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| 1 | +# Roadmap |
| 2 | + |
| 3 | +## Feast 0.5 |
| 4 | + |
| 5 | +[Discussion](https://github.com/gojek/feast/issues/527) |
| 6 | + |
| 7 | +### New functionality |
| 8 | + |
| 9 | +1. Streaming statistics and validation \(M1 from [Feature Validation RFC](https://docs.google.com/document/d/1TPmd7r4mniL9Y-V_glZaWNo5LMXLshEAUpYsohojZ-8/edit)\) |
| 10 | +2. Batch statistics and validation \(M2 from [Feature Validation RFC](https://docs.google.com/document/d/1TPmd7r4mniL9Y-V_glZaWNo5LMXLshEAUpYsohojZ-8/edit)\) |
| 11 | +3. Support for Redis Clusters \([\#502](https://github.com/gojek/feast/issues/502)\) |
| 12 | +4. User authentication & authorization \([\#504](https://github.com/gojek/feast/issues/504)\) |
| 13 | +5. Add feature or feature set descriptions \([\#463](https://github.com/gojek/feast/issues/463)\) |
| 14 | +6. Redis Cluster Support \([\#478](https://github.com/gojek/feast/issues/478)\) |
| 15 | +7. Job management API \([\#302](https://github.com/gojek/feast/issues/302)\) |
| 16 | + |
| 17 | +### Technical debt, refactoring, or housekeeping |
| 18 | + |
| 19 | +1. Clean up and document all configuration options \([\#525](https://github.com/gojek/feast/issues/525)\) |
| 20 | +2. Externalize storage interfaces \([\#402](https://github.com/gojek/feast/issues/402)\) |
| 21 | +3. Reduce memory usage in Redis \([\#515](https://github.com/gojek/feast/issues/515)\) |
| 22 | +4. Support for handling out of order ingestion \([\#273](https://github.com/gojek/feast/issues/273)\) |
| 23 | +5. Remove feature versions and enable automatic data migration \([\#386](https://github.com/gojek/feast/issues/386)\) \([\#462](https://github.com/gojek/feast/issues/462)\) |
| 24 | +6. Tracking of batch ingestion by with dataset\_id/job\_id \([\#461](https://github.com/gojek/feast/issues/461)\) |
| 25 | +7. Write Beam metrics after ingestion to store \(not prior\) \([\#489](https://github.com/gojek/feast/issues/489)\) |
| 26 | + |
| 27 | +## Feast 0.6 |
| 28 | + |
| 29 | +### New functionality |
| 30 | + |
| 31 | +1. Extended discovery API/SDK \(needs to be scoped |
| 32 | + 1. Resource listing |
| 33 | + 2. Schemas, statistics, metrics |
| 34 | + 3. Entities as a higher-level concept \([\#405](https://github.com/gojek/feast/issues/405)\) |
| 35 | + 4. Add support for discovery based on annotations/labels/tags for easier filtering and discovery |
| 36 | +2. Add support for default values \(needs to be scoped\) |
| 37 | +3. Add support for audit logs \(needs to be scoped\) |
| 38 | +4. Support for an open source warehouse store or connector \(needs to be scoped\) |
| 39 | + |
| 40 | +### Technical debt, refactoring, or housekeeping |
| 41 | + |
| 42 | +1. Move all non-registry functionality out of Feast Core and make it optional \(needs to be scoped\) |
| 43 | + 1. Allow Feast serving to use its own local feature sets \(files\) |
| 44 | + 2. Move job management to Feast serving |
| 45 | + 3. Move stream management \(topic generation\) out of Feast core |
| 46 | +2. Remove feature set versions from Feast \(not just retrieval API\) \(needs to be scoped\) |
| 47 | + 1. Allow for auto-migration of data in Feast |
| 48 | + 2. Implement interface for adding a managed data store |
| 49 | +3. Multi-store support for serving \(batch and online\) \(needs to be scoped\) |
| 50 | + |
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