Databricks AI/ML objects

Overview

The Databricks AI/ML objects page provides a unified view of costs and usage across all of your Databricks AI/ML objects in a chart or table.

• To access the Databricks workspaces page from the Slingshot left sidebar menu, navigate to Platforms > Databricks > AI/ML objects.

You can customize the data in both the chart and table by:

• Date picker: Select a custom data range or use one of the preset date ranges.
• Time increment: Select a time increment from the dropdown. Depending on the date range you selected, your time increment can be Daily, Weekly, or Monthly.
• Object type: Select Model serving or Vector search from the dropdown.
• Workspace: Select the Databricks workspace IDs that you want to include in the chart or table.

The costs and usage data displayed on the Databricks AI/ML objects page include:

• Total costs: Includes total costs for all your selected Databricks AI/ML object types for each time increment over the specified date range.
• AI/ML objects: Includes model-serving endpoints and vector search endpoints.
• Highest cost AI/ML object: The highest cost incurred by an AI/ML object over the selected date range.
• Avg. cost per AI/ML object: Calculated as total costs divided by total number of AI/ML objects.

AI/ML objects chart

The Databricks AI/ML objects chart provides a graphical representation of the job costs for your selected date range and time increment by Object type.

• You can hover over a specific bar segment to view the Object type and costs for a specific time increment.

AI/ML objects table

The AI/ML objects table lists all your selected Databricks AI/ML objects by Object name, Object ID, AI/ML type, Total cost, Change in costs, Avg. daily cost, Workspace ID, and Last usage date.

• Select a column heading to sort the table by that field.
• Use the Search bar to filter the table by a specific field value, such as part of a Job name or Job ID.
• Select an Object name to view details for that particular object.