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docs/roadmap.md

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[GitHub Milestone](https://github.com/feast-dev/feast/milestone/4)
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### New functionality
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### **New Functionality**
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1. Entities as a first-class concept [\#405](https://github.com/feast-dev/feast/issues/405)
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2. Datasets as a first-class concept \(TBD\)
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2. ~~Datasets as a first-class concept~~ \(pushed out\)
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3. Feast UI \(MVP\)
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4. Native SDK types instead of proto types
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5. Audit log support
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6. Request/response logging for online serving
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### Technical debt, refactoring, or housekeeping
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### **Technical debt, refactoring, or housekeeping**
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1. Improved integration testing framework
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2. Resolve non-determinism in end-to-end tests
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2. Rectify all flaky batch tests
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3. Decouple job management from Feast Core
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4. More descriptive error logs in Feast online serving
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### Proposals
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### **Proposals**
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1. Training-serving skew detection proposal
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