synchronize, for example, Tuesday.
This field is only visible if you select
Monthlyin the Repeat field.At
The time at which you want to synchronize automatically, for example, 14:00.
- You can only schedule on the hour. For example, you can add a synchronization schedule at 8:00, but not at 8:45.
- This field is only visible if you select
Daily,Weekly, orMonthlyin the Repeat field.
Time zone The time zone for the schedule.
| Field | Action | Required |
|---|---|---|
| SAP AI Core domain |
Select the domain asset in which you want to add the SAP AI Core assets. Important Ensure that you select a domain of the type Technology Asset Domain. |
|
| SAP AI Core Resource Groups |
Select and add the resource groups that you want to ingest. |
|
| Do you want to ingest input and output assets? |
Optionally, keep Do you want to ingest input and output assets? set to Yes (the default) to ingest lineage artifacts alongside models and deployments. For more information, go to AI model traceability: automatic linking of AI Governance assets. |
|
The synchronization job synchronizes the SAP AI Core data.
After the synchronization:
- You can view a summary of the results from the Activities list.
- The resulting assets get a relation to the Domain that you selected.
For information on the integrated data, go to Integrated SAP AI Core data.