Share data and AI assets securely

Databricks provides tools to share data and AI assets securely with users outside of your organization or on different metastores within your account. Each feature serves different use cases:

• Delta Sharing for direct data sharing
• Marketplace for open data product distribution
• Clean Rooms for privacy-preserving collaboration

Delta Sharing

Delta Sharing enables you to share data and AI assets with users outside of your organization, regardless of whether they use Databricks. Share tabular and non-tabular data, AI models, views, filtered data, and notebooks using open protocols.

• • Delta Sharing overview
  • Learn about Delta Sharing capabilities and use cases.
• • Set up Delta Sharing for your account
  • Configure Databricks as a provider to start sharing data with external users.
• • Databricks-to-Databricks sharing
  • Share data between Databricks accounts using secure, native integration.
• • Open sharing
  • Share data with users who don't use Databricks using open Delta Sharing protocols.
• • Create and manage shares
  • Create shares to organize and control access to your data assets.
• • Access data shared with you
  • Access and query data that has been shared with your account as a recipient.
• • Use the SAP BDC connector for Databricks
  • Create a connection with SAP Business Data Cloud (BDC) to share data between SAP BDC and Databricks.

Marketplace

Marketplace is an open forum for exchanging data products. Share and discover datasets, notebooks, Solution Accelerators, and machine learning models.

• • Databricks Marketplace overview
  • Learn about Marketplace capabilities and how to get started as a consumer or provider.
• • List data products (provider)
  • Publish your data products to Marketplace for others to discover and use.
• • Manage listings (provider)
  • Update and maintain your Marketplace listings.
• • Create private exchanges (provider)
  • Set up private exchanges to share data products with specific organizations.
• • Request and access data products (consumer)
  • Discover and access data products using Unity Catalog.
• • Manage requests and installed products (consumer)
  • Track and manage your data product requests and installations.

Clean Rooms

Clean Rooms provides a secure, privacy-protecting environment where multiple parties can collaborate on sensitive data without direct access to each other's underlying data.

• • Clean Rooms overview
  • Learn about Clean Rooms capabilities and collaboration workflows.
• • Create clean rooms
  • Set up a clean room and invite collaborators to work with your data.
• • Work with output tables
  • Manage and access the results of clean room analyses.
• • Manage clean rooms
  • Learn how to update, monitor, and delete clean rooms.
• • Work with clean rooms as a collaborator
  • Accept invitations and collaborate in clean rooms created by other organizations.