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URL: https://www.cdata.com/kb/tech/huggingface-ado-setup.rst

⇱ Getting Started with the CData ADO.NET Provider for Hugging Face

Getting Started with the CData ADO.NET Provider for Hugging Face

Complete guide to installing, licensing, and connecting with the CData API Driver for ADO.NET.

This guide explains everything you need to work with the CData API Driver for ADO.NET. You will learn how to install the provider, set up a connection to your Hugging Face data, and run simple commands in your .NET applications using familiar ADO.NET patterns.

Whether you are building desktop apps, web apps, or background services, the provider enables secure, high-performance connectivity to live Hugging Face data without needing to manage API details manually.

Installation and Licensing

System Requirements

  • Windows: Windows 10/11 or Windows Server 2016+
  • .NET Versions: .NET Framework 4.0+, .NET 6+, .NET Standard assemblies
  • IDE: Visual Studio 2017 or later

Installing the ADO.NET Provider

Windows Installation

  1. Download the ADO.NET provider installer from your CData account or the evaluation page.
  2. Run the installer and follow the installation wizard to completion.
  3. The installer registers the provider and places all assemblies in the appropriate CData installation folders.
  4. You will be prompted for your license key during installation:
    XXXX-XXXX-XXXX-XXXX-XXXX
    • Note: If you are using a trial, select Trial Key instead.

Activating your License

Licensing behavior varies depending on whether you are developing with the .NET Framework or .NET Standard. Use the steps below to activate the provider in your environment.

.NET Framework (Windows)

On Windows using the .NET Framework, no extra action is required. The installer or NuGet package automatically installs your development license.

.NET Standard (Windows/Mac/Linux)

For .NET Standard platforms like .NET Core, Mono, or Xamarin, you must install a license manually before using the provider.

Using the Install-License Tool

The toolkit includes an install-license utility in the 

lib/netstandard2.0
folder for applying trial or full licenses.

To install a trial license:

dotnet ./install-license.dll

To activate a full product license:

dotnet ./install-license.dll

After running the tool, your development machine is licensed and ready to use the provider in .NET applications.

Runtime Licensing

When deploying applications, specify the Runtime Key (RTK) in your connection string to enable redistribution.

Property Description
RTK Your Runtime Key used for deployed ADO.NET applications.

Common Licensing Questions

Can I use my license on multiple machines?
Yes, depending on your subscription tier. If unsure, review your order confirmation or contact [email protected].

I lost my license key. How do I retrieve it?
Email [email protected] with your order number.

Can I transfer my license to another machine?
Submit a License Transfer Request:
https://www.cdata.com/lic/transfer/

Once approved, an activation is added to your product key and the previous installation becomes invalid.

For more licensing support, visit portal.cdata.com or email [email protected].

Connection Configuration

Once installed, the next step is to configure a connection to Hugging Face. Connections are created using ADO.NET connection strings in your .NET application's code or configuration file.

Creating a connection manager

Configuring 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';
👁 Add Connection

Test your connection

Common Connection Issues

Authentication Failed

Solution: Verify OAuth settings, client IDs, secrets, or token permissions for your Hugging Face. Contact [email protected] for assistance.

Cannot Reach Server

Solution: Check firewall, proxy, and VPN configurations. Contact [email protected] for required port information.

Table Not Found

Solution: Confirm you selected the correct schema or database when querying Hugging Face.

What's Next

Now that you have installed, licensed, and configured the ADO.NET provider, here are scenarios you can use to explore our ADO.NET tools:

Get Support

If you need assistance at any point:

FAQs

Installation and Licensing

  • Do I need administrator rights to install the ADO.NET Provider?
    Yes, administrator rights are required to install components for use across Visual Studio.
  • Do I need an RTK to deploy to Azure Data Factory?
    Yes. Set the RTK property in your application's connection string before publishing.

Connecting

  • Can I use multiple Hugging Face accounts?
    Create separate Connection =strings for each account.
  • Can I connect through a proxy?
    Yes. Configure proxy settings in the Connection string.
  • How do I test my connection?
    Click Test Connection in the Connection Manager UI.

Performance & Troubleshooting

  • How can I improve query performance
    Apply filters, limit row counts, and leverage server-side paging properties.
  • How do I enable logging?
    Add the following to your connection manager:
    • Logfile: /path/to/logfile.log
    • Verbosity: 3

    Be prepared to securely upload the log file upon request when reaching out to [email protected] for troubleshooting analysis.

    For questions not covered in this FAQ, contact [email protected].