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.
Streaming ingestion on AWS (Planned for Q4 2021)
Streaming ingestion on GCP
On-demand Transformations (Development in progress. See RFC)
Batch transformation (SQL)
AWS Lambda (Development in progress. See RFC)
Data Quality Management
Data profiling and validation (Great Expectations) (Planned for Q4 2021)
Training-serving skew detection
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)