How to connect to Hugging Face Data with Squirrel SQL client

The CData JDBC Driver for Hugging Face enables you to execute queries to Hugging Face data in tools like Squirrel SQL Client. In this article, you will create a JDBC data source for Hugging Face data and execute queries.

Add the JDBC Driver for Hugging Face

Follow the steps below to add the driver JAR.

1. In Squirrel SQL, click Windows -> View Drivers.
2. Click the plus icon to open the Add Driver wizard.
3. In the Name box, enter a user-friendly name for the driver; for example, CData JDBC Driver for Hugging Face.
4. In the Example URL box, enter jdbc:api:
5. In the Extra Class Path tab, click Add.
6. In the file explorer dialog that opens, select the JAR file for the driver, located in the lib subfolder of the installation directory.
7. Click List Drivers to populate the Class Name menu with the class name for the driver, cdata.jdbc.api.APIDriver.

Define Connection Properties

Follow the steps below to save connection properties in the driver alias.

1. Click Windows -> View Aliases.
2. In the pane that lists the aliases, click the plus icon.

3. In the Add Alias wizard that opens, the following fields are required for the JDBC driver:

   • Name: Enter a name for the alias; for example, CData Hugging Face Source.
   • Driver: Select the CData JDBC Driver for Hugging Face.
   • URL: Enter jdbc:api:
   👁 The alias definition, containing the connection parameters. (Salesforce is shown.)
   
4. If you want to define any additional properties, click Properties.
5. In the Driver properties tab of the dialog that appears, select the Use driver properties checkbox.
6. In the Specify column, select the checkboxes for the required connection properties.

   HuggingFace Hub uses token-based authentication to enable access to its API. The API provides access to machine learning models, datasets, spaces, papers, and other resources on the HuggingFace Hub platform.

   Using API Key Authentication

   To authenticate to HuggingFace Hub, you will need to provide an API Key (Access Token). To obtain your access token:

   1. Log in to your HuggingFace account at https://huggingface.co
   2. Navigate to Settings > Access Tokens
   3. Click "New token" to create a new access token
   4. Select the appropriate permissions (read or write)
   5. Copy the token value

   After obtaining your access token, set the following connection properties:

   • AuthScheme: Set this to APIKey.
   • APIKey: Set this to your HuggingFace access token.

   Example connection string

   Profile=C:\profiles\HuggingFace.apip;ProfileSettings='APIKey=hf_xxxxxxxxxxxxxxxxxxxx';
   

   Below is a typical connection string:

   jdbc:api:Profile=C:\profiles\HuggingFace.apip;ProfileSettings='APIKey=hf_xxxxxxxxxxxxxxxxxxxx';
   

   👁 Connection properties automatically detected by Squirrel SQL. (Salesforce is shown.)
   
7. In the dialog that appears after you click OK, click connect to test the connection.

Discover Schemas and Query Hugging Face Data

After the metadata has loaded, a new tab for the Hugging Face data source is displayed. On the Objects subtab, you can discover schema information, such as the available tables and views.

👁 Column metadata for a table. (Salesforce is shown.)

To view table data, select the table on the Objects tab. The table data is then loaded in a grid on the Content tab.

To execute an SQL query, enter the query on the SQL tab and then click Run SQL (the runner icon). For example:

SELECT , FROM Collections WHERE = ''