Kicking off this issue to document the upcoming 0.7 release.

At the moment the roadmap is not 100% solidified yet, but we are proposing the following:

Feast 0.7

New Functionality

1. Entities as a first-class concept Entity types as a higher-level concept #405
2. Datasets as a first-class concept (pushed out)
3. Feast UI (MVP)
4. Native SDK types instead of proto types
5. Audit log support
6. Request/response logging for online serving

Technical debt, refactoring, or housekeeping

1. Improved integration testing framework
2. Rectify all flaky batch tests
3. Decouple job management from Feast Core
4. More descriptive error logs in Feast online serving

Proposals

1. Training-serving skew detection proposal