Roadmap

The list below contains the functionality that contributors are planning to develop for Feast.

• We welcome contribution to all items in the roadmap!

• Have questions about the roadmap? Go to the Slack channel to ask on #feast-development.

• Data Sources
• Offline Stores
• Online Stores
• Feature Engineering

  • On-demand Transformations (Alpha release. See )

  • Streaming Transformations (Alpha release. See )

  • Batch transformation (In progress. See

• Streaming

• Deployments

  • AWS Lambda (Alpha release. See )

  • Kubernetes (See )

• Feature Serving

  • Python Client
• Data Quality Management (See )

  • Data profiling and validation (Great Expectations)

• Feature Discovery and Governance

  • Python SDK for browsing feature registry

  • CLI for browsing feature registry

  • Model-centric feature tracking (feature services)