Roadmap

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

  • Items below that are in development (or planned for development) will be indicated in parentheses.

  • We welcome contribution to all items in the roadmap!

  • Want to influence our roadmap and prioritization? Submit your feedback to this form.

  • Want to speak to a Feast contributor? We are more than happy to jump on a call. Please schedule a time using Calendly.

  • Data Sources

  • Offline Stores

  • Online Stores

  • Streaming

  • Feature Engineering

    • On-demand Transformations (Development in progress. See RFC)

    • Batch transformation (SQL)

    • Streaming transformation

  • Deployments

    • AWS Lambda (Development in progress. See RFC)

    • Cloud Run

    • Kubernetes

    • KNative

  • Feature Serving

    • Python Client

    • REST Feature Server (Python) (Development in progress. See RFC)

    • gRPC Feature Server (Java) (See #1497)

    • Java Client

    • Go Client

    • Push API

    • Delete API

    • Feature Logging (for training)

  • Data Quality Management

    • Data profiling and validation (Great Expectations) (Planned for Q4 2021)

    • Metric production

    • Training-serving skew detection

    • Drift detection

    • Alerting

  • Feature Discovery and Governance

    • Python SDK for browsing feature registry

    • CLI for browsing feature registry

    • Model-centric feature tracking (feature services)

    • REST API for browsing feature registry

    • Feast Web UI (Planned for Q4 2021)

    • Feature versioning

    • Amundsen integration

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