---
title: Databricks Integration Overview
description: Integrations with Other Tools & Policies
---

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# Databricks Integration Overview

The Trustible platforms supports a Databricks integration that allows transferring data on Model Card Inventory items. This guide covers how to set-up the integration and transfer data into the platform.

**Note**: Currently we only support transferring MLFlow metrics/parameters into standard Trustible Model Card documentation fields and onto existing use cases. The integration does not support creating net-new model profiles within the Trustible platform. 

### Set-up \[Admin-Only\]

To connect to Databricks, you will need to set-up a Service Principal and grant it access to the relevant models/notebooks/files in your Workspace. A service principal is a separate identity for connecting to external services - this will give you control over what Trustible can access. Read instructions for generating tokens in the [Databricks Documentation](https://docs.databricks.com/dev-tools/service-principals.html).

To add a token into the platform:

1. Create a **personal access tokens** for the Service Principle following the [Databricks Documentation](https://docs.databricks.com/en/admin/users-groups/service-principals.html#manage-personal-access-tokens-for-a-service-principal). It will look like `dapixxxx`
2. Go to [https://app.trustible.ai/integrations/databricks/create-token/](https://app.trustible.ai/integrations/databricks/create-token/) and enter info for this token: 
     1. **Unique Key:** An identifier for tracking keys in Trustible
     2. **Databricks Url:** Link to workspace (`https://dbc-{XXX}.cloud.databricks.com`)
     3. **Databricks Access Token:** Token from Step 1

### MLFlow Data Transfer

The MLFlow Integration is currently available for specific documentation fields on the Model Card.

To use the integration, the following conditions must be met:

1. The “Registered Model” has a Run associated with it   
   ![Untitled](https://support.trustible.ai/hs-fs/hubfs/Untitled.png?width=670&height=183&name=Untitled.png)
2. The Service Principle has access to the Registered Model and Run.   
   ![Untitled (1)](https://support.trustible.ai/hs-fs/hubfs/Untitled%20(1).png?width=670&height=279&name=Untitled%20(1).png)

Copying over the data:

 1\. If the Databricks Integration is available, then the “Databricks” button will be available in Edit mode for the field:

![image (6)](https://support.trustible.ai/hs-fs/hubfs/image%20(6).png?width=670&height=315&name=image%20(6).png)

 2\. Data can be accessed by:

1. 1. Registered Model: Will identify the Run associated with the latest version of the model   
        ![Untitled (2)](https://support.trustible.ai/hs-fs/hubfs/Untitled%20(2).png?width=670&height=295&name=Untitled%20(2).png)
     2. Specific Run ID
     
   3\. The next view will show you all the available Metrics/Parameters. Select the ones that should be copied over and add custom names/comments. This data will be stored as a special JSON on the field. When you are done, click `Copy to Form`.   
   ![image (7)](https://support.trustible.ai/hs-fs/hubfs/image%20(7).png?width=670&height=480&name=image%20(7).png)  
   4\. The data will be copied into the field as a Table - you can change the formatting as needed.  
   ![image (8)](https://support.trustible.ai/hs-fs/hubfs/image%20(8).png?width=670&height=189&name=image%20(8).png)

 

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